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This study aims to examine the roles of perceived organisational support (POS), attitude and self-efficacy in understanding the external whistleblowing intentions among senior auditors through the lens of stimulus–organism–response theory.

This study uses data from 119 senior auditors in audit firms in Malaysia. POS is predicted to be a stimulus factor from the external environment that affects the attitude and self-efficacy (organism) of the auditors and reassures them to act to whistleblow (response).

POS has a significant impact on self-efficacy and on attitude. Self-efficacy is shown as a significant mediator between POS and external whistleblowing intentions, but there is no statistical support for self-efficacy having a mediating effect on the relationship between the attitude of senior auditors and external whistleblowing intentions.

The findings can assist accounting professional bodies in understanding the psychological behaviours of auditors that contribute to their intention to shine a light on wrongdoing in audit firms and in providing a better insight into the critical factors that could influence auditors to whistleblow.

This study is among the earliest to investigate the application of stimulus–organism–response theory in whistleblowing, and hence it illustrates how the theory can be applied in studies on the ethical behaviours of actors in professional careers. The findings shed light on the role of self-efficacy as a significant mediator between POS and external whistleblowing intentions.

Guided by stimulus-organism-response (SOR) theory, this study analyzed the user-generated content (UGC) produced by attendees from six anime conventions in the USA.

A total of 739 online reviews and 1,932 photos were collected from the social platforms of six large anime conventions in the USA (Yelp and Facebook), and the study employed thematic analysis and image analysis to analyze the collected UGCs.

The findings revealed eight main themes (i.e. ambient and space, customers, service and products, sign and symbol, social density, emotional status, motivation, and behavior intention) and 32 subthemes across the three dimensions of SOR theory. Leveraging the power of cutting-edge image analysis, the image labels obtained from the analysis contributed to the creation of network clusters. The result of the image analysis also continued consistently with the thematic analysis result, which reflected SOR theory.

Theoretically, the study applied SOR theory and blended thematic and image analyses to gain a comprehensive understanding of anime convention attendees’ experience and categorized the attendees’ emotional status as positive or negative to reflect their overall evaluation. Practically, this study highlighted some complaints from attendees and provided suggestions for operators. However, the study focused only on large anime conventions in the USA; future studies should compare attendees’ experiences with small and large conventions or anime conventions worldwide.

The study utilized UGCs to understand the key patterns essential to attendees during anime conventions in the USA and applied SOR theory to its investigation.

This study aims to integrate the stimulus-organism-response (SOR) theory with Mair and Noboa’s (2006) model to evaluate the stimulating role of education-related stimuli (i.e. entrepreneurial education, curriculum and lecturer competency) and the moderation impact of perceived university support on students’ emotional and cognitive processes of social entrepreneurship.

A sample of 401 university students in Vietnam and a three-step analysis approach via SPSS 28.0 and AMOS 25.0 were used to test the hypothesized model.

This study revealed that while entrepreneurship education and lecturer competency are positively associated with psychological organisms, then in turn affect social entrepreneurial intention and behaviors, the curriculum seems to be less significant. Social entrepreneurial intention was positively affected by social entrepreneurial self-efficacy and perceived social support, but not significantly influenced by empathy or moral obligation. As expected, the higher the perceived university support, the stronger the relationship between social entrepreneurial intention and social start-up behavior.

The findings of this study can be valuable for educators, policymakers and practitioners to inspire students’ entrepreneurial activities.

This study contributes to the entrepreneurship literature by adopting SOR theory to investigate the importance of education-related stimuli, exploring the underlying mediation mechanism of emotional and cognitive organism and explaining the moderation role of perceived university support in the fostering of students’ social entrepreneurship.

This study aims to examine the moderated-mediation impact of consumer involvement and destination preference on travel intentions. Stimulus-Organism-Response (SOR) and elaboration likelihood model (ELM) guided the conceptual framework of this study.

Churchill’s (1979) guidelines instrumentalize the scientific development and validation of measurement scales for data collection. The authors used higher-order multivariate analyzes such as structural equation modeling (SEM) and the Hayes process model for evaluating the hypotheses. The study uses Bauer et al. (2006) method to assess the conditional indirect effects of Electronic word of mouth (eWOM) on travel intention through destination preference at varying levels of consumer involvement.

SOR and ELM model successfully explained the moderated-mediation effect of eWOM, consumer involvement and destination preference in influencing the travel intentions. Results broaden the applicability of SOR and ELM in tourism marketing. Results indicate that consumer involvement moderated the direct and indirect influence of eWOM on travel intention via destination preference, such that the eWOM influence in shaping travel intention is stronger for highly involved consumers.

The present study broadens the applicability of integrated SOR and ELM models to explain the moderated-mediation network between eWOM and travel intentions. Study findings offer new avenues to tourism marketers for the magnified effect of eWOM for promoting tourism. Tourism marketers may use customer journeys to build destination preference through organic information exchange with prospective travelers. Future researchers and practitioners can build prescriptive and predictive models based on altered levels of consumer involvement.

Present study pioneers in examining the interactive effect of moderated mediation network of consumer involvement and destination preference in shaping the travel intention. Grounded in SOR and ELM model, the present study is a trailblazer to offer the integrated moderated-mediation model between eWOM, destination preference, consumer involvement and travel intention.

电子口碑、目的地偏好和消费者参与 – 刺激-机体-响应 (SOR) 视角

本研究考察了消费者参与和目的地偏好对旅行意图的适度中介影响。刺激-有机体-响应 (SOR) 和精细化可能性模型 (ELM) 指导了本研究的概念框架。

Churchill (1979) 指南将科学发展和数据收集测量尺度的验证工具化。我们使用高阶多元分析, 如结构方程模型 (SEM) 和 Hayes 过程模型来评估假设。该研究使用 Bauer et al. (2006) 的方法来评估 eWOM 通过不同消费者参与水平的目的地偏好对旅行意愿的条件间接影响。

SOR 和 ELM 模型成功解释了 eWOM、消费者参与和目的地偏好在影响旅行意图方面的调节中介效应。结果拓宽了 SOR 和 ELM 在旅游营销中的适用性。结果表明, 消费者参与通过目的地偏好调节了 eWOM 对旅行意愿的直接和间接影响, 因此对于高度参与的消费者而言, eWOM 在塑造旅行意愿方面的影响更强。

本研究扩大了综合 SOR 和 ELM 模型的适用性, 以解释 eWOM 和旅行意图之间的调节中介网络。研究结果为旅游营销人员提供了新的途径, 以扩大电子口碑对促进旅游业的影响。旅游营销人员可以通过与潜在旅行者的有机信息交换, 利用客户旅程来建立目的地偏好。未来的研究人员和从业者可以根据消费者参与程度的变化建立规范和预测模型。

目前的研究先驱在检验消费者参与和目的地偏好的调节中介网络在塑造旅行意图方面的交互作用。本研究以 SOR 和 ELM 模型为基础, 是提供 eWOM、目的地偏好、消费者参与和旅行意图之间的综合调节中介模型的开拓者。

关键词 – 目的地偏好、eWOM、旅行意图、消费者参与度、SOR 模型、ELM 模型

eWOM, preferencia de destino y participación del consumidor: una lente de estímulo-organismo-respuesta (SOR)

Resumen

el presente estudio examina el impacto de la mediación moderada de la participación del consumidor y la preferencia de destino en las intenciones de viaje. Estímulo-Organismo-Respuesta (SOR) y Modelo de probabilidad de elaboración (ELM) guiaron el marco conceptual de este estudio.

las directrices de Churchill (1979) instrumentalizan el desarrollo científico y la validación de escalas de medición para la recopilación de datos. Usamos análisis multivariados de orden superior como el modelado de ecuaciones estructurales (SEM) y el modelo de proceso de Hayes para evaluar las hipótesis. El estudio utiliza el método de Bauer et al. (2006) para evaluar los efectos indirectos condicionales de eWOM sobre la intención de viaje a través de la preferencia de destino en diferentes niveles de participación del consumidor.

los modelos SOR y ELM explicaron con éxito el efecto de mediación moderada de eWOM, la participación del consumidor y la preferencia de destino para influir en las intenciones de viaje. Los resultados amplían la aplicabilidad de SOR y ELM en el marketing turístico. Los resultados indican que la participación de los consumidores moderó la influencia directa e indirecta de eWOM en la intención de viaje a través de la preferencia de destino, de modo que la influencia de eWOM en la configuración de la intención de viaje es más fuerte para los consumidores altamente involucrados.

el presente estudio amplía la aplicabilidad de los modelos integrados de SOR y ELM para explicar la red de mediación moderada entre eWOM y las intenciones de viaje. Los resultados del estudio ofrecen nuevas vías a los comercializadores del turismo para el efecto magnificado de eWOM para promover el turismo. Los especialistas en marketing de turismo pueden utilizar el recorrido del cliente para crear preferencias de destino a través del intercambio de información orgánica con posibles viajeros. Los futuros investigadores y profesionales pueden construir modelos prescriptivos y predictivos basados en el nivel alterado de participación del consumidor.

el presente estudio es pionero en examinar el efecto interactivo de la red de mediación moderada de la participación del consumidor y la preferencia de destino en la configuración de la intención de viaje. Basado en el modelo SOR y ELM, el presente estudio es un pionero en ofrecer el modelo integrado de mediación moderada entre eWOM, preferencia de destino, participación del consumidor e intención de viaje.

Based on the stimulus-organism-response theory, this research constructs the influence of the stimulus factors of the live-streaming shopping environment on consumers' psychological situation. It then produces the research model of impulsive purchase intention.

In this study, the online questionnaire survey method was used to survey users who participated in live-streaming shopping, and a total of 335 valid questionnaires were collected. Then SPSS and SmartPLS were used for data empirical evaluation and hypotheses test.

Research results show that demand, convenience, interactivity, and playfulness are positively stimulating consumers' perceived enjoyment. And their perceived enjoyment directly drives their intention of impulsive purchase.

The choice of the live streaming platform, the design of the interactive interface, and the design of the shopping process are all factors that the streamer must carefully consider. The results of this study can be used as a reference for the development of live-streaming shopping and provide the industry with an understanding of the main factors that affect users' live streaming and impulsive purchases to plan an effective live streaming platform and content.

“E-commerce live streaming” is regarded as the latest trend of e-commerce, and impulse buying is regarded as a key factor in the success of transactions. This research has developed factors that influence impulsive purchases after watching live streaming based on the SOR theory.

Although previous research has acknowledged the significance of comprehending the initial acceptance and adoption of ChatGPT in educational contexts, there has been relatively little focus on the user’s intention to continue using ChatGPT or its continued usage. Therefore, the current study aims to investigate the students’ continuance intentions to use ChatGPT for learning by adopting the stimulus–organism–response (SOR) model.

This study has employed the SOR model to investigate how UTAUT factors (such as performance expectancy, facilitating conditions, effort expectancy and social influence) influence the cognitive responses of students (e.g. trust in ChatGPT and attitude towards ChatGPT), subsequently shaping their behavioral outcomes (e.g. the intention to continue using ChatGPT for study). A sample of 392 higher students in Vietnam and the PLS-SEM method was employed to investigate students’ continuance intention to use ChatGPT for learning.

This study reveals that students’ continuance intention to use ChatGPT for learning was directly affected by their attitude toward ChatGPT and trust in ChatGPT. Meanwhile, their attitude toward ChatGPT was built on effort expectancy, social influence, and facilitating conditions and trust in ChatGPT was developed from effort expectancy and social influence.

By extending the analysis beyond initial acceptance, this research provides valuable insights into the factors that influence the sustained utilization of ChatGPT in an educational environment.

The primary objective of this investigation was to explore how employees’ utilization of social media for work-related purposes impacts their service innovation behavior, both directly and through the intermediary mechanisms of knowledge management and employees’ risk-taking.

In developing its conceptual framework, this study has drawn upon the stimulus-organism-response (SOR) theory. To test its hypotheses, this study has surveyed 241 financial analysts from ten Iranian financial companies and has employed variance-based structural equation modeling (specifically, PLS-SEM) with the assistance of “WarpPLS 8.0 software.”

The findings revealed that employees’ work-related use of social media positively influences their service innovation behavior using knowledge management, encompassing knowledge sharing and acquisition capability as well as employee risk-taking. However, this influence is not directly significant.

To the best of our knowledge, this study marks the first instance in which the effect of work-related use of social media on employee service innovation behavior directly and through the mediating roles of knowledge management and risk-taking has been investigated through the lens of the SOR paradigm, especially in the financial sector.

This paper examines the influence of facilitators and barriers on employees’ preference to work in a hybrid model. The study uses the theoretical lens of stimulus-organism-response (SOR) and dual factor theory (DFT). It examines the influence of health consciousness (stimulus), facilitators (e.g. work flexibility, work–life balance and team building) (organism) and barriers (e.g. pandemic and travel stressor and role overload [organism] on employees’ preference to work in a hybrid model) (response). Further, it tests the moderating influence of organizational culture.

A questionnaire survey was conducted among employees in India, Sri Lanka and Germany, obtaining 281 usable questionnaires. Structural equation modeling (SEM) using Warp PLS 7.0 was used as the analytical technique to examine the model fit and test hypotheses.

The findings reveal that health consciousness is essential in enhancing facilitators and motivating employees to prefer a hybrid working model. The study’s findings also prove the positive influence of work flexibility, work–life balance and team building as facilitators. The results suggest that pandemic and travel stressors inhibit employees’ preference for working in a hybrid model.

The study is based on a cross-sectional research design to generalise the findings. Future researchers can utilize longitudinal design to decipher the variation in response over time. The study has developed a model combining SOR with DFT; the authors suggest that future researchers use other theories in combination with SOR, like self-determination theory (SDT), to decipher the influence of intrinsic and extrinsic motivation of employees in the context of the hybrid working model.

This study identifies the need for open communication with the employees to overcome their concerns regarding the hybrid working model. The study also suggests that human resource (HR) managers need to prioritize the task that needs to be accomplished from the office versus working from home. The authors recommend various measures, like water cooler breaks and a buddy system, to motivate employees to work in a hybrid model.

This study is among the first studies focused on the hybrid working model. The current study adds to the limited literature on the facilitators and barriers of working in a hybrid work model.

This study investigates how virtual reality (VR) travel attributes (e.g. sense and quality of information) influence spectators' flow experience, how emotion and past experience affect enjoyment and examines the impact of flow experience and enjoyment on satisfaction and booking or visiting intention.

The VR tour stimuli were fabricated using scenic views from the National Aquarium in the USA. Participants were equipped with Matterport VR and audio headsets and started their virtual travel. Once the participants completed their VR tours, they were asked to complete the questionnaire. Using the stimulus-organism-response theory, 303 valid responses were analyzed using partial least square structural equation modeling (PLS-SEM).

The results showed that the sense and quality of information in VR travel positively and significantly impacted the flow experience. Moreover, emotions and past experiences positively and significantly influenced the enjoyment of VR travel. Similarly, flow experience and enjoyment positively and significantly affect satisfaction. However, satisfaction with VR-related tourism experiences negatively affects users' bookings and visiting intentions.

This study concludes that, from Thai tourists' perspectives, virtual travel should be used as a solution only during the pandemic because, in the long term it can cause a loss to the business chain in the tourism industry.

To the best of the authors' knowledge, no prior research has examined the influence of past experiences and emotions on satisfaction with VR travel.

This paper aims to explore the causal relationship of user-generated content (UGC) on trust in UGC (TUGC), destination image (DI) and tourist visit intention (VI) guided by the stimulus-organism-response (SOR) theory. This work further examined the mediating effect of TUGC and DI between UGC and VI.

Data were collected through online and personal-administered surveys and randomized sampling. This work employed partial least squares structural equation modeling (PLS-SEM) to test the proposed model empirically.

In line with the SOR Theory, this work found UGCs that induce positive emotions and connection to the users motivate VI rather than UGCs that are predominantly factual. Furthermore, UGCs are considered reliable, authentic and less biased than brand-generated content. The findings of this work contribute to the theoretical understanding of UGC to VI in a destination.

This work proposes that destination marketers prioritize UGC that evokes positive emotions and connections with users, as it is more effective in encouraging VI. Strategies such as incentivizing content creators, improving online presence and engaging influencers can maximize UGC. Enhancing online traffic quality, visibility and interaction and implementing content policies are crucial for UGC's effectiveness. Marketers should align destination products with tourists' interests and collaborate with influencers for affiliate marketing to increase tourist-generated UGC. Furthermore, improved connectivity encourages UGCs about the destination.

In tourism marketing, UGC has become a valuable information source for tourists in making informed travel decisions. UGC is a tourist-generated content that offers factual information and authentic experiences through images, videos or text posted through social media platforms. UGC is considered more reputable than travel firms and the mainstream media as an information source. Due to the limited works on UGC in the literature, the influence of UGC on tourists' VIs has remained unexplored at the time of writing. This work bridges this gap by empirically examining the impact of UGC on Gen Z tourists' VI guided by the SOR theory.