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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2021.759207</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>Modeling of the Impact of the Credibility of the Destination Endorser on the Place Attachment of Potential Tourists</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Shang</surname> <given-names>Ziye</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1443474/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Luo</surname> <given-names>Jian Ming</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1094216/overview"/>
</contrib>
</contrib-group>
<aff><institution>Faculty of International Tourism and Management, City University of Macau, Macao</institution>, <addr-line>Macau SAR</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Haywantee Ramkissoon, University of Derby, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Vasco Santos, Seville University, Spain; Ju Yeon Kim, Soongsil University, South Korea</p></fn>
<corresp id="c001">&#x002A;Correspondence: Jian Ming Luo, <email>kenny.luo@connect.polyu.hk</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Personality and Social Psychology, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>759207</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Shang and Luo.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Shang and Luo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Place attachment has been identified as effective marketing strength to enhance destination competitiveness. However, little research explored the formation mechanism of the place attachment of potential tourists and the role of celebrity endorsers. This study aims to identify the influence mechanism of the credibility of endorsers on place attachment. Various theories from different research fields were introduced to explore the mediating effect of destination attitude, para-social relationships, and destination source credibility between endorser credibility and the place attachment of potential tourists. The famous destination endorser in China, Tenzin, was chosen as the case. A quantitative method was adopted. The research model was examined by a survey sampling size of 367 respondents. The covariance-based structural equation model analysis revealed that the credibility of the endorser exerts a positive influence on the destination attitude of potential tourists, para-social relationship with the endorser, and destination source credibility. These three constructs have a positive effect on their place attachment. The results showed that the credibility of the endorser has a significant indirect influence on place attachment. This study extends the current literature of forming the place attachment of potential tourists from the perspective of the personal characteristics of the destination endorser. The findings shed light on how the credibility of the endorser could form place attachment through enhancing the destination attitude, credibility, and para-social relationships of potential tourists. This study provides several practical implications for destination marketing.</p>
</abstract>
<kwd-group>
<kwd>place attachment</kwd>
<kwd>endorser credibility</kwd>
<kwd>destination attitude</kwd>
<kwd>para-social relationship</kwd>
<kwd>destination source credibility</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="116"/>
<page-count count="14"/>
<word-count count="12035"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="S1">
<title>Introduction</title>
<p>The increasing competition of destinations leads to the homogeneity of both tangible and intangible attributes among them (<xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>; <xref ref-type="bibr" rid="B113">Zhang et al., 2020</xref>). Facing such a marketing context, place attachment, one of the main concepts in environmental psychology, has attracted the wide attention of tourism research (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>). From the tourist perspective, it refers to the positive bond between tourist and destination (<xref ref-type="bibr" rid="B94">Tsai, 2012</xref>), which reflects the multiple meanings the tourists ascribe to the destination (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>). Considering the critical role of place attachment on the behavior intention of tourists, revisit intention (<xref ref-type="bibr" rid="B64">Majeed and Ramkissoon, 2020</xref>), place satisfaction (<xref ref-type="bibr" rid="B73">Ramkissoon et al., 2013</xref>), and destination loyalty (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>), prior studies deemed forming the place attachment of tourists as a distinctive tourism marketing strength to enhance the destination competitiveness (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>). Many prior researchers postulated the individual place attachment derived from long-term experience with the environment (<xref ref-type="bibr" rid="B104">Woosnam et al., 2018</xref>; <xref ref-type="bibr" rid="B96">Vada et al., 2019</xref>). Factors such as the attractiveness of the destination, experience of tourists, motivation, and service interactions have been identified as antecedents of the place attachment of tourists (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>). Corresponding to this post-visit perspective, another stream of studies proposed that place attachment could be fostered without enduring experience and even before the individual actually arrives at the destination. Few studies started to focus on the antecedents of the place attachment of potential tourists. The role of narrative transportation of song or film related to a destination as well as the physical elements of destinations familiarized by tourists has been identified as antecedents that could foster the place attachment of potential tourists (<xref ref-type="bibr" rid="B16">Cheng and Kuo, 2015</xref>; <xref ref-type="bibr" rid="B13">Chen, 2018</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2019</xref>; <xref ref-type="bibr" rid="B40">Hosany et al., 2020</xref>).</p>
<p>Compared with the extensive research on the place attachment of prior tourists, a need remains to further explore the formation mechanism of the place attachment potential tourists (<xref ref-type="bibr" rid="B16">Cheng and Kuo, 2015</xref>). The celebrity endorser is an effective way for destination marketing to capture the attention of potential tourists and act as a differentiator (<xref ref-type="bibr" rid="B97">van der Veen, 2008</xref>). Prior studies revealed that the celebrity endorser would be more effective in forming the attitude of audiences and facilitating their visit intention than generic advertisements (<xref ref-type="bibr" rid="B77">Roy et al., 2021</xref>). Although the role of the attributes or personality of celebrity endorsers on destination image and visit intention has attracted extensive scholarly attention (<xref ref-type="bibr" rid="B59">Lee et al., 2008</xref>; <xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>; <xref ref-type="bibr" rid="B110">Yen and Teng, 2015</xref>; <xref ref-type="bibr" rid="B107">Xu and Pratt, 2018</xref>; <xref ref-type="bibr" rid="B53">Kim et al., 2019</xref>), its influence on generating the place attachment of potential tourists are relatively lacking (<xref ref-type="bibr" rid="B13">Chen, 2018</xref>). More specifically, the persuasive role of the credibility of endorsers has been identified in the marketing field and destination marketing context (<xref ref-type="bibr" rid="B97">van der Veen, 2008</xref>; <xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>). However, the advantage of a credible endorser on forming the place attachment of potential tourists requires further research.</p>
<p>This study aims to explore the mechanism of a credible destination endorser to forming the place attachment of potential tourists. Attitude and personal relationships are significant concepts in social psychology (<xref ref-type="bibr" rid="B28">Gawronski, 2007</xref>; <xref ref-type="bibr" rid="B92">Thibaut and Kelley, 2017</xref>). The objectives of this study are (1) to explore the relationship between the credibility and place attachment of a celebrity endorser; (2) to verify the mediation role of destination attitude of potential tourists, para-social relationships and destination source credibility in this relationship; and (3) to offer some practical implications for destination managers. Combined with prior empirical findings, trust transfer theory (<xref ref-type="bibr" rid="B84">Strub and Priest, 1976</xref>), uncertainty reduction theory (<xref ref-type="bibr" rid="B8">Berger and Calabrese, 1974</xref>), and source credibility model (<xref ref-type="bibr" rid="B42">Hovland and Weiss, 1951</xref>) are introduced to establish the theoretical model. From these theoretical perspectives, the credibility of the endorser may change the attitude of potential tourists toward a destination, foster their para-social relationships and enhance their perception of destination source credibility, which in turn formats place attachment before they actually arrive.</p>
<p>The significance of this study is threefold: Firstly, prior studies mainly focused on the formation of place attachment after tourists visit the destination (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>), few studies have investigated the formation mechanism of the place attachment of potential tourists. Secondly, the role of the characteristics of destination endorsers on forming place attachment received little academic attention, this study would extend the literature of this realm. Thirdly, this study combines various theories: trust transfer theory, uncertainty reduction theory, and source credibility theory to attempt to provide a comprehensive view of the formation mechanism of tourists. Overall, this study would advance our understanding of the role of destination endorsers on the place attachment of potential tourists by exploring the influence mechanism of the credibility of endorsers and the mediation role of the attitude, destination credibility, and para-social relationship of tourists.</p>
</sec>
<sec id="S2">
<title>Literature Review</title>
<sec id="S2.SS1">
<title>Celebrity Endorser in Destination Marketing</title>
<p>Celebrity endorser refers to &#x2018;the individual who enjoys public recognition and who uses this recognition on behalf of a consumer good by appearing with it in an advertisement&#x2019; (<xref ref-type="bibr" rid="B66">McCracken, 1989</xref>). The media personas such as pop stars, politicians, athletes, or social CEOs are traditional celebrities. Following the definition, the individual who becomes famous on social media platforms can also be defined as a celebrity in the web 2.0 age (<xref ref-type="bibr" rid="B108">Yang, 2018</xref>).</p>
<p>In the field of tourism, previous studies explored the role of destination endorsers in destination marketing from two perspectives. One perspective views the attributes of the endorser. <xref ref-type="bibr" rid="B77">Roy et al. (2021)</xref> revealed the possible impact of celebrity country of origin on the attitude and intention of tourists. <xref ref-type="bibr" rid="B31">Glover (2009)</xref> argued that the celebrity image may influence the destination awareness and decision making of tourists. <xref ref-type="bibr" rid="B107">Xu and Pratt (2018)</xref> explored the relationship among endorser&#x2013;destination congruence, endorser&#x2013;tourist congruence, attitude toward a destination and visit intention. <xref ref-type="bibr" rid="B80">Schoner-Schatz et al. (2021)</xref> verified that a smiling endorser in social media content more likely evoke the visit intention of tourists and their recommendation compared with non-smiling endorsers. In addition, some studies focus on the effect of the credibility of the destination endorser on the attitude toward a destination, destination image, awareness, perceived quality, brand passion, or brand love (<xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>; <xref ref-type="bibr" rid="B54">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Gilal et al., 2020</xref>; <xref ref-type="bibr" rid="B50">Kim and Chen, 2020</xref>; <xref ref-type="bibr" rid="B113">Zhang et al., 2020</xref>). The second perspective focuses on the characteristics of tourists. <xref ref-type="bibr" rid="B65">McCartney and Pinto (2014)</xref> revealed that the effect of destination endorsers on the decision making of tourists may vary with the demographic characteristics of tourists. <xref ref-type="bibr" rid="B77">Roy et al. (2021)</xref> found that the country of origin of tourists may influence the effect of the endorser on their decision making. <xref ref-type="bibr" rid="B31">Glover (2009)</xref> believed that the self-image of tourists may influence their destination awareness and decision making. <xref ref-type="bibr" rid="B110">Yen and Teng (2015)</xref> found that the celebrity involvement of tourists positively influences their perceived value of film scene and visit intention. Combined with para-social interaction theory and balance theory, <xref ref-type="bibr" rid="B88">Su et al. (2011)</xref> found that the para-social relationship of audiences with celebrities is positively related to their attitude toward a destination.</p>
<p>Despite the extensive investigation on the role of endorsers, few studies have explored their effect on place attachment. <xref ref-type="bibr" rid="B54">Kim et al. (2018)</xref> showed how the local celebrities of a destination influence the place attachment of tourists by enhancing brand awareness, perceived quality, and brand image. <xref ref-type="bibr" rid="B13">Chen (2018)</xref> found that the involvement of tourists with celebrities positively influences their destination image and their place attachment. However, the formation of the place attachment of potential tourists continues to lack attention. <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref> explored how the credibility of endorsers and the para-social relationships of tourists influence tourist destination brand love. In this study, we explore how the credibility of celebrity endorsers influences the place attachment of potential tourists by enhancing the destination attitude, para-social relationship, and destination source credibility of potential tourists.</p>
</sec>
<sec id="S2.SS2">
<title>Endorser Credibility and Destination Source Credibility</title>
<p>Credibility refers to the believability of information and/or its source (<xref ref-type="bibr" rid="B41">Hovland et al., 1953</xref>). In tourism research, prior studies explored the source credibility of online information (<xref ref-type="bibr" rid="B106">Xie et al., 2011</xref>; <xref ref-type="bibr" rid="B6">Ayeh et al., 2013</xref>; <xref ref-type="bibr" rid="B5">Ayeh, 2015</xref>; <xref ref-type="bibr" rid="B90">Tan and Chang, 2016</xref>; <xref ref-type="bibr" rid="B19">Dedeoglu, 2019</xref>), destination endorser, or the credibility of celebrities (<xref ref-type="bibr" rid="B54">Kim et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Kim and Chen, 2020</xref>; <xref ref-type="bibr" rid="B113">Zhang et al., 2020</xref>), as well as destination source credibility (<xref ref-type="bibr" rid="B99">Veasna et al., 2013</xref>; <xref ref-type="bibr" rid="B30">Girish et al., 2020</xref>; <xref ref-type="bibr" rid="B48">Jim&#x00E9;nez-Barreto et al., 2020</xref>). In this study, we focus on the latter two concepts.</p>
<p>Endorser credibility refers to the extent to which the endorser is perceived as possessing expertise relevant to the communication topic and can be trusted to provide an objective opinion on the subject (<xref ref-type="bibr" rid="B32">Goldsmith et al., 2000</xref>). In other words, credibility reflects the influence of the positive characteristics of endorsers on the acceptance of relevant information of the receivers (<xref ref-type="bibr" rid="B69">Ohanian, 1990</xref>). Physical attractiveness, trustworthiness, and expertise are the three basic sub-dimensions of credibility identified in previous studies. Physical attractiveness can be defined as the tendency or predisposition of the receiver to evaluate the physical attributes of endorsers in a positive way (<xref ref-type="bibr" rid="B9">Berscheid and Hatfield, 1969</xref>). Trustworthiness reflects the level of honesty and integrity of endorsers. Expertise refers to the extent to which an endorser is perceived to have competence and knowledge (<xref ref-type="bibr" rid="B67">McGinnies and Ward, 1980</xref>). Previous studies introduced various theories to explain the role of the credibility of endorsers on destination marketing. From the source credibility model perspectives, <xref ref-type="bibr" rid="B98">Van der Veen and Song (2014)</xref> explored how the perceived credibility of the endorser in print advertisements influences the destination attitude of receivers and the indirect effect on visit intention. Based on balance theory and direct effect transfer model, <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref> constructed the relationships among the credibility of celebrities, the para-social relationships of tourists with celebrities, and their destination brand love. The positive impact of credibility on destination brand love was tested. In the lens of symbolic communication theory, <xref ref-type="bibr" rid="B54">Kim et al. (2018)</xref> verified the relationships among the credibility of endorsers, festival brand awareness, perceived quality, and festival brand image. By introducing the meaning transfer model, <xref ref-type="bibr" rid="B50">Kim and Chen (2020)</xref> explored the influence of the credibility of religious celebrities on the destination image and attachment of visitors. <xref ref-type="bibr" rid="B29">Gilal et al. (2020)</xref> verified the positive role of endorsers on brand passion.</p>
<p>Destination source credibility can be defined as the extent to which an individual believes the willingness and capability of destination management to deliver its promises related to the destination (<xref ref-type="bibr" rid="B99">Veasna et al., 2013</xref>). This concept is based on brand credibility derived from the brand signaling theory (<xref ref-type="bibr" rid="B22">Erdem and Swait, 1998</xref>). Prior studies in the marketing field believed that brand credibility is vital in brand choice under the asymmetric information of markets (<xref ref-type="bibr" rid="B23">Erdem and Swait, 2004</xref>). In tourism research, few studies explored the impact of destination source credibility. <xref ref-type="bibr" rid="B99">Veasna et al. (2013)</xref> found that higher destination source credibility could enhance the destination image of tourists and their place attachment. <xref ref-type="bibr" rid="B20">del Barrio-Garcia and Prados-Pe&#x00F1;a (2019)</xref> verified the positive effect of destination brand extension credibility on the perception of brand equity of tourists. From a pre-visit perspective, previous research found that online destination brand credibility may positively influence the behavioral intention of users toward the destination. Given the important impact of destination source credibility, prior studies also identified some of its antecedents. In a heritage tourism context, <xref ref-type="bibr" rid="B20">del Barrio-Garcia and Prados-Pe&#x00F1;a (2019)</xref> explored how the destination brand extension authenticity influences credibility. Focused on an online destination, <xref ref-type="bibr" rid="B48">Jim&#x00E9;nez-Barreto et al. (2020)</xref> verified the positive influence of online experience on online destination credibility. To the best of our knowledge, the influence of the credibility of the destination endorser on destination source credibility remains unknown.</p>
</sec>
<sec id="S2.SS3">
<title>Destination Attitude</title>
<p>The concept of attitude refers to an overall evaluation of a psychological object (<xref ref-type="bibr" rid="B2">Ajzen, 2001</xref>). The attitude of tourists toward a destination reflects their level of favorable evaluation or appraisal of a certain destination (<xref ref-type="bibr" rid="B1">Ajzen, 1991</xref>; <xref ref-type="bibr" rid="B45">Jalilvand et al., 2012</xref>). Tourist attitude has been recognized as a crucial factor of travel decisions of tourists (<xref ref-type="bibr" rid="B44">Jalilvand and Samiei, 2012</xref>; <xref ref-type="bibr" rid="B81">Shin et al., 2022</xref>). In terms of the determinants of tourist attitude, previous studies explored the tourist and destination perspectives. For example, the motivation (<xref ref-type="bibr" rid="B70">Pereira et al., 2019</xref>), beliefs (<xref ref-type="bibr" rid="B58">Lam and Hsu, 2006</xref>) and destination image of tourists; the personality of the destination (<xref ref-type="bibr" rid="B82">Souiden et al., 2017</xref>); and perceived value (<xref ref-type="bibr" rid="B61">Lee et al., 2014</xref>) have been verified as a predictor of tourist attitude. Apart from the two perspectives, some studies also identified the role of other sources. For instance, the attitude of users toward websites (<xref ref-type="bibr" rid="B91">Tang et al., 2012</xref>), electronic word of mouth (<xref ref-type="bibr" rid="B44">Jalilvand and Samiei, 2012</xref>), and source credibility (<xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>) have been proven to be a predictor of tourist attitude toward a destination.</p>
</sec>
<sec id="S2.SS4">
<title>Para-Social Relationships</title>
<p>The concept of para-social relationships (PSR) is derived from para-social interaction theory, which proposes that the media audience could develop an imagined intimacy with the media persona through one-sided interaction controlled by the media persona (<xref ref-type="bibr" rid="B39">Horton and Richard Wohl, 1956</xref>). The initial focus of this theory is the persona in mass media, such as newscaster (<xref ref-type="bibr" rid="B79">Rubin and McHugh, 1987</xref>), performer (<xref ref-type="bibr" rid="B95">Turner, 1993</xref>) on television, or host (<xref ref-type="bibr" rid="B78">Rubin and Step, 2000</xref>) on the radio. The theory postulates that the viewer would generate an illusion of social interaction through the appearance of the media persona, gestures, and voice communicated by media (<xref ref-type="bibr" rid="B39">Horton and Richard Wohl, 1956</xref>). In the age of web 1.0, the theory further developed in the context of website media. <xref ref-type="bibr" rid="B38">Hoerner (1999)</xref> proposed that corresponding to the social cues of the media persona, the website could also elicit an illusion of social interaction through the tone of narrative text, picture presentations, or design metaphor. The theory is then wildly introduced in the context of web 2.0. The role of PSR with persona was identified in various social media types, such as blogger (<xref ref-type="bibr" rid="B93">Thorson and Rodgers, 2006</xref>), vlogger (<xref ref-type="bibr" rid="B43">Hwang and Zhang, 2018</xref>), brand page (<xref ref-type="bibr" rid="B57">Labrecque, 2014</xref>), and online community (<xref ref-type="bibr" rid="B116">Zheng et al., 2020</xref>).</p>
<p>In the field of tourism, previous studies explored the role of PSR from various perspectives. Focusing on the benefits and behavior of tourists, <xref ref-type="bibr" rid="B51">Kim and Kim (2017)</xref> explored how the PSR of elderly users with tourism websites affects their well-being and word-of-mouth (WOM). <xref ref-type="bibr" rid="B17">Choi et al. (2019)</xref> explained the influence of the PSR of online travel community users on their community satisfaction and travel satisfaction. <xref ref-type="bibr" rid="B111">Y&#x0131;lmazdo&#x011F;an et al. (2021)</xref> revealed that the PSR of viewers with social media influencers may influence their travel intention. From tourism company branding perspectives, <xref ref-type="bibr" rid="B60">Lee and Lee (2017)</xref> tested the relationships between the PSR of users with hotel brand through the social media platform and their self-brand connection and brand usage intention. Similarly, previous studies have identified the roles of PSR on tourism company brand identification and the citizenship behavior of consumers (<xref ref-type="bibr" rid="B52">Kim and Kim, 2018</xref>; <xref ref-type="bibr" rid="B109">Ye et al., 2021</xref>). From destination marketing perspectives, <xref ref-type="bibr" rid="B88">Su et al. (2011)</xref> found that the PSR of viewers with TV characters and their attitude toward the characters are related to destination attitude in a highly perceived cultural proximity context based on balance theory. Similarly, based on balance theory, <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref> revealed that the PSR of viewers with a celebrity may positively influence their destination brand love.</p>
</sec>
<sec id="S2.SS5">
<title>Place Attachment</title>
<p>The concept of place attachment derived from attachment theory initially focused on emotional bonding between humans (<xref ref-type="bibr" rid="B11">Bowlby, 1969</xref>). In environmental psychology, place attachment refers to the emotional bonding between individuals and places (<xref ref-type="bibr" rid="B63">Low and Altman, 1992</xref>; <xref ref-type="bibr" rid="B37">Hidalgo and Hernandez, 2001</xref>). Some studies proposed that the long-term experience of an individual of the physical and social aspects of a place (<xref ref-type="bibr" rid="B72">Ramkissoon et al., 2018</xref>; <xref ref-type="bibr" rid="B74">Ramkissoon, 2020</xref>), such as biology, environment, psychology, and sociocultural context of the place, develops their place attachment (<xref ref-type="bibr" rid="B63">Low and Altman, 1992</xref>; <xref ref-type="bibr" rid="B86">Stylidis, 2018</xref>; <xref ref-type="bibr" rid="B104">Woosnam et al., 2018</xref>). However, another line of studies argued that individuals could develop an attachment toward a place before they arrive there (<xref ref-type="bibr" rid="B26">Feldman, 1990</xref>; <xref ref-type="bibr" rid="B10">Blake, 2002</xref>), which emphasizes the role of the secondary source on place attachment (<xref ref-type="bibr" rid="B7">Beckley et al., 2007</xref>).</p>
<p>In tourism research, most studies explored the place attachment of residents (<xref ref-type="bibr" rid="B85">Strzelecka et al., 2017</xref>; <xref ref-type="bibr" rid="B74">Ramkissoon, 2020</xref>), tourists (<xref ref-type="bibr" rid="B46">Jiang et al., 2017</xref>; <xref ref-type="bibr" rid="B3">Aleshinloye et al., 2020</xref>), or employees (<xref ref-type="bibr" rid="B87">Stylidis, 2020</xref>) in the post-experience context. Research scarcely focuses on this concept in the pre-visit context. <xref ref-type="bibr" rid="B15">Chen et al. (2019)</xref> revealed that the listener may develop destination attachment through transportation of songs related to the destination. <xref ref-type="bibr" rid="B16">Cheng and Kuo (2015)</xref> found that the familiarity of destination elements for first-visit tourists has a positive relationship with their destination attachment. For destination marketing, <xref ref-type="bibr" rid="B13">Chen (2018)</xref> explored the positive influence of the celebrity involvement of audiences on their place attachment. <xref ref-type="bibr" rid="B40">Hosany et al. (2020)</xref> proposed that the potential tourist could develop a destination attachment through media persona.</p>
</sec>
<sec id="S2.SS6">
<title>Hypothesis Development</title>
<sec id="S2.SS6.SSS1">
<title>Endorser Credibility and Destination Attitude</title>
<p>The source credibility model (<xref ref-type="bibr" rid="B42">Hovland and Weiss, 1951</xref>) is one of the celebrity endorsement strategy models proposed by previous marketing research. This theory postulates that the credibility of endorsers could influence the beliefs, attitudes, and behaviors of receivers toward the endorsed objects. The mechanism underlying this process is the internalization of the receivers, which means the endorser-induced source is congruent with the value structure of the receivers and thus has intrinsic rewards for them (<xref ref-type="bibr" rid="B49">Kelman, 1958</xref>; <xref ref-type="bibr" rid="B24">Erdogan, 1999</xref>). Therefore, the higher the credibility of the destination endorser, the more positive the attitude of the receiver toward the destination.</p>
<p>In the marketing field, earlier research has verified this hypothesis relationship. For example, <xref ref-type="bibr" rid="B56">La Ferle and Choi (2005)</xref> found that the credibility of celebrity endorsers could positively influence the attitude of consumers toward the product under experimental research. In the field of tourism, little research empirically verified this relationship. <xref ref-type="bibr" rid="B98">Van der Veen and Song (2014)</xref> tested the relationship between attractiveness, believability (i.e., trustworthiness and expertise) of print advertisement and the attitude of tourists toward destinations. The results showed that only the source attractiveness has a significantly positive influence on this attitude. <xref ref-type="bibr" rid="B101">Wang et al. (2017)</xref> found that the credibility of endorsers has a positive influence on the airline brand attitude of consumers. Similarly, <xref ref-type="bibr" rid="B102">Wang and Scheinbaum (2018)</xref> revealed that the attractiveness and trustworthiness of endorsers positively influence the attitude of passengers toward airline brands. Based on the above theory and empirical evidence, we proposed that</p>
<list list-type="simple">
<list-item><p>H1: The credibility of the destination endorser has a positive influence on the attitudes of potential tourists toward a destination.</p>
 </list-item>
</list>
</sec>
<sec id="S2.SS6.SSS2">
<title>Endorser Credibility and Para-Social Relationships</title>
<p>Previous studies have found contrary findings on the relationship between endorser credibility and PSR. Some studies argued that the para-social relationships may positively influence endorser/source credibility (<xref ref-type="bibr" rid="B75">Reinikainen et al., 2020</xref>). By contrast, other studies verified a significant influence of credibility on para-social relationships (<xref ref-type="bibr" rid="B112">Yuan et al., 2016</xref>). This study explains this relationship from the uncertainty reduction theory (URT) (<xref ref-type="bibr" rid="B8">Berger and Calabrese, 1974</xref>) perspective. The URT could support the positive influence of endorser credibility on PSR. According to this theory, the development of interpersonal relationships goes through three stages, and the initial stage is crucial in this process. The theory postulates that the primary concern in the initial stage is to reduce the uncertainty and thus enhance the predictability between two strangers. The lower levels of uncertainty toward others, the higher levels of liking between communicators. As mentioned above, credibility reflects the extent to which the receiver perceived that the endorser can be trusted and possesses the expertise on the relevant topic. Therefore, the higher the level of credibility of the endorser, the lower the level of the uncertainty of audiences toward the endorser, and the more likely the receiver develops intimacy toward the endorser.</p>
<p>Apart from the theoretical support, previous studies also provided empirical evidence. <xref ref-type="bibr" rid="B112">Yuan et al. (2016)</xref> showed how the credibility of sports stars may influence the PSR of consumers with an endorsed sports brand. <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref> found that the three sub-dimensions of credibility significantly influence the PSR of receivers with a celebrity. In the social media context, <xref ref-type="bibr" rid="B111">Y&#x0131;lmazdo&#x011F;an et al. (2021)</xref> proved the same result. Based on the above theoretical perspective and empirical evidence,</p>
<list list-type="simple">
<list-item><p>H2: The credibility of the endorser has a positive impact on the para-social relationship of potential tourists with the endorser.</p>
 </list-item>
</list>
</sec>
<sec id="S2.SS6.SSS3">
<title>Endorser Credibility and Destination Source Credibility</title>
<p>Trust transfer theory (TTT) (<xref ref-type="bibr" rid="B84">Strub and Priest, 1976</xref>) postulated that an individual (i.e., trustor) trust in one source may be transferred to other difference unknown but related sources through communication and cognitive processes (<xref ref-type="bibr" rid="B84">Strub and Priest, 1976</xref>; <xref ref-type="bibr" rid="B83">Stewart, 2003</xref>). This theory argues that an entity could provide to a trustor a definition of the other unknown target as trustworthy and the trustor accepts or rejects its definition on the basis of his trust for the judgment of this entity (<xref ref-type="bibr" rid="B84">Strub and Priest, 1976</xref>; <xref ref-type="bibr" rid="B83">Stewart, 2003</xref>). The trust transfer process relies on the unknown entity being perceived by a trustor as having a relationship with the trusted entity. This relation between trusted and unknown entities is based on the perception of similarity, proximity or common fate of a trustor between these entities (<xref ref-type="bibr" rid="B12">Campbell, 1958</xref>; <xref ref-type="bibr" rid="B83">Stewart, 2003</xref>). As mentioned above, credibility refers to the believability of information and/or its source. From the TTT perspective, the destination endorser is highly related to the endorsed destination. Therefore, the credibility of the destination endorser perceived by potential tourists (i.e., trustors) could be transferred to the endorsed destination source credibility. Therefore, the higher the credibility of the destination endorser, the higher the destination source credibility.</p>
<p>Some empirical studies have tested the trust transfer mechanism. In the context of electronic commerce, <xref ref-type="bibr" rid="B14">Chen et al. (2015)</xref> verified that the trust of consumers in electronic commercial platforms positively influences their trust in the seller. Similarly, <xref ref-type="bibr" rid="B105">Xiao et al. (2018)</xref> found that the trust of consumers in the Internet has a positive influence on their trust in O2O platforms, which in turn has a positive effect on their trust in merchants. In tourism research, few studies explored the trust transfer mechanism. <xref ref-type="bibr" rid="B61">Lee et al. (2014)</xref> verified the mechanism of the attitude of attendants toward the influence of Mega events on their attitude toward the hosting destination from the TTT perspective. Based on the above theoretical perspective and empirical evidence,</p>
<list list-type="simple">
<list-item><p>H3: The credibility of the destination endorser has a positive influence on destination source credibility.</p>
 </list-item>
</list>
</sec>
<sec id="S2.SS6.SSS4">
<title>Destination Attitude and Place Attachment</title>
<p><xref ref-type="bibr" rid="B76">Reitsamer et al. (2016)</xref> argued that the concept of destination attachment reflects the perceived value and identification of the destination of tourists and proposed that the cognitive evaluation of tourists of the destination provides the potential of changing their attachment orientation. Their study results showed that the attitude of tourists toward the destination positively influences their place attachment. <xref ref-type="bibr" rid="B71">Prayag et al. (2018)</xref> believed that the attitude was an antecedent to place attachment because the attitude toward an object could elicit positive feelings toward it. The finding verified their hypothesis. Specifically, from the potential tourist perspective, <xref ref-type="bibr" rid="B15">Chen et al. (2019)</xref> found that the attitude of potential tourists toward a destination positively influences their place attachment. Therefore, we propose that</p>
<list list-type="simple">
<list-item><p>H4: The attitude of tourists toward the endorsed destination positively influences their place attachment.</p>
 </list-item>
</list>
</sec>
<sec id="S2.SS6.SSS5">
<title>Para-Social Relationship and Place Attachment</title>
<p><xref ref-type="bibr" rid="B25">Farnum et al. (2005)</xref> proposed that the interaction between the individual and the destination is stronger on the psychological level than the physical level, which implies the role of secondary source on the development of place attachment (<xref ref-type="bibr" rid="B7">Beckley et al., 2007</xref>). From the transportation theory perspective (<xref ref-type="bibr" rid="B33">Green and Brock, 2000</xref>), the attachment of audiences to media persona is critical to their narrative-based belief change. For destination marketing, <xref ref-type="bibr" rid="B40">Hosany et al. (2020)</xref> argued that media persona acts as meaning informants through which the audience could develop attachment toward media settings (e.g., destination) through the para-social interaction with media persona. Prior empirical research found that the celebrity involvement of audiences positively influences their place attachment (<xref ref-type="bibr" rid="B13">Chen, 2018</xref>). Similarly, <xref ref-type="bibr" rid="B103">Wong and Lai (2015)</xref> proved that the positive effect of the celebrity attachment of audiences on their attachment toward the film destination. Recently, <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref> found that the PSR has a positive influence on the destination brand love of both potential and previous tourists. Therefore, we propose that</p>
<list list-type="simple">
<list-item><p>H5: The PSR of potential tourists with the destination endorser may positively influence their place attachment.</p>
 </list-item>
</list>
</sec>
<sec id="S2.SS6.SSS6">
<title>Destination Source Credibility and Place Attachment</title>
<p><xref ref-type="bibr" rid="B99">Veasna et al. (2013)</xref> investigated the relationship between destination source credibility and the place attachment of tourists. Based on self-congruity theory, the study argued that destination source credibility plays a critical role in building the feelings of tourists toward a destination. Given that destination attachment reflects the positive feelings of tourists and emotional connection with a destination, <xref ref-type="bibr" rid="B99">Veasna et al. (2013)</xref> believed that tourists could be attached to a reliable and credible destination. The results showed that destination source credibility positively affects the place attachment of tourists. <xref ref-type="bibr" rid="B94">Tsai (2012)</xref> showed that the higher the trust of tourists in the destination, the higher place dependence and affective attachment they have toward the destination. Similarly, <xref ref-type="bibr" rid="B89">Su et al. (2018)</xref> found that the destination reputation has a positive influence on the place attachment of tourists. Based on prior empirical findings, we propose that</p>
<list list-type="simple">
<list-item><p>H6: The destination source credibility may positively influence place attachment.</p>
 </list-item>
</list>
<p>Based on the theoretical perspectives and prior empirical findings, the corresponding hypotheses are proposed, and <xref ref-type="fig" rid="F1">Figure 1</xref> presents the research model.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>CE = destination endorser credibility; DA = destination attitude; PSR = para-social relationship; DSC = destination source credibility; PA = place attachment.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-12-759207-g001.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="S3">
<title>Research Methods</title>
<sec id="S3.SS1">
<title>Destination Endorser Selection</title>
<p>The Chinese ministry of culture and tourism has recognized the role of social media influencers on rural tourism development (<xref ref-type="bibr" rid="B47">Jiao, 2020</xref>). Tenzin becomes one of the most famous destination endorsers in China, when his handsome and innocent smile in his first short video published on the Douyin platform in 2020 left a good impression on audiences (<xref ref-type="bibr" rid="B114">Zhang, 2020</xref>; <xref ref-type="bibr" rid="B115">Zhao, 2020</xref>). As of March 18, 2021, his social media account such as Sina Weibo, one of the most popular social media platforms in China (<xref ref-type="bibr" rid="B18">CNNIC, 2020</xref>), has over 1.68 million<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> followers. According to the statistics of the Ctrip and the Qunar, two of the Chinese travel platforms, the number of searches for the endorsed destination (i.e., LiTang) and hotel booking shot up rapidly after his first video was released (<xref ref-type="bibr" rid="B62">Leng, 2020</xref>; <xref ref-type="bibr" rid="B115">Zhao, 2020</xref>). The Chinese ministry of culture and tourism has recognized the &#x201C;Tenzin effect&#x201D; on tourism recovery (<xref ref-type="bibr" rid="B34">Guan, 2020</xref>). A local state-owned corporation now hires Tenzin to endorse local tourism (<xref ref-type="bibr" rid="B115">Zhao, 2020</xref>). Considering that Tenzin has compelling public fame and is the local resident of the endorsed destination, it could facilitate a more favorable audience response (<xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>; <xref ref-type="bibr" rid="B113">Zhang et al., 2020</xref>; <xref ref-type="bibr" rid="B77">Roy et al., 2021</xref>). Therefore, Tenzin was chosen as the case.</p>
</sec>
<sec id="S3.SS2">
<title>Measurement Scales and Questionnaire</title>
<p>The measurement scales in the current research were adapted from previous research to conduct a questionnaire survey with Chinese respondents. Prior studies have verified the reliability and validity of the scales. The items were translated following the back-to-back translation process to ensure accuracy. A pilot test with a small number of participants was conducted to modify the item slightly for appropriate wording. The questionnaire includes three parts. In the first part, five screening questions were set to identify subjects. The five questions are as follows: (1) Are you a resident of LiTang? (Samples of residents did not include in this study). (2) Do you know Tenzin? (a photo of Tenzin was provided in the questionnaire to assist respondents in their process of remembering). (3) Do you know that Tenzin is the destination endorser of LiTang? (4) Have you traveled to LiTang before? (5) The respondents over 18 years old were chosen as targets. The second part consisted of 35 items to measure the constructs. The 7-point Likert-type scale was adapted to rate each item. The third part collected the demographic information of respondents. The scale of each construct is described below.</p>
<p>The destination endorser credibility includes three sub-dimensions: trustworthiness, attractiveness, and expertise (<xref ref-type="bibr" rid="B69">Ohanian, 1990</xref>). The measurement scale was adapted from <xref ref-type="bibr" rid="B68">Munnukka et al. (2016)</xref> as well as <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref> including four items for trustworthiness, four items for attractiveness, and four items for expertise. The destination attitude was measured using three items (<xref ref-type="bibr" rid="B15">Chen et al., 2019</xref>). The para-social relationship was measured using eight items adapted from <xref ref-type="bibr" rid="B75">Reinikainen et al. (2020)</xref> and <xref ref-type="bibr" rid="B113">Zhang et al. (2020)</xref>. The destination source credibility was measured using five items adapted from <xref ref-type="bibr" rid="B99">Veasna et al. (2013)</xref> and <xref ref-type="bibr" rid="B30">Girish et al. (2020)</xref>. Place attachment was measured using two sub-dimensions including four items for place dependence and three items for place identity adapted from <xref ref-type="bibr" rid="B15">Chen et al. (2019)</xref> and <xref ref-type="bibr" rid="B40">Hosany et al. (2020)</xref>.</p>
</sec>
<sec id="S3.SS3">
<title>Data Collection and Sample Profile</title>
<p>Considering that the destination endorser, Tenzin, is a social media celebrity and conveys information <italic>via</italic> social media platforms, the target subjects in this study are social media user. To collect the samples of targets, an online survey was adopted. This study used two ways to distribute questionnaires. On one hand, the online questionnaire was designed and posted on the Tencent questionnaire platform (an online survey platform)<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> to collect samples. This online survey platform could automatically screen the questionnaire based on the rate pattern (i.e., those with the same rate number of each item) and response time (i.e., those below the minimal response time), which could assist researchers to ensure the quality of samples. To enhance the response rate, each questionnaire has a 2.5 CNY cash bonus as an incentive. On the other hand, the authors distributed online questionnaires <italic>via</italic> personal social media contacts. The questionnaire was initially sent to the personal network of the author on WeChat; then, the respondents could further send it to their friends, classmates, or colleagues. The samples were collected from March 29 to April 10, 2021. A total of 504 questionnaires were collected and based on the screening questions, 367 questionnaires were usable.</p>
<p>As shown in <xref ref-type="table" rid="T1">Table 1</xref>, the female (55%) are more than male respondents (45%) in the samples, which shall be acceptable in the context of digital celebrities (<xref ref-type="bibr" rid="B43">Hwang and Zhang, 2018</xref>). Most of the respondents were not married, aged 18&#x2013;35, hold an undergraduate degree, and were working or studying.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Sample profile.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td/>
<td valign="top" align="center">Frequency (<italic>n</italic> = 367)</td>
<td valign="top" align="center">%</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">202</td>
<td valign="top" align="center">55</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">165</td>
<td valign="top" align="center">45</td>
</tr>
<tr>
<td valign="top" align="left">Marital Status</td>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">125</td>
<td valign="top" align="center">34.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">65.9</td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left">18&#x2013;25</td>
<td valign="top" align="center">127</td>
<td valign="top" align="center">34.6</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">26&#x2013;35</td>
<td valign="top" align="center">148</td>
<td valign="top" align="center">40.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">36&#x2013;45</td>
<td valign="top" align="center">79</td>
<td valign="top" align="center">21.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">46&#x2013;55</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">2.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">56 or above</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">1.1</td>
</tr>
<tr>
<td valign="top" align="left">Education</td>
<td valign="top" align="left">High school or below</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">13.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Undergraduates</td>
<td valign="top" align="center">235</td>
<td valign="top" align="center">64.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Graduates or above</td>
<td valign="top" align="center">84</td>
<td valign="top" align="center">22.8</td>
</tr>
<tr>
<td valign="top" align="left">Occupation</td>
<td valign="top" align="left">Working</td>
<td valign="top" align="center">140</td>
<td valign="top" align="center">38.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Student</td>
<td valign="top" align="center">140</td>
<td valign="top" align="center">38.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Housewife</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">5.7</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Retired</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.8</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Others</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">17.1</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
</sec>
<sec sec-type="results" id="S4">
<title>Results</title>
<p>The structural equation modeling (SEM) analysis was adopted to verify the hypotheses including two steps: validating the measurement model and path analysis (<xref ref-type="bibr" rid="B4">Anderson and Gerbing, 1988</xref>). Compared with PLS-SEM which tends to identify key &#x201C;driver&#x201D; constructs, the CB-SEM is more appropriate for theory confirmation (<xref ref-type="bibr" rid="B35">Hair et al., 2016</xref>). Therefore, the CB-SEM analysis was adopted, and we process the analysis using the SPSS 25 and Amos 24 software.</p>
<sec id="S4.SS1">
<title>Measurement Model</title>
<p>The first step of SEM aims to verify the reliability and validity of the measurement scales through confirmatory factor analysis (CFA). The results showed that all the indices are acceptable. The indices of model fit showed acceptable results (&#x03C7;&#x2227;2/df = 2.530 &#x003C; 3, TLI = 0.949 &#x003E; 0.8, CFI = 0.955 &#x003E; 0.8, NFI = 0.928 &#x003E; 0.8, IFI = 0.955 &#x003E; 0.8, RMSEA = 0.065 &#x003C; 0.08, SRMR = 0.0454 &#x003C; 0.08). As illustrated in <xref ref-type="table" rid="T2">Table 2</xref>, the normality assessment of indicators showed that skewness ranged from &#x2212;0.82 to 0.094, and the kurtosis ranged from &#x2212;0.793 to 0.708 within the &#x2212;1 and 1 acceptable range (<xref ref-type="bibr" rid="B36">Hair et al., 2010</xref>). The factor loading of each indicator is above 0.701. The Cronbach&#x2019;s alpha value of each construct is above 0.7, indicating desirable internal consistency. The composite reliability (CR) and average variance extracted (AVE) are above the minimal values of 0.7 and 0.5, respectively. This finding means that the reliability and convergent validity are acceptable. The Fornell-Larcker criterion (<xref ref-type="bibr" rid="B27">Fornell and Larcker, 1981</xref>) was adopted to verify the discriminant validity. As shown in <xref ref-type="table" rid="T3">Table 3</xref>, the square root of the AVE of each construct is above the correlation of constructs. Therefore, the measurement model has desirable reliability and validity.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Reliability, convergent validity, and normality assessment.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Items</td>
<td valign="top" align="center">Factor loadings</td>
<td valign="top" align="center">Cronbach&#x2019;s alpha</td>
<td valign="top" align="center">CR</td>
<td valign="top" align="center">AVE</td>
<td valign="top" align="center">skewness</td>
<td valign="top" align="center">kurtosis</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="7"><bold>Destination endorser credibility - trustworthiness</bold></td>
</tr>
<tr>
<td valign="top" align="left">I feel Tenzin was honest</td>
<td valign="top" align="center">0.930</td>
<td valign="top" align="center">0.969</td>
<td valign="top" align="center">0.969</td>
<td valign="top" align="center">0.887</td>
<td valign="top" align="center">&#x2013;0.772</td>
<td valign="top" align="center">0.708</td>
</tr>
<tr>
<td valign="top" align="left">I consider Tenzin trustworthy</td>
<td valign="top" align="center">0.945</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.693</td>
<td valign="top" align="center">0.474</td>
</tr>
<tr>
<td valign="top" align="left">I feel Tenzin was truthful</td>
<td valign="top" align="center">0.952</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.718</td>
<td valign="top" align="center">0.441</td>
</tr>
<tr>
<td valign="top" align="left">I consider Tenzin earnest</td>
<td valign="top" align="center">0.940</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.820</td>
<td valign="top" align="center">0.618</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Destination endorser credibility - attractiveness</bold></td>
</tr>
<tr>
<td valign="top" align="left">I consider Tenzin very attractive</td>
<td valign="top" align="center">0.933</td>
<td valign="top" align="center">0.958</td>
<td valign="top" align="center">0.958</td>
<td valign="top" align="center">0.852</td>
<td valign="top" align="center">&#x2013;0.321</td>
<td valign="top" align="center">&#x2013;0.405</td>
</tr>
<tr>
<td valign="top" align="left">I consider Tenzin very stylish</td>
<td valign="top" align="center">0.910</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.119</td>
<td valign="top" align="center">&#x2013;0.581</td>
</tr>
<tr>
<td valign="top" align="left">I think Tenzin is good looking</td>
<td valign="top" align="center">0.909</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.301</td>
<td valign="top" align="center">&#x2013;0.590</td>
</tr>
<tr>
<td valign="top" align="left">I think Tenzin is sexy</td>
<td valign="top" align="center">0.940</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.280</td>
<td valign="top" align="center">&#x2013;0.646</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Destination endorser credibility - expertise</bold></td>
</tr>
<tr>
<td valign="top" align="left">I feel Tenzin knows a lot about the travel destination</td>
<td valign="top" align="center">0.828</td>
<td valign="top" align="center">0.938</td>
<td valign="top" align="center">0.939</td>
<td valign="top" align="center">0.795</td>
<td valign="top" align="center">&#x2013;0.471</td>
<td valign="top" align="center">0.077</td>
</tr>
<tr>
<td valign="top" align="left">I feel Tenzin is competent to make assertions about the travel destination</td>
<td valign="top" align="center">0.917</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.228</td>
<td valign="top" align="center">&#x2013;0.275</td>
</tr>
<tr>
<td valign="top" align="left">I consider Tenzin an expert on the travel destination</td>
<td valign="top" align="center">0.903</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.118</td>
<td valign="top" align="center">&#x2013;0.111</td>
</tr>
<tr>
<td valign="top" align="left">I consider Tenzin sufficiently experienced to make assertions about the travel destination</td>
<td valign="top" align="center">0.915</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.353</td>
<td valign="top" align="center">&#x2013;0.177</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Destination attitude</bold></td>
</tr>
<tr>
<td valign="top" align="left">Attitude toward the destination:</td>
<td valign="top" colspan="6"/>
</tr>
<tr>
<td valign="top" align="left">Very bad- very good</td>
<td valign="top" align="center">0.940</td>
<td valign="top" align="center">0.918</td>
<td valign="top" align="center">0.923</td>
<td valign="top" align="center">0.802</td>
<td valign="top" align="center">&#x2013;0.360</td>
<td valign="top" align="center">&#x2013;0.109</td>
</tr>
<tr>
<td valign="top" align="left">Very unfavorable &#x2013; very favorable</td>
<td valign="top" align="center">0.950</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.359</td>
<td valign="top" align="center">&#x2013;0.164</td>
</tr>
<tr>
<td valign="top" align="left">Very negative &#x2013; very positive</td>
<td valign="top" align="center">0.787</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.601</td>
<td valign="top" align="center">0.448</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Para-social relationship</bold></td>
</tr>
<tr>
<td valign="top" align="left">I look forward to watching Tenzin on his channel</td>
<td valign="top" align="center">0.875</td>
<td valign="top" align="center">0.968</td>
<td valign="top" align="center">0.969</td>
<td valign="top" align="center">0.794</td>
<td valign="top" align="center">&#x2013;0.315</td>
<td valign="top" align="center">&#x2013;0.475</td>
</tr>
<tr>
<td valign="top" align="left">If Tenzin appeared on another program, I would watch that video</td>
<td valign="top" align="center">0.894</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.102</td>
<td valign="top" align="center">&#x2013;0.658</td>
</tr>
<tr>
<td valign="top" align="left">When I&#x2019;m watching Tenzin, I feel as if I am part of his group</td>
<td valign="top" align="center">0.913</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.045</td>
<td valign="top" align="center">&#x2013;0.793</td>
</tr>
<tr>
<td valign="top" align="left">I think Tenzin is like an old friend</td>
<td valign="top" align="center">0.910</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">0.094</td>
<td valign="top" align="center">&#x2013;0.631</td>
</tr>
<tr>
<td valign="top" align="left">I would like to meet Tenzin in person</td>
<td valign="top" align="center">0.899</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">0.094</td>
<td valign="top" align="center">&#x2013;0.792</td>
</tr>
<tr>
<td valign="top" align="left">If there were a story about Tenzin in a newspaper or magazine, I would read it</td>
<td valign="top" align="center">0.879</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.320</td>
<td valign="top" align="center">&#x2013;0.532</td>
</tr>
<tr>
<td valign="top" align="left">Tenzin makes me feel comfortable as if I am with friends</td>
<td valign="top" align="center">0.924</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.152</td>
<td valign="top" align="center">&#x2013;0.654</td>
</tr>
<tr>
<td valign="top" align="left">When Tenzin shows me how he feels about the destination, it helps me make up my own mind about the destination</td>
<td valign="top" align="center">0.830</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.584</td>
<td valign="top" align="center">&#x2013;0.235</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Destination source credibility</bold></td>
</tr>
<tr>
<td valign="top" align="left">Information claims from the destination are believable.</td>
<td valign="top" align="center">0.934</td>
<td valign="top" align="center">0.975</td>
<td valign="top" align="center">0.975</td>
<td valign="top" align="center">0.886</td>
<td valign="top" align="center">&#x2013;0.370</td>
<td valign="top" align="center">0.031</td>
</tr>
<tr>
<td valign="top" align="left">The destination is committed to delivering on its claims.</td>
<td valign="top" align="center">0.931</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.530</td>
<td valign="top" align="center">0.044</td>
</tr>
<tr>
<td valign="top" align="left">The destination has a name you can trust.</td>
<td valign="top" align="center">0.950</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.359</td>
<td valign="top" align="center">&#x2013;0.134</td>
</tr>
<tr>
<td valign="top" align="left">The destination has the ability to deliver what it promises.</td>
<td valign="top" align="center">0.948</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.424</td>
<td valign="top" align="center">&#x2013;0.026</td>
</tr>
<tr>
<td valign="top" align="left">The destination would deliver what it promises.</td>
<td valign="top" align="center">0.944</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.410</td>
<td valign="top" align="center">&#x2013;0.085</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Place attachment &#x2013; place identity</bold></td>
</tr>
<tr>
<td valign="top" align="left">I am very attached to the destination</td>
<td valign="top" align="center">0.830</td>
<td valign="top" align="center">0.927</td>
<td valign="top" align="center">0.932</td>
<td valign="top" align="center">0.821</td>
<td valign="top" align="center">&#x2013;0.058</td>
<td valign="top" align="center">&#x2013;0.215</td>
</tr>
<tr>
<td valign="top" align="left">This place is very special to me.</td>
<td valign="top" align="center">0.943</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.110</td>
<td valign="top" align="center">&#x2013;0.555</td>
</tr>
<tr>
<td valign="top" align="left">The place means a great deal to me.</td>
<td valign="top" align="center">0.940</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">0.067</td>
<td valign="top" align="center">&#x2013;0.403</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><bold>Place attachment &#x2013; place dependence</bold></td>
</tr>
<tr>
<td valign="top" align="left">I wouldn&#x2019;t substitute any other place for the type of experience I can have in the destination</td>
<td valign="top" align="center">0.905</td>
<td valign="top" align="center">0.971</td>
<td valign="top" align="center">0.972</td>
<td valign="top" align="center">0.896</td>
<td valign="top" align="center">&#x2013;0.142</td>
<td valign="top" align="center">&#x2013;0.545</td>
</tr>
<tr>
<td valign="top" align="left">I enjoy visiting the destination more than any other place</td>
<td valign="top" align="center">0.960</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.070</td>
<td valign="top" align="center">&#x2013;0.472</td>
</tr>
<tr>
<td valign="top" align="left">Visiting the destination is more important than visiting any other place</td>
<td valign="top" align="center">0.964</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.037</td>
<td valign="top" align="center">&#x2013;0.621</td>
</tr>
<tr>
<td valign="top" align="left">I can get more satisfaction out of visiting the destination than from visiting any other place</td>
<td valign="top" align="center">0.956</td>
<td/>
<td/>
<td/>
<td valign="top" align="center">&#x2013;0.097</td>
<td valign="top" align="center">&#x2013;0.517</td>
</tr>
</tbody>
</table></table-wrap>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Fornell-Larcker criterion.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">CE-TR</td>
<td valign="top" align="center">CE-AT</td>
<td valign="top" align="center">CE-EX</td>
<td valign="top" align="center">DA</td>
<td valign="top" align="center">PSR</td>
<td valign="top" align="center">DSC</td>
<td valign="top" align="center">PA-PI</td>
<td valign="top" align="center">PA-PD</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CE-TR</td>
<td valign="top" align="center">0.942</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">CE-AT</td>
<td valign="top" align="center">0.748</td>
<td valign="top" align="center">0.923</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">CE-EX</td>
<td valign="top" align="center">0.661</td>
<td valign="top" align="center">0.714</td>
<td valign="top" align="center">0.892</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">DA</td>
<td valign="top" align="center">0.723</td>
<td valign="top" align="center">0.643</td>
<td valign="top" align="center">0.646</td>
<td valign="top" align="center">0.896</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">PSR</td>
<td valign="top" align="center">0.712</td>
<td valign="top" align="center">0.797</td>
<td valign="top" align="center">0.710</td>
<td valign="top" align="center">0.614</td>
<td valign="top" align="center">0.891</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">DSC</td>
<td valign="top" align="center">0.709</td>
<td valign="top" align="center">0.692</td>
<td valign="top" align="center">0.694</td>
<td valign="top" align="center">0.726</td>
<td valign="top" align="center">0.762</td>
<td valign="top" align="center">0.941</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">PA-PI</td>
<td valign="top" align="center">0.584</td>
<td valign="top" align="center">0.669</td>
<td valign="top" align="center">0.670</td>
<td valign="top" align="center">0.621</td>
<td valign="top" align="center">0.760</td>
<td valign="top" align="center">0.688</td>
<td valign="top" align="center">0.906</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">PA-PD</td>
<td valign="top" align="center">0.601</td>
<td valign="top" align="center">0.677</td>
<td valign="top" align="center">0.671</td>
<td valign="top" align="center">0.616</td>
<td valign="top" align="center">0.795</td>
<td valign="top" align="center">0.743</td>
<td valign="top" align="center">0.769</td>
<td valign="top" align="center">0.947</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>CE-TR = credibility &#x2013; trustworthiness; CE-AT = credibility &#x2013; attractiveness; CE-EX = credibility &#x2013; expertise; DA = destination attitude; PSR = para-social relationship; DSC = destination source credibility; PA-PI = place attachment - place identity; PA-PD = place attachment - place dependence.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S4.SS2">
<title>Structural Model</title>
<p>The second step was to conduct the path analysis to test the hypotheses. The maximum likelihood method was adopted to estimate the parameters of the structural model. The model fit indices are generally accepted (&#x03C7;&#x2227;2/df = 2.609 &#x003C; 3, TLI = 0.947 &#x003E; 0.8, CFI = 0.951 &#x003E; 0.8, NFI = 0.923 &#x003E; 0.8, IFI = 0.951 &#x003E; 0.8, RMSEA = 0.066 &#x003C; 0.08, SRMR = 0.0524 &#x003C; 0.08). As illustrated in <xref ref-type="table" rid="T4">Table 4</xref>, the credibility of endorsers has a significant positive influence on the destination attitude of potential tourists (&#x03B2; = 0.785, <italic>t</italic>-value = 15.918, <italic>P</italic> &#x003C; 0.001), para-social relationship with him (&#x03B2; = 0.871, <italic>t</italic>-value = 17.364, <italic>P</italic> &#x003C; 0.001) and destination source credibility (&#x03B2; = 0.853, <italic>t</italic>-value = 18.023, <italic>P</italic> &#x003C; 0.001). Therefore, hypotheses 1, 2, and 3 were supported. <xref ref-type="table" rid="T4">Table 4</xref> also reveals that the place attachment of potential tourists is significantly influenced by their destination attitude (&#x03B2; = 0.139, <italic>t</italic>-value = 2.938, <italic>P</italic> = 0.003 &#x003C; 0.01), para-social relationship with endorser (&#x03B2; = 0.602, <italic>t</italic>-value = 10.874, <italic>P</italic> &#x003C; 0.001) and destination source credibility (&#x03B2; = 0.262, <italic>t</italic>-value = 4.576, <italic>P</italic> &#x003C; 0.001). Therefore, hypotheses 4, 5, and 6 were supported.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Hypotheses test.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left" colspan="3">Hypotheses</td>
<td valign="top" align="center">&#x03B2;</td>
<td valign="top" align="center"><italic>t</italic>-value</td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Endorser credibility</td>
<td valign="top" align="center">&#x21D2;</td>
<td valign="top" align="left">Destination attitude</td>
<td valign="top" align="center">0.785</td>
<td valign="top" align="center">15.918</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Endorser credibility</td>
<td valign="top" align="center">&#x21D2;</td>
<td valign="top" align="left">Para-social relationship</td>
<td valign="top" align="center">0.871</td>
<td valign="top" align="center">17.364</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Endorser credibility</td>
<td valign="top" align="center">&#x21D2;</td>
<td valign="top" align="left">Destination source credibility</td>
<td valign="top" align="center">0.853</td>
<td valign="top" align="center">18.023</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Destination attitude</td>
<td valign="top" align="center">&#x21D2;</td>
<td valign="top" align="left">Place attachment</td>
<td valign="top" align="center">0.139</td>
<td valign="top" align="center">2.938</td>
<td valign="top" align="center">&#x003C; 0.01</td>
</tr>
<tr>
<td valign="top" align="left">Para-social relationship</td>
<td valign="top" align="center">&#x21D2;</td>
<td valign="top" align="left">Place attachment</td>
<td valign="top" align="center">0.602</td>
<td valign="top" align="center">10.874</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td valign="top" align="left">Destination source credibility</td>
<td valign="top" align="center">&#x21D2;</td>
<td valign="top" align="left">Place attachment</td>
<td valign="top" align="center">0.262</td>
<td valign="top" align="center">4.576</td>
<td valign="top" align="center">&#x003C; 0.001</td>
</tr>
</tbody>
</table></table-wrap>
<p>The mediating effect of the credibility of endorsers on the place attachment potential tourists was verified <italic>via</italic> the bootstrap method (<xref ref-type="bibr" rid="B55">Kline, 2015</xref>). The number of bootstrap samples is set as 5,000 (<xref ref-type="bibr" rid="B35">Hair et al., 2016</xref>), and the bias-corrected confidence level is 95%. The lower bounds (BC) and upper bounds (BC) were 0.816 and 0.889, respectively, excluding zero in this range. The result showed that a significant indirect effect exists between endorser credibility and place attachment (<italic>P</italic> &#x003C; 0.001). The total indirect effect of endorser credibility is 0.857 which separately influences through destination attitude (&#x03B3; = 0.109), para-social relationship (&#x03B3; = 0.524), and destination source credibility (&#x03B3; = 0.224).</p>
</sec>
</sec>
<sec sec-type="discussion|conclusion" id="S5">
<title>Discussion and Conclusion</title>
<sec id="S5.SS1">
<title>Theoretical Implications</title>
<p>Although the persuasiveness of destination endorsers in destination marketing has been widely identified (<xref ref-type="bibr" rid="B97">van der Veen, 2008</xref>; <xref ref-type="bibr" rid="B31">Glover, 2009</xref>; <xref ref-type="bibr" rid="B65">McCartney and Pinto, 2014</xref>; <xref ref-type="bibr" rid="B98">Van der Veen and Song, 2014</xref>; <xref ref-type="bibr" rid="B107">Xu and Pratt, 2018</xref>), few studies explored their influence mechanism on the place attachment of potential tourists which could improve the destination competitiveness (<xref ref-type="bibr" rid="B21">Dwyer et al., 2019</xref>). By adopting a quantitative research method, this study verified the advantage of a credible destination endorser in place attachment formation to extend the tourism and marketing literature.</p>
<p>The current study tested the relationship between destination endorser credibility and destination attitude from the source credibility model perspective in the marketing field. Consistent with prior findings of <xref ref-type="bibr" rid="B65">McCartney and Pinto (2014)</xref>, the result supports this hypothesis which implies that a credible destination endorser may positively change the attitude of potential tourists toward the destination through the internalization process.</p>
<p>From the uncertainty reduction theory perspective in the social-psychological field, this study established and verified the influence relationship between credibility from the marketing field and para-social relationship from the media psychology field. The finding of this study is consistent with the findings of prior studies (<xref ref-type="bibr" rid="B112">Yuan et al., 2016</xref>; <xref ref-type="bibr" rid="B113">Zhang et al., 2020</xref>; <xref ref-type="bibr" rid="B111">Y&#x0131;lmazdo&#x011F;an et al., 2021</xref>). Moreover, this study further clarifies the underlying reason of this relationship, which indicated that a credible endorser could reduce the uncertainty of potential tourists which would facilitate the potential tourists building a para-social relationship with the endorser.</p>
<p>Trust transfer theory from the psychology field has rarely been introduced in the tourist marketing literature to explain the endorser credibility influence (<xref ref-type="bibr" rid="B61">Lee et al., 2014</xref>). The current study revealed that the credibility of endorsers positively influences destination source credibility, which is consistent with prior studies (<xref ref-type="bibr" rid="B61">Lee et al., 2014</xref>; <xref ref-type="bibr" rid="B14">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B105">Xiao et al., 2018</xref>). The finding suggests that a credible endorser could provide a definition of a destination where an individual has not visited before as trustworthy. Considering the lack of studies exploring this relationship in tourism marketing literature, further studies could verify it in other different contexts.</p>
<p>Consistent with previous empirical findings (<xref ref-type="bibr" rid="B94">Tsai, 2012</xref>; <xref ref-type="bibr" rid="B99">Veasna et al., 2013</xref>; <xref ref-type="bibr" rid="B103">Wong and Lai, 2015</xref>; <xref ref-type="bibr" rid="B76">Reitsamer et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Chen, 2018</xref>; <xref ref-type="bibr" rid="B71">Prayag et al., 2018</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2019</xref>), our study verified the relationship among destination attitude, para-social relationship, destination source credibility, and the place attachment of potential tourists. The bootstrap method verified the indirect effect of destination endorser credibility on place attachment through the above three constructs. Therefore, this study extends the tourism destination marketing literature by verifying the three different influence mechanisms of endorser credibility on pre-visit place attachment and increasing the insight on how to enhance the behavior intention and loyalty of tourists toward a destination.</p>
</sec>
<sec id="S5.SS2">
<title>Practical Implications</title>
<p>Understanding the behavior of tourists is important for destination managers (<xref ref-type="bibr" rid="B100">Vu et al., 2020</xref>). Given the effective role of place attachment on the behavior intention and destination loyalty of tourists, this study highlights the advantage of a credible destination endorser in pre-visit place attachment formation by identifying three possible influence mechanisms which would provide destination managers with several practical implications.</p>
<p>Firstly, this study reveals that destination managers could gain a competitive advantage through forming the place attachment of potential tourists. Since potential tourists do not experience the destination before, therefore, this study highlights the role of destination endorser. The credibility of endorsers could foster potential tourists through a change in their destination attitude. For example, the endorser could convey the desirable image, uniqueness, value, characteristics, or lifestyle embodied in their destination to target potential tourists through social media content such as vlog. Thereafter, the credibility of endorsers would facilitate the internalization process of potential tourists of the information conveyed, which in turn changes their attitude and the orientation of place attachment (<xref ref-type="bibr" rid="B76">Reitsamer et al., 2016</xref>).</p>
<p>Secondly, our study reveals that a credible destination endorser could facilitate the para-social interaction of potential tourists. Therefore, destination managers should select a credible endorser, enlarge their communication channels such as various social media platforms and enhance the interaction between endorser and destination. For example, the endorser should pay attention to their interaction with tourists in his/her media channel such as live broadcast, provide more interactive games or activities to enhance the involvement of tourists. Thereafter, the credible endorser could enhance the possibility that a potential tourist fosters a para-social relationship with him/her, which in turn forms the place attachment of potential tourists (<xref ref-type="bibr" rid="B40">Hosany et al., 2020</xref>).</p>
<p>Thirdly, in an information explosion era and information asymmetric context, gaining the trust of potential tourists is important (<xref ref-type="bibr" rid="B23">Erdem and Swait, 2004</xref>). The result indicates that a credible destination endorser positively influences the destination source credibility. To build the connection between endorsers and tourists, more daily information relevant to endorsers and destinations should provide through media channels to make tourists more familiar with the endorser. The endorser should pay attention to their information openness and show his/her credibility characteristics to gain the trust of tourists. Thereafter, the destination credibility would build the feeling of potential tourists toward it, which in turn enhances their place attachment (<xref ref-type="bibr" rid="B99">Veasna et al., 2013</xref>) before travel.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="S6">
<title>Conclusion and Limitations</title>
<p>In conclusion, this study extends the literature of forming the place attachment of potential tourists from the personal characteristics perspective of the destination endorser. The findings highlight the influence mechanism of the credibility of endorsers on the place attachment of potential tourists through the mediating role of the destination attitude, destination credibility, and para-social relationships of tourists. We hope that this study can inspire further research in this field.</p>
<p>Although this study extends the tourism marketing literature by exploring the influence of the credibility of the endorser on forming pre-visit place attachment, some limitations remain and require consideration when interpreting the findings. Firstly, whilst the various theoretical foundations are introduced in our research model, the cross-sectional study may influence the causal inferences. Secondly, the destination endorser selected in this study is a local resident of the endorsed destination. Therefore, the results may not be generalizable to the non-local resident study case. Thirdly, the female and male percentage in the sample is slightly uneven. The underlying reason may be that the endorser chosen in this study is male. Fourthly, since the sample mostly includes Generation Z and Y respondents, those respondents are seeming more familiar with social media and influencers, which may also influence the results such as trust transfer mechanism or para-social relationship formation.</p>
<p>Future studies could explore the difference in the influence mechanism between local endorsers and non-local endorsers. In addition, further studies could identify other influence mechanisms between endorser credibility and place attachment. The influence of the attributes and personalities of other endorsers on place attachment should also be explored in the future.</p>
</sec>
<sec sec-type="data-availability" id="S7">
<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="S8">
<title>Author Contributions</title>
<p>ZS collected the data and drafted the manuscript. JL directed the manuscript writing and revised it. Both authors jointly contributed to the development of the research framework, contributed to the article, and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s10">
<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>
<ack>
<p>The authors appreciate the respondents for their participation in this survey.</p>
</ack>
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