Integrating Organizational Support and Interactivity into the Technology Acceptance Model-A Study on Sustained User Engagement in E-Commerce Review Systems
DOI:
https://doi.org/10.70693/cjst.v1i3.1369Keywords:
perceived organizational support;, perceived interactivity;, continuous usage intention;Abstract
The surge in online shopping has resulted in an increased dependence on online product evaluations by consumers. However, the varying quality of reviews provided by businesses and consumers can introduce biased influences on consumer decision-making processes. To address this concern, Chinese online shopping platforms are introducing a "jury panel" mechanism to alleviate negative consumer experiences arising from inappropriate feedback. This research centers on the Meituan App case and utilizes an expanded Technology Acceptance Model (TAM) framework to explore concepts such as perceived ease of use, perceived usefulness, and usage intention within the framework of the assessment system. Furthermore, the study investigates external factors like perceived organizational support and perceived interactivity to comprehend their effects on system utilization. By analyzing how these elements impact perceived ease of use, perceived usefulness, and perceived playfulness, the research aims to construct a quantitative model that clarifies the factors influencing consumers' ongoing intention to use the assessment system. Through this investigation, the study aims to enrich the TAM theory, unveil the internal mechanisms influencing consumer engagement in the assessment system, and provide recommendations for enhancing the system and formulating strategies to promote a healthy e-commerce environment.
References
Zhang X, Chen H, Hu J, Ma C, & Wei S. Optimal showroom service strategy and power structure for retailers considering consumer return[J]. Discrete Dynamics in Nature and Society, 2021, 2021: 1-22.
Ostrum CI, & Watson AM. Consumer perceptions of online produce purchases[J]. UF Journal of Undergraduate Research, 2021, 23: -.
An CR, Choi Y, & Lee K. How are consumers embracing virtual fittings? - changes in consumer’s perception of virtual fittings-[J]. Breaking Boundaries, 2022, : -.
Zhao J, & Li Y. Influence of emotional expression in online comments on consumers' perception[J]. Journal of Ambient Intelligence and Humanized Computing, 2021, : 1-10.
Chen X, Sun X, Yan D, & Wen D. Perceived sustainability and customer engagement in the online shopping environment: the rational and emotional perspectives[J]. Sustainability, 2020, 12(7): 2674.
Dang VT, & Pham TL. An empirical investigation of consumer perceptions of online shopping in an emerging economy[J]. Asia Pacific Journal of Marketing and Logistics, 2018, 30(4): 952-971.
Rizky SM. The importance in providing country of origin information on e-commerce platforms to fulfill consumer rights in indonesia[J]. Veteran Law Review, 2019, 2(1): 46.
Qun B, Tan S, Yuelong Z, Su J, & Tingting L. Credit supervision and trading strategy of rural e-commerce based on evolutionary game[J]. Kybernetes, 2022, : -.
Li Z, Dai R, Feng X, & Xiong Y. The analysis of two-way e-commerce credit evaluation model based on the c2c mode[J]. Journal of Global Information Management, 2022, 30(11): 1-21.
Zhang Z, Zhang N, & Wang J. The influencing factors on impulse buying behavior of consumers under the mode of hunger marketing in live commerce[J]. Sustainability, 2022, 14(4): 2122.
Chen T, Samaranayake P, Xiong-ying C, Meng Q, & Lan Y. The impact of online reviews on consumers’ purchasing decisions: evidence from an eye-tracking study[J]. Frontiers in Psychology, 2022, 13: -.
Hennig‐Thurau T, Gwinner KP, Walsh G, & Gremler DD. Electronic word-of-mouth via consumer-opinion platforms: what motivates consumers to articulate themselves on the internet?[J]. Journal of Interactive Marketing, 2004, 18(1): 38-52.
Ding S, Wang Y, Hou L, Zhang Y, & Cai J. Research on response strategies of o2o take-out platform merchants based on eye tracking experiment[C]. Proceedings of the 2022 3rd International Conference on E-Commerce and Internet Technology (ECIT 2022), 2022, : 26-34.
Gensler S, Völckner F, Egger M, Fischbach K, & Schoder D. Listen to your customers: insights into brand image using online consumer-generated product reviews[J]. International Journal of Electronic Commerce, 2015, 20(1): 112-141.
Fang R. An empirical study of the relationship between online comments and users’ purchasing behavior in the social e-commerce[J]. Humanities and Social Sciences, 2022, 10(1): 21.
Xiao Q, Li S, Zhang X, Yue Q, & Wan S. Deconstructing online hospitality review systems[J]. Journal of Organizational and End User Computing, 2021, 34(2): 1-17.
Fung II, He W, & Yang X. The influence of the quantitative relationship between bad and positive online reviews on consumers’ willingness to shop online[J]. BCP Business & Management, 2023, 43: 233-249.
Liu T, Li W, & Jia X. Consumer data vulnerability, peer privacy concerns and continued usage intention of sharing accommodation platforms: the moderating roles of perceived benefits[J]. Information Technology & People, 2022, 36(6): 2234-2258.
Xiao Q, Siponen M, Xing Z, Lu F, Chen S, & Mao M. Impacts of platform design on consumer commitment and online review intention: does use context matter in dual-platform e-commerce?[J]. Internet Research, 2022, 32(5): 1496-1531.
Yang J, Sarathy R, & Walsh S. Do review valence and review volume impact consumers’ purchase decisions as assumed?[J]. Nankai Business Review International, 2016, 7(2): 231-257.
Li L, & Wang W. The effects of online trust-building mechanisms on trust in the sharing economy: the perspective of providers[J]. Sustainability, 2020, 12(5): 1717.
Kuan K, Hui K, Prasarnphanich P, & Lai H. What makes a review voted? an empirical investigation of review voting in online review systems[J]. Journal of the Association for Information Systems, 2015, 16(1): 48-71.
Luca M. Designing online marketplaces: trust and reputation mechanisms[J]. Innovation Policy and the Economy, 2017, 17: 77-93.
Wu JF, O’Hern M, & Ye J. The impact of user innovator mindset on feedback volume, feedback diversity and new product development performance[J]. European Journal of Innovation Management, 2021, 26(4): 933-953.
Lee H, & Ma Y. Consumer perceptions of online consumer product and service reviews[J]. Journal of Research in Interactive Marketing, 2012, 6(2): 110-132.
Richthofen G. Happy hosts? hedonic and eudaimonic wellbeing in the sharing economy[J]. Frontiers in Psychology, 2022, 13.
McCord M. Technology acceptance model[J]. , 2007, : 306-308.
Hong L, Zulkiffli WFW, & Amran CAC. Online feedback impact online shoppers' impulse purchases in malaysia[J]. Jurnal Manajemen Dan Kewirausahaan, 2021, 23(2): 197-203.
Brasier A, & Wan G. Including subjective norm and technology trust in the technology acceptance model[J]. Acm Sigmis Database the Database for Advances in Information Systems, 2010, 41(4): 40-51.
Gefen D, & Straub D. The relative importance of perceived ease of use in is adoption: a study of e-commerce adoption[J]. Journal of the Association for Information Systems, 2000, 1(1): 1-30.
Lee Y, Kozar K, & Larsen K. The technology acceptance model: past, present, and future[J]. Communications of the Association for Information Systems, 2003, 12: -.
Hong X, Zhang M, & Liu Q. Preschool teachers’ technology acceptance during the covid-19: an adapted technology acceptance model[J]. Frontiers in Psychology, 2021, 12: -.
Paper D, & Fayad R. The technology acceptance model an ecommerce extension[J]. , 2015, : -.
Wang Y, Zhang X, & Wang L. Assessing the intention to use sports bracelets among chinese university students: an extension of technology acceptance model with sports motivation[J]. Frontiers in Psychology, 2022, 13: -.
Chen K, & Chan A. Gerontechnology acceptance by elderly hong kong chinese: a senior technology acceptance model (stam)[J]. Ergonomics, 2014, 57(5): 635-652.
Szajna B. Empirical evaluation of the revised technology acceptance model[J]. Management Science, 1996, 42(1): 85-92.
Colvin C, & Goh A. Validation of the technology acceptance model for police[J]. Journal of Criminal Justice, 2005, 33(1): 89-95.
Tafahomi R. The behavioral patterns of the student in the position of peer-jury in landscape design studio[J]. Educatum Journal of Social Sciences, 2021, 7(2): 57-65.
Israel M. The underrepresentation of indigenous peoples on canadian jury panels[J]. Law & Policy, 2003, 25(1): 37-62.
Gastil J, & Weiser P. Jury service as an invitation to citizenship: assessing the civic value of institutionalized deliberation[J]. Policy Studies Journal, 2006, 34(4): 605-627.
Webster T, King H, & Kassin S. Voices from an empty chair: the missing witness inference and the jury[J]. Law and Human Behavior, 1991, 15(1): 31-42.
Zhou L, DeAlmeida DR, & Parmanto B. Applying a user-centered approach to building a mobile personal health record app: development and usability study[J]. JMIR mHealth and uHealth, 2019, 7(7): e13194.
Pritha ST, Tasnim R, Kabir MA, Amin S, & Das A. A systematic review of mobile apps for child sexual abuse education: limitations and design guidelines[J]. , 2021, : -.
Kurtessis J, Eisenberger R, Ford M, Buffardi L, Stewart K, & Adis C. Perceived organizational support: a meta-analytic evaluation of organizational support theory[J]. Journal of Management, 2015, 43(6): 1854-1884.
Imran R, & Aldaas R. Entrepreneurial leadership: a missing link between perceived organizational support and organizational performance[J]. World Journal of Entrepreneurship Management and Sustainable Development, 2020, 16(4): 377-388.
Dai Y, Hou Y, Chen K, & Zhuang W. To help or not to help: antecedents of hotel employees’ organizational citizenship behavior[J]. International Journal of Contemporary Hospitality Management, 2018, 30(3): 1293-1313.
Alshaabani A, Naz F, Magda R, & Rudnák I. Impact of perceived organizational support on ocb in the time of covid-19 pandemic in hungary: employee engagement and affective commitment as mediators[J]. Sustainability, 2021, 13(14): 7800.
Siddik A, Ahadiat A, & Hayati K. Moderating role of agility in the relationship between perceived organizational support and perceived supervisor support for organizational change at pt pln (persero)[J]. Asian Journal of Economics Business and Accounting, 2022, : 77-88.
Choong Y, & Lung C. Supervisory support, organizational justice and perceived organizational support: a review and research agenda[J]. Information Management and Business Review, 2014, 6(
Johnson Z, Massiah C, & Allan J. Community Identification Increases Consumer‐to‐Consumer Helping, but Not Always[J]. Journal of Consumer Marketing, 2013, 30(2), 121-129.
Utkarsh H, & Singh H. How Perceived Corporate Social Responsibility Affects Consumer Citizenship Behavior? Investigating the Mediating Roles of Perceived Employee Behavior and Consumer Company Identification[J]. Marketing Intelligence & Planning, 2023, 41(7), 1037-1053.
Tencent News. Meituan waimai de pingshentuan, wo ganjue bi chunwan jingcai yibaibei [Meituan delivery review panel, I think it's a hundred times more exciting than the Spring Festival Gala][EB/OL]. (2023-12-08). https://new.qq.com/rain/a/20231208A03GPG00.
Li W, Gui J, Luo X, Yang J, Zhang T, & Tang Q. Determinants of Intention with Remote Health Management Service Among Urban Older Adults: A Unified Theory of Acceptance and Use of Technology Perspective[J]. Frontiers in Public Health, 2023, 11, -.
Gao Q, Rau P, & Salvendy G. Measuring Perceived Interactivity of Mobile Advertisements[J]. Behaviour and Information Technology, 2010, 29(1), 35-44.
Yin C, Ma H, Chang Q, Gong Y, & Shu X. Mobile Interactivity and Perceived Waiting Time[J]. Journal of Global Information Management, 2021, 29(6), 1-20.
Jia Q, Li Y, & Wang S. Design Is More Than Looks: Research on the Affordance of Review Components on Consumer Loyalty[J]. Psychology Research and Behavior Management, 2022, 15, 3347-3366.
Shin D, Choi M, Kim J, & Lee J. Interaction, Engagement, and Perceived Interactivity in Single-Handed Interaction[J]. Internet Research, 2016, 26(5), 1134-1157.
Feng C, Cheng Z, & Huang L. An Investigation into Patient Privacy Disclosure in Online Medical Platforms[J]. Ieee Access, 2019, 7, 29085-29095.
Zhang LQ, Su X, & Li R. Extending the Technology Acceptance Model to Explore Students’ Intention to Use an Online Education Platform at a University in China[J]. Sage Open, 2022, 12(1), 215824402210852.
Li A, Islam A, & Gu X. Factors Engaging College Students in Online Learning: An Investigation of Learning Stickiness[J]. Sage Open, 2021, 11(4), 215824402110591.
Štavljanin V, & Jevremović M. Comparison of Perceived Interactivity Measures of Actual Websites Interactivity[J]. JITA - Journal of Information Technology and Applications (Banja Luka) - APEIRON, 2017, 13(1), -.
Lachman ME. Perceived Control Over Aging-Related Declines[J]. Current Directions in Psychological Science, 2006, 15(6), 282-286.
Pagnini F, Bercovitz K, & Langer EJ. Perceived Control and Mindfulness: Implications for Clinical Practice[J]. Journal of Psychotherapy Integration, 2016, 26(2), 91-102.
Rauwers F, Voorveld HAM, & Neijens P. Explaining Perceived Interactivity Effects on Attitudinal Responses[J]. Journal of Media Psychology, 2020, 32(3), 130-142.
Masłowska E, Smit EG, & Putte BVD. It Is All in the Name: A Study of Consumers' Responses to Personalized Communication[J]. Journal of Interactive Advertising, 2016, 16(1), 74-85.
Keyzer FD, Dens N, & Pelsmacker PD. How and When Personalized Advertising Leads to Brand Attitude, Click, and WOM Intention[J]. Journal of Advertising, 2021, 51(1), 39-56.
Su Y, & Li M. Applying Technology Acceptance Model in Online Entrepreneurship Education for New Entrepreneurs[J]. Frontiers in Psychology, 2021, 12, -.
Huang C. Using PLS-SEM Model to Explore the Influencing Factors of Learning Satisfaction in Blended Learning[J]. Education Sciences, 2021, 11(5), 249.
Gligor D, & Bozkurt S. The Impact of Perceived Brand Interactivity on Customer Purchases. The Mediating Role of Perceived Brand Fairness and the Moderating Role of Brand Involvement[J]. Journal of Product & Brand Management, 2021, 31(1), 96-109.
Mardhiah A, Farisha N, Yuan W, & Tony F. Investigating the Influence of Perceived Ease of Use and Perceived Usefulness on Housekeeping Technology Intention to Use[J]. International Journal of Academic Research in Business and Social Sciences, 2022, 12(11), -.
Davis F. Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology[J]. Mis Quarterly, 1989, 13(3), 319.
Widiar G, Yuniarinto A, & Yulianti I. Perceived Ease of Use’s Effects on Behavioral Intention Mediated by Perceived Usefulness and Trust[J]. Interdisciplinary Social Studies, 2023, 2(4), 1829-1844.
Asmarina N, Yasa N, & Ekawati N. Role of Satisfaction in Mediating the Effect of Perceived Ease of Use and Perceived Usefulness on Purchase Intention[J]. International Research Journal of Management IT and Social Sciences, 2022, 9(5), 690-706.
Shao C. An Empirical Study on the Identification of Driving Factors of Satisfaction with Online Learning Based on TAM*[C]. Proceedings of the 5th International Conference on Economics, Management, Law and Education (EMLE 2019), 2019, : -.
Rahmiati R, & Yuannita I. The Influence of Trust, Perceived Usefulness, Perceived Ease of Use, and Attitude on Purchase Intention[J]. Jurnal Kajian Manajemen Bisnis, 2019, 8(1), -.
Mardiana N, Utomo N, & Amaliah Y. The Influence of Perceived Usefulness and Ease of Internet Technology on Company Effectiveness in Jabodetabek[J]. Jurnal Economic Resource, 2022, 5(2), 345-353.
Ismail H. Intention to Use Smartphone Through Perceived Compatibility, Perceived Usefulness, and Perceived Ease of Use[J]. Jurnal Dinamika Manajemen, 2016, 7(1), 1.
Davis F, Bagozzi R, & Warshaw P. User Acceptance of Computer Technology: A Comparison of Two Theoretical Models[J]. Management Science, 1989, 35(8), 982-1003.
Venkatesh V, & Davis F. A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies[J]. Management Science, 2000, 46(2), 186-204.
Tahar A, Riyadh H, Sofyani H, & Purnomo W. Perceived Ease of Use, Perceived Usefulness, Perceived Security and Intention to Use E-Filing: The Role of Technology Readiness[J]. Journal of Asian Finance Economics and Business, 2020, 7(9), 537-547.
Al-Suqri M. Perceived Usefulness, Perceived Ease-of-Use and Faculty Acceptance of Electronic Books[J]. Library Review, 2014, 63(4/5), 276-294.
Guriting P, & Ndubisi N. Borneo Online Banking: Evaluating Customer Perceptions and Behavioural Intention[J]. Management Research News, 2006, 29(1/2), 6-15.
Keni K. How Perceived Usefulness and Perceived Ease of Use Affecting Intent to Repurchase?[J]. Jurnal Manajemen, 2020, 24(3), 481.
Teo T, Ursavaş Ö, & Bahçekapili E. Efficiency of the Technology Acceptance Model to Explain Pre‐Service Teachers' Intention to Use Technology[J]. Campus-Wide Information Systems, 2011, 28(2), 93-101.
Lin C, Chien C, Yang CO, & Mao T. Encouraging Sustainable Consumption Through Gamification in a Branded App: A Study on Consumers’ Behavioral Perspective[J]. Sustainability, 2022, 15(1), 589.
Yang Y, Lin J, Chen T, Lin S, Chen J, Miao W, & Gu C. A Study on the Effects of Perceived Playfulness and Emotional Support in Interactive Learning Environments for German Language Acquisition—A Role-Playing Library System Case[J]. Frontiers in Psychology, 2022, 13, -.
Priyadarshini C, Sreejesh S, & Anusree M. Effect of Information Quality of Employment Website on Attitude Toward the Website[J]. International Journal of Manpower, 2017, 38(5), 729-745.
Lin CS, Wu S, & Tsai RJ. Integrating Perceived Playfulness into Expectation-Confirmation Model for Web Portal Context[J]. Information & Management, 2005, 42(5), 683-693.
Balkaya S, & Akküçük U. Adoption and Use of Learning Management Systems in Education: The Role of Playfulness and Self-Management[J]. Sustainability, 2021, 13(3), 1127.
Codish D, & Ravid G. Detecting Playfulness in Educational Gamification Through Behavior Patterns[J]. IBM Journal of Research and Development, 2015, 59(6), 6:1-6:14.
Barabadi E, Shirvan ME, Shahnama M, & Proyer RT. Perceived Functions of Playfulness in Adult English as a Foreign Language Learner: An Exploratory Study[J]. Frontiers in Psychology, 2022, 12, -.
Kang HJ, Shin J, & Ponto K. How 3D Virtual Reality Stores Can Shape Consumer Purchase Decisions: The Roles of Informativeness and Playfulness[J]. Journal of Interactive Marketing, 2020, 49(1), 70-85.
Chu R, Ma E, Yan F, & Lai I. Understanding Learners’ Intension Toward Massive Open Online Courses[C]. -, 2015, : 302-312.
Yeh S, Wang JL, Wang CY, Lin PH, Chen GD, & Rizzo A. Motion Controllers for Learners to Manipulate and Interact with 3D Objects for Mental Rotation Training[J]. British Journal of Educational Technology, 2013, 45(4), 666-675.
Avornyo P, Fang J, Odai RO, Vondee JB, & Nartey MN. Factors Affecting Continuous Usage Intention of Mobile Banking in Tema and Kumasi[J]. International Journal of Business and Social Science, 2019, 10(3), -.
Lu K, Pang F, & Shadiev R. Understanding College Students’ Continuous Usage Intention of Asynchronous Online Courses Through Extended Technology Acceptance Model[J]. Education and Information Technologies, 2023, 28(8), 9747-9765.
Wang M, Lee J, Liu S, & Hu L. The Role of Emotional Responses in the VR Exhibition Continued Usage Intention: A Moderated Mediation Model[J]. International Journal of Environmental Research and Public Health, 2023, 20(6), 5001.
Hung W, & Hsu Y. Service Quality and Service Gap of Autonomous Driving Group Rapid Transit System[J]. Sustainability, 2020, 12(22), 9412.
Rahmayanti PLD, Dharmanegara IBA, Yasa NNK, Sukaatmadja IPG, Pramudana KAS, Rahanata GB, & Martaleni M. What Drives Millennials and Zillennials Continuously Using Instant Messaging? Perspective from Indonesia[J]. International Journal of Data and Network Science, 2022, 6(1), 17-26.
Khayer A, & Bao Y. The Continuance Usage Intention of Alipay[J]. The Bottom Line, 2019, 32(3), 211-229.
Akram MS, Malik A, Shareef MA, & Goraya MAS. Exploring the Interrelationships Between Technological Predictors and Behavioral Mediators in Online Tax Filing: The Moderating Role of Perceived Risk[J]. Government Information Quarterly, 2019, 36(2), 237-251.
Shiau W, & Luo MM. Continuance Intention of Blog Users: The Impact of Perceived Enjoyment, Habit, User Involvement and Blogging Time[J]. Behaviour & Information Technology, 2013, 32(6), 570-583.
Liu J, & Liu Y. Perceived Organizational Support and Intention to Remain: The Mediating Roles of Career Success and Self‐Esteem[J]. International Journal of Nursing Practice, 2015, 22(2), 205-214.
Armstrong‐Stassen M, & Ursel ND. Perceived Organizational Support, Career Satisfaction, and the Retention of Older Workers[J]. Journal of Occupational and Organizational Psychology, 2009, 82(1), 201-220.
Saralita M, & Ardiyanti N. Role of Workplace Spirituality and Perceived Organizational Support on Turnover Intention: Evidence from Private Hospital in Indonesia[J]. KnE Social Sciences, 2020, : -.
Thirapatsakun T, Kuntonbutr C, & Mechida P. The Relationships Among Four Factors and Turnover Intentions at Different Levels of Perceived Organizational Support[J]. Journal of US-China Public Administration, 2015, 12(2), -.
Muhammad A. Perceived Organizational Support and Organizational Citizenship Behavior: The Case of Kuwait[J]. International Journal of Business Administration, 2014, 5(3), -.
Lee J, & Peccei R. Perceived Organizational Support and Affective Commitment: The Mediating Role of Organization‐Based Self‐Esteem in the Context of Job Insecurity[J]. Journal of Organizational Behavior, 2006, 28(6), 661-685.
ATİLLA G, & KILIÇ C. The Relationship Between Perceived Organizational Support with Emotional Labor and Organizational Silence; An Application on Bank Employees[J]. Artuklu Kaime Uluslararası İktisadi Ve İdari Araştırmalar Dergisi, 2022, 5(2), 123-144.
Dinç E. Perceived Organizational Support as a Mediator of the Relationship Between Effort-Reward Fairness, Affective Commitment, and Intention to Leave[J]. International Business Research, 2015, 8(4), -.
Kim H, & Lee U. Managing Workplace Diversity and Employees' Turnover Intention: The Mediating Role of Perceived Organizational Support[J]. Journal of Digital Convergence, 2014, 12(10), 145-156.
Akhtar W, Ghufran H, Husnain M, & Shahid A. The Effect of Emotional Intelligence on Employee’s Job Performance: The Moderating Role of Perceived Organizational Support[J]. Journal of Accounting & Marketing, 2017, 06(03), -.
Fang X, Chan S, Brzezinski J, & Xu S. Moderating Effects of Task Type on Wireless Technology Acceptance[J]. Journal of Management Information Systems, 2005, 22(3), 123-157.
Prause G, Mendez M, & Garcia-Agreda S. Attitudinal Loyalty and Trust in Entrepreneurship: Building New Relationships[J]. International Entrepreneurship and Management Journal, 2011, 9(4), 531-540.
Chuang C, Li Y, Kuo L, & Yang M. Factors Influencing the Use of Health Information Exchange by Physicians—Using the National Health Insurance Pharmacloud System in Taiwan[J]. International Journal of Environmental Research and Public Health, 2021, 18(16), 8415.
Parilla E, & Abadilla M. Continuous Intention to Use E-Wallet by Business Owners in the Context of the COVID-19 Pandemic[J]. International Journal of Entrepreneurship Business and Creative Economy, 2023, 3(1), -.
Mishra U. Determination of Purchase Intention Applying Technology Acceptance Model: A Case of Facebook Influence[J]. Dristikon a Multidisciplinary Journal, 2020, 10(1), 253-264.
Jatimoyo D, Rohman F, & Djazuli A. The Effect of Perceived Ease of Use on Continuance Intention Through Perceived Usefulness and Trust[J]. International Journal of Research in Business and Social Science (2147-4478), 2021, 10(4), 430-437.
Yuan S, Liu Y, Yang RH, & Liu J. An Investigation of Users’ Continuance Intention Towards Mobile Banking in China[J]. Information Development, 2014, 32(1), 20-34.
Wang J, & Cao Y. Factors Influencing Continuous Intention to Use Telemedicine After the COVID-19 Pandemic in China: An Extended Technology Acceptance Model[J]. Open Journal of Social Sciences, 2022, 10(12), 344-359.
Gai H, Yan T, Zhang AR, Batchelor W, & Tian Y. Exploring Factors Influencing Farmers’ Continuance Intention to Crop Residue Retention: Evidence from Rural China[J]. International Journal of Environmental Research and Public Health, 2021, 18(14), 7412.
Mohamed N, Hussein R, Zamzuri N, & Haghshenas H. Insights into Individual's Online Shopping Continuance Intention[J]. Industrial Management & Data Systems, 2014, 114(9), 1453-1476.
Ifinedo P. Acceptance and Continuance Intention of Web‐Based Learning Technologies (WLT) Use Among University Students in a Baltic Country[J]. The Electronic Journal of Information Systems in Developing Countries, 2006, 23(1), 1-20.
Jo H. Antecedents of Continuance Intention of Social Networking Services (SNS): Utilitarian, Hedonic, and Social Contexts[J]. Mobile Information Systems, 2022, 2022, 1-14.
Lu J. Are Personal Innovativeness and Social Influence Critical to Continue with Mobile Commerce?[J]. Internet Research, 2014, 24(2), 134-159.
Zhou H, Liu J, & Cui X. Research on Influencing Factors of Adoption Behavior of Mobile Readers Based on Meta-Analysis[J]. Mathematical Problems in Engineering, 2021, 2021, 1-13.
Bhattacherjee A. Understanding Information Systems Continuance: An Expectation-Confirmation Model[J]. MIS Quarterly, 2001, 25(3), 351.
Rekha IS, Shetty J, & Basri S. Students’ Continuance Intention to Use MOOCs: Empirical Evidence from India[J]. Education and Information Technologies, 2022, 28(4), 4265-4286.
Puriwat W, & Tripopsakul S. Explaining an Adoption and Continuance Intention to Use Contactless Payment Technologies: During the COVID-19 Pandemic[J]. Emerging Science Journal, 2021, 5(1), 85-95.
Inan DI, Hidayanto AN, Juita R, Soemawilaga FF, Melinda F, Puspacinantya P, & Amalia Y. Service Quality and Self-Determination Theory Towards Continuance Usage Intention of Mobile Banking[J]. Journal of Science and Technology Policy Management, 2021, 14(2), 303-328.
Susanto P, Hoque ME, Nisaa V, Islam MA, & Kamarulzaman Y. Predicting M-Commerce Continuance Intention and Price Sensitivity in Indonesia by Integrating of Expectation-Confirmation and Post-Acceptance Model[J]. SAGE Open, 2023, 13(3), -.
Li X, & Lin H. Using the Extended Acceptance Model to Understand Continuance Intention of Dockless Bike-Sharing[J]. Frontiers in Psychology, 2022, 13, -.
Du W, Liang R, & Liu D. Factors Influencing School Teachers’ Continuous Usage Intention of Using VR Technology for Classroom Teaching[J]. SAGE Open, 2022, 12(3), 215824402211143.
Ramdhony D, Liébana‐Cabanillas F, Gunesh‐Ramlugun VD, & Mowlabocus F. Modelling the Determinants of Electronic Tax Filing Services’ Continuance Usage Intention[J]. Australian Journal of Public Administration, 2022, 82(2), 194-209.
Kim B, & Kim D. Exploring the Key Antecedents Influencing Consumer’s Continuance Intention Toward Bike-Sharing Services: Focus on China[J]. International Journal of Environmental Research and Public Health, 2020, 17(12), 4556.
Oktavendi TW, & Arisanti I. How to Build Continuance Intention on Jenius App Users[J]. TIJAB (The International Journal of Applied Business), 2021, 5(2), 155.
Hermawan VK, & Paramita EL. Faktor yang Mempengaruhi Keberlanjutan Minat Pengguna Dalam Menggunakan Aplikasi Mhealth Melalui Variabel Satisfaction[J]. Jurnal Bisnis Dan Manajemen, 2021, 8(1), -.
Leung LSK. What Are Basic Human Needs? A Challenge to the Self-Determination Theory in the SST Context[J]. Psychology, 2019, 10(07), 958-976.
Adeyemi IO, & Issa AO. Perceived Usefulness and Ease of Use as Predictors of Early-Year Lawyers Satisfaction with Law Pavilion Electronic Law Reports[J]. Buletin Al-Turas, 2020, 26(2), 239-252.
Ho Y, Alam SS, Masukujjaman M, Lin C, Susmit S, & Susmit S. Intention to Adopt AI-Powered Online Service Among Tourism and Hospitality Companies[J]. International Journal of Technology and Human Interaction, 2022, 18(1), 1-19.
Venkatesh V. Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model[J]. Information Systems Research, 2000, 11(4), 342-365.
Shen L, Zhang Y, Fan Y, Chen Y, & Zhao Y. Improving Consumer Stickiness in Livestream E-Commerce: A Mixed-Methods Study[J]. Frontiers in Psychology, 2022, 13, -.
Cheung E, & Sachs J. Student Teachers' Acceptance of a Web-Based Information System[J]. Psychologia, 2006, 49(2), 132-141.
Maqableh M, Masa'deh R, & Mohammed A. The Acceptance and Use of Computer Based Assessment in Higher Education[J]. Journal of Software Engineering and Applications, 2015, 08(10), 557-574.
Lemay EP, Clark MS, & Feeney BC. Projection of Responsiveness to Needs and the Construction of Satisfying Communal Relationships[J]. Journal of Personality and Social Psychology, 2007, 92(5), 834-853.
Sekhon M, Cartwright M, & Francis JJ. Acceptability of Healthcare Interventions: An Overview of Reviews and Development of a Theoretical Framework[J]. BMC Health Services Research, 2017, 17(1), -.
Ozturk A. Customer Acceptance of Cashless Payment Systems in the Hospitality Industry[J]. International Journal of Contemporary Hospitality Management, 2016, 28(4), 801-817.
Seo K, Lee S, Chung B, & Park C. Users’ Emotional Valence, Arousal, and Engagement Based on Perceived Usability and Aesthetics for Web Sites[J]. International Journal of Human-Computer Interaction, 2014, 31(1), 72-87.
Tzavlopoulos Ι, Gotzamani K, Andronikidis A, & Vassiliadis C. Determining the Impact of E-Commerce Quality on Customers’ Perceived Risk, Satisfaction, Value and Loyalty[J]. International Journal of Quality and Service Sciences, 2019, 11(4), 576-587.
Amin M, Rezaei S, & Abolghasemi M. User Satisfaction with Mobile Websites: The Impact of Perceived Usefulness (PU), Perceived Ease of Use (PEOU) and Trust[J]. Nankai Business Review International, 2014, 5(3), 258-274.
Wilson N. The Impact of Perceived Usefulness and Perceived Ease-of-Use Toward Repurchase Intention in the Indonesian E-Commerce Industry[J]. Jurnal Manajemen Indonesia, 2019, 19(3), 241.
Akbar N, & Nurmahdi D. Analysis of Perceived Usefulness, Perceived Ease of Use and Service Quality on User Satisfaction in Using Snaapp Communication Application in Ignatius Slamet Riyadi Karawang Elementary School[J]. Saudi Journal of Business and Management Studies, 2019, 04(11), 849-855.
Garas S. Measuring Consumers' Intention to Use Aggregator Food Ordering and Delivery Mobile Apps: A Post COVID19 Examination[J]. المجلة العلمیة للدراسات التجاریة والبیئیة, 2021, 12(2), 640-669.
Li C. The Effects of Source Credibility and Argument Quality on Employees' Responses Toward Information System Usage[J]. Asia Pacific Management Review, 2015, 20(2), 56-64.
Wang K, & Lin C. The Adoption of Mobile Value‐Added Services[J]. Managing Service Quality, 2012, 22(2), 184-208.
Huang R, Jang S, Machtmes K, & Deggs D. Investigating the Roles of Perceived Playfulness, Resistance to Change and Self‐Management of Learning in Mobile English Learning Outcome[J]. British Journal of Educational Technology, 2011, 43(6), 1004-1015.
Kang M. Active Users’ Knowledge-Sharing Continuance on Social Q&A Sites: Motivators and Hygiene Factors[J]. Aslib Journal of Information Management, 2018, 70(2), 214-232.
Son J, Sadachar A, Manchiraju S, Fiore A, & Niehm L. Consumer Adoption of Online Collaborative Customer Co‐Design[J]. Journal of Research in Interactive Marketing, 2012, 6(3), 180-197.
Lin C, Lin Y, Liao C, & Chen C. Utilizing Technology Acceptance Model for Influences of Smartphone Addiction on Behavioural Intention[J]. Mathematical Problems in Engineering, 2021, 2021, 1-7.
Jeong Y, & Kim M. Effects of Perceived Organizational Support and Perceived Organizational Politics on Organizational Performance: Mediating Role of Differential Treatment[J]. Asia Pacific Management Review, 2022, 27(3), 190-199.
Eisenberger R, Huntington R, Hutchison S, & Sowa D. Perceived Organizational Support[J]. Journal of Applied Psychology, 1986, 71(3), 500-507.
Jiang Q, Sun J, Yang C, & Gu C. The Impact of Perceived Interactivity and Intrinsic Value on Users’ Continuance Intention in Using Mobile Augmented Reality Virtual Shoe-Try-On Function[J]. Systems, 2021, 10(1), 3.
Wu G. The Mediating Role of Perceived Interactivity in the Effect of Actual Interactivity on Attitude Toward the Website[J]. Journal of Interactive Advertising, 2005, 5(2), 29-39.
Cyr D, Head M, & Ivanov A. Perceived Interactivity Leading to E-Loyalty: Development of a Model for Cognitive–Affective User Responses[J]. International Journal of Human-Computer Studies, 2009, 67(10), 850-869.
Johnson G, Bruner GC, & Kumar A. Interactivity and Its Facets Revisited: Theory and Empirical Test[J]. Journal of Advertising, 2006, 35(4), 35-52.
Sohn K, & Kwon O. Technology Acceptance Theories and Factors Influencing Artificial Intelligence-Based Intelligent Products[J]. Telematics and Informatics, 2020, 47, 101324.
Shih H. Extended Technology Acceptance Model of Internet Utilization Behavior[J]. Information & Management, 2004, 41(6), 719-729.
Venkatesh V, Morris MG, Davis GB, & Davis FD. User Acceptance of Information Technology: Toward a Unified View[J]. MIS Quarterly, 2003, 27(3), 425–478.
Hofhuis JG, Hautvast JLA, Schrijvers AJP, & Bakker J. Quality of Life on Admission to the Intensive Care: Can We Query the Relatives?[J]. Intensive Care Medicine, 2003, 29(6), 974-979.
Morgan PJ, Cleave-Hogg D, DeSousa S, & Tarshis J. High-Fidelity Patient Simulation: Validation of Performance Checklists[J]. British Journal of Anaesthesia, 2004, 92(3), 388-392.
Sakip SRM, Akhir NM, & Omar SS. Determinant Factors of Successful Public Parks in Malaysia[J]. Procedia - Social and Behavioral Sciences, 2015, 170, 422-432.
Norusis MJ. Spss for Windows: Base System User’s Guide, Release 5.0[M]. Chicago, IL, USA: SPSS Incorporated, 1992.
Kaiser HF. An Index of Factorial Simplicity[J]. Psychometrika, 1974, 39(1), 31-36.
Harman H. Modern Factor Analysis[M]. Chicago, IL, USA: University of Chicago Press, 1960.
Kohli AK, Shervani TA, & Challagalla GN. Learning and Performance Orientation of Salespeople: The Role of Supervisors[J]. J. Mark. Res., 1998, 35, 263–274.
Abdullah M, Dias C, Muley D, & Shahin M. Exploring the Impacts of COVID-19 on Travel Behavior and Mode Preferences[J]. Transp. Res. Interdiscip. Perspect., 2020, 8, 100255.
Podsakoff PM, & Organ DW. Self-Reports in Organizational Research: Problems and Prospects[J]. J. Manag., 1986, 12, 531–544.
Fornell C, & Larcker D. Evaluating Structural Equation Models with Unobservable Variables and Measurement Error[J]. Journal of Marketing Research, 1981, 18(1), 39-50.
Liang AR, & Lim WM. Exploring the Online Buying Behavior of Specialty Food Shoppers[J]. International Journal of Hospitality Management, 2011, 30(4), 855-865.
Fernandes DW, Moori RG, & Filho VAV. Logistic Service Quality as a Mediator Between Logistics Capabilities and Customer Satisfaction[J]. Revista De Gestão, 2018, 25(4), 358-372.
Hair JF, Black WC, Babin BJ, Anderson RE, & Tatham RL. Multivariate Data Analysis[M]. Upper Saddle River, NJ, USA: Prentice Hall, 1998, Volume 5.
Hair JF, Sarstedt M, Matthews L, & Ringle CM. Identifying and Treating Unobserved Heterogeneity with FIMIX-PLS: Part I – Method[J]. European Business Review, 2016, 28(1), 63-76.
Kline RB. Principles and Practice of Structural Equation Modeling[M]. New York City, NY, USA: Guilford Publications, 2015.
Whittaker TA. A Beginner’s Guide to Structural Equation Modeling[M]. Singapore: Taylor & Francis, 2011.
Hu LT, & Bentler PM. Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives[J]. Struct. Equ. Model. Multidiscip. J., 1999, 6, 1–55.
Jackson DL. Revisiting Sample Size and Number of Parameter Estimates: Some Support for the N:Q Hypothesis[J]. Structural Equation Modeling: A Multidisciplinary Journal, 2003, 10(1), 128-141.
Dix A, Finlay J, Abowd G, & Beale R. Human-Computer Interaction (3rd ed.)[M]. Prentice Hall, 2003.
Wilson N, Keni K, & Tan PHP. The Role of Perceived Usefulness and Perceived Ease-of-Use Toward Satisfaction and Trust Which Influence Computer Consumers’ Loyalty in China[J]. Gadjah Mada International Journal of Business, 2021, 23(3), 262.
Safari MC, Wass S, & Thygesen E. ‘I Got to Answer the Way I Wanted to’: Intellectual Disabilities and Participation in Technology Design Activities[J]. Scandinavian Journal of Disability Research, 2021, 23(1), 192.
Yayla Ö, Aytekin A, Uslu F, Ergün GS, Keleş H, & Güven Y. How Does the Experience Quality of Recreational Activities Organized Within the Scope of Public Health Affect Perceived Value, Satisfaction and Behavioral Intentions of Individuals?[J]. International Journal of Environmental Research and Public Health, 2023, 20(6), 5142.
Liu W, Wang Y, & Wang Z. An Empirical Study of Continuous Use Behavior in Virtual Learning Community[J]. Plos One, 2020, 15(7), e0235814.
Lundberg J, & Johansson B. A Framework for Describing Interaction Between Human Operators and Autonomous, Automated, and Manual Control Systems[J]. Cognition, Technology & Work, 2020, 23(3), 381-401.
Dave A, Saxena A, & Jha AK. Understanding User Comfort and Expectations in AI-Based Systems[EB/OL]. 10.21203/rs.3.rs-3135320/v1.
Sensinger JW, & Došen S. A Review of Sensory Feedback in Upper-Limb Prostheses from the Perspective of Human Motor Control[J]. Frontiers in Neuroscience, 2020, 14, -.
Ibrahim ENM, Jamali N, & Suhaimi AIH. Exploring Gamification Design Elements for Mental Health Support[J]. International Journal of Advanced Technology and Engineering Exploration, 2021, 8(74), 114-125.
Tondorf DF, & Hounsell MdS. Constructs and Outcomes of Fun in Digital Serious Games: The State of the Art[J]. Journal on Interactive Systems, 2022, 13(1), 386-399.
Domingos C, Costa P, Santos NC, & Pêgo JM. Usability, Acceptability, and Satisfaction of a Wearable Activity Tracker in Older Adults: Observational Study in a Real-Life Context in Northern Portugal[J]. Journal of Medical Internet Research, 2022, 24(1), e26652.
Yan X, & Yang JH. Design and Implementation of Interactive Platform for Operation and Maintenance of Multimedia Information System Based on Artificial Intelligence and Big Data[J]. Computational Intelligence and Neuroscience, 2022, 2022, 1-9.
Otero JMM. Fake Reviews on Online Platforms: Perspectives from the US, UK and EU Legislations[J]. SN Social Sciences, 2021, 1(7), -.
Masefield S, Msosa A, Chinguwo FK, & Grugel J. Stakeholder Engagement in the Health Policy Process in a Low Income Country: A Qualitative Study of Stakeholder Perceptions of the Challenges to Effective Inclusion in Malawi[J]. BMC Health Services Research, 2021, 21(1), -.
Piper SK, Zocholl D, Toelch U, Roehle R, Stroux A, Hößler JC, & Konietschke F. Statistical Review of Animal Trials—a Guideline[J]. Biometrical Journal, 2022, 65(2), -.
Cavalieri S, & Gambadoro S. Proposal of Mapping Digital Twins Definition Language to Open Platform Communications Unified Architecture[J]. Sensors, 2023, 23(4), 2349.
Rotaru V, Huang Y, Li T, Evans JA, & Chattopadhyay I. Event-Level Prediction of Urban Crime Reveals a Signature of Enforcement Bias in US Cities[J]. Nature Human Behaviour, 2022, 6(8), 1056-1068.
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