<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2022.1064256</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Knowledge development visualization and mapping path of the psychological capital research</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Meng</surname> <given-names>Sun</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Fu</surname> <given-names>Xinwei</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Luo</surname> <given-names>Danxue</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1988300/overview"/>
</contrib>
</contrib-group>
<aff><institution>School of Finance, Yunnan University of Finance and Economics</institution>, <addr-line>Kunming</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Yu Liping, Zhejiang Gongshang University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Dejian Yu, Nanjing Audit University, China; Shouwei Li, Southeast University, China; Weike Zhang, Sichuan University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Danxue Luo, <email>15123668128@163.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Organizational Psychology, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1064256</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Meng, Fu and Luo.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Meng, Fu and Luo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>With the respect to the key factors, namely the psychological state of individuals and organizations, psychological capital (PsyCap) is widely used in various fields, such as management decisions and organizational behavior. To fully show the related studies and their knowledge development and mapping path, in this paper, we examine 2,786 papers about the PsyCap related research from 1970 to 2021. Based on the bibliometric analysis and main path demonstration (the tools are Cite-Space and Pajke, respectively), we derive some conclusions as follows: (1) the publication number about the PsyCap study is growing rapidly and it is a highly cross-cutting research topic. (2) The main authors come from Australia, the United States, and China, and also are the core researchers. (3) Refinement and measurement in the PsyCap study are constant and hot topics. (4) Stress, performance and well-being issues among students, health care workers and corporate employees are core research themes, and team organization, creativity, innovation, and COVID-19 are hot topics in this field. The bibliometric analysis are quantitatively analyzed to provide scholars with a more comprehensive insight into PsyCap research. The main path demonstration helps scholars to understand the main lines and key nodes of development in the field of psychological capital.</p>
</abstract>
<kwd-group>
<kwd>psychological capital</kwd>
<kwd>bibliometric visualization</kwd>
<kwd>burst detection</kwd>
<kwd>knowledge development</kwd>
<kwd>main path analysis</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="110"/>
<page-count count="18"/>
<word-count count="10549"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>The core of Psychological Capital (PsyCap) is an individual&#x2019;s integrated state of development in four psychological resources: Self-efficacy, hope, optimism, and resilience (<xref ref-type="bibr" rid="B64">Luthans et al., 2007</xref>; <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan, 2017</xref>). Hope is defined as &#x201C;a positive motivational state based on an interactively derived sense of successful, which includes agency and pathways&#x201D; (<xref ref-type="bibr" rid="B90">Snyder et al., 1991</xref>). Efficacy is defined as &#x201C;the individual&#x2019;s conviction or confidence about his or her abilities to mobilize the motivation, cognitive resources or courses of action needed to successfully execute a specific task within a given context&#x201D; (<xref ref-type="bibr" rid="B91">Stajkovic and Luthans, 1998</xref>; <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan, 2017</xref>). Resilience is defined as &#x201C;the capacity to rebound or bounce back from adversity, conflict, failure or even positive events, progress and increased responsibility&#x201D; (<xref ref-type="bibr" rid="B60">Luthans, 2002</xref>; <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan, 2017</xref>). optimism can be viewed as &#x201C;an attributional style that explains positive events through personal, permanent, and pervasive causes and negative events through external, temporary, and situation-specific ones&#x201D; (<xref ref-type="bibr" rid="B79">Peterson and Steen, 2002</xref>; <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan, 2017</xref>). The growth in the number of PsyCap studies and the expansion of application scenarios has drawn the attention of scholars in other fields to PsyCap, especially in management and organizational behavior.</p>
<p>To promote and lead the healthy development of the field, many classic review articles have been developed, such as <xref ref-type="bibr" rid="B28">Dawkins et al. (2013)</xref>, <xref ref-type="bibr" rid="B4">Anderson et al. (2014)</xref>, <xref ref-type="bibr" rid="B72">Newman et al. (2014)</xref>, <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref>, and <xref ref-type="bibr" rid="B73">Nolzen (2018)</xref>. They reviewed PsyCap in terms of background, concepts, theoretical mechanisms, measurement methods, and the current status of research, results, and applications. Also, they pointed out future research directions or gaps in existing research. But these articles tend to focus on a subfield to sort out, for example, <xref ref-type="bibr" rid="B28">Dawkins et al. (2013)</xref> concentrated on studies related to the concept and measurement of PsyCap. These researches hardly help beginners quickly understand the full picture of the development of the field (<xref ref-type="bibr" rid="B110">Zhou et al., 2022</xref>). Therefore, we employ bibliometric methods and main path analysis to systematically analyze the development trends of PsyCap research. The bibliometric approach provides a relatively complete network diagram of relationships (<xref ref-type="bibr" rid="B56">Li et al., 2020</xref>; <xref ref-type="bibr" rid="B98">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B51">Li and Xu, 2021</xref>), and measures the influence of authors, journals, institutions, and regions (<xref ref-type="bibr" rid="B14">Baumgartner and Pieters, 2003</xref>; <xref ref-type="bibr" rid="B101">Willett, 2007</xref>; <xref ref-type="bibr" rid="B108">Zhou et al., 2018</xref>), and detects classic literature and research hotspots (<xref ref-type="bibr" rid="B92">Su et al., 2021</xref>). For example, to show the knowledge mapping of Mobile learning and humanistic education research (<xref ref-type="bibr" rid="B47">Koon, 2022</xref>), present a visual analysis of research on digital transformation (<xref ref-type="bibr" rid="B88">Shi et al., 2022</xref>), display the research progress on innovation in the field of social capital (<xref ref-type="bibr" rid="B36">Gu et al., 2022</xref>), explore the development trend and frontier of sustainable logistics and supply chain (<xref ref-type="bibr" rid="B97">Wang et al., 2022</xref>), excavate the past, present, and future of the mindfulness field (<xref ref-type="bibr" rid="B19">Bunjak et al., 2022</xref>). It is also used to analyze the distribution and development of all literature within a given journal: To show the research progress of Mechanism and Machine Theory Journal from 1990&#x2013;2020 (<xref ref-type="bibr" rid="B33">Flores, 2022</xref>), to summarize the research in the Journal of Fashion Marketing and Management (<xref ref-type="bibr" rid="B49">Kumar P. et al., 2022</xref>), to explore the emerging topic of European Management Journal (<xref ref-type="bibr" rid="B16">Bhukya et al., 2022</xref>).</p>
<p>There are many kinds of software for bibliometric analysis, such as SciMat (<xref ref-type="bibr" rid="B25">Cobo et al., 2012</xref>), VOSviewer (<xref ref-type="bibr" rid="B95">Van Eck and Waltman, 2010</xref>), CiteSpace (<xref ref-type="bibr" rid="B23">Chen, 2006</xref>), and so on. Each tool has its unique advantages. CiteSpace can perform citation bursts, which makes it more consistent with the research in this article. Therefore, this article mainly uses the tool CiteSpace. In addition, we further performed a master path analysis with the help the of Pajek tool, which helped to understand the main lines and important nodes of the development. For example, <xref ref-type="bibr" rid="B106">Yu and Pan (2021)</xref> used several different major paths to study the knowledge structure of TOPSIS and described its trends; <xref ref-type="bibr" rid="B107">Yu D. et al. (2022)</xref> explored the evolution of intuitionistic fuzzy set theory research themes using a master path analysis approach. Therefore, the results of both methods can be presented graphically, which can help the reader intuitively understand the salient features and changing trends in the PsyCap field. The contributions that this paper made are: (1) the <italic>status quo</italic>, the co-citation analysis, and the burst detection are quantitatively analyzed to provide scholars with a more comprehensive insight into PsyCap research; and (2) The inscription of the global standard main path, local forward main path, and local backward main path helps scholars to understand the main lines and key nodes of development in the field of psychological capital.</p>
<p>The rest of the paper is organized as follows: Section 2 describes the data sources and the specific bibliometric methods. Section 3 gives the results of four analysis types: basic statistical characteristics, collaborative network analysis, classical literature combing, and keyword analysis. Section 4 conducts the main path analysis. In Section 5, the conclusions are organized and research hotspots are discussed.</p>
</sec>
<sec id="S2">
<title>Data sources and bibliometric methods</title>
<sec id="S2.SS1">
<title>Data source</title>
<p>We use the Web of Science (WOS), which is the most widely used tool by researchers (<xref ref-type="bibr" rid="B31">Falagas et al., 2008</xref>), to extract and gather reliable documents. To further ensure the quality of the documents, we select only two sub-databases in WOS, which are the Sciences Citation Index Expanded (SCI-Expanded) and Social Sciences Citation Index (SSCI). Then, we enter the search formula &#x201C;TS = Psychological Capital&#x201D; for the period 1900&#x2013;2022 in the advanced search window. 2,786 documents were retrieved, corresponding to the time range 1970&#x2013;2022.9.6. Finally, we export all the relevant information of the document from WoS in plain text format, including title, author, abstract, keywords, publications, and references.</p>
</sec>
<sec id="S2.SS2">
<title>Analytical tool</title>
<p>We chose Cite Space (<xref ref-type="bibr" rid="B23">Chen, 2006</xref>), version 5.1.R8, the more commonly used software, to do the bibliometric analysis of PsyCap. Cite Space is simple to use and suitable for researchers to perform literature analysis quickly. It can precisely capture research hotspots, core authors, important institutions, and classic literature, as well as form clusters and detect bursts (<xref ref-type="bibr" rid="B46">Kleinberg, 2003</xref>), which helps scholars quickly grasp the development history and research hotspots in the field. The use of CiteSpace tools can be found in the classic literature, such as <xref ref-type="bibr" rid="B32">Fang et al. (2018)</xref>; <xref ref-type="bibr" rid="B77">Pan et al. (2018)</xref>, and <xref ref-type="bibr" rid="B42">Jiang et al. (2019)</xref>.</p>
<p>In addition, we also apply Pajek to do the main path analysis about PsyCap, which was developed by Vladamir Batagelj from the University of Ljubljana. It is a complex network analysis tool (<xref ref-type="bibr" rid="B13">Batagelj and Mrvar, 1998</xref>) that helps to form the main path and sort out the most relevant literature (<xref ref-type="bibr" rid="B74">Olczyk, 2016</xref>). The specific information on the key nodes in the main path diagram can be obtained by HistCite Pro (<xref ref-type="bibr" rid="B26">Dan et al., 2021</xref>). For the use of Pajek in main path analysis, further references can be made to literature by <xref ref-type="bibr" rid="B57">Liu and Oakland (2016)</xref>, <xref ref-type="bibr" rid="B105">Yu and Sheng (2020)</xref>, <xref ref-type="bibr" rid="B30">Dong et al. (2022)</xref>, and <xref ref-type="bibr" rid="B104">Yu Q. Y. et al. (2022)</xref>.</p>
</sec>
</sec>
<sec id="S3">
<title>Data and methods</title>
<p>Based on the data and bibliometric methods described in the previous section, we further conduct an in-depth and comprehensive analysis of obtained document inWOS. The study was conducted in three dimensions: basic statistical characteristics, cooperation networks, and detection breakout points which focus on authors, institutions, countries or regions, cited literature, and keywords.</p>
<sec id="S3.SS1">
<title>Basic statistical characteristics related to psychological capital</title>
<sec id="S3.SS1.SSS1">
<title>Annual indicators of documents</title>
<p>The number of publications per year broadly presents the research process in PsyCap. Therefore, we divide the research into three phases on its growth trend: Steady growth (1970&#x2013;2007), rapid growth (2008&#x2013;2017), and high-rapid growth (2018&#x2013;2022.9), as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Growth of literature related to PsyCap, 1970&#x2013;2022.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g001.tif"/>
</fig>
<p>In the first stage: Steady growth (1970&#x2013;2007), there are a total of 268 documents. The first article was published in 1970, written by <xref ref-type="bibr" rid="B35">Glodber (1970)</xref>, which focused on law psychology. In this stage, research is dedicated to the construction of PsyCap theory, and the theme gradually moved from macro-social issues to micro-intervention issues (<xref ref-type="bibr" rid="B70">Luthans et al., 2006</xref>). It is worth mentioning that the introduction of positive PsyCap measure methods (<xref ref-type="bibr" rid="B61">Luthans and Youssef, 2007</xref>) has contributed to the development of empirical studies.</p>
<p>In the second stage: Rapid growth (2008&#x2013;2017), a total of 989 papers were published. During the decade, the introduction of core elements such as positive psychology (<xref ref-type="bibr" rid="B10">Avey et al., 2008</xref>), politics (<xref ref-type="bibr" rid="B2">Abbas et al., 2014</xref>), information technology (<xref ref-type="bibr" rid="B20">Burns et al., 2017</xref>), and measurement methods (<xref ref-type="bibr" rid="B100">Wernsing, 2014</xref>). Among the important research, objects are happiness, performance, satisfaction, education, and health.</p>
<p>The third stage: High-rapid growth (2018&#x2013;2022.9). During this period, 1,565 papers were published. Team PsyCap (<xref ref-type="bibr" rid="B94">Tho and Duc, 2021</xref>), the mediating role of PsyCap (<xref ref-type="bibr" rid="B48">Kumar D. et al., 2022</xref>), and COVID-19 (<xref ref-type="bibr" rid="B18">Brunetto et al., 2022</xref>) have become important research themes, further contributing to the development of the field. The relatively small amount of literature for 2022 is caused by the fact that the specific date of the search data is September 9, 2022.</p>
</sec>
<sec id="S3.SS1.SSS2">
<title>The most productive publications, categories, authors, affiliations, and countries/regions</title>
<p>We obtain the main ten categories and publications from the WOS database, presented in <xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F2">Figure 2</xref>, respectively. And the literature covers 155 categories of research. From <xref ref-type="table" rid="T1">Table 1</xref>, we can get the top-10 research categories about PsyCap, which are &#x201C;Psychology Multidisciplinary,&#x201D; &#x201C;Management,&#x201D; &#x201C;Public Environmental Occupational Health,&#x201D; &#x201C;Psychology Applied,&#x201D; &#x201C;Business,&#x201D; &#x201C;Environmental Sciences,&#x201D; &#x201C;Psychiatry,&#x201D; &#x201C;Sociology,&#x201D; &#x201C;Economics,&#x201D; &#x201C;Environmental Studies.&#x201D; The total number and proportion of the literature in the top ten research categories were 2,318, and 83.23%, respectively, indicating that the research on PsyCap was relatively concentrated.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>The top 10 most-productive publications and authors.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Rank</td>
<td valign="top" align="left">Categories</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="center">% of 2,786</td>
<td valign="top" align="center">Authors</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="center">% of 2,786</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Psychology multidisciplinary</td>
<td valign="top" align="center">434</td>
<td valign="top" align="center">15.58%</td>
<td valign="top" align="center">Luthans F</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">1.51%</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Management</td>
<td valign="top" align="center">427</td>
<td valign="top" align="center">15.33%</td>
<td valign="top" align="center">Wang L</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">0.90%</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Public environmental occupational health</td>
<td valign="top" align="center">383</td>
<td valign="top" align="center">13.75%</td>
<td valign="top" align="center">Avey JB</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.72%</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Psychology applied</td>
<td valign="top" align="center">220</td>
<td valign="top" align="center">7.90%</td>
<td valign="top" align="center">Kawachi I</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.72%</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Business</td>
<td valign="top" align="center">192</td>
<td valign="top" align="center">6.89%</td>
<td valign="top" align="center">Lindstrom M</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.72%</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Environmental sciences</td>
<td valign="top" align="center">179</td>
<td valign="top" align="center">6.43%</td>
<td valign="top" align="center">Wang Y</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">0.54%</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Psychiatry</td>
<td valign="top" align="center">155</td>
<td valign="top" align="center">5.57%</td>
<td valign="top" align="center">Li Y</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">0.50%</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Sociology</td>
<td valign="top" align="center">113</td>
<td valign="top" align="center">4.06%</td>
<td valign="top" align="center">Liu L</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">0.47%</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Economics</td>
<td valign="top" align="center">109</td>
<td valign="top" align="center">3.91%</td>
<td valign="top" align="center">Brunetto Y</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.40%</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Environmental studies</td>
<td valign="top" align="center">106</td>
<td valign="top" align="center">3.81%</td>
<td valign="top" align="center">Kim M</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.40%</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Visualization tree map of top-25 publications.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g002.tif"/>
</fig>
<p>The top 25 publications shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, &#x201C;Frontiers in Psychology,&#x201D; &#x201C;International Journal of Environmental Research and Public Health,&#x201D; and &#x201C;Sustainability&#x201D; are the main publishers, with the number and percentage of publications (% of 2,786) being 146 (5.24%), 79 (2.84%), and 61 (2.19%). The journals ranked 4th to 10th are &#x201C;Social Science Medicine,&#x201D; &#x201C;Plos One,&#x201D; &#x201C;International Journal of Psychology,&#x201D; &#x201C;Current Psychology,&#x201D; &#x201C;BMC Public Health,&#x201D; &#x201C;Social Behavior and Personality,&#x201D; and &#x201C;Personnel Review.&#x201D; These journals aggregate a relatively large amount of research in the field of psychological capital.</p>
<p>According to the analysis of the productivity index, this paper further explores the concentration degree of PsyCap research at the author, institution, and country or region. Therefore, we present the top ten productive objects in <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>The top 10 most-productive affiliations and countries/regions.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Rank</td>
<td valign="top" align="left">Affiliations</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="center">% of 2,786</td>
<td valign="top" align="center">Regions</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="center">% of 2,786</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">University of London (England)</td>
<td valign="top" align="center">66</td>
<td valign="top" align="center">2.37%</td>
<td valign="top" align="center">United States</td>
<td valign="top" align="center">737</td>
<td valign="top" align="center">26.46%</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">University of Nebraska System (United States)</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">1.76%</td>
<td valign="top" align="center">China</td>
<td valign="top" align="center">594</td>
<td valign="top" align="center">21.33%</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Harvard University (United States)</td>
<td valign="top" align="center">46</td>
<td valign="top" align="center">1.65%</td>
<td valign="top" align="center">Australia</td>
<td valign="top" align="center">261</td>
<td valign="top" align="center">9.37%</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">University of Nebraska Lincoln (United States)</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">1.58%</td>
<td valign="top" align="center">England</td>
<td valign="top" align="center">222</td>
<td valign="top" align="center">7.97%</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">University of California System (United States)</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">1.51%</td>
<td valign="top" align="center">Canada</td>
<td valign="top" align="center">124</td>
<td valign="top" align="center">4.45%</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">University of North Carolina (United States)</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">1.36%</td>
<td valign="top" align="center">South Korea</td>
<td valign="top" align="center">113</td>
<td valign="top" align="center">4.06%</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">University of Texas System (United States)</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">1.36%</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">3.56%</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Monash University (Australia)</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">1.19%</td>
<td valign="top" align="center">Germany</td>
<td valign="top" align="center">94</td>
<td valign="top" align="center">3.38%</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">China Medical University (China)</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">1.15%</td>
<td valign="top" align="center">China-Taiwan</td>
<td valign="top" align="center">87</td>
<td valign="top" align="center">3.12%</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Australian National University (China)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">1.04%</td>
<td valign="top" align="center">Netherlands</td>
<td valign="top" align="center">75</td>
<td valign="top" align="center">2.69%</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In <xref ref-type="table" rid="T1">Table 1</xref>, we can see that the top three authors are Luthans F (42), Wang L (25), Avey JB (20), Kawachi I (20), and Lindstrom M (20). Among them, Luthans F and Avey JB have more cooperation, and the research direction is the same, that is, positive PsyCap. Kawachi I focused on the relationship between social capital and mental health. Wang Y, Li Y, and Liu L are concerned with the moderating or mediating effects of PsyCap. Lindstrom M analyzes the role of PsyCap on the population-based. Brunetto Y is more interested in COVID-19 and innovation. Kim M introduces the element of PsyCap into the sports field.</p>
<p><xref ref-type="table" rid="T2">Table 2</xref> shows the top 10 most productive affiliations. They are the University of London, University of Nebraska System, Harvard University, University of Nebraska Lincoln, University of California System, University of North Carolina, University of Texas System, Monash University, China Medical University, and Australian National University. Among them, one is from England, six come from the USA, two are from Australia, and one is from China. We can be seen that the USA, China, England, and Australia are the most productive countries or regions.</p>
</sec>
</sec>
<sec id="S3.SS2">
<title>Cooperation networks among countries/regions, institutions, and authors</title>
<p>Collaborative network analysis can help to understand the internal relationships of research in the PsyCap. <xref ref-type="fig" rid="F3">Figure 3</xref> shows the collaboration networks of authors and institutions. The size of the circle responds to the intensity of cooperation, and the larger circle indicates a higher frequency of cooperation and a stronger willingness to cooperate (<xref ref-type="bibr" rid="B23">Chen, 2006</xref>; <xref ref-type="bibr" rid="B109">Zhou et al., 2020</xref>). <xref ref-type="table" rid="T3">Table 3</xref> shows the top 10 cooperative authors and institutions, authors are Luthans F, Wang L, Avey JB, Kawachi I, Li Y, Lindstrom M, Liu L, Wang Y, Brunetto Y, Li J. Among the top 10 most collaborative institutions, China Medical University, Chinese University Hong Kong, and University Hong Kong are from China; Monash University, Australian National University, and Griffith University are from Australia; University Nebraska and Central Washington University are from the United States; University Copenhagen is from Denmark, and Lund University is from Sweden. Analysis <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T3">3</xref>, we can find that more productive authors had more cooperative experiences.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Collaboration network of authors and institutions.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g003.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>The top-10 most cooperative authors, institutions and regions/countries.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Rank</td>
<td valign="top" align="center">Authors</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="left">Institutions</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="center">Regions/Countries (centrality)</td>
<td valign="top" align="center">Count</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">Luthans F</td>
<td valign="top" align="center">39</td>
<td valign="top" align="left">University Nebraska</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">United States (0.44)</td>
<td valign="top" align="center">710</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="center">Wang L</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">China Medical University</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">China (0.12)</td>
<td valign="top" align="center">589</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="center">Avey JB</td>
<td valign="top" align="center">15</td>
<td valign="top" align="left">Monash University</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">Australia (0.15)</td>
<td valign="top" align="center">252</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="center">Kawachi I</td>
<td valign="top" align="center">14</td>
<td valign="top" align="left">Lund University</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">England (0.29)</td>
<td valign="top" align="center">218</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="center">Li Y</td>
<td valign="top" align="center">13</td>
<td valign="top" align="left">Australian National University</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">Canada (0.1)</td>
<td valign="top" align="center">118</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="center">Lindstrom M</td>
<td valign="top" align="center">12</td>
<td valign="top" align="left">Chinese University Hong Kong</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">South Korea (0.01)</td>
<td valign="top" align="center">109</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="center">Liu L</td>
<td valign="top" align="center">10</td>
<td valign="top" align="left">University Hong Kong</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">Spain (0.12)</td>
<td valign="top" align="center">92</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="center">Wang Y</td>
<td valign="top" align="center">10</td>
<td valign="top" align="left">University Copenhagen</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">Germany (0.09)</td>
<td valign="top" align="center">88</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="center">Brunetto Y</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">Griffith University</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">China-Taiwan (0.01)</td>
<td valign="top" align="center">82</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="center">Li J</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">Central Washington University</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">Japan (0.02)</td>
<td valign="top" align="center">68</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Centrality is an indicator to measure the importance of nodes in the network.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Further, <xref ref-type="table" rid="T3">Table 3</xref> also lists the top 10 most cooperative countries/regions, and summarizes the cooperate count and the centrality. Centrality is an indicator to measure the importance of nodes in the network. CiteSpace uses this indicator to find and measure the importance of a document (<xref ref-type="bibr" rid="B34">Freeman, 1979</xref>). Not surprisingly, the top three countries with the highest number of collaborations are the United States (710), China (589), and Australia (252), followed by England (218), Canada (118), South Korea (109), Spain (92), Germany (88), China-Taiwan (82) and Japan (68). As can be seen from <xref ref-type="table" rid="T3">Table 3</xref>, more than half of the countries have centrality values greater than 0.1, suggesting that they would be seen as crucial nodes with marked influence (<xref ref-type="bibr" rid="B52">Li C. et al., 2017</xref>; <xref ref-type="bibr" rid="B53">Li X. et al., 2017</xref>). The country with the highest centrality is the United States (centrality is 0.44), indicating that it has extensive exchanges with other countries or regions in the field of PsyCap. Further analysis reveals that countries or regions with more cooperation have a relatively greater centrality.</p>
</sec>
<sec id="S3.SS3">
<title>Citation networks among authors and journal</title>
<p>According to WoS, a total of 7,693 authors have published literature related to PsyCap. Aiming to discover which scholars have made distinguished contributions in this field, we mapped the citation network of authors using Cite Space, as shown in <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Citation network and cluster of authors.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Co-citation network and the cluster of references.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>co-occurrence network of keywords.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g006.tif"/>
</fig>
<p><xref ref-type="fig" rid="F4">Figure 4</xref> contains two main elements: The large figure shows the network linkage graph between all authors; the small figure presents the clustering graph generated based on the authors&#x2019; citation networks. The twelve largest clusters that can be observed in the small figure are cluster &#x201C;#0 PsyCap,&#x201D; cluster &#x201C;#1 efficacy,&#x201D; cluster &#x201C;#2 supply chain management,&#x201D; cluster &#x201C;#3 PsyCap,&#x201D; cluster &#x201C;#4 PsyCap,&#x201D; cluster &#x201C;#5 PsyCap,&#x201D; &#x201C;#6 similarity bias,&#x201D; &#x201C;#9 shared cognitions,&#x201D; &#x201C;#10 career capital,&#x201D; &#x201C;#11 social capital,&#x201D; cluster &#x201C;#12 south Africa&#x201D; and cluster &#x201C;#13 national culture.&#x201D; Combined with <xref ref-type="table" rid="T4">Table 4</xref>, we can see that the top 10 most influential authors are Luthans F, Avey J B, Bandura A, Podsakoff PM, Hobfoll SE, Snyder CR, Coleman JS, Bakker AB, Bourdieu P, and Seligman MEP in the field of PsyCap. Among them, Luthans F, Avey JB, Podsakoff PM, and Bakker AB are the main authors in the cluster of &#x201C;#3 PsyCap,&#x201D; who are interested in positive PsyCap. Bandura A, Hobfoll S E, Snyder C R, and Seligman M E P worked on the cluster of &#x201C;#2 supply chain management,&#x201D; Coleman J S and Bourdieu P combined PsyCap with efficiency research. Additionally, Luthans F and Avey J B are also the most published and collaborated authors in this field.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>The top 10 most co-cited authors and journals.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Rank</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="center">Authors</td>
<td valign="top" align="center">Count</td>
<td valign="top" align="left">Journal</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">971</td>
<td valign="top" align="center">Luthans F</td>
<td valign="top" align="center">934</td>
<td valign="top" align="left">Journal of Applied Psychology</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="center">619</td>
<td valign="top" align="center">Avey J B</td>
<td valign="top" align="center">912</td>
<td valign="top" align="left">Journal of Personality and Social Psychology</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="center">433</td>
<td valign="top" align="center">Bandura A</td>
<td valign="top" align="center">907</td>
<td valign="top" align="left">Journal of Organizational Behavior</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="center">400</td>
<td valign="top" align="center">Podsakoff PM</td>
<td valign="top" align="center">812</td>
<td valign="top" align="left">Personnel Psychology</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="center">347</td>
<td valign="top" align="center">Hobfoll S E</td>
<td valign="top" align="center">809</td>
<td valign="top" align="left">Journal of Management</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="center">311</td>
<td valign="top" align="center">Snyder C R</td>
<td valign="top" align="center">785</td>
<td valign="top" align="left">American Psychologist</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="center">240</td>
<td valign="top" align="center">Coleman J S</td>
<td valign="top" align="center">695</td>
<td valign="top" align="left">Psychological Bulletin</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="center">236</td>
<td valign="top" align="center">Bakker A B</td>
<td valign="top" align="center">672</td>
<td valign="top" align="left">Academy of Management Journal</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="center">234</td>
<td valign="top" align="center">Bourdieu P</td>
<td valign="top" align="center">593</td>
<td valign="top" align="left">Academy of Management Review</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="center">227</td>
<td valign="top" align="center">Seligman M E P</td>
<td valign="top" align="center">588</td>
<td valign="top" align="left">Social Science and Medicine</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In <xref ref-type="table" rid="T4">Table 4</xref>, we can also find that the Journal of Applied Psychology is the most influential journal, with 934 citations in the field of PsyCap. From second to fifth places are the Journal of Personality and Social Psychology with 912 citations, the Journal of Organizational Behavior with 907 citations, Personnel Psychology with 812 citations, and the Journal of Management with 809 citations. The core journals that publish research papers on PsyCap are multidisciplinary or interdisciplinary scientific journals in sociology, medicine, management, and organizational behavior.</p>
</sec>
<sec id="S3.SS4">
<title>Reference analysis and keyword analysis</title>
<sec id="S3.SS4.SSS1">
<title>Co-citation analysis of literature</title>
<p>The co-citation network can present the knowledge base of PsyCap research concretely. Therefore, we perform co-citation network analysis and clustering based on the Cite-Space tool for the 118,972 documents involved in this field, and the results are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. Each node represents literature, and the size of the node corresponds to the number of literature citations. And the larger the node, the more citations the literature has received. The thickness of the connecting lines between nodes reflects the strength of association in the literature.</p>
<p><xref ref-type="table" rid="T5">Table 5</xref> lists the 10 most cited references sorted by the co-citation numbers. Specifically, the classical document that has the most co-citations is &#x201C;Meta-analysis of the impact of positive PsyCap on employee attitudes, behaviors, and performance&#x201D; by <xref ref-type="bibr" rid="B9">Avey et al. (2011)</xref>, published in Human Resource Development Quarterly. This paper has 177 citations, which means that it plays an important role in the research of PsyCap. And this paper quantitatively analyzed the impact of PsyCap on employee attitudes, behaviors, and performance.</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>The top-10 most cited references in PsyCap.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Rank</td>
<td valign="top" align="left">Title</td>
<td valign="top" align="left">Authors and years</td>
<td valign="top" align="left">Journal</td>
<td valign="top" align="center">Citation</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Meta-analysis of the impact of positive psychological capital on employee attitudes, behaviors, and performance</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B9">Avey et al., 2011</xref><break/></td>
<td valign="top" align="left">Human Resource Development Quarterly</td>
<td valign="top" align="center">177</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Psychological capital: A review and synthesis</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B72">Newman et al., 2014</xref><break/></td>
<td valign="top" align="left">Journal of Organizational Behavior</td>
<td valign="top" align="center">174</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Psychological capital: An evidence-based positive approach</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan, 2017</xref></td>
<td valign="top" align="left">Annual Review of Organizational Psychology and Organizational Behavior</td>
<td valign="top" align="center">170</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Positive psychological capital: Measurement and relationship with performance and satisfaction</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B64">Luthans et al., 2007</xref></td>
<td valign="top" align="left">Personnel Psychology</td>
<td valign="top" align="center">126</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">The development and resulting performance impact of positive psychological capital</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B69">Luthans et al., 2010</xref></td>
<td valign="top" align="left">Human Resource Development Quarterly</td>
<td valign="top" align="center">113</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Experimental analysis of a web-based training intervention to develop positive psychological capital</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B66">Luthans et al., 2008a</xref><break/></td>
<td valign="top" align="left">Academy Of Management Learning and Education</td>
<td valign="top" align="center">81</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">The additive value of positive psychological capital in predicting work attitudes and behaviors</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B6">Avey et al., 2010a</xref><break/></td>
<td valign="top" align="left">Journal of Management</td>
<td valign="top" align="center">79</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Psychological capital: A positive resource for combating employee stress and turnover</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B8">Avey et al., 2009</xref><break/></td>
<td valign="top" align="left">Human Resource Management</td>
<td valign="top" align="center">77</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Impact of positive psychological capital on employee well-being over time</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B7">Avey et al., 2010b</xref><break/></td>
<td valign="top" align="left">Journal of Occupational Health Psychology</td>
<td valign="top" align="center">76</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">The mediating role of psychological capital in the supportive organizational climate&#x2014;employee performance relationship</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B67">Luthans et al., 2008b</xref><break/></td>
<td valign="top" align="left">Journal of Organizational Behavior</td>
<td valign="top" align="center">71</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Rank at second place in the knowledge bases of PsyCap studies, the paper &#x201C;PsyCap: A review and synthesis&#x201D; is a classic literature review, authored by <xref ref-type="bibr" rid="B72">Newman et al. (2014)</xref>, and published by the Journal of Organizational Behavior. This paper provided a summary of the literature on PsyCap, which provides an important reference for subsequent research. Thus, it has 172 citations.</p>
<p>The third-ranked literature is a literature review that comprehensively reviewed the measurement methods, theoretical mechanism, antecedents and consequences, analysis level, and research status of PsyCap. It has 170 citations, authored by <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref>, and printed by the Annual Review of Organizational Psychology and Organizational Behavior.</p>
<p>The remaining seven articles are devoted to specific studies. Among them, <xref ref-type="bibr" rid="B64">Luthans et al. (2007)</xref> used resilience, optimism, effectiveness, and their composite indicators to predict job performance and satisfaction. <xref ref-type="bibr" rid="B69">Luthans et al. (2010)</xref> examined the impact of PsyCap interventions on human resource development and performance management. <xref ref-type="bibr" rid="B66">Luthans et al. (2008a)</xref> discovered that training interventions can develop positive PsyCap through a randomized trial. <xref ref-type="bibr" rid="B6">Avey et al. (2010a)</xref> identified the potential added value of PsyCap in predicting work attitudes and behaviors. <xref ref-type="bibr" rid="B8">Avey et al. (2009)</xref> studied the relationship between PsyCap and occupational stress, and found that PsyCap can counteract the negative effects of job stress. <xref ref-type="bibr" rid="B7">Avey et al. (2010b)</xref> examined the dynamic relationship between PsyCap and employee well-being. <xref ref-type="bibr" rid="B67">Luthans et al. (2008b)</xref> examined the relationship between PsyCap and employee outcomes. The results of the study showed that PsyCap was positively related to employee performance, satisfaction, and commitment.</p>
<p>Overall, the 10 most cited papers in PsyCap research are concerned about the effects of positive PsyCap on work behavior, work attitudes, and employee performance. Among them, there are four articles with Avey J B as the first author and five articles with Luthans F as the first author. These two authors have co-authored eight articles in the top 10 most cited references.</p>
<p>In addition, we further analyze the clustering information in <xref ref-type="fig" rid="F5">Figure 5</xref> can be found: In cluster &#x201C;#0 positive organizational behavior,&#x201D; <xref ref-type="bibr" rid="B5">Avey (2014)</xref>, <xref ref-type="bibr" rid="B72">Newman et al. (2014)</xref>, <xref ref-type="bibr" rid="B103">Youssef-Morgan and Luthans (2015)</xref>, and <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref>, are the crucial documents. And these documents are dedicated to sorting out and summarizing the theories, methods, and norms of PsyCap research from different directions. Nevertheless, cluster &#x201C;#1 positive organizational behavior&#x201D; is led by <xref ref-type="bibr" rid="B61">Luthans and Youssef (2007)</xref>, <xref ref-type="bibr" rid="B64">Luthans et al. (2007)</xref>, <xref ref-type="bibr" rid="B66">Luthans et al. (2008a)</xref>, and so on, which focus on the impact of positive PsyCap on organizational behavior. In cluster &#x201C;#2 work outcome,&#x201D; literature such as <xref ref-type="bibr" rid="B6">Avey et al., 2010a</xref>,<xref ref-type="bibr" rid="B7">b</xref> and <xref ref-type="bibr" rid="B9">Avey et al. (2011)</xref>, deeply explore the impact of positive PsyCap on performance. The cluster &#x201C;#4 university teachers,&#x201D; cluster &#x201C;#5 work engagement,&#x201D; cluster &#x201C;#8 work-family conflict,&#x201D; cluster &#x201C;#11creativity,&#x201D; and cluster &#x201C;#14 COVID-19&#x201D; are all core themes of PsyCap research, among which &#x201C;COVID-19&#x201D; is a new research hotspot.</p>
</sec>
<sec id="S3.SS4.SSS2">
<title>Detection of burst points in co-cited literature</title>
<p>A systematic review and scrutiny of the relevant literature help to understand the progress of research, thus further complementing and refining the concepts and theories of PsyCap and standardizing research guidelines. These studies promote the healthy development of research in the field. Meanwhile, literature reviews usually analyze and summarize current research hotspots and future research directions, which to a certain extent point the way for research in the field. Therefore, there is no lack of literature review articles in PsyCap.</p>
<p>126 hot-cited references are obtained using burst point detection in the Cite-Space. We select these kinds of literature with the strongest citation burst ending in 2020&#x2013;2022, displayed in <xref ref-type="table" rid="T6">Table 6</xref>, for a total of 45 articles. Analyzing them can further help us to understand the hot directions within the field of PsyCap in recent years.</p>
<table-wrap position="float" id="T6">
<label>TABLE 6</label>
<caption><p>45 References with strongest citation bursts (2012&#x2013;2022).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Title</td>
<td valign="top" align="center">Years</td>
<td valign="top" align="center">Strength</td>
<td valign="top" align="center">Begin</td>
<td valign="top" align="center">End</td>
<td valign="top" align="center">2012&#x2013;2022</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Strength in adversity: the influence of psychological capital on job search</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">4.41</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i001.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Work-family conflict and burnout among Chinese doctors: The mediating role of psychological capital</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">5.92</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i002.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The impact of business school students&#x2019; psychological capital on academic performance</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">7.94</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i003.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Sources of method bias in social science research and recommendations on how to control it</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">12.13</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i004.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Authentic leadership promoting employees&#x2019; psychological capital and creativity</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">14.21</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i005.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital as a buffer to student stress</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">4.91</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i006.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The impact of psychological capital on job embeddedness and job performance among nurses: A structural equation approach</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="center">5.52</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i007.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Building on the positives: a psychometric review and critical analysis of the construct of psychological capital</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">6.76</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i008.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Meeting the leadership challenge of employee well-being through relationship psychological capital and health capital</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">7.65</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i009.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The relative trustworthiness of inferential tests of the indirect effect in statistical mediation analysis: Does method really matter?</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">13.74</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i010.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The impact of psychological capital on job burnout of Chinese nurses: The mediator role of organizational commitment</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="center">5.12</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i011.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">New nurses burnout and workplace wellbeing: The influence of authentic leadership and psychological capital</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">6.04</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i012.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital: A review and synthesis</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">24.67</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i013.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">A critical review of the job demands-resources model: implications for improving work and health</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">4.23</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i014.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The left side of psychological capital: new evidence on the antecedents of psychology capital</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">10.92</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i015.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital among university students: relationships with study engagement and intrinsic motivation</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">13.27</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i016.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Innovation and creativity in organizations: a state-of-the-science review, prospective commentary, and guiding framework</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">5.82</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i017.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Building the leaders of tomorrow: the development of academic psychological capital</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">6.99</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i018.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Getting to the &#x201C;COR&#x201D;: understanding the role of resources in conservation of resources theory</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="center">11.11</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i019.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Do psychological capital and work engagement foster frontline employees&#x2019; satisfaction? A study in the hotel industry</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">8.17</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i020.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The impact of employees&#x2019; positive psychological capital on job satisfaction and organizational citizenship behaviors in the hotel</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">7.87</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i021.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Why is hospitality employees&#x2019; psychological capital important? The effects of psychology capital on work engagement and employee morale</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">11.57</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i022.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital intervention (PCI): A replication and extension</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">11.95</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i023.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The relationship between psychological capital, job satisfaction, and safety perceptions in the maritime industry</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">6.79</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i024.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Impact of psychological capital on innovative performance and job stress</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">10.78</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i025.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Linking positive emotions to work well-being and turnover intention among Hong Kong police officers: The role of psychological capital</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">7.69</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i026.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Effects of psychological capital on mental health and substance abuse</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">9.59</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i027.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Toward better understanding of the learning goal orientation&#x2013;creativity relationship: The role of positive psychological capital</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">4.99</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i028.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital and well-being</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">11.18</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i029.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The mediating role of coping style in the relationship between psychological capital and burnout among Chinese nurses</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">5.56</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i030.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The mediating role of psychological capital on the association between occupational stress and job burnout among bank employees in China</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">6.64</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i031.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Why entrepreneurs often experience low, not high, levels of stress: The joint effects of selection and psychological capital</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">7.63</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i032.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital as a team phenomenon: mediating the relationship between learning climate and outcomes at the individual and team levels</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="center">5.94</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i033.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Job demands&#x2013;resources theory: Taking stock and looking forward.</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">10.47</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i034.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital: An evidence-based positive approach</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">47.50</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i035.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital in the quick service restaurant industry: A study of unit-level performance</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">5.94</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i036.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Test of a mediation model of psychological capital among hotel salespeople</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">6.79</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i037.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The cross-level mediating effect of psychological capital on the organizational innovation climate&#x2013;employee innovative behavior relationship</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="center">5.52</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i038.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital bolsters motivation, engagement, and achievement: Cross-sectional and longitudinal studies</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">10.47</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i039.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The concept of psychological capital: A comprehensive review</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">9.24</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i040.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Psychological capital and performance among undergraduate students: The role of meaning-focused coping and satisfaction</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">7.69</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i041.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">Testing a dynamic model of the impact of psychological capital on work engagement and job performance</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">9.24</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i042.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">How psychological capital mediates between study-related positive emotions and academic performance</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="center">4.61</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i043.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The psychological impact of quarantine and how to reduce it: Rapid review of the evidence</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">8.08</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i044.jpg"/></td>
</tr>
<tr>
<td valign="top" align="left">The psychological impact of the covid-19 epidemic on college students in China</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">6.52</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center"><inline-graphic xlink:href="fpsyg-13-1064256-i045.jpg"/></td>
</tr>
</tbody>
</table>
</table-wrap>
<p><xref ref-type="bibr" rid="B28">Dawkins et al. (2013)</xref> provided a comprehensive analysis and review of the theoretical conceptualization and psychometric properties of PsyCap and proposed six indicators to advance PsyCap research. Scholars have expanded the scope of empirical research on PsyCap by recognizing the emotional, cognitive, and motivational psychological states associated with creativity and innovation (<xref ref-type="bibr" rid="B4">Anderson et al., 2014</xref>). Thereafter, <xref ref-type="bibr" rid="B72">Newman et al. (2014)</xref> sorted out the factors affecting the development of PsyCap from the perspective of empirical analysis and the results of different levels of research. <xref ref-type="bibr" rid="B37">Halbesleben et al. (2014)</xref> expanded the theoretical study of PsyCap by combing the literature on resource conservation theory and suggesting the introduction of psychology and management. Underpinning these theoretical and empirical guides, the impact analysis, mediating effects, and practical applications of PsyCap have been further developed, with a comprehensive compendium and elaboration by <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref>. With the focus on individual characteristics in the field of PsyCap, <xref ref-type="bibr" rid="B73">Nolzen (2018)</xref> called for researchers to further investigate the relationship between emotions and PsyCap, and suggests analyzing the effects of PsyCap in the context of strategic human resource management. In addition, <xref ref-type="bibr" rid="B82">Podsakoff et al. (2012)</xref> explored studies on the methodological bias, and <xref ref-type="bibr" rid="B38">Hayes and Scharkow (2013)</xref> recommend bias-corrected bootstrap confidence intervals as mediated analyses for the most trustworthy tests, which provide technical support for empirical studies of PsyCap.</p>
<p>The above meta-analysis of the literature shows that there has been much research on positive PsyCap and performance, behavior, and attitudes (e.g., satisfaction, commitment, happiness, and willingness to leave). Among them, the research based on individual objects: (1) the influential relationship or mediating role between employees&#x2019; PsyCap and job demands (<xref ref-type="bibr" rid="B24">Chen and Lim, 2012</xref>; <xref ref-type="bibr" rid="B11">Bakker and Demerouti, 2017</xref>), job satisfaction (<xref ref-type="bibr" rid="B15">Bergheim et al., 2015</xref>; <xref ref-type="bibr" rid="B43">Jung and Yoon, 2015</xref>; <xref ref-type="bibr" rid="B44">Karatepe and Karadas, 2015</xref>), well-being (<xref ref-type="bibr" rid="B65">Luthans et al., 2013</xref>; <xref ref-type="bibr" rid="B103">Youssef-Morgan and Luthans, 2015</xref>), performance/innovation performance (<xref ref-type="bibr" rid="B1">Abbas and Raja, 2015</xref>; <xref ref-type="bibr" rid="B76">Paek et al., 2015</xref>; <xref ref-type="bibr" rid="B71">Mathe et al., 2017</xref>; <xref ref-type="bibr" rid="B3">Alessandri et al., 2018</xref>), job stress (<xref ref-type="bibr" rid="B50">Laschinger and Fida, 2014</xref>; <xref ref-type="bibr" rid="B55">Li et al., 2015</xref>), and creativity (<xref ref-type="bibr" rid="B83">Rego et al., 2012</xref>; <xref ref-type="bibr" rid="B41">Huang and Luthans, 2015</xref>; <xref ref-type="bibr" rid="B40">Hsu and Chen, 2017</xref>); (2) the effect or mediating role of students&#x2019; PsyCap on academic performance (<xref ref-type="bibr" rid="B58">Luthans et al., 2012</xref>; <xref ref-type="bibr" rid="B89">Siu et al., 2014</xref>; <xref ref-type="bibr" rid="B27">Datu et al., 2018</xref>; <xref ref-type="bibr" rid="B22">Carmona et al., 2019</xref>), satisfaction (<xref ref-type="bibr" rid="B75">Ortega-Maldonado and Salanova, 2018</xref>), and stress (<xref ref-type="bibr" rid="B84">Riolli et al., 2012</xref>); (3) the moderating effect of PsyCap on health care workers on family conflict (<xref ref-type="bibr" rid="B99">Wang et al., 2012</xref>), performance (<xref ref-type="bibr" rid="B93">Sun et al., 2012</xref>), and job burnout (<xref ref-type="bibr" rid="B78">Peng et al., 2013</xref>; <xref ref-type="bibr" rid="B29">Ding et al., 2015</xref>).</p>
<p>Research based on teams and organizations, for example, <xref ref-type="bibr" rid="B39">Heled et al. (2016)</xref> explored the mediating effect of team PsyCap on learning climate, learning outcomes, job satisfaction, and team organizational behavior. Focus on the current special social environment, COVID is a research hotspot in the field of PsyCap. <xref ref-type="bibr" rid="B17">Brooks et al. (2020)</xref> found that after the outbreak of coronavirus disease in December 2019, the psychological impact brought by quarantine was extensive and substantial. <xref ref-type="bibr" rid="B21">Cao et al. (2020)</xref> studied the impact of COVID-19 on college students&#x2019; PsyCap.</p>
<p>Research on PsyCap metrics and nurturing interventions are also a research priority. <xref ref-type="bibr" rid="B5">Avey (2014)</xref> conducted two separate empirical studies of 1,264 engineers and technicians, and 529 Chinese scientists and technicians from an individual psychological perspective and found that individual differences, leadership ability, and job characteristics were strong predictors of PsyCap. Results from the <xref ref-type="bibr" rid="B59">Luthans et al. (2014)</xref> experimental study provide preliminary support that short-term training interventions can positively impact the academic PsyCap of business students. These two papers focused on short-term interventions for PsyCap, and <xref ref-type="bibr" rid="B86">Russo and Stoykova (2015)</xref> further explored the long-term effects of these approaches.</p>
</sec>
<sec id="S3.SS4.SSS3">
<title>Keywords analysis</title>
<p>In bibliometrics, keyword co-occurrence is used to identify research trends. We employ Cite-Space to generate a keyword co-occurrence network for PsyCap, illustrated in <xref ref-type="fig" rid="F6">Figure 6</xref>. Furthermore, we can find 9 clusters, which are formed based on the keyword co-occurrence network. The specific information on clustering is further presented in <xref ref-type="table" rid="T7">Table 7</xref> and <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
<table-wrap position="float" id="T7">
<label>TABLE 7</label>
<caption><p>Co-occurrence of keywords in PsyCap.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">cluster#0(77)</td>
<td valign="top" align="center">cluster #1(68)</td>
<td valign="top" align="center">cluster #2(29)</td>
<td valign="top" align="center">cluster #3(23)</td>
<td valign="top" align="center">cluster #4(20)</td>
<td valign="top" align="center">cluster #5(20)</td>
<td valign="top" align="center">cluster #6(13)</td>
<td valign="top" align="center">cluster #7(10)</td>
<td valign="top" align="center">cluster #8(4)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Social capital (356)</td>
<td valign="top" align="center">Psychological Capital (636)</td>
<td valign="top" align="center">Consequence (22)</td>
<td valign="top" align="center">Perception (65)</td>
<td valign="top" align="center">Stress (218)</td>
<td valign="top" align="center">Gender (38)</td>
<td valign="top" align="center">Women (24)</td>
<td valign="top" align="center">Network (49)</td>
<td valign="top" align="center">Labor (2)</td>
</tr>
<tr>
<td valign="top" align="left">Mental health (288)</td>
<td valign="top" align="center">Performance (510)</td>
<td valign="top" align="center">Psychological contract (11)</td>
<td valign="top" align="center">Experience (52)</td>
<td valign="top" align="center">Well-being (46)</td>
<td valign="top" align="center">Student (35)</td>
<td valign="top" align="center">United States (9)</td>
<td valign="top" align="center">Innovation (16)</td>
<td valign="top" align="center">Coping (2)</td>
</tr>
<tr>
<td valign="top" align="left">Health (279)</td>
<td valign="top" align="center">Impact (470)</td>
<td valign="top" align="center">Human resource management (9)</td>
<td valign="top" align="center">Children (35)</td>
<td valign="top" align="center">Commitment (31)</td>
<td valign="top" align="center">Human capital (27)</td>
<td valign="top" align="center">Preference (5)</td>
<td valign="top" align="center">Strength (2)</td>
<td valign="top" align="center">succe (2)</td>
</tr>
<tr>
<td valign="top" align="left">Depression (186)</td>
<td valign="top" align="center">Self-efficacy (214)</td>
<td valign="top" align="center">Identity (9)</td>
<td valign="top" align="center">Self (32)</td>
<td valign="top" align="center">Empowerment (17)</td>
<td valign="top" align="center">Education (24)</td>
<td valign="top" align="center">Gender difference (5)</td>
<td valign="top" align="center">Weak ty (2)</td>
<td valign="top" align="center">Flow (2)</td>
</tr>
<tr>
<td valign="top" align="left">Support (117)</td>
<td valign="top" align="center">Resource (201)</td>
<td valign="top" align="center">Intelligence (7)</td>
<td valign="top" align="center">Context (21)</td>
<td valign="top" align="center">Happiness (12)</td>
<td valign="top" align="center">Strategy (11)</td>
<td valign="top" align="center">Information technology (3)</td>
<td valign="top" align="center">Social structure (2)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>From the observation of <xref ref-type="fig" rid="F6">Figure 6</xref>, we can see that cluster &#x201C;#0 social capital&#x201D; and cluster &#x201C;#1 Psychological Capital&#x201D; are the largest clusters, containing more keywords, and they are more closely connected. Cluster &#x201C;#0 social capital&#x201D; includes 77 keywords, cluster &#x201C;#1 Psychological Capital&#x201D; has 68 keywords, and cluster &#x201C;#2 death penalty&#x201D; contains 29 keywords. Cluster &#x201C;#3 fertility intentions,&#x201D; cluster &#x201C;#4 well-being,&#x201D; cluster &#x201C;#5 information,&#x201D; cluster &#x201C;#6 spouse abuse,&#x201D; cluster &#x201C;#7 shared cognitions,&#x201D; cluster &#x201C;#8 career orientations&#x201D; contain 23, 20, 20, 13, 10, 4 keywords, respectively. And the cluster &#x201C;#8 career orientations&#x201D; is the smallest cluster, which only has four keywords, including &#x201C;labor,&#x201D; &#x201C;flow,&#x201D; &#x201C;succe&#x201D; and &#x201C;coping.&#x201D; <xref ref-type="table" rid="T7">Table 7</xref> lists the top five co-occurrence keywords with the highest frequency in each cluster.</p>
<p>Furthermore, we obtain 60 hot keywords using burst point detection in the Cite-Space (<xref ref-type="bibr" rid="B81">Ping et al., 2017</xref>). We highlighted the ten keywords with the greatest strength. The hot keywords generated during the steady growth (1970&#x2013;2007) stage are &#x201C;Self-rated health&#x201D; (the strength is 11.21, begin at 2007, end and in 2016), &#x201C;social capital&#x201D; (10.58, 1999&#x2013;2006), &#x201C;Mortality&#x201D; (10.3, 2000&#x2013;2015) and &#x201C;Women&#x201D; (9.70, 2005&#x2013;2015). The hot keywords generated during the rapid growth stage (2008&#x2013;2017) are &#x201C;Trust&#x201D; (12.83, 2008&#x2013;2016), &#x201C;Positive organizational behavior&#x201D; (11.42, 2010&#x2013;2018), &#x201C;Children&#x201D; (10.64, 2012&#x2013;2018) and &#x201C;Organizational behavior&#x201D; (9.96, 2010&#x2013;2017). The others generated during the third stage (2018&#x2013;2022) are &#x201C;Nurse&#x201D; (12.55, 2020&#x2013;2022) and &#x201C;Motivation&#x201D; (9.97, 2019&#x2013;2020). Noted that &#x201C;Nurse&#x201D; is a current hot topic of research in PsyCap. Among the related researches, the moderating effect of psychological capital on nurses in the workplace is a research priority. The literature related to the keyword &#x201C;motivation&#x201D; focuses on the relationship between psychological capital and the behavioral motivation of various workplace personnel, such as <xref ref-type="bibr" rid="B27">Datu et al. (2018)</xref>, <xref ref-type="bibr" rid="B102">Xu et al. (2021)</xref>, and <xref ref-type="bibr" rid="B54">Li et al. (2022)</xref>.</p>
</sec>
</sec>
</sec>
<sec id="S4">
<title>Additional discussions: The main path analysis</title>
<p>In this section, we use the main path analysis method to identify the main paths and the key nodes in the development of PsyCap. Specifically, we analyze the development of PsyCap knowledge from four perspectives: global key route, global standard route, local forward route, and local backward route.</p>
<p>As shown in <xref ref-type="fig" rid="F7">Figure 7A</xref>, there is only one global standard route for PsyCap research, starting with <xref ref-type="bibr" rid="B63">Luthans and Youssef (2004)</xref>, and ending with <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref>. And one node represents one document and the arrows represent the direction of the study along the timeline. <xref ref-type="bibr" rid="B63">Luthans and Youssef (2004)</xref> argued that developing and managing employees&#x2019; positive PsyCap can improve their competitive advantage and suggested the following four channels: (1) developing self-efficacy/confidence, (2) developing hope, (3) developing optimism, and (4) developing resiliency. <xref ref-type="bibr" rid="B64">Luthans et al. (2007)</xref> analyzed how to develop a PsyCap approach from a micro-intervention perspective and explored the relationship between PsyCap on financial and investment reporting. Based on the concept of positive psychology (<xref ref-type="bibr" rid="B87">Seligman and Csikszentmihalyi, 2000</xref>) and related recommendations (<xref ref-type="bibr" rid="B85">Roberts, 2006</xref>) and guidelines (<xref ref-type="bibr" rid="B45">Kilduff, 2006</xref>) in organizational behavior, <xref ref-type="bibr" rid="B61">Luthans and Youssef (2007)</xref> combed through the literature on positive organizational behavior and laid the groundwork for research on how positive PsyCap affects organizational behavior.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Global standard route <bold>(A)</bold> and key route <bold>(B)</bold> in the field of PsyCap.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g007.tif"/>
</fig>
<p>The establishment of related theories has further led to the development of PsyCap research, from experimental (<xref ref-type="bibr" rid="B64">Luthans et al., 2007</xref>, <xref ref-type="bibr" rid="B66">2008a</xref>,<xref ref-type="bibr" rid="B69">2010</xref>) to empirical (<xref ref-type="bibr" rid="B8">Avey et al., 2009</xref>), from impact analysis to mediated utility (<xref ref-type="bibr" rid="B67">Luthans et al., 2008b</xref>; <xref ref-type="bibr" rid="B96">Walumbwa et al., 2010</xref>), and from cross-sectional to longitudinal data (<xref ref-type="bibr" rid="B80">Peterson et al., 2011</xref>). In addition, scholars continue to sort out and summarize theories, methods, results, and applications in the field of PsyCap through literature reviews, among which the classic literature includes <xref ref-type="bibr" rid="B28">Dawkins et al. (2013)</xref>, <xref ref-type="bibr" rid="B72">Newman et al. (2014)</xref>, and <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref>. This literature provides theoretical support and methodological bolster for subsequent studies.</p>
<p><xref ref-type="fig" rid="F7">Figure 7B</xref> shows the global key route in the field of PsyCap. There are 2 nodes in purple color, which means that two different documents are generated in the global standard route. Among them, <xref ref-type="bibr" rid="B10">Avey et al. (2008)</xref> have specifically studied the impact of positive PsyCap and positive emotions of employees on organizational change. <xref ref-type="bibr" rid="B12">Baron et al. (2016)</xref> study found that entrepreneurs have lower levels of stress that are attributable to their stronger PsyCap. And the correlation coefficient between corporate technical innovation and corporate leverage is negative in PsyCap.</p>
<p><xref ref-type="fig" rid="F8">Figure 8A</xref> illustrates the local forward route in the PsyCap domain. Compared to <xref ref-type="fig" rid="F7">Figure 7</xref>, we find a new node which is marked in green. This node represents the literature by <xref ref-type="bibr" rid="B68">Luthans et al. (2008c)</xref>, which proposed an approach to human resource management based on PsyCap theory that applies to the Chinese environment.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Local forward route <bold>(A)</bold> and backward route <bold>(B)</bold> in the field of PsyCap.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-1064256-g008.tif"/>
</fig>
<p><xref ref-type="fig" rid="F8">Figure 8B</xref> displays the local backward route in the field of PsyCap. There are two main routes and 14 notes, and all paths converge to the node <xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan (2017)</xref> in the end. Meanwhile, a blue node is particularly conspicuous, and it corresponds to the literature that represents the extension of PsyCap to the field of well-being.</p>
<p>There are 17 documents in the four main paths mentioned above, of which five literature reviews lead and guide the development of the field. The remaining 12 essays are groundbreaking works, where PsyCap collides with each of the major themes. As PsyCap collided with other major themes, many seminal articles were produced, such as the 12 remaining articles in the main pathway.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>The statistics and analysis of the literature related to the field of PsyCap based on CiteSpace and Pajek provide a unique and meaningful snapshot of the subsequent research. Many conclusions can be drawn from the analysis: (1) The annual publication volume of the literature indicates that research in this field can be broadly divided into three phases: steady growth (1970&#x2013;2007), rapid growth (2008&#x2013;2017), and high rapid growth (2018&#x2013;2022.9). According to the distribution of disciplinary classifications, it is clear that PsyCap has become an interdisciplinary study, mainly involving sociology, environmental studies, medicine, and business administration. Australia, the United States, and China dominate research on PsyCap, while these countries have the most prolific authors and institutions. (2) Grounded in the analysis of collaboration, a highly consistent relationship was found between authors who collaborated more and those authors who were more efficient. The same phenomenon was found in the countries or regions. And the overwhelming majority of the most influential journals are those in psychology and management. (3) Focusing on the clustering analysis of the cited literature, it is found that PsyCap research concentrates on the measurement and development of PsyCap and the influence or mediating role of PsyCap on organizational behavior and employee behavior. It is also interesting to note that the authors of the most cited literature are Luthans and Avey, who are likewise among the most prolific authors. (4) Based on the keyword clustering analysis and emergent point detection, it can be seen that in addition to the theme word &#x201C;PsyCap,&#x201D; performance, influence, health, social capital, and stress are the core keywords in this field; organizational behavior, nurses, and motivation have become hot topics in recent years. (5) The analysis of the four main paths reveals that the development of PsyCap research is as follows: theoretical construction to practical application, macro elaboration to micro empirical evidence, and static research to dynamic analysis. In addition, it is worth mentioning that the development of the psychological capital field is closely related to the influence and guidance of relevant policies, especially current research hotspots, such as innovation, well-being, and performance. Meanwhile, the improvement of psychological capital theories, methods, and norms, the expansion of the scope of empirical studies, and the improvement of the accuracy of the results have further improved the effectiveness of policy implementation.</p>
<p>We further summarized the current and future research hotspots in the field of PsyCap, as follows: (1) expand and refine the concept of PsyCap by incorporating other heart resources, such as emotional intelligence, courage, and forgiveness (<xref ref-type="bibr" rid="B62">Luthans and Youssef-Morgan, 2017</xref>); (2) The impact and mediating role of PsyCap on individuals, organizations or groups, from the direction of stress, motivation, and innovation, knowledge management; (3) Research on PsyCap development and the methods and effects of long- and short-term interventions; (4) cross-sectional research and use of PsyCap, for example, the impact of managers&#x2019; PsyCap on strategy and decision making (<xref ref-type="bibr" rid="B73">Nolzen, 2018</xref>).</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7">
<title>Author contributions</title>
<p>SM developed the theoretical framework. XF worked on data collection and processing. DL worked on literature review and manuscript writing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The authors acknowledge the financial support from Humanity and Social Science Youth Foundation of Ministry of Education of China (Grant No. 18YJC790118) and The Philosophy and Social Science Innovation Team Project of Yunnan Province (No. 2022CX01).</p>
</sec>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbas</surname> <given-names>M.</given-names></name> <name><surname>Raja</surname> <given-names>U.</given-names></name></person-group> (<year>2015</year>). <article-title>Impact of psychological capital on innovative performance and job stress.</article-title> <source><italic>Can. J. Adm. Sci.</italic></source> <volume>32</volume> <fpage>128</fpage>&#x2013;<lpage>138</lpage>. <pub-id pub-id-type="doi">10.1002/cjas.1314</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbas</surname> <given-names>M.</given-names></name> <name><surname>Raja</surname> <given-names>U.</given-names></name> <name><surname>Darr</surname> <given-names>W.</given-names></name> <name><surname>Bouckenooghe</surname> <given-names>D.</given-names></name></person-group> (<year>2014</year>). <article-title>Combined effects of perceived politics and psychological capital on job satisfaction, turnover intentions, and performance.</article-title> <source><italic>J. Manag.</italic></source> <volume>40</volume> <fpage>1813</fpage>&#x2013;<lpage>1830</lpage>. <pub-id pub-id-type="doi">10.1177/0149206312455243</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alessandri</surname> <given-names>G.</given-names></name> <name><surname>Consiglio</surname> <given-names>C.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Borgoni</surname> <given-names>L.</given-names></name></person-group> (<year>2018</year>). <article-title>Testing a dynamic model of the impact of psychological capital on work engagement and job performance, career development international.</article-title> <source><italic>J. Execut. Consult. Acad.</italic></source> <volume>23</volume> <fpage>33</fpage>&#x2013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1108/CDI-11-2016-0210</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname> <given-names>N.</given-names></name> <name><surname>Poto&#x00E8;nik</surname> <given-names>K.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name></person-group> (<year>2014</year>). <article-title>Innovation and creativity in organizations: A state-of-the-science review, prospective commentary, and guiding framework.</article-title> <source><italic>J. Manag.</italic></source> <volume>40</volume> <fpage>1297</fpage>&#x2013;<lpage>1333</lpage>. <pub-id pub-id-type="doi">10.1177/0149206314527128</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avey</surname> <given-names>J. B.</given-names></name></person-group> (<year>2014</year>). <article-title>The left side of psychological capital: New evidence on the antecedents of PsyCap.</article-title> <source><italic>J. Leadersh. Organ. Stud.</italic></source> <volume>21</volume> <fpage>141</fpage>&#x2013;<lpage>149</lpage>.</citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Luthan</surname> <given-names>F.</given-names></name> <name><surname>Youssef</surname> <given-names>C. M.</given-names></name></person-group> (<year>2010a</year>). <article-title>The additive value of positive psychological capital in predicting work attitudes and behaviors.</article-title> <source><italic>J. Manag.</italic></source> <volume>36</volume> <fpage>430</fpage>&#x2013;<lpage>452</lpage>. <pub-id pub-id-type="doi">10.1177/1548051813515516</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Smith</surname> <given-names>R. M.</given-names></name> <name><surname>Palmer</surname> <given-names>N. F.</given-names></name></person-group> (<year>2010b</year>). <article-title>Impact of positive psychological capital on employee well-being over time.</article-title> <source><italic>J. Occup. Health Psychol.</italic></source> <volume>15</volume> <fpage>17</fpage>&#x2013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1177/0149206308329961</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Luthan</surname> <given-names>F.</given-names></name> <name><surname>Jensen</surname> <given-names>S. M.</given-names></name></person-group> (<year>2009</year>). <article-title>Psychological capital: A positive resource for combating employee stress and turnover.</article-title> <source><italic>Hum. Resour. Manag.</italic></source> <volume>48</volume> <fpage>677</fpage>&#x2013;<lpage>693</lpage>. <pub-id pub-id-type="doi">10.1037/a0016998</pub-id> <pub-id pub-id-type="pmid">20063956</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Reichard</surname> <given-names>R. J.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Mhatre</surname> <given-names>K. H.</given-names></name></person-group> (<year>2011</year>). <article-title>Meta-analysis of the impact of positive psychological capital on employee attitudes, behaviors, and performance.</article-title> <source><italic>Hum. Resour. Dev. Q.</italic></source> <volume>22</volume> <fpage>127</fpage>&#x2013;<lpage>152</lpage>. <pub-id pub-id-type="doi">10.1002/hrm.20294</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Wernsing</surname> <given-names>T. S.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name></person-group> (<year>2008</year>). <article-title>Can positive employees help positive organizational change? Impact of psychological capital and emotions on relevant attitudes and behaviors.</article-title> <source><italic>J. Appl. Behav. Sci.</italic></source> <volume>44</volume> <fpage>48</fpage>&#x2013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1002/hrdq.20070</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bakker</surname> <given-names>A. B.</given-names></name> <name><surname>Demerouti</surname> <given-names>E.</given-names></name></person-group> (<year>2017</year>). <article-title>Job demands&#x2013;resources theory: Taking stock and looking forward.</article-title> <source><italic>J. Occup. Health Psychol.</italic></source> <volume>22</volume> <fpage>273</fpage>&#x2013;<lpage>285</lpage>.</citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baron</surname> <given-names>R. A.</given-names></name> <name><surname>Franklin</surname> <given-names>R. J.</given-names></name> <name><surname>Hmieleski</surname> <given-names>K. M.</given-names></name></person-group> (<year>2016</year>). <article-title>Why entrepreneurs often experience low, not high, levels of stress: The joint effects of selection and psychological capital.</article-title> <source><italic>J. Manag.</italic></source> <volume>42</volume> <fpage>742</fpage>&#x2013;<lpage>768</lpage>. <pub-id pub-id-type="doi">10.1177/0149206313495411</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Batagelj</surname> <given-names>V.</given-names></name> <name><surname>Mrvar</surname> <given-names>A.</given-names></name></person-group> (<year>1998</year>). <article-title>Pajek-A program for large network analysis.</article-title> <source><italic>Connection</italic></source> <volume>21</volume> <fpage>47</fpage>&#x2013;<lpage>57</lpage>.</citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baumgartner</surname> <given-names>H.</given-names></name> <name><surname>Pieters</surname> <given-names>R.</given-names></name></person-group> (<year>2003</year>). <article-title>The structural influence of marketing journals: A citation analysis of the discipline and its subareas over time.</article-title> <source><italic>J. Mark.</italic></source> <volume>67</volume> <fpage>123</fpage>&#x2013;<lpage>139</lpage>. <pub-id pub-id-type="doi">10.1509/jmkg.67.2.123.18610</pub-id> <pub-id pub-id-type="pmid">11670861</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bergheim</surname> <given-names>K.</given-names></name> <name><surname>Nielsen</surname> <given-names>M. B.</given-names></name> <name><surname>Mearn</surname> <given-names>K.</given-names></name> <name><surname>Eid</surname> <given-names>J.</given-names></name></person-group> (<year>2015</year>). <article-title>The relationship between psychological capital, job satisfaction, and safety perceptions in the maritime industry.</article-title> <source><italic>Saf. Sci.</italic></source> <volume>74</volume> <fpage>27</fpage>&#x2013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1016/j.ssci.2014.11.024</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhukya</surname> <given-names>R.</given-names></name> <name><surname>Paul</surname> <given-names>J.</given-names></name> <name><surname>Kastanakis</surname> <given-names>M.</given-names></name> <name><surname>Robinson</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>Forty years of European management journal: A bibliometric overview.</article-title> <source><italic>Eur. Manag. J.</italic></source> <volume>40</volume> <fpage>10</fpage>&#x2013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1016/j.emj.2021.04.001</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brooks</surname> <given-names>S. K.</given-names></name> <name><surname>Webster</surname> <given-names>R. K.</given-names></name> <name><surname>Smith</surname> <given-names>L. E.</given-names></name> <name><surname>Woodland</surname> <given-names>L.</given-names></name> <name><surname>Rubin</surname> <given-names>G. J.</given-names></name></person-group> (<year>2020</year>). <article-title>The psychological impact of quarantine and how to reduce it: Rapid review of the evidence.</article-title> <source><italic>Lancet</italic></source> <volume>395</volume> <fpage>912</fpage>&#x2013;<lpage>920</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(20)30460-8</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brunetto</surname> <given-names>Y.</given-names></name> <name><surname>Saheli</surname> <given-names>N.</given-names></name> <name><surname>Dick</surname> <given-names>T.</given-names></name> <name><surname>Nelson</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>Psychosocial safety climate, psychological capital, healthcare SLBs&#x2019; wellbeing and innovative behavior during the Covid-19 pandemic.</article-title> <source><italic>Public Perform. Manag. Rev.</italic></source> <volume>45</volume> <fpage>751</fpage>&#x2013;<lpage>772</lpage>. <pub-id pub-id-type="doi">10.1080/15309576.2021.1918189</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bunjak</surname> <given-names>A.</given-names></name> <name><surname>Cerne</surname> <given-names>M.</given-names></name> <name><surname>Schoelly</surname> <given-names>E. L.</given-names></name></person-group> (<year>2022</year>). <article-title>Exploring the past, present, and future of the mindfulness field: A multitechnique bibliometric review.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>13</volume>:<issue>792599</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2022.792599</pub-id> <pub-id pub-id-type="pmid">35959046</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burns</surname> <given-names>A. J.</given-names></name> <name><surname>Posey</surname> <given-names>C.</given-names></name> <name><surname>Roberts</surname> <given-names>T. L.</given-names></name> <name><surname>Lowry</surname> <given-names>P. B.</given-names></name></person-group> (<year>2017</year>). <article-title>Examining the relationship of organizational insiders&#x2019; psychological capital with information security threat and coping appraisals.</article-title> <source><italic>Comput. Hum. Behav.</italic></source> <volume>68</volume> <fpage>190</fpage>&#x2013;<lpage>209</lpage>. <pub-id pub-id-type="doi">10.1016/j.chb.2016.11.018</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cao</surname> <given-names>W.</given-names></name> <name><surname>Fang</surname> <given-names>Z.</given-names></name> <name><surname>Hou</surname> <given-names>G.</given-names></name> <name><surname>Han</surname> <given-names>M.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Dong</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>The psychological impact of the COVID-19 epidemic on college students in China.</article-title> <source><italic>Psychiatry Res.</italic></source> <volume>287</volume>:<issue>112934</issue>. <pub-id pub-id-type="doi">10.1016/j.psychres.2020.112934</pub-id> <pub-id pub-id-type="pmid">32229390</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carmona</surname> <given-names>M.</given-names></name> <name><surname>Salanova</surname> <given-names>M.</given-names></name> <name><surname>Llorens</surname> <given-names>S.</given-names></name> <name><surname>Schaufeli</surname> <given-names>W. B.</given-names></name></person-group> (<year>2019</year>). <article-title>How psychological capital mediates between study-related positive emotions and academic performance.</article-title> <source><italic>J. Happiness Stud.</italic></source> <volume>20</volume> <fpage>605</fpage>&#x2013;<lpage>617</lpage>. <pub-id pub-id-type="doi">10.1007/s10902-018-9963-5</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>C.</given-names></name></person-group> (<year>2006</year>). <article-title>Citespace II: Detecting and visualizing emerging trends and transient patterns in scientific literature.</article-title> <source><italic>J. Am. Soc. Inf. Sci. Technol.</italic></source> <volume>57</volume> <fpage>359</fpage>&#x2013;<lpage>377</lpage>. <pub-id pub-id-type="doi">10.1002/asi.20317</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>D. J. Q.</given-names></name> <name><surname>Lim</surname> <given-names>V. K. G.</given-names></name></person-group> (<year>2012</year>). <article-title>Strength in adversity: The influence of psychological capital on job search.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>33</volume> <fpage>811</fpage>&#x2013;<lpage>839</lpage>. <pub-id pub-id-type="doi">10.1002/job.1814</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cobo</surname> <given-names>M.</given-names></name> <name><surname>L&#x00F3;pez-Herrera</surname> <given-names>J.</given-names></name> <name><surname>Herrera-Viedma</surname> <given-names>E.</given-names></name> <name><surname>Herrera</surname> <given-names>F.</given-names></name></person-group> (<year>2012</year>). <article-title>SciMAT: A new science mapping analysis software tool.</article-title> <source><italic>J. Am. Soc. Inf. Sci. Technol.</italic></source> <volume>63</volume> <fpage>1609</fpage>&#x2013;<lpage>1630</lpage>. <pub-id pub-id-type="doi">10.1002/asi.22688</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dan</surname> <given-names>X.</given-names></name> <name><surname>Ying</surname> <given-names>Y.</given-names></name> <name><surname>Shuan</surname> <given-names>H.</given-names></name> <name><surname>Shuang</surname> <given-names>X.</given-names></name></person-group> (<year>2021</year>). <article-title>Research on the global development of bioinformatics based on the core journals of SCIE br.</article-title> <source><italic>Libr. J.</italic></source> <volume>40</volume> <fpage>112</fpage>&#x2013;<lpage>121</lpage>.</citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Datu</surname> <given-names>J. A. D.</given-names></name> <name><surname>King</surname> <given-names>R. B.</given-names></name> <name><surname>Valdez</surname> <given-names>J. P. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Psychological capital bolsters motivation, engagement, and achievement: Cross-sectional and longitudinal studies.</article-title> <source><italic>J. Posit. Psychol.</italic></source> <volume>13</volume> <fpage>260</fpage>&#x2013;<lpage>270</lpage>.</citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dawkins</surname> <given-names>S.</given-names></name> <name><surname>Martin</surname> <given-names>A.</given-names></name> <name><surname>Scott</surname> <given-names>J.</given-names></name> <name><surname>Sanderson</surname> <given-names>K.</given-names></name></person-group> (<year>2013</year>). <article-title>Building on the positives: A psychometric review and critical analysis of the construct of psychological capital.</article-title> <source><italic>J. Occup. Organ. Psychol.</italic></source> <volume>86</volume> <fpage>348</fpage>&#x2013;<lpage>370</lpage>.</citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname> <given-names>Y. Q.</given-names></name> <name><surname>Yang</surname> <given-names>Y. J.</given-names></name> <name><surname>Yang</surname> <given-names>X. X.</given-names></name> <name><surname>Zhang</surname> <given-names>T. H.</given-names></name> <name><surname>Qiu</surname> <given-names>X. H.</given-names></name> <name><surname>He</surname> <given-names>X.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The mediating role of coping style in the relationship between psychological capital and burnout among Chinese nurses.</article-title> <source><italic>PLoS One</italic></source> <volume>10</volume>:<issue>e0122128</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0122128</pub-id> <pub-id pub-id-type="pmid">25898257</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dong</surname> <given-names>D.</given-names></name> <name><surname>Sun</surname> <given-names>M. L.</given-names></name> <name><surname>Xu</surname> <given-names>D.</given-names></name> <name><surname>Han</surname> <given-names>S.</given-names></name> <name><surname>Cui</surname> <given-names>L. Y.</given-names></name> <name><surname>Cao</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Mapping the hot spots and evolution main path of whole-body vibration training since the 21st century: A bibliometric analysis.</article-title> <source><italic>Front. Bioeng. Biotechnol.</italic></source> <volume>10</volume>:<issue>920846</issue>. <pub-id pub-id-type="doi">10.3389/fbioe.2022.920846</pub-id> <pub-id pub-id-type="pmid">35898640</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Falagas</surname> <given-names>M. E.</given-names></name> <name><surname>Pitsouni</surname> <given-names>E. I.</given-names></name> <name><surname>Malietzis</surname> <given-names>G. A.</given-names></name> <name><surname>Pappas</surname> <given-names>G.</given-names></name></person-group> (<year>2008</year>). <article-title>Comparison of PubMed. Scopus, web of science, and google scholar: Strengths and weaknesses.</article-title> <source><italic>FASEB J.</italic></source> <volume>22</volume> <fpage>338</fpage>&#x2013;<lpage>342</lpage>. <pub-id pub-id-type="doi">10.1096/fj.07-9492LSF</pub-id> <pub-id pub-id-type="pmid">17884971</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fang</surname> <given-names>Y.</given-names></name> <name><surname>Yi</surname> <given-names>J.</given-names></name> <name><surname>Wu</surname> <given-names>B. H.</given-names></name></person-group> (<year>2018</year>). <article-title>Climate change and tourism: A scientometric analysis using citespace.</article-title> <source><italic>J. Sustain. Tour.</italic></source> <volume>26</volume> <fpage>108</fpage>&#x2013;<lpage>126</lpage>. <pub-id pub-id-type="doi">10.1080/09669582.2017.1329310</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Flores</surname> <given-names>P.</given-names></name></person-group> (<year>2022</year>). <article-title>A bibliometric overview of mechanism and machine theory journal: Publication trends from 1990 to 2020.</article-title> <source><italic>Mech. Mach. Theory</italic></source> <volume>175</volume>:<issue>104965</issue>. <pub-id pub-id-type="doi">10.1016/j.mechmachtheory.2022.104965</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Freeman</surname> <given-names>L. C.</given-names></name></person-group> (<year>1979</year>). <article-title>Centrality in social networks conceptual clarification.</article-title> <source><italic>Soc. Netw.</italic></source> <volume>1</volume> <fpage>215</fpage>&#x2013;<lpage>239</lpage>. <pub-id pub-id-type="doi">10.1016/0378-8733(78)90021-7</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Glodber</surname> <given-names>F.</given-names></name></person-group> (<year>1970</year>). <article-title>Toward expansion of witherspoon-capital scruples, Jury bias, and use of psychological data to raise presumptions in law.</article-title> <source><italic>Harvard Civil Rights Civil Libr. Law Rev.</italic></source> <volume>5</volume> <fpage>53</fpage>&#x2013;<lpage>69</lpage>.</citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gu</surname> <given-names>Z. Y.</given-names></name> <name><surname>Meng</surname> <given-names>F. C.</given-names></name> <name><surname>Wang</surname> <given-names>S. Y.</given-names></name></person-group> (<year>2022</year>). <article-title>Mapping the field of social capital with innovation and future research agenda: A bibliometric and visualization analysis.</article-title> <source><italic>J. Intellect. Cap.</italic></source> <pub-id pub-id-type="doi">10.1108/JIC-09-2021-0248</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Halbesleben</surname> <given-names>J. R. B.</given-names></name> <name><surname>Neveu</surname> <given-names>J. P.</given-names></name> <name><surname>Paustian-Underdahl</surname> <given-names>S. C.</given-names></name> <name><surname>Westman</surname> <given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>Getting to the &#x201C;COR&#x201D;: Understanding the role of resources in conservation of resources theory.</article-title> <source><italic>J. Manag.</italic></source> <volume>40</volume> <fpage>1334</fpage>&#x2013;<lpage>1364</lpage>. <pub-id pub-id-type="doi">10.1177/0149206314527130</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayes</surname> <given-names>A. F.</given-names></name> <name><surname>Scharkow</surname> <given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>The relative trustworthiness of inferential tests of the indirect effect in statistical mediation analysis: Does method really matter?</article-title> <source><italic>Psychol. Sci.</italic></source> <volume>24</volume> <fpage>1918</fpage>&#x2013;<lpage>1927</lpage>. <pub-id pub-id-type="doi">10.1177/0956797613480187</pub-id> <pub-id pub-id-type="pmid">23955356</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heled</surname> <given-names>E.</given-names></name> <name><surname>Somec</surname> <given-names>A.</given-names></name> <name><surname>Waters</surname> <given-names>L.</given-names></name></person-group> (<year>2016</year>). <article-title>Psychological capital as a team phenomenon: Mediating the relationship between learning climate and outcomes at the individual and team levels.</article-title> <source><italic>J. Posit. Psychol.</italic></source> <volume>11</volume> <fpage>303</fpage>&#x2013;<lpage>314</lpage>. <pub-id pub-id-type="doi">10.1080/17439760.2015.1058971</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hsu</surname> <given-names>M. L. A.</given-names></name> <name><surname>Chen</surname> <given-names>F. H.</given-names></name></person-group> (<year>2017</year>). <article-title>The cross-level mediating effect of psychological capital on the organizational innovation climate&#x2013;employee innovative behavior relationship.</article-title> <source><italic>J. Creat. Behav.</italic></source> <volume>51</volume> <fpage>128</fpage>&#x2013;<lpage>139</lpage>. <pub-id pub-id-type="doi">10.1002/jocb.90</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>L.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name></person-group> (<year>2015</year>). <article-title>Toward better understanding of the learning goal orientation&#x2013;creativity relationship: The role of positive psychological capital.</article-title> <source><italic>Appl. Psychol.</italic></source> <volume>64</volume> <fpage>444</fpage>&#x2013;<lpage>472</lpage>. <pub-id pub-id-type="doi">10.1111/apps.12028</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>Y. W.</given-names></name> <name><surname>Ritchie</surname> <given-names>B. W.</given-names></name> <name><surname>Benckendorff</surname> <given-names>P.</given-names></name></person-group> (<year>2019</year>). <article-title>Bibliometric visualization: An application in tourism crisis and disaster management research.</article-title> <source><italic>Curr. Issues Tour.</italic></source> <volume>22</volume> <fpage>1925</fpage>&#x2013;<lpage>1957</lpage>. <pub-id pub-id-type="doi">10.1080/13683500.2017.1408574</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jung</surname> <given-names>H. S.</given-names></name> <name><surname>Yoon</surname> <given-names>H. H.</given-names></name></person-group> (<year>2015</year>). <article-title>The impact of employees&#x2019; positive psychological capital on job satisfaction and organizational citizenship behaviors in the hotel.</article-title> <source><italic>Int. J. Contemp. Hosp. Manag.</italic></source> <volume>27</volume> <fpage>1135</fpage>&#x2013;<lpage>1156</lpage>. <pub-id pub-id-type="doi">10.1108/IJCHM-01-2014-0019</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karatepe</surname> <given-names>O. M.</given-names></name> <name><surname>Karadas</surname> <given-names>G.</given-names></name></person-group> (<year>2015</year>). <article-title>Job demands&#x2013;resources theory: Taking stock and looking forward.</article-title> <source><italic>J. Occup. Health Psychol.</italic></source> <volume>22</volume> <fpage>273</fpage>&#x2013;<lpage>285</lpage>.</citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kilduff</surname> <given-names>M.</given-names></name></person-group> (<year>2006</year>). <article-title>Editor&#x2019;s comments: Publishing theory.</article-title> <source><italic>Acad. Manag. Rev.</italic></source> <volume>31</volume> <fpage>252</fpage>&#x2013;<lpage>255</lpage>. <pub-id pub-id-type="doi">10.5465/amr.2006.20208678</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kleinberg</surname> <given-names>J.</given-names></name></person-group> (<year>2003</year>). <article-title>Bursty and hierarchical structure in streams.</article-title> <source><italic>Data Min. Knowl. Discov.</italic></source> <volume>7</volume> <fpage>373</fpage>&#x2013;<lpage>397</lpage>. <pub-id pub-id-type="doi">10.1023/A:1024940629314</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koon</surname> <given-names>V. Y.</given-names></name></person-group> (<year>2022</year>). <article-title>Mobile learning and humanistic education: A science mapping approach.</article-title> <source><italic>Interact. Learn. Environ.</italic></source> <pub-id pub-id-type="doi">10.1080/10494820.2022.2061010</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>D.</given-names></name> <name><surname>Upadhyay</surname> <given-names>Y.</given-names></name> <name><surname>Yada</surname> <given-names>R.</given-names></name> <name><surname>Goyal</surname> <given-names>A. K.</given-names></name></person-group> (<year>2022</year>). <article-title>Psychological capital and innovative work behavior: The role of mastery orientation and creative self-efficacy.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>102</volume>:<issue>103157</issue>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2022.103157</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>P.</given-names></name> <name><surname>Shetty</surname> <given-names>K.</given-names></name> <name><surname>Fitzsimmons</surname> <given-names>J. R.</given-names></name> <name><surname>Hayes</surname> <given-names>S. G.</given-names></name></person-group> (<year>2022</year>). <article-title>The journal of fashion marketing and management: A bibliometric overview since its inception.</article-title> <source><italic>J. Fash. Mark. Manag.</italic></source> <volume>26</volume> <fpage>197</fpage>&#x2013;<lpage>220</lpage>. <pub-id pub-id-type="doi">10.1108/JFMM-03-2022-290</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laschinger</surname> <given-names>H. K. S.</given-names></name> <name><surname>Fida</surname> <given-names>R.</given-names></name></person-group> (<year>2014</year>). <article-title>New nurses burnout and workplace wellbeing: The influence of authentic leadership and psychological capital.</article-title> <source><italic>Burn. Res.</italic></source> <volume>1</volume> <fpage>19</fpage>&#x2013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1016/j.burn.2014.03.002</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>B.</given-names></name> <name><surname>Xu</surname> <given-names>Z. S.</given-names></name></person-group> (<year>2021</year>). <article-title>A comprehensive bibliometric analysis of financial innovation.</article-title> <source><italic>Econ. Res.</italic></source> <volume>35</volume> <fpage>367</fpage>&#x2013;<lpage>390</lpage>. <pub-id pub-id-type="doi">10.1080/1331677X.2021.1893203</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>C.</given-names></name> <name><surname>Wu</surname> <given-names>K.</given-names></name> <name><surname>Wu</surname> <given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>A bibliometric analysis of research on haze during 2000&#x2013;2016.</article-title> <source><italic>Environ. Sci. Pollut. Res.</italic></source> <volume>24</volume> <fpage>24733</fpage>&#x2013;<lpage>24742</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-017-0440-1</pub-id> <pub-id pub-id-type="pmid">29034422</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Ma</surname> <given-names>E.</given-names></name> <name><surname>Qu</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>Knowledge mapping of hospitality research-a visual analysis using CiteSpace.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>60</volume> <fpage>77</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2016.10.006</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J.</given-names></name> <name><surname>Ge</surname> <given-names>C.</given-names></name> <name><surname>Li</surname> <given-names>S. Y.</given-names></name></person-group> (<year>2022</year>). <article-title>The association of volunteer motivation and thriving at work of college students during COVID-19: Job burnout and psychological capital as mediators.</article-title> <source><italic>Front. Public Health</italic></source> <volume>10</volume>:<issue>923196</issue>. <pub-id pub-id-type="doi">10.3389/fpubh.2022.923196</pub-id> <pub-id pub-id-type="pmid">35812502</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X. R.</given-names></name> <name><surname>Kan</surname> <given-names>D.</given-names></name> <name><surname>Liu</surname> <given-names>L.</given-names></name> <name><surname>Shi</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>X. S.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The mediating role of psychological capital on the association between occupational stress and job burnout among bank employees in China.</article-title> <source><italic>Int. J. Environ. Res. Public Health</italic></source> <volume>12</volume> <fpage>2984</fpage>&#x2013;<lpage>3001</lpage>. <pub-id pub-id-type="doi">10.3390/ijerph120302984</pub-id> <pub-id pub-id-type="pmid">25764060</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Xu</surname> <given-names>Z. S.</given-names></name> <name><surname>Wang</surname> <given-names>X. X.</given-names></name> <name><surname>Wang</surname> <given-names>X. Z.</given-names></name></person-group> (<year>2020</year>). <article-title>A bibliometric analysis on deep learning during 2007&#x2013;2019.</article-title> <source><italic>Int. J. Mach. Learn. Cybern.</italic></source> <volume>11</volume> <fpage>2807</fpage>&#x2013;<lpage>2826</lpage>. <pub-id pub-id-type="doi">10.1007/s13042-020-01152-0</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>S.</given-names></name> <name><surname>Oakland</surname> <given-names>T.</given-names></name></person-group> (<year>2016</year>). <article-title>The emergence and evolution of school psychology literature: A scientometric analysis from 1907 through 2014.</article-title> <source><italic>Sch. Psychol. Q.</italic></source> <volume>31</volume> <fpage>104</fpage>&#x2013;<lpage>121</lpage>. <pub-id pub-id-type="doi">10.1037/spq0000141</pub-id> <pub-id pub-id-type="pmid">26752010</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>B. C.</given-names></name> <name><surname>Luthans</surname> <given-names>K. W.</given-names></name> <name><surname>Jensen</surname> <given-names>S. M.</given-names></name></person-group> (<year>2012</year>). <article-title>The impact of business school students&#x2019; psychological capital on academic performance.</article-title> <source><italic>J. Educ. Bus.</italic></source> <volume>87</volume> <fpage>253</fpage>&#x2013;<lpage>259</lpage>. <pub-id pub-id-type="doi">10.1080/08832323.2011.609844</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>B. C.</given-names></name> <name><surname>Lutnan</surname> <given-names>K. W.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name></person-group> (<year>2014</year>). <article-title>Building the leaders of tomorrow: The development of academic psychological capital.</article-title> <source><italic>J. Leadersh. Organ. Stud.</italic></source> <volume>21</volume> <fpage>191</fpage>&#x2013;<lpage>199</lpage>. <pub-id pub-id-type="doi">10.1177/1548051813517003</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name></person-group> (<year>2002</year>). <article-title>Positive organizational behavior: Developing and managing psychological strengths.</article-title> <source><italic>Acad. Manag. Exec.</italic></source> <volume>16</volume> <fpage>57</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.5465/ame.2002.6640181</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Youssef</surname> <given-names>C. A.</given-names></name></person-group> (<year>2007</year>). <article-title>Emerging positive organizational behavior.</article-title> <source><italic>J. Manag.</italic></source> <volume>33</volume> <fpage>321</fpage>&#x2013;<lpage>349</lpage>. <pub-id pub-id-type="doi">10.1177/0149206307300814</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Youssef-Morgan</surname> <given-names>C. M.</given-names></name></person-group> (<year>2017</year>). <article-title>Psychological capital: An evidence-based positive approach.</article-title> <source><italic>Annu. Rev. Organ. Psychol. Organ. Behav.</italic></source> <volume>4</volume> <fpage>339</fpage>&#x2013;<lpage>366</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-orgpsych-032516-113324</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Youssef</surname> <given-names>C. M.</given-names></name></person-group> (<year>2004</year>). <article-title>Human, social and now positive psychological capital management: Investing in people for competitive advantage.</article-title> <source><italic>Organ. Dyn.</italic></source> <volume>33</volume> <fpage>143</fpage>&#x2013;<lpage>160</lpage>. <pub-id pub-id-type="doi">10.1016/j.orgdyn.2004.01.003</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Avolio</surname> <given-names>B. J.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Norman</surname> <given-names>S. M.</given-names></name></person-group> (<year>2007</year>). <article-title>Positive psychological capital: Measurement and relationship with performance and satisfaction.</article-title> <source><italic>Pers. Psychol.</italic></source> <volume>60</volume> <fpage>541</fpage>&#x2013;<lpage>572</lpage>. <pub-id pub-id-type="doi">10.1111/j.1744-6570.2007.00083.x</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Youssef</surname> <given-names>C. M.</given-names></name> <name><surname>Sweetman</surname> <given-names>D. S.</given-names></name> <name><surname>Harms</surname> <given-names>P. D.</given-names></name></person-group> (<year>2013</year>). <article-title>Meeting the leadership challenge of employee well-being through relationship PsyCap and health PsyCap.</article-title> <source><italic>J. Leadersh. Organ. Stud.</italic></source> <volume>20</volume> <fpage>118</fpage>&#x2013;<lpage>133</lpage>. <pub-id pub-id-type="doi">10.1177/1548051812465893</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Patera</surname> <given-names>J. L.</given-names></name></person-group> (<year>2008a</year>). <article-title>Experimental analysis of a web-based training intervention to develop positive psychological capital.</article-title> <source><italic>Acad. Manag. Learn. Educ.</italic></source> <volume>7</volume> <fpage>209</fpage>&#x2013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1186/1471-2458-14-685</pub-id> <pub-id pub-id-type="pmid">24997007</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Norman</surname> <given-names>S. M.</given-names></name> <name><surname>Avoli</surname> <given-names>B. J.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name></person-group> (<year>2008b</year>). <article-title>The mediating role of psychological capital in the supportive organizational climate-employee performance relationship.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>29</volume> <fpage>219</fpage>&#x2013;<lpage>238</lpage>. <pub-id pub-id-type="doi">10.1002/job.507</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Clapp-Smith</surname> <given-names>R.</given-names></name> <name><surname>Li</surname> <given-names>W. X.</given-names></name></person-group> (<year>2008c</year>). <article-title>More evidence on the value of Chinese workers&#x2019; psychological capital: A potentially unlimited competitive resource?</article-title> <source><italic>Int. J. Hum. Resour. Manag.</italic></source> <volume>19</volume> <fpage>818</fpage>&#x2013;<lpage>827</lpage>.</citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Avolio</surname> <given-names>B. J.</given-names></name> <name><surname>Peterson</surname> <given-names>S. J.</given-names></name></person-group> (<year>2010</year>). <article-title>The development and resulting performance impact of positive psychological capital.</article-title> <source><italic>Hum. Resour. Dev. Q.</italic></source> <volume>21</volume> <fpage>41</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1002/hrdq.20034</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Avey</surname> <given-names>J. B.</given-names></name> <name><surname>Avolio</surname> <given-names>B. J.</given-names></name> <name><surname>Norman</surname> <given-names>S. M.</given-names></name> <name><surname>Combs</surname> <given-names>G. M.</given-names></name></person-group> (<year>2006</year>). <article-title>Psychological capital development: Toward a micro-intervention.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>27</volume> <fpage>387</fpage>&#x2013;<lpage>393</lpage>. <pub-id pub-id-type="doi">10.1002/job.373</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mathe</surname> <given-names>K.</given-names></name> <name><surname>Scott-Halsell</surname> <given-names>S.</given-names></name> <name><surname>Ki</surname> <given-names>S.</given-names></name> <name><surname>Krawczyk</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Psychological capital in the quick service restaurant industry: A study of unit-level performance.</article-title> <source><italic>J. Hosp. Tour. Res.</italic></source> <volume>41</volume> <fpage>823</fpage>&#x2013;<lpage>845</lpage>.</citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Newman</surname> <given-names>A.</given-names></name> <name><surname>Ucbasaran</surname> <given-names>D.</given-names></name> <name><surname>Zhu</surname> <given-names>F.</given-names></name> <name><surname>Hirst</surname> <given-names>G.</given-names></name></person-group> (<year>2014</year>). <article-title>Psychological capital: A review and synthesis.</article-title> <source><italic>J. Organ. Behav.</italic></source> <volume>35</volume><issue>(Suppl. 1)</issue> <fpage>S120</fpage>&#x2013;<lpage>S138</lpage>. <pub-id pub-id-type="doi">10.1002/job.1916</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nolzen</surname> <given-names>N.</given-names></name></person-group> (<year>2018</year>). <article-title>The concept of psychological capital: A comprehensive review.</article-title> <source><italic>Manag. Rev. Q.</italic></source> <volume>68</volume> <fpage>237</fpage>&#x2013;<lpage>277</lpage>. <pub-id pub-id-type="doi">10.1007/s11301-018-0138-6</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olczyk</surname> <given-names>M.</given-names></name></person-group> (<year>2016</year>). <article-title>Bibliometric approach to tracking the concept of international competitiveness.</article-title> <source><italic>J. Bus. Econ. Manag.</italic></source> <volume>17</volume> <fpage>945</fpage>&#x2013;<lpage>959</lpage>. <pub-id pub-id-type="doi">10.3846/16111699.2016.1236035</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ortega-Maldonado</surname> <given-names>A.</given-names></name> <name><surname>Salanova</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Psychological capital and performance among undergraduate students: The role of meaning-focused coping and satisfaction.</article-title> <source><italic>Teach. High. Educ.</italic></source> <volume>23</volume> <fpage>390</fpage>&#x2013;<lpage>402</lpage>. <pub-id pub-id-type="doi">10.1080/13562517.2017.1391199</pub-id></citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paek</surname> <given-names>S.</given-names></name> <name><surname>Schuckert</surname> <given-names>M.</given-names></name> <name><surname>Kim</surname> <given-names>T. T.</given-names></name> <name><surname>Lee</surname> <given-names>G.</given-names></name></person-group> (<year>2015</year>). <article-title>Why is hospitality employees&#x2019; psychological capital important? The effects of psychological capital on work engagement and employee morale.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>50</volume> <fpage>9</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2015.07.001</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pan</surname> <given-names>X. L.</given-names></name> <name><surname>Yan</surname> <given-names>E. J.</given-names></name> <name><surname>Cui</surname> <given-names>M.</given-names></name> <name><surname>Hua</surname> <given-names>W. N.</given-names></name></person-group> (<year>2018</year>). <article-title>Examining the usage, citation, and diffusion patterns of bibliometric mapping software: A comparative study of three tools.</article-title> <source><italic>J. Inform.</italic></source> <volume>12</volume> <fpage>481</fpage>&#x2013;<lpage>493</lpage>. <pub-id pub-id-type="doi">10.1016/j.joi.2018.03.005</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peng</surname> <given-names>J. X.</given-names></name> <name><surname>Jiang</surname> <given-names>X. H.</given-names></name> <name><surname>Zhang</surname> <given-names>J. X.</given-names></name> <name><surname>Xiao</surname> <given-names>R. X.</given-names></name> <name><surname>Song</surname> <given-names>Y. Y.</given-names></name> <name><surname>Feng</surname> <given-names>X.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>The impact of psychological capital on job burnout of Chinese nurses: The mediator role of organizational commitment.</article-title> <source><italic>PLoS One</italic></source> <volume>8</volume>:<issue>e84193</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0084193</pub-id> <pub-id pub-id-type="pmid">24416095</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peterson</surname> <given-names>C.</given-names></name> <name><surname>Steen</surname> <given-names>T.</given-names></name></person-group> (<year>2002</year>). &#x201C;<article-title>Optimistic explanatory style</article-title>,&#x201D; in <source><italic>Handbook of positive psychology</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Snyder</surname> <given-names>C. R.</given-names></name> <name><surname>Lopez</surname> <given-names>S.</given-names></name></person-group> (<publisher-loc>Oxford</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>), <fpage>244</fpage>&#x2013;<lpage>256</lpage>.</citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peterson</surname> <given-names>S. J.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name> <name><surname>Avolio</surname> <given-names>B. J.</given-names></name> <name><surname>Walumbwa</surname> <given-names>F. O.</given-names></name> <name><surname>Zhang</surname> <given-names>Z.</given-names></name></person-group> (<year>2011</year>). <article-title>Psychological capital and employee performance: A latent growth modeling approach.</article-title> <source><italic>Pers. Psychol.</italic></source> <volume>64</volume> <fpage>427</fpage>&#x2013;<lpage>450</lpage>. <pub-id pub-id-type="doi">10.1111/j.1744-6570.2011.01215.x</pub-id> <pub-id pub-id-type="pmid">19594228</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ping</surname> <given-names>Q.</given-names></name> <name><surname>He</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>C.</given-names></name></person-group> (<year>2017</year>). <article-title>How many ways to use citespace? A study of user. Interactive events over 14 months.</article-title> <source><italic>J. Assoc. Inf. Sci. Technol.</italic></source> <volume>68</volume> <fpage>1234</fpage>&#x2013;<lpage>1256</lpage>. <pub-id pub-id-type="doi">10.1002/asi.23770</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Podsakoff</surname> <given-names>P. M.</given-names></name> <name><surname>Mackenzie</surname> <given-names>S. B.</given-names></name> <name><surname>Podsakoff</surname> <given-names>N. P.</given-names></name></person-group> (<year>2012</year>). <article-title>Sources of method bias in social science research and recommendations on how to control it.</article-title> <source><italic>Annu. Rev. Psychol.</italic></source> <volume>63</volume> <fpage>539</fpage>&#x2013;<lpage>569</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-psych-120710-100452</pub-id> <pub-id pub-id-type="pmid">21838546</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rego</surname> <given-names>A.</given-names></name> <name><surname>Sousa</surname> <given-names>F.</given-names></name> <name><surname>Marques</surname> <given-names>C.</given-names></name> <name><surname>Cunha</surname> <given-names>P. E.</given-names></name></person-group> (<year>2012</year>). <article-title>Authentic leadership promoting employees&#x2019; psychological capital and creativity.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>65</volume> <fpage>429</fpage>&#x2013;<lpage>437</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2011.10.003</pub-id></citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riolli</surname> <given-names>L.</given-names></name> <name><surname>Savicki</surname> <given-names>V.</given-names></name> <name><surname>Richards</surname> <given-names>J.</given-names></name></person-group> (<year>2012</year>). <article-title>Psychological capital as a buffer to student stress.</article-title> <source><italic>Psychology</italic></source> <volume>3</volume> <fpage>1202</fpage>&#x2013;<lpage>1207</lpage>. <pub-id pub-id-type="doi">10.4236/psych.2012.312A178</pub-id></citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roberts</surname> <given-names>L. M.</given-names></name></person-group> (<year>2006</year>). <article-title>Shifting the lens on organizational life: The added value of positive scholarship.</article-title> <source><italic>Acad. Manag. Rev.</italic></source> <volume>31</volume> <fpage>292</fpage>&#x2013;<lpage>305</lpage>. <pub-id pub-id-type="doi">10.5465/amr.2006.20208681</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Russo</surname> <given-names>S. D.</given-names></name> <name><surname>Stoykova</surname> <given-names>P.</given-names></name></person-group> (<year>2015</year>). <article-title>Psychological capital intervention (PCI): A replication and extension.</article-title> <source><italic>Hum. Resour. Dev. Q.</italic></source> <volume>26</volume> <fpage>329</fpage>&#x2013;<lpage>347</lpage>. <pub-id pub-id-type="doi">10.1002/hrdq.21212</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seligman</surname> <given-names>M. E. P.</given-names></name> <name><surname>Csikszentmihalyi</surname> <given-names>M.</given-names></name></person-group> (<year>2000</year>). <article-title>Positive psychology.</article-title> <source><italic>Am. Psychol.</italic></source> <volume>55</volume> <fpage>5</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1037/0003-066X.55.1.5</pub-id> <pub-id pub-id-type="pmid">11392865</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname> <given-names>L.</given-names></name> <name><surname>Mai</surname> <given-names>Y. P.</given-names></name> <name><surname>Wu</surname> <given-names>Y. J.</given-names></name></person-group> (<year>2022</year>). <article-title>Digital transformation: A bibliometric analysis.</article-title> <source><italic>J. Organ. End User Comput.</italic></source> <volume>37</volume> <fpage>1</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.4018/JOEUC.302637</pub-id></citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Siu</surname> <given-names>O. L.</given-names></name> <name><surname>Bakker</surname> <given-names>A. B.</given-names></name> <name><surname>Jiang</surname> <given-names>X. H.</given-names></name></person-group> (<year>2014</year>). <article-title>Psychological capital among university students: Relationships with study engagement and intrinsic motivation.</article-title> <source><italic>J. Happiness Stud.</italic></source> <volume>15</volume> <fpage>979</fpage>&#x2013;<lpage>994</lpage>. <pub-id pub-id-type="doi">10.1007/s10902-013-9459-2</pub-id></citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Snyder</surname> <given-names>C. R.</given-names></name> <name><surname>Irving</surname> <given-names>L.</given-names></name> <name><surname>Anderson</surname> <given-names>J.</given-names></name></person-group> (<year>1991</year>). &#x201C;<article-title>Hope and health: Measuring the will and the ways</article-title>,&#x201D; in <source><italic>Handbook of social and clinical psychology</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Snyder</surname> <given-names>C. R.</given-names></name> <name><surname>Forsyth</surname> <given-names>D. R.</given-names></name></person-group> (<publisher-loc>Elmsford, NY</publisher-loc>: <publisher-name>Pergamon Prees</publisher-name>), <fpage>285</fpage>&#x2013;<lpage>305</lpage>.</citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stajkovic</surname> <given-names>A. D.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name></person-group> (<year>1998</year>). <article-title>Social cognitive theory and self-efficacy: Going beyond traditional motivational and behavioral approaches.</article-title> <source><italic>Organ. Dyn.</italic></source> <volume>26</volume> <fpage>62</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1016/S0090-2616(98)90006-7</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Su</surname> <given-names>M.</given-names></name> <name><surname>Peng</surname> <given-names>H.</given-names></name> <name><surname>Li</surname> <given-names>S. F.</given-names></name></person-group> (<year>2021</year>). <article-title>A visualized bibliometric analysis of mapping research trends of machine learning in engineering.</article-title> <source><italic>Expert Syst. Appl.</italic></source> <volume>186</volume>:<issue>115728</issue>. <pub-id pub-id-type="doi">10.1016/j.eswa.2021.115728</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>T.</given-names></name> <name><surname>Zhao</surname> <given-names>X. W.</given-names></name> <name><surname>Yang</surname> <given-names>L. B.</given-names></name> <name><surname>Fan</surname> <given-names>L. H.</given-names></name></person-group> (<year>2012</year>). <article-title>The impact of psychological capital on job embeddedness and job performance among nurses: A structural equation approach.</article-title> <source><italic>J. Adv. Nurs.</italic></source> <volume>68</volume> <fpage>69</fpage>&#x2013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2648.2011.05715.x</pub-id> <pub-id pub-id-type="pmid">21645045</pub-id></citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tho</surname> <given-names>N. D.</given-names></name> <name><surname>Duc</surname> <given-names>L. A.</given-names></name></person-group> (<year>2021</year>). <article-title>Team psychological capital and innovation: The mediating of team exploratory and exploitative learning.</article-title> <source><italic>J. Knowl. Manag.</italic></source> <volume>25</volume> <fpage>1745</fpage>&#x2013;<lpage>1759</lpage>. <pub-id pub-id-type="doi">10.1108/JKM-06-2020-0475</pub-id></citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Eck</surname> <given-names>J. V.</given-names></name> <name><surname>Waltman</surname> <given-names>L.</given-names></name></person-group> (<year>2010</year>). <article-title>Software survey: Vosviewer, a computer program for bibliometric mapping.</article-title> <source><italic>Scientometrics</italic></source> <volume>84</volume> <fpage>523</fpage>&#x2013;<lpage>538</lpage>. <pub-id pub-id-type="doi">10.1007/s11192-009-0146-3</pub-id> <pub-id pub-id-type="pmid">20585380</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walumbwa</surname> <given-names>F. O.</given-names></name> <name><surname>Peterson</surname> <given-names>S. J.</given-names></name> <name><surname>Avolio</surname> <given-names>B. J.</given-names></name> <name><surname>Hartnell</surname> <given-names>C. A.</given-names></name></person-group> (<year>2010</year>). <article-title>An investigation of the relationships among leader and follower psychological capital, service climate, and job performance.</article-title> <source><italic>Pers. Psychol.</italic></source> <volume>63</volume> <fpage>937</fpage>&#x2013;<lpage>963</lpage>. <pub-id pub-id-type="doi">10.1111/j.1744-6570.2010.01193.x</pub-id></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>J. X.</given-names></name> <name><surname>Lim</surname> <given-names>M. K.</given-names></name> <name><surname>Wang</surname> <given-names>C.</given-names></name> <name><surname>Tseng</surname> <given-names>M. L.</given-names></name></person-group> (<year>2022</year>). <article-title>Comprehensive analysis of sustainable logistics and supply chain based on bibliometrics: Overview, trends, challenges, and opportunities.</article-title> <source><italic>Int. J. Logist. Res. Appl.</italic></source> <pub-id pub-id-type="doi">10.1080/13675567.2022.2052823</pub-id></citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X. X.</given-names></name> <name><surname>Xu</surname> <given-names>Z. S.</given-names></name> <name><surname>Skare</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>A bibliometric analysis of economic research ekonomska istrazivanja (2007&#x2013;2019).</article-title> <source><italic>Econ. Res.</italic></source> <volume>33</volume> <fpage>865</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1080/1331677X.2020.1737558</pub-id></citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>L.</given-names></name> <name><surname>Wang</surname> <given-names>J. N.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name></person-group> (<year>2012</year>). <article-title>Work-family conflict and burnout among Chinese doctors: The mediating role of psychological capital.</article-title> <source><italic>J. Occup. Health</italic></source> <volume>54</volume> <fpage>232</fpage>&#x2013;<lpage>240</lpage>. <pub-id pub-id-type="doi">10.1539/joh.11-0243-oa</pub-id> <pub-id pub-id-type="pmid">22790526</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wernsing</surname> <given-names>T.</given-names></name></person-group> (<year>2014</year>). <article-title>Psychological capital: A test of measurement invariance across 12 national cultures.</article-title> <source><italic>J. Leadersh. Organ. Stud.</italic></source> <volume>21</volume> <fpage>179</fpage>&#x2013;<lpage>190</lpage>. <pub-id pub-id-type="doi">10.1177/1548051813515924</pub-id></citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Willett</surname> <given-names>P.</given-names></name></person-group> (<year>2007</year>). <article-title>A bibliometric analysis of the journal of molecular graphics and modelling.</article-title> <source><italic>J. Mol. Graph. Model.</italic></source> <volume>26</volume> <fpage>602</fpage>&#x2013;<lpage>606</lpage>.</citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>L. P.</given-names></name> <name><surname>Liao</surname> <given-names>J. B.</given-names></name> <name><surname>Wu</surname> <given-names>Y. S.</given-names></name> <name><surname>Da Kuang</surname> <given-names>H.</given-names></name></person-group> (<year>2021</year>). <article-title>Effect of psychological capital of volunteers on volunteering behavior: The chained mediation role of perceived social support and volunteer motivation.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>12</volume>:<issue>657877</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2021.657877</pub-id> <pub-id pub-id-type="pmid">34603118</pub-id></citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Youssef-Morgan</surname> <given-names>C. M.</given-names></name> <name><surname>Luthans</surname> <given-names>F.</given-names></name></person-group> (<year>2015</year>). <article-title>Psychological capital and well-being.</article-title> <source><italic>Stress Health.</italic></source> <volume>31</volume> <fpage>180</fpage>&#x2013;<lpage>188</lpage>. <pub-id pub-id-type="doi">10.1002/smi.2623</pub-id> <pub-id pub-id-type="pmid">26250352</pub-id></citation></ref>
<ref id="B104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>Q. Y.</given-names></name> <name><surname>Wang</surname> <given-names>Z. H.</given-names></name> <name><surname>Li</surname> <given-names>Z. Y.</given-names></name> <name><surname>Liu</surname> <given-names>X. J.</given-names></name> <name><surname>Agyeman</surname> <given-names>F. O.</given-names></name> <name><surname>Wang</surname> <given-names>X. X.</given-names></name></person-group> (<year>2022</year>). <article-title>The hierarchical structure of depression knowledge network and co-word analysis of focus areas.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>13</volume>:<issue>920920</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2022.920920</pub-id> <pub-id pub-id-type="pmid">35664156</pub-id></citation></ref>
<ref id="B105"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>D.</given-names></name> <name><surname>Sheng</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Knowledge diffusion paths of blockchain domain: The main path analysis.</article-title> <source><italic>Scientometrics</italic></source> <volume>125</volume> <fpage>471</fpage>&#x2013;<lpage>497</lpage>. <pub-id pub-id-type="doi">10.1007/s11192-020-03650-y</pub-id></citation></ref>
<ref id="B106"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>D.</given-names></name> <name><surname>Pan</surname> <given-names>T.</given-names></name></person-group> (<year>2021</year>). <article-title>Tracing knowledge diffusion of TOPSIS: A historical perspective from citation network.</article-title> <source><italic>Expert Syst. Appl.</italic></source> <volume>168</volume>:<issue>114238</issue>. <pub-id pub-id-type="doi">10.1016/j.eswa.2020.114238</pub-id></citation></ref>
<ref id="B107"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>D.</given-names></name> <name><surname>Sheng</surname> <given-names>L.</given-names></name> <name><surname>Xu</surname> <given-names>Z. S.</given-names></name></person-group> (<year>2022</year>). <article-title>Analysis of evolutionary process in intuitionistic fuzzy set theory: A dynamic perspective.</article-title> <source><italic>Inf. Sci.</italic></source> <volume>601</volume> <fpage>175</fpage>&#x2013;<lpage>188</lpage>. <pub-id pub-id-type="doi">10.1016/j.ins.2022.04.019</pub-id></citation></ref>
<ref id="B108"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>W.</given-names></name> <name><surname>Kou</surname> <given-names>A. Q.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name> <name><surname>Ding</surname> <given-names>B.</given-names></name></person-group> (<year>2018</year>). <article-title>A retrospective analysis with bibliometric of energy security in 2000&#x2013;2017.</article-title> <source><italic>Energy Rep.</italic></source> <volume>4</volume> <fpage>724</fpage>&#x2013;<lpage>732</lpage>. <pub-id pub-id-type="doi">10.1016/j.egyr.2018.10.012</pub-id></citation></ref>
<ref id="B109"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>W.</given-names></name> <name><surname>Luo</surname> <given-names>D. X.</given-names></name> <name><surname>Fang</surname> <given-names>H. R.</given-names></name> <name><surname>Gou</surname> <given-names>X. J.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Bibliometric overview and retrospective analysis of fund performance research from 1966 to 2019.</article-title> <source><italic>Econ. Res. Ekon. Istra&#x017E;ivanja</italic></source> <volume>33</volume> <fpage>1510</fpage>&#x2013;<lpage>1537</lpage>. <pub-id pub-id-type="doi">10.1080/1331677X.2020.1755879</pub-id></citation></ref>
<ref id="B110"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>W.</given-names></name> <name><surname>Luo</surname> <given-names>D. X.</given-names></name> <name><surname>Xu</surname> <given-names>Z. S.</given-names></name></person-group> (<year>2022</year>). <article-title>Review of fuzzy investment research considering modelling environment and element fusion.</article-title> <source><italic>Int. J. Syst. Sci.</italic></source> <pub-id pub-id-type="doi">10.1080/00207721.2022.2031340</pub-id></citation></ref>
</ref-list>
</back>
</article>