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This study aims to identify the groups of value cocreators in the context of social media in the retail banking industry and resources that predict customer membership among different groups of value cocreators.

This study reviewed the literature and developed measurement instruments for the constructs of interest. Data were collected from 406 customers in an emerging market in 2019 and analyzed using latent profile analysis.

This study identified three profiles of value cocreators on social media based on the actual practices of resource integration that enliven value cocreation. Second, this study explains the differences in the performance of resource integration practices to cocreate by the types of resources that customers integrate into social media. Third, this study fills the need for knowledge of value cocreation in different contexts and industries (e.g. banks).

This study analytically relates a set of resources to the variety and intensity of the value cocreation practices adopted by bank customers in interactive environments. The emphasis on how value cocreation practices in online environments combined with customer resources (e.g., a person-centered approach) allows to identify unique profiles of value cocreators on social media. The findings inform managers of the profiles of cocreators, which customers are more attractive as value cocreators on social media, and which resources managers should help customers develop to increase cocreation on social media.

Applications of artificial intelligence (AI), such as virtual and physical service robots, generative AI, large language models and decision support systems, alter the nature of services. Most service research centers on the division between human and AI resources. Less attention has been paid to analyzing the entangled resource relations and interactions between humans and AI entities. Thus, the purpose of this paper is to extend our metatheoretical understanding of resource integration and value cocreation by analyzing different human–AI resource relations in service ecosystems.

The conceptual paper adapts a novel framework from postphenomenology, specifically cyborg intentionality. This framework is used to analyze what kinds of human–AI resource relations enable resource integration and value cocreation in service ecosystems.

We conceptualize seven different human–AI resource relations, namely background, embodiment, hermeneutic, alterity, cyborg, immersion and composite relation. The sociotechnical entangled perspective on human–AI resource relations challenges and reframes our understanding of interactions between humans and nonhumans in resource integration and value cocreation and the distinction between operant and operand resources in service research.

Our primary contribution to researchers and service providers is dissolving the distinction between operant and operand resources. We present two foundational propositions. 1. Humans and AI become entangled value cocreating resources in inherently sociotechnical service ecosystems; and 2. Human and AI entanglements in value cocreation manifest through seven resource relations in inherently sociotechnical service ecosystems. Understanding the combinatorial potential of different human–AI resource relations enables service providers to make informed choices in service ecosystems.

The main objective of our study is to shed light on how perceived enjoyment influences the intricate relationship between value cocreation and consumer satisfaction, with a specific focus on the realms of tourist services.

To achieve the objective outlined in this research, an information survey was carried out on 400 consumers of tourist services who have participated in virtual cocreation processes through digital platforms. As a data analysis technique, the dynamic structural equation modeling (DSEM) analyzes the causal relationships between the elements under study.

Our extensive analysis draws upon the data collected through a survey spanning from 2018 to 2023, encompassing 400 participants who actively engaged in value cocreation processes in both physical and virtual settings. Our investigation considers two competing models to elucidate the role of perceived enjoyment. Our findings, established through DSEM illuminates that perceived enjoyment predominantly functions as a mediator, exerting a more pronounced influence on the connection between value cocreation and consumer satisfaction. Contrary to a moderating role, perceived enjoyment emerges as a significant mediator in our study.

The most significant addition is recognizing virtual value cocreation behaviors in tourist sector activities over time, primarily because it indicates the likelihood of negative repercussions of its usage. Furthermore, it must be capable of designing surroundings according to the characteristics of customers in terms of immersion and technology usage, preventing a rise in stress situations that might result in more negative consequences than planned. Another important insight is that virtual value cocreation initiatives have detrimental long-term implications, particularly in tourism.

This paper aims to identify the role of coproduction and value-in-use in the overall hotel experience value, and its effects on cognitive-affective satisfaction and loyalty. The country chosen is Spain, in the context of the “new normal,” where the increase in tourist flow after the COVID-19 pandemic has been very relevant, setting up the chance to better assess and discuss value creation in a post-pandemic era.

The causal model is validated with partial least squares (PLS) in a panel of 405 hotel guests (applying sampling quotas by sex, age and region).

The chain of effects is verified with stronger links at the end and with a greater weight of value-in-use compared to coproduction. Hotels’ efforts to adapt to the pandemic situation work better if a customized, unique experience is offered and if intensive communication is with and not just to the guest. The role of experience value is key for the cocreation to produce results for satisfaction and loyalty.

This study contributes to the value creation literature by highlighting the respective roles of coproduction and value-in-use as drivers of the satisfaction−loyalty chain, and by introducing the guest’s overall hotel experience value into this chain. This is viewed against the backdrop of the contextual changes that have occurred since 2020 in the Spanish hotel industry. The post-pandemic context “forces” the client to actively participate. Analysis of the implications of this kind of new cocreation on the overall customer experience is relevant for both tourism scholars and managers.

Previous research acknowledges the importance of stakeholders for destination branding. However, there is a lack of studies examining which specific online user discourses are triggered by stakeholder responses to destination brand communication. To address this gap, the purpose of this study is to analyze online user discourses initiated by stakeholder’s reactions to a destination image video and thus enhance knowledge on brand communication and management.

The authors investigated 2,187 online comments to 19 medial stakeholder reactions to a destination management organization (DMO) image video both by running a manual as well as a software-based content analysis. The explorative empirical study identifies seven major categories reflecting online user discourses triggered by stakeholder reactions to destination brand communication.

The explorative study indicates that stakeholder reactions to destination brand communication trigger online comments evolving within both the inner and outer tourism system. The discourse subjects, in turn, reflect both user-generated content of brand cocreation and brand codestruction. The findings expand literature in that previous studies on brand cocreation mainly refer to service encounters.

By identifying which online user discourses are triggered by stakeholder reactions to DMO brand communication, the authors provide managerial implications. Specifically, the authors suggest guidelines for all stages of destination communication campaigns to support online user discourses reflecting brand value cocreation and preventing brand value codestruction.

The study responds to a lack of research on online user discourses initiated by stakeholder reactions to DMO brand communication. Contrary to previous studies, the authors identify specific online user discourses relating not only to the inner but also to the outer tourism interest system. Revealed discourses, in turn, reflect brand cocreation and brand codestruction.

先前的研究确认了利益相关者对于目的地品牌塑造的重要性。然而, 目前缺乏研究探讨利益相关者对目的地品牌传播的反应, 会引发哪些特定的线上使用者论述。针对这个缺口, 本研究分析由利益相关者对目的地形象影片的反应所引发的线上使用者论述, 进而增进品牌传播与管理的知识。

作者通过手动和软件内容分析, 调查了 2,187 条在线评论, 涉及 19 个媒体利益相关者对目的地管理组织形象视频的反应。这项探索性实证研究确定了七个主要类别, 反映了利益相关者对目的地品牌传播的反应所引发的在线用户讨论。

本探索性研究表明, 利益相关者对目的地品牌传播的反应, 引发了在旅游系统内部和外部演变的在线评论。话语主体反过来反映了用户生成的品牌共创和品牌共建内容。 以往关于品牌共创的研究主要涉及服务接触, 而我们的研究结果拓展了这一研究领域。

通过确定利益相关者对目的地管理组织品牌传播的反应引发的在线用户话语, 我们提供了管理方面的启示。具体来说, 我们为目的地传播活动的各个阶段提出了指导方针, 以支持反映品牌价值共创和防止品牌价值共毁的在线用户话语。

我们的研究回应了由利益相关者对目的地管理组织品牌传播的反应所引发的线上使用者论述研究的缺乏。与先前的研究相反, 我们发现特定的线上使用者论述不仅与内部旅游利益体系有关, 也与其外部有关。所揭示的论述反过来反映了品牌共创和品牌共建。

Investigaciones anteriores reconocen la importancia de las partes interesadas en la creación de marcas de destino. Sin embargo, faltan estudios que examinen si los discursos específicos de los usuarios en línea son desencadenados por las respuestas de las partes interesadas a la comunicación de la marca de destino. Para colmar esta laguna, el presente estudio analiza los discursos de los usuarios en línea iniciados por las reacciones de los grupos de interés a un vídeo de imagen de un destino, mejorando con esto los conocimientos sobre comunicación y gestión de marcas.

Los autores investigan 2.187 comentarios en línea a 19 reacciones de grupos de interés mediáticos a un vídeo de la imagen de una OMD mediante un análisis de contenido tanto manual como basado en software. El estudio empírico explorativo identifica siete categorías principales que reflejan los discursos de los usuarios en línea desencadenados por las reacciones de las partes interesadas a la comunicación de la marca de destino.

El estudio exploratorio indica que las reacciones de las partes interesadas a la comunicación de la marca del destino desencadenan comentarios en línea que evolucionan dentro del sistema turístico interno y externo. A su vez, los temas del discurso reflejan tanto el contenido generado por los usuarios como la cocreación y la codestrucción de la marca. Nuestros hallazgos amplían la literatura en el sentido de que los estudios anteriores sobre cocreación de marcas se refieren principalmente a encuentros de servicios.

Al identificar qué discursos en línea de los usuarios desencadenan las reacciones de las partes interesadas a la comunicación de marca de los OMD, aportamos implicaciones para la gestión. En concreto, sugerimos directrices para todas las fases de las campañas de comunicación de los destinos, con el fin de apoyar los discursos en línea de los usuarios que reflejan la cocreación del valor de la marca y evitar la codestrucción de dicho valor.

Nuestro estudio responde a la falta de investigación sobre los discursos en línea de los usuarios iniciados por las reacciones de las partes interesadas a la comunicación de marca de las OMD. A diferencia de estudios anteriores, identificamos discursos específicos de usuarios en línea relacionados no sólo con el sistema de intereses turísticos interno, sino también con el externo. Los discursos revelados reflejan a su vez la cocreación y la codestrucción de la marca.

This study aims to examine the impact of corporate social responsibility (CSR) on customer-based brand equity (CBBE), with a focus on the mediating role of customer value cocreation (CVCC). The objective is to understand the direct and indirect links between CSR and the dimensions of CBBE (image, quality, awareness, loyalty) in the context of the luxury hotel industry, thus filling existing gaps.

This quantitative study of luxury hotel guests in Morocco used a questionnaire. After a pilot study with 10 professionals, the final version was administered, generating 204 valid responses. Purposive convenience sampling was chosen. PLS analysis was favored.

The results highlight the significant influence of CSR on the four dimensions of CBBE. Likewise, CVCC exerts a significant effect on CBBE aspects, except for brand loyalty. CVCC partially mediates the relationship between CSR and brand image, perceived quality and brand awareness. However, it does not have a significant mediating role in the CSR−brand loyalty relationship.

The study, despite its contributions, is limited to the luxury hotel industry in Morocco, raising concerns of external validity. Future research should diversify service contexts and explore the multidimensionality of CSR.

Luxury hotel managers should prioritize authentic communication to optimize their CBBE through CVCC. An inclusive and strategic approach to cocreation is essential to strengthen the impact of CSR on CBBE. Integrating CSR into customer touchpoints and human resources policies is crucial.

This study, to the best of the authors’ knowledge, enriches understanding of the complex interactions between CSR, CVCC and CBBE in Morocco and North Africa. Its originality lies in its exclusive contribution to the region’s marketing literature, broadening the field of knowledge. By exploring these relationships in the specific context of the region, it offers new perspectives to researchers and practitioners interested in CSR, CVCC and CBBE.

The hotel customers are conscious of the deteriorating environmental conditions and demand for online immersions. Hotels lack an exciting shift in customer behavior for augmented customer re-patronage intention (CRPI) especially in developing countries. This study aims to apply customer-dominant service logic (CDSL) to comprehend customers’ life-sphere contributing to some of the vital United Nations sustainable development goals (UN SDGs). In this essence, CDSL grasps the impact of customer empowerment (CE) and environmental corporate social responsibility (Env CSR) on customer re-patronage intention (C-RPI) with the mediating and moderating effects in Pakistan’s four- and five-star hotels.

A deductive approach is followed in which an online survey of 400 hotel customers was conducted using purposive and snowball sampling techniques to understand the practice of C-RPI and UN SDGs.

This study reveals that executing the UN SDGs in the hotel industry eventually boosts CE and Env CSR, further enhancing online customer value cocreation (O-CVCC) resulting in C-RPI. Both CE and Env CSR gain a complimentary/partial mediation by O-CVCC on C-RPI is also reported. Moreover, sensation seeking moderates the relationship between CE and O-CVCC. Yet, customer commitment does not moderate the relationship between O-CVCC and C-RPI.

This study highlights that C-RPI (i.e. SDG 11) enhances when Env CSR is taken care of (i.e. SDG 13), customers are empowered (i.e. SDG 5 and SDG 17) and cocreated online (i.e. SDG 9). To the best of the authors’ knowledge, this study is one of the first studies to empirically test the approaches in the hotel industry contributing to SDG 5, 9, 11, 13 and 17.

Los clientes de hoteles son conscientes de las condiciones ambientales deteriorantes y demandan inmersión en línea. Los hoteles carecen de un cambio emocionante en el comportamiento del cliente para la intención de repatronaje aumentada (CRPI) especialmente en países en desarrollo. Este estudio aplica la lógica de servicio dominante del cliente (CDSL) para comprender la esfera de vida de los clientes que contribuyen a algunos de los vitales Objetivos de Desarrollo Sostenible (ODS) de las Naciones Unidas (ODS de la ONU). En esencia, CDSL comprende el impacto del empoderamiento del cliente (CE) y la RSE ambiental (Env CSR) en C-RPI con efectos de mediación y moderación en hoteles de cuatro y cinco estrellas de Pakistán.

Se utilizó un enfoque deductivo en el que se llevó a cabo una encuesta en línea a 400 clientes de hoteles utilizando técnicas de muestreo intencional y de bola de nieve para comprender la práctica de RPI y los ODS de la ONU.

Este estudio revela que la ejecución de los ODS de la ONU en la industria hotelera finalmente impulsa CE y Env CSR, y mejora aún más O-CVCC resultando en C-RPI. También se informa que tanto CE como Env CSR obtienen una mediación complementaria/parcial por la co-creación de valor del cliente en línea (O-CVCC) en C-RPI. Además, la búsqueda de sensaciones (SS) modera entre CE y O-CVCC. Sin embargo, el compromiso del cliente (CC) no modera entre O-CVCC y C-RPI.

Este estudio destaca que C-RPI (es decir, ODS 11) mejora cuando se cuida Env CSR (es decir, ODS 13), los clientes están empoderados (es decir, ODS 5 y ODS 17) y co-creados en línea (es decir, ODS 9). Este estudio es uno de los primeros estudios en probar empíricamente los enfoques en la industria hotelera que contribuyen a los ODS 5, 9, 11, 13 y 17.

酒店客户对环境恶化的意识日益增强, 并呼吁进行在线沉浸体验。在发展中国家, 尤其需要酒店采取激动人心的客户行为转变措施,以增强客户再次光顾意向（CRPI）。本研究旨在运用客户主导服务逻辑（CDSL）理解客户的生活领域, 同时为联合国关键的可持续发展目标（UN SDGs）做出贡献。在这一框架下, 研究将探讨客户赋权（CE）和环境 CSR（Env CSR）对巴基斯坦四星级和五星级酒店中 CRP I的调节和中介作用。

本研究采用演绎方法, 结合目的性和雪球抽样技术, 对400名酒店客户进行了在线调查, 以深入了解 RPI 以及UN SDGs 的实践情况。

该研究表明, 在酒店业执行 UN SDGs 最终促进了CE 和 Env CSR, 并进一步增强了O-CVCC, 从而导致了C-RPI的提升。同时, CE和Env CSR在 C-RPI 上通过在线客户价值共创（O-CVCC）获得了互补/部分中介。此外, 感知寻求（SS）在CE和O-CVCC之间起到了调节作用。然而, 客户承诺（CC）在O-CVCC和C-RPI之间没有调节作用。

该研究表明, 在酒店业执行 UN SDGs 最终促进了CE 和 Env CSR, 进而进一步增强了O-CVCC, 从而导致 C-RPI的提升。同时, CE 和Env-CSR 在客户再次光顾意向上通过在线客户价值共创 (O-CVCC) 获得了互补或部分中介作用。此外, 感知寻求 (SS) 在CE和 O-CVCC 之间起到了调节作用。然而, 客户承诺(CC)在O-CVCC和C-RPI之间没有发现调节作用。

该研究强调了在 EnvCSR 受到关注时（即SDG 13）, 客户被赋权时（即 SDG 5和SDG 17）, 以及在线共同创造时（即 SDG 9）会增强客户再次光顾意向（即 SDG 11）。这项研究是第一批在实践中测试了酒店业对 SDG 5、9、11、13 和17做出贡献的方法之一。

This study aims to analyzed the development of open innovation research knowledge and its application in the tourism sector during the past 17 years, with the aim of understanding the scientific activity and impact of existing research. In addition, this research identifies trending thematic lines and provides recommendations for future research on this topic.

A bibliometric analysis was carried out from the Scopus database, in which 110 studies related to open innovation in tourism were identified. The analysis of the papers was done with the Bibliometrix and Vosviewer tools.

The results show that there is a recent and growing interest among academics, especially since 2017. Moreover, four main lines of work were identified: overtourism and sustainability, value cocreation, open innovation and competitive advantage and its impact on organizations belonging to the hotel sector and the relationship between external knowledge and internal sources in innovation management and open innovation performance.

The relationship with other stakeholders involved in the customer experience value creation in the tourism sector depends to a large extent on the joint offer that hotels, restaurants, tour operators and tourist offices, can provide in a tourist destination. Therefore, having external sources to innovate from will improve their innovative and organizational performance. However, there are no bibliometric analyses on the application of the open innovation paradigm in this sector. Thus, this research contributes to fill this gap, as well as to identify the most recurrent themes that show how open innovation is developing in tourism, providing academics and researchers with guidelines for future research.

This study aims to perform the bibliometric analysis of the customer engagement (CE) literature, highlights the major research themes and classifies the subdomains. The study also identifies antecedents and consequences, as well as dimension evolution, and suggests future research directions.

This study used a comprehensive bibliometric approach using Scopus data from 2002 to January 2024. Advanced analytical techniques, including bibliometric and cocitation analysis using R and bibexcel, were used. In addition, machine learning (ML)-based Latent Dirichlet Allocation (LDA) was used to extract latent themes.

This study reveals the domain’s past trend and present research scenario. The thematic analysis of CE is classified into three phases. Document cocitation analysis provided four broad clusters: conceptualization and operationalization, value creation through engagement, building relationships with brands and engagement-social media interface. The antecedents and consequences are categorized and presented along with the evolution of the multidimensional nature of CE.

This study adds to the literature in two key ways. First, the entire scholarly production has been compiled into one frame. Second, multiple methods were used to unravel citation, cocitation and textual data. Furthermore, ML-based LDA was used to extract latent themes from clusters and future research directions were proposed.

This study aims to characterize remote workers’ Airbnb experiences through the cognitive outcomes of their experiences and to consider the differences between long and short stays.

The structural topic model methodology was used to identify relevant topics. Data were collected from InsideAirbnb for Lisbon, Portugal and Austin, Texas, USA, for 2022 and early 2023, focusing on reviews that mentioned remote work.

The Airbnb experiences of remote workers and digital nomads are characterized as professionals who express mostly affective outcomes, but also have behavioral and nonaffective outcomes during their stay. In addition, the findings support the moderating role of length of stay and city.

This paper contributes to the literature by exploring how length of stay affects the priorities of remote workers on Airbnb, highlighting the different needs of long-term and short-term stays, and helping to consolidate and clarify the scattered research on customers’ long-term experiences in tourism and hospitality.

The Airbnb experience of remote workers is the highly valued as evidenced by the high rate of commending reviews indicating a willingness to stay there again. It is suggested that Airbnb hosts continue their helpful role and ensuring the functionality and availability of essential facilities and emphasizing neighborhood amenities specific to long and short stays. ChatGPT4 was found to be valuable for extracting data and assigning topic labels.

This study uses a novel structural topic model, augmented with ChatGPT4, to analyze Airbnb customer reviews that mention remote work, thereby improving inferences about the characterization of remote workers.