A Study on the Influence of Conformity Behaviors, Perceived Risks, and Customer Engagement on Group Buying Intention: A Case Study of Community E-Commerce Platforms
Open accessAbstract
This study mainly probed into the factors influencing consumers’ OGB intention on community e-commerce platforms, built models that included facets of conformity behaviors, perceived risks, customer engagement, and OGB intention, and focused on whether there is a mediating effect on customer engagement and an interference effect on perceived risks. The subjects of this study were consumers with OGB experience on community e-commerce platforms. The results show that conformity behaviors have a significant positive impact on customer engagement and OGB intention; thus, when customers have insufficient information or relevant knowledge of OGB, the comments or recommendations of their relatives and friends would influence their engagement and OGB intention. Moreover, this study found that customer engagement has a complete mediating effect, which indicates that conformity behaviors can influence OGB intention through customer engagement. In addition, this study found that perceived risks have an interference effect, meaning that when consumers sense high risks, the OGB intention is weakened through customer engagement. This shows that in the OGB organizations of the community e-commerce platforms, it is recommended that more attention be paid to customer engagement; it is also a topic worthy of discussion in practical business applications.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Research has consistently shown that perceived risk can hinder users' behavioral intentions to adopt new technologies, especially in online contexts where platform economy is perceived as riskier than traditional offline businesses.
“Research has consistently shown that perceived risk can hinder users' behavioral intentions to adopt new technologies, especially in online contexts where platform economy is perceived as riskier than traditional offline businesses [60,61].”
Several factors contribute to increased perceived risk in the platform economy, including unfamiliarity with products or businesses; privacy concerns; wasted time, money, or effort; and the potential risks associated with customer-to-customer interactions.
“Several factors contribute to increased perceived risk in the platform economy, including unfamiliarity with products or businesses; privacy concerns; wasted time, money, or effort; and the potential risks associated with customer-to-customer interactions [61,62].”
Trust in technology is a key determinant of user adoption.
“Trust in technology has also been identified as a key determinant of user adoption [3,61].”
Cites
Evaluating structural equation models with unobservable variables and measurement error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.1177/002224378101800104 · Cited by 109,190 · see citing works
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
On the Evaluation of Structural Equation Models
Bagozzi, R. P., & Yi, Y. (1988) · Journal of the Academy of Marketing Science · doi:10.1007/bf02723327 · Cited by 26,163 · see citing works
The Behavioral Consequences of Service Quality
Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996) · Journal of Marketing · doi:10.2307/1251929 · Cited by 12,003 · see citing works
Estimating nonresponse bias in mail surveys
Armstrong, J. S., & Overton, T. S. (1977) · Journal of Marketing Research · doi:10.1177/002224377701400320 · Cited by 10,390 · see citing works
A Simple Model of Herd Behavior
Banerjee, A. V. (1992) · The Quarterly Journal of Economics · doi:10.2307/2118364 · Cited by 6,556 · see citing works
Practical issues in structural modeling
BENTLER, P. M., & CHOU, C.-P. (1987) · Sociological Methods & Research · doi:10.1177/0049124187016001004 · Cited by 5,804 · see citing works
A study of normative and informational social influences upon individual judgment.
Deutsch, M., & Gerard, H. B. (1955) · The Journal of Abnormal and Social Psychology · doi:10.1037/h0046408 · Cited by 4,819 · see citing works
Brodie, R. J., Hollebeek, L. D., Jurić, B., & Ilić, A. (2011) · Journal of Service Research · doi:10.1177/1094670511411703 · Cited by 4,036 · see citing works
Customer engagement behavior: Theoretical foundations and research directions
van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., & Verhoef, P. C. (2010) · Journal of Service Research · doi:10.1177/1094670510375599 · Cited by 3,536 · see citing works
Measurement of Consumer Susceptibility to Interpersonal Influence
Bearden, W. O., Netemeyer, R. G., & Teel, J. E. (1989) · Journal of Consumer Research · doi:10.1086/209186 · Cited by 2,238 · see citing works
Customer engagement: exploring customer relationships beyond purchase.
Vivek, S. D., Beatty, S. E., & Morgan, R. M. (2012) · Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679200201 · Cited by 2,089 · see citing works
Customer engagement: the construct, antecedents, and consequences
Pansari, A., & Kumar, V. (2016) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-016-0485-6 · Cited by 1,861 · see citing works
Basics of Structural Equation Modeling
Maruyama, G. M. (1998) · Sage eBooks · doi:10.4135/9781483345109 · Cited by 1,527 · see citing works
Consumer engagement in online brand communities: a social media perspective
Dessart, L., Veloutsou, C. A., & Morgan‐Thomas, A. (2015) · Journal of Product & Brand Management · doi:10.1108/jpbm-06-2014-0635 · Cited by 1,356 · see citing works
Perceived risk: Further considerations for the marketing discipline
Stone, R. N., & Grønhaug, K. (1993) · European Journal of Marketing · doi:10.1108/03090569310026637 · Cited by 1,348 · cited 2× · see citing works
“…the measurements of the research constructs in this paper were scored on a five-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree) applied for all the selected measures. perceived risks items were adapted from [88] and [15]; OGB intention items were adapted from [15].”
BackgroundMethodSitkin, S. B., & Weingart, L. R. (1995) · Academy of Management Journal · doi:10.2307/256844 · Cited by 1,212 · see citing works
Consumer behavior and purchase intention for organic food: A review and research agenda
Rana, J., & Paul, J. (2017) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2017.06.004 · Cited by 1,097 · see citing works
When Does Trust Matter to Alliance Performance?
Krishnan, R., Martín, X., & Noorderhaven, N. (2006) · Academy of Management Journal · doi:10.5465/amj.2006.22798171 · Cited by 1,035 · see citing works
Service quality, consumer satisfaction and loyalty in hospitals: Thinking for the future
Meesala, A., & Paul, J. (2018) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2016.10.011 · Cited by 668 · see citing works
Brand strategies in social media
Tsimonis, G., & Dimitriadis, S. (2014) · Marketing Intelligence & Planning · doi:10.1108/mip-04-2013-0056 · Cited by 570 · see citing works
Shiau, W.-L., & Luo, M. M. (2012) · Computers in Human Behavior · doi:10.1016/j.chb.2012.07.030 · Cited by 471 · see citing works
Marketing strategies, perceived risks, and consumer trust in online buying behaviour
Pappas, N. (2016) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2015.11.007 · Cited by 461 · see citing works
Konuk, F. A. (2018) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.04.011 · Cited by 435 · see citing works
Mapping and leveraging influencers in social media to shape corporate brand perceptions
Booth, N., & Matic, J. A. (2011) · Corporate Communications An International Journal · doi:10.1108/13563281111156853 · Cited by 408 · see citing works
Group Buying on the Web: A Comparison of Price-Discovery Mechanisms
Anand, K. S., & Aron, R. (2003) · Management Science · doi:10.1287/mnsc.49.11.1546.20582 · Cited by 382 · see citing works
Customer engagement and online reviews
Thakur, R. (2017) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2017.11.002 · Cited by 367 · see citing works
Consumer Conformity: Review and Applications for Marketing Theory and Practice
Lascu, D., & Zinkhan, G. M. (1999) · The Journal of Marketing Theory and Practice · doi:10.1080/10696679.1999.11501836 · Cited by 327 · see citing works
Pan, L., & Chiou, J. (2011) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2011.01.002 · Cited by 325 · see citing works
Renko, M., Carsrud, A. L., & Brännback, M. E. (2009) · Journal of Small Business Management · doi:10.1111/j.1540-627x.2009.00274.x · Cited by 315 · see citing works
The influence of identity-driven customer engagement on purchase intention
Prentice, C., Han, X., Hua, L.-L., & Hu, L. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.12.014 · Cited by 296 · see citing works
Sharma, V. M., & Klein, A. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2019.101946 · Cited by 292 · see citing works
Cheng, H.-H., & Huang, S.-W. (2013) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2012.09.003 · Cited by 246 · see citing works
Roles of perceived value and individual differences in the acceptance of mobile coupon applications
Liu, F., Zhao, X., Chau, P. Y. K., & Tang, Q. (2015) · Internet Research · doi:10.1108/intr-02-2014-0053 · Cited by 218 · see citing works
Customer engagement, customer equity and repurchase intention in mobile apps
Ho, M. H.-W., & Chung, H. F. L. (2020) · Journal of Business Research · doi:10.1016/j.jbusres.2020.07.046 · Cited by 200 · see citing works
FsQCA versus regression: The context of customer engagement
Gligor, D. M., & Bozkurt, S. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2019.101929 · Cited by 198 · see citing works
A comprehensive model of perceived risk of e-commerce transactions
Glover, S., & Benbasat, I. (2010) · International Journal of Electronic Commerce · doi:10.2753/jec1086-4415150202 · Cited by 196 · see citing works
Rezaei, S. (2014) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2014.09.001 · Cited by 190 · see citing works
E-Business: Revolution, Evolution, or Hype?
Coltman, T. R., Devinney, T. M., Latukefu, A. S., & Midgley, D. F. (2001) · California Management Review · doi:10.2307/41166111 · Cited by 152 · see citing works
Luo, M. M., Chen, J., Ching, R. K. H., & Liu, C.-C. (2010) · Service Industries Journal · doi:10.1080/02642069.2010.503885 · Cited by 145 · see citing works
Luo, X., Andrews, M., Song, Y. A., & Aspara, J. (2013) · Journal of Marketing · doi:10.1509/jm.12.0422 · Cited by 142 · see citing works
Comparison of the group-buying auction and the fixed pricing mechanism
Chen, J., Chen, X., & Song, X. (2006) · Decision Support Systems · doi:10.1016/j.dss.2006.11.002 · Cited by 141 · see citing works
Kumar, A., & Paul, J. (2018) · International Business Review · doi:10.1016/j.ibusrev.2018.02.007 · Cited by 134 · see citing works
Examining shopping mall consumer decision-making styles, satisfaction and purchase intention
Alavi, S. A., Rezaei, S., Naser, V., & Ismail, W. K. W. (2015) · The International Review of Retail Distribution and Consumer Research · doi:10.1080/09593969.2015.1096808 · Cited by 123 · see citing works
Mindful consumption of second-hand clothing: the role of eWOM, attitude and consumer engagement
Mohammad, J., Quoquab, F., & Sadom, N. Z. M. (2020) · Journal of Fashion Marketing and Management · doi:10.1108/jfmm-05-2020-0080 · Cited by 120 · see citing works
Herd behavior in social media: The role of Facebook likes, strength of ties, and expertise
Mattke, J., Maier, C., Reis, L., & Weitzel, T. (2020) · Information & Management · doi:10.1016/j.im.2020.103370 · Cited by 119 · see citing works
Wang, E., & Chou, N. P.-Y. (2014) · NCHU Institutional Repository CRIS · Cited by 112 · see citing works
Jahoda, M. (1959) · Human Relations · doi:10.1177/001872675901200201 · Cited by 112 · see citing works
Consumers’ attitude and adoption of location-based coupons: The case of the retail fast food sector
Souiden, N., Chaouali, W., & Baccouche, M. K. (2018) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.11.009 · Cited by 101 · see citing works
What s-commerce implies? Repurchase intention and its antecedents
Lim, X., Cheah, J., Waller, D. S., Ting, H., & Ng, S. I. (2019) · Marketing Intelligence & Planning · doi:10.1108/mip-03-2019-0145 · Cited by 98 · see citing works
Klein, A., & Sharma, V. M. (2021) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2021.102808 · Cited by 98 · see citing works
Buyers’ purchasing time and herd behavior on deal-of-the-day group-buying websites
Liu, Y., & Sutanto, J. (2012) · Electronic Markets · doi:10.1007/s12525-012-0085-3 · Cited by 96 · see citing works
Combinatorial Coalition Formation for multi-item group-buying with heterogeneous customers
Li, C., Sycara, K. P., & Scheller-Wolf, A. A. (2009) · Decision Support Systems · doi:10.1016/j.dss.2009.12.002 · Cited by 88 · see citing works
Cigarette Smoking and Perceived Risk: A Multidimensional Investigation
Rindfleisch, A., & Crockett, D. (1999) · Journal of Public Policy & Marketing · doi:10.1177/074391569901800203 · Cited by 81 · see citing works
When social media met commerce: a model of perceived customer value in group-buying
Lee, Y., Kim, S. Y., Chung, N., Ahn, K., & Lee, J. (2016) · Journal of Services Marketing · doi:10.1108/jsm-04-2014-0129 · Cited by 79 · see citing works
THE EFFECTS OF SOCIAL CLASS AND PERCEIVED RISK ON CONSUMER INFORMATION SEARCH
Hugstad, P. S., Taylor, J. W., & Bruce, G. D. (1987) · Journal of Consumer Marketing · doi:10.1108/eb008195 · Cited by 76 · see citing works
Kukar‐Kinney, M., & Xia, L. (2017) · Journal of Business Research · doi:10.1016/j.jbusres.2017.06.012 · Cited by 72 · see citing works
Antecedents and consequences of trust: an e-tail branding perspective
Das, G. (2016) · International Journal of Retail & Distribution Management · doi:10.1108/ijrdm-06-2015-0089 · Cited by 66 · see citing works
Chen, Y.-C., Wu, J., Peng, L., & Yeh, R. C. (2015) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2015.07.003 · Cited by 65 · see citing works
Comment: Engagement and Experiences: Comment on Brodie, Hollenbeek, Juric, and Ilic (2011)
Malthouse, E. C., & Calder, B. J. (2011) · Journal of Service Research · doi:10.1177/1094670511414584 · Cited by 61 · see citing works
Impacts of returns policy under supplier encroachment with risk-averse retailer
Li, B., & Jiang, Y. (2018) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.11.011 · Cited by 60 · see citing works
Factors affecting consumer behaviors in online buy‐it‐now auctions
Xu, B., Lin, Z., & Shao, B. (2010) · Internet Research · doi:10.1108/10662241011084086 · Cited by 59 · see citing works
An equity theory perspective of online group buying
Lim, W. M. (2019) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.12.013 · Cited by 57 · see citing works
Building relationships through customer engagement in Facebook brand pages
de Silva, T. M. (2019) · Marketing Intelligence & Planning · doi:10.1108/mip-02-2019-0085 · Cited by 49 · see citing works
Daily deal shoppers: What drives social couponing?
Ieva, M., Canio, F. D., & Ziliani, C. (2017) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2017.03.005 · Cited by 41 · see citing works
German Millennials’ Decision-Making Styles and Their Intention to Participate in Online Group Buying
Klein, A., & Sharma, V. M. (2018) · Journal of Internet Commerce · doi:10.1080/15332861.2018.1463804 · Cited by 40 · see citing works
Chen, Y., & Lu, H.-F. (2014) · Asian Journal Of Social Psychology · doi:10.1111/ajsp.12083 · Cited by 37 · see citing works
Hedhli, K. E., Zourrig, H., & Park, J. (2017) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2017.08.001 · Cited by 33 · see citing works
Antecedents of Coupon Proneness: A Key Mediator of Coupon Redemption
Clark, R. A., Zboja, J. J., & Goldsmith, R. E. (2013) · Journal of Promotion Management · doi:10.1080/10496491.2013.769475 · Cited by 32 · see citing works
Rahman, F., & Soesilo, P. K. M. (2018) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2018.01.010 · Cited by 30 · see citing works
Yang, K., Zhujun, K., Zhi-jie, C., Xiaoting, S., & Wanyue, T. (2021) · Tourism Management Perspectives · doi:10.1016/j.tmp.2021.100809 · Cited by 30 · see citing works
A study on information disclosure, trust, reducing search cost, and online group-buying intention
Tseng, S., & Lee, M.-C. (2016) · Journal of Enterprise Information Management · doi:10.1108/jeim-07-2015-0063 · Cited by 29 · see citing works
Collaborative governance in shared accommodation platform: Moderating role of perceived risk
Jiang, G., Zhang, M., Cai, X., & Feng, X. (2021) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2021.09.005 · Cited by 23 · see citing works
Kristia, K. (2021) · Jurnal Manajemen Bisnis · doi:10.18196/mb.v12i2.11424 · Cited by 20 · see citing works
Digital Coupon Redemption: Conceptualization, Scale Development and Validation
Nayal, P., & Pandey, N. (2020) · AJIS. Australasian journal of information systems/AJIS. Australian journal of information systems/Australian journal of information systems · doi:10.3127/ajis.v24i0.2469 · Cited by 20 · see citing works
Factors affecting consumer's continued use of internet banking: Empirical Evidence from Australia
Adapa, S., & Cooksey, R. (2013) · AJIS. Australasian journal of information systems/AJIS. Australian journal of information systems/Australian journal of information systems · doi:10.3127/ajis.v18i1.751 · Cited by 18 · see citing works
Consumers’ satisfaction with online group buying – an incentive strategy
Hung, S., Cheng, M.-J., & Hsieh, S.-C. (2015) · International Journal of Retail & Distribution Management · doi:10.1108/ijrdm-09-2013-0183 · Cited by 18 · see citing works
Sukı, N. M., Sukı, N. M., Mokhtar, A. H. A., & Ahmad, R. (2016) · Procedia Economics and Finance · doi:10.1016/s2212-5671(16)30112-5 · Cited by 15 · see citing works
Intention-to-participate in online group buying and consumer decision-making styles
Sharma, V. M., & Klein, A. (2016) · International Journal of Electronic Marketing and Retailing · doi:10.1504/ijemr.2016.078953 · Cited by 11 · see citing works
Consumer susceptibility to interpersonal influence in Mainland China
Huang, Y., Shi, J., & Wang, L. (2011) · Asian Journal Of Social Psychology · doi:10.1111/j.1467-839x.2011.01365.x · Cited by 11 · see citing works
Modeling and analyzing of conformity behavior: A fuzzy logic approach
Wang, G., Chen, S., Yang, X., & Liu, J. (2014) · Optik · doi:10.1016/j.ijleo.2014.07.082 · Cited by 9 · see citing works
Flagged first, then by citations
1 of the 82 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Luo, X., Cheah, J., Lim, X., Ramayah, T., & Dwivedi, Y. K. (2024) · Internet Research · doi:10.1108/intr-04-2023-0260 · Cited by 74 · see citing works
Ming, L. H., Lei, G., Hua, H., & Waqas, M. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-20476-8 · Cited by 67 · see citing works
RetractedAnastasiei, B., Dospinescu, N., & Dospinescu, O. (2026) · International Journal of Business and Society · doi:10.33736/ijbs.12826.2026 · Cited by 38 · see citing works
Young consumer engagement at the bottom of pyramid: applying S-O-R framework in e-commerce context
Gupta, A. K., Kumar, A., & Melese, E. (2023) · Young Consumers Insight and Ideas for Responsible Marketers · doi:10.1108/yc-06-2022-1542 · Cited by 27 · see citing works
Open educational resources: Evaluation of students' intention to use and motivation to create
Adedoyın, O. B., & Altınay, F. (2023) · British Journal of Educational Technology · doi:10.1111/bjet.13313 · Cited by 27 · see citing works
Sharkasi, N., & Agag, G. (2024) · Journal of Marketing Analytics · doi:10.1057/s41270-024-00341-y · Cited by 25 · see citing works
Huang, W.-S., Lee, C.-J., & Chen, H. (2022) · Sustainability · doi:10.3390/su142114400 · Cited by 24 · see citing works
Duffett, R. G., & Charles, J. R. (2024) · Young Consumers Insight and Ideas for Responsible Marketers · doi:10.1108/yc-12-2023-1923 · Cited by 22 · see citing works
Xu, X., & Hu, Z. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.989463 · Cited by 20 · see citing works
Aziz, M. A., & Ahmed, M. A. (2023) · Journal of Entrepreneurship and Business Venturing · doi:10.56536/jebv.v3i1.38 · Cited by 19 · see citing works
Business Model Innovation and Performance of Startups: The Moderating Role of External Legitimacy
Zhang, L., Yang, X., Zhu, S., & Xia, Z. (2023) · Sustainability · doi:10.3390/su15065351 · Cited by 19 · see citing works
Factors affecting food waste at food festivals: the moderating effect of “Camera Eats First”
Zhang, S., & Zhang, D. (2024) · Journal of Sustainable Tourism · doi:10.1080/09669582.2024.2345693 · Cited by 16 · see citing works
Dahmani, M., & Ben Youssef, A. (2023) · Platforms · doi:10.3390/platforms1010005 · Cited by 15 · see citing works
“Trust in technology has also been identified as a key determinant of user adoption [3,61].”
BackgroundResultInfluentialWhy consumers hesitate to pay online: Evidence from online transactions
Li, Z., Liu, J., Chen, J., & Zhang, Y. (2025) · Australian Journal of Management · doi:10.1177/03128962241312715 · Cited by 10 · see citing works
Sari, D. P., & Haryono, S. (2025) · Journal of Science and Technology Policy Management · doi:10.1108/jstpm-05-2024-0180 · Cited by 9 · see citing works
Ghosh, S., Behera, R. K., Bala, P. K., & Rana, N. P. (2025) · Technology in Society · doi:10.1016/j.techsoc.2025.102916 · Cited by 8 · see citing works
Rahman, M. S., Bag, S., Zinnia, F. H., Rana, N. P., & Gani, M. O. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.108083 · Cited by 7 · see citing works
Group Buying Pricing Strategies of O2O Restaurants in Meituan Considering Service Levels
Dai, D., Ma, H., Zhao, M., & Fan, T. (2023) · Systems · doi:10.3390/systems11120562 · Cited by 6 · see citing works
Influencing Factors and Formation Mechanism of Brand Preference in Community E-Commerce
Zhang, X., & Guo, C. (2024) · Sustainability · doi:10.3390/su162310638 · Cited by 6 · see citing works
Triggers of Consumer Impulse Buying Behavior on E-Commerce Platforms: A Systematic Literature Review
Thamara, S. D., Syarif, M., & Suyono, S. (2025) · Jurnal Ekonomi dan Bisnis Digital · doi:10.55927/ministal.v4i3.14898 · Cited by 5 · see citing works
From Immersion to Purchase: How Live Streaming Catalyzes Impulse Buying Among Consumers
王永刚, Tang, H., ZHANG, J., Wang, Y., & Liu, X. (2026) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer21020068 · Cited by 5 · see citing works
Ezzat, A. A., Din, A. E. E., & Abdelmoaty, H. (2023) · OALib · doi:10.4236/oalib.1110279 · Cited by 5 · see citing works
Multi-feature fusion-based consumer perceived risk prediction and its interpretability study
Qi, L., Xie, Y., Zhang, Q., Zhang, J., & Ma, Y. (2025) · PLoS ONE · doi:10.1371/journal.pone.0316277 · Cited by 5 · see citing works
Liu, L., Yan, Y., Tian, X., & Jiang, Z. (2024) · Sustainability · doi:10.3390/su16114344 · Cited by 4 · see citing works
Investigation of consumer cross-border e-commerce shopping in China using the theory of EAM
Wang, F., Wei, M., Hafiz, K. A., Wang, S., Huang, L., & Sun, B. (2024) · Journal of Eastern European and Central Asian Research (JEECAR) · doi:10.15549/jeecar.v11i4.1671 · Cited by 3 · see citing works
Utility of Z Generation in Context of Corporate Social Responsibility Towards Green Environment
Ling, G., & Madni, G. R. (2024) · Journal of the Knowledge Economy · doi:10.1007/s13132-024-02499-3 · Cited by 2 · see citing works
Group Buying of Competing Retailers with Strategic Inventory
Xiong, L., Xiao, T., & Nie, F. (2022) · Sustainability · doi:10.3390/su142013073 · Cited by 2 · see citing works
A Study of Community Consumption Psychology on E-Commerce Platforms—Based on Social Identity Theory
杨, 钰. (2025) · E-Commerce Letters · doi:10.12677/ecl.2025.142511 · Cited by 1 · see citing works
Ourgantzoglou, K., & Vlachos, I. P. (2025) · International Journal of Technology Transfer and Commercialisation · doi:10.1504/ijttc.2025.10069758 · Cited by 1 · see citing works
Yatawara, K. M. B., Sampath, T., Kalupahana, P. L., Rathnayake, S. O., Jayasuriya, N., & Rathnayake, N. (2026) · International Journal of Sociology and Social Policy · doi:10.1108/ijssp-01-2025-0003 · Cited by 1 · see citing works
Unpacking Repurchase Intention in Social Commerce: A Systematic Literature Review
Cuong, D. T., & Khoi, B. H. (2026) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer21030088 · Cited by 1 · see citing works
Mandhlazi, L., Duffett, R. G., Mokoena, B. A., & Mafini, C. (2026) · Interdisciplinary journal of management sciences. · doi:10.38140/ijms-2026.vol3.1.03 · Cited by 1 · see citing works
Aghivirwiati, G. A., Hendayanti, N. P. N., Arlansa, I. G. M., Pratiwi, N. K. A. P., Pratiwi, P. N. R., & Pereira, J. A. D. C. B. (2026) · International Journal of Applied Business and International Management · doi:10.32535/ijabim.v11i2.4574 · Cited by 1 · see citing works
Fitrah, A. S. R., & Chaidir, T. (2024) · International Journal of Scientific Research and Management (IJSRM) · doi:10.18535/ijsrm/v12i05.em17 · Cited by 1 · see citing works
Zhang, X. A., & Rosli, N. (2024) · Journal of Infrastructure Policy and Development · doi:10.24294/jipd10732 · Cited by 1 · see citing works
Zeng, H., Xu, H., & Yu, Z. (2025) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-04-2024-0480 · Cited by 1 · see citing works
Physical activity, waist circumference and risk of abnormal glucose metabolism in men and women
Healy, G. N., Owen, N. G., Leslie, E. R., & Dunstan, D. W. (2004)
Agetia, P. (2024) · CAUSALITA Journal Of Psychology · doi:10.62260/causalita.v2i1.193
Hasli, M. G., & Lestari, U. D. (2025) · Reslaj Religion Education Social Laa Roiba Journal · doi:10.47467/reslaj.v7i4.6359
Dhoble, D. A. (2025) · Journal of Information Systems Engineering & Management · doi:10.52783/jisem.v10i34s.5915
Perancangan Sistem Collaborative Shopping dan Pemanfaatan Toko Offline untuk Optimalisasi E-Commerce
Nurrokhim, R. F., Siregar, F. F., & Prabowo, A. (2025) · Ranah Research Journal of Multidisciplinary Research and Development · doi:10.38035/rrj.v7i4.1510
Research on the Optimization Strategy of Sustainable Operation of Community Group Buying
Chai, L. (2025) · AI for risks · doi:10.1007/978-981-95-0489-3_7
Avcılar, M. Y., AÇAR, M. F., & CERİT, Ö. (2025) · Akademi Sosyal Bilimler Dergisi · doi:10.34189/asbd.12.35.006
Ariyanto, D., Kalis, M. C. I., & Hendri, M. I. (2026) · International Journal of Multidisciplinary Sciences and Arts · doi:10.47709/ijmdsa.v5i3.8815
Sampath, T., Yatawara, K. M. B., Kalupahana, P. L., Rathnayake, S., Jayasuriya, N., & Rathnayake, N. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.107831
Shimpi, S. S., Khandelwal, R., & Bapat, D. M. (2026) · Vision The Journal of Business Perspective · doi:10.1177/09722629261492366
Ampornklinkaew, C., Ali, W. B., & Taveekan, T. (2026) · Transportation Research Interdisciplinary Perspectives · doi:10.1016/j.trip.2026.102323
- Authors
- Ou, C.-C., Chen, K.-L., Tseng, W.-K., & Lin, Y.-Y.
- Affiliations
- Ling Tung University (TW)
- National Taichung University of Science and Technology (TW)
- Corresponding author
- Tseng, Wei-Kuo
- ORCID
- Tseng, Wei-Kuo
- Venue
- Sustainability
- Publisher
- MDPI AG
- Published
- 2022-02-09
- Volume
- 14
- Issue
- 4
- Pages
- 1941
- ISSN
- 2071-1050 (ISSN-L)
- OpenAlex
- W4211098538
- Cited by
- 38
- References
- 82
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 11 · 2023: 8 · 2022: 5
- FWCI
- 6.69
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Sustainability (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Social Sciences › Sociology and Political Science › Digital Marketing and Social Media
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Keywords
- group buying, community e-commerce, conformity, risk perception, customer engagement, purchase intention, word-of-mouth recommendation, mediating effect, moderating effect
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.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review