The DOI matches its Crossref record; 148 of the 148 references it cites were found in a registry or an index.
A comprehensive study on factors influencing online impulse buying behavior: Evidence from Shopee video platform
Open accessAbstract
The rapid expansion of online commerce has significantly altered consumer behavior, particularly among digitally-savvy Generation Z individuals. This research analyzes the influence of product presentation videos on online impulsive buying behaviors in this demographic, using the Shopee video platform as a case study. The study aims to investigate how various external factors, including time pressure (TP), quantity pressure (QP), economic benefits (EB), social influence (SI), visual (VS), and sound (SO), affect online impulse buying by mediating emotions of arousal (AR) and pleasure (PL). This study employed a quantitative approach, and data was collected through a Likert scale questionnaire using a non-probability sampling technique. PLS-SEM statistical analysis was utilized to assess the research model, exploring the interplay of these stimuli in shaping impulsive buying behavior on the Shopee platform, among 438 Vietnamese Generation Z. The study's results indicate significant impacts of all factors on arousal, while time pressure, quantity pressure, and economic benefits did not significantly influence pleasure. Notably, arousal and pleasure emerged as mediators shaping impulsive buying decisions among Generation Z. These findings indicate that strategic use of external factors can effectively trigger emotions, leading to impulsive buying among digital natives. This also offers valuable insights for marketers looking to enhance e-commerce strategies on platforms such as Shopee video. Marketers can trigger customers' impulsive buying by creating a sense of urgency (e.g. flash sales, limited quantities), useful online reviewing, and personalizing discounts. Additionally, using visual and sound strategies in a positive online experience can further enhance this behavior and shape preferences. This study's findings contribute to a deeper understanding of consumer behavior theories in the digital era, highlighting the intricate roles of arousal and pleasure in online impulse buying.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“when AI-PPR significantly reduces search costs and fulfills product needs, they are more likely to perceive a higher level of usefulness, which in turn promotes their online S-BI [37,38].”
From Exploring the Mechanism of AI-Powered Personalized Product Recommendation on Generation Z Users’ Spontaneous Buying Intention on Short-Form Video Platforms: A Perceived Evaluation Perspective (2025) · cites this paper as [38]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
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
When to Use and How to Report the Results of PLS-SEM
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019) · European Business Review · doi:10.1108/ebr-11-2018-0203 · Cited by 27,541
Pls-Sem: indeed a silver bullet
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011) · Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679190202 · Cited by 21,631
(1991) · Cited by 15,554
\nThe use of partial least squares path modeling in international marketing
Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009) · Radboud Repository (Radboud University) · doi:10.1108/s1474-7979(2009)0000020014 · Cited by 12,535
Cross validatory choice and assessment of statistical predictions
Stone, M. (1974) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1974.tb00994.x · Cited by 10,881
(1974) · Medical Entomology and Zoology · Cited by 7,295
What good are positive emotions?
Fredrickson, B. L. (1998) · Review of General Psychology · doi:10.1037/1089-2680.2.3.300 · Cited by 6,066
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2013) · Long Range Planning · doi:10.1016/j.lrp.2013.01.001 · Cited by 5,310
The broaden–and–build theory of positive emotions
Fredrickson, B. L. (2004) · Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rstb.2004.1512 · Cited by 4,214
Research works printed but not linked: 10
- How COVID-19 Triggered the Digital and E-Commerce Turning Point,” UNCTAD, Mar. vol. 15, 2021. [Online]. Available: https://unctad.org/news/how-covid-19-triggered-digital-and-e-commerce-turning-point.
- Top Marketplace in Southeast Asia,” eCommerceDB, Nov. vol. 29, 2021. [Online]. Available: https://ecommercedb.com/insights/shopee-top-marketplace-in-southeast-asia/4781.
- Wood, 2022, vol. 18
- Pangemanan, 2022, Impulse buying behavior of Z's generation in E-commerce: evidence from North Sulawesi Province, European Multidisciplinary Journal of Modern Science, 7, 495
- Lina, 2022, Impact of online convenience on generation Z online impulsive buying behavior: the moderating role of social media celebrity, Front. Psychol., 13, 10.3389/fpsyg.2022.951249 · DOI
- Zhao, 2019, Social community, personal involvement and psychological processes: a study of impulse buying in the online shopping carnival, J. Electron. Commer. Res., 20, 255
- Hsieh, 2014, Customer response to web site atmospherics: task-relevant cues, situational involvement and PAD, J. Interact. Market., 28, 225, 10.1016/j.intmar.2014.03.001 · DOI
- Tyko, 2024, Why gen Z is fueling the ‘loud budgeting’ personal finance trend and how it works, Axios
- Chang, 2014, The influence of web aesthetics on customers' PAD, Comput. Hum. Behav., 36, 168, 10.1016/j.chb.2014.03.050 · DOI
- Chang, 2014, The influence of web aesthetics on customers' PAD, Comput. Hum. Behav., 36, 168, 10.1016/j.chb.2014.03.050 · DOI
Cited by
Sorted by citations
Items 101–165 of 165
INFLUENCIA DEL MARKETING DIGITAL EN LA DECISIÓN DE COMPRA
Apaza-Gonzales, S. (2026) · Gente Clave · doi:10.65050/rgc.v10n1a5
Dual Roles of Freelance Digital Workers in Marketplaces
Rahmah, H., Sjafiie, S. S. L., Pamungkas, Y. B., & Safira, C. (2025) · Jurnal Komunikasi Global · doi:10.24815/jkg.v14i2.237
Analysis of Psychological Factors and Free Shipping on Online Impulse Buying in Modest Fashion
Yusuf, M., Masnita, Y., & Yusran, H. L. (2026) · Golden Ratio of Marketing and Applied Psychology of Business · doi:10.52970/grmapb.v6i2.1960
A multimedia framework for personalized, non-intrusive advertising in video streaming
Furini, M. (2026) · Multimedia Systems · doi:10.1007/s00530-026-02268-z
Punwatkar, S., Badal, J., Guha, S., & Verghese, M. (2026) · Advanced International Journal for Research · doi:10.63363/aijfr.2026.v07i02.3928
Javaid, O. (2026) · Human Arenas · doi:10.1007/s42087-026-00565-7
Ulayya, F., Firdaus, O. M., & Garliani, G. (2026) · JURNAL MANAJEMEN BISNIS · doi:10.33096/jmb.v13i1.1405
Ahmadi, H., & Wardi, Y. (2026) · Jurnal Informatika Ekonomi Bisnis · doi:10.37034/infeb.v8i1.1385
Digital Exposure and Regret: The Mediating Role of FoMO In Post-Event Consumer Behavior
Wijaya, A. C., Yuniawati, Y., & Ridwanudin, O. (2026) · Journal of Entrepreneur & Business · doi:10.24123/jeb.v7i2.8531
Susmayanti, R. L., Alrasyid, H., & Sudaryanti, D. (2026) · Jurnal Ekonomi Bisnis dan Kewirausahaan · doi:10.26418/jebik.v14i3.99439
Verma, H., Dwivedi, V. K., & Rai, P. (2026) · SEISENSE Business Review · doi:10.33215/662jkj93
Bacay, E. F., Venice, A. C., Victoria, B. S., Lawrence, J. M., & Carlo, N. G. (2026) · American Journal of Economics and Business Innovation · doi:10.54536/ajebi.v5i1.7418
Fauzan, M. A., & Hamdi, M. (2026) · Al-Kharaj Jurnal Ekonomi Keuangan & Bisnis Syariah · doi:10.47467/alkharaj.v8i4.11623
Hidayat, A. S., Kasim, M. Y., Fattah, V., & Islianty, N. R. (2026) · JURNAL MANAJEMEN MOTIVASI · doi:10.29406/jmm.v22i1.8902
Divakar, L., & Patil, S. S. (2026) · Food and Humanity · doi:10.1016/j.foohum.2026.101255
Social media in goblin mode: an NLP approach to post-COVID behavioral patterns
Balcıoğlu, Y. S., & Rençber, Y. (2026) · Future Business Journal · doi:10.1186/s43093-026-00854-1
Maknunah, L. U., Siswati, E., Basitoh, M., & Kharisma, A. A. (2026) · International Journal of Innovative Research in Engineering & Management · doi:10.55524/ijirem.2026.13.2.24
The Hungry Calls: The Influence of Push Notification on Impulse Buying from Food Delivery Apps
Goplani, R. M. (2026) · Springer eBooks · doi:10.1007/978-981-95-6509-2_4
Bakar, M. N. A., Abdullah, M. H. T., Yahya, M., Jafri, F., & Asan, A. H. (2026) · International Journal of Research and Innovation in Social Science · doi:10.47772/ijriss.2026.100500181
The Role of Emerging Technologies in Shaping Instant Retail and Quick Commerce
Agrawal, S. S., Sahai, K. P., & Kohli, N. K. (2026) · IGI Global eBooks · doi:10.4018/979-8-3373-7493-2.ch006
Singgih, M. N., Rachmaningrum, R. A., & Faradina, R. (2026) · Fundamental and Applied Management Journal · doi:10.66314/famj.v4i2.693
Rini, I. T. C., & Astuti, B. A. (2026) · Journal of Economic Sciences. · doi:10.62885/ekuisci.v3i5.1205
Dewi, Y. K., Wiryakusuma, I. G. B. Y., Belluci, C., Vallerie, B. M., & Immanuel, D. M. (2026) · JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis dan Inovasi Universitas Sam Ratulangi) · doi:10.35794/jmbi.v13i1.66389
The Influence of Sales Promotion, FoMO, and Digital Payment on Impulsive Buying in the Digital Era
Afyana, S., & Abdillah, W. (2026) · International Journal of Accounting & Finance in Asia Pasific · doi:10.32535/ijafap.v9i2.4539
Scroll, Excited, Buy: Perilaku Impulsive Buying Smartband Huawei & Xiaomi pada Gen Z Indonesia
Putra, A. A., & Sari, D. M. F. P. (2026) · Jurnal Manajemen dan Pemasaran Digital · doi:10.38035/jmpd.v4i2.639
The Impact of Platform Push on Young Consumers' Online Shopping Psychology and Behavior
Pan, H., Haque, R., Qazi, S., Fatima, A., & Senathirajah, A. R. B. S. (2026) · Journal of Computers Mechanical and Management · doi:10.57159/jcmm.5.3.261088
Le, Q. K., & Thanh, L. T. T. (2026) · Theoretical and Practical Research in Economic Fields · doi:10.14505/tpref.v17.2(38).07
Examining e-commerce user’s switching intention through an extended push-pull-mooring model
Yuliani, I., Salam, A. N., Azizah, S. N., & Berakon, I. (2026) · Asian Journal of Islamic Management (AJIM) · doi:10.20885/ajim.vol8.iss1.art4
Fahmi, Z., Dwita, V., Wardi, Y., Abror, A., Patrisia, D., & Jalil, T. N. A. A. (2026) · Jurnal Maksipreneur Manajemen Koperasi dan Entrepreneurship · doi:10.30588/jmp.v15i2.2689
Behavioural Economics dalam Era Digital: Mengapa Konsumen Semakin Rentan terhadap Impulse Buying.?
Amory, J. D. S., Rhena, J., & Heryati, Y. (2026) · Horizon · doi:10.54373/hijm.v4i3.6213
Dataset on psychological determinants of impulsive buying in Vietnamese social commerce
Mai, L. V. T., & Nguyen, H. N. (2026) · Data in Brief · doi:10.1016/j.dib.2026.113080
Self-citationFear Of Missing Out and Digital Impulse Buying Tendencies Among Gen Z College Students
Kewat, P. B., Kumari, R., Meher, M. S., & Panda, P. (2026) · IOSR Journal of Economics and Finance · doi:10.9790/5933-1704012633
Irawan, A. P., Goenawan, J. S., & Nurcahyo, R. (2026) · International Conference on ICT for Smart Society (ICISS) · doi:10.1109/iciss71466.2026.11715277
Hành vi mua hàng qua nền tảng Shopee Live: Vai trò của người dẫn dắt
Nguyễn, T. H. T., Lê, T. H. L., Ho, N.-N.-Y., & Trần, Y. H. (2026) · Tạp chí Nghiên cứu Tài chính - Marketing · doi:10.52932/jfmr.v17i3.964
Darmayanti, D. (2026) · Journal of Economics and Management Scienties · doi:10.37034/jems.v8i4.542
Masnan, F., Adnan, N. S. M., Ibrahim, S. B. M., Zailani, Z. N. H. M., & Norshahimi, A. S. (2026) · Journal of Human Development and Communication (JoHDeC) · doi:10.58915/johdec.v15.2026.3450
Rahayu, F. S., Gunawan, H., & Putra, N. A. N. (2026) · International Conference on e-Education, e-Business, e-Management and e-Learning · doi:10.1109/ic4e69618.2026.11631594
Driving Impulsive Buying on TikTok Shop Live: Scarcity Promotion, Consumer Arousal and Impulsivity
Sudrajad, N. R., & Putra, H. B. (2026) · Jurnal Manajemen Sains dan Organisasi · doi:10.52300/jmso.v7i2.26960
Modifying TRA to Predict Indonesians’ Buying and Consumption Behavior toward Traditional Foods
Keni, K., Wilson, N., Alexander, A., & Teoh, A. P. (2026) · Jurnal Manajemen · doi:10.24912/jm.v30i2.3826
Các nhân tố ảnh hưởng nhu cầu công việc theo cơ chế linh hoạt của Thế hệ Z tại thành phố Cần Thơ
Huỳnh, V. L., & Le, T. N. (2026) · Tạp chí Khoa học Thương mại · doi:10.54404/jts.2026.db3v.16
Kencanawati, M. S., Anggraini, R., Tesniwati, R., & Rahmawati, D. (2026) · Score Jurnal Lentera Manajemen Pemasaran · doi:10.59422/lmp.v4i01.1217
Barusman, A. R. P., & Suryana, M. (2026) · Jurnal Ilmiah Ilmu Terapan Universitas Jambi|JIITUJ| · doi:10.22437/jiituj.v10i4.56129
Effendi, D. E. (2025) · Journal of Marketing Breakthroughs · doi:10.70764/gdpu-jmb.2026.2(1)-03
Nursellah, A. S., Rakib, M., & Agus (2026) · International Journal of Research and Innovation in Social Science · doi:10.47772/ijriss.2026.100800572
Anh, L. B. (2026) · Tạp chí Khoa học Đại học Công Thương. · doi:10.62985/j.huit_ojs.vol26.no3e.551
Peridawaty, P., Poetra, G. B., Hamzah, P., & Prakoso, R. S. (2026) · Journal of Economic Education and Entrepreneurship Studies · doi:10.62794/je3s.v7i3.18
Lady, L., Anggrena, C., Purwianti, L., Fasha, A., & Arief, R. F. (2026) · Manajemen dan Bisnis · doi:10.24123/mabis.v25i2.1134
Pathak, Y., Kumar, D. B., Khan, S. A., & Makhijani, J. (2026) · International Journal of Artificial Intelligence and Machine Learning · doi:10.51483/ijaiml.6.10s.2026.1441-1452 · Cited by 1
Thanh, T. N. V., & Khoa, B. T. (2026) · Lecture notes in networks and systems · doi:10.1007/978-3-032-14775-2_9
Pullaikodi, S., Panakaje, N., & Sheikh, N. (2026) · Innovative Marketing · doi:10.21511/im.22(3).2026.22
(2026) · Quality - Access to Success · doi:10.47750/qas/27.213.45
Truong, P. H., Kim, A. D., & Hoang, S. D. (2026) · Journal of Systems and Information Technology · doi:10.1108/jsit-08-2025-0375
Anisah, T. N., Setiawan, H., Putri, A. K., Andika, Kumar, V., & Luthfiana, D. N. (2026) · Jurnal Manajemen Teori dan Terapan | Journal of Theory and Applied Management · doi:10.20473/jmtt.v19i2.95863
Ardilla, A., Suhartini, D., & Sulistyowati, E. (2026) · Journal of Business Social and Technology · doi:10.59261/bustechno.v7i4.778
Ardiansyah, M. F., Hariasih, M., & Sudarso, S. (2026) · Jurnal Ekonomi Manajemen dan Bisnis · doi:10.70716/emis.v4i3.659
Akkaya, Ö. (2025) · Pazarlama ve Pazarlama Araştırmaları Dergisi · doi:10.63556/ppad.18.3.1728871
Value, impulsivity, and over-ordering in online grocery shopping
Jasrotia, S. S., Raj, V. A., Kamila, M. K., & Chib, S. (2026) · SN Business & Economics · doi:10.1007/s43546-026-01458-1
Mirawati, M. (2026) · Management Research Journal · doi:10.37134/mrj.vol15.1.10.2026
Qamariah, A., Antong, A., & Dewintari, P. (2026) · Media Riset Bisnis Ekonomi Sains dan Terapan · doi:10.71312/mrbest.v4i3.1155
Subaithani, D. S., & Sukumari, D. S. (2026) · International Journal of Multidisciplinary Research and Development · doi:10.66856/ijmrd.2026.13.4.13397
Fauziya, S., Surbakti, A. B., Nabilla, S., & Setiyarini, T. (2026) · Jurnal Manuhara Pusat Penelitian Ilmu Manajemen dan Bisnis · doi:10.61132/manuhara.v4i4.2882
Sari, Y. D., & Rahadhini, M. D. (2026) · Journal Social Society. · doi:10.54065/jss.6.4.2026.1862
Identidade em cena: cultura pop, pertencimento e decisões de compra
Mota, G. M., & Faustino-Dias, Á. F. (2026) · Contextus - Revista Contemporânea de Economia e Gestão · doi:10.36517/contextus.2026.96724
Restya, W. P. D., Nabiel, M., & Mimiasri, M. (2026) · JEMSI (Jurnal Ekonomi Manajemen dan Akuntansi) · doi:10.35870/jemsi.v12i5.7041
Metadata
- Authors
- Ngo, T. T. A., Nguyen, H. L. T., Nguyen, H. P., Mai, H. T. A., Mai, T. H. T., & Hoang, P. L.
- Affiliations
- FPT University (VN)
- Corresponding author
- Ngo, Thi Thuy An
- Venue
- Heliyon
- Publisher
- Elsevier BV
- Published
- 2024-08
- Volume
- 10
- Issue
- 15
- Pages
- e35743
- ISSN
- 2405-8440 (ISSN-L)
- PMC
- PMC11336989
- OpenAlex
- W4401285204
- Cited by
- 73
- References
- 143
- Citations by year
- 2026: 43 · 2025: 28 · 2024: 2
- FWCI
- 33.59
- 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, cc-by-sa)
- Topics
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Retail Behavior Studies
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Market Behavior and Pricing
- Keywords
- online impulse buying, Generation Z, Shopee, time pressure, economic benefits, social influence, visual cues, acoustic cues, arousal, pleasure, e-commerce, consumer behavior, Vietnamese 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.
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

