Purchasing in the digital age: A meta-analytical perspective on trust, risk, security, and e-WOM in e-commerce
Open accessAbstract
This comprehensive meta-analysis investigates the significant factors influencing consumer decision-making in e-commerce. Predominantly focusing on the parameters of trust, perceived risk, perceived security, and electronic word-of-mouth (e-WOM), this study provides insightful revelations on their integral roles in shaping e-commerce purchasing decisions. The findings demonstrate that trust, perceived risk, perceived security, and e-WOM significantly influence consumers' e-commerce purchasing decisions. Perceived Risk plays a substantial moderating role in the relationship between Trust and e-commerce purchasing decisions, amplifying the importance of managing and minimizing risk in online transactions to cultivate consumer trust. Contrastingly, the roles of Perceived Security and e-WOM do not hold the same moderating effect on the trust-purchasing decision nexus, underscoring the direct yet unmoderated influence these factors have on e-commerce purchasing behaviors. Furthermore, The research reveals no significant size effect difference among respondents from high-income and low-income countries or between general internet users and online shoppers concerning the impact of trust on e-commerce purchasing decisions. This intriguing finding suggests the universal importance of trust in the digital purchasing landscape, irrespective of socio-economic status or the degree of e-commerce engagement. This study thus sheds new light on the complexities of e-commerce decision-making processes. It offers valuable insights for businesses aiming to enhance consumer trust and engagement in the expanding digital marketplace.
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Wang, C., Ahmad, S. F., Ahmad, A. Y. A. B., Awwad, E. M., Irshad, M., Ali, Y. A., Al‐Razgan, M., Khan, Y., & Han, H. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e18349 · Cited by 297 · see citing works
RetractedPerceived usefulness, perceived ease of use, and user acceptance of information technology
Davis, F. D. (1989) · MIS Quarterly · doi:10.2307/249008 · Cited by 68,483 · see citing works
An integrative model of organizational trust
Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995) · The Academy of Management Review · doi:10.2307/258792 · Cited by 10,736 · see citing works
Trust and TAM in Online Shopping: An Integrated Model1
Gefen, D., Karahanna, E., & Straub, D. W. (2003) · MIS Quarterly · doi:10.2307/30036519 · Cited by 8,635 · see citing works
Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004) · Journal of Interactive Marketing · doi:10.1002/dir.10073 · Cited by 5,916 · see citing works
(2003) · International Journal of Electronic Commerce · doi:10.1080/10864415.2003.11044275 · Cited by 5,715 · see citing works
Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008) · Decision Support Systems · doi:10.1016/j.dss.2007.07.001 · Cited by 3,613 · see citing works
Predicting e-services adoption: A perceived risk facets perspective
Featherman, M. S., & Pavlou, P. A. (2003) · International Journal of Human-Computer Studies · doi:10.1016/s1071-5819(03)00111-3 · Cited by 3,351 · see citing works
Pavlou, P. A., Liang, H., & Xue, Y. (2007) · MIS Quarterly · doi:10.2307/25148783 · Cited by 2,646 · see citing works
Technology acceptance model: a literature review from 1986 to 2013
Marangunić, N., & Granić, A. (2015) · Universal Access in the Information Society · doi:10.1007/s10209-014-0348-1 · Cited by 2,458 · see citing works
Harrison McKnight, D., Choudhury, V., & Kacmar, C. (2002) · The Journal of Strategic Information Systems · doi:10.1016/s0963-8687(02)00020-3 · Cited by 2,164 · see citing works
Building consumer trust online
Hoffman, D. L., Novak, T. P., & Peralta, M. (1999) · Communications of the ACM · doi:10.1145/299157.299175 · Cited by 2,132 · see citing works
The impact of electronic word-of-mouth communication: A literature analysis and integrative model
Cheung, C. M. K., & Thadani, D. R. (2012) · Decision Support Systems · doi:10.1016/j.dss.2012.06.008 · Cited by 2,005 · see citing works
Integrating TTF and UTAUT to explain mobile banking user adoption
Zhou, T., Lu, Y., & Wang, B. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.01.013 · Cited by 1,696 · see citing works
Bart, Y., Shankar, V., Sultan, F., & Urban, G. L. (2005) · Journal of Marketing · doi:10.1509/jmkg.2005.69.4.133 · Cited by 1,482 · see citing works
Consumer patronage and risk perceptions in Internet shopping
Forsythe, S. M., & Shi, B. (2003) · Journal of Business Research · doi:10.1016/s0148-2963(01)00273-9 · Cited by 1,433 · see citing works
Cheung, M. Y., Luo, C., Sia, C. L., & Chen, H. (2009) · International Journal of Electronic Commerce · doi:10.2753/jec1086-4415130402 · Cited by 1,286 · see citing works
Trustworthiness in electronic commerce: the role of privacy, security, and site attributes
Bélanger, F., Hiller, J. S., & Smith, W. J. (2002) · The Journal of Strategic Information Systems · doi:10.1016/s0963-8687(02)00018-5 · Cited by 1,252 · see citing works
Understanding online purchase intentions: contributions from technology and trust perspectives
van der Heijden, H., Verhagen, T., & Creemers, M. (2003) · European Journal of Information Systems · doi:10.1057/palgrave.ejis.3000445 · Cited by 1,230 · see citing works
Consumer Perceptions of Privacy and Security Risks for Online Shopping
Miyazaki, A. D., & FERNANDEZ, A. (2001) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.2001.tb00101.x · Cited by 1,176 · see citing works
On risk, convenience, and Internet shopping behavior
Bhatnagar, A., Misra, S., & Rao, H. R. (2000) · Communications of the ACM · doi:10.1145/353360.353371 · Cited by 1,089 · see citing works
An overview of online trust: Concepts, elements, and implications
Wang, Y. D., & Emurian, H. H. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2003.11.008 · Cited by 998 · see citing works
Modeling Web Site Design Across Cultures: Relationships to Trust, Satisfaction, and E-Loyalty
Cyr, D. (2008) · Journal of Management Information Systems · doi:10.2753/mis0742-1222240402 · Cited by 766 · see citing works
Beldad, A., de Jong, M., & Steehouder, M. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.03.013 · Cited by 754 · see citing works
Lu, Y., Zhao, L., & Wang, B. (2009) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2009.07.003 · Cited by 681 · see citing works
Influence of consumers’ perceived risk on consumers’ online purchase intention
Ariffin, S. K., Mohan, T., & Goh, Y.-N. (2018) · Journal of Research in Interactive Marketing · doi:10.1108/jrim-11-2017-0100 · Cited by 608 · see citing works
The Effect of Electronic Word of Mouth Communications on Intention to Buy: A Meta-Analysis
Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2019) · Information Systems Frontiers · doi:10.1007/s10796-019-09924-y · Cited by 587 · see citing works
A meta-analysis of online trust relationships in e-commerce.
Kim, Y., & Peterson, R. A. (2017) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2017.01.001 · Cited by 541 · see citing works
Social commerce research: An integrated view
Zhou, L., Zhang, P., & Zimmermann, H. (2013) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2013.02.003 · Cited by 449 · see citing works
Miao, M., Jalees, T., Zaman, S. I., Khan, S., Hanif, N.-U.-A., & Javed, M. K. (2021) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-03-2021-0221 · Cited by 440 · see citing works
Huete-Alcocer, N. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01256 · Cited by 436 · see citing works
The roles of habit and web site quality in e-commerce
Liao, C., Palvia, P., & Lin, H.-N. (2006) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2006.09.001 · Cited by 417 · see citing works
A model for evaluating IT security investments
Cavusoglu, H., Mishra, B. K., & Raghunathan, S. (2004) · Communications of the ACM · doi:10.1145/1005817.1005828 · Cited by 361 · see citing works
Electronic word-of-mouth and consumer purchase intentions in social e-commerce
Zhao, Y., Wang, L., Tang, H., & Zhang, Y. (2020) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2020.100980 · Cited by 337 · see citing works
Social commerce: Factors affecting customer repurchase and word-of-mouth intentions
Meilatinova, N. (2021) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2020.102300 · Cited by 314 · see citing works
Ba, S., & Pavlou, P. A. (2002) · MIS Quarterly · doi:10.2307/4132332 · Cited by 312 · see citing works
Influence of e-WOM engagement on consumer purchase intention in social commerce
Yusuf, A. S., Hussin, A. R. C., & Busalim, A. H. (2018) · Journal of Services Marketing · doi:10.1108/jsm-01-2017-0031 · Cited by 291 · see citing works
Lin, X., Wang, X., & Hajli, N. (2019) · International Journal of Electronic Commerce · doi:10.1080/10864415.2019.1619907 · Cited by 286 · see citing works
Electronic Word of Mouth (eWOM) in the Marketing Context
Ismagilova, E., Dwivedi, Y. K., Slade, E. L., & Williams, M. D. (2017) · SpringerBriefs in business · doi:10.1007/978-3-319-52459-7 · Cited by 285 · see citing works
Repurchase intentions in Y generation: mediation of trust and e-satisfaction
Trivedi, S. K., & Yadav, M. (2020) · Marketing Intelligence & Planning · doi:10.1108/mip-02-2019-0072 · Cited by 267 · see citing works
Security implications of electronic commerce: a survey of consumers and businesses
Furnell, S., & Karweni, T. (1999) · Internet Research · doi:10.1108/10662249910297778 · Cited by 254 · see citing works
The Evolution of the Digital Divide: How Gaps in Internet Access May Impact Electronic Commerce
Hoffman, D. L., Novak, T., & Schlosser, A. E. (2006) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2000.tb00341.x · Cited by 251 · see citing works
Li, C. (2017) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2017.11.026 · Cited by 241 · see citing works
Generation Y consumer online repurchase intention in Bangkok
Zhu, B., Kowathanakul, S., & Satanasavapak, P. (2019) · International Journal of Retail & Distribution Management · doi:10.1108/ijrdm-04-2018-0071 · Cited by 234 · see citing works
Exploring purchase intention in cross-border E-commerce: A three stage model
Zhu, W., Mou, J., & Benyoucef, M. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2019.07.004 · Cited by 225 · see citing works
TRUST-RELATED ARGUMENTS IN INTERNET STORES: A FRAMEWORK FOR EVALUATION
Kim, D., & Benbasat, I. (2003) · Cited by 212 · see citing works
User experience in personalized online shopping: a fuzzy-set analysis
Pappas, I. O. (2018) · European Journal of Marketing · doi:10.1108/ejm-10-2017-0707 · Cited by 212 · see citing works
Does privacy assurance on social commerce sites matter to millennials?
Wang, Y., & Herrando, C. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.10.016 · Cited by 201 · see citing works
Online Customer Reviews of Hotels
González, S. M., Bulchand‐Gidumal, J., & López‐Valcárcel, B. G. (2013) · Cornell Hospitality Quarterly · doi:10.1177/1938965513481498 · Cited by 183 · see citing works
Fraud detection in online consumer reviews
Hu, N., Liu, L., & Sambamurthy, V. (2010) · Decision Support Systems · doi:10.1016/j.dss.2010.08.012 · Cited by 178 · see citing works
Wu, G., Hu, X., & Wu, Y. (2010) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2010.01528.x · Cited by 174 · see citing works
Nguyen, T. T. H., Nguyen, T. T. H., Nguyen, N., Nguyen, T. B. L., Bui, L. P., & Moon, H. C. (2019) · Foods · doi:10.3390/foods8110576 · Cited by 174 · see citing works
Perceived Risk Factors Affecting Consumers’ Online Shopping Behaviour
Kok Wai, T. H. A. M., Dastane, O., Johari, Z., & Ismail, N. B. (2019) · Journal of Asian Finance Economics and Business · doi:10.13106/jafeb.2019.vol6.no4.249 · Cited by 168 · see citing works
A retentive consumer behavior assessment model of the online purchase decision-making process
Petcharat, T., & Leelasantitham, A. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e08169 · Cited by 152 · see citing works
Saoula, O., Shamim, A., Sukı, N. M., Ahmad, M. J., Abid, M. F., Patwary, A. K., & Abbasi, A. Z. (2023) · Spanish Journal of Marketing - ESIC · doi:10.1108/sjme-07-2022-0159 · Cited by 152 · see citing works
Investigating the antecedents of e-commerce satisfaction in social commerce context
Attar, R. W., Shanmugam, M., & Hajli, N. (2020) · British Food Journal · doi:10.1108/bfj-08-2020-0755 · Cited by 135 · see citing works
Wang, C., Liu, T., Zhu, Y., Wang, H., Wang, X., & Zhao, S. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e21617 · Cited by 133 · see citing works
Buyers' trust and mistrust in e-commerce platforms: a synthesizing literature review
Soleimani, M. (2022) · Information Systems and e-Business Management · doi:10.1007/s10257-021-00545-0 · Cited by 130 · cited 5× · see citing works
“With the increasing prevalence of online shopping, trust has become even more important due to the lack of personal interaction, concerns over data privacy, and the reliability of service providers [2].”
BackgroundInfluentialDong, X., Zhao, H., & Li, T. (2022) · Sustainability · doi:10.3390/su14074374 · Cited by 129 · see citing works
Akhter, S. H. (2014) · Journal of Consumer Marketing · doi:10.1108/jcm-06-2013-0606 · Cited by 120 · see citing works
Social Commerce Success: Antecedents of Purchase Intention and the Mediating Role of Trust
Dabbous, A., Barakat, K. A., & Sayegh, M. M. (2020) · Journal of Internet Commerce · doi:10.1080/15332861.2020.1756190 · Cited by 119 · see citing works
The Research Trend of Security and Privacy in Digital Payment
Sahi, A. M., Khalid, H. B., Abbas, A. F., Zedan, K., Khatib, S. F. A., & Amosh, H. A. A. (2022) · Informatics · doi:10.3390/informatics9020032 · Cited by 112 · see citing works
Al‐Adwan, A. S., Alrousan, M. K., Yaseen, H., Alkufahy, A. M., & Alsoud, M. A. (2022) · Journal of Open Innovation Technology Market and Complexity · doi:10.3390/joitmc8030136 · Cited by 111 · see citing works
e-WOM: the effects of online consumer reviews on purchasing decisions
Yaylc, A., & Bayram, M. (2012) · International Journal of Internet Marketing and Advertising · doi:10.1504/ijima.2012.044958 · Cited by 110 · see citing works
A Customer-Centric View of E-Commerce Security and Privacy
Saeed, S. (2023) · Applied Sciences · doi:10.3390/app13021020 · Cited by 110 · see citing works
Online Recommendation Systems: Factors Influencing Use in E-Commerce
Cabrera-Sánchez, J.-P., de Luna, I. R., Carvajal-Trujillo, E., & Ramos, Á. F. V. (2020) · Sustainability · doi:10.3390/su12218888 · Cited by 104 · see citing works
The Impact of Perceived Risk on Consumers’ Cross-Platform Buying Behavior
Zhang, X., & Yu, X. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.592246 · Cited by 103 · see citing works
Baker, E. W., Hubona, G. S., & Srite, M. (2019) · Information & Management · doi:10.1016/j.im.2019.02.008 · Cited by 100 · see citing works
Online Grocery Shopping in Germany: Assessing the Impact of COVID-19
Gruntkowski, L. M., & Martinez, L. F. (2022) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer17030050 · Cited by 88 · see citing works
eWOM credibility: a comprehensive framework and literature review
Verma, D., & Dewani, P. (2020) · Online information review (Print) · doi:10.1108/oir-06-2020-0263 · Cited by 81 · see citing works
Ruiz-Herrera, L. G., Valencia-Arías, A., Gallegos, A., Benjumea-Arias, M. L., & Siapo, E. L. D. C. F. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e16418 · Cited by 80 · see citing works
e-Commerce: an analysis of the factors that antecede purchase intentions in an emerging market
Mainardes, E. W., de Almeida, C. M., & de-Oliveira, M. (2019) · Journal of International Consumer Marketing · doi:10.1080/08961530.2019.1605643 · Cited by 77 · see citing works
Chen, X., & Long, Z. (2023) · Sustainability · doi:10.3390/su15075882 · Cited by 76 · see citing works
Purchase intention in an electronic commerce environment
Shareef, M. A., Dwivedi, Y. K., Kumar, V., Davies, G., Rana, N. P., & Baabdullah, A. M. (2018) · Information Technology and People · doi:10.1108/itp-05-2018-0241 · Cited by 71 · see citing works
Understanding the brand and website effects of online loyalty: a mediation perspective
Wong, A., & Haque, M. (2021) · Journal of Marketing Management · doi:10.1080/0267257x.2021.1949378 · Cited by 70 · see citing works
The impact of consumers’ positive online recommendations on the omnichannel webrooming experience
Orús, C., Gurrea, R., & Ibáñez‐Sánchez, S. (2019) · Spanish Journal of Marketing - ESIC · doi:10.1108/sjme-08-2019-0067 · Cited by 69 · see citing works
Fu, S., Xu, Y. X., & Yan, Q. (2017) · Journal of Strategic Marketing · doi:10.1080/0965254x.2017.1384045 · Cited by 66 · see citing works
Trust and Distrust in E-Commerce
Lee, S.-J., Ahn, C., Song, K. M., & Ahn, H. (2018) · Sustainability · doi:10.3390/su10041015 · Cited by 66 · see citing works
Singh, C., Dash, M. K., Sahu, R., & Kumar, A., V (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e25031 · Cited by 66 · see citing works
Zhang, X., & Wang, T. (2020) · Journal of theoretical and applied electronic commerce research · doi:10.4067/s0718-18762021000200108 · Cited by 64 · see citing works
Revealing the Influential Factors Driving Social Commerce Adoption
Al‐Adwan, A. S. (2019) · Interdisciplinary Journal of Information Knowledge and Management · doi:10.28945/4438 · Cited by 64 · see citing works
Purchase Intention in the Online Open Market: Do Concerns for E-Commerce Really Matter?
Kim, S. S. (2020) · Sustainability · doi:10.3390/su12030773 · Cited by 63 · see citing works
The mediating effect of trust on consumer behavior in social media marketing environments
Karunasingha, A., & Abeysekera, N. (2022) · South Asian Journal of Marketing · doi:10.1108/sajm-10-2021-0126 · Cited by 62 · see citing works
Jeon, H. G., Kim, C. G., Lee, J., & Lee, K. C. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.690039 · Cited by 57 · see citing works
Understanding Trust Drivers of S-commerce
Al-kfairy, M., Shuhaiber, A., Al‐Khatib, A. W., Alrabaee, S., & Khaddaj, S. A. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e23332 · Cited by 55 · see citing works
Online customer behavior: perceptions regarding the types of risks incurred through online purchases
Bach, T. M., da Silva, W. V., Souza, A. M., Kudlawicz-Franco, C., & da Veiga, C. P. (2020) · Humanities and Social Sciences Communications · doi:10.1057/s41599-020-0389-4 · Cited by 54 · see citing works
Sharing economy and the lodging websites
Nisar, T. M., Hajli, N., Prabhakar, G. P., & Dwivedi, Y. K. (2019) · Information Technology and People · doi:10.1108/itp-06-2018-0297 · Cited by 51 · see citing works
Srivastava, A., & Thaichon, P. (2022) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-10-2021-0777 · Cited by 48 · see citing works
Understanding usage transfer behavior of two way O2O services
Chen, C., Hsiao, K., & Hsieh, C.-H. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.07.009 · Cited by 48 · see citing works
Trust, Perceived Benefit, and Purchase Intention in C2C E-Commerce
Zhao, S., Fang, Y., Zhang, W., & Jiang, H. (2019) · Journal of Global Information Management · doi:10.4018/jgim.2020010107 · Cited by 47 · see citing works
Riley, J. M., & Klein, R. (2019) · Young Consumers Insight and Ideas for Responsible Marketers · doi:10.1108/yc-12-2018-0889 · Cited by 46 · see citing works
Sun, X., Pelet, J., Dai, S., & Ma, Y. (2023) · Sustainability · doi:10.3390/su152316320 · Cited by 43 · see citing works
Instagram Shopping in Saudi Arabia: What Influences Consumer Trust and Purchase Decisions?
Alotaibi, T., Abdulrahman, A., & Saad, S. (2019) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2019.0101181 · Cited by 42 · see citing works
Shop at your own risk? Consumer activities in fashion e‐commerce
Sutinen, U., Saarijärvi, H., & Yrjölä, M. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12759 · Cited by 42 · see citing works
Yadav, R., & Mahara, T. (2017) · Global Business Review · doi:10.1177/0972150917713899 · Cited by 41 · see citing works
Moriuchi, E., & Takahashi, I. (2017) · Journal of Business Research · doi:10.1016/j.jbusres.2017.07.024 · Cited by 40 · see citing works
The influence of eWOM. Analyzing its characteristics and consequences, and future research lines
Akdim, K. (2021) · Zaguan (University of Zaragoza Repository) · doi:10.1108/sjme-10-2020-0186 · Cited by 38 · see citing works
Electronic Word-of-Mouth (eWOM)
Ismagilova, E., Dwivedi, Y. K., Slade, E. L., & Williams, M. D. (2017) · SpringerBriefs in business · doi:10.1007/978-3-319-52459-7_3 · Cited by 37 · see citing works
Masri, N. W., Ruangkanjanases, A., & Chen, S. (2020) · Sustainability · doi:10.3390/su13010172 · Cited by 35 · see citing works
The role of trust and social presence in social commerce purchase intention
Hassan, M., Iqbal, Z. M., & Khanum, B. (2018) · Pakistan Journal of Commerce and Social Sciences · Cited by 33 · see citing works
Antecedents and consequences of consumers’ trust in hybrid travel websites
Leung, D., & Ma, J. (2020) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2020.1812468 · Cited by 33 · see citing works
Liu, D., & Li, M. (2018) · International Journal of Mobile Communications · doi:10.1504/ijmc.2019.096519 · Cited by 33 · see citing works
Online customer service quality of online shopping: evidence from Dangdang.com
Huang, Z., Luo, Y., & Wang, D. (2018) · Cluster Computing · doi:10.1007/s10586-018-2565-5 · Cited by 33 · see citing works
Effects of Negative Emotions and Cognitive Characteristics on Impulse Buying During COVID-19
Yu, Y. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.848256 · Cited by 33 · see citing works
Ma, Y., Ruangkanjanases, A., & Chen, S.-C. (2019) · Sustainability · doi:10.3390/su11215914 · Cited by 30 · cited 1× · see citing works
“…Kennedyd, Marjerison [77] China 691 Online Shopper Kim [78] Korea 417 Online Shopper Lee, Ahn [79] Korea 123 Internet user Ma, Ruangkanjanases [80] Taiwan 302 Online Shopper Maia, Lunardi [81] Brazil 208 Online Shopper Masri, Ruangkanjanases [82] Taiwan 293 Online Shopper Tam, Pereira [83]…”
BackgroundLin, K., Du, W., Yang, S., Liu, C., & Na, S.-G. (2023) · Sustainability · doi:10.3390/su15086424 · Cited by 30 · see citing works
Factors Affecting Online Purchase Intention: A Study Of Sri Lankan Online Customers
Athapaththu, J. C., & Kulathunga, K. M. S. D. (2018) · International journal of scientific and technology research · Cited by 28 · see citing works
Factors Affecting E-Shopping Behaviour: Application of Theory of Planned Behaviour
Tang, H., Rasool, Z., Khan, M. A., Khan, A. I., Khan, F. A., Ali, H., Khan, A. A., & Abbas, S. A. (2021) · Behavioural Neurology · doi:10.1155/2021/1664377 · Cited by 27 · see citing works
Demba, D. Y., Chiliya, N., Chuchu, T., & Ndoro, T. T. (2022) · Communicare Journal for Communication Studies in Africa · doi:10.36615/jcsa.v38i1.1548 · Cited by 27 · see citing works
Revisiting the antecedent of electronic word-of-mouth (eWOM) during COVID-19 Pandemic
Rani, A., & Shivaprasad, H. N. (2021) · DECISION · doi:10.1007/s40622-021-00298-2 · Cited by 26 · see citing works
Wang, Q., Xiaoya, Z., Wang, M., Zhou, F., & Cheng, S. (2023) · PLoS ONE · doi:10.1371/journal.pone.0286034 · Cited by 26 · see citing works
Antecedents of online purchase intention in the context of social commerce
Jaidev, U. P., & Shekhar, R. (2020) · International Journal of Applied Management Science · doi:10.1504/ijams.2020.10026881 · Cited by 24 · see citing works
What influences the purchase intention of online travel consumers?
Tam, C., Pereira, F. M. D. S. C., & Oliveira, T. (2022) · Tourism and Hospitality Research · doi:10.1177/14673584221126468 · Cited by 22 · see citing works
The Use of Trust Seals in European and Latin American Commercial Transactions
Jiménez, D. L., Dittmar, E. C., & Portillo, J. P. V. (2021) · Journal of Open Innovation Technology Market and Complexity · doi:10.3390/joitmc7020150 · Cited by 20 · see citing works
Factors affecting adoption and use of M-commerce services among the customers in Saudi Arabia
Wasiq, M., Johri, A., & Singh, P. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e12532 · Cited by 20 · see citing works
Maia, C. R., Lunardi, G. L., Dolci, D. B., & Añaña, E. D. S. (2022) · Brazilian Business Review · doi:10.15728/bbr.2022.19.3.4 · Cited by 20 · see citing works
Kennedyd, S. I., Marjerison, R. K., Yu, Y., Zi, Q., Tang, X., & Yang, Z. (2022) · Sustainability · doi:10.3390/su14084554 · Cited by 19 · see citing works
Trust and online purchase intention: a systematic literature review through meta-analysis
Bulsara, H. P., & Vaghela, P. S. (2023) · International Journal of Electronic Business · doi:10.1504/ijeb.2023.130155 · Cited by 17 · see citing works
Measuring Trusts And The Effects On The Consumers’ Buying Behavior
Le, N. B. M., & Hoang, T. P. T. (2020) · Journal of Distribution Science · doi:10.15722/jds.18.3.202003.5 · Cited by 16 · see citing works
The Colombian electronic consumer: analysis of the leading factors of e-commerce use
Sánchez-Torres, J. A., Arroyo-Cañada, F.-J., Berrío, S. P. R., Robayo-Pinzón, O., & Cerpa, W. F. (2019) · International Journal of Electronic Marketing and Retailing · doi:10.1504/ijemr.2019.10021475 · Cited by 14 · see citing works
Online Impulse Buying and Cognitive Dissonance
Mattia, G., Leo, A. D., & Principato, L. (2021) · Springer eBooks · doi:10.1007/978-3-030-65923-3 · Cited by 13 · see citing works
Hossain, R., Mahmud, S., Hossin, M. A., Bhuiyan, T., & Hua, Y. X. (2018) · Lecture notes in networks and systems · doi:10.1007/978-981-13-0586-3_5 · Cited by 12 · see citing works
The Impact of E-Commerce on Consumer Online Purchase Intention: An Evidence from Pakistani Consumers
Ashraf, S., & Iqbal, M. Z. (2023) · Springer proceedings in business and economics · doi:10.1007/978-3-031-18663-9_12 · Cited by 7 · see citing works
Determinants of Online Behavior Among Jordanian Consumers: An Empirical Study of OpenSooq
Almajali, D. A. (2022) · Interdisciplinary Journal of Information, Knowledge, and Management · doi:10.28945/4994 · Cited by 6 · see citing works
EXAMINING THE EFFECTS OF PERCEIVED RISK ON CONSUMER’S ONLINE PURCHASE INTENTION IN KLANG VALLEY
Pang, M.-S., & Ismail, K. (2022) · Management and Accounting Review · doi:10.24191/mar.v21i02-05 · Cited by 6 · see citing works
Linking perceived anxiety to knowledge purchase likelihood: the mediating role of coping strategies
Liu, M., Kan, X., Zhao, M., & Li, Q. (2023) · Current Psychology · doi:10.1007/s12144-023-05392-5 · Cited by 5 · see citing works
USING ONE-STOP E-COMMERCE PLATFORMS FOR BABY PRODUCT PURCHASES: INSIGHTS ON GENERATION Y IN MALAYSIA
Ann, L. J., & Noor, S. M. (2022) · Journal of Content Community and Communication · doi:10.31620/jccc.06.22/07 · Cited by 4 · see citing works
The Influencing Factors on Consumers’ Purchase Intention under the Cross-border E-commerce Platforms
Qin, Z., Zhao, L., & Ni, Y. (2019) · Journal of the Association for Information Systems · Cited by 3 · see citing works
The Review of Risk Identification of E-Commerce Supply Chain Under the Network Economy
Kang, P., & Zhang, T. (2019) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-15235-2_97 · Cited by 3 · see citing works
The impact of C2C Communication and Shared Information on Buying Decision: ―A Buyer's Perspective"
(2019) · International Journal of Recent Technology and Engineering (IJRTE) · doi:10.35940/ijrte.b1122.0782s619 · Cited by 3 · see citing works
On-line Consumer Behavior and Technology Acceptance Models
Mattia, G., Leo, A. D., & Principato, L. (2021) · Springer eBooks · doi:10.1007/978-3-030-65923-3_6 · Cited by 2 · see citing works
Controlling Information Risk in E-commerce
Zhang, R., Fang, L., He, X., & Wei, C. (2023) · Springer eBooks · doi:10.1007/978-981-19-9458-6_4 · Cited by 2 · see citing works
Research on Financial Risk Monitoring of E-commerce Businesses
Zhou, Y., & Wan, Y. (2016) · International Conference on Education, Sports, Arts and Management Engineering (ICESAME) · doi:10.2991/icesame-16.2016.273 · Cited by 1 · see citing works
Effects of Customer Service Quality in Online Retail Stores
Santo, P. E., & Cardoso, P. A. (2023) · Springer series in design and innovation · doi:10.1007/978-3-031-47281-7_43 · Cited by 1 · see citing works
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An, G. K., & An, N. T. (2025) · Journal of Open Innovation Technology Market and Complexity · doi:10.1016/j.joitmc.2025.100580 · Cited by 94 · see citing works
Elshaer, I. A., Azazz, A. M. S., Fayyad, S., Aljoghaiman, A., Fathy, E. A., & Fouad, A. M. (2025) · Tourism and Hospitality · doi:10.3390/tourhosp6020068 · Cited by 55 · see citing works
Marjerison, R. K., Dong, H., Kim, J. M., Zheng, H., Zhang, Y., & Kuan, G. (2025) · Systems · doi:10.3390/systems13020071 · Cited by 47 · see citing works
Aisyah, M., Sesunan, Y. S., & Wicaksono, A. T. S. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.101530 · Cited by 29 · see citing works
Micheletto, V., Accardi, S., Fici, A., Piccoli, F., Rossi, C., Bilucaglia, M., Russo, V., & Zito, M. (2025) · Frontiers in Virtual Reality · doi:10.3389/frvir.2025.1515937 · Cited by 26 · see citing works
Ngo, T. T. A., An, G. K., Dao, D. K., Nguyen, N. A., Phong, B. H., Nguyen, N. Y. V., & Nguyen, T. B. N. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105768 · Cited by 23 · see citing works
Understanding Generation Z′s Purchasing Behaviour on Online Marketplaces: A TAM-Based Approach
Catană, Ș.-A., Imbrișcă, C.-I., & Veith, C. (2025) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer20040260 · Cited by 22 · see citing works
Ladeira, W. J., Jafar, S. H., & Santini, F. D. O. (2025) · International Journal of Bank Marketing · doi:10.1108/ijbm-02-2025-0156 · Cited by 22 · see citing works
Digital Platforms for Sustainable Development: Unveiling the Psychology of Green Food Choices
Filippelli, S., Ammirato, S., Felicetti, A. M., & Troise, C. (2025) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.70132 · Cited by 16 · see citing works
Joudeh, J. M. M., Omeish, F. Y., Alharthi, S., Abu-Loghod, N. A., Zamil, A. M. A., & Joudeh, A. H. M. (2024) · Data & Metadata · doi:10.56294/dm2024.449 · Cited by 16 · see citing works
Unpacking Customer Experience in Online Shopping: Effects on Satisfaction and Loyalty
Pires, P. B., Perestrelo, B. M., & Santos, J. D. (2025) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer20030245 · Cited by 15 · see citing works
Li, L., Lin, J., Benitez, J., Luo, X. R., & Mikalef, P. (2024) · Information & Management · doi:10.1016/j.im.2024.104064 · Cited by 14 · see citing works
Effendi, A. A., Hui, G. K., Kahar, I. A. B. C., Sukeri, I. H. B. M., Ming, I. L. X., Xuan, J. W. J., Vartharaju, J. A. P., N, G. J. N., Ali, A. J., & Kee, D. M. H. (2025) · International Journal of Accounting & Finance in Asia Pasific · doi:10.32535/ijafap.v8i1.3834 · Cited by 9 · see citing works
Mateus, M. A., Rincón, A. G., & Almonacid, F. D. O. (2025) · Digital Business · doi:10.1016/j.digbus.2025.100146 · Cited by 9 · see citing works
Islam, M. T., Pandey, U., & Kumar, J. (2024) · International Social Science Journal · doi:10.1111/issj.12529 · Cited by 8 · see citing works
Florea, N. V., Croitoru, G., & Diaconeasa, A.-A. (2025) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer20040262 · Cited by 8 · see citing works
Dandis, A. O., Eid, M. A. H., & Shehadeh, R. M. (2026) · The TQM Journal · doi:10.1108/tqm-08-2025-0465 · Cited by 8 · see citing works
MohammadEbrahimzadeh, S., Khajeheian, D., Arbatani, T. R., Labafi, S., & Sepasgozar, S. M. E. (2025) · Sustainability · doi:10.3390/su17188427 · Cited by 7 · see citing works
Zaheer, M. A., Anjum, T., Tautiva, J. A. D., & Heidler, P. (2024) · Sustainability · doi:10.3390/su16177365 · Cited by 7 · see citing works
Wang, D., & Wang, H. S. (2025) · Electronic Commerce Research · doi:10.1007/s10660-025-10060-w · Cited by 6 · see citing works
Ong, A. K. S., Diaz, J. F. T., Abella, J. K. A. L., Alayra, R. J. N., Calimag, B. C. R., Callo, B. C. B., Tee, Z. A. K., & Reyes, C. R. V. D. (2025) · Cogent Business & Management · doi:10.1080/23311975.2025.2583272 · Cited by 6 · see citing works
Barriers to E-Commerce Adoption for MSMEs in LAZISMU East Java
Mochklas, M., Panggayudi, D. S., & Nurhayati, A. (2025) · Jurnal Manajemen · doi:10.24912/jm.v29i1.2484 · Cited by 5 · see citing works
Maleknia, R., & Hălălișan, A.-F. (2025) · Forest Policy and Economics · doi:10.1016/j.forpol.2025.103592 · Cited by 5 · see citing works
Rodríguez, R. F., Montano, J., Horna, R. F. C., Robles, I. S. C., & Yquiapaza, F. B. (2024) · Journal of Ecohumanism · doi:10.62754/joe.v3i4.3469 · Cited by 5 · see citing works
When Technology Signals Trust: Blockchain vs. Traditional Cues in Cross-Border Cosmetic E-Commerce
Liu, X., & Dawod, A. Y. (2025) · Information · doi:10.3390/info16100913 · Cited by 4 · see citing works
Purwianti, L., Jason, J., & Yulianto, E. (2024) · MEC-J (Management and Economics Journal) · doi:10.18860/mec-j.v8i3.28891 · Cited by 4 · see citing works
Anggreina, M., Arifin, S., & Zaman, K. (2026) · Journal Social Society. · doi:10.54065/jss.6.2.2026.1223 · Cited by 4 · see citing works
Pengaruh Strategi Pemasaran Shopee terhadap Perilaku Belanja Konsumen di Indonesia
Khorunisa, A. R., & Fadilah, M. (2024) · Civil Officium Journal of Empirical Studies on Social Science · doi:10.53754/civilofficium.v3i1.519 · Cited by 4 · see citing works
Nasir, W. N. F. W., Lola, M. S., Hamid, A. A. K. A., Mutalib, S. S. S. A., Jubilee, R. V. W., Zainuddin, N. H., & Fauzy, A. (2024) · World · doi:10.3390/world5040067 · Cited by 4 · see citing works
Nilai emosional dan minat beli konsumen: Studi empiris pada platform Tiktok shop di indonesia
Pakpahan, A. K., Ekasari, A., & Chandra, K. (2026) · Journal of Management and Digital Business · doi:10.53088/jmdb.v6i1.2190 · Cited by 3 · see citing works
Exploring Determinants of Metaverse E-Commerce Purchase Intention Among Albanian University Students
Vukatana, K., & Ferhataj, A. (2026) · Economics and Culture · doi:10.2478/jec-2026-0008 · Cited by 3 · see citing works
Wang, M., Zhou, Z., Chen, Q., Xu, D., Shiqun, Y., & Sun, G. (2026) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer21070216 · Cited by 3 · see citing works
How robotics, processing techniques, food delivery apps and data technology enhance consumer choices
Seo, Y. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-15976-3.00022-2 · Cited by 3 · see citing works
Aulianur, F. F., & Purwanegara, M. S. (2024) · Mandalika Journal of Business and Management Studies · doi:10.59613/mjbms.v3i1.141 · Cited by 3 · see citing works
Veronika, A., & Terenggana, C. A. (2024) · EKOMA Jurnal Ekonomi Manajemen Akuntansi · doi:10.56799/ekoma.v4i2.6107 · Cited by 2 · see citing works
Decoding the Impact of Influencers on Q-Commerce Purchase Decision of Gen Z
Gupta, H., Sengupta, S., Bhattacharjee, M., & Ghadi, S. G. (2025) · IGI Global eBooks · doi:10.4018/979-8-3373-1712-0.ch005 · Cited by 2 · see citing works
Ikhsan, R. B., Sari, N., Fernando, E., & Simarmata, J. (2025) · Journal of Consumer Sciences · doi:10.29244/jcs.10.2.276-298 · Cited by 2 · see citing works
Rahmatullah, R. R., & Hermeindito, H. (2025) · Journal of Social Commerce · doi:10.56209/jommerce.v5i2.167 · Cited by 2 · see citing works
Muketing: the fusion of Mutelu and marketing in e-commerce—trends in Thailand’s faith economy
Limna, P., Shaengchart, Y., Kraiwanit, T., Asanprakit, S., & Nivornusit, R. (2025) · Frontiers in Communication · doi:10.3389/fcomm.2025.1662524 · Cited by 2 · see citing works
Helen, H. (2025) · Journal of Cultural Analysis and Social Change · doi:10.64753/jcasc.v10i4.3714 · Cited by 2 · see citing works
Islam, M. R. (2025) · European journal of management, economics and business. · doi:10.59324/ejmeb.2026.3(1).06 · Cited by 2 · see citing works
Kepercayaan dan Persepsi Risiko sebagai Penentu Minat Belanja Online Konsumen
Baderi, B. (2026) · Jurnal Informatika dan Bisnis · doi:10.46806/jib.v14i2.1487 · Cited by 2 · see citing works
System quality of digitalized bookings in four-star hotels and its impact on guests’ acceptance
Dominguez, J. M., Manalon, B. L., Martinez, T. J., Pablo, S. C., Viray, A., & Lunar, R. (2026) · Journal of Hospitality Tourism & Cultural Research · doi:10.53378/jhtcr.353367 · Cited by 2 · see citing works
Adoption of AI-powered E-commerce applications: insights from the Technology Acceptance Model
Carvache‐Franco, M., Martin-Moreno, O., Carvache-Franco, O., Moran-Cedeño, V., & Carvache‐Franco, W. (2026) · Cogent Social Sciences · doi:10.1080/23311886.2026.2692162 · Cited by 2 · see citing works
Dia, S., Harb, H., Khreis, M., Taşkıran, M. N., Farraj, N. A., & AlSahely, T. (2026) · Administrative Sciences · doi:10.3390/admsci16080396 · Cited by 2 · see citing works
Temu’s Paradox: Disrupting Markets in Import-Driven and Producing Economies
Maspul, K. A., & Putri, N. K. (2025) · Jurnal Bisnis dan Komunikasi Digital · doi:10.47134/jbkd.v2i2.3766 · Cited by 2 · see citing works
Yuliana, Y., Simanjuntak, F., & Pratama, J. (2025) · MALCOM Indonesian Journal of Machine Learning and Computer Science · doi:10.57152/malcom.v5i2.1847 · Cited by 2 · see citing works
Setyawati, I., Siwabessy, A. A., & Sriwardiningsih, E. (2025) · International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS) · doi:10.1109/icimcis68501.2025.11326979 · Cited by 2 · see citing works
Mandala, M., Afifah, N., Giriati, G., Purmono, B. B., & Setiawan, H. (2025) · Primary Journal of Multidisciplinary Research · doi:10.70716/pjmr.v1i3.195 · Cited by 1 · see citing works
Devi, M., & Gangwar, V. P. (2025) · Information systems engineering and management · doi:10.1007/978-3-031-90742-5_11 · Cited by 1 · see citing works
Tran, N. H. N., & Pham, L. T. L. (2026) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-02-2026-0440 · Cited by 1 · see citing works
Moshi, A. (2024) · Journal of Economics Finance and Management Studies · doi:10.47191/jefms/v7-i12-28 · Cited by 1 · see citing works
Utkutuğ, Ç. P., & Yildiz, E. (2025) · Corporate Reputation Review · doi:10.1057/s41299-024-00211-4 · Cited by 1 · see citing works
Rijal, S., Tadampali, M. A. C. T., Mutmainna, A. I., Arisah, N., & Ratnah, S. (2025) · International Journal of Business Law and Education · doi:10.56442/ijble.v6i1.1044 · Cited by 1 · see citing works
Walean, F., Walean, R. H., & Koyongian, Y. (2025) · JURNAL ECONOMIC RESOURCE · doi:10.57178/jer.v8i1.1400 · Cited by 1 · see citing works
Wahyuni, P. R., Rahman, S. A., & Hopid, H. (2025) · Jurnal Agrosains Karya Kreatif dan Inovatif · doi:10.31102/agrosains.2025.10.1.101-121 · Cited by 1 · see citing works
Alsheyab, M. A., & Omar, A. (2025) · International Journal of Academic Research in Business and Social Sciences · doi:10.6007/ijarbss/v15-i7/25858 · Cited by 1 · see citing works
The Impact of Cognitive and Affective Trust on Customer Loyalty in Indonesian M-Commerce Platforms
Subhan, Z. N. (2025) · International Journal of Business Humanities Education and Social Sciences (IJBHES) · doi:10.46923/ijbhes.v7i1.482 · Cited by 1 · see citing works
(2025) · Journal of Logistics Informatics and Service Science · doi:10.33168/jliss.2025.0313 · Cited by 1 · see citing works
Analysis of consumer response to online same-day grocery delivery service: The case of South Korea
An, H., Park, A., Song, J., & Chung, C. (2025) · Digital Business · doi:10.1016/j.digbus.2025.100148 · Cited by 2 · see citing works
Andika, S., Prastowo, S. L., & Sutarjo, S. (2025) · International Journal of Business Law and Education · doi:10.56442/ijble.v6i2.1211 · Cited by 1 · see citing works
Anteseden Loyalitas dan Keterlibatan Pelanggan terhadap Penggunaan Chatbot “MITA” Bank Mandiri
Azizah, A. N., & Hartono, A. (2025) · Jurnal Samudra Ekonomi dan Bisnis · doi:10.33059/jseb.v16i3.11136 · Cited by 1 · see citing works
Li, S., & Gao, C. (2025) · Sustainability · doi:10.3390/su17209017 · Cited by 1 · see citing works
Kerim, G. (2025) · İktisadi İdari ve Siyasal Araştırmalar Dergisi · doi:10.25204/iktisad.1749565 · Cited by 1 · see citing works
Search Engine Optimization (SEO) and Search Engine Marketing (SEM)
Okutan, S. (2025) · Özgür Yayınları eBooks · doi:10.58830/ozgur.pub943.c3949 · Cited by 1 · see citing works
A Conceptual Framework for Consumer Trust in the Era of Digital Commerce
Bhadauria, A. (2025) · International Journal for Research in Applied Science and Engineering Technology · doi:10.22214/ijraset.2025.76269 · Cited by 1 · see citing works
Pengaruh Digital Marketing dan Brand Image Terhadap Keputusan Pembelian dan Loyalitas Pelanggan
Zakia, I., & Pambudi, B. S. (2025) · Bisman (Bisnis dan Manajemen) The Journal of Business and Management · doi:10.36815/bisman.v8i3.4383 · Cited by 1 · see citing works
Jonnardi, J., Adelin, D., & Azizurrohman, M. (2025) · Journal of Accounting and Strategic Finance · doi:10.33005/jasf.v8i2.671 · Cited by 1 · see citing works
CONSUMER TRUST IN DIGITAL BUSINESS: A SYSTEMATIC REVIEW
Indah, G. H. N., & Sukresna, I. M. (2025) · INTERNATIONAL SEMINAR · doi:10.36563/d7zp4r32 · Cited by 1 · see citing works
Pangaribuan, C. H., Wanda, M., Prayitno, S. B., Wismiarsi, T., Barlian, E., & Roemawi, N. F. (2025) · Jurnal Manajemen dan Pemasaran Jasa · doi:10.25105/jmpj.v18i2.22350 · Cited by 1 · see citing works
Sukri, S., Evanita, S., & Dwita, V. (2026) · Ilomata International Journal of Management · doi:10.61194/ijjm.v7i1.2006 · Cited by 1 · see citing works
Phuong, G. N. T., Dong, T. T., & Anh, T. P. N. (2026) · PaperAsia · doi:10.59953/paperasia.v42i1b.659 · Cited by 1 · see citing works
Anju, L., & Veni, S. (2026) · Journal of Internet Services and Information Security · doi:10.58346/jisis.2026.i1.021 · Cited by 1 · see citing works
Manimuthu, S. (2026) · Journal of Decision System · doi:10.1080/12460125.2026.2649943 · Cited by 1 · see citing works
Electronic word-of-mouth and the dynamics of training program selection: a mixed-method study
Pandey, S., & Dash, M. K. (2026) · European journal of training and development · doi:10.1108/ejtd-12-2025-0292 · Cited by 1 · see citing works
Chanthawong, A., Imjai, N., Nimtrakool, K., Usman, B., & Aujirapongpan, S. (2026) · Logistics · doi:10.3390/logistics10040075 · Cited by 1 · see citing works
Pramadoni, S. Y., & Lukitaningsih, A. (2026) · Advances in economics, business and management research/Advances in Economics, Business and Management Research · doi:10.2991/978-94-6239-626-5_24 · Cited by 1 · see citing works
Suarsa, S. H., Wirati, T. W., & Herdiani, F. D. (2026) · Journal of Marketing Innovation (JMI) · doi:10.35313/jmi.v6i1.441 · Cited by 1 · see citing works
Rachmadiani, N., & Nurrohman, R. (2026) · JAMBURA Jurnal Ilmiah Manajemen dan Bisnis · doi:10.37479/jimb.v9i1.38727 · Cited by 1 · see citing works
The Silent Guardian: Symmetry's Subtle Influence on Safety Cues and Consumer Behavior
Huang, Y., Bi, H., Zhao, W., Wang, F., & Pan, Y. (2026) · Psychology and Marketing · doi:10.1002/mar.70168 · Cited by 1 · see citing works
Murangaza, H. F., Karungu, B., Mulumeoderhwa, A., Buraye, D., Marhegane, Y., Rhuhanga, L. L.-N., Ziringabo, D. I., MULEMANGABO, B. C., Birali, J., & Bashagaluke, J. B. (2026) · Cogent Food & Agriculture · doi:10.1080/23311932.2026.2673273 · Cited by 1 · see citing works
Shao, S. P., Bie, X., & Kim, J. M. (2026) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer21060168 · Cited by 1 · see citing works
Hasanudin, M. A., & Igo, A. (2026) · Jurnal Ekonomi dan Manajemen · doi:10.56127/jekma.v5i2.2734 · Cited by 1 · see citing works
Salsabila, A., Gorap, S. I., Pongtambing, Y. S., & Sampetoding, E. A. M. (2026) · Jurnal Mahasiswa Kreatif · doi:10.59581/jmk-widyakarya.v4i3.6169 · Cited by 1 · see citing works
Jian, O. Z., Paul, D. G., Brahmmanand, S., Lai, P. C., Lam, D. W., Lee, C. Y., Lee, L. Z., Medha, D., & Kee, D. M. H. (2026) · International Journal of Tourism and Hospitality in Asia Pasific · doi:10.32535/ijthap.v9i2.4673 · Cited by 1 · see citing works
Consumer Trust and Privacy Concerns in AI-Driven E-Commerce: Evidence from a Hybrid SEM–ANN Study
Shithii, I. J., Al-Jahan, A., & Mia, M. A. H. (2026) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer21070228 · Cited by 1 · see citing works
Hartati, B., Hodijah, C., & Abdillah, F. (2026) · Journal of Management and Social Sciences · doi:10.55606/jimas.v5i2.2538 · Cited by 1 · see citing works
Latte, J., & Yudianto, A. (2026) · Jurnal Ilmiah Manajemen Kesatuan · doi:10.37641/jimkes.v14i4.5404 · Cited by 1 · see citing works
Pakpahan, A. K., Ekasari, A., & Yaputra, H. (2026) · Digital Business and Entrepreneurship Journal · doi:10.25134/digibe.v4i2.529 · Cited by 1 · see citing works
Gishen, Y. T., & Yin, P. (2026) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer21080272 · Cited by 1 · see citing works
Analysis of Factors Affecting Travelers' Decisions in Choosing Online Ticket and Flight Purchases
Habibie, F. H., Gantina, D., Rasyid, Y. A., Adsena, Y. P., & Pangkerego, E. R. (2025) · TRJ Tourism Research Journal · doi:10.30647/trj.v9i1.278 · Cited by 1 · see citing works
Maleknia, R., Hălălișan, A.-F., Popa, B., & Pakravan-Charvadeh, M. R. (2025) · Journal of Outdoor Recreation and Tourism · doi:10.1016/j.jort.2025.100935 · Cited by 1 · see citing works
Alhassan, M. D., Mumin, M. A., & Akparep, J. Y. (2026) · African Journal of Economic and Management Studies · doi:10.1108/ajems-02-2025-0080 · Cited by 1 · see citing works
Nurdiana, S., Halimah, Basofitrah, A., Afiyah, M. D., & Shaifani, M. E. (2025) · HARAMAIN Jurnal Manajemen Bisnis · doi:10.66931/jmb-47 · Cited by 1 · see citing works
Selvi, S., & Piliyanti, I. (2025) · Jurnal Manajemen Bisnis dan Keuangan · doi:10.51805/jmbk.v6i1.321 · Cited by 1 · see citing works
Analysis of User Personal Data Security at E-Commerce Based on User Viewpoints
Az-zahra, A., Cahyani, N. D. W., & Suryani, V. (2024) · doi:10.1109/icoict61617.2024.10698657
Yuliang, C., & Lasi, M. B. A. (2025) · International Journal of Academic Research in Business and Social Sciences · doi:10.6007/ijarbss/v15-i4/25267
Samonte, M. J. C., Devera, J. T. O., Matoza, R. B. F., & Viernes, R. G. A. (2025) · Smart innovation, systems and technologies · doi:10.1007/978-981-96-1210-9_39
Delgado Ponce, A. S., & Arbieto Rodriguez, A. F. (2024) · Universidad Peruana de Ciencias Aplicadas (UPC) · doi:10.19083/tesis/676181
Az online vásárlási magatartás haszonelvű motivációi
Kardos, M. V., & Balogh, R. (2025) · Közgazdasági Szemle · doi:10.18414/ksz.2025.6.608
- Authors
- Handoyo, S.
- Affiliations
- Padjadjaran University (ID)
- Corresponding author
- Handoyo, Sofik
- ORCID
- Handoyo, Sofik
- Venue
- Heliyon
- Publisher
- Elsevier BV
- Published
- 2024-04
- Volume
- 10
- Issue
- 8
- Pages
- e29714
- ISSN
- 2405-8440 (ISSN-L)
- PMC
- PMC11044045
- OpenAlex
- W4394844493
- Cited by
- 133
- References
- 135
- Citations by year
- 2026: 73 · 2025: 50 · 2024: 10
- FWCI
- 49.63
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Heliyon (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Social Sciences › Sociology and Political Science › Digital Marketing and Social Media
- Keywords
- consumer trust, risk perception, perceived security, electronic word of mouth, online shopping, moderating effect, cross-national comparison, income gap, online consumers
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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