Abstract
This research aims to develop an expanded model integrating destination personality, tourists’ emotional experiences, and positive word of mouth within the frameworks of self-congruity and functional congruity. Using Partial Least Squares Structural Equation Modeling (PLS-SEM), we analyzed data from 357 tourists who visited the UNESCO-designated City of Food in China. Our findings indicate that destination personality, self-congruity, functional congruity, and tourists’ emotional experiences positively influence positive word of mouth. Notably, tourists’ emotional experiences were found to moderate the relationship between self-congruity and positive word of mouth. This research enhances the existing literature by addressing a significant gap and introducing a comprehensive conceptual model that is empirically validated. The study provides actionable insights for optimizing food tourism marketing strategies, offering theoretical and practical implications for practitioners and managers, thus making a significant contribution to the discourse on food tourism.
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Introduction
Food tourism has emerged as a crucial element of destination marketing, generating significant economic impact by attracting tourists seeking unique culinary experiences1,2. This growing trend highlights the increasing role of gastronomy in tourism, with an expanding number of travelers motivated to explore and invest in novel dining opportunities3. Defined by the pursuit of distinctive and memorable food and beverage encounters, food tourism not only facilitates the discovery of indigenous cuisines but also fosters an understanding of the reciprocal relationship between tourists and their destinations4. Although numerous empirical studies have examined the influence of destination personality, self-congruity, and functional congruity on consumer behavior, such as willingness to visit, satisfaction, and word of mouth recommendations5,6,7,8,9, few have incorporated tourists’ emotional experiences into this framework10,11. This omission is notable given the distinctiveness of gastronomic tourism, where tourists often seek memorable, culturally rich experiences that go beyond typical tourism activities12. Thus, a key question arises: How do tourists’ emotional experiences influence the relationships between self-congruity and functional congruity in shaping word of mouth behaviors? The aim of this study is to develop and empirically test a theoretical framework that elucidates the interconnections among destination personality, self-congruity, functional congruity, tourists’ emotional experiences, and their propensity for positive word of mouth within the food tourism sector. Specifically, this research explores the combined effects of self-congruity and functional congruity on tourists’ intentions, with a particular focus on how emotional experiences—such as feelings of joy, love, and positive surprise—mediate the link between congruity perceptions and favorable word of mouth outcomes.
Recent advancements in tourism research have expanded the theoretical framework for predicting travel behavior by integrating concepts such as destination image, place attachment, cultural influences, and memory experiences13,14,15,16. Despite this progress, the inclusion of tourists’ emotional experiences within predictive models remains notably underexplored, with the exception of a conceptual analysis by Yang17. Empirical studies investigating the moderating role of emotional experiences in tourism decision-making are scarce10,11,17. Moreover, while food tourism has garnered increasing scholarly attention, the emotional experiences of gastronomic tourists remain underrepresented in the literature18. Positive emotional experiences, which tourists seek to enhance their journeys, are particularly significant, as travelers often expect enjoyable, memorable encounters while striving to avoid negative emotions19. These experiences are critical, aligning with Trauer’s intimacy theory4, which suggests that destinations evoking positive emotions are perceived as more homelike by tourists. Empirical evidence further highlights the impact of emotional states on satisfaction, loyalty, purchasing behavior, and engagement with leisure services20,21,22,23. However, the extent to which emotional experiences influence behavioral intentions, particularly in the context of food tourism and their role in word of mouth promotion, remains unclear. Given the pivotal role of emotional intensity in shaping word of mouth dynamics, exploring the emotional drivers behind such endorsements among food tourists is an essential area for future research.
The emotional experiences of tourists play a pivotal role in shaping tourism outcomes22,23,24. Before a trip, potential tourists often engage in reflective processes, recalling past experiences to inform their destination choices. This emotive-driven decision-making mechanism, identified as the ‘drug motive’, significantly influences future behavioral intentions toward travel15. Throughout the journey, emotional engagement continues to act as a catalyst for motivational activation, further shaping travel behaviors25. Post-tour, a heightened level of active engagement with the destination often leads tourists to advocate for the location to their networks26. This sequence underscores the critical role of emotional experiences not just in destination perception but also in the broader behavioral patterns of travelers10,27. Within the realm of tourism, emotional experiences are identified as a core component, a principle that extends to food tourism as well. Engaging deeply with gastronomic experiences elicits distinct emotions among food tourists, which in turn influences their behavior and intentions28. Furthermore, the exploration of various model structures within the gastronomic context promises to enhance our understanding of food tourist behavior, pointing toward a rich avenue for future research4.
In the last twenty years, special interest tourism has established itself as a considerable segment within the tourism industry, serving as a profitable channel for destinations that provide a diverse range of products and acting as a crucial support for locales focusing on a singular specialty29,30. Derrett31conceptualizes special interest tourism as customized leisure and recreational activities catered to the unique preferences of individuals, encompassing diverse forms such as yoga, red (revolutionary history), religious, senior, and cultural tourism. Among these, food tourism emerges as a quintessential example, serving not only as a pivotal component of travel but also as a crucial medium for identity construction in postmodern societies32. This trend underscores a growing predilection among travelers to fulfill higher-level needs via culinary exploration, positioning food tourism as a key catalyst for the sophisticated evolution of China’s tourism industry33.
Theories of self-congruity and functional congruity have been instrumental in predicting key behavioral intentions, such as word of mouth, satisfaction, customer loyalty, and revisit intentions34,35,36,37. Pioneering work by Sirgy and Su7laid the foundation for further research in tourism, demonstrating the critical role of both personal and functional congruence in forecasting visitor behavior5,6,34,38,39,40. In the context of tourism, self-congruity refers to the alignment between a traveler’s self-image and the characteristics of a destination, thereby enhancing the tourist’s emotional connection to the place17. In contrast, functional congruity pertains to how well a destination’s attributes meet the expectations and needs of travelers41. These concepts have also been extensively applied in studies exploring the relationship between branding and congruity42,43. Destinations, much like brands, are selected by tourists based on their alignment with personal values and desires. A growing body of literature has affirmed the strong relationship between self-congruity and functional congruity in shaping destination personality and image17,35,44,45. Accordingly, self-congruity and functional congruity serve as mechanisms linking destinations to tourists’ behaviors, explaining why tourists are more likely to choose destinations that resonate with their self-concept. Furthermore, the better the match between a tourist’s self-concept and a destination’s personality, the more likely it is to result in positive behavioral intentions. Food tourism destinations share similarities with traditional tourist destinations, suggesting that this theoretical framework can be extended to gastronomic tourism. Beyond merely offering memorable dining experiences, food tourism destinations cultivate emotional and cognitive bonds between tourists and the place33,46. These emotional connections underscore the profound relationship between travelers and their chosen destinations. Understanding broader patterns of tourist behavior requires a focus on the role of emotional experiences in shaping perceptions of and interactions with tourist locations10,27. While Yang et al.17 proposed a theoretical framework incorporating emotional experiences, empirical evidence on how such experiences influence congruence theory’s impact on tourist behavior remains limited. Thus, the theories of self-congruity and functional congruity provide a robust theoretical lens for exploring the role of emotional experiences in food tourism.
This study offers significant contributions to both theoretical and applied domains. From a theoretical perspective, it introduces an innovative moderation role for tourists’ emotional experiences in the relationship between self-congruity, functional congruity, and tourist behavior. By examining the complex interactions among destination personality, congruence constructs, emotional experiences, and promotional behaviors within the context of food tourism, this research enriches the existing theoretical framework. Furthermore, it highlights the critical role of functional congruity in destination matching, extending the application of functional congruity theory. From a practical standpoint, the insights derived from the proposed framework provide valuable guidance for tourism practitioners and policymakers, particularly those focused on food tourism. These insights could serve as a strategic tool for more effectively attracting and engaging targeted tourist segments.
Theoretical background and research hypotheses
Self-congruity (SC)
Self-congruity refers to the alignment between an individual’s self-concept and the symbolic representation of a product, brand, or retailer, distinguishing it from traditional functional perspectives. This concept emerges when an individual perceives a strong resonance between a contextual interaction—whether with a product, medium, or other stimuli—and their ideal self, encompassing their interests, values, and needs. Such alignment fosters self-referential motivation, promoting authenticity and increasing self-involvement45. As a result, the degree to which a consumer’s perception of a product’s image aligns with their self-concept significantly influences their preference for the product and purchasing decisions46. Post-purchase, self-congruity continues to impact key outcomes, with evidence showing its positive effects on customer loyalty47 and satisfaction48.
Chon49 was among the first to apply self-congruity theory to tourism, proposing that self-congruity occurs when there is alignment between an individual’s self-perception and their perception of a destination. This framework suggests that travel choices are shaped by personal perceptions and lifestyles50, with individuals favoring destinations that resonate with their ideal self-concept17. The degree of congruity between a tourist and a destination significantly affects their behavioral intentions, with greater congruity leading to stronger intentions34. Subsequent research has further elucidated the impact of self-congruity on various dimensions of tourist behavior, revealing positive correlations with behavioral intentions34,44, tourist commitment51, and brand loyalty to destinations52. In the context of food tourism, self-congruity has been explored as a precursor to tourist behavior53,54. However, empirical studies that apply self-congruity to develop more flexible and comprehensive structural equation models remain limited.
Functional congruity (FC)
In marketing research, Image Congruity Theory encompasses two key components: self-congruity and functional congruity, as outlined by Sirgy et al.34. Both self-congruity and functional congruity serve as antecedents to word of mouth55,56,57, and their integration into research models provides a comprehensive understanding of consumer behavior58,59. However, some scholars have suggested that functional congruity exerts a weaker influence on consumers compared to self-congruity40,60.
Self-congruity refers to the cognitive alignment between an individual’s self-perception and the image of a product’s brand, capturing the emotional and psychological dimensions of congruence. In contrast, functional congruity addresses the rational aspect, focusing on the utilitarian qualities of a product, such as price, comfort, safety, and convenience. This dimension plays a critical role in consumers’ post-purchase evaluations and behaviors, underscoring the importance of functional utility in shaping consumer satisfaction60. In the context of tourism, functional congruity pertains to the extent to which a destination’s practical features align with tourists’ expectations, as articulated by Chon and Olsen45. It involves a cognitive evaluation of how well a destination fulfills tourists’ practical needs61, with higher levels of functional congruity reflecting a closer match between the desired benefits of tourists and the destination’s offerings, thus significantly influencing travel decisions and behaviors.
Functional congruity has been shown to influence travelers’ behavioral intentions in several studies36,62. However, its application within culinary tourism remains underexplored63. In the context of national brand food purchase intentions, Shin55 suggested that self-congruity assessments may occur alongside evaluations of functional benefits, indicating the potential relevance of functional congruity in food tourism. Functional congruity in this context refers to tourists’ satisfaction with the practical aspects of their experience, such as food and beverage quality, accommodation comfort, visitor congestion, and the variety and originality of activities64. Bosnjak et al.65 further expanded this concept by incorporating a destination’s functional image, which includes amenities, accessibility, fine dining, recreational opportunities, cultural attractions, and overall environmental quality. This extension highlights the importance of examining functional congruity in food tourism and advocates for a more nuanced analysis of both functional and self-congruity to comprehensively understand their combined influence on tourist experiences. In sum, this underscores the motivations for exploring functional congruity within the food tourism domain.
Tourists’ emotional experiences
The rapidly growing field of mass tourism has increasingly highlighted the tourism experience as a central element of travel, garnering substantial scholarly attention. Otto and Ritchie66 defined the travel experience as a personal psychological state shaped by interactions with services. Mehrabian and Russell67 argued that travel experiences provide a meaningful way to address real-life challenges, with travelers seeking authenticity. This perspective reflects a broader scholarly consensus that tourism experiences offer significant value to both individuals and society. Furthermore, Mayo et al.68 emphasized the profound influence of both internal psychological and external social factors on tourism decision-making processes. A key aspect of these discussions is the emotional experience of tourism, which Aho69 identified as a critical component of the tourism journey. This highlights the necessity of adopting an emotional framework to fully understand the complexities of the tourism experience.
Emotions, defined as intense affective states linked to specific referents and characterized by episodic feelings, drive distinct behavioral responses70. They arise from an individual’s psychological interpretation and cognitive evaluation of external events or situations. In the tourism sector, both positive and negative emotions significantly shape tourists’ perceptions, influencing their assessments of experiences and destination choices71,72. Research by Hosany et al.73 and Prayag et al.19 has further highlighted the substantial impact of specific emotions on tourists’ perceptions of destinations and their subsequent behavioral intentions. The exploration of emotional experiences and behaviors provides valuable insights into the psychological foundations of tourist actions, suggesting a more nuanced understanding of the tourism experience74. Huang et al.75 and Kim et al.76 have emphasized the importance of examining the psychological mechanisms behind tourist behavior to enhance our understanding of tourism experiences. Despite a growing body of literature on emotional experiences in tourism, studies specifically addressing emotions in the context of tourist destinations remain limited22.
Destination personality and self-congruity
Destination personality is an extension of brand personality, where the destination is viewed as a product or brand. Brand personality is product-specific, while destination personality attributes human-like traits to destinations. Aggarwal et al.77 demonstrated that consumers are attracted to brands exhibiting traits, intentions, or emotions akin to human qualities, aligning with the human tendency to form social bonds with their environment78. This inclination towards anthropomorphizing—attributing human traits to inanimate objects, organisms, goods, and brands—is well-documented79,80. In tourism, researchers suggest that destinations, as the quintessential products or brands of countries81, possess attributes similar to human personality, collectively known as destination personality82,83. Moons et al.84 further elaborate that destination personalities encompass both tangible and intangible attributes, fulfilling various symbolic and utilitarian functions. Distinctive and appealing destination personalities, such as Europe’s traditional sophistication, Barcelona and New York’s vibrancy, Paris’ romantic allure, Africa’s untamed nature, and Korea’s authenticity, significantly influence consumer perceptions, choices, and emotions35,84,85,86, thereby enhancing the destination’s image and brand equity34,82.
Self-congruity and destination personality are pivotal cognitive constructs in destination marketing88, where self-congruity measures the congruity between a tourist’s self-perception and a destination’s perceived character87,88. Studies from a variety of fields have highlighted that consumers are drawn to and more inclined to engage with brands that align with their self-perception89,90. In tourism research, theoretical models exploring the relationship between destination personality and self-congruity have been empirically validated, consistently demonstrating destination personality’s significant impact on enhancing self-congruity17,36,91. This dynamic is particularly evident in food tourism, where the distinct personality of a destination and its alignment with food tourists’ self-perception markedly shapes their experience. Based on these findings, we suggest the following hypothesis:
H1: Destination personality exerts a positive influence on self-congruity.
Destination personality and functional congruity
Destinations are recognized not solely for their symbolic value but also for their functional utility40, encompassing amenities, services, value, accessibility, and information—factors that meet essential travel requirements and play a role in creating a destination’s practical image7,27. These aspects have a notable effect on tourist actions. Within the tourism literature, Su and Reynolds92 have shown that certain traits of destination personality, such as vibrancy and capability, are critical in shaping tourists’ perceptions of functional congruity, particularly in hotel contexts, underscoring the influence of destination personality on functional congruity perceptions. Nonetheless, Sop36 contended that the significance of functional congruity in tourism research has been undervalued. Subsequently, Zhou et al.62 established that tourists’ cognitive assessments of a destination’s ability to meet their utilitarian needs directly affect their behavioral intentions. Specifically, in food tourism, the uniqueness of local cuisine not only accentuates a destination’s personality but also provides essential functions like local food offerings, transportation, and convenience services, illustrating a symbiotic relationship between consumer expectations and destination offerings. This leads us to posit that a more pronounced destination personality enhances functional congruity, thereby better aligning with consumer expectations. Thus, we hypothesize:
H2: Destination personality exerts a positive influence on functional congruity.
Self-congruity and functional congruity
Self-congruity and functional congruity jointly elucidate consumer behaviors, offering complementary perspectives25,85,86. Within destination marketing, both self-congruity and functional congruity have been independently leveraged to forecast behavioral intentions56. Self-congruity shapes tourists’ initial perceptions of a destination, influencing how subsequent information is processed25. Notably, self-congruity extends its impact on behavior through an indirect pathway via functional congruity, a phenomenon described as the ‘self-congruity bias’40. This bias suggests that heightened self-congruity results in more favorable assessments of a destination’s functional attributes37,93, with pioneering evidence provided by Hung et al.94,95. Subsequent research has corroborated the effect of self-congruity on the functional perceptions of hotels and destinations40,96. Within the scope of food tourism, it is proposed that the closer the match between tourists’ self-perception and the destination, the more enhanced the experience and the resulting practical advantages gained. This premise forms the basis of the following hypothesis:
H3: Self-congruity exerts a positive influence on functional congruity.
Self-congruity, functional congruity, and positive word of mouth
Word of mouth is characterized as the behavior where customers express their attitudes toward a brand, product, or service6, typically emerging from unofficial sources. Research indicates that when tourists perceive a strong alignment between their self-perception and a destination, they are more likely to engage in positive word of mouth behaviors about that destination. This phenomenon arises from the tourist’s self-congruity with the destination, leading to positive behaviors43,97,98,99. Šegota et al.6 demonstrated that ideal social self-congruity significantly enhances many-to-many word of mouth, suggesting that the more an individual desires to be associated with a place, the more likely they are to endorse or defend it in social settings. In food tourism, a higher alignment between a traveler’s self-perception and the food tourism destination strengthens their destination preference, influencing their attitudes and behavioral intentions. Positive congruity increases tourists’ propensity to appraise the destination favorably. Based on these insights, we propose the following hypothesis:
H4: Self-congruity exerts a positive influence on positive word of mouth.
Sirgy et al.99 conceptualize functional congruity as stemming from the evaluation of a product’s or brand’s performance against the consumer’s ideal expectations. This evaluation addresses consumer inquiries regarding the product’s ability to fulfill their needs and achieve their desires through its utilitarian attributes100,101. Extant research underscores functional congruity’s positive impact on pivotal tourism behaviors, including satisfaction, loyalty, and destination selection7,44,65. Given that positive word of mouth is a critical behavioral outcome, it is posited that a higher concordance between the actual performance of a destination and tourists’ expectations would correspondingly augment positive word of mouth. Specifically, in the context of food tourism, engagement in activities like sampling local cuisines, experiencing unique dining services, and immersing in the local food culture enhances tourists’ satisfaction with the functional benefits sought, thereby aligning the food tourism destination more closely with tourists’ functional needs. A greater degree of such alignment is likely to foster identification with the destination, subsequently affecting their attitudes and behavioral intentions. Based on this understanding, we propose the hypothesis:
H5: Functional congruity exerts a positive influence on positive word of mouth.
Moderating role of tourists’ emotional experiences
Self-congruity may not have a direct effect on tourist intentions102, suggesting that moderating variables must be considered when assessing the influence of congruity on destination behaviors35. According to the broaden-and-build hypothesis103,104, positive emotional experiences expand individuals’ temporary cognitive and behavioral repertoires, fostering the accumulation of long-term personal resources, including social, psychological, intellectual, and physical assets. Travelers’ emotional experiences, which are transient states triggered during travel, can facilitate personal engagement with activities and environments105. Emotionally aroused tourists are more likely to share narratives that align with their self-identity, as such emotional states enhance their recollection of experiences44.
This moderating mechanism is further supported by empirical research. Su et al.91 found that emotional experiences regulate narrative readiness across a range of tasks. Similarly, intentions to revisit and recommend have been closely linked to emotions such as joy, love, and pleasant surprise106,107. Kim and Ritchie76 demonstrated that the relationship between behavioral intentions and self-concept is mediated by emotionally charged experiences, including astonishment and nostalgia. These findings suggest that emotions act as a gatekeeper in transforming congruity into advocacy. One study further revealed that emotions bridge the ‘intent-action’ gap, showing that travelers with high self-congruity exhibited significant positive word of mouth intentions only when their emotional engagement surpassed a certain threshold108. Similarly, Boksberger et al.66 highlighted that emotional fulfillment mediates the impact of self-congruity on loyalty behaviors, such as recommendations. This aligns with cognitive appraisal theory109, which posits that emotions shape post-experience evaluations by filtering cognitive perceptions. Destination experiences are key in eliciting emotions and crafting memorable encounters for tourists100,110,111. In the context of food tourism, experiences such as savoring indigenous dishes or enjoying exceptional service can trigger emotions of joy, love, and positive surprise, thereby influencing the effect of self-congruity on behavioral outcomes. It is hypothesized that tourists with higher self-congruity are more likely to promote destinations actively when their emotional experiences are notably positive. This leads to the following proposition:
H6: Tourists’ emotional experiences (joy, love, positive surprise) moderate the relationship between self-congruity and positive word of mouth.
Functional congruity refers to the perceived alignment between the practical needs of travelers and the physical attributes of a destination112. In tourism, functional congruity has been identified as a key precursor to positive word of mouth. However, negative word of mouth can still arise if travelers’ functional requirements are met but the emotional experience remains lacking. The strength of this relationship is contingent upon several factors, with post-experience evaluations largely driven by emotions. When functional congruity is high—such as in destinations offering seamless transportation or quality accommodations—tourists’ emotional experiences enhance their pleasure and their likelihood of recommending the destination113. This aligns with the broaden-and-build theory, which posits that positive emotions increase cognitive flexibility, making functional advantages more salient in memory and narrative104. Han et al.113 found that even highly functional destinations, such as those with efficient transport systems, fail to inspire positive word of mouth unless tourists experience emotions like delight or gratitude. Similarly, Prayag et al.104 demonstrated that the impact of functional congruity on positive word of mouth is mediated by emotional engagement, particularly in historical tourism contexts, where advocacy is driven not only by logistical efficiency but also by emotional resonance. To foster positive word of mouth, functional adequacy—such as safety and affordability—must evoke emotions like joy or trust, as purely rational assessments lack the motivational power of emotional states10,114. In this regard, the emotional experiences of tourists play a critical mediating role in transforming utilitarian evaluations into passionate advocacy.
Within the domain of food tourism, the depth of the culinary experience and the convenience of facilities provided by a destination significantly enhance the perceived functional benefits of consumers. This heightened perception triggers emotional responses and specific behavioral outcomes, as elucidated by Cohen and Areni70. Namely, the emotional experiences tourists undergo at a food destination serve as a moderating factor for certain behaviors, such as word of mouth. Travelers are more likely to evaluate a destination positively when their emotional experiences correspond with the expected advantages115. Drawing from these observations, we suggest the following hypothesis:
H7: Tourists’ emotional experiences (joy, love, positive surprise) moderate the relationship between functional congruity and positive word of mouth.
The conceptual model depicted in Fig. 1 illustrates how destination personality shapes both self- and functional congruity, which, in turn, influences tourists’ emotional experiences and their subsequent propensity for positive word of mouth.
Conceptual model.
Research method
Study setting and sample size
As of September 2021, UNESCO has designated nine cities and regions worldwide with the prestigious “City of Food” title, five of which are located in China: Chengdu, Shunde, Macao, Yangzhou, and Huai’an. This study focuses exclusively on these five Chinese destinations, which are renowned globally for their culinary culture, preparation, and experiences, and attract a high volume of both domestic and international tourists. Given their prominence, these destinations provide an ideal context for data collection. Consequently, other UNESCO “City of Food” locations outside China are not considered in this study. The destination personality measure in the questionnaire was adapted from Kumar115, consisting of 23 items across three sub-dimensions. The self-congruity and functional congruity metrics were derived from the frameworks of Šegota et al.6 and Usakli et al.40. The measurement of travelers’ emotional experiences was expanded to include four sub-dimensions, building upon the work of Hosany and Prayag11 and Sharma and Nayak10. Finally, positive word of mouth was assessed using four items based on the research of Breitsohl and Garrod116 and Thompson et al.117.
To empirically evaluate the proposed research model, we targeted non-local tourists who had visited any of the five designated cities. To ensure informed participation, the lead researcher provided a brief overview of the study’s purpose and ethical considerations at the outset of the questionnaire. The survey, which took approximately 15 min to complete, emphasized respondents’ anonymity and confidentiality. The questionnaire was distributed via the WeChat platform using purposive sampling. Eligibility was determined through a screening question: Which of the following cities or regions have you visited? Respondents were instructed to exclude their current place of residence, ensuring that only non-local tourists who had visited at least one of the five cities could proceed with the survey. Otherwise, the survey was terminated. Following the recommendations of Hair et al.118,119, which suggest a minimum sample size of 200–400 for structural equation modeling (PLS-SEM) to detect a minimum effect at specified power and significance levels, our data collection occurred online between August and September 2022. This process yielded 452 completed questionnaires, satisfying the minimum sample size for PLS-SEM. Moreover, similar sample sizes have been employed in empirical studies of tourist behavior120,121,122. To ensure data validity, we followed Curran’s123 approach, refining the dataset by excluding outliers, rapid responses, and patterned answers. After these adjustments, a final sample of 357 valid questionnaires remained for analysis.
Data analysis
The research employed Partial Least Squares Structural Equation Modeling (PLS-SEM) for data analysis, utilizing SmartPLS 3.2.9 software. As noted by Hair et al.124, second-order constructs can be modeled to reduce the number of hypotheses and enhance the parsimony of the structural model. PLS-SEM is particularly effective in addressing complex models and is well-suited for studies with small sample sizes, non-normal data, or formative indicators, where predictive accuracy is prioritized over theory validation119,123. Compared to traditional Structural Equation Modeling (SEM) and experimental approaches, PLS-SEM excels in managing intricate model structures125,126. This method offers significant value in application-oriented research and data-constrained contexts, striking a balance between methodological rigor and practical applicability127,128. Descriptive statistics, including participant demographics, were computed using SPSS. Hypothesis testing was conducted using the PLS algorithm, with enhanced significance testing through bootstrapping (5000 subsamples), following the guidelines set by Hair et al.129,130.
Results
Profile of respondents
The demographic breakdown of the study’s respondents revealed a predominance of female tourists, constituting 70% of the sample. A significant portion of the respondents fell into the younger age bracket, with 60.8% aged between 18 and 30 years. The educational level was mainly at the bachelor’s degree level, representing 60.2% of the respondents. Regarding monthly income, 38.1% reported earning less than 3000 RMB, while 22.4% had incomes exceeding 9000 RMB. Visit frequency to the cities under study was high, with 55.5% of respondents having visited more than three times. Duration of stay showed a spread, with 33.3% staying for 3–7 days and 33.6% for more than 14 days. A substantial majority, 74.2%, preferred traveling in groups with family or friends. Detailed demographic information is presented in Table 1.
Evaluation of the measurement model and discriminant validity
In accordance with Anderson and Gerbing’s131 two-phase approach, this study first validated the measurement model through assessments of convergent validity and reliability. The key criteria for model validation were met: (1) All factor loadings exceeded 0.5, confirming the relevance of the indicators132; (2) Composite reliability (CR) scores ranged from 0.7 to 0.95, indicating optimal internal consistency133; (3) Average variance extracted (AVE) values exceeded 0.5, demonstrating sufficient variance capture134; and (4) All CR measures remained above the conservative threshold of 0.6, ensuring robustness. Collectively, these results affirmed the psychometric strength of the model. Discriminant validity was established using the heterotrait-monotrait ratio (HTMT) method134. All inter-construct correlations were below 0.90 (liberal threshold)135, with a more stringent analysis revealing values under 0.85—exceeding contemporary methodological standards136. This dual-threshold analysis confirmed clear construct differentiation. Comprehensive validity testing across both phases ensured measurement precision and theoretical distinctiveness. Detailed metrics are provided in Tables 2 and 3.
Evaluation of the structural model and hypothesis testing
Following the confirmation of the measurement model’s reliability and validity, the structural model was evaluated to test the suggested hypotheses. Employing the methodology advocated by Hair et al.130, we examined path coefficients, standard deviations, T-values, P-values, and confidence intervals using bootstrapping techniques. This analysis substantiated the hypothesized relationships among destination personality, self-congruity, functional congruity, and positive word of mouth. Notably, destination personality was found to exert a positive influence on both self-congruity and functional congruity, supporting Hypotheses 1 and 2. Further, self-congruity positively correlated with functional congruity and positive word of mouth, confirming Hypotheses 3 and 4. Functional congruity also demonstrated a significant positive relationship with positive word of mouth, affirming Hypothesis 5. In terms of moderation effects, the interaction between tourists’ emotional experiences and self-congruity significantly impacted positive word of mouth, thus supporting Hypothesis 6. Nevertheless, the expected moderating role of emotions in the link between functional congruity and positive word of mouth did not materialize, resulting in Hypothesis 7 being dismissed. Comprehensive results are depicted in Table 4.
Discussion and conclusions
Empirical studies within the context of food tourism are relatively scarce. This research enriches the burgeoning field of food tourism by presenting a new, holistic model that integrates self-congruity and functional congruity, aiming to elucidate the connections between destination personality, tourists’ emotional experiences, and positive word of mouth. While previous studies have occasionally applied self-congruity and functional congruity to investigate their impact on tourists’ behavioral intentions, their combined application within the specific domain of food tourism remains rare. Furthermore, this research builds on existing literature that highlights the critical nexus among experiences, emotions, and behaviors137,138, by exploring the role of emotional experiences as a moderating variable affecting behavioral intentions. By examining this underexplored intersection, this study advances the theoretical understanding of the dynamics of food tourism and provides valuable insights for destination marketers. These findings can help increase visitor engagement and advocacy by strategically aligning marketing messages with travelers’ functional expectations and self-perceptions.
Unlike most previous studies, this research focused on the four dimensions of self-congruity, revealing the causal relationship between destination personality and self-congruity. Travel destinations fulfill both symbolic and functional roles, meeting travelers’ needs and influencing their behavioral intentions40,62. Integrating self-congruity and functional congruity within a unified model of food tourist behavior enhances our understanding of their predictive power on consumer behavior, as suggested by Sirgy et al.7,92. This study incorporates these variables into a model that explores self-congruity’s biasing effect on functional congruity and examines their combined influence on tourists’ behavior in food tourism.
Additionally, the study confirmed the significant link between tourists’ emotional experiences and word of mouth behavioral intentions. The results show that tourists’ emotional experiences play a moderating role in the relationship between self-congruity and positive word of mouth. This finding supports the claim by Yang et al.17 on the importance of moderating variables in interpreting destination behaviors, adding to the discourse on congruity theories in tourism. However, contrary to expectations, no moderating effect of tourists’ emotional experiences was observed between functional congruity and positive word of mouth. This suggests that the fulfillment of tourists’ functional expectations may inherently prompt word of mouth behaviors, irrespective of the emotional states elicited during the experience. It implies that satisfaction of functional needs alone can influence behavioral intentions towards word of mouth, highlighting a nuanced understanding of the factors driving tourists’ communicative actions.
Theoretical contributions
This research elucidates the dynamics of self-congruity, functional congruity, and tourists’ emotional experiences in shaping tourists’ behavioral intentions, thereby enriching the discourse on tourist psychology and behavior. By empirically investigating the interplay between destination personality, self-congruity, functional congruity, tourists’ emotional experiences, and positive word of mouth, this study offers significant theoretical insights. The key theoretical contributions are delineated as follows:
Firstly, this study makes an innovative contribution by integrating tourists’ emotional experiences into the theoretical framework of self-congruity and functional congruity, establishing a direct link between emotional experiences, self-congruity, functional congruity, and word of mouth. While prior research has explored self-congruity to examine the interaction between destination personality and tourists’ behaviors (e.g., revisit intentions, consumption choices), few empirical studies have examined the role of emotions as a moderating factor139,140,141. The findings of this study confirm that tourists’ emotional experiences moderate the effect of self-congruity on word of mouth. This not only bridges the existing gap in understanding the role of self-congruity in influencing word of mouth34,102, but also expands the framework of self-congruity theory116,142. Moreover, despite the limited focus on emotions in current tourism research17, this study clarifies that the three dimensions of positive emotional experiences—joy, love, and positive surprise—serve as facilitators in enhancing the impact of self-congruity on word of mouth.
Secondly, this study enhances the theoretical understanding of destination matching mechanisms within coherence theory by distinguishing the roles of self-congruity and functional congruity. While the influence of self-congruity on tourists’ behavioral intentions has been extensively explored in existing literature34,82, the theoretical significance of functional congruity has been historically overlooked. This underappreciation has contributed to a cognitive-affective bias in academic models of tourist behavior, overemphasizing psychological identity while neglecting the material dimensions of functional experiences140. The findings of this study demonstrate that self-congruity drives behavior by fostering mental resonance between tourists and destinations, whereas functional congruity sustains behavior through tangible, embodied practices—both of which exert a positive influence on tourist actions. Moreover, beyond the direct impact of functional congruity on tourist behavior, this study explores the indirect pathway through which functional congruity influences word of mouth, thus shedding light on additional, more nuanced mechanisms through which functional congruity shapes tourist behavior.
Thirdly, this study contributes to the discourse on word of mouth behavior in tourism research. While word of mouth has been extensively studied in consumer behavior, empirical research focused specifically on the positive and negative dimensions of word of mouth in tourism remains limited143,144. Existing literature suggests that positive word of mouth exerts a more substantial impact than negative word of mouth145. By examining the role of positive word of mouth within the self-congruity and functional congruence frameworks, this study highlights the facilitating effects of both self-congruity and functional congruence on positive word of mouth, while also revealing the significant moderating role of tourists’ emotional experiences. These findings deepen our understanding of the multidimensional nature of word of mouth and further clarify the distinct roles played by positive and negative word of mouth.
Practical implications
For tourism management practitioners, particularly those overseeing food tourism destinations, understanding and leveraging emotional engagement is crucial. This study underscores the importance of integrating emotional elements into marketing strategies to enhance tourist attraction and engagement. Emotionally resonant advertising can significantly boost tourists’ motivation and visitation intentions142. Successful examples include emotionally charged slogans used by various destinations, such as the evocation of joy and purity by Leshan Cold Cake and the celebration of communal warmth by Chongqing Hot Pot. Therefore, destination marketers are encouraged to meticulously craft and highlight the unique emotional attributes of their culinary offerings. This can be achieved by creating advertising slogans with positive emotional cues, adopting décor styles that evoke positive emotions, and providing services designed to delight visitors. This study demonstrates the efficacy of leveraging destination congruity and personality to forge emotional connections with tourists. Managers can personalize their services to enhance the alignment between tourists’ self-congruity and the destination, fostering an emotional journey that resonates deeply with the target audience.
Secondly, food tourism destination managers are encouraged to curate themed experiences based on festivals or local specialty products, providing tourists with immersive and unique environments, services, activities or amenities. These experiences not only enhance visitor engagement but also foster unique emotional connections. Beyond traditional food-related events, introducing unexpected experiences can attract tourists and generate more traffic. When designing these experiential activities, it is crucial for managers to strategically allocate resources in alignment with the destination’s culinary attributes and services. Projects or activities should be diverse and layered to maximize participation and enrich the visitor experience. Additionally, optimizing spatial arrangements and designs to ensure food safety and hygiene while promoting a serene and cohesive atmosphere will elevate the overall quality of the experience. Meticulous planning and execution are instrumental in encouraging positive word of mouth endorsements, thereby enhancing the destination’s brand impact. Finally, tourism managers should skillfully use online media to publicize and encourage positive word of mouth communication among tourists.
Thirdly, optimizing self-congruity and functional congruity between tourists and food tourism destination brands is a strategic approach to enhancing the appeal of food tourism brands. Destination managers can enhance identification with the destination by developing and amplifying both tangible and intangible, as well as functional and symbolic benefits associated with the food tourism experience. Specifically, enhancing the functional attributes of food tourism destinations—including infrastructure, transportation access, and the quality of restaurant services—can more effectively satisfy tourists’ culinary expectations, thereby improving the destination’ s functional congruity from the tourists’ perspective. Moreover, focusing on word of mouth evaluations to identify deficiencies facilitates continuous improvement of food tourism programs, creating a virtuous cycle of attracting tourists and improving the visitor experience.
Limitations and future research directions
The scope of this study was limited to five UNESCO-designated Cities of Food within China, focusing exclusively on domestic Chinese tourists. As a result, the findings primarily reflect the perspectives of inland Chinese residents regarding food tourism, which may not be generalizable to international audiences. The regional and demographic specificity of the sample constrains the broader applicability of the results. Future research should consider examining the experiences of foreign visitors to food cities and expanding the sample size to enhance the generalizability of findings. Furthermore, broadening the selection of food tourism destinations to include a diverse range of countries and regions, and conducting comparative analyses, would provide valuable insights into the global variations and commonalities in food tourism experiences.
Additionally, future studies should aim to dissect the influence of tourists’ emotional experiences on word of mouth and other behavioral intentions with greater specificity. Adopting a categorical approach to distinguish among fundamental affective states—such as happiness, anger, and regret—could significantly enhance our understanding of the nuanced predictive power of emotions on tourist behaviors. Such an approach would enable a more detailed validation of how distinct emotional experiences contribute to varying tourist actions and decisions.
Finally, additional important moderating variables like gender and travel companionship may further complicate the influence of self-congruity and functional congruity on positive word of mouth behavioral intentions. The focus of this study has been on travelers’ positive emotional experiences and positive word of mouth. Therefore, future studies should expand the scope to include a greater variety of word of mouth behavioral intents within the context of culinary tourism. This extension may reveal new consumer behavior predictors, providing a more thorough knowledge of the variables influencing word of mouth in the context of food tourism.
Data availability
Data is provided within the manuscript or supplementary information files.
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Acknowledgements
The authors of this study would like to express their gratitude to A/Prof. Dr. Shaohua Yang from the School of Business, Anhui University of Technology, for his invaluable guidance on framework development, writing strategy, data analysis, and responses to the reviewers’ comments in this paper. It should be noted that this study replicates and extends the work of Yang et al. (2020) in their conceptual paper.
Funding
This research was supported by grants from the Science Foundation of the Ministry of Education of China (21YJCZH252), the Science Foundation for The Excellent Youth Scholars of Universities in Anhui Province (2023AH030033), the Science Foundation for Postdoctoral Research Projects in Sichuan Province (TB2023088), the Philosophy and Social Science Foundation of Anhui Province (AHSKQ2021D17), the Anhui Provincial Quality Engineering Project (2023kcszsf055), the New Era Education Quality Engineering Project (2023qyw/sysfkc018), the Innovative Development Project of the Anhui Province Federation of Social Sciences (2021CX519), the Sichuan Provincial Department of Culture and Tourism (2023YB02), the Sichuan Province Philosophy and Social Science Key Research Base-Tianfu International Sports Events Research Center (YJY2023B04), the Sichuan Provincial Department of Education Humanities and Social Sciences Key Research Base-Sichuan Leisure Sports Industry Development Research Center (XXTYCY2023C11), and the Yunnan Provincial Department of Education Scientific Research Fund Project (2025Y0819).
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Danping Liu: Resources, Project administration, Methodology, Funding acquisition, Conceptualization. Miaoxuan Wu: Writing-original draft, Writing-review & editing, Investigation. Tingting Zhu: Validation, Formal analysis, Data curation, Resources, Funding acquisition. Hedan Fang: Writing-review & editing. Di Hu: Supervision. All authors reviewed the manuscript.
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This study was reviewed and approved by the Institutional Ethics Committee of the School of Business, Anhui University of Technology, with the approval number SB-AHUT-REC-2022-09-HS01, dated 8.02.2022.
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Liu, D., Wu, M., Zhu, T. et al. Self-congruity and functional congruity drive positive word-of-mouth in food tourism through moderating effects of emotional experiences. Sci Rep 15, 10560 (2025). https://doi.org/10.1038/s41598-025-94046-6
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DOI: https://doi.org/10.1038/s41598-025-94046-6



