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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.2022.881155</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Internationalization Issues in Chinese Firms: One Belt, One Road-Based Perspective</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wu</surname> <given-names>Xia</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1690050/overview"/>
</contrib>
</contrib-group>
<aff><institution>School of Historical Culture and Tourism Management, Liaocheng University</institution>, <addr-line>Liaocheng</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Muhammad Waseem Bari, Government College University Faisalabad, Pakistan</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Shahnawaz Saqib, Khwaja Fareed University of Engineering and Information Technology, Pakistan; Hafsa Bashir, Beijing Institute of Technology, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xia Wu, <email>wuxia10908@163.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Organizational Psychology, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>881155</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Wu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wu</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>The underlying aim of this study was to investigate the impact of human resource management (HRM) practices, organizational identity, and brand leadership on employee brand-based equity through the mediatory role of brand knowledge dissemination. A questionnaire was adopted to obtain data from 421 employees working in the construction sector of China. The SmartPLS software was used to analyze the data with the help of a structural equation modeling (SEM) technique. The results revealed that HRM practices and organizational identity had a positive and significant relationship with employee brand-based equity, while brand leadership had no direct impact on employee brand-based equity. The results also revealed that brand knowledge dissemination mediated the relationship between independent variables (HRM practices, organizational identity, and brand leadership) and dependent variable (employee brand-based equity). Theoretically, this paper made a valuable contribution by examining the impact of HRM practices, organizational identity, and brand leadership on employee brand-based equity. In terms of practical implications, this study would obviously help the organizations to improve their employee brand-based equity through HRM practices and organizational identity.</p>
</abstract>
<kwd-group>
<kwd>employee brand-based equity</kwd>
<kwd>internationalization issues</kwd>
<kwd>HRM practices</kwd>
<kwd>brand knowledge dissemination</kwd>
<kwd>organizational identity</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="103"/>
<page-count count="13"/>
<word-count count="9652"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Once China&#x2019;s Go Global strategy was implemented, Chinese companies have been increasingly interested in internationalization, whether it may be through direct investment or cross-border acquisitions and mergers (<xref ref-type="bibr" rid="B19">Buckley et al., 2007</xref>; <xref ref-type="bibr" rid="B94">Wei, 2010</xref>). Therefore, China&#x2019;s outbound foreign investment has been gradually increasing. Likewise, China, which was traditionally linked to enormous private investment outflows, has emerged as a significant global investor (<xref ref-type="bibr" rid="B61">Liu et al., 2005</xref>). Only the United States surpassed the yearly investment level of 183 billion dollars in 2016 (<xref ref-type="bibr" rid="B42">Haasis and Liefner, 2019</xref>). The enormous globalization of Chinese enterprises has already been extensively monitored and actively discussed among researchers (<xref ref-type="bibr" rid="B16">Blomkvist and Drogendijk, 2013</xref>).</p>
<p>The origins and types of Chinese enterprises&#x2019; internationalization, and the ramifications for China&#x2019;s economic catch-up process and the global economy, are the central focus of this argument (<xref ref-type="bibr" rid="B57">Lattemann and Alon, 2015</xref>). Researchers have emphasized the major involvement of the government and state-owned businesses in the internationalization of Chinese firms, often in opposition to the internationalization trends of developed corporations and nations (<xref ref-type="bibr" rid="B99">Yang and Stoltenberg, 2014</xref>; <xref ref-type="bibr" rid="B59">Li et al., 2016</xref>). Scholars have also looked at how Chinese enterprises keep up to the west rivals despite a lack of firm-specific strengths, as well as the influence of Chinese firms&#x2019; internationalization on their economic condition (<xref ref-type="bibr" rid="B76">Peng, 2012</xref>; <xref ref-type="bibr" rid="B28">Clegg et al., 2016</xref>). Moreover, empirical evidence on Chinese enterprises&#x2019; internationalization is still in its infancy and fragmented (<xref ref-type="bibr" rid="B47">Hao et al., 2020b</xref>).</p>
<p>Deng made one attempt to resolve the scattered nature of research on Chinese enterprises&#x2019; internationalization. Deng evaluated the academic literature on the research subject from 1990 to 2010, grouping the surveys into three key groups (origins, procedures, and consequences of Chinese enterprises&#x2019; internationalization) (<xref ref-type="bibr" rid="B32">Deng, 2012</xref>). One belt, one road initiative was initiated during early years of the second decade of 2000 for economic integration (<xref ref-type="bibr" rid="B84">Shahriar, 2019</xref>). One of the goals with this project is to increase China&#x2019;s commercial viability by spending on infrastructure in Africa, Europe, and Asia. One belt, one road is the greatest infrastructural plan ever implemented by a particular country. China&#x2019;s ambition is to develop the world&#x2019;s biggest campaign to showcase business and financial links with the entire world under its auspices (<xref ref-type="bibr" rid="B74">Pandey, 2018</xref>). China is allowing its corporations, largely attributed businesses, to transfer their knowledge in these sectors after modernizing the place with strong train lines, highways, and electricity.</p>
<p>China&#x2019;s &#x201C;going-out&#x201D; policy has evolved through time, with each iteration aiming to further China&#x2019;s trade integration (<xref ref-type="bibr" rid="B30">Das, 2017</xref>). This could be possible with the identification of organizational challenges of Chinese firms linked to internationalization challenges. In these circumstances, human resource management (HRM) is the most significant and sensitive of all management areas in the local and international environment (<xref ref-type="bibr" rid="B101">Zhang, 2022</xref>). The most popular method of starting a new industry&#x2014;acquisitions and mergers&#x2014;necessitates more effort and management expertise in disseminating and integrating a strategy of the company, values, and practices, which is solely the domain of HRM. HRM has evolved along with firms&#x2019; internationalization policies, such as international employment and talent practices which are linked to the whole company&#x2019;s strategy (<xref ref-type="bibr" rid="B58">Lee et al., 2021</xref>).</p>
<p>HRM is unquestionably helpful in the internationalization process, but it is rarely invited to strategic meetings. Because of a variety of issues, including a failure to demonstrate the required competency (<xref ref-type="bibr" rid="B87">Subramony et al., 2021</xref>). Organizations&#x2019; desire to increase productivity through HRM practices has brought up the question of what capabilities, expertise, and knowledge HR managers require applying such practices and assisting the internationalization process (<xref ref-type="bibr" rid="B24">Cascio and Boudreau, 2016</xref>). Organizational identity is a psychological paradigm that refers to what employees consider to be fundamental, distinctive, and long-lasting about their company (<xref ref-type="bibr" rid="B5">Albert and Whetten, 1985</xref>). Transforming a firm&#x2019;s identity necessitates modifications to organizational members&#x2019; internal psychological structures and attitudes, which can lead to resistance and the inability to execute change (<xref ref-type="bibr" rid="B68">Nag et al., 2007</xref>).</p>
<p>Whereas the majority of this study has focused on existing organizations, altering the organizational identity of new ventures is as difficult and can take longer than the age of the venture at the time the transition occurs (<xref ref-type="bibr" rid="B91">Tripsas, 2009</xref>; <xref ref-type="bibr" rid="B85">Snihur and Clarysse, 2022</xref>). Such results emphasize intriguing questions about the impact of organizational identity all through internationalization, as well as the interaction between organizational members&#x2019; cognition and the ongoing change implied by pivoting in nascent markets, which is frequently depicted by academics and practitioners as seemingly smooth transitions (<xref ref-type="bibr" rid="B15">Blank, 2013</xref>; <xref ref-type="bibr" rid="B62">Marx and Hsu, 2015</xref>). Customers&#x2019; decision-making procedure to acquire goods and services is influenced significantly by brand leadership. Authenticity, affordability, innovativeness, and popularity are four important elements of brand leadership as viewed by customers.</p>
<p>Firstly, quality is described as &#x201C;consumers&#x2019; assessment of a product&#x2019;s relative superiority in the marketplace.&#x201D; Secondly, &#x201C;consumers&#x2019; appraisal of a product&#x2019;s relative financial value based on what they provide and get&#x201D; is what value refers to (<xref ref-type="bibr" rid="B65">Miller and Mills, 2012</xref>; <xref ref-type="bibr" rid="B26">Chang and Ko, 2014</xref>). Thirdly, consumers&#x2019; perceptions of a brand&#x2019;s relative capacity to be open to creative ideas and work on new solutions are described as &#x201C;consumers&#x2019; perceptions of a brand&#x2019;s relative capability to be open to innovative ideas and work on new solutions.&#x201D; Finally, &#x201C;consumers&#x2019; sense of a brand&#x2019;s relative popularity as represented by brand awareness and consumption&#x201D; is what popularity refers to. Consumers also want brand leadership to have a clear vision and to stay current (<xref ref-type="bibr" rid="B4">Akbar et al., 2021</xref>; <xref ref-type="bibr" rid="B55">Khamwon and Sorataworn, 2021</xref>).</p>
<p>Internal branding, according to academics, may be utilized to maintain uniform staff behaviors and attitudes (<xref ref-type="bibr" rid="B21">Burmann and Zeplin, 2005</xref>). Employer branding contributes to employee behaviors and attitudes by delivering relevant and meaningful brand information. Furthermore, such psychological and cognitive shifts mean that workers transmit the brand value to customers as planned (<xref ref-type="bibr" rid="B10">Avotra et al., 2021</xref>; <xref ref-type="bibr" rid="B100">Yingfei et al., 2021</xref>). As a result, it is critical to disseminate brand knowledge inside the corporate branding. Workers, for instance, are unable to convey an organization&#x2019;s brand identity to consumers lacking brand-related knowledge. Moreover, few stated that &#x201C;workers may feel directionless, grappling with understanding where, when, or to whom to devote their energy&#x201D; in the lack of brand awareness (<xref ref-type="bibr" rid="B103">Zulkepli et al., 2015</xref>).</p>
<p>Employee-based brand equity (EBBE) relates to the perception of additional value that workers obtain as a consequence of brand-building activities (<xref ref-type="bibr" rid="B50">Helm et al., 2016</xref>). Employees&#x2019; internalization of the company&#x2019;s values is a crucial element in internal branding, as continuous execution of the brand promise to consumers is improbable without it. Internal branding success depends on internal stakeholders&#x2019; alignment with the company&#x2019;s values and how this interpretation translates to brand- and/or customer-related behaviors (<xref ref-type="bibr" rid="B34">Du Preez et al., 2017</xref>). Consumers&#x2019; experiences with the brand promise will remain ineffective without employees&#x2019; orientation with the brand value (<xref ref-type="bibr" rid="B17">Boukis and Christodoulides, 2020</xref>). It was necessary to develop EBBE and evaluation of determinants of EBBE in the context of internationalization of Chinese firms while thinking about economic developing in one belt, one road perspective.</p>
<p>In the perspective of one belt, one road, there was a need to integrate the concept of internationalization of Chinese firms and associated challenges in terms of developing internal brand equity. Based on this gap in previous studies suggested by <xref ref-type="bibr" rid="B39">Garc&#x00ED;a &#x00C1;lvarez de Perea et al. (2019)</xref>, the following research tried to signify the internationalization challenges associated with one belt, one road initiative at the organizational level of Chinese firms. Moreover, the mediating role of brand knowledge dissemination toward developing employer-based brand equity was not studied before, and to overcome this gap, it was suggested by <xref ref-type="bibr" rid="B103">Zulkepli et al. (2015)</xref> to evaluate the mediating role of brand knowledge dissemination which could lead to the development of EBBE. Therefore, this research was carried out focusing the impacts of HRM practices, organizational identity, and brand leadership on EBBE through mediation of brand knowledge dissemination.</p>
</sec>
<sec id="S2">
<title>Theoretical Underpinning and Hypothesis Development</title>
<p>According to resource-based theory (RBT) (<xref ref-type="bibr" rid="B102">Zica et al., 2016</xref>), good business performance is dependent on a unique set of strategic resources that the firm must possess and successfully utilize (<xref ref-type="bibr" rid="B64">Mikalef and Gupta, 2021</xref>). The financial, technical, human, and organizational resources that a company employs to design, manufacture, and provide services or goods to its clients are all effectiveness of organizational resources (<xref ref-type="bibr" rid="B2">Agyabeng-Mensah and Tang, 2021</xref>). To meet the RBT&#x2019;s standards, businesses must have high-quality human resources available to meet client expectations and remain competitive in the marketplace (<xref ref-type="bibr" rid="B52">Islam et al., 2021</xref>). Employees are a strategic tool for companies to create and build relations, particularly knowledge-based strategic resources that are unique to the company in which they work (<xref ref-type="bibr" rid="B27">Chowdhury et al., 2022</xref>). As a result, an organization&#x2019;s leadership, in collaboration with human resource (HR) experts, must utilize HRs for intra-organizational and cross-functional interaction in the most effective way to achieve organizational goals (<xref ref-type="bibr" rid="B41">Germain and McGuire, 2022</xref>).</p>
<p>This theory provided basis for analyzing the impact of HRM and brand leadership for internalization of organizations. Identification-based relationships, on the contrary, are found here in social identity theory, which explains employee relationships as a match among personal and corporate identities (<xref ref-type="bibr" rid="B35">Erkmen, 2018</xref>). The social identity theory (SIT) is the foundation of this research. The SIT was used in a variety of settings, including psychology of consumers, information dissemination, and the connection between sports franchises and their supporters (<xref ref-type="bibr" rid="B33">Dimofte et al., 2014</xref>; <xref ref-type="bibr" rid="B63">Mckinley et al., 2014</xref>; <xref ref-type="bibr" rid="B6">Ambrose and Schnitzlein, 2017</xref>). The SIT is a core theory in cognitive science that has been used to explain group psychology, interacting, and social perspectives. It was proposed by <xref ref-type="bibr" rid="B88">Tajfel and Turner (2004)</xref>.</p>
<p>The component of one&#x2019;s self-concept that stems out from social group or groups to which someone belongs, as well as the significance and psychological value linked to affiliation to an organization, is referred to as social identity. It is the aspect of self-identity that is mostly generated from belonging to a group (<xref ref-type="bibr" rid="B88">Tajfel and Turner, 2004</xref>). People tend to associate and link themselves to diverse social groups as a way of selecting self-identity and a feeling of belonging. As per this theory, employees find the importance and significance of organizational identity. As a result, humans form a sense of social identity regarding the social characteristics of the groups to which they belong, such as race, ethnicity, gender, and political party (<xref ref-type="bibr" rid="B25">Chan, 2016</xref>). Therefore, this theory provided basis for analyzing the impact of organizational identity on EBBE.</p>
<sec id="S2.SS1">
<title>Human Resource Management Practices Significantly Impact the Employee Brand-Based Equity</title>
<p>Human resource management practices describe the management methods that enable firms to obtain valuable and outstanding information, as well as impact creative activity and greater performance (<xref ref-type="bibr" rid="B22">Cao et al., 2021</xref>). HRM impacts workers&#x2019; job-related attitudes, talents, and behaviors in order to achieve an organization&#x2019;s goals, and it plays a crucial role in creating an atmosphere that is conducive to knowledge management and innovation (<xref ref-type="bibr" rid="B95">Wen et al., 2021</xref>). Because knowledge and innovation have origins in human psychology, numerous previous studies have recommended adopting HRM strategies to better encourage the development and dissemination of knowledge for improved organizational innovation performance (<xref ref-type="bibr" rid="B89">Than et al., 2021</xref>). The goal of knowledge-based HRM (KHRM) practices is to improve knowledge processes inside a business (<xref ref-type="bibr" rid="B73">Noopur and Dhar, 2020</xref>).</p>
<p>Through particular recruiting and selection, training and career development, performance assessment, and compensation procedures, HRM techniques attempt to improve the flow of knowledge&#x2014;knowledge acquisition, absorption, transformation, and exchange activities in the business (<xref ref-type="bibr" rid="B79">Roundy and Burke-Smalley, 2021</xref>). HRM techniques enhance an organization&#x2019;s human capital foundation while focusing on less apparent value-generating elements such as engagement and knowledge embedded in scalar networks (<xref ref-type="bibr" rid="B3">Ahmad et al., 2021</xref>). Individual employees in a business can network with coworkers to establish interpersonal ties through HRM practices (<xref ref-type="bibr" rid="B1">Abugre and Acquaah, 2022</xref>).</p>
<p>Employees&#x2019; creative behavior and overall organizational innovation in the social enterprise are encouraged by HRM methods based on the opportunity&#x2013;motivation&#x2013;ability approach (<xref ref-type="bibr" rid="B11">Azeem et al., 2021</xref>). As HMR improves knowledge flows in the business, this research advises reinventing and restructuring traditional HRM into HRM to enable coworkers to collaborate in knowledge production and sharing activities to encourage employee creativity (<xref ref-type="bibr" rid="B3">Ahmad et al., 2021</xref>). The author suggests that an HRM practice is a collection of carefully selected HRM practices targeted at improving organizational knowledge, influencing human capital, co-creating relevant work experience, and employee brand-based equity for improved creative performance inside the business. Therefore, the author proposed the following hypothesis:</p>
<list list-type="simple">
<list-item>
<label>H1:</label>
<p><italic>HRM practices significantly impact the employee brand-based equity.</italic></p>
</list-item>
</list>
</sec>
<sec id="S2.SS2">
<title>Association of Organizational Identity With Employee-Based Brand Equity</title>
<p>Organizational identity emerges through complex, interactive, and reciprocal relationships among administrators, organizational members, and other stakeholders (<xref ref-type="bibr" rid="B29">Cornelissen et al., 2021</xref>). The core, unique, and enduring aspects of an organization are characterized as organizational identity (<xref ref-type="bibr" rid="B5">Albert and Whetten, 1985</xref>). Researchers saw this prominence as being rooted in the organization&#x2019;s basic characteristics and differentiation from its competing companies: &#x201C;organizations preserve identity through engagement with other organizations through a system of cross comparison over time.&#x201D; Eventually, they understood that these lasting features were rooted in the organization&#x2019;s long-term stability. Researchers in the subject of organizational identity find it challenging to extend the notion to businesses (<xref ref-type="bibr" rid="B13">Bala et al., 2021</xref>).</p>
<p>This sparked several disputes within the organizational identity community, and organizational identity was eventually established from pragmatic, sociological constructionist, postmodern, and psychological viewpoints. In actuality, organizational identity is not mindlessly followed; instead, organizational identity is defined by the meanings that members of an organization ascribe to it. As a result, researchers have begun to study organizational identity from a social constructionist viewpoint, which focuses on an organization&#x2019;s members&#x2019; cognitive capacities in grasping &#x201C;who we are&#x201D; as a group (<xref ref-type="bibr" rid="B49">He and Brown, 2013</xref>). Organizations, on the contrary, do not operate in a vacuum, and their actions have an impact on society. Members of an organization also perceive organizational identity to relate to &#x201C;how others see us&#x201D; in this way (<xref ref-type="bibr" rid="B67">Mujib, 2017</xref>).</p>
<p>Managers, who give supportive leadership that fosters staff brand-building activities, benefit firms and favorably influence customers&#x2019; brand impression (<xref ref-type="bibr" rid="B98">Xie et al., 2016</xref>). An employee&#x2019;s identity with a company is influenced by his or her work placement, which in turn impacts his or her conduct when communicating with customers. In addition, <xref ref-type="bibr" rid="B31">De Chernatony et al. (2006)</xref> asserted that employees are informed about brand values through unsubtle official communications, including cascading effect through one level of workers to another, senior leadership engagement and management, and human resource operations. Employee brand internalization is influenced by how the organization is represented, understood, and conveyed inwardly (<xref ref-type="bibr" rid="B56">Lane Keller, 1999</xref>).</p>
<p>Similarly, corporate identity has a significant impact on employee brand internalization. It is clear that executive brand identity has a favorable impact on staff brand internalization (<xref ref-type="bibr" rid="B17">Boukis and Christodoulides, 2020</xref>). Transforming a firm&#x2019;s identity in internationalization scenario necessitates modifications to organizational members&#x2019; internal psychological structures and attitudes, which can lead to resistance and the inability to execute change (<xref ref-type="bibr" rid="B68">Nag et al., 2007</xref>). The impact of organizational identity on EBBE was reported by <xref ref-type="bibr" rid="B60">Liu et al. (2020)</xref>, indicating that brand identity among employees directs the positive outcomes of EBBE. Based on this analogy, the author developed the following hypothesis:</p>
<list list-type="simple">
<list-item>
<label>H2:</label>
<p><italic>Organizational identity has a significant relationship with employee brand-based equity.</italic></p>
</list-item>
</list>
</sec>
<sec id="S2.SS3">
<title>Brand Leadership Positively Influences Employee Brand-Based Equity</title>
<p>A brand, according to the American Marketing Association, is &#x201C;a name, word, design, image, or any other element that distinguishes one seller&#x2019;s item or service from most of the other sellers (<xref ref-type="bibr" rid="B72">Ngoc and Tien, 2021</xref>).&#x201D; Managers may use brands to create points of difference and long-term competitive advantages by reflecting a product&#x2019;s economic and functional attributes, as well as important intangible associations such as competence and reliability (<xref ref-type="bibr" rid="B78">Rambocas and Narsingh, 2022</xref>). Three significant factors for establishing a meaningful brand are integrated into the brand strategic framework (<xref ref-type="bibr" rid="B90">Thomson et al., 2022</xref>).</p>
<p>First, the brand building takes into account both quantitative and qualitative measures such as a company&#x2019;s reputation, its countries of origin, product characteristics, quality associations, and perceived reliability (<xref ref-type="bibr" rid="B12">Bairrada et al., 2021</xref>). Second, brand occurs when a company uses consistent imagery and delivery to reinforce a brand&#x2019;s meaning and context, which necessitates supportive organizational structures and procedures (<xref ref-type="bibr" rid="B20">Buhalis and Park, 2021</xref>). As a result, marketers must use a &#x201C;bottom&#x2013;up and top&#x2013;down strategy to brand creation&#x201D; to guarantee that employees are actively involved in the process (<xref ref-type="bibr" rid="B92">Van Nguyen et al., 2021</xref>). Third, the framework implies that marketers that are unable to engage in standardized branding programs to address the individual demands of their consumer segments must be able to adjust branding programs across countries and client segments. Therefore, the authors proposed the following hypothesis:</p>
<list list-type="simple">
<list-item>
<label>H3:</label>
<p><italic>Brand leadership positively influences employee brand-based equity.</italic></p>
</list-item>
</list>
</sec>
<sec id="S2.SS4">
<title>Mediating Relationship of Brand Knowledge Dissemination</title>
<p>Employee corporate brand experience is defined as every interaction workers have with an employer identity, including a variety of brand touchpoints (<xref ref-type="bibr" rid="B80">Saleem and Hawkins, 2021</xref>). And brand knowledge is composed of a particular brand in the memory that is related to a range of connections (<xref ref-type="bibr" rid="B45">Han et al., 2021</xref>). The way brand networks are organized in one&#x2019;s memory affects how brand information is remembered, which in turn affects an individual&#x2019;s behavior and brand-related behaviors (<xref ref-type="bibr" rid="B36">Farzin et al., 2021</xref>). While <xref ref-type="bibr" rid="B53">Keller (1993, 1998)</xref> focuses on the consumer, brand awareness is also important for employees (<xref ref-type="bibr" rid="B23">Carlini and Grace, 2021</xref>). That really is, brand understanding is the key to employees&#x2019; knowing how to execute the brand promise (<xref ref-type="bibr" rid="B18">Boukis et al., 2021</xref>).</p>
<p>Employees that lack brand expertise are unable to behave in the manner required by the business or make brand-related decisions, which is compatible with the customer viewpoint (<xref ref-type="bibr" rid="B75">Peng et al., 2021</xref>). In the field of branding and marketing management, the concept of EBBE has received a lot of attention. Any company&#x2019;s brand is one of its most significant intangible assets. Brand equity may be used to analyze the impact of previous marketing activities, evaluate the brand&#x2019;s current positioning, and forecast the future success. The differential influence of brand awareness on employee response to the workplace is known as EBBE.</p>
<p>Internal branding may be utilized to maintain uniform staff behaviors and attitudes (<xref ref-type="bibr" rid="B21">Burmann and Zeplin, 2005</xref>). Employer branding contributes to employee behaviors and attitudes by delivering relevant and meaningful brand information. Furthermore, such psychological and cognitive shifts mean that workers transmit the brand value to customers as planned (<xref ref-type="bibr" rid="B48">Hao et al., 2020a</xref>). As a result, it is critical to disseminate brand knowledge inside the corporate branding. Workers, for instance, are unable to convey an organization&#x2019;s brand identity to consumers lacking brand-related knowledge. Moreover, few stated that &#x201C;workers may feel directionless, grappling with understanding where, when, or to whom to devote their energy&#x201D; in the lack of brand awareness (<xref ref-type="bibr" rid="B103">Zulkepli et al., 2015</xref>). Keeping in view the significance of brand knowledge dissemination as mediator, the author proposed the following hypotheses:</p>
<list list-type="simple">
<list-item>
<label>H4:</label>
<p><italic>Brand knowledge dissemination mediates the relationship between HRM practices and EBBE.</italic></p>
</list-item>
<list-item>
<label>H5:</label>
<p><italic>Brand knowledge dissemination mediates the relationship between organizational identity and EBBE.</italic></p>
</list-item>
<list-item>
<label>H6:</label>
<p><italic>Brand knowledge dissemination mediates the relationship between brand leadership and EBBE.</italic></p>
</list-item>
</list>
</sec>
</sec>
<sec id="S3">
<title>Methodology</title>
<p>This study utilized the quantitative research design for the validation of the hypothesis for the present study. The hypotheses of the study helped to examine the effect of predictors on outcomes. This research design helped to eliminate any biases. The data for this study were collected through a self-administered survey. The rationality of data was made sure by making the items of each clear and short. The target population was the employees working in the construction sector. The current study used a convenience sampling technique in order to sample from the target population. This technique is a cost-effective and effective method to acquire data from the respondents (<xref ref-type="bibr" rid="B71">Nawaz et al., 2019</xref>). Initially, 500 questionnaires were distributed and the author received 421 responses. The unit of analysis was the employees of the construction sector in China.</p>
<sec id="S3.SS1">
<title>Statistical Tool</title>
<p>SmartPLS 3 software was used in this study for the purpose of data analysis. The technique used in our study is structural equation modeling (SEM). Partial least square is extensively used in management and social sciences as it is a variance-based SEM technique (<xref ref-type="bibr" rid="B70">Nawaz et al., 2020</xref>). Moreover, PLS-SEM is a causal modeling approach and its aim is to magnify the explained variance of latent dependent constructs. Researchers view PLS-SEM as &#x201C;silver bullet&#x201D; conducive to deal with empirical findings with small sample size (<xref ref-type="bibr" rid="B44">Hair et al., 2011</xref>). SmartPLS has a user-friendly interface and contains advanced features (<xref ref-type="bibr" rid="B40">Garson, 2016</xref>). Furthermore, the technique used in SmartPLS is finest to serve a research having complex equations (<xref ref-type="bibr" rid="B97">Xiaolong et al., 2021</xref>; <xref ref-type="bibr" rid="B69">Nawaz et al., 2022</xref>). To calculate the values of beta, reliability, and standard error precisely, this study follows the recommendations of <xref ref-type="bibr" rid="B96">Wong (2013)</xref> and ensures that all those indicators are part of their respective latent variables having outer loadings of 0.7 in the reflective outer model evaluation.</p>
</sec>
<sec id="S3.SS2">
<title>Measurement</title>
<p>A five-point Likert scale was used to obtain data for each item of the variable under study. The reliability of each variable using Cronbach&#x2019;s alpha should be more than 0.7 (<xref ref-type="bibr" rid="B81">Sarstedt et al., 2017</xref>).</p>
<sec id="S3.SS2.SSS1">
<title>Human Resource Management Practices</title>
<p>Human resource management practices were measured by using the scale of <xref ref-type="bibr" rid="B8">Aurand et al. (2005)</xref> that comprises five items. The Cronbach alpha for this variable is &#x03B1; = 0.927; therefore, this scale is reliable.</p>
</sec>
<sec id="S3.SS2.SSS2">
<title>Organizational Identity</title>
<p>Organizational identity was measured by using items of <xref ref-type="bibr" rid="B46">Hanson and Haridakis (2008)</xref> that consist of 17 items. The Cronbach alpha for this variable is (&#x03B1; = 0.920); therefore, this scale is reliable.</p>
</sec>
<sec id="S3.SS2.SSS3">
<title>Brand Leadership</title>
<p>The present study utilized the scale of <xref ref-type="bibr" rid="B66">Morhart et al. (2009)</xref> that adopted the items from the multifactor leadership questionnaire from 5X (<xref ref-type="bibr" rid="B9">Avolio et al., 2004</xref>) to measure the brand leadership. The Cronbach alpha for this variable is &#x03B1; = 0.924; therefore, this scale is reliable.</p>
</sec>
<sec id="S3.SS2.SSS4">
<title>Brand Knowledge Dissemination</title>
<p>Brand knowledge dissemination was measured by using scale of <xref ref-type="bibr" rid="B37">Foreman and Money (1995)</xref> that is comprised of five items. The Cronbach alpha for this variable is &#x03B1; = 0.894; therefore, this scale is reliable.</p>
</sec>
<sec id="S3.SS2.SSS5">
<title>Employee Brand-Based Equity</title>
<p>To measure employee brand-based equity, the scale of <xref ref-type="bibr" rid="B82">Schivinski and Dabrowski (2014)</xref> was used consisting of 19 items. The Cronbach alpha for this variable is &#x03B1; = 0.920; therefore, this scale is reliable.</p>
</sec>
</sec>
<sec id="S3.SS3">
<title>Demographic Details</title>
<p>The demographic details of the respondents who have participated in the study are discussed below. The total participants of the study were 421, and out of them, 270 were males and 151 were females. The employees between the age bracket 20 and 30 years were 29%, between 30 and 40 years were 43%, between 41 and 50 years were 20%, and above the age of 50 years were 8%. Furthermore, the employees with an organizational tenure of less than a year were 46.20%, the employees with an organizational tenure of between 1 and 3 years were 40.63%, the employees with an organizational tenure of between 4 and 6 years were 7.98%, while the employees with an organizational tenure of more than 6 years were 5.19%.</p>
</sec>
<sec id="S3.SS4">
<title>Common Method Bias</title>
<p>This study used a single Harman&#x2019;s factor test to analyze common method variance in order to check for common method bias in the data (CMV). SPSS 21 was utilized in this study to perform the single Harman&#x2019;s factor test. The results of the created (principal axis factoring and extraction) suggest that there are 43 factors. The maximum covariance explained by one factor in this study is 40.763 percent, according to Harman&#x2019;s one-factor test.</p>
</sec>
</sec>
<sec id="S4" sec-type="results">
<title>Data Analysis and Results</title>
<sec id="S4.SS1">
<title>Measurement Model</title>
<p>The first step of PLS-SEM analysis is the assessment of measurement model (<xref ref-type="fig" rid="F1">Figure 1</xref>). The output measurement model algorithm is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. It explains the impact of independent variables on dependent variables.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Conceptual model. HRM, human resource management; OI, organizational identity; Bl, brand leadership; EBBE, employee-based brand equity.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-881155-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Output of measurement model algorithm. HRM, human resource management; OI, organizational identity; Bl, brand leadership; EBBE, employee-based brand equity.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-881155-g002.tif"/>
</fig>
<p>In measurement model specification, examining the indicator reliability is considered the first step. As part of measurement model, a total of three items (EBBE2, OI7, and OI9) were removed due to low factor loading (&#x003C;0.500). Reliability as assessed using Cronbach&#x2019;s alpha and composite reliability: statistics for both were greater than the recommended value 0.700 (<xref ref-type="bibr" rid="B93">Wasko and Faraj, 2005</xref>). Convergent validity was acceptable because AVE was above 0.500 in majority.</p>
<p>Discriminant validity was assessed by comparison of the correlations among the latent variables and the square root of AVE (<xref ref-type="bibr" rid="B38">Fornell and Larcker, 1981</xref>) and heterotrait&#x2013;monotrait ratio of correlation (<xref ref-type="bibr" rid="B51">Henseler et al., 2015</xref>), with values below the (conservative) threshold of 0.85. Hence, discriminant validity is established.</p>
</sec>
<sec id="S4.SS2">
<title>Structural Model</title>
<p>The structural model includes the paths hypothesized in the research framework (<xref ref-type="fig" rid="F3">Figure 3</xref>). A structural model is assessed on the basis of <italic>R</italic><sup>2</sup>, <italic>Q</italic><sup>2</sup>, and significance of paths. <italic>R</italic>-square indicates the variance that has been described in dependent variable (<xref ref-type="bibr" rid="B43">Hair et al., 2014</xref>). Furthermore, the value of <italic>R</italic><sup>2</sup> can range from 0 to 1. <xref ref-type="table" rid="T1">Table 1</xref> shows the value of 0.614 for employee brand knowledge dissemination and 0.767 for employee brand-based equity. As values of <italic>R</italic>-square are between 0 and 1, predictive capability is established. Moreover, to assess the goodness of model, hypotheses were tested to determine the significance of relationships.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Structural model with moderation.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-881155-g003.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Discriminant validity (HTMT Ratio).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="center" colspan="6">Fornell&#x2013;Larcker criterion<hr/></td>
<td valign="top" align="center" colspan="6">Heterotrait&#x2013;monotrait (HTMT) ratios<hr/></td>
</tr>
<tr>
<td/>
<td valign="top" align="center">BL</td>
<td valign="top" align="center">EBBE</td>
<td valign="top" align="center">EBKD</td>
<td valign="top" align="center">HRM</td>
<td valign="top" align="center">OI</td>
<td/>
<td valign="top" align="center">BL</td>
<td valign="top" align="center">EBBE</td>
<td valign="top" align="center">EBKD</td>
<td valign="top" align="center">HRM</td>
<td valign="top" align="center">OI</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">BL</td>
<td valign="top" align="center">0.876</td>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="center">BL</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">EBBE</td>
<td valign="top" align="center">0.679</td>
<td valign="top" align="center">0.715</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">EBBE</td>
<td valign="top" align="center">0.711</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">EBKD</td>
<td valign="top" align="center">0.644</td>
<td valign="top" align="center">0.695</td>
<td valign="top" align="center">0.808</td>
<td/>
<td/>
<td valign="top" align="center">EBKD</td>
<td valign="top" align="center">0.696</td>
<td valign="top" align="center">0.814</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">HRM</td>
<td valign="top" align="center">0.598</td>
<td valign="top" align="center">0.650</td>
<td valign="top" align="center">0.722</td>
<td valign="top" align="center">0.879</td>
<td/>
<td valign="top" align="center">HRM</td>
<td valign="top" align="center">0.639</td>
<td valign="top" align="center">0.792</td>
<td valign="top" align="center">0.792</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">OI</td>
<td valign="top" align="center">0.519</td>
<td valign="top" align="center">0.617</td>
<td valign="top" align="center">0.573</td>
<td valign="top" align="center">0.591</td>
<td valign="top" align="center">0.712</td>
<td valign="top" align="center">OI</td>
<td valign="top" align="center">0.534</td>
<td valign="top" align="center">0.747</td>
<td valign="top" align="center">0.604</td>
<td valign="top" align="center">0.606</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>HRM, human resource management; EBBE, employee brand-based equity; OI, organizational identity; BL, brand leadership; EBKD, employee brand knowledge dissemination.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>H1 evaluates the relationship between HRM practices and employee brand-based equity (<xref ref-type="table" rid="T2">Tables 2</xref>&#x2013;<xref ref-type="table" rid="T5">5</xref>). The results revealed that HRM practices have a significant impact on employee brand-based equity (&#x03B2; 0.515, <italic>t</italic> = 12.997, <italic>p</italic> = 0.000). Hence, H1 is supported. H2 examines the relationship between organizational identity and employee brand-based equity. The results showed that organizational identity positively influences the EBBE (&#x03B2; 0.310, <italic>t</italic> = 8.558, <italic>p</italic> = 0.000). Therefore, H2 is accepted. Moreover, H3 evaluates the relationship between brand leadership and employee brand-based equity. The results showed that brand leadership positively influences the employee brand-based equity (&#x03B2; = &#x2013;0.028, <italic>t</italic> = 0.662, <italic>p</italic> = 0.508). Therefore, H3 is rejected.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Direct effects.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Structural paths</td>
<td valign="top" align="center">Path coefficient (<italic>t</italic>-value)</td>
<td valign="top" align="center">Confidence interval</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center"><italic>P</italic>-values</td>
<td valign="top" align="left">Results</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">HRM - &#x003E; EBBE</td>
<td valign="top" align="center">0.515 (12.997)</td>
<td valign="top" align="center">{0.516 to 0.655}</td>
<td valign="top" align="center">0.665</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">H1, Supported</td>
</tr>
<tr>
<td valign="top" align="left">OI - &#x003E; EBBE</td>
<td valign="top" align="center">0.310 (8.588)</td>
<td valign="top" align="center">{0.260 to 0.419}</td>
<td valign="top" align="center">0.419</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left"><italic>H2, Supported</italic></td>
</tr>
<tr>
<td valign="top" align="left">BL - &#x003E; EBBE</td>
<td valign="top" align="center">&#x2013;0.028 (0.662)</td>
<td valign="top" align="center">{&#x2013;0.411 to 0.125}</td>
<td valign="top" align="center">0.125</td>
<td valign="top" align="center">0.508</td>
<td valign="top" align="left">H3, Not-supported</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>HRM, human resource management; EBBE, employee brand-based equity; OI, organizational identity; BL, brand leadership, level of significance = 0.05.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Demographic details.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Demographics</td>
<td valign="top" align="center">Frequency</td>
<td valign="top" align="center">Percent</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3"><bold>Gender</bold></td>
</tr>
<tr>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">270</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">151</td>
<td/>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Age (Years)</bold></td>
</tr>
<tr>
<td valign="top" align="left">20&#x2013;30</td>
<td valign="top" align="center">122</td>
<td valign="top" align="center">29%</td>
</tr>
<tr>
<td valign="top" align="left">30&#x2013;40</td>
<td valign="top" align="center">181</td>
<td valign="top" align="center">43%</td>
</tr>
<tr>
<td valign="top" align="left">40&#x2013;50</td>
<td valign="top" align="center">84</td>
<td valign="top" align="center">20%</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;50</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">8%</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Organizational tenure</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;1 Year</td>
<td valign="top" align="center">194</td>
<td valign="top" align="center">46.20%</td>
</tr>
<tr>
<td valign="top" align="left">1&#x2013;3 Years</td>
<td valign="top" align="center">171</td>
<td valign="top" align="center">40.63%</td>
</tr>
<tr>
<td valign="top" align="left">4&#x2013;6 Years</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">8%</td>
</tr>
<tr>
<td valign="top" align="left">&#x003E;6 Years</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">6%</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Common method bias.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Factor</td>
<td valign="top" align="center" colspan="3">Initial eigenvalues<hr/></td>
<td valign="top" align="center" colspan="3">Extraction sums of squared loadings<hr/></td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Total</td>
<td valign="top" align="center">% of Variance</td>
<td valign="top" align="center">Cumulative<break/> %</td>
<td valign="top" align="center">Total</td>
<td valign="top" align="center">% of Variance</td>
<td valign="top" align="center">Cumulative<break/>%</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="center">18.097</td>
<td valign="top" align="center">42.085</td>
<td valign="top" align="center">42.085</td>
<td valign="top" align="center">17.528</td>
<td valign="top" align="center">40.763</td>
<td valign="top" align="center">40.763</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="center">3.712</td>
<td valign="top" align="center">8.634</td>
<td valign="top" align="center">50.719</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="center">2.054</td>
<td valign="top" align="center">4.777</td>
<td valign="top" align="center">55.496</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="center">1.245</td>
<td valign="top" align="center">2.895</td>
<td valign="top" align="center">58.391</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="center">1.204</td>
<td valign="top" align="center">2.799</td>
<td valign="top" align="center">61.190</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="center">1.164</td>
<td valign="top" align="center">2.707</td>
<td valign="top" align="center">63.897</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="center">0.941</td>
<td valign="top" align="center">2.188</td>
<td valign="top" align="center">66.086</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="center">0.914</td>
<td valign="top" align="center">2.125</td>
<td valign="top" align="center">68.210</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="center">0.898</td>
<td valign="top" align="center">2.089</td>
<td valign="top" align="center">70.299</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="center">0.801</td>
<td valign="top" align="center">1.863</td>
<td valign="top" align="center">72.162</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="center">0.760</td>
<td valign="top" align="center">1.769</td>
<td valign="top" align="center">73.931</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="center">0.685</td>
<td valign="top" align="center">1.594</td>
<td valign="top" align="center">75.525</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="center">0.626</td>
<td valign="top" align="center">1.456</td>
<td valign="top" align="center">76.981</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="center">0.589</td>
<td valign="top" align="center">1.371</td>
<td valign="top" align="center">78.351</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="center">0.546</td>
<td valign="top" align="center">1.270</td>
<td valign="top" align="center">79.621</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="center">0.519</td>
<td valign="top" align="center">1.206</td>
<td valign="top" align="center">80.828</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="center">0.504</td>
<td valign="top" align="center">1.172</td>
<td valign="top" align="center">82.000</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">18</td>
<td valign="top" align="center">0.495</td>
<td valign="top" align="center">1.152</td>
<td valign="top" align="center">83.152</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">19</td>
<td valign="top" align="center">0.487</td>
<td valign="top" align="center">1.133</td>
<td valign="top" align="center">84.284</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="center">0.454</td>
<td valign="top" align="center">1.055</td>
<td valign="top" align="center">85.339</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">21</td>
<td valign="top" align="center">0.439</td>
<td valign="top" align="center">1.020</td>
<td valign="top" align="center">86.359</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">22</td>
<td valign="top" align="center">0.411</td>
<td valign="top" align="center">0.957</td>
<td valign="top" align="center">87.316</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">23</td>
<td valign="top" align="center">0.393</td>
<td valign="top" align="center">0.913</td>
<td valign="top" align="center">88.229</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">24</td>
<td valign="top" align="center">0.383</td>
<td valign="top" align="center">0.892</td>
<td valign="top" align="center">89.121</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">25</td>
<td valign="top" align="center">0.364</td>
<td valign="top" align="center">0.847</td>
<td valign="top" align="center">89.968</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">26</td>
<td valign="top" align="center">0.346</td>
<td valign="top" align="center">0.805</td>
<td valign="top" align="center">90.773</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">27</td>
<td valign="top" align="center">0.338</td>
<td valign="top" align="center">0.785</td>
<td valign="top" align="center">91.558</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">28</td>
<td valign="top" align="center">0.334</td>
<td valign="top" align="center">0.776</td>
<td valign="top" align="center">92.335</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">29</td>
<td valign="top" align="center">0.294</td>
<td valign="top" align="center">0.685</td>
<td valign="top" align="center">93.019</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">30</td>
<td valign="top" align="center">0.291</td>
<td valign="top" align="center">0.677</td>
<td valign="top" align="center">93.696</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">31</td>
<td valign="top" align="center">0.282</td>
<td valign="top" align="center">0.655</td>
<td valign="top" align="center">94.351</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">32</td>
<td valign="top" align="center">0.264</td>
<td valign="top" align="center">0.615</td>
<td valign="top" align="center">94.966</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">33</td>
<td valign="top" align="center">0.249</td>
<td valign="top" align="center">0.578</td>
<td valign="top" align="center">95.544</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">34</td>
<td valign="top" align="center">0.243</td>
<td valign="top" align="center">0.565</td>
<td valign="top" align="center">96.109</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">35</td>
<td valign="top" align="center">0.232</td>
<td valign="top" align="center">0.539</td>
<td valign="top" align="center">96.649</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">36</td>
<td valign="top" align="center">0.221</td>
<td valign="top" align="center">0.514</td>
<td valign="top" align="center">97.162</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">37</td>
<td valign="top" align="center">0.209</td>
<td valign="top" align="center">0.485</td>
<td valign="top" align="center">97.647</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">38</td>
<td valign="top" align="center">0.200</td>
<td valign="top" align="center">0.464</td>
<td valign="top" align="center">98.112</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">39</td>
<td valign="top" align="center">0.188</td>
<td valign="top" align="center">0.437</td>
<td valign="top" align="center">98.549</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">40</td>
<td valign="top" align="center">0.169</td>
<td valign="top" align="center">0.393</td>
<td valign="top" align="center">98.942</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">41</td>
<td valign="top" align="center">0.162</td>
<td valign="top" align="center">0.376</td>
<td valign="top" align="center">99.318</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">42</td>
<td valign="top" align="center">0.153</td>
<td valign="top" align="center">0.357</td>
<td valign="top" align="center">99.675</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">43</td>
<td valign="top" align="center">0.140</td>
<td valign="top" align="center">0.325</td>
<td valign="top" align="center">100.000</td>
<td/>
<td valign="top" align="center"/><td valign="top" align="center"/></tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>Factor loadings, Cronbach alpha, composite reliability, and AVE.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Construct</td>
<td valign="top" align="left">Items</td>
<td valign="top" align="center">Loadings</td>
<td valign="top" align="center">CR</td>
<td valign="top" align="center">Alpha</td>
<td valign="top" align="center">AVE</td>
<td valign="top" align="center">VIF</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><bold>Brand leadership</bold></td>
<td/>
<td/>
<td valign="top" align="center">0.943</td>
<td valign="top" align="center">0.924</td>
<td valign="top" align="center">0.767</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">BL1</td>
<td valign="top" align="center">0.831</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.222</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">BL2</td>
<td valign="top" align="center">0.873</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.836</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">BL3</td>
<td valign="top" align="center">0.901</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">3.466</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">BL4</td>
<td valign="top" align="center">0.908</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">3.695</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">BL5</td>
<td valign="top" align="center">0.864</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.794</td>
</tr>
<tr>
<td valign="top" align="left"><bold>Employee brand-based equity</bold></td>
<td/>
<td/>
<td valign="top" align="center">0.931</td>
<td valign="top" align="center">0.920</td>
<td valign="top" align="center">0.512</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE1</td>
<td valign="top" align="center">0.657</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.691</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE10</td>
<td valign="top" align="center">0.771</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.390</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE11</td>
<td valign="top" align="center">0.711</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.931</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE12</td>
<td valign="top" align="center">0.732</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.168</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE13</td>
<td valign="top" align="center">0.792</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.410</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE14</td>
<td valign="top" align="center">0.781</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.789</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE15</td>
<td valign="top" align="center">0.753</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.487</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE3</td>
<td valign="top" align="center">0.671</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.093</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE4</td>
<td valign="top" align="center">0.709</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.143</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE5</td>
<td valign="top" align="center">0.556</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.488</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE6</td>
<td valign="top" align="center">0.681</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.897</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE7</td>
<td valign="top" align="center">0.734</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.301</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBBE9</td>
<td valign="top" align="center">0.719</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.948</td>
</tr>
<tr>
<td valign="top" align="left"><bold>Brand knowledge dissemination</bold></td>
<td/>
<td/>
<td valign="top" align="center">0.919</td>
<td valign="top" align="center">0.894</td>
<td valign="top" align="center">0.654</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBKD1</td>
<td valign="top" align="center">0.805</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.018</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBKD2</td>
<td valign="top" align="center">0.842</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.557</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBKD3</td>
<td valign="top" align="center">0.851</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.599</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBKD4</td>
<td valign="top" align="center">0.803</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.085</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBKD5</td>
<td valign="top" align="center">0.795</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.995</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">EBKD6</td>
<td valign="top" align="center">0.750</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.787</td>
</tr>
<tr>
<td valign="top" align="left"><bold>HRM practices</bold></td>
<td/>
<td/>
<td valign="top" align="center">0.945</td>
<td valign="top" align="center">0.927</td>
<td valign="top" align="center">0.773</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">HRM1</td>
<td valign="top" align="center">0.893</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">3.599</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">HRM2</td>
<td valign="top" align="center">0.900</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">3.818</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">HRM3</td>
<td valign="top" align="center">0.880</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.936</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">HRM4</td>
<td valign="top" align="center">0.880</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.880</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">HRM5</td>
<td valign="top" align="center">0.844</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.387</td>
</tr>
<tr>
<td valign="top" align="left"><bold>Organizational identity</bold></td>
<td/>
<td/>
<td valign="top" align="center">0.930</td>
<td valign="top" align="center">0.920</td>
<td valign="top" align="center">0.507</td>
<td/>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI1</td>
<td valign="top" align="center">0.719</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.587</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI10</td>
<td valign="top" align="center">0.665</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.823</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI11</td>
<td valign="top" align="center">0.772</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.450</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI12</td>
<td valign="top" align="center">0.788</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.621</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI13</td>
<td valign="top" align="center">0.743</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.056</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI14</td>
<td valign="top" align="center">0.716</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.948</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI15</td>
<td valign="top" align="center">0.719</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.840</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI2</td>
<td valign="top" align="center">0.696</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.743</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI3</td>
<td valign="top" align="center">0.656</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.245</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI4</td>
<td valign="top" align="center">0.690</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.224</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI5</td>
<td valign="top" align="center">0.706</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.168</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI6</td>
<td valign="top" align="center">0.696</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">2.029</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">OI8</td>
<td valign="top" align="center">0.673</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">1.792</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>HRM, human resource management; EBBE, employee brand-based equity; OI, organizational identity; BL, brand leadership; EBKD, employee brand knowledge dissemination.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>In order to test the significance of path coefficients, bootstrapping procedure was used as recommended by <xref ref-type="bibr" rid="B81">Sarstedt et al. (2017)</xref>. Nevertheless, specific guidelines proposed by <xref ref-type="bibr" rid="B77">Preacher and Hayes (2008)</xref> were also considered for mediation analysis. Furthermore, 5,000 bootstrap samples were considered as suggested by <xref ref-type="bibr" rid="B86">Streukens and Leroi-Werelds (2016)</xref>. This study&#x2019;s bootstrap re-sampling 5000 also shows 95% confidence interval as shown in <xref ref-type="table" rid="T2">Table 2</xref>. A confidence interval different from zero indicates a significant relationship.</p>
<sec id="S4.SS2.SSS1">
<title>Mediation Analysis</title>
<p>Mediation analysis was performed to assess the mediating effect of brand knowledge dissemination. This study adopts variance accounted for VAF approach for mediation analysis (<xref ref-type="bibr" rid="B7">An et al., 2021</xref>). The results revealed that brand knowledge dissemination partially mediated the relationship between HRM practices and EBBE as value of VIF &#x003E; 25. Similarly, the EBKD partially mediates the relationship of OI and EBBE as value of VAF &#x003E; 25. EBKD fully mediates the relationship of BL and EBBE as value of VAF &#x003E; 80 (see <xref ref-type="table" rid="T6">Table 6</xref>).</p>
<table-wrap position="float" id="T6">
<label>TABLE 6</label>
<caption><p>Indirect effects.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Structural paths</td>
<td valign="top" align="center">Direct effect (<italic>t</italic>-value)</td>
<td valign="top" align="center">Indirect effect (<italic>t</italic>-value)</td>
<td valign="top" align="center">Total effect (<italic>t</italic>-value)</td>
<td valign="top" align="center">VAF</td>
<td valign="top" align="left">Interpretation</td>
<td valign="top" align="left">Results</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">HRM - &#x003E; EBKD - &#x003E; EBBE</td>
<td valign="top" align="center">0.515 (12.997)</td>
<td valign="top" align="center">0.180 (3.826)</td>
<td valign="top" align="center">0.695 (16.222)</td>
<td valign="top" align="center">26</td>
<td valign="top" align="left">Partial mediation</td>
<td valign="top" align="left">H4, Supported</td>
</tr>
<tr>
<td valign="top" align="left">OI - &#x003E; EBKD - &#x003E; EBBE</td>
<td valign="top" align="center">0.310 (8.588)</td>
<td valign="top" align="center">0.254 (2.798)</td>
<td valign="top" align="center">0.564 (8.972)</td>
<td valign="top" align="center">45</td>
<td valign="top" align="left">Partial mediation</td>
<td valign="top" align="left">H5, Supported</td>
</tr>
<tr>
<td valign="top" align="left">BL - &#x003E; EBKD - &#x003E; EBBE</td>
<td valign="top" align="center">0.028 (0.662)</td>
<td valign="top" align="center">0.0350(3.621)</td>
<td valign="top" align="center">0.322 (0.821)</td>
<td valign="top" align="center">89</td>
<td valign="top" align="left">Full mediation</td>
<td valign="top" align="left">H6, Supported</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>HRM, human resource management; EBBE, employee brand-based equity; OI, organizational identity; BL, brand leadership, level of significance = 0.05.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="S5" sec-type="discussion">
<title>Discussion</title>
<p>This research was conducted to evaluate the firm-level challenges of internationalization in Chinese context. China is the leading country after the United States investing single-handedly in international trading. Therefore, it was necessary to find out the right practices which could lead to overcoming the issues of organizations working internationally. Certain direct and indirect relationships of factors contributing toward EBBE were studied in this research. The first hypothesis was about the relationship of HRM practices with EBBE. The hypothesis got accepted due to the fact that if proper human resource practices are followed in any organization, then it leads to the development of brand equity, and in case of employees of the respective organization getting proper human resources, then it leads to EBBE. Similar kind of results was also reported previously (<xref ref-type="bibr" rid="B8">Aurand et al., 2005</xref>).</p>
<p>In these circumstances, HRM is the most significant and sensitive of all management areas in the local and international environment (<xref ref-type="bibr" rid="B101">Zhang, 2022</xref>). The other direct relationship of organizational identity also proved that if there is a clear identification of brands among the employees, then it could also lead to the development of strong EBBE at the organizational level. Organizational identity is a psychological paradigm that refers to what employees consider to be fundamental, distinctive, and long-lasting about their company (<xref ref-type="bibr" rid="B5">Albert and Whetten, 1985</xref>). Transforming a firm&#x2019;s identity in internationalization scenario necessitates modifications to organizational members&#x2019; internal psychological structures and attitudes, which can lead to resistance and the inability to execute change (<xref ref-type="bibr" rid="B68">Nag et al., 2007</xref>). Similar kind of results was reported by <xref ref-type="bibr" rid="B60">Liu et al. (2020)</xref>, indicating that brand identity among employees directs the positive outcomes of EBBE.</p>
<p>They also found that if proper brand identity is prevalent among employees, then it has an influence on quality of physical facility which ultimately affects consumer-based brand equity as well. The other direct effects of brand leadership were also studied in this research which were not significant in developing EBBE among employees. The possible reason of such outcome lies in the fact that leadership is sometimes not directly related to working employees of lower cadre. This is due to the competition sense among the employees and leaders. Although some of the previous studies proved that brand leadership could lead to the development of employee-based brand citizenship behavior (<xref ref-type="bibr" rid="B83">Shaari et al., 2015</xref>), they could not develop an analogy between brand leadership and EBBE. In some of the cases, brand leadership provided significant roles in developing consumer-based brand equity.</p>
<p>Consumers&#x2019; sense of a brand&#x2019;s relative popularity as represented by brand knowledge and consumption is what popularity refers to. Consumers also wanted brand leadership to have a clear vision and to stay connected (<xref ref-type="bibr" rid="B4">Akbar et al., 2021</xref>; <xref ref-type="bibr" rid="B55">Khamwon and Sorataworn, 2021</xref>). The indirect and mediating role of brand knowledge dissemination proved its significance while mediating between HRM, organizational identity, brand leadership, and EBBE. All these hypotheses were accepted showing that if brand knowledge dissemination prevails in an organization, then it leads to enhanced EBBE. The direct relationship of brand leadership with EBBE was not significant, but mediation of brand knowledge dissemination provided anchorage in this relationship, indicating that with the help of brand knowledge dissemination from leadership to employees, it leads to the development of EBBE.</p>
<p>Employer branding contributes to employee behaviors and attitudes by delivering relevant and meaningful brand information. Furthermore, such psychological and cognitive shifts mean that workers transmit the brand value to customers as planned (<xref ref-type="bibr" rid="B14">Balemba Kanyurhi, 2016</xref>). Seemingly, it is critical to disseminate brand knowledge inside the corporate branding. Workers, for instance, are unable to convey an organization&#x2019;s brand identity to consumers lacking brand-related knowledge. Moreover, few stated that &#x201C;workers may feel directionless, grappling with understanding where, when, or to whom to devote their energy&#x201D; in the lack of brand awareness (<xref ref-type="bibr" rid="B103">Zulkepli et al., 2015</xref>).</p>
<sec id="S5.SS1">
<title>Managerial Contributions</title>
<p>Employee-based brand equity facilitates the employee to develop a sense of comparison between perceived cost and benefits which affect them in future. There is certain benefit for developing EBBE among the employees as this study provides valuable insights that organizations develop EBBE among their employee through the brand knowledge dissemination. Brand knowledge dissemination among the employees strengthens the EBBE which provide attractive package for employee for their services. Similarly, management should take valuable insights from this study, improve their HRM practices, and develop organizational identity and brand-oriented leadership which helps to strengthen the EBBE among the employees. Rigorous training and promotions are the effective ways for brand knowledge dissemination among the employees and other stakeholders, which ultimately leads to strengthening the EBBE.</p>
</sec>
<sec id="S5.SS2">
<title>Theoretical Contributions</title>
<p>This study contributes in the body of the literature in an effective way. EBKD mediates the relationship among HRM practices, organization identity, and brand leadership on employee brand-based equity which shows the importance of HRM practices, organizational identity, and brand leadership for strengthening the brand knowledge dissemination, which leads to EBBE. This study also theoretically contributes by finding that the brand knowledge dissemination among the employees fosters the employee brand-based equity which ultimately helps in reinforcing their organizational brand equity. This study provides valuable insights which help the research scholars and practitioners to further extend this area of study.</p>
</sec>
<sec id="S5.SS3">
<title>Limitations and Future Recommendations</title>
<p>Although several important significances are found, this study has some limitations. First, time horizon of this study was cross sectional as data were collected at once so in future studies should adopt longitudinal strategy for data collection. Second, this study adopts convenience sampling for data collection which may raise the issue for generalization of study, so future studies should adopt any rigorous sampling technique for data collection. Using self-reporting measures may also cause issue of biasness, polarity, and other motives among such measures. In order to subjugate these limitations, future research can opt for qualitative approach using interviews or can implement triangulation techniques for behavioral observations. Future studies can add some more constructs for the completion of study. Future studies can obtain data from multiple sectors to assess the generalizability of the model. Moreover, brand knowledge management can be added in the model as mediator or moderator.</p>
</sec>
</sec>
<sec id="S6" sec-type="conclusion">
<title>Conclusion</title>
<p>One belt, one road initiative has been implemented during the second decade of 2000. The core objective of this initiative is economic integration, increasing China&#x2019;s commercial viability, and creating opportunities for local businesses to become internalized. China&#x2019;s ambition is to develop the world&#x2019;s biggest campaign to showcase business and financial links with the entire world under its auspices. However, Chinese firms and businesses may be exposed to several challenges of internalization. In this scenario, effective HRM is playing a vital role in addressing the local and international issues faced by the organization. The novel contribution of this current research is to explore the internalization challenges faced at the organizational level due to the one belt, one road initiative. Drawing on the resource-based view theory, this study holds the view that effective HRM practices, organizational identity, and brand leadership are the strategic resources for any organization which helps them to create employee brand-based equity. This study also explores the indirect effect of brand knowledge dissemination among the HRM practices practice, organizational identity, and brand leadership on employee brand-based equity. The results of this study demonstrate that HRM practices and organizational identity have a direct influence on employee brand-based equity. However, the direct impact of brand leadership on the employee brand-based equity was found insignificant. Moreover, the results reveal that brand knowledge dissemination mediates the relationship between brand leadership and employee brand-based equity which depicts that brand leadership indirectly impacts brand-based equity through brand knowledge dissemination. Brand knowledge dissemination also mediates the relationship between HRM practice and organizational identity on employee brand-based equity. It is suggested from the finding of this study that organization management and policymakers should develop a rigorous strategy to ensure effective HRM practices. Organizational identity develops among the employees through conducting seminars and training. Knowledge management practices should be implemented in the organization to foster brand knowledge dissemination in the organizational environment.</p>
</sec>
<sec id="S7" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="S8">
<title>Author Contributions</title>
<p>XW was conceived and designed the concept, collected the data, wrote the manuscript, and read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The author declares 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="pudiscl1" 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>
</body>
<back>
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