Instagram marketing and customer satisfaction in the fashion industry: a systematic review

Main Article Content

Hanisah Zafirah Mohamad Hanafiah
Nurazlin Mohd Fauzi

Abstract

This study systematically examines the impact of digital marketing strategies on customer satisfaction among Malaysian local fashion small and medium enterprises (SMEs), with particular attention paid to the brands SAOI, Astrid McStella, and Hanya. Utilizing a descriptive research approach and targeting young adult female customers in Malaysia, this study investigates the effects of digital marketing factors, such as social media marketing, on customer satisfaction within local fashion SME. The research framework is grounded in expectation-confirmation theory (ECT), which explains how satisfaction emerges when customers’ perceptions exceed their expectations, and the Technology Acceptance Model (TAM), which clarifies how perceived ease of use and perceived usefulness influence customers’ willingness to engage with digital marketing platforms. This systematic review highlights critical success factors, including user-friendliness, up-to-date content, content quality, and engagement activities on Instagram, which together drive positive satisfaction outcomes. The findings suggest that while Instagram marketing substantially improves satisfaction and brand loyalty, challenges such as limited resources, content restrictions, and inconsistent strategies constrain SMEs’ competitiveness of SMEs. This study contributes by integrating the ECT and TAM, offering a dual theoretical perspective on how Instagram marketing enhances satisfaction and long-term competitiveness in Malaysia’s fashion industry.


 


 

Article Details

How to Cite
Mohamad Hanafiah, H. Z., & Mohd Fauzi, N. (2026). Instagram marketing and customer satisfaction in the fashion industry: a systematic review. Issues and Perspectives in Business and Social Sciences, 6(2), 244–263. https://doi.org/10.33093/ipbss.2026.6.2.2
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Reviews

References

Afandi, H. (2020). TECH: Malaysia has most digital consumers in the region. New Straits Time. https://www.nst.com.my/lifestyle/bots/2020/09/627994/tech-malaysia-hasmostdigital consumers-region

Afifah, N. (2024) Influencer marketing strategies and the use of AI technology in enhancing brand awareness: a case study in the fashion industry. Journal of Economic Business and Accounting (COSTING), 7(2), 3058-3066. https://doi.org/10.31539/costing.v7i2.8723

Ahmad, H., & Tajuddin, R. M. (2022). A content analysis of Malay clothing in Malaysia. Environment-Behaviour Proceedings Journal, 7(SI7). https://doi.org/10.21834/ebpj.v7isi7

Ajlee. (2024). Modern Malaysian fashion: a fusion of tradition and contemporary trends ajleeblog. Ajleeblog. https://ajlee.blog/modern-malaysian-fashion-a-fusion-oftradition-and-contemporary-trends/

Aljuhmani, H.Y., Elrehail, H., Bayram, P. and Samarah, T. (2023). Linking social media marketing efforts with customer brand engagement in driving brand loyalty. Asia Pacific Journal of Marketing and Logistics, 35(7), 1719-1738. https://doi.org/10.1108/APJML-08-2021-0627

Alruwaie, M., El-Haddadeh, R., & Weerakkody, V. (2020). Citizens' continuous use of eGovernment services: the role of self-efficacy, outcome expectations and satisfaction. Government Information Quarterly, 37(3), 101485.

Alkharabsheh, O. H. M., & Zhen, B. H. (2021). The impact of content marketing, social media marketing, and online convenience on consumer buying decision process. CoMBInES - Conference on Management, Business, Innovation, Education and Social Sciences, 1(1), 1823-1834. https://journal.uib.ac.id/index.php/combines/article/download/4723/1408

Anas, A. M., Abdou, A. H., Hassan, T. H., Alrefae, W. M. M., Daradkeh, F. M., El-Amin, M. a. M., Kegour, A. B. A., & Alboray, H. M. M. (2023). Satisfaction on the driving seat: exploring the influence of social media marketing activities on followers' purchase intention in the restaurant industry context. Sustainability, 15(9), 7207. https://doi.org/10.3390/su15097207

Are, C. (2021). The Shadowban Cycle: an autoethnography of pole dancing, nudity and censorship on Instagram. Feminist Media Studies, 22(8), 2002-2019. https://doi.org/10.1080/14680777.2021.1928259

Arjang, A., Utami, E. Y., & Redjeki, F. (2024). Utilization of social media and online platforms in improving customer engagement of fashion SMEs in Bali. West Science Business and Management, 2(01), 29-36. https://doi.org/10.58812/wsbm.v2i01.698

Azemi, Y., Ozuem, W., Wiid, R., & Hobson, A. (2022). Luxury fashion brand customers' perceptions of mobile marketing: evidence of multiple communications and marketing channels. Journal of Retailing and Consumer Services, 66, 102944. https://doi.org/10.1016/j.jretconser.2022.102944

Al-Adwan, A. S., Albelbisi, N. A., Aladwan, S. H., Horani, O., Al-Madadha, A., & Al Khasawneh, M. H. (2020). Investigating the impact of social media use on student's perception of academic performance in higher education: evidence from Jordan. Journal of Information Technology Education: Research, 19, 953-975.

Al-Amin, M., Arefin, M., Sultana, N., Islam, M., Jahan, I. and Akhtar, A. (2021). Evaluating the customers' dining attitudes, e-satisfaction and continuance intention toward mobile food ordering apps (MFOAs): evidence from Bangladesh. European Journal of Management and Business Economics, 30(2), 211-229.

Aero Leads (2024). Top fashion companies in Malaysia. https://aeroleads.com/list/top-fashion-companies-in-malaysia.

Barari, M., Ross, M., Thaichon, S., & Surachartkumtonkun, J. (2021). A meta-analysis of customer engagement behaviour. International Journal of Consumer Studies, 45(4), 457-477.

Barnhart, B. (2021). The most important Instagram statistics you need to know for 2021. Sprout Social. https://sproutsocial.com/insights/instagram-stats/

Berbegal-Mirabent, J., & Caballero, X. (2023). Winning post strategies that generate engagement: a QCA approach. Berbegal-Mirabent | Intangible Capital. https://www.intangiblecapital.org/index.php/ic/article/view/2267/836.

Bernadus, M., Kindangen, P., & Tielung, M. V. J. (2023). The effect of social media marketing on brand equity and consumer response in luxury fashion brand. Deleted Journal, 11(3), 1099-1108. https://doi.org/10.35794/emba.v11i3.50295

Bevan-Dye, A., & Motaung, L. G. (2023). Ascertaining the antecedents of Generation Y consumers' perceived utility of celebrity influencers' fashion content on Instagram and consequent fashion brand predispositions and purchase intentions. Innovative Marketing, 19(4), 81-94. https://doi.org/10.21511/im.19(4).2023.07.

Bonilla-Quijada, M., Del Olmo, J. L., Andreu, D., & Ripoll, J. (2023). Customer engagement on Instagram for luxury fashion brands: an empirical comparative analysis. Cogent Social Sciences, 9(1), 2235169. https://doi.org/10.1080/23311886.2023.2235169

Bonilla-Quijada, M., Del Olmo-Arriaga, J. L., Domingo, D. A., & Ripoll-I-Alcon, J. (2024). Fast fashion consumer engagement on Instagram: a case study. Cogent Business & Management, 11(1), 2322111. https://doi.org/10.1080/23311975.2024.2322111

Bozkurt, S., Gligor, D. M., & Babin, B. J. (2021). The role of perceived firm social media interactivity in facilitating customer engagement behaviors. European Journal of Marketing, 55(4), 995-1022.

Brambilla, M., Badrizadeh, H., Mohammadi, N. M., & Sabet, A. J. (2022). Analyzing brand awareness strategies on social media in the luxury market: the case of Italian fashion on Instagram. Digital, 3(1), 1-17. https://doi.org/10.3390/digital3010001

Bhattacherjee, A. (2001). Understanding information systems continuance: an expectation-confirmation model. MIS Quarterly, 25, 351-370.doi:10.2307/3250921

Carlson, J., Rahman, M., Voola, R., & De Vries, N. (2018). Customer engagement behaviors in social media: capturing innovation opportunities. Journal of Services Marketing, 32(1), 83-94. https://doi.org/10.1108/jsm-02-2017-0059

Casalo, L. V., Flavian, C., & Ibanez-Sanchez, S. (2021). Be creative, my friend! Engaging users on Instagram by promoting positive emotions. Journal of Business Research, 130, 416-425. https://doi.org/10.1016/j.jbusres.2020.02.014

Castillo-Abdul, B., Perez-Escoda, A., & Nunez-Barriopedro, E. (2022). Promoting social media engagement via branded content communication: a fashion brands study on Instagram. Media and Communication, 10(1), 185-197. https://doi.org/10.17645/mac.v10i1.4728

Chambhare, R., & Anute, N. (2022). Social media marketing strategies adopted by fashion brands. International Journal of Research Publication and Reviews, 3(8), 132-138. https://doi.org/10.55248/gengpi.2022.3.8.6

Chandra, M. Y. (2023). The Impact of infographics on digital marketing campaigns: strengthening brand communication and reputation. Journal Research of Social Science Economics and Management, 2(12), 2803-2811. https://doi.org/10.59141/jrssem.v2i12.499

Chatterjee, S., & Kar, A. K. (2020). Why do small and medium enterprises use social media marketing and what is the impact: empirical insights from India. International Journal of Information Management, 53, 102103. https://doi.org/10.1016/j.ijinfomgt.2020.102103

Chen, L., Gao, H., Memon, H., Liu, C., Yan, X., & Li, L. (2024). Influence mechanism of content marketing for fashion brand culture on consumers' purchase intention based on information adoption theory. SAGE Open, 14(2). https://doi.org/10.1177/21582440241253991

Cheong, B. (2022). FashionValet's closure comes as a surprise, here's why it happened. The Star. https://www.thestar.com.my/lifestyle/style/2022/07/28/fashion-valet039s-closure-issurprising-here039s-why-it-happened

Cheung, M. L., Pires, G. D., Rosenberger, P. J., III, & De Oliveira, M. J. (2020a). Driving COBRAs: the power of social media marketing. Marketing Intelligence & Planning, 39(3), 361-376. https://doi.org/10.1108/mip-11-2019-0583

Cheung, M. L., Pires, G. D., Rosenberger, P. J., Leung, W. K., & Ting, H. (2020b). Investigating the role of social media marketing on value co-creation and engagement: an empirical study in China and Hong Kong. Australasian Marketing Journal (AMJ), 29(2), 118-131. https://doi.org/10.1016/j.ausmj.2020.03.006

Christanto, H. J., Sutresno, S. A., Simi, V. S., Dewi, C. H. R. I. S. T. I. N. E., & Dai, G. U. O. W. E. I. (2023). Analysis of game theory in marketing strategies of Tiktok and Instagram. Journal of Theoretical and Applied Information Technology, 101(22), 7100-7109.

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.

Dangelico, R. M., Alvino, L., & Fraccascia, L. (2022). Investigating the antecedents of consumer behavioral intention for sustainable fashion products: Evidence from a large survey of Italian consumers. Technological Forecasting and Social Change, 185, 122010. https://doi.org/10.1016/j.techfore.2022.122010

De Bellis, E., & Johar, G. V. (2020). Autonomous shopping systems: identifying and overcoming barriers to consumer adoption. Journal of Retailing, 96(1), 74-87. https://doi.org/10.1016/j.jretai.2019.12.004

Dwivedi, et al. (2020). Setting the future of digital and social media marketing research: perspectives and research propositions. International Journal of Information Management, 59, 102168. https://doi.org/10.1016/j.ijinfomgt.2020.102168

Er, M., & Wardati, N. K. (2020). The impact of social media functionality and strategy alignment to small and medium enterprises (SMEs) performance: a case study in Garment SME in East Java. Asia Pacific Journal of Information Systems, 30(3), 568-589. https://doi.org/10.14329/apjis.2020.30.3.568

Ershov, D., & Mitchell, M. (2020). The effects of influencer advertising disclosure regulations: evidence from Instagram. Proceedings of the 21st ACM Conference on Economics and Computation, 695-696. https://doi.org/10.1145/3391403.3399477

Felix, A., & Rembulan, G. D. (2023). Analysis of key factors for improved customer experience, engagement, and loyalty in the e-commerce industry in Indonesia. Aptisi Transactions on Technopreneurship (ATT), 5(2sp), 196-208. https://doi.org/10.34306/att.v5i2sp.350

Fetais, A. H., Algharabat, R. S., Aljafari, A., & Rana, N. P. (2022). Do social media marketing activities improve brand loyalty? An empirical study on luxury fashion brands. Information Systems Frontiers, 25, 795-817. https://doi.org/10.1007/s10796-022-10264-7

Fonseka, M. a. S. S. (2024). Influence of social media marketing on perceived brand equity of fashion brands in Sri Lanka. Sri Lanka Journal of Marketing, 9(3), 119-154. https://doi.org/10.4038/sljmuok.v9i3.152

Gao, M., & Huang, L. (2021). Quality of channel integration and customer loyalty in omnichannel retailing: the mediating role of customer engagement and relationship program receptiveness. Journal of Retailing and Consumer Services, 63, 102688. https://doi.org/10.1016/j.jretconser.2021.102688

Gonda, G., Gorgenyi-Hegyes, E., Nathan, R. J., & Fekete-Farkas, M. (2020). Competitive factors of fashion retail sector with special focus on SMEs. Economies, 8(4), 95. https://doi.org/10.3390/economies8040095

Grover, P., & Kar, A. K. (2020). User engagement for mobile payment service providers: introducing the social media engagement model. Journal of Retailing and Consumer Services, 53. 101718. https://doi.org/10.1016/j.jretconser.2018.12.002

Hasibuan, A. Q. R. (2024). Perception of social media use on home industry product promotion: expectations-confirmation theory (ECT) perspective. UPI YPTK Journal of Business and Economics, 9(1), 37-41.

Hao, J., Wang, B., & Zhao, W. (2024). Communication, operation logic, and marketing of fast fashion brands in China in the new media era: take Urban Revivo as an example. Highlights in Business Economics and Management, 27, 156-164. https://doi.org/10.54097/0xh4rv80

Hidayat, R., & Rohana, T. (2019, March). The perception on technology acceptance to the behaviors on the use of social media for marketing and its implications on the turnover of creative industry MSMEs in villages. Journal of Physics: Conference Series, 1175(1), 012216

Hartanti, M., Halim, E. A., Setyoningrum, Y., Royandi, Y., & Putri, A. W. A. (2023). Interpretations of Sumbanese Ikat by Instagram influencers. Jurnal Komunikasi:Malaysian Journal of Communication, 39 (4). 104-125. https://ejournal.ukm.my/mjc/article/view/59207/14643

Hassani, M. A. K. (2020). How can digital marketing help in building brand differentiation? ResearchGate. https://www.researchgate.net/publication/352007335_How_can_digital_marketing_help_in_building_brand_differentiation

Ilmi, S. H., Harianto, E., Mas'ud, R., & Azizurrohman, M. (2023). Does digital marketing based on brand image and brand trust affect purchase decisions in the fashion industry 4.0? Jurnal Aplikasi Manajemen, 21(3), 553-566. https://doi.org/10.21776/ub.jam.2023.021.03.01

Iqbal, Q., Ahmad, N. H., & Halim, H. A. (2020). Insights on entrepreneurial bricolage and frugal innovation for sustainable performance. Business Strategy and Development, 4, 237-245. https://doi.org/10.1002/bsd2.147

Ishola, A. I. (2022). Influencer marketing as exploitation of customers for business performance. International Journal of Science and Technology, 8(1), 52-70.

Jacobson, J., Gruzd, A., & Hernandez-Garcia, A. (2020). Social media marketing: who is watching the watchers? Journal of retailing and consumer services, 53, 101774.

Jalantina, D. I. K., & Minarsih, M. M. (2021). Meningkatnya repeat purchase dengan content marketing dan brand performance melalui customer engagement pada konsumen produk fashion merek Uniqlo. Ekonomi Keuangan Investasi Dan Syariah (EKUITAS), 3(2), 251-262. https://doi.org/10.47065/ekuitas.v3i2.1160

Jawaid, M., & Rajadurai, K. G. (2021). The effect of social media marketing on customer loyalty amongst university students: evidence from the fashion industry in Kuala Lumpur. Journal Of Content Community and Communication, 13(7), 66-81. https://doi.org/10.31620/jccc.06.21

Jeswani, R. (2023). The role and importance of social media marketing in brand building. Irish Interdisciplinary Journal of Science & Research, 07(04), 01-09. https://doi.org/10.46759/iijsr.2023.7401

Jokila, J. (2021). Digital marketing plan case: Bitumipojat Oy. Bachelor Thesis, Tampere University of Applied Science.

Juliawan, A. T., Hati, N. P., Yuniarty, N., & Bismo, A. (2023). the influence of social media marketing elements on consumer brand engagement and its impact on brand awareness and brand image. 4th International Conference on Data Analytics for Business and Industry (ICDABI), Bahrain, 2023, pp. 448-453. https://doi.org/10.1109/icdabi60145.2023.10629362

Kafadar, H. (2022). Social Media Marketing: A literature review on the example of Instagram. Guncel Pazarlama Yaklasimlari ve Arastirmalari Dergisi, 3(2), 135-144.

Kartikajati, F., Sunarta, S., & Sarji, S. (2023). Strategies to improve brand awareness through digital marketing on instagram to boost sales of Tikacollectionid fashion products. IJEBD (International Journal of Entrepreneurship and Business Development), 6(6), 1121-1129. https://doi.org/10.29138/ijebd.v6i6.2577

Khan, I., Fatma, M., Shamim, A., Joshi, Y., Rahman, Z. (2020). Gender, loyalty card membership, age, and critical incident recovery: do they moderate experience- loyalty relationship? International Journal of Hospitality Management, 89, 102408.

Khoa, B. T. (2020). The antecedents of relationship marketing and customer loyalty: a case of the designed fashion product. Journal of Asian Finance Economics and Business, 7(2), 195-204. https://doi.org/10.13106/jafeb.2020.vol7.no2.195

Kim, B., Hong, S., & Lee, H. (2021). Brand communities on Instagram: exploring Fortune 500 companies' Instagram communication practices. International Journal of Strategic Communication, 15(3), 177-192. https://doi.org/10.1080/1553118x.2020.1867556

Khayer, A., Bao, Y., & Nguyen, B. (2020). Understanding cloud computing success and its impact on firm performance: an integrated approach. Industrial Management & Data Systems, 120(5), 963-985

Lee, Z.W.Y., Chan, T.K.H., Chong, A.Y.L., Thadani, D.R (2019). Customer engagement through omnichannel retailing: the effects of channel integration quality. Industrial Marketing Management, 77, 90-101. https://doi.org/10.1016/j.indmarman.2018.12.004

Liu, S., Perry, P., & Gadzinski, G. (2018). The implications of digital marketing on WeChat for luxury fashion brands in China. Journal of Brand Management, 26(4), 395-409. https://doi.org/10.1057/s41262-018-0140-2

Mahmoud, A. B., Hack-Polay, D., Grigoriou, N., Mohr, I., & Fuxman, L. (2021). A generational investigation and sentiment and emotion analyses of female fashion brand users on Instagram in Sub-Saharan Africa. Journal of Brand Management, 28(5), 526-544. https://doi.org/10.1057/s41262-021-00244-8

Mayasari, I., Haryanto, H. C., Hutagaol, O. D., Ramadhan, A. R., & Amir, I. (2023). Examining the role of social media marketing on brand love and its impact on brand centrality: The study of local fashion brands for the Millennials. Journal of Indonesian Economy and Business, 38(2), 147-165. https://doi.org/10.22146/jieb.v38i2.5364

McKinsey, Deloitte Group. (2019). The state of fashion 2019: an 'urgent awakening' for the industry. Business of Fashion. https://www.mckinsey.com/~/media/mckinsey/industries/retail/our%20insights/fashion%20on%20demand/the-state-of-fashion-2019.pdf

Mohammad, J., Quoquab, F., Thurasamy, R., & Alolayyan, M. N. (2020). The effect of user-generated content quality on brand engagement: the mediating role of functional and emotional values. Journal of Electronic Commerce Research, 21(1), 39-55.

Moses, O., & Sarah, B. (2023). The impact of social media on small-scale businesses in Ghana: a case of fashion brand marketing and promotion in Sunyani Municipality. American Journal of Art and Design, 8(3), 82-86. https://doi.org/10.11648/j.ajad.20230803

Muhsina, K., & Mou, T. A. (2023). Catalysts of customer loyalty: analyzing the interplay between social media marketing, perceived service quality, satisfaction, and brand value in the fashion industry of Bangladesh. International Journal for Multidisciplinary Research, 5(4), 1-11. https://doi.org/10.36948/ijfmr.2023.v05i04.5674

Mehrabioun, M. (2024). A multi-theoretical view on social media continuance intention: combining theory of planned behavior, expectation-confirmation model and consumption values. Digital Business, 4(1), 100070.

Musiyiwa, R., & Jacobson, J. (2023). Sponsorship disclosure in social media influencer marketing: the algorithmic and non-algorithmic barriers. Social Media + Society, 9(3). https://doi.org/10.1177/20563051231196870

Mutmainah, N., & Romadhon, M. R. (2023). Influence of halal lifestyle, Islamic branding, and social media marketing on Muslim fashion purchasing decisions. Airlangga Journal of Innovation Management, 4(2), 158-171. https://doi.org/10.20473/ajim.v4i2.49714

Najla, T., & Belgiawan, P. F. (2023). Proposed marketing strategy for fashion and accessories brand to increase brand awareness and sales performance (case study: carbon is lyfe). International Journal of Current Science Research and Review, 06(1), 224-228. https://doi.org/10.47191/ijcsrr/v6-i1-23

Oliver, R. L. (1980). A cognitive model for the antecedents and consequences of satisfaction. Journal of Marketing Research, 17, 460-469. doi:10.2307/3150499

Ognibene, D., Donabauer, G., Theophilou, E., Bursic, S., Lomonaco, F., Wilkens, R., Hernandez-Leo, D., & Kruschwitz, U. (2023). Moving beyond benchmarks and competitions: towards addressing social media challenges in an educational context. DatenbankSpektrum, 23(1), 27-39. https://doi.org/10.1007/s13222-023-00436-3

Park, H., & Jiang, Y. (2020). A human touch and content matter for consumer engagement on social media. Corporate Communications an International Journal, 26(3), 501-520. https://doi.org/10.1108/ccij-01-2020-0033

Patma, T. S., Wardana, L. W., Wibowo, A., Narmaditya, B. S., & Akbarina, F. (2021). The impact of social media marketing for Indonesian SMEs sustainability: lesson from COVID-19 pandemic. Cogent Business & Management, 8(1), 1953679. https://doi.org/10.1080/23311975.2021.1953679

Prameswari, C. (2022). The influence of social media marketing towards fast fashion brands. Jurnal Entrepreneur Dan Entrepreneurship, 11(2), 125-138. https://doi.org/10.37715/jee.v11i2.3092

Prianka, D. (2021). Instagram brand activation for fashion start ups with experiential marketing. Teknologi Dan Kejuruan Jurnal Teknologi Kejuruan Dan Pengajarannya, 44(1), 10-20. https://doi.org/10.17977/um031v44i12021p10-20

Paramita, E. L. (2023). Measuring consumer's attitude towards fast-fashion brand social media marketing: case in Indonesia. International Journal of Business and Technology Management, 5(1), 55-62.

Puspaningrum, A. (2020). Market orientation, competitive advantage and marketing performance of small medium Enterprises (SMEs). Journal of Economics Business and Accountancy Ventura, 23(1), 19-27. https://doi.org/10.14414/jebav.v23i1.1847

Quan, N. H., Chi, N. T. K., Nhung, D. T. H., Ngan, N. T. K., & Phong, L. T. (2020). The influence of website brand equity, e-brand experience on e-loyalty: The mediating role of esatisfaction. Management Science Letters, 10, 63-76. https://doi.org/10.5267/j.msl.2019.8.015

Raheem, M., & Tang, R. (2023). The impact of Instagram marketing on sale in the fashion industry. Journal of Applied Technology and Innovation, 7(2), 29-44.

Rahmawati, N., & Hidayati, N. (2023). Exploring Gen Z social media marketing engagement on brand experience, brand equity, and brand trust: the context of Muslim Fashion. Jurnal Manajemen Teori Dan Terapan | Journal of Theory and Applied Management, 16(3), 656-670. https://doi.org/10.20473/jmtt.v16i3.48761

Rasty, F., Mirghafoori, S. H., Ardekani, S. S., & Ajdari, P. (2020). Trust barriers to online shopping: investigating and prioritizing trust barriers in an intuitionistic fuzzy environment. International Journal of Consumer Studies, 45(5), 1030-1046. https://doi.org/10.1111/ijcs.12629

R-Mag. (2024). Breaking Boundaries: Rise of the 10 most popular clothing brands in Malaysia. RMAG. https://the-rmag.com/10-most-popular-clothing-brands-in-malaysia/.

Rungruangjit, W., & Charoenpornpanichkul, K. (2022). Building stronger brand evangelism for sustainable marketing through micro-influencer-generated content on Instagram in the fashion industry. Sustainability, 14(23), 1577.

Sang, V. M., Tran, N. M., Duyen, H. M., Vi, L. T., Vi, N. G. B., & Thao, P. T. P. (2023). The impact of social media marketing on brand awareness and purchase intention: case study of Vietnam's domestic fashion brands. KnE Social Sciences, 8(20), 555-572. https://doi.org/10.18502/kss.v8i20.14625

Salam, M. T., Imtiaz, H., & Burhan, M. (2021). The perceptions of SME retailers towards the usage of social media marketing amid COVID-19 crisis. Journal of Entrepreneurship in Emerging Economies, 13(4), 588-605.

Senyapar, H. N. D., Colak, I., & Bayindir, R. (2024, May). Smart grid customer engagement: impactful marketing initiatives in the modern energy landscape. In 2024 12th International Conference on Smart Grid (icSmartGrid) (pp. 238-244). IEEE.

Shandy, V. M., Mulyana, A., & Harsanto, B. (2023). Social media richness, brand equity, and business performance: an empirical analysis of food and beverage SMEs. Cogent Business & Management, 10(2), 2244211. https://doi.org/10.1080/23311975.2023.2244211

Sharabati, A. A., Ali, A. a. A., Allahham, M. I., Hussein, A. A., Alheet, A. F., & Mohammad, A. S. (2024). The impact of digital marketing on the performance of SMEs: an analytical study in light of modern digital transformations. Sustainability, 16(19), 8667. https://doi.org/10.3390/su16198667

Syaifullah, J., Syaifudin, M., Sukendar, M. U., & Junaedi, J. (2021). Social media marketing and business performance of MSMEs during the COVID-19 pandemic. Journal of Asian Finance Economics and Business, 8(2), 523-531. https://doi.org/10.13106/jafeb.2021.vol8.no2.0523

Sharma, S., Singh, S., Kujur, F., & Das, G. (2020). Social media activities and its influence on customer-brand relationship: an empirical study of apparel retailers' activity in India. Journal of Theoretical and Applied Electronic Commerce Research, 16(4), 602-617; https://doi.org/10.3390/jtaer16040036

Shawky, S., Kubacki, K., Dietrich, T., & Weaven, S. (2020). A dynamic framework for managing customer engagement on social media. Journal of Business Research, 121, 567-577. https://doi.org/10.1016/j.jbusres.2020.03.030.

Sirvi, R., Ramu, G. R., Revelli, V., Kumar, G. S., & Pattnaik, C. S. (2021). The role of ecommerce on customer engagement. International Journal of Scientific Development and Research, 6(2), 319-324.

Sukma, N., & Leelasantitham, A. (2022). Understanding online behavior towards community water user participation: A perspective of a developing country. PLoS ONE, 17(7), e0270137. https://doi.org/10.1371/journal.pone.0270137

Sukmadewi, R., Chan, A., Suryadipura, D., & Suwandi, I. (2023). Analysis of technology acceptance model for using social media apps in cooperatives. Review of Integrative Business and Economics Research, 12(2), 182-193.

Sritanakorn, M., & Nuangjamnong, C. (2021). The factors affecting consumer traits, online marketing tools in impulsive buying behavior of online fashion stores, Bangkok Thailand. AUGSB e-JOURNAL, 14(1), 3-16. https://doi.org/10.14456/augsbejr.2021.1

Statista. (2021). Instagram users worldwide 2023 | Statista. EMarketer. https://www.statista.com/statistics/183585/instagram-number-of-global-users/

Subagja, A. D., Ausat, A. M. A., & Suherlan, S. (2022). The role of social media utilization and innovativeness on SMEs performance. JURNAL IPTEKKOM Jurnal Ilmu Pengetahuan & Teknologi Informasi, 24(2), 85-102. https://doi.org/10.17933/iptekkom.24.2.2022.85-102

Tajvidi, M., Richard, M., Wang, Y., & Hajli, N. (2018). Brand co-creation through social commerce information sharing: The role of social media. Journal of Business Research, 121, 476-486. https://doi.org/10.1016/j.jbusres.2018.06.008

Tarmizi, S. N. A. M. (2021). Business-to-consumer (B2C) e-commerce success of fashion industry in Malaysia. Master's thesis. Universiti Utara Malaysia, https://etd.uum.edu.my/id/eprint/9944

Trawnih, A., Yaseen, H., Al-Adwan, A. S., Alsoud, R., & Jaber, O. A. (2021). Factors influencing social media adoption among smes during COVID-19 crisis. Journal of Management Information and Decision Sciences, 24(6), 1-18.

Thakur, R. (2019). The moderating role of customer engagement experiences in customer satisfaction-loyalty relationship. European Journal of Marketing, 53(7), 1278-1310. https://doi.org/10.1108/EJM-11-2017-0895.

Hazim, A, (2022). Lower consumer spending poses challenge for local fashion industry. The Malaysian Reserve. https://themalaysianreserve.com/2022/05/18/lowerconsumer-spending-poses-challenge-for-local-fashion-industry/

The Malaysian Reserve. (2024). Khazanah, PNB lost RM43m in FashionValet sale. News. https://themalaysianreserve.com/2024/10/29/khazanah-pnb-lost-rm43m-in-fashionvalet-sale/.

Tsvetkova, R. (2023). 99 Amazing social media statistics and facts. Brandwatch. https://www.brandwatch.com/blog/amazing-social-media-statistics-and-facts/.

Van, T. T. H., & Fah, C. T. (2022). Social media marketing and its influence on brand loyalty towards fast fashion brands among Vietnamese millennials. Eurasian Journal of Social Sciences, 10(4), 204-225. https://doi.org/10.15604/ejss.2022.10.04.001

Vidyanata, D., Irmal, I., Hanika, I. M., Kusuma, R. C. S. D., & Seseli, E. M. (2024). Analysis of generation Z's social media marketing activities relations on brand equity: context on fashion products. Sultanist Jurnal Manajemen Dan Keuangan, 12(1), 67-79. https://doi.org/10.37403/sultanist.v12i1.574

Vladimirova, K., Henninger, C. E., Alosaimi, S. I., Brydges, T., Choopani, H., Hanlon, M., Iran, S., McCormick, H., & Zhou, S. (2023). Exploring the influence of social media on sustainable fashion consumption: a systematic literature review and future research agenda. Journal of Global Fashion Marketing, 15(2), 181-202. https://doi.org/10.1080/20932685.2023.2237978

Wood, S., Watson, I., & Teller, C. (2021). Pricing in online fashion retailing: implications for research and practice. Journal of Marketing Management, 37(11-12), 1219-1242. https://doi.org/10.1080/0267257x.2021.1900334

Wang, W., Chen, R.R., Ou, C.X. and Ren, S.J. (2019). Media or message, which is the king in social commerce? an empirical study of participants' intention to repost marketing messages on social media, Computers in Human Behavior, 93, 176-191.

Wu, J.H. and Wang, S.C. (2005). What drives mobile commerce? An empirical evaluation of the revised technology acceptance model. Information and Management, 42(5), 719-729.

Wu, Y., & Yang, C. (2024). Analysis of fast fashion brand marketing innovation strategy - taking SHEIN as an example. SHS Web of Conferences, 193, 01030. https://doi.org/10.1051/shsconf/202419301030

Yong, S. M. (2023). 4th industry revolution digital marketing adoption challenges in SMEs and its effect on customer responsiveness. Information Management and Business Review, 15(2(I)SI), 152-172. https://doi.org/10.22610/imbr.v15i2(i)si.3429

Yunus, A., Yusof, T. A., & Ibrahim, J. (2024). Khazanah, PNB sold FashionValet stakes at a loss of RM43.9mil, says Finance Ministry. The Star. https://www.thestar.com.my/news/nation/2024/10/29/khazanah-pnb-sold-fashionvalet-stakesat-a-loss-of-rm439mil-says-finance-ministry