Main Article Content
Abstract
This research draws attention to impulsive buying behavior in a vibrant and booming modest fashion industry, one of the most significant contributor segments to e-commerce in Indonesia. Part of the difficulty is that consumers are increasingly making additional online impulsive purchases driven by psychological triggers and marketing efforts that prompt rapid, unplanned buying decisions. To investigate, the paper explores hedonic motivation, positive emotions, perceived trust, and online shopping attitude, along with free shipping, applying the Self-Determination Theory (SDT)- based model to the factors that incite impulsive purchase. Positive emotions and perceived trust are two of the most significant indicators (positive frailties) in standardized results for online impulse buying, with no direct effect from free shipping. Based on these findings, the study suggests that future research is needed to consider social cues and interface design factors to better understand impulse buying among MF consumers online and to develop marketing strategies that enhance the emotional experience.
Keywords
Article Details

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
- Abdullah Sanda, I., & Basalamah, S. (2021). The Role of Customer Ratings and Free Shipping Promos on Buying Interest In Tokopedia Application Services. Golden Ratio of Marketing and Applied Psychology of Business, 1(1), 34–52. https://doi.org/10.52970/grmapb.v1i1.315
- Abikari, M. (2024). Emotions, perceived risk, and intentions to adopt emerging e-banking technology amongst educated young consumers. International Journal of Bank Marketing, 42(5), 1036–1058. https://doi.org/10.1108/IJBM-01-2023-0004
- Adhara, L., & Supriyono, S. (2025). The Effect of Promotion, Online Customer Reviews, and Rating Perceptions on the Decision to Use the Tokopedia Application : Evidence from Surabaya, Indonesia. 6, 193–201.
- Al-Khateeb, B. A. A., Jaoua, F. M., & Mohamed, E. S. A. (2023). The Impact of Attitude Towards Online Shopping on Strengthening the Relationship Between Online Shopping Experience and E-Customer Engagement. International Journal of Customer Relationship Marketing and Management, 14(1), 1–25. https://doi.org/10.4018/IJCRMM.327869
- Aldiera, T., & Yusran, H. L. (2022). Emotions Towards Satisfaction and Complaint Behavior using Perceived Quality : A Hedonic Approach. Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi (Jmbi Unsrat), 9(2), 866–881.
- Anand, T., Ramachandran, J., Sambasivan, M., & Batra, G. S. (2019). Impact of Hedonic Motivation on Consumer Satisfaction Towards Online Shopping: Evidence from Malaysia. E-Service Journal, 11(1), 56. https://doi.org/10.2979/eservicej.11.1.03
- Aprilia, W. K., Wulandari, N. D., & Diantoro, A. K. (2023). The Effect of Discounts and Free Shipping on Impulsive Purchases Moderated by Seller Service. Jurnal Manajemen Universitas Bung Hatta, 18(1), 52–64. https://doi.org/10.37301/jmubh.v18i1.22059
- Aqsa, D. F., Titik, R., Wenny, P., Ramadania, & Heriyadi. (2022). The Influence of Live Streaming, Flash Sales, and Free Shipping Programs on Generation Z’s Impulsive Buying with Positive Emotion as the Role of Meditation. Scholar.Archive.Org, 3(1), 327–342. https://scholar.archive.org/work/sy63srah7bdsfaghtihipmxpqy/access/wayback/https://www.ilomata.org/index.php/ijjm/article/download/302/222
- Azizah, F. D., Nur, A. N., Halim, A., & Kusuma, P. (2022). Impulsive Buying Behavior : Implementation of IT on Technology Acceptance Model on E-Commerce Purchase Decisions. 2, 58–72.
- Baskara, I. M. A., & Sukaatmadja, I. P. G. (2016). Pengaruh Online Trust Dan Perceived Enjoyment Terhadap Online Shopping Satisfaction Dan Repurchase Intention Lazada Indonesia. E-Jurnal Manajemen Unud, 5(11), 243782. www.dream.co.id
- Buil, T., & Mata, P. (2024). Intrinsic motivation and its influence on the eco shopping basket. Journal of Consumer Behaviour, 23(6), 2812–2825. https://doi.org/10.1002/cb.2373
- Cahyani, S. R., & Artantii, Y. (2023). Pengaruh customer trust online dan lingkungan online store terhadap impulse buying produk fashion melalui perceived enjoyment pada konsumen TikTok shop. Jurnal Ilmu Manajemen, 11(2), 252–265.
- Cuong, D. T. (2024). Positive emotions influence consumer shopping behavior on e-commerce platforms. Management and Marketing, 19(1), 15–31. https://doi.org/10.2478/mmcks-2024-0002
- Damayanti, A. A., & Damayanti, D. (2024). Pengaruh Diskon, Gratis Ongkos Kirim, Cash on Delivery dan Online Customer Review Terhadap Keputusan Pembelian Online Shopee. Journal of Trends Economics and Accounting Research, 4(3), 660–669. https://doi.org/10.47065/jtear.v4i3.1132
- Defni, S. S., & Sari, A. Y. (2024). The effect of the online customer shopping experience on online impulsive buying on Shopee: attitudinal loyalty as a mediator and self-control as a moderator. Marketing Management Studies, 4(4), 382–392. https://doi.org/10.24036/jkmp.v1i1
- Escobar-Farfán, M., Veas-González, I., García-Salirrosas, E., Veas-Salinas, K., Veas-Santibáñez, V., & Zavala-González, J. (2025). From Browsing to Buying: Determinants of Impulse Buying Behavior in Mobile Commerce. Journal of Theoretical and Applied Electronic Commerce Research, 20(4), 266. https://doi.org/10.3390/jtaer20040266
- Fadila, N., Susilowati, F., & Sumarmi, S. (2022). What Drives Impulse Buying on Shopee ? Exploring the Influence of Live Streaming, Online Trust, and e-WOM. Jurnal Ilmu Manajemen, 14(2), 201–212. https://doi.org/10.32502/jim.v14i2.432
- Fitri, S. A., & Nursyabani, S. A. L. (2024). Identitas Sosial Influencer Berhijab di Media Sosial. Tabligh: Jurnal Komunikasi Dan Penyiaran Islam, 9(2), 223–240. https://doi.org/10.15575/tabligh.v9i2.42449
- Hair, J. F., Ringle, C. M., Gudergan, S. P., Fischer, A., Nitzl, C., & Menictas, C. (2019). Partial least squares structural equation modeling-based discrete choice modeling: an illustration in modeling retailer choice. Business Research, 12(1), 115–142. https://doi.org/10.1007/s40685-018-0072-4
- Hellyani, C. A., Adriana, E., & Andrena, K. M. (2024). The Influence of Hedonic Motives, Browsing, and E-Payment on Impulsive Buying of Fashion Products in E-Commerce. Formosa Journal of Multidisciplinary Research, 3(7), 2699–2712. https://doi.org/10.55927/fjmr.v3i7.10361
- Hertaswari, O. L., & Dewi, I. J. (2021). Differences In Consumers’ Attitude Towards Online Shops Based On Product Types And Consumer Characteristics And Their Influence On Repurchase Interests. Jurnal Manajemen Indonesia, 21(1), 78–87. https://doi.org/10.25124/jmi.v21i1.2430
- Hirschman, E. C., & Holbrook, M. B. (1982). Hedonic Consumption: Emerging Concepts, Methods and Propositions. Journal of Marketing, 46(3), 92–101. https://onlinelibrary.wiley.com/doi/10.1002/9781118785317.weom090127
- Horvath, P., & McColl, V. (2013). Behavioral and Experiential Self-Regulations in Psychological Well-Being under Proximal and Distal Goal Conditions. Psychology, 04(12), 975–984. https://doi.org/10.4236/psych.2013.412141
- Huo, C., Wang, X., Sadiq, M. W., & Pang, M. (2023). Exploring Factors Affecting Consumers’ Impulse Buying Behavior in Live-Streaming Shopping: An Interactive Research Based Upon the SOR Model. SAGE Open, 13(2), 1–15. https://doi.org/10.1177/21582440231172678
- Irvan, S. S. N., Sulfa, F. I., Ayu, L. C., Gumulya, S. P., & Parhan, M. (2024). Busana Islami: Keseimbangan Antara Modestisme Dan Kreativitas Fashion. Atta’dib Jurnal Pendidikan Agama Islam, 5(1), 35–49. https://doi.org/10.30863/attadib.v5i1.6120
- Istikomah, N., & Hartono, B. (2022). Analisis Persepsi Promosi Gratis Ongkos Kirim (Ongkir) Shopee Terhadap Keputusan Pembelian. Jurnal Bisnis Kompetitif, 1(2), 49–57. https://doi.org/10.35446/bisniskompetif.v1i2.1011
- Kamaruddin, W. A. S. W., Jan, M. T., & Suib, F. H. (2025). Factors Influencing the Purchase Intention of Modest Fashion Products: A Study on Muslim Women Consumers in Malaysia. Sustainability (Switzerland), 11(1), 1–14.
- Lee, C. H., & Chen, C. W. (2021). Impulse-buying behaviors in live-streaming commerce based on the stimulus-organism-response framework. Information (Switzerland), 12(6), 1–17. https://doi.org/10.3390/info12060241
- Li, M., Wang, Q., & Cao, Y. (2022). Understanding Consumer Online Impulse Buying in Live Streaming E-Commerce: A Stimulus-Organism-Response Framework. International Journal of Environmental Research and Public Health, 19(7). https://doi.org/10.3390/ijerph19074378
- Mahemba, U. S. A. K., & Dewi, Ik. J. (2022). Utilitarian and Hedonic Shopping Motives and Attitude towards Online Shopping of Generation Z in Indonesia. Scholar.Archive.Org, 3(1), 327–342. https://scholar.archive.org/work/sy63srah7bdsfaghtihipmxpqy/access/wayback/https://www.ilomata.org/index.php/ijjm/article/download/302/222
- Manzoor, S. R., Al-Mahmud, A., Asmawi, A., & Manzoor, S. R. (2024). Advancing Muslim Modest Fashion Clothing: Impact on Consumer Behavior and Challenges for Young Female Muslim Influencers. Journal of Comparative Asian Development, 20(1), 1–26. https://doi.org/10.4018/JCAD.346369
- Mutmainnah, I. (2025). Simbol Budaya sebagai Representasi Resiliensi Identitas: Telaah Jilbab, Perhiasan, dan Sastra dalam Konteks Perempuan Muslim Inggris. Syntax Literate ; Jurnal Ilmiah Indonesia, 10(7), 8792–8801. https://doi.org/10.36418/syntax-literate.v10i7.60282
- Nabela, A., & Prihandono, D. (2025). The Influence of Visual Appeal, Discount Price, and Perceived Interactivity on Impulse Buying With Perceived Enjoyment As a Mediating Variable. The 2nd International Students Conference on Economics and Business Excellence (ISCEBE) 2025, 2(1), 246–252. https://conference.ut.ac.id/index.php/proceeding_iscebe/article/view/5528%0Ahttps://conference.ut.ac.id/index.php/proceeding_iscebe/article/download/5528/2399
- Nalchigar, S., & Weber, I. (2016). A large-scale study of online shopping behavior. ACM International Conference Proceeding Series, 290–295. https://doi.org/10.1145/2938503.2938534
- Ngo, T. T. A., Nguyen, H. L. T., Nguyen, H. P., Mai, H. T. A., Mai, T. H. T., & Hoang, P. L. (2024). A comprehensive study on factors influencing online impulse buying behavior: Evidence from Shopee video platform. Heliyon, 10(15), e35743. https://doi.org/10.1016/j.heliyon.2024.e35743
- Permatasari, I., Mukhsin, M., & Atiah, I. N. (2023). Pengaruh Flash Sale dan Free Shipping terhadap Impulsive Buying Behavior dalam Perspektif Ekonomi Islam. OIKONOMIKA: Jurnal Kajian Ekonomi Dan Keuangan Syariah, 4(1), 25–37. https://doi.org/10.53491/oikonomika.v4i1.544
- Putri, A. S., & Pinandito, A. (2023). Pengaruh Utilitarian Value dan Emotional Value terhadap Impulsive Buying melalui Kepercayaan Konsumen pada E-Commerce di Indonesia. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 7(4), 1921–1928. http://j-ptiik.ub.ac.id
- Ramadhan, F. R., & Nugraha, B. S. P. (2025). Pengaruh Flash Sale dan Gratis Ongkir terhadap Impulse Buying dengan Dimediasi oleh Hedonic Shopping pada Toko Online Shopee pada Gen Z di Yogyakarta The Effect of Flash Sale and Free Shipping on Impulse Buying Mediated by Hedonic Shopping at Shopee Onlin. Community Engagement & Emergence Journal, 6, 2231–2242.
- Rizkiyah, D., Sukimin, & Rohman, D. T. (2025). Pengaruh diskon, cashback, gratis ongkos kirim dan flash sale pada shopee terhadap perilaku impulsif buying mahasiswa universitas balikpapan. JURNAL Edueco Universitas Balikpapan, 1, 40–47.
- Shareef, M. A., Archer, N., Fong, W., Rahman, M. O., & Mann, I. J. (2013). Online Buying Behavior and Perceived Trustworthiness. British Journal of Applied Science & Technology, 3(4), 662–683. https://doi.org/10.9734/bjast/2014/2394
- Sholihah, D. R., Fathoni, M. A., Wulansari, A. S., Ananda, M. M., & Amalina, S. N. (2025). Understanding how intrinsic motivation influences female modest fashion online impulse buying: the mediating role of trust and attitude. Journal of Islamic Marketing, 977. https://doi.org/10.1108/JIMA-08-2024-0332
- Sulaiman, M., Suripto, P. M. A., & Wardianto, K. B. (2025). The Influence of Online Promotion, Trust, and Website Quality on Online Impulsive Purchases as well as Emotional Responses to Online Impulsive. Journal of Ecoment Global, 10(2), 143–151. https://doi.org/10.36982/jeg.v10i2.5832
- Susanto, D. A. (2022). The Effect of Customer Experience and Service Quality on Customer Satisfaction and Customer Loyalty. Journal of Management and Business Insight, 2(1), 70–73. https://doi.org/10.5220/0011243000003376
- Thalib, S. V., Arifiana, D., Rahayu, I. A. T., & Wiyono, A. (2023). Penciptaan Desain Busana Muslim Modest Wear dengan Inspirasi Noor Inayat Khan. 12(2), 8–15. https://ejournal.unesa.ac.id/index.php/jurnal-tata-busana/index
- Utami, H. N., Elfa, M. O. J., Wiyono, S. N., Sari, D. N., & Perdana, T. (2025). Sustaining Consumer Excitement: The Role of Online Customer Experience and Engagement in Shaping Behavioural Intentions in Food Social Commerce. Sustainability (Switzerland), 17(17), 1–31. https://doi.org/10.3390/su17178061
- Voigt, C., Schlögl, S., & Groth, A. (2021). Dark Patterns in Online Shopping: of Sneaky Tricks, Perceived Annoyance and Respective Brand Trust. Dark Patterns in Online Shopping, 12783 LNCS, 143–155. https://doi.org/10.1007/978-3-030-77750-0_10
- Wahyuni, A. C., Masnita, Y., & Kurniawati, K. (2025). Social Learning Theory in Customer Engagement To Increase Impulsive Buying Behavior. Journal of Management : Small and Medium Enterprises (SMEs), 18(1), 613–627. https://doi.org/10.35508/jom.v18i1.17971
- Wulanda, A., Rini, E. S., & Sembiring, B. K. F. (2025). The Influence of Hedonic Shopping Motivation and Electronic Word of Mouth (eWOM) on Impulse Buying in Shopee E-Commerce Users in Medan Tuntungan with Positive Emotion as an Intervening Variable. Indonesian Journal of Advanced Research (IJAR), 4(7), 1491–1506. https://doi.org/10.55927/ijar.v4i7.14922
- Yudha, A. T. R. C., Atiya, N., Faidah, A. R., Febriyanti, N., & Masrufah, N. (2025). Maslahah value optimization in exploring Muslim consumption behavior: a study of impulse buying on ewallet users in East Java, Indonesia. Journal of Islamic Marketing, September. https://doi.org/10.1108/JIMA-03-2024-0118
- Zhang, S., Yu, X., Shi, X., & Zhang, Y. (2023). The Influencing Mechanism of Incidental Emotions on Risk Perception: Evidence from Event-Related Potential. Brain Sciences, 13(3). https://doi.org/10.3390/brainsci13030486
- Zhang, Z., Zhang, N., & Wang, J. (2022). The Influencing Factors on Impulse Buying Behavior of Consumers under the Mode of Hunger Marketing in Live Commerce. Sustainability Article.
References
Abdullah Sanda, I., & Basalamah, S. (2021). The Role of Customer Ratings and Free Shipping Promos on Buying Interest In Tokopedia Application Services. Golden Ratio of Marketing and Applied Psychology of Business, 1(1), 34–52. https://doi.org/10.52970/grmapb.v1i1.315
Abikari, M. (2024). Emotions, perceived risk, and intentions to adopt emerging e-banking technology amongst educated young consumers. International Journal of Bank Marketing, 42(5), 1036–1058. https://doi.org/10.1108/IJBM-01-2023-0004
Adhara, L., & Supriyono, S. (2025). The Effect of Promotion, Online Customer Reviews, and Rating Perceptions on the Decision to Use the Tokopedia Application : Evidence from Surabaya, Indonesia. 6, 193–201.
Al-Khateeb, B. A. A., Jaoua, F. M., & Mohamed, E. S. A. (2023). The Impact of Attitude Towards Online Shopping on Strengthening the Relationship Between Online Shopping Experience and E-Customer Engagement. International Journal of Customer Relationship Marketing and Management, 14(1), 1–25. https://doi.org/10.4018/IJCRMM.327869
Aldiera, T., & Yusran, H. L. (2022). Emotions Towards Satisfaction and Complaint Behavior using Perceived Quality : A Hedonic Approach. Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi (Jmbi Unsrat), 9(2), 866–881.
Anand, T., Ramachandran, J., Sambasivan, M., & Batra, G. S. (2019). Impact of Hedonic Motivation on Consumer Satisfaction Towards Online Shopping: Evidence from Malaysia. E-Service Journal, 11(1), 56. https://doi.org/10.2979/eservicej.11.1.03
Aprilia, W. K., Wulandari, N. D., & Diantoro, A. K. (2023). The Effect of Discounts and Free Shipping on Impulsive Purchases Moderated by Seller Service. Jurnal Manajemen Universitas Bung Hatta, 18(1), 52–64. https://doi.org/10.37301/jmubh.v18i1.22059
Aqsa, D. F., Titik, R., Wenny, P., Ramadania, & Heriyadi. (2022). The Influence of Live Streaming, Flash Sales, and Free Shipping Programs on Generation Z’s Impulsive Buying with Positive Emotion as the Role of Meditation. Scholar.Archive.Org, 3(1), 327–342. https://scholar.archive.org/work/sy63srah7bdsfaghtihipmxpqy/access/wayback/https://www.ilomata.org/index.php/ijjm/article/download/302/222
Azizah, F. D., Nur, A. N., Halim, A., & Kusuma, P. (2022). Impulsive Buying Behavior : Implementation of IT on Technology Acceptance Model on E-Commerce Purchase Decisions. 2, 58–72.
Baskara, I. M. A., & Sukaatmadja, I. P. G. (2016). Pengaruh Online Trust Dan Perceived Enjoyment Terhadap Online Shopping Satisfaction Dan Repurchase Intention Lazada Indonesia. E-Jurnal Manajemen Unud, 5(11), 243782. www.dream.co.id
Buil, T., & Mata, P. (2024). Intrinsic motivation and its influence on the eco shopping basket. Journal of Consumer Behaviour, 23(6), 2812–2825. https://doi.org/10.1002/cb.2373
Cahyani, S. R., & Artantii, Y. (2023). Pengaruh customer trust online dan lingkungan online store terhadap impulse buying produk fashion melalui perceived enjoyment pada konsumen TikTok shop. Jurnal Ilmu Manajemen, 11(2), 252–265.
Cuong, D. T. (2024). Positive emotions influence consumer shopping behavior on e-commerce platforms. Management and Marketing, 19(1), 15–31. https://doi.org/10.2478/mmcks-2024-0002
Damayanti, A. A., & Damayanti, D. (2024). Pengaruh Diskon, Gratis Ongkos Kirim, Cash on Delivery dan Online Customer Review Terhadap Keputusan Pembelian Online Shopee. Journal of Trends Economics and Accounting Research, 4(3), 660–669. https://doi.org/10.47065/jtear.v4i3.1132
Defni, S. S., & Sari, A. Y. (2024). The effect of the online customer shopping experience on online impulsive buying on Shopee: attitudinal loyalty as a mediator and self-control as a moderator. Marketing Management Studies, 4(4), 382–392. https://doi.org/10.24036/jkmp.v1i1
Escobar-Farfán, M., Veas-González, I., García-Salirrosas, E., Veas-Salinas, K., Veas-Santibáñez, V., & Zavala-González, J. (2025). From Browsing to Buying: Determinants of Impulse Buying Behavior in Mobile Commerce. Journal of Theoretical and Applied Electronic Commerce Research, 20(4), 266. https://doi.org/10.3390/jtaer20040266
Fadila, N., Susilowati, F., & Sumarmi, S. (2022). What Drives Impulse Buying on Shopee ? Exploring the Influence of Live Streaming, Online Trust, and e-WOM. Jurnal Ilmu Manajemen, 14(2), 201–212. https://doi.org/10.32502/jim.v14i2.432
Fitri, S. A., & Nursyabani, S. A. L. (2024). Identitas Sosial Influencer Berhijab di Media Sosial. Tabligh: Jurnal Komunikasi Dan Penyiaran Islam, 9(2), 223–240. https://doi.org/10.15575/tabligh.v9i2.42449
Hair, J. F., Ringle, C. M., Gudergan, S. P., Fischer, A., Nitzl, C., & Menictas, C. (2019). Partial least squares structural equation modeling-based discrete choice modeling: an illustration in modeling retailer choice. Business Research, 12(1), 115–142. https://doi.org/10.1007/s40685-018-0072-4
Hellyani, C. A., Adriana, E., & Andrena, K. M. (2024). The Influence of Hedonic Motives, Browsing, and E-Payment on Impulsive Buying of Fashion Products in E-Commerce. Formosa Journal of Multidisciplinary Research, 3(7), 2699–2712. https://doi.org/10.55927/fjmr.v3i7.10361
Hertaswari, O. L., & Dewi, I. J. (2021). Differences In Consumers’ Attitude Towards Online Shops Based On Product Types And Consumer Characteristics And Their Influence On Repurchase Interests. Jurnal Manajemen Indonesia, 21(1), 78–87. https://doi.org/10.25124/jmi.v21i1.2430
Hirschman, E. C., & Holbrook, M. B. (1982). Hedonic Consumption: Emerging Concepts, Methods and Propositions. Journal of Marketing, 46(3), 92–101. https://onlinelibrary.wiley.com/doi/10.1002/9781118785317.weom090127
Horvath, P., & McColl, V. (2013). Behavioral and Experiential Self-Regulations in Psychological Well-Being under Proximal and Distal Goal Conditions. Psychology, 04(12), 975–984. https://doi.org/10.4236/psych.2013.412141
Huo, C., Wang, X., Sadiq, M. W., & Pang, M. (2023). Exploring Factors Affecting Consumers’ Impulse Buying Behavior in Live-Streaming Shopping: An Interactive Research Based Upon the SOR Model. SAGE Open, 13(2), 1–15. https://doi.org/10.1177/21582440231172678
Irvan, S. S. N., Sulfa, F. I., Ayu, L. C., Gumulya, S. P., & Parhan, M. (2024). Busana Islami: Keseimbangan Antara Modestisme Dan Kreativitas Fashion. Atta’dib Jurnal Pendidikan Agama Islam, 5(1), 35–49. https://doi.org/10.30863/attadib.v5i1.6120
Istikomah, N., & Hartono, B. (2022). Analisis Persepsi Promosi Gratis Ongkos Kirim (Ongkir) Shopee Terhadap Keputusan Pembelian. Jurnal Bisnis Kompetitif, 1(2), 49–57. https://doi.org/10.35446/bisniskompetif.v1i2.1011
Kamaruddin, W. A. S. W., Jan, M. T., & Suib, F. H. (2025). Factors Influencing the Purchase Intention of Modest Fashion Products: A Study on Muslim Women Consumers in Malaysia. Sustainability (Switzerland), 11(1), 1–14.
Lee, C. H., & Chen, C. W. (2021). Impulse-buying behaviors in live-streaming commerce based on the stimulus-organism-response framework. Information (Switzerland), 12(6), 1–17. https://doi.org/10.3390/info12060241
Li, M., Wang, Q., & Cao, Y. (2022). Understanding Consumer Online Impulse Buying in Live Streaming E-Commerce: A Stimulus-Organism-Response Framework. International Journal of Environmental Research and Public Health, 19(7). https://doi.org/10.3390/ijerph19074378
Mahemba, U. S. A. K., & Dewi, Ik. J. (2022). Utilitarian and Hedonic Shopping Motives and Attitude towards Online Shopping of Generation Z in Indonesia. Scholar.Archive.Org, 3(1), 327–342. https://scholar.archive.org/work/sy63srah7bdsfaghtihipmxpqy/access/wayback/https://www.ilomata.org/index.php/ijjm/article/download/302/222
Manzoor, S. R., Al-Mahmud, A., Asmawi, A., & Manzoor, S. R. (2024). Advancing Muslim Modest Fashion Clothing: Impact on Consumer Behavior and Challenges for Young Female Muslim Influencers. Journal of Comparative Asian Development, 20(1), 1–26. https://doi.org/10.4018/JCAD.346369
Mutmainnah, I. (2025). Simbol Budaya sebagai Representasi Resiliensi Identitas: Telaah Jilbab, Perhiasan, dan Sastra dalam Konteks Perempuan Muslim Inggris. Syntax Literate ; Jurnal Ilmiah Indonesia, 10(7), 8792–8801. https://doi.org/10.36418/syntax-literate.v10i7.60282
Nabela, A., & Prihandono, D. (2025). The Influence of Visual Appeal, Discount Price, and Perceived Interactivity on Impulse Buying With Perceived Enjoyment As a Mediating Variable. The 2nd International Students Conference on Economics and Business Excellence (ISCEBE) 2025, 2(1), 246–252. https://conference.ut.ac.id/index.php/proceeding_iscebe/article/view/5528%0Ahttps://conference.ut.ac.id/index.php/proceeding_iscebe/article/download/5528/2399
Nalchigar, S., & Weber, I. (2016). A large-scale study of online shopping behavior. ACM International Conference Proceeding Series, 290–295. https://doi.org/10.1145/2938503.2938534
Ngo, T. T. A., Nguyen, H. L. T., Nguyen, H. P., Mai, H. T. A., Mai, T. H. T., & Hoang, P. L. (2024). A comprehensive study on factors influencing online impulse buying behavior: Evidence from Shopee video platform. Heliyon, 10(15), e35743. https://doi.org/10.1016/j.heliyon.2024.e35743
Permatasari, I., Mukhsin, M., & Atiah, I. N. (2023). Pengaruh Flash Sale dan Free Shipping terhadap Impulsive Buying Behavior dalam Perspektif Ekonomi Islam. OIKONOMIKA: Jurnal Kajian Ekonomi Dan Keuangan Syariah, 4(1), 25–37. https://doi.org/10.53491/oikonomika.v4i1.544
Putri, A. S., & Pinandito, A. (2023). Pengaruh Utilitarian Value dan Emotional Value terhadap Impulsive Buying melalui Kepercayaan Konsumen pada E-Commerce di Indonesia. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 7(4), 1921–1928. http://j-ptiik.ub.ac.id
Ramadhan, F. R., & Nugraha, B. S. P. (2025). Pengaruh Flash Sale dan Gratis Ongkir terhadap Impulse Buying dengan Dimediasi oleh Hedonic Shopping pada Toko Online Shopee pada Gen Z di Yogyakarta The Effect of Flash Sale and Free Shipping on Impulse Buying Mediated by Hedonic Shopping at Shopee Onlin. Community Engagement & Emergence Journal, 6, 2231–2242.
Rizkiyah, D., Sukimin, & Rohman, D. T. (2025). Pengaruh diskon, cashback, gratis ongkos kirim dan flash sale pada shopee terhadap perilaku impulsif buying mahasiswa universitas balikpapan. JURNAL Edueco Universitas Balikpapan, 1, 40–47.
Shareef, M. A., Archer, N., Fong, W., Rahman, M. O., & Mann, I. J. (2013). Online Buying Behavior and Perceived Trustworthiness. British Journal of Applied Science & Technology, 3(4), 662–683. https://doi.org/10.9734/bjast/2014/2394
Sholihah, D. R., Fathoni, M. A., Wulansari, A. S., Ananda, M. M., & Amalina, S. N. (2025). Understanding how intrinsic motivation influences female modest fashion online impulse buying: the mediating role of trust and attitude. Journal of Islamic Marketing, 977. https://doi.org/10.1108/JIMA-08-2024-0332
Sulaiman, M., Suripto, P. M. A., & Wardianto, K. B. (2025). The Influence of Online Promotion, Trust, and Website Quality on Online Impulsive Purchases as well as Emotional Responses to Online Impulsive. Journal of Ecoment Global, 10(2), 143–151. https://doi.org/10.36982/jeg.v10i2.5832
Susanto, D. A. (2022). The Effect of Customer Experience and Service Quality on Customer Satisfaction and Customer Loyalty. Journal of Management and Business Insight, 2(1), 70–73. https://doi.org/10.5220/0011243000003376
Thalib, S. V., Arifiana, D., Rahayu, I. A. T., & Wiyono, A. (2023). Penciptaan Desain Busana Muslim Modest Wear dengan Inspirasi Noor Inayat Khan. 12(2), 8–15. https://ejournal.unesa.ac.id/index.php/jurnal-tata-busana/index
Utami, H. N., Elfa, M. O. J., Wiyono, S. N., Sari, D. N., & Perdana, T. (2025). Sustaining Consumer Excitement: The Role of Online Customer Experience and Engagement in Shaping Behavioural Intentions in Food Social Commerce. Sustainability (Switzerland), 17(17), 1–31. https://doi.org/10.3390/su17178061
Voigt, C., Schlögl, S., & Groth, A. (2021). Dark Patterns in Online Shopping: of Sneaky Tricks, Perceived Annoyance and Respective Brand Trust. Dark Patterns in Online Shopping, 12783 LNCS, 143–155. https://doi.org/10.1007/978-3-030-77750-0_10
Wahyuni, A. C., Masnita, Y., & Kurniawati, K. (2025). Social Learning Theory in Customer Engagement To Increase Impulsive Buying Behavior. Journal of Management : Small and Medium Enterprises (SMEs), 18(1), 613–627. https://doi.org/10.35508/jom.v18i1.17971
Wulanda, A., Rini, E. S., & Sembiring, B. K. F. (2025). The Influence of Hedonic Shopping Motivation and Electronic Word of Mouth (eWOM) on Impulse Buying in Shopee E-Commerce Users in Medan Tuntungan with Positive Emotion as an Intervening Variable. Indonesian Journal of Advanced Research (IJAR), 4(7), 1491–1506. https://doi.org/10.55927/ijar.v4i7.14922
Yudha, A. T. R. C., Atiya, N., Faidah, A. R., Febriyanti, N., & Masrufah, N. (2025). Maslahah value optimization in exploring Muslim consumption behavior: a study of impulse buying on ewallet users in East Java, Indonesia. Journal of Islamic Marketing, September. https://doi.org/10.1108/JIMA-03-2024-0118
Zhang, S., Yu, X., Shi, X., & Zhang, Y. (2023). The Influencing Mechanism of Incidental Emotions on Risk Perception: Evidence from Event-Related Potential. Brain Sciences, 13(3). https://doi.org/10.3390/brainsci13030486
Zhang, Z., Zhang, N., & Wang, J. (2022). The Influencing Factors on Impulse Buying Behavior of Consumers under the Mode of Hunger Marketing in Live Commerce. Sustainability Article.