Wei-Hung Hsiao’s research while affiliated with National Taichung University of Science and Technology and other places

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Publications (14)


Consumer response to OTT subscription promotions in Taiwan: a prospective theoretical perspective
  • Article

February 2025

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1 Read

Aslib Journal of Information Management

Yan-Kwang Chen

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Hsin-Yun Han

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Wei-Hung Hsiao

Purpose This article investigates the impact of consumers’ promotion strategies on the effectiveness of promotional campaigns for subscribing to Over-the-Top (OTT) streaming services, from a prospective theoretical perspective. Additionally, it explores the moderating effects of platform type and subscriber type on promotion strategies in the context of OTT streaming services. Design/methodology/approach This study employs an experimental design to separately examine the promotion strategies of subscribers. The first part investigates the effect of promotion strategies on promotional effectiveness, regardless of platform and subscriber types, while the second part considers the moderating effects of both platform type and subscriber type on promotional effectiveness. Findings The analysis reveals that renewed subscribers exhibit a positive attitude toward incremental promotions and have stronger intentions to subscribe and recommend. Nonrenewed subscribers, in contrast, prefer discount promotions, demonstrating a positive attitude toward them and expressing higher intentions to subscribe and recommend. Originality/value This study applies prospect theory to OTT promotion strategies, uncovers the psychological drivers behind promotion effectiveness and examines the moderating role of subscriber type and platform type, thereby providing actionable insights to improve consumers’ attitudes and behavioral intentions.


Fig. 2 A schematic diagram of research question
Fig. 5 The effect of advertising interactions í µí±˜ 1 on advertising expenditure, consumer demand and profit (í µí±˜ 2 =0.5, í µí±‘=0.75, θ=0.3, b=2.1)
The advertising expenditure, consumer demand, and profit of the catering company, the platform, and the O2O channel under different integration modes
Cooperative advertising between O2O catering channels: In perspective of different integration modes
  • Preprint
  • File available

October 2024

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16 Reads

More catering companies are trying to increase their capacity utilization during off-peak hours through O2O (online-to-offline) platforms. In order to increase the opportunities for potential customers to spend online, platforms often require catering companies to participate in cooperative advertising, but this may harm the catering companies' profits from offline customers. This research builds different game-theoretic models based on different O2O channel integration modes, and obtains the optimal cooperative advertising decisions and profits. In addition, the influence of model parameters (i.e., product attractiveness, advertising interaction, price discounts and platform listing fees) on optimized advertising decisions and profits is also discussed.

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Research design framework
The INRM of the evaluation dimensions
The INRM of each criterion for the food delivery platforms
Which food delivery platforms are winning the restaurant food delivery wars? Analysis from a consumer perspective

May 2022

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325 Reads

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32 Citations

The emergence of the COVID‐19 pandemic dramatically lowered the foodservice industry's income overnight. Conversely, the practical measure of remaining at home to deal with the pandemic's impact has boosted the online food delivery business. In this study, a consumer perspective was adopted and an adapted version of the extended unified theory of acceptance and use of technology (UTAUT2) was used alongside multi‐attribute decision‐making methods (DEMATEL, DANP and modified VIKOR) to construct a model for evaluating and selecting a food delivery platform (FDP). The results of the INRM (influential network relation map) revealed that the first dimension to be improved upon and adjusted should be security, followed by effort expectancy, performance expectancy, social influence, facilitating conditions, hedonic motivation and habit. The DANP influential weights suggested that habits were the most important dimension, followed by hedonic motivation, while performance expectancy was the least important. According to the results of the gap analysis, the first dimension that required improvement was performance expectancy, followed by effort expectancy, facilitating conditions, security, social influence, habits and hedonic motivation. It is expected that the findings of this study can serve as a reference for consumers selecting FDPs to better satisfy their dining needs. The novel model is discussed in terms of theoretical, practical and managerial implications.


ADVERGAME FOR PURCHASE INTENTION VIA GAME AND BRAND ATTITUDES FROM ANTECEDENTS OF SYSTEM DESIGN, PSYCHOLOGICAL STATE, AND GAME CONTENT: INTERACTIVE ROLE OF BRAND FAMILIARITY

March 2022

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154 Reads

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11 Citations

Journal of Organizational Computing and Electronic Commerce

Advergame is important as a new form of digital marketing and few studies have shown a complete model structure along with understanding the antecedents of online purchase intention. Based on the hierarchy of effective and relevant behavioral theories, we propose a research model with four components: consumer beliefs, advergame attitude, brand attitude, and purchase intention. The elaboration likelihood model (ELM) is used as a complementary lens to define three game beliefs: advergame design, psychological state, and advergame content. A comprehensive literature review is further classified to define their comprised elements. Brand familiarity is shown as a moderator for the link of advergame and brand attitude due to a connection to behavioral theories. Empirical study consists of an online survey of 477 consumers who had recent experience of advergame playing. Most variables for game beliefs, including game-brand fit, perceived interactivity, involvement, entertainment, and receptiveness, show significant, positive effects on advergame attitude. Besides, advergame attitude reports an important, direct link with purchase intention. Brand familiarity indicates importance as the moderator.


Exploring the opportunity of digital voice assistants in the logistics and transportation industry

October 2019

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532 Reads

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31 Citations

Journal of Enterprise Information Management

Purpose The logistics industry has benefited hugely from the growth of e-commerce. The logistics and transportation industry operators have realized that higher-quality service and logistics management provides the competitive edge as the primary channel of communication with consumers. Digital voice assistants (DVA) is an information system based on an artificial intelligence framework that can interact through voice, such that a deliveryman can query for or use information in a relatively short time. The purpose of this paper is to explore the value of DVA in logistic service. Design/methodology/approach This study aims to develop a framework for innovation and logistics service capabilities of logistics and transportation services to structure a model based on the analysis hierarchy process method to discuss the factors considered when adopting DVA. Findings The results of this study implied that common problem and expectations of current operators in the delivery of goods and their expectations of DVA. Practical implications Innovative operations and planning are possible with information technology-enabled logistic services. It is important to identify relevant DVA development avenues. Originality/value The purpose of this study is to show which factors are significant to the logistics and transportation industry using DVA to aid the deliverymen, and it provides guidance for manager evaluating adopted DVA and its object.


Developing customer product loyalty through mobile advertising: Affective and cognitive perspectives

August 2019

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214 Reads

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112 Citations

International Journal of Information Management

Mobile advertising is an increasingly popular marketing channel since it can present advertising in a personalized manner. This study examines the development of customer product loyalty through mobile advertising by considering the drivers from affective and cognitive perspectives. An Expectation Confirmation Model (ECM), as defined for repurchase intention, is proposed as a theoretical basis for the relationship structure of related research variables. An Elaboration Likelihood Model (ELM) identifies affective and cognitive concerns for defining the drivers of consumer behavior. Involvement and interactivity confirmation arise as affective and cognitive concerns in this context. This research model also indicates a particular mediating role of perceived usefulness and customer satisfaction from the two drivers for developing customer product loyalty. Empirical analysis shows that both affective and cognitive perspectives, i.e., involvement and interactivity, are important drivers to motivate customer product loyalty. The findings can help practitioners design more effective approaches for mobile advertising.


Fig. 1. The architecture of the multimodal presentation system (MPS) 
Table 3 . Means (M), standard deviation (SD), and t value for learning satisfaction.
Develop and Evaluate the Effects of Multimodal Presentation System on Elementary Student Learning Effectiveness: Within Classroom English Learning Activity

February 2015

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291 Reads

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18 Citations

Procedia - Social and Behavioral Sciences

This study is to develop a multimodal presentation software integrated with interactive whiteboard (IWB) as a multimodal presentation system (MPS) to support the classroom English learning in the elementary English as second language (ESL) course. It focuses primarily on techniques and tools to enhance the students’ ESL learning achievement and learning satisfaction in the classroom setting. This paper utilizes the MPS, based on Mayer's cognitive theory of multimedia learning (CTML), to present the multimedia instructional materials in auditory and visual modalities. An experimental research designed was conducted. The results revealed that there were statistically significant differences between the students in experimental group and control group on measures of learning effectiveness (i.e., academic achievement and learning satisfaction).


Understanding consumers continuance intention towards mobile advertising: A theoretical framework and empirical study

July 2014

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341 Reads

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93 Citations

While issues regarding mobile advertising have captured the interest and attention of both practitioners and academics, in practice success stories are rare. An understanding of the continuance intention to use such services can provide insights into failed mobile marketing campaigns, and help to improve the implementation of future ones. Therefore, it is important to examine the underlying drivers of loyalty with regard to mobile advertising. This study uses the expectation–confirmation model in conjunction with the perspectives of value and trust to derive an integrated model to better understand the motivations behind consumers’ continued use of mobile advertising. We conducted an empirical study consisting of an online survey of 508 consumers who had experience with mobile advertising. The results show that perceived value, perceived usefulness, and satisfaction all directly influence continuance intention. Furthermore, consumer satisfaction has a crucial intervening role in the relationships that perceived value, perceived usefulness, and confirmation have with continuance intention. The theoretical and practical implications of the findings are discussed. One key limitation of this research is that the majority of respondents were students, although this group is the chief user of mobile advertising. Future research could be extended to consider other drivers of loyalty in this context, such as cultural differences and personal behavioural characteristics.


Citations (11)


... The changing contemporary consumer habits, coupled with the rise of timesaving orientation and limited home food options, amid pandemic have steered the surge in the popularity of online food ordering (OFO) service (Krishna et al., 2023;P. H. Tsai et al., 2023). Generally, OFO uses single-use disposable plastic (SUDP) cutlery while delivering the food to consumers. While these cutleries offer convenience & ease of use for consumers, they also contribute significantly to environmental pollution. The eventuality of the pandemic has amplified the generation of SUDP waste by the restaurant industr ...

Reference:

Understanding consumers’ eco-friendly behaviour: An online food ordering context
Factors influencing the consumers’ behavioural intention to use online food delivery service: Empirical evidence from Taiwan
  • Citing Article
  • July 2023

Journal of Retailing and Consumer Services

... Lu et al. (2022) combined DEMATEL and EDAS methods to explore the factors influencing consumers' intentions to use crossborder e-commerce platforms. In a related study, Tsai et al. (2023) examined the selection and evaluation process of a food distribution platform using DEMATEL, DANP, and modified VIKOR methods. More recently, Özüdoğru and Uzun (2024) investigated service quality in the insurance sector by applying AHS and TOPSIS methods. ...

Which food delivery platforms are winning the restaurant food delivery wars? Analysis from a consumer perspective

... 61 Game dynamics are proved to be effective in bridging the relationship between consumers and brands. 62,63 The gamified design of loyalty programs significantly influences consumer brand loyalty, with the reward type moderating the gamification effect. 38 Besides, game challenge and competition are impactful in enhancing self-connection with the brand. ...

ADVERGAME FOR PURCHASE INTENTION VIA GAME AND BRAND ATTITUDES FROM ANTECEDENTS OF SYSTEM DESIGN, PSYCHOLOGICAL STATE, AND GAME CONTENT: INTERACTIVE ROLE OF BRAND FAMILIARITY
  • Citing Article
  • March 2022

Journal of Organizational Computing and Electronic Commerce

... Evaluations were done on the PTIME based on this assistant system's adaptive nature and usability in another application (Hsiao & Chang, 2019). Generated results showed that PTIME is flexible in adapting to new technologies and faces issues while augmenting existing systems. ...

Exploring the opportunity of digital voice assistants in the logistics and transportation industry
  • Citing Article
  • October 2019

Journal of Enterprise Information Management

... Therefore, this study is based on the success model of information systems and explores the impact of content quality and service quality on the continuous purchase intention of knowledge paid (Tencent Classroom) users, which has strong theoretical support. In summary, combining the technology acceptance model with the information system success model can successfully optimize the model based on the expectation confirmation model (Lu et al., 2019). It is simple to sort out the correlations between numerous factors and conduct subsequent data analysis by combining the study's antecedent variables with the expectation confirmation model. ...

Developing customer product loyalty through mobile advertising: Affective and cognitive perspectives
  • Citing Article
  • August 2019

International Journal of Information Management

... Studies by Girl et al. (2022) have shown that language exposure significantly influences children's learning abilities. In terms of technology, tools like multimodal presentation systems (MPS) and interactive whiteboards (IWB) have proven beneficial for English vocabulary learning (Kuo et al., 2015). However, Sukrutrit (2023) noted that the learning mode plays a crucial role, with face-to-face instruction proving more effective for language speaking skills compared to online learning. ...

Develop and Evaluate the Effects of Multimodal Presentation System on Elementary Student Learning Effectiveness: Within Classroom English Learning Activity

Procedia - Social and Behavioral Sciences

... Simple forms of AI application refer to well-known devices available in several modern vehicles, such as the driver-assist system (Taylor et al., 2018), which includes functions such as automatic braking, collision avoidance systems, alarms that signal the presence of pedestrians and cyclists, as well as cross-traffic alerts and intelligent cruise controls that make the driving experience safer, cloud computing (Li et al., 2011), which provides a mass memory for storing data resulting from interaction with the driver's personal devices (e.g., smartphones). Such AI applications also include the Internet of Things (IoT; see Sestino et al., 2020 for a review), which refers to the extension of the Internet to concrete objects inside cars (Uden and Le, 2017), and infotainment systems (see Hsiao, 2011), which help drivers connect and make the journey more comfortable (e.g., via voice command to be able to receive and send e-mails, search the Internet and interact with smartphone apps). On the other hand, complex forms of AI application have yet to be developed and will include a high level of autonomy. ...

Consumers' automotive purchase decisions: The significance of vehicle-based infotainment systems
  • Citing Article
  • January 2011

... For instance, Koppius et al. identified trust as a core driver of consumers continued use intentions [38], while Wen et al. empirically demonstrated trust's mediating role in influencing users repurchase intentions [39]. Similarly, Hsiao et al. found that trust significantly enhances users continued use intentions in mobile advertising [40]. ...

Understanding consumers continuance intention towards mobile advertising: A theoretical framework and empirical study
  • Citing Article
  • July 2014

... The development of social learning theories and web-based learning platforms has also boosted digital upskilling. Social media's rapid development and extensive use have completely changed how people interact daily [15]. Their pervasiveness has even permeated the workplace, enabling knowledge work and organisational communication that would not be feasible without them [43]. ...

Time Spent on Social Networking Sites: Understanding User Behavior and Social Capital
  • Citing Article
  • January 2014

Systems Research and Behavioral Science

... Two papers in the review examined the role of trust in SNS. Chang and Hsiao (2013) found that trust is essential for building positive and meaningful relationships among SNS users. It also helps to mitigate the risks and uncertainties associated with using these platforms. ...

Factors Influencing Intentions to Use Social Recommender Systems: A Social Exchange Perspective
  • Citing Article
  • February 2013

Cyberpsychology, Behavior, and Social Networking