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<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.2023.1071341</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>Consumer loneliness: A systematic review and research agenda</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Shanshan</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/682160/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Mingfei</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/621719/overview"/>
</contrib>
</contrib-group>
<aff><institution>School of Economics and Management, Hubei Minzu University</institution>, <addr-line>Enshi, Hubei</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sajad Rezaei, University of Worcester, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Juan C. Correa, Colegio de Estudios Superiores de Administraci&#x00F3;n, Colombia; Ming Tu, Huazhong Agricultural University, China; Hyosun Jung, Kyung Hee University, Republic of Korea</p></fn>
<corresp id="c001">&#x002A;Correspondence: Mingfei Li, <email>mingfeili@hbmzu.edu.cn</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>20</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1071341</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Huang and Li.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Huang and Li</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>Treading on the heels of the spread of the coronavirus, the &#x201C;loneliness virus&#x201D; has been capturing territories globally. Consumers are not immune to loneliness. Although academics and the general public have recognized the devastating effects of loneliness, the academic attention given to consumer loneliness (CL) is scattered and fragmentary. The purpose of this article is to systematically review the antecedents (predictors and alleviators) and consequences (consumer behaviors, emotions, preferences, attitudes, and cognition) of CL in various consumption contexts. This review also presents findings on CL as a mediator and moderator in consumer studies. This work adds to the growing body of CL literature by synthesizing the existing findings and knowledge. More importantly, we present a future research agenda by linking CL to significant research lines and detailed implications for practitioners in the marketplace.</p>
</abstract>
<kwd-group>
<kwd>consumer loneliness</kwd>
<kwd>consumer behaviors</kwd>
<kwd>empirical research</kwd>
<kwd>quality of life</kwd>
<kwd>lonely consumers</kwd>
</kwd-group>
<contract-num rid="cn001">D20211902</contract-num>
<contract-num rid="cn002">Q20211901</contract-num>
<contract-num rid="cn003">BXLBX0595</contract-num>
<contract-num rid="cn004">22DY27</contract-num>
<contract-sponsor id="cn001">Hubei Provincial Department of Education <named-content content-type="fundref-id">10.13039/100012554</named-content></contract-sponsor>
<contract-sponsor id="cn002">Hubei Provincial Department of Education <named-content content-type="fundref-id">10.13039/100012554</named-content></contract-sponsor>
<contract-sponsor id="cn003">Hubei Provincial Department of Education <named-content content-type="fundref-id">10.13039/100012554</named-content></contract-sponsor>
<contract-sponsor id="cn004">Ministry of Culture and Tourism of the People&#x2019;s Republic of China <named-content content-type="fundref-id">10.13039/501100018924</named-content></contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="87"/>
<page-count count="12"/>
<word-count count="11042"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1. Introduction</title>
<p>Loneliness was a global issue even before the outbreak of the COVID-19 pandemic (<xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>). People in modern societies worldwide have explicitly reported their loneliness, which is increasingly prevalent (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>; <xref ref-type="bibr" rid="B36">Kim and Jang, 2017</xref>; <xref ref-type="bibr" rid="B81">Wang et al., 2021</xref>). Loneliness has been acknowledged as a phenomenon resulting from global societal shifts and changing demographics, including reduced family sizes, fragmented family structures, increased relocation frequencies, growing metropolitan cities, more technology use, and aging populations (<xref ref-type="bibr" rid="B52">Mittal and Silvera, 2018</xref>). Prior research has related loneliness to a range of negative health outcomes (heart disease, suicide, mortality, etc.) and psychological outcomes (depression, anxiety, anger, etc.) across life spans and cultures (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>; <xref ref-type="bibr" rid="B7">Cacioppo and Cacioppo, 2018</xref>; <xref ref-type="bibr" rid="B12">Chen et al., 2021</xref>). Therefore, loneliness has been viewed as &#x201C;part and parcel of human&#x201D; and needs to be alleviated for physical and psychological functioning (<xref ref-type="bibr" rid="B29">Hawkley and Cacioppo, 2010</xref>).</p>
<p>Consumers are not immune to loneliness (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>; <xref ref-type="bibr" rid="B17">Dalman et al., 2021</xref>). Increasing research attention has been paid to the phenomenon of consumer loneliness (CL) in various contexts (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>; <xref ref-type="bibr" rid="B59">Pittman and Reich, 2016</xref>; <xref ref-type="bibr" rid="B75">Tan and Lu, 2019</xref>; <xref ref-type="bibr" rid="B54">Odekerken-Schr&#x00F6;der et al., 2020</xref>; <xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). Despite the proliferation of research on CL, the literature is neither coherent nor explanatory and has provided an inadequate understanding of CL. Furthermore, little research has investigated the main issues and provided a holistic view of the research evidence to understand CL.</p>
<p>This review makes four major contributions. First, to the best of our knowledge, this study provides the first overview of CL research. We develop a systematic understanding of CL by integrating the extant knowledge of the CL phenomenon. This study clarifies the content, boundaries, and core subjects of CL studies. Second, this paper presents an in-depth examination of the role of CLs in consumer research and sheds light on empirical studies by identifying the antecedents and consequences of CL and its role as a mediating and moderating variable. Third, this review provides a theoretical basis for the future development of CL research. Based on the current state of knowledge, this study presents a roadmap for future CL research by identifying critical gaps and provides a unique perspective that enriches and broadens consumer research. Finally, this study goes beyond synthesizing existing research by elaborating on several practical implications that constitute a basis for future marketing programs.</p>
</sec>
<sec id="S2">
<title>2. Background literature</title>
<p>Loneliness has been defined as &#x201C;subjective feelings of social isolation&#x201D; (<xref ref-type="bibr" rid="B29">Hawkley and Cacioppo, 2010</xref>). By its very nature, loneliness is a unique and intensive unpleasant emotional experience characterized by social connection deficits. The current literature has conceptualized this construct in two main ways (<xref ref-type="bibr" rid="B68">Sinha and Wang, 2013</xref>). The first approach views loneliness as a unidimensional construct that remains constant across various contexts (<xref ref-type="bibr" rid="B65">Russell, 1996</xref>). The other conceptualizes loneliness as a multidimensional construct composed of two main subdimensions [i.e., social loneliness (SL) and emotional loneliness (EL)] (<xref ref-type="bibr" rid="B19">DiTommaso and Spinner, 1997</xref>; <xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>). EL results from deficits in emotional attachment to significantly intimate others (e.g., family members, romantic partners), whereas SL derives from a shortage of desired social networks or groups (e.g., friends and colleagues) (<xref ref-type="bibr" rid="B65">Russell, 1996</xref>). At the heart of a set of socio-emotional states, loneliness has garnered increasing attention from academia and public authorities during the past two decades. Research on CL has a relatively short history (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>; <xref ref-type="bibr" rid="B33">Hu and Jasper, 2006</xref>; <xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). The literature has examined the influences of loneliness in consumption contexts, such as the type of purchase (<xref ref-type="bibr" rid="B56">Pagan, 2020</xref>; <xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>), consumption behavior (<xref ref-type="bibr" rid="B86">Yang, 2016</xref>), social experience and interaction (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>; <xref ref-type="bibr" rid="B32">Her and Seo, 2018</xref>). Previous studies have also explored the role of loneliness in consumer experiences (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>), attitudes (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>), affects (<xref ref-type="bibr" rid="B12">Chen et al., 2021</xref>), preferences (<xref ref-type="bibr" rid="B61">Reid and Reid, 2007</xref>), and behaviors (<xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>; <xref ref-type="bibr" rid="B46">Liu et al., 2020</xref>). Moreover, CL has been investigated as a mediator or moderator in explaining consumer behaviors (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>; <xref ref-type="bibr" rid="B55">Pade and Feurer, 2022</xref>). Studies on CL are driven by the idea that relationship deficits in consumers&#x2019; daily lives play important roles in their attitudes, cognitions, affects, and behaviors (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Lee and Hyun, 2015</xref>). Thus, the marketing literature has recently begun to shed light on CLs and pay increasing attention to the distinctiveness of lonely consumers (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>; <xref ref-type="bibr" rid="B81">Wang et al., 2021</xref>). However, work on CLs remains scattered among various research fields, thus providing an inadequate understanding of the role of loneliness in the consumer journey.</p>
</sec>
<sec id="S3">
<title>3. Methodology</title>
<p>According to the five-step approach (<xref ref-type="bibr" rid="B18">Denyer and Tranfield, 2009</xref>; <xref ref-type="bibr" rid="B79">Vizzoto et al., 2021</xref>), this study firstly identified focus research questions. Specifically, this review aimed to present the antecedents (i.e., what influences CL?) and consequences (i.e., what does CL produce?) of CLs, and their role in consumer behaviors (i.e., does CLs play mediator/moderator role?). Accordingly, the above four research questions guided the review process.</p>
<p>Second, we began with a bibliographic keyword search of four databases: the Social Science Citation Index, Springer, ScienceDirect, and Google Scholar. These databases were chosen because they not only include service and marketing journals but also cover management, psychology, and information technology journals that have published CL studies. Several relevant keywords, such as consumer/customer loneliness and lonely consumer/customer, were used. During the process, loneliness studies that investigated or involved consumption behaviors were included in the review pool. Additionally, we applied backward and forward snowball search techniques to ensure the completeness of the review (<xref ref-type="bibr" rid="B79">Vizzoto et al., 2021</xref>). After this step, a total of 127 articles were collected from the focal databases.</p>
<p>In the third step, we evaluated and selected studies based on two key criteria: relatedness to the topic and research quality (<xref ref-type="bibr" rid="B79">Vizzoto et al., 2021</xref>). To be included in the review, a paper first had to meet the relatedness criterion; that is, CL or loneliness in the consumption context was one of the key subjects in the article. Accordingly, 58 articles unrelated to CL were eliminated. Moreover, with regard to research quality, an included paper had to be written in English and published in a peer-reviewed academic journal. We also analyzed empirical studies based on their methods, the results, and conclusions (<xref ref-type="bibr" rid="B79">Vizzoto et al., 2021</xref>). One article with low clarity and coherence was excluded. Thus, our final sample consisted of 68 research articles.</p>
<p>Fourth, the selected articles were analyzed by year, journal, methodology, research objective, and location. The articles covered the period from 1991 to 2022. <xref ref-type="fig" rid="F1">Figure 1</xref> details the distribution of CL studies by publication year. Although the number of publications in 2022 is incomplete, there has been an upward trend of publications over time.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Number of articles between 1991 and 2022.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-14-1071341-g001.tif"/>
</fig>
<p><xref ref-type="table" rid="T1">Table 1</xref> presents an overview of the literature on CL. The main sources for these works are <italic>Journal of Business Research</italic>, <italic>Journal of Consumer Research</italic>, and <italic>Psychology and Marketing</italic>. Of the identified articles, 12 are theoretical explorations and 56 are empirical works. Regarding their methodology, 24 articles have employed a cross-sectional survey method (42.9%), 18 studies have used an experimental design (32.1%), and 6 studies have used mixed methods (10.7%). With regard to their research objectives, 12 have examined the antecedents of CL, 27 have investigated the consequences of CL, and 2 articles have explored both of these. Moreover, six articles have examined the mediating role of CL, and five articles have explored the moderating effects of CL. Among these works, only four have been conducted in a cross-cultural context. Based on this literature overview, the next section reports and discusses the extant findings.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Disciplines and publication outlets of consumer loneliness (CL) studies.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Category</td>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Journal</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Total</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Empirical articles</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">Conceptual articles</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Marketing and management</td>
<td valign="top" align="left">Journal of Business Research</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Consumer Research</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Psychology and Marketing</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Consumer Psychology</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">European Journal of Marketing</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Marketing Research</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Australasian Marketing Journal</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">International Journal of Consumer Studies</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">International Journal of Retail and Distribution Management</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Business Ethics</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Consumer Behavior</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Retailing</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of the Academy of Marketing Science</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Marketing Intelligence and Planning</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">MIT Sloan Management Review</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">Service, tourism, and hospitality</td>
<td valign="top" align="left">International Journal of Hospitality Management</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Current Issues in Tourism</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Service Management</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Tourism Management</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">International Journal of Contemporary Hospitality Management</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Retailing and Consumer Services</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Services Marketing</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Information technology</td>
<td valign="top" align="left">Computers in Human Behavior</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Cyberpsychology and Behavior</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Cyberpsychology, Behavior, and Social Networking</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Management Information Systems</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Telematics and Informatics</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Psychology</td>
<td valign="top" align="left">Current Opinion in Psychology</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Frontiers in Psychology</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Journal of Experimental Social Psychology</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Personality and Social Psychology Bulletin</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Psychological Reports</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Trends in Psychology</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">Others</td>
<td valign="top" align="left">British Journal of General Practice</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Frontiers in Public Health</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Pediatric Obesity</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">The Social Science Journal</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Virtual Reality</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S4">
<title>4. Findings</title>
<sec id="S4.SS1">
<title>4.1. Antecedents: What influences consumer loneliness?</title>
<sec id="S4.SS1.SSS1">
<title>4.1.1. Predictors of consumer loneliness</title>
<p>From the social change perspective, the number of lonely consumers is increasing, potentially due to longer life spans, disconnected social networks, increasing social isolation, and single-person households (<xref ref-type="bibr" rid="B80">Wang et al., 2012</xref>). As a psychological experience, CL is exacerbated by changing socioenvironmental factors (<xref ref-type="bibr" rid="B26">Grigoropoulos and Daoultzis, 2022</xref>).</p>
<sec id="S4.SS1.SSS1.Px1">
<title>4.1.1.1. The aging population</title>
<p>In 2050, the proportion of the world&#x2019;s population aged over 60 years will be close to 22% (<xref ref-type="bibr" rid="B83">World Health Organization [WHO], 2021</xref>). Consequently, older consumers represent a rapidly growing segment in the global marketplace. Previous evidence has indicated that decreased social interaction increases older consumers&#x2019; loneliness (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>). In addition, a lack of shopping mobility also contributes to older consumers&#x2019; loneliness (<xref ref-type="bibr" rid="B44">Lim and Kim, 2011</xref>). Due to their lack of social contacts, older consumers have fewer ways to resolve their loneliness. However, older consumers&#x2019; social needs have not been completely met in the marketplace and adequately understood by academics.</p>
</sec>
<sec id="S4.SS1.SSS1.Px2">
<title>4.1.1.2. Decreased social connectedness</title>
<p>Threats to valued social relationships, ranging from social exclusion to divorce, have been found to elevate CL (<xref ref-type="bibr" rid="B35">Jiao and Wang, 2018</xref>). Preliminary research has shown that affiliation deficits result in CL (<xref ref-type="bibr" rid="B40">Lastovicka and Sirianni, 2011</xref>). In addition, a meta-analysis of social media has indicated that a lack of social support results in loneliness (<xref ref-type="bibr" rid="B73">Song et al., 2014</xref>). Socially excluded consumers tend to devalue social relationships and thus experience greater loneliness (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>). Similarly, a lack of psychological attachment to others has been identified as a significant antecedent of CL (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). Although prior studies have indicated that perceived solitude and social disconnectedness, rather than the actual amount of social contact, drive the sense of loneliness (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>), insufficient physical, and social activity play a role in facilitating CL (<xref ref-type="bibr" rid="B28">Han et al., 2022</xref>).</p>
</sec>
<sec id="S4.SS1.SSS1.Px3">
<title>4.1.1.3. Technology- and pandemic-induced alienation</title>
<p>The prevalence of CL has been accelerated by the development of information technologies and digitalized social networks (<xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>). For example, Instagram broadcasting behaviors increase users&#x2019; loneliness (<xref ref-type="bibr" rid="B86">Yang, 2016</xref>). Moreover, social media users&#x2019; exchange relationship orientation enhances their perceived SL (<xref ref-type="bibr" rid="B50">Matook et al., 2015</xref>). After the outbreak of the COVID-19 pandemic, social distancing measures have been widely used, leading to even higher levels of social isolation. Prolonged lockdowns have further amplified the deleterious effects of the COVID-19 pandemic. Previous research has reported that the pandemic crisis increases older people&#x2019;s loneliness (<xref ref-type="bibr" rid="B82">Wong et al., 2020</xref>). Furthermore, COVID-19-related fear increases CL and alcohol consumption (<xref ref-type="bibr" rid="B26">Grigoropoulos and Daoultzis, 2022</xref>).</p>
</sec>
<sec id="S4.SS1.SSS1.Px4">
<title>4.1.1.4. Consumer characteristics</title>
<p>Research using the personality approach has suggested that introverted consumers reduce their loneliness by interacting with service frontliners (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>; <xref ref-type="bibr" rid="B57">Pettigrew, 2007</xref>; <xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>). Moreover, a meta-analysis has indicated that Facebook users&#x2019; shyness results in loneliness (<xref ref-type="bibr" rid="B73">Song et al., 2014</xref>). Insecure attachment has also been verified to increase EL (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). In addition, consumers who engage in more consumer-ethnocentric activities (i.e., buying domestic products) feel lonelier (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). Demographic variables such as socioeconomic status, the quantity and quality of interpersonal interaction (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>), age (<xref ref-type="bibr" rid="B64">Rokach and Neto, 2005</xref>), and gender (<xref ref-type="bibr" rid="B66">Salimi, 2011</xref>) have also been related to differences in the severity of CL.</p>
</sec>
<sec id="S4.SS1.SSS1.Px5">
<title>4.1.1.5. Culture and norms</title>
<p>Loneliness always emerges within the context of a culture with normative values and practices. Culture significantly affects the causes of loneliness (<xref ref-type="bibr" rid="B64">Rokach and Neto, 2005</xref>). For instance, individuals in collectivistic societies report higher loneliness than those in individualistic societies (<xref ref-type="bibr" rid="B48">Lykes and Kemmelmeier, 2013</xref>). Chinese cultural values are generally collectivistic and center on family orientation and kinship; thus, to address their loneliness, older Chinese consumers rely on interactions with family members to address their CL more than on social interactions with others in service or consumption settings (<xref ref-type="bibr" rid="B72">Song et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="S4.SS1.SSS2">
<title>4.1.2. Alleviators of consumer loneliness</title>
<sec id="S4.SS1.SSS2.Px1">
<title>4.1.2.1. Consumption behaviors</title>
<p>The research has underscored that consumption is an effective tactic to ameliorate CL (<xref ref-type="bibr" rid="B46">Liu et al., 2020</xref>). Lonely consumers may consider acquiring possessions to show their status to others (<xref ref-type="bibr" rid="B49">Mandel et al., 2017</xref>). Although this &#x201C;possession effect&#x201D; recedes over time, it temporarily reduces CL (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>). Purchasing products that reflect a group affiliation (e.g., majority-endorsed sneakers) or consuming peer-recommended services (e.g., restaurants) helps achieve the assurance of consumers&#x2019; social self. Moreover, products/services that foster a sense of belongingness help consumers attenuate their loneliness perceptions (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). For instance, <xref ref-type="bibr" rid="B57">Pettigrew (2007)</xref> contended that consumption behaviors help senior consumers decrease loneliness while enhancing their affiliation. Recently, <xref ref-type="bibr" rid="B81">Wang et al. (2021)</xref> found that rituals in product consumption (e.g., eating Oreo cookies by following the twist-lick-dunk ritual) can reduce CL.</p>
<p>As a social experience, shopping is a feasible coping strategy that can play a key role in reducing CL (<xref ref-type="bibr" rid="B71">Smith et al., 2018</xref>). Lonely consumers go to retail stores and interact with salespeople to satisfy their need for social support (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>; <xref ref-type="bibr" rid="B71">Smith et al., 2018</xref>). For them, going shopping becomes a social activity to receive complementary social resources rather than an activity to acquire desired products and services (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>). Thus, service establishments offer an ideal outlet for social activities and participation, thereby alleviating consumers&#x2019; perceived isolation and loneliness. Moreover, relative to material purchases, experiential purchases exert a greater impact on CL alleviation (<xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>). For example, shopping malls have been identified as an important &#x201C;third place&#x201D; for lonely consumers to alleviate loneliness (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>). In the restaurant service context, employees&#x2019; service manner exhibits a significantly positive effect on CL reduction (<xref ref-type="bibr" rid="B72">Song et al., 2018</xref>). Similarly, participation in consumption communities (<xref ref-type="bibr" rid="B74">Sullivan and Richardson, 2020</xref>) and holiday trips (<xref ref-type="bibr" rid="B56">Pagan, 2020</xref>) has been identified as effective alleviators of CL.</p>
</sec>
<sec id="S4.SS1.SSS2.Px2">
<title>4.1.2.2. Technology-facilitated connectedness</title>
<p>Currently, online social activities play a critical role in consumers&#x2019; daily lives. Adolescents use social media as a primary source of social relations to cope with pandemic-induced loneliness (<xref ref-type="bibr" rid="B10">Cauberghe et al., 2021</xref>). <xref ref-type="bibr" rid="B77">Uram and Skalski (2020)</xref> indicated that social media users&#x2019; life satisfaction significantly decreases their loneliness. Moreover, technology use (e.g., e-mail, social networks) predicts lower loneliness and benefits older consumers&#x2019; mental and physical health (<xref ref-type="bibr" rid="B14">Chopik, 2016</xref>). Virtual interactions on social media (e.g., Facebook) help users achieve interactivity, develop social skills, and facilitate a sense of belongingness (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>), thus combating their loneliness. <xref ref-type="bibr" rid="B86">Yang (2016)</xref> reported that Instagram browsing decreases users&#x2019; loneliness, while Instagram interaction exhibits a similar effect only on users with a low social comparison orientation. Moreover, in contrast to text-based social media (e.g., Twitter), image-based social media (e.g., Instagram) have a greater therapeutic effect on CL (<xref ref-type="bibr" rid="B59">Pittman and Reich, 2016</xref>). Even sounds in mobile apps can satisfy lonely consumers&#x2019; needs for belonging by creating a sense of social presence (<xref ref-type="bibr" rid="B60">Poupis et al., 2021</xref>).</p>
</sec>
</sec>
</sec>
<sec id="S4.SS2">
<title>4.2. Outcomes: What does consumer loneliness produce?</title>
<sec id="S4.SS2.SSS1">
<title>4.2.1. Consumer behaviors</title>
<p>As a signal that individuals&#x2019; perceived social connections are not at their desired levels, loneliness spurs people&#x2019;s efforts to escape from and change this painful state (<xref ref-type="bibr" rid="B9">Cacioppo et al., 2006</xref>). Thus, when consumers are plagued by loneliness, they go to great lengths to fulfill their need for others (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>).</p>
<sec id="S4.SS2.SSS1.Px1">
<title>4.2.1.1. Shopping as a social experience</title>
<p>By considering shopping a social activity, lonely consumers can form personal bonds with others in the marketplace as substitutes for other social contacts (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>). These social contacts help consumers forge social connections (<xref ref-type="bibr" rid="B40">Lastovicka and Sirianni, 2011</xref>; <xref ref-type="bibr" rid="B81">Wang et al., 2021</xref>), fill their social voids, and blend in rather than stand out (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>). Therefore, CL enhances not only consumption-oriented motivations (e.g., dining out) but also experiential-oriented motivations (e.g., traveling) (<xref ref-type="bibr" rid="B44">Lim and Kim, 2011</xref>). Furthermore, shopping-related experiences facilitate social reconnection and affiliation (<xref ref-type="bibr" rid="B49">Mandel et al., 2017</xref>). Lonely consumers tend to consider new sources of social relationships in an optimistic way and are eager to interact with others in consumption contexts (<xref ref-type="bibr" rid="B46">Liu et al., 2020</xref>). They purchase more domestic-choice products, which can affirm their social identity (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). Furthermore, spending and purchasing are strategically utilized by lonely consumers as affiliation tools in the service of forging social connections (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>). Finally, consumption functions as a form of compensation. Compensatory consumption refers to &#x201C;the desire for, purchase, or use of products/services to satisfy a psychological need&#x201D; (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>) and has been used by people feeling lonely to establish a sense of social connectedness (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>; <xref ref-type="bibr" rid="B84">Yan and Sengupta, 2020</xref>). The therapeutic value of compensatory consumption has also been established (<xref ref-type="bibr" rid="B36">Kim and Jang, 2017</xref>). More specifically, consumers feeling lonely participate in compensatory consumption to fulfill their needs for belonging, affiliation, and self-esteem (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>; <xref ref-type="bibr" rid="B44">Lim and Kim, 2011</xref>; <xref ref-type="bibr" rid="B49">Mandel et al., 2017</xref>).</p>
</sec>
<sec id="S4.SS2.SSS1.Px2">
<title>4.2.1.2. Online social activities</title>
<p>According to the social compensation model (<xref ref-type="bibr" rid="B70">Sirola et al., 2019</xref>) and the social augmentation hypothesis (<xref ref-type="bibr" rid="B73">Song et al., 2014</xref>), loneliness motivates consumers to engage in online social activities to enhance their social world. Online social resources (e.g., social networking sites, social media platforms) are often readily available, representing an accessible medium to compensate for relationship deficits. Lonely consumers spend more time web surfing and on social networking platforms as a substitute for real interpersonal interactions (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>). They benefit more from social applications, such as Facebook, than non-lonely consumers do (<xref ref-type="bibr" rid="B73">Song et al., 2014</xref>). Moreover, the use of online travel communities for social and emotional loneliness (OTS-SEL) stimulates users&#x2019; peer communication in online communities (<xref ref-type="bibr" rid="B41">Lee and Hyun, 2015</xref>). In tourism contexts, social CLs positively influence tourists&#x2019; smartphone application use (<xref ref-type="bibr" rid="B75">Tan and Lu, 2019</xref>). In addition, tourists may engage in online peer-to-peer accommodations (e.g., Airbnb) to escape loneliness (<xref ref-type="bibr" rid="B21">Farmaki and Stergiou, 2019</xref>).</p>
</sec>
<sec id="S4.SS2.SSS1.Px3">
<title>4.2.1.3. Parasocial interaction</title>
<p>Lonely consumers seek out parasocial relationships with media personalities, pets, or commercial relationships in &#x201C;the third place&#x201D; (<xref ref-type="bibr" rid="B72">Song et al., 2018</xref>). For instance, loneliness increases older consumers&#x2019; parasocial interactions (<xref ref-type="bibr" rid="B44">Lim and Kim, 2011</xref>). CL also facilitates consumers&#x2019; efforts to develop a sense of connectedness with non-human agents (e.g., pets, products, brands) (<xref ref-type="bibr" rid="B45">Liu et al., 2022</xref>). Lonely consumers tend to humanize brands and products/services (<xref ref-type="bibr" rid="B17">Dalman et al., 2021</xref>). CL may be a key driver of anthropomorphism in online and offline consumption contexts (<xref ref-type="bibr" rid="B13">Chen et al., 2017</xref>). A recent study on celebrity-following behaviors demonstrated that CL predicts followers&#x2019; parasocial interactions with celebrities&#x2019; social media (i.e., visiting frequency and following behaviors) (<xref ref-type="bibr" rid="B37">Kim et al., 2019</xref>).</p>
</sec>
<sec id="S4.SS2.SSS1.Px4">
<title>4.2.1.4. Impulsive and self-focused consumption</title>
<p>Loneliness impairs self-regulation, logical reasoning, and time perception (<xref ref-type="bibr" rid="B81">Wang et al., 2021</xref>). Thwarted belongingness makes consumers consume, even in personally unfavorable ways, for social affiliation (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>). Thus, CL has been associated with impulsive, unhealthy, and problematic consumption (<xref ref-type="bibr" rid="B4">Atalay and Meloy, 2011</xref>; <xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). <xref ref-type="bibr" rid="B51">Mead et al. (2010)</xref> contended that socially excluded consumers may exhibit distinct spending and consumption strategies. Consumers who experience essential relationship deficits, relative to consumers who experience inessential relationship deficits, engage more often in impulsive consumption (<xref ref-type="bibr" rid="B68">Sinha and Wang, 2013</xref>). Moreover, CL increases solitary consumption (e.g., alcohol consumption) while decreasing social consumption (spending time with others) (<xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). Loneliness-induced coping strategies are significantly associated with adolescents&#x2019; unethical consumption behaviors (e.g., underage smoking) (<xref ref-type="bibr" rid="B24">Gentina et al., 2018</xref>). In addition, CL signals a priority for self-focused or self-oriented consumption (e.g., self-gifting) for hedonic rewards or a <italic>carpe diem</italic> mentality (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>; <xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>). Hence, loneliness has been considered the most significant predictor of problematic internet use (<xref ref-type="bibr" rid="B11">Ceyhan and Ceyhan, 2008</xref>), conspicuous consumption (<xref ref-type="bibr" rid="B46">Liu et al., 2020</xref>), and the consumption of sugar-containing foods and beverages (<xref ref-type="bibr" rid="B20">Doan et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="S4.SS2.SSS2">
<title>4.2.2. Consumer emotions</title>
<p>Loneliness influences the entirety of consumers&#x2019; daily lives (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). Hence, CL has been linked to different consumer emotions. CL encourages consumers to reflect on and become attached to product/service consumption that represents their social ties (<xref ref-type="bibr" rid="B44">Lim and Kim, 2011</xref>; <xref ref-type="bibr" rid="B52">Mittal and Silvera, 2018</xref>). As a threat to one&#x2019;s social self, CL triggers consumers&#x2019; purchase attachment tendency in terms of reaffirming social relationships. More specifically, lonely female (male) consumers become attached to material (experiential) purchases (<xref ref-type="bibr" rid="B52">Mittal and Silvera, 2018</xref>). Lonely consumers attach nostalgia to socially important purchases to bridge a perceived gap between their ideal and actual social bonds (<xref ref-type="bibr" rid="B52">Mittal and Silvera, 2018</xref>), yielding the perception of social connection (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). With regard to positive consumer outcomes, CL exerts a positive effect on consumer enjoyment in online social media (<xref ref-type="bibr" rid="B37">Kim et al., 2019</xref>) and offline retailing (<xref ref-type="bibr" rid="B71">Smith et al., 2018</xref>). Thus, satisfaction for lonely consumers stems from not only consumption itself but also the consumption experience (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>). CL has also been related to negative consumer emotions. For example, loneliness devastates consumers&#x2019; wellbeing (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>). SL accelerates tourists&#x2019; leisure boredom at destinations (<xref ref-type="bibr" rid="B75">Tan and Lu, 2019</xref>). Furthermore, vulnerable consumers (e.g., consumers in late adolescence) are more heavily impacted by loneliness (<xref ref-type="bibr" rid="B56">Pagan, 2020</xref>; <xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). Among them, loneliness has been associated with several psychological issues (<xref ref-type="bibr" rid="B70">Sirola et al., 2019</xref>). Relative to anxiety, loneliness exhibited a greater impact on feelings of happiness during COVID-19 lockdowns (<xref ref-type="bibr" rid="B10">Cauberghe et al., 2021</xref>).</p>
</sec>
<sec id="S4.SS2.SSS3">
<title>4.2.3. Consumer preferences</title>
<p>Lonely consumers perceive themselves as different from others (<xref ref-type="bibr" rid="B80">Wang et al., 2012</xref>) and exhibit different consumption orientations and expenditure patterns (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>). For instance, they prefer talking on cell phones and consider texting as a less intimate method of contact (<xref ref-type="bibr" rid="B61">Reid and Reid, 2007</xref>). Moreover, they prefer online social interactions for greater control over their self-presentation and anonymity. They demonstrate a preference for material consumption, even though it ultimately aggravates their loneliness (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>). Lonely consumers prefer domestic choices in food consumption settings (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). Moreover, they prefer minority-endorsed products that present a natural fit with their loneliness in private consumption contexts, but conform to majority-endorsed products to display their affiliation in public consumption contexts. Researchers have also found that lonely consumers prefer angular shapes over circular shapes only in private consumption contexts (<xref ref-type="bibr" rid="B12">Chen et al., 2021</xref>) and prefer products/services characterized as &#x201C;warm&#x201D; more those characterized as &#x201C;cold&#x201D; to satisfy their need for social connectivity (<xref ref-type="bibr" rid="B13">Chen et al., 2017</xref>). In addition, temporary CL makes consumers prefer various objects (e.g., products and prices) accompanied by divisible numbers (<xref ref-type="bibr" rid="B84">Yan and Sengupta, 2020</xref>).</p>
</sec>
<sec id="S4.SS2.SSS4">
<title>4.2.4. Consumer attitudes</title>
<p>For lonely consumers, a common coping strategy to relieve their loneliness is embracing materialism (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>; <xref ref-type="bibr" rid="B24">Gentina et al., 2018</xref>; <xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). EL increases consumer materialism (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>), which further enhances self-brand connections (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). However, loneliness and materialism reciprocally influence each other over time (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>). Although socially excluded consumers attach more importance to their possessions while experiencing greater loneliness (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>), increasing evidence supports the phenomenon that CL contributes to materialism by crowding out social relationships (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>; <xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>). Moreover, the predictive role of CL in consumer ethnocentrism has also been established (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). In addition, lonely consumers report a negative attitude toward depersonalized retailing and service experiences (<xref ref-type="bibr" rid="B38">Kim et al., 2005</xref>; <xref ref-type="bibr" rid="B33">Hu and Jasper, 2006</xref>) and evaluate them more negatively than non-lonely consumers do (<xref ref-type="bibr" rid="B22">Forman and Sriram, 1991</xref>).</p>
</sec>
<sec id="S4.SS2.SSS5">
<title>4.2.5. Cognition and cognitive assessment</title>
<p>Consumers allocate more attention to social cues in consumption environments when they are lonely (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>; <xref ref-type="bibr" rid="B46">Liu et al., 2020</xref>). Hence, scholars have examined the relationship between CL and product evaluation (<xref ref-type="bibr" rid="B80">Wang et al., 2012</xref>). For example, OTS-SEL increases users&#x2019; identification with peer groups (<xref ref-type="bibr" rid="B41">Lee and Hyun, 2015</xref>). Moreover, lonely female (male) consumers perceive material (experiential) purchases to have higher social value than experiential (material) purchases (<xref ref-type="bibr" rid="B52">Mittal and Silvera, 2018</xref>). In addition, SL positively influences tourists&#x2019; esthetic scope during their trips (<xref ref-type="bibr" rid="B75">Tan and Lu, 2019</xref>).</p>
</sec>
</sec>
<sec id="S4.SS3">
<title>4.3. Consumer loneliness as a mediator</title>
<p>Loneliness helps explain the relationship between consumers&#x2019; interpersonal relationship deficits and possessive love (<xref ref-type="bibr" rid="B40">Lastovicka and Sirianni, 2011</xref>). Moreover, consumers who encounter group consumers (rather than mostly solo consumers) in restaurants experience greater loneliness, undermining their solo dining intentions (<xref ref-type="bibr" rid="B32">Her and Seo, 2018</xref>). Scholars have also shown that EL intervenes with the positive effect of insecure attachment on consumer self-gifting motivations (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). In addition, <xref ref-type="bibr" rid="B55">Pade and Feurer (2022)</xref> identified CL as a mediator linking disadvantageous personalized pricing and perceived price fairness. CL also transmits the positive effect of the fear of COVID-19 on alcohol consumption behavior (<xref ref-type="bibr" rid="B26">Grigoropoulos and Daoultzis, 2022</xref>). When loneliness is considered a negative mediator, reduced loneliness mediates the relationship between technology use and physical and mental health among older consumers (<xref ref-type="bibr" rid="B14">Chopik, 2016</xref>).</p>
</sec>
<sec id="S4.SS4">
<title>4.4. Customer loneliness as a moderator</title>
<p>When modeled as a moderator, CL has been found to enhance the relationship between excessive gambling and participation in online gambling communities among adolescents and young adults (<xref ref-type="bibr" rid="B70">Sirola et al., 2019</xref>). CL also promotes the positive effect of affectionate gestures (e.g., hugging) on attitudes toward a target product imbued with anthropomorphic traits (<xref ref-type="bibr" rid="B27">Hadi and Valenzuela, 2014</xref>). Moreover, for Facebook users with high loneliness, psychological needs (e.g., belonging) contribute more to their Facebook usage than to the usage of those with low loneliness (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>). When product failure occurs, lonely consumers (relative to less lonely consumers) make fewer negative judgments about the focal brand (<xref ref-type="bibr" rid="B17">Dalman et al., 2021</xref>). In addition, empathy exhibits a significantly positive effect on moral identity and subsequent moral behaviors only among consumers who report greater loneliness (<xref ref-type="bibr" rid="B35">Jiao and Wang, 2018</xref>).</p>
</sec>
</sec>
<sec id="S5">
<title>5. Future research agenda and implications for theory</title>
<sec id="S5.SS1">
<title>5.1. Profiling lonely consumers</title>
<p>Generally, research on the antecedents of CL is relatively limited. There is little knowledge of loneliness-provoking factors in the consumption context. Although previous works have explored the role of demographic characteristics in CL, their findings have remained inconclusive. For example, some researchers have reported a non-significant gender effect, while others have not (<xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>). More attempts should be made to examine demographic effects and provide a clear profile of lonely consumers (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). Moreover, additional consumer traits should be integrated to explore the antecedents of CL (<xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>). Consumer predispositions such as self-efficacy, innovativeness, empathy, and ethical identity should be examined as precedents of CL (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>; <xref ref-type="bibr" rid="B49">Mandel et al., 2017</xref>). This topic is of particular importance because personal traits interact with consumers&#x2019; feelings and often mold their behaviors (<xref ref-type="bibr" rid="B42">Li and Huang, 2022</xref>).</p>
<p>Cultural values usually set different baselines for the fulfillment of social needs while shaping consumer reactions (<xref ref-type="bibr" rid="B72">Song et al., 2018</xref>). For example, family interactions may be important for people from collectivistic societies to counteract loneliness, while interactions with friends are important for people in individualistic societies to alleviate loneliness (<xref ref-type="bibr" rid="B48">Lykes and Kemmelmeier, 2013</xref>). Thus, culture and social norms influence how CL is interpreted (<xref ref-type="bibr" rid="B70">Sirola et al., 2019</xref>). However, some researchers have found no significant group difference (e.g., between the U.S. and India) in CL-induced consumer reactions (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). That is, the role of culture-related factors in loneliness has not yet been adequately understood. Cultural differences, in terms of power distance, uncertainty avoidance, or long-term orientation, have not yet been employed to explain the CL phenomenon (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). Future research could more strongly address the relationship between cultural differences and CL and the effect of their interplay on consumer outcomes to present a picture of how consumers from different backgrounds feel loneliness.</p>
</sec>
<sec id="S5.SS2">
<title>5.2. Loneliness and consumer outcomes</title>
<sec id="S5.SS2.SSS1">
<title>5.2.1. Quality of life</title>
<p>Quality of life (QOL) research is gaining momentum in the marketing and management literature (<xref ref-type="bibr" rid="B69">Sirgy et al., 2007</xref>; <xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). QOL marketing refers to practices developed to enhance the wellbeing of consumers as well as firms&#x2019; other stakeholders (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). Previous research has indicated that loneliness is associated with life satisfaction (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>). However, evidence supporting the relationship between CL and QOL is still lacking. The evolving service-dominant (S-D) logic suggests that all exchanges in the marketplace aim to improve the wellbeing of all stakeholders (<xref ref-type="bibr" rid="B78">Vargo and Lusch, 2017</xref>). Future studies should examine whether QOL marketing practices that aim to improve consumer welfare help to alleviate CL. This study also opens new areas for transformative service research (TSR) (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>). TSR centers on research that seeks to create uplifting changes in the wellbeing of all service entities. Lonely consumers tend to engage in more mood-regulation activities to repair their negative moods that accompany loneliness (<xref ref-type="bibr" rid="B4">Atalay and Meloy, 2011</xref>). Hence, researchers could explore the link between CLs and transformative services and their integrative effects on consumer outcomes. The marketing literature emphasizes positive long-term customer-firm relationships (<xref ref-type="bibr" rid="B42">Li and Huang, 2022</xref>). However, the literature offers little knowledge of the linkage between CL and customer-firm relationship (<xref ref-type="bibr" rid="B41">Lee and Hyun, 2015</xref>; <xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). For example, an increasing number of firms have adopted contactless services to mitigate the impact of the COVID-19 pandemic (<xref ref-type="bibr" rid="B42">Li and Huang, 2022</xref>). However, these practices decrease in-person interactions between customers and service providers, which are emphasized in traditional relationship marketing. Lonely consumers are sensitive to a depersonalized service environment (<xref ref-type="bibr" rid="B33">Hu and Jasper, 2006</xref>). Researchers could further explore the potential effect of CL in the relationship between technology-enabled services (e.g., AI-powered services) and customer satisfaction. In terms of the customer-firm relationship, the distinction between SEL needs to be further addressed (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>). Belongingness arises when an individual has frequent interactions with the same person in an enduring context of caring and concern (<xref ref-type="bibr" rid="B5">Baumeister and Leary, 1995</xref>). It is difficult for short-term social interactions to foster the close social relationships that emotionally lonely consumers need. That is, SL may be addressed by short-term consumption experiences and linked to positive consumer outcomes, while EL is more likely to be effectively alleviated by long-term customer-firm relationships. Furthermore, organizational behavior research has indicated that workplace loneliness weakens employees&#x2019; attachment and affective commitment toward their organization (<xref ref-type="bibr" rid="B39">Kloutsiniotis et al., 2022</xref>). Consumers are often viewed as &#x201C;partial employees&#x201D; in service firms (<xref ref-type="bibr" rid="B42">Li and Huang, 2022</xref>; <xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). It is reasonable to postulate that the loneliness that emerges during the service process may frustrate consumers&#x2019; need for relatedness and undermine service relationships. In addition, because of the fear of loss and social anxiety (<xref ref-type="bibr" rid="B5">Baumeister and Leary, 1995</xref>), the relationship between service outcomes and customer loyalty may vary with the level of CL. Counterintuitively, a possible benefit of CL may be a stable customer-firm relationship. More specifically, when a firm develops loyalty among lonely consumers, those consumers will exhibit higher loyalty and associate more lifetime value with the firm than do non-lonely consumers. Hence, more work needs to be done to highlight the potential value of CLs in relationship marketing.</p>
</sec>
<sec id="S5.SS2.SSS2">
<title>5.2.2. Consumer behaviors</title>
<sec id="S5.SS2.SSS2.Px1">
<title>5.2.2.1. Value co-creation behavior</title>
<p>Value co-creation has an inherently social nature; it facilitates a process that is conducive to promoting interactions and relationships among consumers and service providers (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). Surprisingly, CL has rarely been related to customer value co-creation behaviors [i.e., customer participation, customer citizenship, customer-to-customer interaction (CCI), and customer-employee interaction]. The social motivations resulting from CLs may facilitate more service interactions during value co-creation (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). Lonely consumers may engage in value co-creation as an outlet to seek social connectedness (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>). Furthermore, prior research has asserted that positive and lasting social relationships are important in helping people combat loneliness (<xref ref-type="bibr" rid="B5">Baumeister and Leary, 1995</xref>). Social interactions alone cannot help individuals combat loneliness, so the quality of the interactions should also be taken into account (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>). From this perspective, it is presumable that the effects of the co-creation experience on CL vary with service interaction quality (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). Future research should focus on the links among CL, service experience, interaction quality, and other factors (e.g., S-D orientation) that enhance the therapeutic effects of value co-creation (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). In addition, CCI has been found to significantly influence consumers&#x2019; social wellbeing (<xref ref-type="bibr" rid="B1">Altinay et al., 2019</xref>). Older consumers view fellow customers as a source of social contact and actively engage in CCI to combat loneliness. However, some studies have questioned the value of CCI (<xref ref-type="bibr" rid="B53">Nicholls and Gad Mohsen, 2015</xref>). The presence of other customers and lonely consumers&#x2019; anticipated evaluations also influence their choices and behaviors during public consumption (<xref ref-type="bibr" rid="B80">Wang et al., 2012</xref>). These mixed findings imply that there may be conditions under which the effect of CCI changes. For instance, introverted consumers may not benefit from interactions with unfamiliar fellow consumers because of their social anxiety (<xref ref-type="bibr" rid="B32">Her and Seo, 2018</xref>). In addition, loneliness has been related to a perceived lack of control over outcomes (<xref ref-type="bibr" rid="B25">Gierveld and Tilburg, 2006</xref>). Thus, lonely consumers are more likely to have an external service locus of control, which influences their value co-creation performance and service outcomes evaluation (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>).</p>
</sec>
<sec id="S5.SS2.SSS2.Px2">
<title>5.2.2.2. Consumption behavior</title>
<p>In terms of social functions, CL alerts consumers to engage in various consumption behaviors to alleviate loneliness (<xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>). CL has been operationalized as a chronic personality trait or a set of incident-induced temporary perceptions (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>). However, the majority of CL research has focused on chronic loneliness, and very little is known about whether transient loneliness has similar effects in terms of consumer behaviors (<xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). Thus, an interesting research question arises: do the social relationships established while shopping/purchasing help counteract chronic CL? If so, how long does this effect persist? Scholars should clearly articulate the definition of CL (as a situational or trait variable) in future studies and elaborate their differences. Moreover, whether and how different types of consumption reduce CL have yet to be examined (<xref ref-type="bibr" rid="B72">Song et al., 2018</xref>). For example, social interactions in retailing contexts may help reduce consumers&#x2019; SL but are less likely to alleviate their EL. Demonstrating the distinction between the different types of consumption is important for deepening our understanding of lonely consumers&#x2019; behaviors (<xref ref-type="bibr" rid="B68">Sinha and Wang, 2013</xref>). Another route for future research relates to the impacts of different types of CLs on consumption behaviors. Previous research has not distinguished SL from EL (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). Future research should consider CL as a multifaceted concept and investigate the effects of the type of loneliness on the service experience and prospective consumption. In addition, lonely consumers have a greater preference for services or products characterized by social attributes (<xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>). However, not all social experiences are equally effective in reducing loneliness (<xref ref-type="bibr" rid="B48">Lykes and Kemmelmeier, 2013</xref>). Relative to material-based consumption, experience-based consumption leads to higher levels of social wellbeing (<xref ref-type="bibr" rid="B36">Kim and Jang, 2017</xref>). More specifically, experiential purchases (e.g., travel and sightseeing) can effectively enhance the social connections among consumers and others (<xref ref-type="bibr" rid="B56">Pagan, 2020</xref>; <xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>). Moreover, hedonic consumption (e.g., leisure activities), relative to instrumental consumption (e.g., buying shampoo), may exert a greater influence on CL reduction. Limited research has examined the effects of specific consumption experiences on CL, providing an additional direction for future research.</p>
</sec>
<sec id="S5.SS2.SSS2.Px3">
<title>5.2.2.3. Consumer loneliness in the new era</title>
<p>The literature has paid little attention to how loneliness affects consumers and how consumers react in the new era (<xref ref-type="bibr" rid="B70">Sirola et al., 2019</xref>; <xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). For example, the development of intelligent technologies [e.g., service robots and intelligent personal assistants (IPAs)] facilitates the establishment of two-way parasocial relationships among consumers and service entities (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>). It has also been postulated that social robot services (e.g., communication and entertainment) have the potential to support lonely consumers (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>). Companion robots can ameliorate users&#x2019; loneliness through emotional support (<xref ref-type="bibr" rid="B54">Odekerken-Schr&#x00F6;der et al., 2020</xref>). Therefore, service robots (e.g., Pepper by SoftBank) and IPAs (e.g., Amazon&#x2019;s Echo Alexa) have the potential to offset the negative impacts of the pandemic while building rapport with consumers (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>). However, no empirical work has examined the above effects. Furthermore, intelligent technologies are increasingly considered emotional connectors, and the effects of social/emotional CL on consumer behavior toward intelligent technologies (and <italic>vice versa</italic>) should be investigated in emerging consumption contexts.</p>
<p>According to social surrogacy theory (<xref ref-type="bibr" rid="B60">Poupis et al., 2021</xref>), consumers seek out social surrogates to combat loneliness (e.g., pets, favored TV programs). Consumers&#x2019; identification with anthropomorphized objects helps facilitate a sense of connection (<xref ref-type="bibr" rid="B47">Loh et al., 2021</xref>). <xref ref-type="bibr" rid="B54">Odekerken-Schr&#x00F6;der et al. (2020)</xref> proposed that intelligent technologies, from IPAs to humanized robots, can play three different roles (e.g., personal assistants, relational peers, and intimate buddies) in counteracting CLs. Thus, it is reasonable to suggest that each role offers specific social relations and contributes differently to CL alleviation, especially among adolescent consumers who are heavy users of smart digital devices and internet-based services. In addition, research has noted that online social networking cannot compensate for offline social deficits to adequately counteract loneliness (<xref ref-type="bibr" rid="B70">Sirola et al., 2019</xref>). The displacement hypothesis explains that time spent on a particular social medium (e.g., Facebook or online games) replaces time spent on other social mediums (e.g., family and friends) (<xref ref-type="bibr" rid="B73">Song et al., 2014</xref>). Heavy usage provides &#x201C;leaner and less satisfying&#x201D; social interactions, exacerbates social isolation, and worsens users&#x2019; psychological wellbeing (<xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). That is, CL may explain the dynamic link between changing social situations and social media behaviors. Future CL research could further clarify the paradox of social networking and the conditions under which these relationships vary.</p>
<p>Impacted by the coronavirus, human service delivery has been considered harmful and even lethal to both sides of the service dyad (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>). Service industries have had to adopt more technology-enabled services (e.g., contactless service) to increase their business. However, these pandemic-induced consumer experiences may also evoke CL (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). The elevated loneliness caused by the pandemic quarantine may amplify and intensify vulnerable consumers&#x2019; negative psychological reactions to the pandemic crisis (<xref ref-type="bibr" rid="B26">Grigoropoulos and Daoultzis, 2022</xref>). Even amid the easing of pandemic-induced service measures, lonely consumers may continue to live under restricted social contact and suffer negative psychological outcomes (<xref ref-type="bibr" rid="B31">Henkel et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Li and Huang, 2022</xref>). Thus, understanding what and how service practices are effective in alleviating CL during, and even after, the COVID-19 pandemic is essential to the service literature.</p>
</sec>
<sec id="S5.SS2.SSS2.Px4">
<title>5.2.2.4. Consumer loneliness changes over time</title>
<p>Loneliness can be a fleeting mood or a persistent experience that changes over time (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>). It motivates consumers to purchase products/services to achieve social connectivity (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>; <xref ref-type="bibr" rid="B58">Pieters, 2013</xref>). However, consumption practices have been found to decrease while increasing CL. For example, shopping can be a coping mechanism to mitigate CL, even if only temporarily (<xref ref-type="bibr" rid="B22">Forman and Sriram, 1991</xref>; <xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>). Consumers can cheer themselves up by self-gifting, which has been proven to reduce negative moods while reinforcing positive moods (<xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>). Short-term consumption behaviors can assuage CL while enhancing consumers&#x2019; perceptions of social connection (<xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>), but a long-term reliance on consumption may undermine the high-quality social resources that are essential to dispelling loneliness (<xref ref-type="bibr" rid="B68">Sinha and Wang, 2013</xref>). A basic premise underlying CL studies is that the sense of loneliness motivates consumer behaviors that aim to alleviate it. Thus, loneliness should first be considered an antecedent of consumption behaviors and then be cured. More empirical attempts should further examine the reciprocal relationships between consumer behaviors and CL over time.</p>
</sec>
</sec>
</sec>
<sec id="S5.SS3">
<title>5.3. Implications for the theoretical lens and methodology</title>
<sec id="S5.SS3.SSS1">
<title>5.3.1. Theories to explain the phenomenon of CL</title>
<p>Different theoretical lenses have been employed to explain the CL phenomenon, including the need to belong theory (<xref ref-type="bibr" rid="B51">Mead et al., 2010</xref>; <xref ref-type="bibr" rid="B36">Kim and Jang, 2017</xref>), theory of attachment (<xref ref-type="bibr" rid="B24">Gentina et al., 2018</xref>; <xref ref-type="bibr" rid="B63">Ripp&#x00E9; et al., 2021</xref>; <xref ref-type="bibr" rid="B55">Pade and Feurer, 2022</xref>), and self-discrepancy theory (<xref ref-type="bibr" rid="B49">Mandel et al., 2017</xref>). Further work on CL could leverage alternative theoretical frameworks to capture the dynamic and multidimensional conceptualization of CL. Positive psychology research focuses on pursuing QOL <italic>via</italic> positive subjective experiences, which may provide new perspectives (<xref ref-type="bibr" rid="B67">Seligman, 2004</xref>). According to self-determination theory (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>), lonely consumers tend to seek substitutes when their basic needs for relatedness are frustrated. Social support, connectedness, and relatedness are vital to forming consumers&#x2019; wellbeing (<xref ref-type="bibr" rid="B6">Berezan et al., 2020</xref>). Similar to social baseline theory (<xref ref-type="bibr" rid="B20">Doan et al., 2022</xref>), social connections with others are not only an essential characteristic but also an important innate need of consumers. Lonely consumers tend to seek various substitutes when their basic need for relatedness is frustrated. Companion service robots have the potential to ameliorate CL <italic>via</italic> perceived social connections (<xref ref-type="bibr" rid="B54">Odekerken-Schr&#x00F6;der et al., 2020</xref>). Following social exchange theory, trust and support from other beings can combat the negative influence of CL. Future research could examine the potential therapeutic effects of robotic services on CL across more contexts (e.g., restaurants and hotels) <italic>via</italic> these perspectives. In addition, the absence of meaningful interactions could predict CL perceptions (<xref ref-type="bibr" rid="B26">Grigoropoulos and Daoultzis, 2022</xref>). Relational theory suggests that healthy psychological development is facilitated by the context of authentic relational connection and mutual affirmation (<xref ref-type="bibr" rid="B62">Ripp&#x00E9; et al., 2018</xref>), providing new insights for understanding CL.</p>
</sec>
<sec id="S5.SS3.SSS2">
<title>5.3.2. Research design for consumer loneliness studies</title>
<p>With regard to the conceptualization of CL, only four of the reviewed works use the term &#x201C;CL.&#x201D; The majority of the body of CL literature uses the more general terms &#x201C;loneliness.&#x201D; It is critical to further clarify the conceptualization of CL, especially for empirical studies. With regard to operationalization, CL has been measured in a variety of different ways and in various settings. For studies employing an experimental design, CL can be manipulated as a temporary emotional state (<xref ref-type="bibr" rid="B9">Cacioppo et al., 2006</xref>). Given the difficulty and possible ethical issues of the experimental manipulation of loneliness, much of the research on CL has used cross-sectional methods. For studies using the survey method, CL is measured by scales, such as the UCLA Loneliness Scale (<xref ref-type="bibr" rid="B65">Russell, 1996</xref>), the social, family and romantic loneliness scale (<xref ref-type="bibr" rid="B19">DiTommaso and Spinner, 1997</xref>), the De Jong Gierveld Loneliness Scale (<xref ref-type="bibr" rid="B25">Gierveld and Tilburg, 2006</xref>), and the three-item overall loneliness scale (<xref ref-type="bibr" rid="B34">Hughes et al., 2004</xref>). One exception is the OTS-SEL scale developed in online community settings (<xref ref-type="bibr" rid="B41">Lee and Hyun, 2015</xref>). Although previous works have yielded theoretically meaningful findings, we call for more domain-specific measures to assess CL accurately. Establishing a reliable, valid, and parsimonious measurement of CL can help the consumer literature obtain fruitful findings in the near future.</p>
<p>This study also calls for more research designs in future CL research. Several works have shown a reciprocal process of CL and consumer outcomes (<xref ref-type="bibr" rid="B58">Pieters, 2013</xref>; <xref ref-type="bibr" rid="B87">Yii et al., 2020</xref>). However, the methodologies used in previous studies have difficulty capturing the fluctuating experience of loneliness (<xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). Thus, longitudinal designs should be introduced in CL studies, especially in those exploring chronic CL predictors and impacts on consumer outcomes. Moreover, CL fluctuates daily and over time. Hence, the diary methodology, which can help capture a consumer&#x2019;s life as &#x201C;it is lived,&#x201D; can precisely delineate the intrapersonal variation in CL (<xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). In addition, because consumers increasingly rely on online social resources (e.g., social media and online communities), emerging techniques (e.g., data mining and web mining) can also be employed to detect variations in CL and provide compelling results (<xref ref-type="bibr" rid="B2">Aria and Cuccurullo, 2017</xref>; <xref ref-type="bibr" rid="B15">Correa et al., 2019</xref>; <xref ref-type="bibr" rid="B76">Teichert et al., 2020</xref>).</p>
</sec>
</sec>
</sec>
<sec id="S6">
<title>6. Implications for practice</title>
<p>As a growing segment, lonely consumers&#x2019; needs remain unfulfilled in the marketplace (<xref ref-type="bibr" rid="B23">Fumagalli et al., 2022</xref>). Although every consumer&#x2019;s experience of loneliness is unique, CL is not an untreatable condition. Researchers in clinical psychology have observed four categories of responses when people suffer loneliness: active solitude, spending money, social contact, and sad passivity (<xref ref-type="bibr" rid="B30">Heinrich and Gullone, 2006</xref>; <xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). Accordingly, we provide practical implications for practitioners.</p>
<sec id="S6.SS1">
<title>6.1. Lonely consumers who choose active solitude</title>
<p>Currently, the emergence of solo consumers is a significant trend in the global marketplace. Education, occupation, and lifestyles continue to expedite the growth of solo consumption (e.g., solo travel, solo dinning). <xref ref-type="bibr" rid="B8">Cacioppo et al. (2014)</xref> have suggested that &#x201C;solitude expresses the glory of being alone.&#x201D; Evidence from psychology and consumer research has affirmed that consumers who are alone are not equivalent to lonely consumers. The former spend more time alone and prefer solitary or solo consumption. Because they voluntarily choose to be solo consumers, marketers should keep in mind that some consumers who enjoy solitude are not lonely (<xref ref-type="bibr" rid="B80">Wang et al., 2012</xref>). Thus, in terms of service provision, proactive service practices with these customers may not be suitable and may even result in refusal because they may enjoy their consumption process alone.</p>
</sec>
<sec id="S6.SS2">
<title>6.2. Lonely consumers who choose to spend money</title>
<p>Consumption behaviors have been deemed a useful means to mitigate CL (<xref ref-type="bibr" rid="B85">Yang et al., 2021</xref>). Accordingly, more products/services with specific social benefits (e.g., belongingness and affiliation) should be developed to cater to this segment. For these consumers, spending money is a way to achieve social connectedness while mitigating CL, but it is not the end of the story. Second, this review has indicated that experiential purchases precede material purchases in attempts to reduce CL. Thus, when marketers in service industries promote their offerings, more information on therapeutic experiences for CL should be taken into account. Third, firms should create an organizational climate that facilitates social interactions and contacts with customers. For example, service establishments (e.g., coffee shops, banks, and shopping malls) could design a hospitable experience to initiate these practices. By addressing consumers&#x2019; enjoyment of socializing and communicating with others, marketing activities can help them fulfill their social affiliation needs.</p>
</sec>
<sec id="S6.SS3">
<title>6.3. Lonely consumers who seek out social contacts</title>
<p>When firms encounter lonely consumers who seek out social contacts, the following practices are suggested. First, marketers should provide an ideal platform for them to initiate social contacts and facilitate a sense of belonging. Managerial practices that aim to facilitate social interactions should be adopted, such as customer participation strategies that engage lonely consumers in interactions to enhance social connectedness (<xref ref-type="bibr" rid="B43">Li et al., 2022</xref>). Second, firms should provide more avenues to interact with these consumers. Some mediums are designed to enhance social connectedness (e.g., social media and instant communication apps). Firms can capitalize on these online social resources to meet the social needs of lonely consumers. Moreover, marketing practices that aim to create and maintain positive connections with consumers should be developed and implemented to dispel CL, such as practices guided by the service climate and S-D logic. Value co-creation (co-design, co-producing, etc.) can also be a promising strategy to engage consumers in interactive activities. Third, it is worthwhile to consider whether social media alleviates CL as expected. Marketers should remain cognizant of the trade-off between the benefits facilitated by intelligent technologies and lonely consumers&#x2019; desire for in-person interactions. When service settings lack social stimulation and a lively atmosphere, CL occurs as a negative outcome.</p>
</sec>
<sec id="S6.SS4">
<title>6.4. Lonely consumers who choose sad passivity</title>
<p>Consumers who employ sad passivity (e.g., overeating and drinking alcohol) to counteract loneliness are more likely to be at risk for poorer psychological and physical health (<xref ref-type="bibr" rid="B3">Arpin et al., 2015</xref>). Therefore, QOL and consumer education programs (e.g., social skill training and social support networks) can be integrated into marketing practices. These practices cannot only satisfy these consumers&#x2019; social needs but also foster consolidated customer-firm relationships so that firms can benefit in the long run. Moreover, more practices aimed at enhancing belongingness should be implemented. Firms could develop consumer communities to establish relationships and identification among consumers, service providers, and other customers. Consumer communities have been considered a cost-effective marketing tactic to enhance consumer attachment while combating CL. In addition, social technologies could be adopted to supplement these consumers&#x2019; social resources. Social technologies (e.g., social robots) provide significant psychological benefits (e.g., companion, friendship, and social identity) to lonely consumers. They &#x201C;interact with humans in socially meaningful ways,&#x201D; helping these consumers deal with loneliness regularly and every day (<xref ref-type="bibr" rid="B54">Odekerken-Schr&#x00F6;der et al., 2020</xref>).</p>
</sec>
</sec>
<sec id="S7" sec-type="conclusion">
<title>7. Conclusion</title>
<p>The steadily increasing segment of lonely consumers is worthy of attention in its own right. However, no attempt has been made to provide a comprehensive picture of CL research. In this review, we demonstrate how CL, as an emerging research topic, has received increasing attention from academia and practice. By bringing together its disparate research findings and integrating the literature&#x2019;s extant knowledge on CL, this study not only facilitates future research by offering some promising avenues but also provides several practical implications. Nevertheless, this study is subject to several limitations. Although the development of the CL literature is at the beginning stage, we encourage future studies to employ more cutting-edging review research techniques to present a more precise science map, as recommended by <xref ref-type="bibr" rid="B16">Correa et al. (2022)</xref>. The restricted search keywords may have excluded some related works that were not directly related to CL. Future review studies should include additional studies that examine CL-related phenomena in more contexts. Moreover, this review emphasizes empirical evidence from CL research; thus, some insights from conceptual studies may not be fully articulated. By integrating some insightfully theoretical and anecdotal evidence, future studies could present a better understanding of the growing CL phenomenon.</p>
</sec>
<sec id="S8" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S9" sec-type="author-contributions">
<title>Author contributions</title>
<p>Both authors contributed equally to the work and approved it for publication.</p>
</sec>
</body>
<back>
<sec id="S10" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Science and Technology Research Project of Hubei Provincial Department of Education (Major Project, Grant number: D20211902; Talent Project, Grant number: Q20211901), the Action Plan Project of Science and Technology Support for University Serving Rural Revitalization of Hubei Provincial Department of Education (Grant number: BXLBX0595), the On-campus Development Projects for High-level Scientific Research Achievements of Hubei Minzu University in 2022 (Grant number: PY22013), and the Social Science Research Project of the Ministry of Culture and Tourism of China in 2022 (Grant number: 22DY27).</p>
</sec>
<sec id="S11" 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="S12" 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>Altinay</surname> <given-names>L.</given-names></name> <name><surname>Song</surname> <given-names>H.</given-names></name> <name><surname>Madanoglu</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>X. L.</given-names></name></person-group> (<year>2019</year>). <article-title>The influence of customer-to-customer interactions on elderly consumers&#x2019; satisfaction and social well-being.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>78</volume> <fpage>223</fpage>&#x2013;<lpage>233</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2018.09.005</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aria</surname> <given-names>M.</given-names></name> <name><surname>Cuccurullo</surname> <given-names>C.</given-names></name></person-group> (<year>2017</year>). <article-title>bibliometrix: An R-tool for comprehensive science mapping analysis.</article-title> <source><italic>J. Inform.</italic></source> <volume>11</volume> <fpage>959</fpage>&#x2013;<lpage>975</lpage>. <pub-id pub-id-type="doi">10.1016/j.joi.2017.08.007</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arpin</surname> <given-names>S. N.</given-names></name> <name><surname>Mohr</surname> <given-names>C. D.</given-names></name> <name><surname>Brannan</surname> <given-names>D.</given-names></name></person-group> (<year>2015</year>). <article-title>Having friends and feeling lonely: A daily process examination of transient loneliness. Socialization, and drinking behavior.</article-title> <source><italic>Pers. Soc. Psychol. Bull.</italic></source> <volume>41</volume> <fpage>615</fpage>&#x2013;<lpage>628</lpage>. <pub-id pub-id-type="doi">10.1177/0146167215569722</pub-id> <pub-id pub-id-type="pmid">25758705</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Atalay</surname> <given-names>A. S.</given-names></name> <name><surname>Meloy</surname> <given-names>M. G.</given-names></name></person-group> (<year>2011</year>). <article-title>Retail therapy: A strategic effort to improve mood.</article-title> <source><italic>Psychol. Mark.</italic></source> <volume>28</volume> <fpage>638</fpage>&#x2013;<lpage>659</lpage>. <pub-id pub-id-type="doi">10.1002/mar.20404</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baumeister</surname> <given-names>R. F.</given-names></name> <name><surname>Leary</surname> <given-names>M. R.</given-names></name></person-group> (<year>1995</year>). <article-title>The need to belong: Desire for interpersonal attachments as a fundamental human motivation.</article-title> <source><italic>Psychol. Bull.</italic></source> <volume>117</volume>:<issue>497</issue>. <pub-id pub-id-type="doi">10.1037/0033-2909.117.3.497</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berezan</surname> <given-names>O.</given-names></name> <name><surname>Krishen</surname> <given-names>A. S.</given-names></name> <name><surname>Agarwal</surname> <given-names>S.</given-names></name> <name><surname>Kachroo</surname> <given-names>P.</given-names></name></person-group> (<year>2020</year>). <article-title>Exploring loneliness and social networking: Recipes for hedonic well-being on facebook.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>115</volume> <fpage>258</fpage>&#x2013;<lpage>265</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2019.11.009</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cacioppo</surname> <given-names>J. T.</given-names></name> <name><surname>Cacioppo</surname> <given-names>S.</given-names></name></person-group> (<year>2018</year>). <article-title>The growing problem of loneliness.</article-title> <source><italic>Lancet</italic></source> <volume>391</volume>:<issue>426</issue>. <pub-id pub-id-type="doi">10.1016/S0140-6736(18)30142-9</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cacioppo</surname> <given-names>J. T.</given-names></name> <name><surname>Cacioppo</surname> <given-names>S.</given-names></name> <name><surname>Boomsma</surname> <given-names>D. I.</given-names></name></person-group> (<year>2014</year>). <article-title>Evolutionary mechanisms for loneliness.</article-title> <source><italic>Cogn. Emot.</italic></source> <volume>28</volume> <fpage>3</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1080/02699931.2013.837379</pub-id> <pub-id pub-id-type="pmid">24067110</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cacioppo</surname> <given-names>J. T.</given-names></name> <name><surname>Hawkley</surname> <given-names>L. C.</given-names></name> <name><surname>Ernst</surname> <given-names>J. M.</given-names></name> <name><surname>Burleson</surname> <given-names>M.</given-names></name> <name><surname>Berntson</surname> <given-names>G. G.</given-names></name> <name><surname>Nouriani</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2006</year>). <article-title>Loneliness within a nomological net: An evolutionary perspective.</article-title> <source><italic>J. Res. Pers.</italic></source> <volume>40</volume> <fpage>1054</fpage>&#x2013;<lpage>1085</lpage>. <pub-id pub-id-type="doi">10.1016/j.jrp.2005.11.007</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cauberghe</surname> <given-names>V.</given-names></name> <name><surname>Van Wesenbeeck</surname> <given-names>I.</given-names></name> <name><surname>De Jans</surname> <given-names>S.</given-names></name> <name><surname>Hudders</surname> <given-names>L.</given-names></name> <name><surname>Ponnet</surname> <given-names>K.</given-names></name></person-group> (<year>2021</year>). <article-title>How adolescents use social media to cope with feelings of loneliness and anxiety during Covid-19 lockdown.</article-title> <source><italic>Cyberpsychol. Behav. Soc. Netw.</italic></source> <volume>24</volume> <fpage>250</fpage>&#x2013;<lpage>257</lpage>. <pub-id pub-id-type="doi">10.1089/cyber.2020.0478</pub-id> <pub-id pub-id-type="pmid">33185488</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ceyhan</surname> <given-names>A. A.</given-names></name> <name><surname>Ceyhan</surname> <given-names>E.</given-names></name></person-group> (<year>2008</year>). <article-title>Loneliness, depression, and computer self-efficacy as predictors of problematic internet use.</article-title> <source><italic>Cyberpsychol. Behav.</italic></source> <volume>11</volume> <fpage>699</fpage>&#x2013;<lpage>701</lpage>. <pub-id pub-id-type="doi">10.1089/cpb.2007.0255</pub-id> <pub-id pub-id-type="pmid">19072150</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>N.</given-names></name> <name><surname>Jiao</surname> <given-names>J.</given-names></name> <name><surname>Fan</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>The shape of loneliness: The relationship between loneliness and consumer preference for angular versus circular shapes.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>136</volume> <fpage>612</fpage>&#x2013;<lpage>629</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2021.07.046</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>R. P.</given-names></name> <name><surname>Wan</surname> <given-names>E. W.</given-names></name> <name><surname>Levy</surname> <given-names>E.</given-names></name></person-group> (<year>2017</year>). <article-title>The effect of social exclusion on consumer preference for anthropomorphized brands.</article-title> <source><italic>J. Consum. Psychol.</italic></source> <volume>27</volume> <fpage>23</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcps.2016.05.004</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chopik</surname> <given-names>W. J.</given-names></name></person-group> (<year>2016</year>). <article-title>The benefits of social technology use among older adults are mediated by reduced loneliness.</article-title> <source><italic>Cyberpsychol. Behav. Soc. Netw.</italic></source> <volume>19</volume> <fpage>551</fpage>&#x2013;<lpage>556</lpage>. <pub-id pub-id-type="doi">10.1089/cyber.2016.0151</pub-id> <pub-id pub-id-type="pmid">27541746</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Correa</surname> <given-names>J. C.</given-names></name> <name><surname>Garz&#x00F3;n</surname> <given-names>W.</given-names></name> <name><surname>Brooker</surname> <given-names>P.</given-names></name> <name><surname>Sakarkar</surname> <given-names>G.</given-names></name> <name><surname>Carranza</surname> <given-names>S. A.</given-names></name> <name><surname>Yunado</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Evaluation of collaborative consumption of food delivery services through web mining techniques.</article-title> <source><italic>J. Retail. Consum. Serv.</italic></source> <volume>46</volume> <fpage>45</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1016/j.jretconser.2018.05.002</pub-id> <pub-id pub-id-type="pmid">31193950</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Correa</surname> <given-names>J. C.</given-names></name> <name><surname>Laverde-Rojas</surname> <given-names>H.</given-names></name> <name><surname>Tejada</surname> <given-names>J.</given-names></name> <name><surname>Marmolejo-Ramos</surname> <given-names>F.</given-names></name></person-group> (<year>2022</year>). <article-title>The Sci-Hub effect on papers&#x2019; citations.</article-title> <source><italic>Scientometrics</italic></source> <volume>127</volume> <fpage>99</fpage>&#x2013;<lpage>126</lpage>. <pub-id pub-id-type="doi">10.1007/s11192-020-03806-w</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dalman</surname> <given-names>M. D.</given-names></name> <name><surname>Agarwal</surname> <given-names>M. K.</given-names></name> <name><surname>Min</surname> <given-names>J.</given-names></name></person-group> (<year>2021</year>). <article-title>Impact of brand anthropomorphism on ethical judgment: The roles of failure type and loneliness.</article-title> <source><italic>Eur. J. Mark.</italic></source> <volume>55</volume> <fpage>2917</fpage>&#x2013;<lpage>2944</lpage>. <pub-id pub-id-type="doi">10.1108/EJM-10-2019-0788</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denyer</surname> <given-names>D.</given-names></name> <name><surname>Tranfield</surname> <given-names>D.</given-names></name></person-group> (<year>2009</year>). &#x201C;<article-title>Producing a systematic review</article-title>,&#x201D; in <source><italic>The sage handbook of organizational research methods</italic></source>, <role>eds</role> <person-group person-group-type="editor"><name><surname>Buchanan</surname> <given-names>D.</given-names></name> <name><surname>Bryman</surname> <given-names>A.</given-names></name></person-group> (<publisher-loc>Thousand Oaks, CA</publisher-loc>: <publisher-name>Sage Publications Ltd</publisher-name>), <fpage>671</fpage>&#x2013;<lpage>689</lpage>.</citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>DiTommaso</surname> <given-names>E.</given-names></name> <name><surname>Spinner</surname> <given-names>B.</given-names></name></person-group> (<year>1997</year>). <article-title>Social and emotional loneliness: A re-examination of weiss&#x2019; typology of loneliness.</article-title> <source><italic>Pers. Individ. Dif.</italic></source> <volume>22</volume> <fpage>417</fpage>&#x2013;<lpage>427</lpage>. <pub-id pub-id-type="doi">10.1016/S0191-8869(96)00204-8</pub-id> <pub-id pub-id-type="pmid">6737214</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Doan</surname> <given-names>S. N.</given-names></name> <name><surname>Xie</surname> <given-names>B.</given-names></name> <name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Lei</surname> <given-names>X.</given-names></name> <name><surname>Reynolds</surname> <given-names>K. D.</given-names></name></person-group> (<year>2022</year>). <article-title>Loneliness and cravings for sugar-sweetened beverages among adolescents.</article-title> <source><italic>Pediatr. Obes.</italic></source> <volume>17</volume>:<issue>e12834</issue>. <pub-id pub-id-type="doi">10.1111/ijpo.12834</pub-id> <pub-id pub-id-type="pmid">34227251</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Farmaki</surname> <given-names>A.</given-names></name> <name><surname>Stergiou</surname> <given-names>D. P.</given-names></name></person-group> (<year>2019</year>). <article-title>Escaping loneliness through Airbnb host-guest interactions.</article-title> <source><italic>Tour. Manag.</italic></source> <volume>74</volume> <fpage>331</fpage>&#x2013;<lpage>333</lpage>. <pub-id pub-id-type="doi">10.1016/j.tourman.2019.04.006</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Forman</surname> <given-names>A. M.</given-names></name> <name><surname>Sriram</surname> <given-names>V.</given-names></name></person-group> (<year>1991</year>). <article-title>The depersonalization of retailing: Its impact on the &#x201C;lonely&#x201D; consumer.</article-title> <source><italic>J. Retail.</italic></source> <volume>67</volume> <fpage>226</fpage>&#x2013;<lpage>243</lpage>.</citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fumagalli</surname> <given-names>E.</given-names></name> <name><surname>Shrum</surname> <given-names>L. J.</given-names></name> <name><surname>Lowrey</surname> <given-names>T. M.</given-names></name></person-group> (<year>2022</year>). <article-title>Consuming in response to loneliness: Bright side and dark side effects.</article-title> <source><italic>Curr. Opin. Psychol.</italic></source> <volume>46</volume>:<issue>101329</issue>. <pub-id pub-id-type="doi">10.1016/j.copsyc.2022.101329</pub-id> <pub-id pub-id-type="pmid">35339976</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gentina</surname> <given-names>E.</given-names></name> <name><surname>Shrum</surname> <given-names>L. J.</given-names></name> <name><surname>Lowrey</surname> <given-names>T. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Coping with loneliness through materialism: Strategies matter for adolescent development of unethical behaviors.</article-title> <source><italic>J. Bus. Ethics</italic></source> <volume>152</volume> <fpage>103</fpage>&#x2013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.1007/s10551-016-3329-x</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gierveld</surname> <given-names>J. D. J.</given-names></name> <name><surname>Tilburg</surname> <given-names>T. V.</given-names></name></person-group> (<year>2006</year>). <article-title>A 6-item scale for overall, emotional, and social loneliness: Confirmatory tests on survey data.</article-title> <source><italic>Res. Aging</italic></source> <volume>28</volume> <fpage>582</fpage>&#x2013;<lpage>598</lpage>. <pub-id pub-id-type="doi">10.1177/0164027506289723</pub-id> <pub-id pub-id-type="pmid">18365511</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grigoropoulos</surname> <given-names>I.</given-names></name> <name><surname>Daoultzis</surname> <given-names>K. C.</given-names></name></person-group> (<year>2022</year>). <article-title>Adverse effects from the imposition of social restrictions in Greece: The indirect effect of Covid-19-related fear on alcohol consumption through loneliness.</article-title> <source><italic>Trends Psychol.</italic></source> <volume>30</volume> <fpage>706</fpage>&#x2013;<lpage>717</lpage>. <pub-id pub-id-type="doi">10.1007/s43076-022-00159-6</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hadi</surname> <given-names>R.</given-names></name> <name><surname>Valenzuela</surname> <given-names>A.</given-names></name></person-group> (<year>2014</year>). <article-title>A meaningful embrace: Contingent effects of embodied cues of affection.</article-title> <source><italic>J. Consum. Psychol.</italic></source> <volume>24</volume> <fpage>520</fpage>&#x2013;<lpage>532</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcps.2014.02.001</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Han</surname> <given-names>D. D.</given-names></name> <name><surname>Bergs</surname> <given-names>Y.</given-names></name> <name><surname>Moorhouse</surname> <given-names>N.</given-names></name></person-group> (<year>2022</year>). <article-title>Virtual reality consumer experience escapes: Preparing for the metaverse.</article-title> <source><italic>Virtual Real.</italic></source> <volume>26</volume> <fpage>1443</fpage>&#x2013;<lpage>1458</lpage>. <pub-id pub-id-type="doi">10.1007/s10055-022-00641-7</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hawkley</surname> <given-names>L. C.</given-names></name> <name><surname>Cacioppo</surname> <given-names>J. T.</given-names></name></person-group> (<year>2010</year>). <article-title>Loneliness matters: A theoretical and empirical review of consequences and mechanisms.</article-title> <source><italic>Ann. Behav. Med.</italic></source> <volume>40</volume> <fpage>218</fpage>&#x2013;<lpage>227</lpage>. <pub-id pub-id-type="doi">10.1007/s12160-010-9210-8</pub-id> <pub-id pub-id-type="pmid">20652462</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heinrich</surname> <given-names>L. M.</given-names></name> <name><surname>Gullone</surname> <given-names>E.</given-names></name></person-group> (<year>2006</year>). <article-title>The clinical significance of loneliness: A literature review.</article-title> <source><italic>Clin. Psychol. Rev.</italic></source> <volume>26</volume> <fpage>695</fpage>&#x2013;<lpage>718</lpage>. <pub-id pub-id-type="doi">10.1016/j.cpr.2006.04.002</pub-id> <pub-id pub-id-type="pmid">16952717</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Henkel</surname> <given-names>A. P.</given-names></name> <name><surname>&#x00C8;ai&#x00E6;</surname> <given-names>M.</given-names></name> <name><surname>Blaurock</surname> <given-names>M.</given-names></name> <name><surname>Okan</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Robotic transformative service research: Deploying social robots for consumer well-being during COVID-19 and beyond.</article-title> <source><italic>J. Serv. Manag.</italic></source> <volume>31</volume> <fpage>1131</fpage>&#x2013;<lpage>1148</lpage>. <pub-id pub-id-type="doi">10.1108/JOSM-05-2020-0145</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Her</surname> <given-names>E.</given-names></name> <name><surname>Seo</surname> <given-names>S.</given-names></name></person-group> (<year>2018</year>). <article-title>Why not eat alone? The effect of other consumers on solo dining intentions and the mechanism.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>70</volume> <fpage>16</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2017.10.019</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hu</surname> <given-names>H.</given-names></name> <name><surname>Jasper</surname> <given-names>C. R.</given-names></name></person-group> (<year>2006</year>). <article-title>Social cues in the store environment and their impact on store image.</article-title> <source><italic>Int. J. Retail Distrib. Manag.</italic></source> <volume>34</volume> <fpage>25</fpage>&#x2013;<lpage>48</lpage>. <pub-id pub-id-type="doi">10.1108/09590550610642800</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hughes</surname> <given-names>M. E.</given-names></name> <name><surname>Waite</surname> <given-names>L. J.</given-names></name> <name><surname>Hawkley</surname> <given-names>L. C.</given-names></name> <name><surname>Cacioppo</surname> <given-names>J. T.</given-names></name></person-group> (<year>2004</year>). <article-title>A short scale for measuring loneliness in large surveys: Results from two population-based studies.</article-title> <source><italic>Res. Aging</italic></source> <volume>26</volume> <fpage>655</fpage>&#x2013;<lpage>672</lpage>. <pub-id pub-id-type="doi">10.1177/0164027504268574</pub-id> <pub-id pub-id-type="pmid">18504506</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiao</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name></person-group> (<year>2018</year>). <article-title>Can lonely people behave morally? The joint influence of loneliness and empathy on moral identity.</article-title> <source><italic>J. Consum. Psychol.</italic></source> <volume>28</volume> <fpage>597</fpage>&#x2013;<lpage>611</lpage>. <pub-id pub-id-type="doi">10.1002/jcpy.1040</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>D.</given-names></name> <name><surname>Jang</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Therapeutic benefits of dining out, traveling, and drinking: Coping strategies for lonely consumers to improve their mood.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>67</volume> <fpage>106</fpage>&#x2013;<lpage>114</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2017.08.013</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Yang</surname> <given-names>H.</given-names></name></person-group> (<year>2019</year>). <article-title>Loneliness and the use of social media to follow celebrities: A moderating role of social presence.</article-title> <source><italic>Soc. Sci. J.</italic></source> <volume>56</volume> <fpage>21</fpage>&#x2013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1016/j.soscij.2018.12.007</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>Y.-K.</given-names></name> <name><surname>Kang</surname> <given-names>J.</given-names></name> <name><surname>Kim</surname> <given-names>M.</given-names></name></person-group> (<year>2005</year>). <article-title>The relationships among family and social interaction, loneliness, mall shopping motivation, and mall spending of older consumers.</article-title> <source><italic>Psychol. Mark.</italic></source> <volume>22</volume> <fpage>995</fpage>&#x2013;<lpage>1015</lpage>. <pub-id pub-id-type="doi">10.1002/mar.20095</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kloutsiniotis</surname> <given-names>P. V.</given-names></name> <name><surname>Mihail</surname> <given-names>D. M.</given-names></name> <name><surname>Mylonas</surname> <given-names>N.</given-names></name> <name><surname>Pateli</surname> <given-names>A.</given-names></name></person-group> (<year>2022</year>). <article-title>Transformational leadership.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>102</volume>:<issue>103177</issue>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2022.103177</pub-id> <pub-id pub-id-type="pmid">35079194</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lastovicka</surname> <given-names>J. L.</given-names></name> <name><surname>Sirianni</surname> <given-names>N. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Truly, madly, deeply: Consumers in the throes of material possession love.</article-title> <source><italic>J. Consum. Res.</italic></source> <volume>38</volume> <fpage>323</fpage>&#x2013;<lpage>342</lpage>. <pub-id pub-id-type="doi">10.1086/658338</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>K. H.</given-names></name> <name><surname>Hyun</surname> <given-names>S. S.</given-names></name></person-group> (<year>2015</year>). <article-title>A model of behavioral intentions to follow online travel advice based on social and emotional loneliness scales in the context of online travel communities: The moderating role of emotional expressivity.</article-title> <source><italic>Tour. Manag.</italic></source> <volume>48</volume> <fpage>426</fpage>&#x2013;<lpage>438</lpage>. <pub-id pub-id-type="doi">10.1016/j.tourman.2014.12.012</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>M.</given-names></name> <name><surname>Huang</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>Contactless but loyal customers: The roles of anxiety and sociability in the hotel service context.</article-title> <source><italic>J. Retail. Consum. Serv.</italic></source> <volume>66</volume>:<issue>102910</issue>. <pub-id pub-id-type="doi">10.1016/j.jretconser.2022.102910</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>M.</given-names></name> <name><surname>Huang</surname> <given-names>S.</given-names></name> <name><surname>Deng</surname> <given-names>A.</given-names></name> <name><surname>Bai</surname> <given-names>B.</given-names></name> <name><surname>Zhou</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>From service-dominant orientation to positive customer outcomes: A self-determination model in the custom travel service context.</article-title> <source><italic>Int. J. Contemp. Hosp. Manag.</italic></source> <volume>34</volume> <fpage>299</fpage>&#x2013;<lpage>320</lpage>. <pub-id pub-id-type="doi">10.1108/IJCHM-05-2021-0563</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname> <given-names>C. M.</given-names></name> <name><surname>Kim</surname> <given-names>Y.-K.</given-names></name></person-group> (<year>2011</year>). <article-title>Older consumers&#x2019; tv home shopping: Loneliness, parasocial interaction, and perceived convenience.</article-title> <source><italic>Psychol. Mark.</italic></source> <volume>28</volume> <fpage>763</fpage>&#x2013;<lpage>780</lpage>. <pub-id pub-id-type="doi">10.1002/mar.20411</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>F.</given-names></name> <name><surname>Wei</surname> <given-names>H.</given-names></name> <name><surname>Zhu</surname> <given-names>Z.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name></person-group> (<year>2022</year>). <article-title>Warmth or competence: Brand anthropomorphism, social exclusion, and advertisement effectiveness.</article-title> <source><italic>J. Retail. Consum. Serv.</italic></source> <volume>67</volume>:<issue>103025</issue>. <pub-id pub-id-type="doi">10.1016/j.jretconser.2022.103025</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Guo</surname> <given-names>Z.</given-names></name> <name><surname>Chen</surname> <given-names>R.</given-names></name></person-group> (<year>2020</year>). <article-title>Lonely heart? Warm it up with love: The effect of loneliness on singles&#x2019; and non-singles&#x2019; conspicuous consumption.</article-title> <source><italic>Eur. J. Mark.</italic></source> <volume>54</volume> <fpage>1523</fpage>&#x2013;<lpage>1548</lpage>. <pub-id pub-id-type="doi">10.1108/EJM-01-2018-0054</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Loh</surname> <given-names>H. S.</given-names></name> <name><surname>Gaur</surname> <given-names>S. S.</given-names></name> <name><surname>Sharma</surname> <given-names>P.</given-names></name></person-group> (<year>2021</year>). <article-title>Demystifying the link between emotional loneliness and brand loyalty: Mediating roles of nostalgia, materialism, and self-brand connections.</article-title> <source><italic>Psychol. Mark.</italic></source> <volume>38</volume> <fpage>537</fpage>&#x2013;<lpage>552</lpage>. <pub-id pub-id-type="doi">10.1002/mar.21452</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lykes</surname> <given-names>V. A.</given-names></name> <name><surname>Kemmelmeier</surname> <given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>What predicts loneliness? Cultural difference between individualistic and collectivistic societies in Europe.</article-title> <source><italic>J. Cross Cult. Psychol.</italic></source> <volume>45</volume> <fpage>468</fpage>&#x2013;<lpage>490</lpage>. <pub-id pub-id-type="doi">10.1177/0022022113509881</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mandel</surname> <given-names>N.</given-names></name> <name><surname>Rucker</surname> <given-names>D. D.</given-names></name> <name><surname>Levav</surname> <given-names>J.</given-names></name> <name><surname>Galinsky</surname> <given-names>A. D.</given-names></name></person-group> (<year>2017</year>). <article-title>The compensatory consumer behavior model: How self-discrepancies drive consumer behavior.</article-title> <source><italic>J. Consum. Psychol.</italic></source> <volume>27</volume> <fpage>133</fpage>&#x2013;<lpage>146</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcps.2016.05.003</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matook</surname> <given-names>S.</given-names></name> <name><surname>Cummings</surname> <given-names>J.</given-names></name> <name><surname>Bala</surname> <given-names>H.</given-names></name></person-group> (<year>2015</year>). <article-title>Are you feeling lonely? The impact of relationship characteristics and online social network Features on loneliness.</article-title> <source><italic>J. Manag. Inform. Syst.</italic></source> <volume>31</volume> <fpage>278</fpage>&#x2013;<lpage>310</lpage>. <pub-id pub-id-type="doi">10.1080/07421222.2014.1001282</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mead</surname> <given-names>N. L.</given-names></name> <name><surname>Baumeister</surname> <given-names>R. F.</given-names></name> <name><surname>Stillman</surname> <given-names>T. F.</given-names></name> <name><surname>Rawn</surname> <given-names>C. D.</given-names></name> <name><surname>Vohs</surname> <given-names>K. D.</given-names></name></person-group> (<year>2010</year>). <article-title>Social exclusion causes people to spend and consume strategically in the service of affiliation.</article-title> <source><italic>J. Consum. Res.</italic></source> <volume>37</volume> <fpage>902</fpage>&#x2013;<lpage>919</lpage>. <pub-id pub-id-type="doi">10.1086/656667</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mittal</surname> <given-names>S.</given-names></name> <name><surname>Silvera</surname> <given-names>D. H.</given-names></name></person-group> (<year>2018</year>). <article-title>Never truly alone, we always have our purchases: Loneliness and sex as predictors of purchase attachment and future purchase intentions.</article-title> <source><italic>J. Consum. Behav.</italic></source> <volume>17</volume> <fpage>e67</fpage>&#x2013;<lpage>e77</lpage>. <pub-id pub-id-type="doi">10.1002/cb.1686</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nicholls</surname> <given-names>R.</given-names></name> <name><surname>Gad Mohsen</surname> <given-names>M.</given-names></name></person-group> (<year>2015</year>). <article-title>Other customer age: Exploring customer age-difference related CCI.</article-title> <source><italic>J. Serv. Mark.</italic></source> <volume>29</volume> <fpage>255</fpage>&#x2013;<lpage>267</lpage>. <pub-id pub-id-type="doi">10.1108/JSM-04-2014-0144</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Odekerken-Schr&#x00F6;der</surname> <given-names>G.</given-names></name> <name><surname>Mele</surname> <given-names>C.</given-names></name> <name><surname>Russo-Spena</surname> <given-names>T.</given-names></name> <name><surname>Mahr</surname> <given-names>D.</given-names></name> <name><surname>Ruggiero</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Mitigating loneliness with companion robots in the COVID-19 pandemic and beyond:An integrative framework and research agenda.</article-title> <source><italic>J. Serv. Manag.</italic></source> <volume>31</volume> <fpage>1149</fpage>&#x2013;<lpage>1162</lpage>. <pub-id pub-id-type="doi">10.1108/JOSM-05-2020-0148</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pade</surname> <given-names>R.</given-names></name> <name><surname>Feurer</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>The mitigating role of nostalgia for consumer price unfairness perceptions in response to disadvantageous personalized pricing.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>145</volume> <fpage>277</fpage>&#x2013;<lpage>287</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2022.02.057</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pagan</surname> <given-names>R.</given-names></name></person-group> (<year>2020</year>). <article-title>How important are holiday trips in preventing loneliness? Evidence for people without and with self-reported moderate and severe disabilities.</article-title> <source><italic>Curr. Issues Tour.</italic></source> <volume>23</volume> <fpage>1394</fpage>&#x2013;<lpage>1406</lpage>. <pub-id pub-id-type="doi">10.1080/13683500.2019.1619675</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pettigrew</surname> <given-names>S.</given-names></name></person-group> (<year>2007</year>). <article-title>Reducing the experience of loneliness among older consumers.</article-title> <source><italic>J. Res. Consum.</italic></source> <volume>22</volume> <fpage>306</fpage>&#x2013;<lpage>312</lpage>. <pub-id pub-id-type="doi">10.1108/07363760510623894</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pieters</surname> <given-names>R.</given-names></name></person-group> (<year>2013</year>). <article-title>Bidirectional dynamics of materialism and loneliness: Not just a vicious cycle.</article-title> <source><italic>J. Consum. Res.</italic></source> <volume>40</volume> <fpage>615</fpage>&#x2013;<lpage>631</lpage>. <pub-id pub-id-type="doi">10.1086/671564</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pittman</surname> <given-names>M.</given-names></name> <name><surname>Reich</surname> <given-names>B.</given-names></name></person-group> (<year>2016</year>). <article-title>Social media and loneliness: Why an instagram picture may be worth more than a thousand twitter words.</article-title> <source><italic>Comput. Hum. Behav.</italic></source> <volume>62</volume> <fpage>155</fpage>&#x2013;<lpage>167</lpage>. <pub-id pub-id-type="doi">10.1016/j.chb.2016.03.084</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Poupis</surname> <given-names>L.</given-names></name> <name><surname>Rubin</surname> <given-names>D.</given-names></name> <name><surname>Lteif</surname> <given-names>L.</given-names></name></person-group> (<year>2021</year>). <article-title>Turn up the volume if you&#x2019;re feeling lonely: The effect of mobile application sound on consumer outcomes.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>126</volume> <fpage>263</fpage>&#x2013;<lpage>278</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2020.12.062</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reid</surname> <given-names>D. J.</given-names></name> <name><surname>Reid</surname> <given-names>F. J. M.</given-names></name></person-group> (<year>2007</year>). <article-title>Text or talk? Social anxiety, loneliness, and divergent preferences for cell phone use.</article-title> <source><italic>Cyberpsychol. Behav.</italic></source> <volume>10</volume> <fpage>424</fpage>&#x2013;<lpage>435</lpage>. <pub-id pub-id-type="doi">10.1089/cpb.2006.9936</pub-id> <pub-id pub-id-type="pmid">17594267</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ripp&#x00E9;</surname> <given-names>C. B.</given-names></name> <name><surname>Smith</surname> <given-names>B.</given-names></name> <name><surname>Dubinsky</surname> <given-names>A. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Lonely consumers and their friend the retail salesperson.</article-title> <source><italic>J. Bus. Res.</italic></source> <volume>92</volume> <fpage>131</fpage>&#x2013;<lpage>141</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbusres.2018.07.013</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ripp&#x00E9;</surname> <given-names>C. B.</given-names></name> <name><surname>Smith</surname> <given-names>B.</given-names></name> <name><surname>Weisfeld-Spolter</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>The connection of attachment and self-gifting for the disconnection of loneliness across cultures.</article-title> <source><italic>Int. J. Consum. Stud.</italic></source> <volume>46</volume> <fpage>1451</fpage>&#x2013;<lpage>1467</lpage>. <pub-id pub-id-type="doi">10.1111/ijcs.12771</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rokach</surname> <given-names>A.</given-names></name> <name><surname>Neto</surname> <given-names>F.</given-names></name></person-group> (<year>2005</year>). <article-title>Age, culture, and the antecedents of loneliness.</article-title> <source><italic>Soc. Behav. Pers.</italic></source> <volume>33</volume> <fpage>477</fpage>&#x2013;<lpage>494</lpage>. <pub-id pub-id-type="doi">10.2224/sbp.2005.33.5.477</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Russell</surname> <given-names>D. W.</given-names></name></person-group> (<year>1996</year>). <article-title>UCLA loneliness scale (Version 3): Reliability, validity, and factor structure.</article-title> <source><italic>J. Pers. Assess.</italic></source> <volume>66</volume> <fpage>20</fpage>&#x2013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1207/s15327752jpa6601_2</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salimi</surname> <given-names>A.</given-names></name></person-group> (<year>2011</year>). <article-title>Social-emotional loneliness and life satisfaction.</article-title> <source><italic>Procedia Soc. Behav. Sci.</italic></source> <volume>29</volume> <fpage>292</fpage>&#x2013;<lpage>295</lpage>. <pub-id pub-id-type="doi">10.1016/j.sbspro.2011.11.241</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seligman</surname> <given-names>M. E.</given-names></name></person-group> (<year>2004</year>). <source><italic>Authentic happiness: Using the new positive psychology to realize your potential for lasting fulfillment.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Simon and Schuster</publisher-name>.</citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sinha</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name></person-group> (<year>2013</year>). <article-title>How time horizon perceptions and relationship deficits affect impulsive consumption.</article-title> <source><italic>J. Mark. Res.</italic></source> <volume>50</volume> <fpage>590</fpage>&#x2013;<lpage>605</lpage>. <pub-id pub-id-type="doi">10.1177/002224371305000503</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sirgy</surname> <given-names>M. J.</given-names></name> <name><surname>Lee</surname> <given-names>D.-J.</given-names></name> <name><surname>Rahtz</surname> <given-names>D.</given-names></name></person-group> (<year>2007</year>). <article-title>Research on consumer well-being (CWB): Overview of the field and introduction to the special issue.</article-title> <source><italic>J. Macromark.</italic></source> <volume>27</volume> <fpage>341</fpage>&#x2013;<lpage>349</lpage>. <pub-id pub-id-type="doi">10.1177/0276146707307212</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sirola</surname> <given-names>A.</given-names></name> <name><surname>Kaakinen</surname> <given-names>M.</given-names></name> <name><surname>Savolainen</surname> <given-names>I.</given-names></name> <name><surname>Oksanen</surname> <given-names>A.</given-names></name></person-group> (<year>2019</year>). <article-title>Loneliness and online gambling-community participation of young social media users.</article-title> <source><italic>Comput. Hum. Behav.</italic></source> <volume>95</volume> <fpage>136</fpage>&#x2013;<lpage>145</lpage>. <pub-id pub-id-type="doi">10.1016/j.chb.2019.01.023</pub-id> <pub-id pub-id-type="pmid">33657132</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname> <given-names>B.</given-names></name> <name><surname>Ripp&#x00E9;</surname> <given-names>C. B.</given-names></name> <name><surname>Dubinsky</surname> <given-names>A. J.</given-names></name></person-group> (<year>2018</year>). <article-title>India&#x2019;s lonely and isolated consumers shopping for an in-store social experience.</article-title> <source><italic>Mark. Intell. Plan.</italic></source> <volume>36</volume> <fpage>722</fpage>&#x2013;<lpage>736</lpage>. <pub-id pub-id-type="doi">10.1108/MIP-12-2017-0338</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>H.</given-names></name> <name><surname>Altinay</surname> <given-names>L.</given-names></name> <name><surname>Sun</surname> <given-names>N.</given-names></name> <name><surname>Wang</surname> <given-names>X. L.</given-names></name></person-group> (<year>2018</year>). <article-title>The influence of social interactions on senior customers&#x2019; experiences and loneliness.</article-title> <source><italic>Int. J. Contemp. Hosp. Manag.</italic></source> <volume>30</volume> <fpage>2773</fpage>&#x2013;<lpage>2790</lpage>. <pub-id pub-id-type="doi">10.1108/IJCHM-07-2017-0442</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>H.</given-names></name> <name><surname>Zmyslinski-Seelig</surname> <given-names>A.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Drent</surname> <given-names>A.</given-names></name> <name><surname>Victor</surname> <given-names>A.</given-names></name> <name><surname>Omori</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Does facebook make you lonely?: A meta analysis.</article-title> <source><italic>Comput. Hum. Behav.</italic></source> <volume>36</volume> <fpage>446</fpage>&#x2013;<lpage>452</lpage>. <pub-id pub-id-type="doi">10.1016/j.chb.2014.04.011</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sullivan</surname> <given-names>M. O.</given-names></name> <name><surname>Richardson</surname> <given-names>B.</given-names></name></person-group> (<year>2020</year>). <article-title>Close knit: Using consumption communities to overcome loneliness.</article-title> <source><italic>Eur. J. Mark.</italic></source> <volume>54</volume> <fpage>2825</fpage>&#x2013;<lpage>2848</lpage>. <pub-id pub-id-type="doi">10.1108/EJM-02-2019-0145</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tan</surname> <given-names>W.-K.</given-names></name> <name><surname>Lu</surname> <given-names>K.-J.</given-names></name></person-group> (<year>2019</year>). <article-title>Smartphone use at tourist destinations: Interaction with social loneliness, aesthetic scope, leisure boredom, and trip satisfaction.</article-title> <source><italic>Telemat. Inform.</italic></source> <volume>39</volume> <fpage>64</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1016/j.tele.2019.01.004</pub-id></citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Teichert</surname> <given-names>T.</given-names></name> <name><surname>Rezaei</surname> <given-names>S.</given-names></name> <name><surname>Correa</surname> <given-names>J. C.</given-names></name></person-group> (<year>2020</year>). <article-title>Customers&#x2019; experiences of fast food delivery services: Uncovering the semantic core benefits, actual and augmented product by text mining.</article-title> <source><italic>Bri. Food J.</italic></source> <volume>122</volume> <fpage>3513</fpage>&#x2013;<lpage>3528</lpage>. <pub-id pub-id-type="doi">10.1108/BFJ-12-2019-0909</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Uram</surname> <given-names>P.</given-names></name> <name><surname>Skalski</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Still logged in? The link between facebook addiction, FoMO, self-esteem, life satisfaction and loneliness in social media users.</article-title> <source><italic>Psychol. Rep.</italic></source> <volume>125</volume> <fpage>218</fpage>&#x2013;<lpage>231</lpage>. <pub-id pub-id-type="doi">10.1177/0033294120980970</pub-id> <pub-id pub-id-type="pmid">33302798</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vargo</surname> <given-names>S. L.</given-names></name> <name><surname>Lusch</surname> <given-names>R. F.</given-names></name></person-group> (<year>2017</year>). <article-title>Service-dominant logic 2025.</article-title> <source><italic>Int. J. Res. Mark.</italic></source> <volume>34</volume> <fpage>46</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijresmar.2016.11.001</pub-id> <pub-id pub-id-type="pmid">35333183</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vizzoto</surname> <given-names>F.</given-names></name> <name><surname>Testa</surname> <given-names>F.</given-names></name> <name><surname>Iraldo</surname> <given-names>F.</given-names></name></person-group> (<year>2021</year>). <article-title>Strategies to reduce food waste in the foodservices sector: A systematic review.</article-title> <source><italic>Int. J. Hosp. Manag.</italic></source> <volume>95</volume>:<issue>102933</issue>. <pub-id pub-id-type="doi">10.1016/j.ijhm.2021.102933</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Zhu</surname> <given-names>R.</given-names></name> <name><surname>Shiv</surname> <given-names>B.</given-names></name></person-group> (<year>2012</year>). <article-title>The lonely consumer: Loner or conformer?</article-title> <source><italic>J. Consum. Res.</italic></source> <volume>38</volume> <fpage>1116</fpage>&#x2013;<lpage>1128</lpage>. <pub-id pub-id-type="doi">10.1086/661552</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Sun</surname> <given-names>Y.</given-names></name> <name><surname>Kramer</surname> <given-names>T.</given-names></name></person-group> (<year>2021</year>). <article-title>Ritualistic consumption decreases loneliness by increasing meaning.</article-title> <source><italic>J. Mark. Res.</italic></source> <volume>58</volume> <fpage>282</fpage>&#x2013;<lpage>298</lpage>. <pub-id pub-id-type="doi">10.1177/0022243721993426</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wong</surname> <given-names>S. Y. S.</given-names></name> <name><surname>Zhang</surname> <given-names>D.</given-names></name> <name><surname>Sit</surname> <given-names>R. W. S.</given-names></name> <name><surname>Yip</surname> <given-names>B. H. K.</given-names></name> <name><surname>Chung</surname> <given-names>R. Y.</given-names></name> <name><surname>Wong</surname> <given-names>C. K. M.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Impact of COVID-19 on loneliness, mental health, and health service utilisation: A prospective cohort study of older adults with multimorbidity in primary care.</article-title> <source><italic>Bri. J. Gen. Pract.</italic></source> <volume>70</volume> <fpage>e817</fpage>&#x2013;<lpage>e824</lpage>. <pub-id pub-id-type="doi">10.3399/bjgp20X713021</pub-id> <pub-id pub-id-type="pmid">32988955</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><collab>World Health Organization [WHO]</collab> (<year>2021</year>). <source><italic>Ageing and health [Online].</italic></source> <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name>.</citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yan</surname> <given-names>D.</given-names></name> <name><surname>Sengupta</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>The effects of numerical divisibility on loneliness perceptions and consumer preferences.</article-title> <source><italic>J. Consum. Res.</italic></source> <volume>47</volume> <fpage>755</fpage>&#x2013;<lpage>771</lpage>. <pub-id pub-id-type="doi">10.1093/jcr/ucaa026</pub-id></citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>B.</given-names></name> <name><surname>Yu</surname> <given-names>H.</given-names></name> <name><surname>Yu</surname> <given-names>Y.</given-names></name></person-group> (<year>2021</year>). <article-title>More experience, less loneliness? Exploring the effect of experiential purchases on the alleviation of loneliness.</article-title> <source><italic>Front. Psychol.</italic></source> <volume>12</volume>:<issue>581183</issue>. <pub-id pub-id-type="doi">10.3389/fpsyg.2021.581183</pub-id> <pub-id pub-id-type="pmid">34434132</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>C.</given-names></name></person-group> (<year>2016</year>). <article-title>Instagram use, loneliness, and social comparison orientation: Interact and browse on social media, but don&#x2019;t compare.</article-title> <source><italic>Cyberpsychol. Behav. Soc. Netw.</italic></source> <volume>19</volume> <fpage>703</fpage>&#x2013;<lpage>708</lpage>. <pub-id pub-id-type="doi">10.1089/cyber.2016.0201</pub-id> <pub-id pub-id-type="pmid">27855266</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yii</surname> <given-names>H.</given-names></name> <name><surname>Tan</surname> <given-names>D.</given-names></name> <name><surname>Hair</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>The reciprocal effects of loneliness and consumer ethnocentrism in online behavior.</article-title> <source><italic>Australas. Mark. J.</italic></source> <volume>28</volume> <fpage>35</fpage>&#x2013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1016/j.ausmj.2019.08.004</pub-id></citation></ref>
</ref-list>
</back>
</article>