Main Article Content
Abstract
Introduction
Influencer marketing on social media has gained widespread attention for its ability to enhance promotional effectiveness by leveraging the authenticity and credibility of influencers. However, concerns about transparency, especially related to sponsorship disclosures, along with the credibility of influencers and businesses—particularly micro, small, and medium enterprises (MSMEs)—require deeper investigation, especially in emerging local markets.
Objectives
This study investigates how sponsorship disclosure (explicit, implicit, or none), influencer credibility, and MSME credibility affect consumer perceptions and promotional effectiveness on social media. Additionally, the study examines the mediating role of consumer trust in these relationships within the context of MSMEs in Palopo City.
Method
A quantitative approach utilizing a structured survey was employed. Data were collected from 133 active social media users in Palopo City who had experience interacting with influencer promotional content. Structural Equation Modeling (SEM) through SmartPLS software was used to analyze both direct and indirect effects among the study variables.
Results
Findings revealed that influencer credibility exhibited the strongest positive influence on promotional effectiveness, followed by MSME credibility and explicit sponsorship disclosure. Consumer trust significantly mediated these relationships, enhancing the overall impact of sponsorship disclosure, influencer credibility, and MSME credibility on promotional effectiveness.
Implications
The results underscore the importance for MSMEs to collaborate strategically with credible influencers and maintain transparency in sponsorship disclosures. Such practices can substantially increase consumer trust and, consequently, the effectiveness of promotional campaigns. Additionally, these findings highlight the necessity of regulatory support for transparent advertising practices.
Originality/Novelty
This research extends existing literature by exploring influencer marketing dynamics within a local MSME context, specifically examining how transparency in sponsorship disclosure, coupled with influencer and MSME credibility, influence promotional outcomes through consumer trust.
Keywords
Article Details
Copyright (c) 2025 Nur Hayani, Ahmad Syarief Iskandar, Ishak Ishak

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References
Alduraiban, K. (2022). Influencer marketing as an approach to promote women-owned micro-, small, and medium-sized enterprises (MSMEs): Kuwaiti women’s perspective. Journal of Hunan University Natural Sciences, 49(6), Article 6. https://jonuns.com/index.php/journal/article/view/1090
DOI: https://doi.org/10.55463/issn.1674-2974.49.6.9Alfiana, N. (2023). Islamic business ethics of small industries in Blitar District. Indonesian Economic Review, 3(2), 40–43. https://doi.org/10.53787/iconev.v3i2.29
DOI: https://doi.org/10.53787/iconev.v3i2.29Armen, A., & Herjanto, T. (2023). Exploring ethical business practices in sustainable digital marketing for MSMEs. Jurnal Manuhara : Pusat Penelitian Ilmu Manajemen Dan Bisnis, 1(3), 367–378. https://doi.org/10.61132/manuhara.v1i3.856
DOI: https://doi.org/10.61132/manuhara.v1i3.856Azmat, S., Ali, H., Brown, K., & Skully, M. (2021). Persuasion in Islamic finance. Australian Journal of Management, 46(2), 272–286. https://doi.org/10.1177/0312896220926556
DOI: https://doi.org/10.1177/0312896220926556Baghel, D. (2024). Influencer authenticity as a catalyst for brand trust: Analyzing its impact on consumer perception. ShodhKosh: Journal of Visual and Performing Arts, 5(6), 2732–2745. https://doi.org/10.29121/shodhkosh.v5.i1.2024.3329
DOI: https://doi.org/10.29121/shodhkosh.v5.i6.2024.3329Begum, A. (2021). The concept of advertisement: An Islamic perceptive. Unisia, 39(1), Article 1. https://doi.org/10.20885/unisia.vol39.iss1.art2
DOI: https://doi.org/10.20885/unisia.vol39.iss1.art2Boerman, S. C., Van Reijmersdal, E. A., & Neijens, P. C. (2013). Appreciation and effects of sponsorship disclosure. In S. Rosengren, M. Dahlén, & S. Okazaki (Eds.), Advances in advertising research (Vol. IV): The changing roles of advertising (pp. 273–284). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-02365-2_21
DOI: https://doi.org/10.1007/978-3-658-02365-2_21Boerman, S. C., Van Reijmersdal, E. A., & Neijens, P. C. (2014). Effects of sponsorship disclosure timing on the processing of sponsored content: A study on the effectiveness of European disclosure regulations. Psychology & Marketing, 31(3), 214–224. https://doi.org/10.1002/mar.20688
DOI: https://doi.org/10.1002/mar.20688Bogoevska-Gavrilova, I., & Ciunova-Shuleska, A. (2024). Decoding source credibility: How it influences trust in informative brand-related content and customer purchase intentions. Economic and Business Trends Shaping the Future, 18–22. https://doi.org/10.47063/EBTSF.2024.0002
DOI: https://doi.org/10.47063/EBTSF.2024.0002Bu, Y., Parkinson, J., & Thaichon, P. (2022). Influencer marketing: Sponsorship disclosure and value co-creation behaviour. Marketing Intelligence & Planning, 40(7), 854–870. https://doi.org/10.1108/MIP-09-2021-0310
DOI: https://doi.org/10.1108/MIP-09-2021-0310Cao, Z., & Belo, R. (2024). Effects of explicit sponsorship disclosure on user engagement in social media influencer marketing. MIS Quarterly, 48(1), 375–392. https://doi.org/10.25300/MISQ/2023/17944
DOI: https://doi.org/10.25300/MISQ/2023/17944Chaudhuri, A., & Holbrook, M. B. (2001). The chain of effects from brand trust and brand affect to brand performance: The role of brand loyalty. Journal of Marketing, 65(2), 81–93. https://doi.org/10.1509/jmkg.65.2.81.18255
DOI: https://doi.org/10.1509/jmkg.65.2.81.18255Chin, W. W. (1998). The partial least squares approach for structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Lawrence Erlbaum Associates Publishers.
Chong, W. K., & Patwa, N. (2023). The value of integrity: Empowering SMEs with ethical marketing communication. Sustainability, 15(15), 11673. https://doi.org/10.3390/su151511673
DOI: https://doi.org/10.3390/su151511673Chung, Y. J., Lee, S. S., & Kim, E. (2023). The effects of influencer types and sponsorship disclosure in Instagram sponsored posts. Journal of Current Issues & Research in Advertising, 44(2), 193–211. https://doi.org/10.1080/10641734.2022.2155891
DOI: https://doi.org/10.1080/10641734.2022.2155891Crnjak-Karanović, B., Milaković, I. K., & Elez, J. (2023). Which decision-making stages matter more? Influencer’s perceived credibility, sponsorship and moderating role of trust. Young Consumers, 24(6), 649–668. https://doi.org/10.1108/YC-08-2022-1590
DOI: https://doi.org/10.1108/YC-08-2022-1590Cuero-Acosta, Y. A., Amado-Mateus, M., Ricardo Torralba Barreto, D., & Castiblanco-Moreno, S. E. (2023). Reputation based on internal capabilities: The case of small enterprises within the Colombian orange economy. PLOS ONE, 18(6), e0285026. https://doi.org/10.1371/journal.pone.0285026
DOI: https://doi.org/10.1371/journal.pone.0285026De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035
DOI: https://doi.org/10.1080/02650487.2017.1348035Dercy, C., & Santos, Z. R. (2024). Exploring the impact of sponsorship disclosure on consumer purchase intentions in social media marketing. International Journal of Advanced Research, 12(8), 452–466. https://doi.org/10.21474/IJAR01/19272
DOI: https://doi.org/10.21474/IJAR01/19272Ekinci, Y., Dam, S., & Buckle, G. (2025). The dark side of social media influencers: A research agenda for analysing deceptive practices and regulatory challenges. Psychology & Marketing, 42(4), 1201–1214. https://doi.org/10.1002/mar.22173
DOI: https://doi.org/10.1002/mar.22173El-Annan, S. H., & Hassoun, R. (2024). Enhancing consumer trust through transparent data practices and ethical data management in business: In M. D. Lytras, P. Ordonez, A. Alkhaldi, & A. C. Serban (Eds.), Advances in logistics, operations, and management science (pp. 105–148). IGI Global. https://doi.org/10.4018/979-8-3693-8357-5.ch005
DOI: https://doi.org/10.4018/979-8-3693-8357-5.ch005Fattah, A. (2024). Buying and selling from the perspective of the Quran and Hadith. Ipso Jure, 1(10), 40–47. https://doi.org/10.62872/q16rf258
DOI: https://doi.org/10.62872/q16rf258Ghozali, I., & Latan, H. (2016). Partial Least Squares: Konsep, teknik dan aplikasi menggunakan Program SmartPLS 3.0 [Partial Least Squares: Concepts, techniques and applications using the SmartPLS 3.0 Program] (2nd ed.). Badan Penerbit Undip.
Gökerik, M. (2024). Consumer cynicism in influencer marketing: An impact analysis on purchase intention and brand loyalty. İnsan ve Toplum Bilimleri Araştırmaları Dergisi, 13(1), 404–421. https://doi.org/10.15869/itobiad.1422438
DOI: https://doi.org/10.15869/itobiad.1422438Gupta, R. (2024). Impact of influencer marketing on brand perception. IJFMR - International Journal For Multidisciplinary Research, 6(5), 1–8. https://doi.org/10.36948/ijfmr.2024.v06i05.23517
DOI: https://doi.org/10.36948/ijfmr.2024.v06i05.23517Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
DOI: https://doi.org/10.1108/EBR-11-2018-0203Hair, J. F., Sarstedt, M., Hopkins, L., & G. Kuppelwieser, V. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128
DOI: https://doi.org/10.1108/EBR-10-2013-0128Haque, M., Ali, S. Md. S., Dhanraj, N., Bala, R., & Bajaj, V. (2023). Impact of influencer marketing on consumer behavior: An analytical study. Tuijin Jishu/Journal of Propulsion Technology, 44(4), 3160–3166. https://doi.org/10.52783/tjjpt.v44.i4.1410
DOI: https://doi.org/10.52783/tjjpt.v44.i4.1410Heo, J., Kim, S., & Jung, A.-R. (2022). The effects of contextual cues and visual clarity in sponsorship disclosures on the interpretive process: Processing fluency. Journal of Interactive Advertising, 22(3), 223–237. https://doi.org/10.1080/15252019.2022.2099485
DOI: https://doi.org/10.1080/15252019.2022.2099485Ilham S., W., Andriansyah, Y., & Sobirov, B. (2024). Application of Islamic business ethics in online marketplace: A study among Bukalapak users in Yogyakarta, Indonesia. Journal of Islamic Economics Lariba, 10(1), 593–622. https://doi.org/10.20885/jielariba.vol10.iss1.art30
DOI: https://doi.org/10.20885/jielariba.vol10.iss1.art30Iqbal, A., Shahid, H., Sohaib, S., & Abbasi, M. T. (2024). From influence to purchase: Unraveling the impact of influencer credibility, brand-involvement and influencer professionalism on perceived quality and trust-driven purchase intention. Research Journal for Societal Issues, 6(2), 832–851. https://doi.org/10.56976/rjsi.v6i2.265
DOI: https://doi.org/10.56976/rjsi.v6i2.265Janah, N. N., & Yazid, M. (2024). The role of halal certification bodies in ensuring consumer confidence: A multi-site study in Indonesia. Al Ahkam, 20(2), 218–235. https://doi.org/10.37035/ajh.v20i2.11374
DOI: https://doi.org/10.37035/ajh.v20i2.11374Jia, W., Fu, L., & Dai, Y. (2024). Increasing trust in influencer marketing: The effects of sponsorship disclosure and endorser type. Journal of Promotion Management, 30(4), 615–638. https://doi.org/10.1080/10496491.2023.2289925
DOI: https://doi.org/10.1080/10496491.2023.2289925Kadir, A. (2024). Empowering MSMEs through corporate social responsibility: Opportunities and challenges in india. International Journal For Multidisciplinary Research, 6(3), 1–6. https://doi.org/10.36948/ijfmr.2024.v06i03.22132
DOI: https://doi.org/10.36948/ijfmr.2024.v06i03.22132Kakar, O., Aziz, S., Noor, M., Ullah, A., & Shah, I. A. (2024). Impact of influencers marketing on consumers beahvior and purchase intention: Mediating role of influencer credibility. Social Science Review Archives, 2(2), 1381–1392. https://doi.org/10.70670/sra.v2i2.190
DOI: https://doi.org/10.70670/sra.v2i2.190Kusuma, A. D., Zanti, L., Azzahra, W. E., Ramadhani, W. A., & Wismanto, W. (2024). Gharar dalam transaksi ekonomi: Analisis hukum Islam dan implikasinya [Gharar in economic transactions: An analysis of Islamic law and its implications]. Jurnal Kajian Dan Penelitian Umum, 2(6), 140–152. https://doi.org/10.47861/jkpu-nalanda.v2i6.1413
DOI: https://doi.org/10.47861/jkpu-nalanda.v2i6.1413Magbanua, M. I. S. S. M. T., Cubillas, B. J. T. A. A., Nase, R. M., & Satur, K. L. (2024). Authenticity and transparency: Influencers sponsored contents on makeup products towards consumer trust. International Journal of Research in Education Humanities and Commerce, 5(1), 203–218. https://doi.org/10.37602/IJREHC.2024.5117
DOI: https://doi.org/10.37602/IJREHC.2024.5117Mamun, Md. A. A., Strong, C. A., & Azad, Md. A. K. (2021). Islamic marketing: A literature review and research agenda. International Journal of Consumer Studies, 45(5), 964–984. https://doi.org/10.1111/ijcs.12625
DOI: https://doi.org/10.1111/ijcs.12625Mardani, A. D., Evrina, E., & Hartati, B. (2024). Influencer authenticity: Unraveling the impact on modern marketing. Journal of Economic, Bussines and Accounting (COSTING), 7(3), 6430–6435. https://doi.org/10.31539/costing.v7i3.9824
DOI: https://doi.org/10.31539/costing.v7i3.9824Maryati M., D. E., Utami, E. Y., & Elizabeth, R. (2023). The impact of influencer credibility on consumer purchasing decisions: A case study on the fashion industry in Indonesia. West Science Interdisciplinary Studies, 1(9), 871–878. https://doi.org/10.58812/wsis.v1i09.243
DOI: https://doi.org/10.58812/wsis.v1i09.243Melo, I., & Reis, J. L. (2023). The social and financial impact of influencers on brands and consumers. In J. L. Reis, M. K. Peter, J. A. Varela González, & Z. Bogdanović (Eds.), Marketing and smart technologies: Proceedings of ICMarkTech 2022, Volume 2 (pp. 563–574). Springer Nature. https://doi.org/10.1007/978-981-19-9099-1_39
DOI: https://doi.org/10.1007/978-981-19-9099-1_39Minarni, & Asnawi, N. (2022). An analysis of Islamic business ethics in e-wallet in Indonesia with a case study of Go-Pay. Journal of Islamic Economics Lariba, 8(2), 341–356. https://doi.org/10.20885/jielariba.vol8.iss2.art13
DOI: https://doi.org/10.20885/jielariba.vol8.iss2.art13Mohamed, N. N., & Gadiman, N. S. (2024). The influence of YouTube influencer credibility on consumer purchase intention of cosmetic products in Malaysia. International Journal of Academic Research in Economics and Management Sciences, 13(4), 190–200. https://doi.org/10.6007/IJAREMS/v13-i4/23138
DOI: https://doi.org/10.6007/IJAREMS/v13-i4/23138Nuryani, H. S. (2024). Peran brand management terhadap loyalitas konsumen untuk perkembangan usaha mikro kecil menengah (UMKM): Suatu kajian literatur [The role of brand management on consumer loyalty for the development of micro, small and medium enterprises (MSMEs): A literature review]. OPTIMAL Jurnal Ekonomi Dan Manajemen, 4(2), 9–22. https://doi.org/10.55606/optimal.v4i2.3170
DOI: https://doi.org/10.55606/optimal.v4i2.3170Ohanian, R. (1990). Construction and validation of a scale to measure celebrity endorsers’ perceived expertise, trustworthiness, and attractiveness. Journal of Advertising, 19(3), 39–52. https://doi.org/10.1080/00913367.1990.10673191
DOI: https://doi.org/10.1080/00913367.1990.10673191Prasanth, M. N., & Priyan, S. S. (2024). Impact of influencer marketing on consumer purchasing behavior. Shanlax International Journal of Management, 11(S1-Mar), 69–78. https://doi.org/10.34293/management.v11iS1-Mar.8001
DOI: https://doi.org/10.34293/management.v11iS1-Mar.8001Qing, K. T. K., Hui, S. E., & Varun, S. (2024). The impact of social media influencers towards consumers’ attitude. Journal of Business and Social Sciences, 2024, Article 33. https://doi.org/10.61453/jobss.v2024no33
DOI: https://doi.org/10.61453/jobss.v2024no33Rahayu, D., Hartanto, R., Rohayati, I., & Harni, R. (2024). Fraud prevention strategies in Indonesian MSMEs: The significance of honesty and internal control factors. Jurnal Akuntansi, Keuangan, Perpajakan Dan Tata Kelola Perusahaan, 1(4), 427–440. https://doi.org/10.59407/jakpt.v1i4.879
DOI: https://doi.org/10.59407/jakpt.v1i4.879Ringle, C. M., Wende, S., & Becker, J.-M. (2024). SmartPLS 4 [Computer software]. SmartPLS. https://www.smartpls.com/
Scott, D. M. (Ed.). (2015). The new rules of marketing & PR: How to use social media, online video, mobile applications, blogs, news releases, and viral marketing to reach buyers directly. John Wiley & Sons, Inc. https://doi.org/10.1002/9781119172499
DOI: https://doi.org/10.1002/9781119172499Shekhar, P. (2024). Ethical Imperatives in Influencer Marketing: Navigating Transparency, Authenticity, and Consumer Trust. IJFMR - International Journal For Multidisciplinary Research, 6(6), 1–14. https://doi.org/10.36948/ijfmr.2024.v06i06.31758
DOI: https://doi.org/10.36948/ijfmr.2024.v06i06.31758Singh, M., Raj, S. M. A., & Kuntal, D. (2024). A study on “Impact of social media influencer: Marketing on consumer purchase behavior in the context of the Indian audio brand BOAT.” Interantional Journal of Scientific Research in Engineering and Management, 8(6), 1–5. https://doi.org/10.55041/IJSREM35710
DOI: https://doi.org/10.55041/IJSREM35710Solehudin, E., Ahyani, H., & Putra, H. M. (2024). Study on Sharia compliance principles in halal tourism business in Bandung Regency: An implementation of Islamic business ethics principles (professional ethics). Millah: Journal of Religious Studies, 23(1), 39–66. https://doi.org/10.20885/millah.vol23.iss1.art2
DOI: https://doi.org/10.20885/millah.vol23.iss1.art2Sudirman, L., Hutauruk, R. H., Disemadi, H. S., & Agustianto, A. (2024). Beyond likes and follows: Navigating consumer trust and ipr-related risks in influencer marketing. Jurisdictie: Jurnal Hukum Dan Syariah, 15(2), 245–273. https://doi.org/10.18860/j.v15i2.28054
DOI: https://doi.org/10.18860/j.v15i2.28054Turyakira, P. K. (2018). Ethical practices of small and medium-sized enterprises in developing countries: Literature analysis. South African Journal of Economic and Management Sciences, 21(1), Article 1. https://doi.org/10.4102/sajems.v21i1.1756
DOI: https://doi.org/10.4102/sajems.v21i1.1756Van Der Goot, M. J., Van Reijmersdal, E. A., & Zandbergen, S. K. P. (2021). Sponsorship disclosures in online sponsored content: Practitioners’ considerations. Journal of Media Ethics, 36(3), 154–169. https://doi.org/10.1080/23736992.2021.1935962
DOI: https://doi.org/10.1080/23736992.2021.1935962Vivek, R. (2024). The ethical implications of finfluencers Promoting financial products to their followers. Shanlax International Journal of Management, 11(S1-Mar), Article S1-Mar. https://doi.org/10.34293/management.v11iS1-Mar.8043
DOI: https://doi.org/10.34293/management.v11iS1-Mar.8043Wahyudi, M. (2024). The concept of business ethics in Islamic perspective. Jurnal Pendidikan IPS, 14(2), 478–484. https://doi.org/10.37630/jpi.v14i2.2166
DOI: https://doi.org/10.37630/jpi.v14i2.2166Wibowo, R. A. (2023). Dynamics of Islamic consumer behavior and market trends. Advances in Business & Industrial Marketing Research, 1(3), 146–156. https://doi.org/10.60079/abim.v1i3.207
DOI: https://doi.org/10.60079/abim.v1i3.207Woodroof, P. J., Howie, K. M., Syrdal, H. A., & VanMeter, R. (2020). What’s done in the dark will be brought to the light: Effects of influencer transparency on product efficacy and purchase intentions. Journal of Product & Brand Management, 29(5), 675–688. https://doi.org/10.1108/JPBM-05-2019-2362
DOI: https://doi.org/10.1108/JPBM-05-2019-2362Yang, J., & Battocchio, A. F. (2021). Effects of transparent brand communication on perceived brand authenticity and consumer responses. Journal of Product & Brand Management, 30(8), 1176–1193. https://doi.org/10.1108/JPBM-03-2020-2803
DOI: https://doi.org/10.1108/JPBM-03-2020-2803
References
Alduraiban, K. (2022). Influencer marketing as an approach to promote women-owned micro-, small, and medium-sized enterprises (MSMEs): Kuwaiti women’s perspective. Journal of Hunan University Natural Sciences, 49(6), Article 6. https://jonuns.com/index.php/journal/article/view/1090
DOI: https://doi.org/10.55463/issn.1674-2974.49.6.9Alfiana, N. (2023). Islamic business ethics of small industries in Blitar District. Indonesian Economic Review, 3(2), 40–43. https://doi.org/10.53787/iconev.v3i2.29
DOI: https://doi.org/10.53787/iconev.v3i2.29Armen, A., & Herjanto, T. (2023). Exploring ethical business practices in sustainable digital marketing for MSMEs. Jurnal Manuhara : Pusat Penelitian Ilmu Manajemen Dan Bisnis, 1(3), 367–378. https://doi.org/10.61132/manuhara.v1i3.856
DOI: https://doi.org/10.61132/manuhara.v1i3.856Azmat, S., Ali, H., Brown, K., & Skully, M. (2021). Persuasion in Islamic finance. Australian Journal of Management, 46(2), 272–286. https://doi.org/10.1177/0312896220926556
DOI: https://doi.org/10.1177/0312896220926556Baghel, D. (2024). Influencer authenticity as a catalyst for brand trust: Analyzing its impact on consumer perception. ShodhKosh: Journal of Visual and Performing Arts, 5(6), 2732–2745. https://doi.org/10.29121/shodhkosh.v5.i1.2024.3329
DOI: https://doi.org/10.29121/shodhkosh.v5.i6.2024.3329Begum, A. (2021). The concept of advertisement: An Islamic perceptive. Unisia, 39(1), Article 1. https://doi.org/10.20885/unisia.vol39.iss1.art2
DOI: https://doi.org/10.20885/unisia.vol39.iss1.art2Boerman, S. C., Van Reijmersdal, E. A., & Neijens, P. C. (2013). Appreciation and effects of sponsorship disclosure. In S. Rosengren, M. Dahlén, & S. Okazaki (Eds.), Advances in advertising research (Vol. IV): The changing roles of advertising (pp. 273–284). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-02365-2_21
DOI: https://doi.org/10.1007/978-3-658-02365-2_21Boerman, S. C., Van Reijmersdal, E. A., & Neijens, P. C. (2014). Effects of sponsorship disclosure timing on the processing of sponsored content: A study on the effectiveness of European disclosure regulations. Psychology & Marketing, 31(3), 214–224. https://doi.org/10.1002/mar.20688
DOI: https://doi.org/10.1002/mar.20688Bogoevska-Gavrilova, I., & Ciunova-Shuleska, A. (2024). Decoding source credibility: How it influences trust in informative brand-related content and customer purchase intentions. Economic and Business Trends Shaping the Future, 18–22. https://doi.org/10.47063/EBTSF.2024.0002
DOI: https://doi.org/10.47063/EBTSF.2024.0002Bu, Y., Parkinson, J., & Thaichon, P. (2022). Influencer marketing: Sponsorship disclosure and value co-creation behaviour. Marketing Intelligence & Planning, 40(7), 854–870. https://doi.org/10.1108/MIP-09-2021-0310
DOI: https://doi.org/10.1108/MIP-09-2021-0310Cao, Z., & Belo, R. (2024). Effects of explicit sponsorship disclosure on user engagement in social media influencer marketing. MIS Quarterly, 48(1), 375–392. https://doi.org/10.25300/MISQ/2023/17944
DOI: https://doi.org/10.25300/MISQ/2023/17944Chaudhuri, A., & Holbrook, M. B. (2001). The chain of effects from brand trust and brand affect to brand performance: The role of brand loyalty. Journal of Marketing, 65(2), 81–93. https://doi.org/10.1509/jmkg.65.2.81.18255
DOI: https://doi.org/10.1509/jmkg.65.2.81.18255Chin, W. W. (1998). The partial least squares approach for structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Lawrence Erlbaum Associates Publishers.
Chong, W. K., & Patwa, N. (2023). The value of integrity: Empowering SMEs with ethical marketing communication. Sustainability, 15(15), 11673. https://doi.org/10.3390/su151511673
DOI: https://doi.org/10.3390/su151511673Chung, Y. J., Lee, S. S., & Kim, E. (2023). The effects of influencer types and sponsorship disclosure in Instagram sponsored posts. Journal of Current Issues & Research in Advertising, 44(2), 193–211. https://doi.org/10.1080/10641734.2022.2155891
DOI: https://doi.org/10.1080/10641734.2022.2155891Crnjak-Karanović, B., Milaković, I. K., & Elez, J. (2023). Which decision-making stages matter more? Influencer’s perceived credibility, sponsorship and moderating role of trust. Young Consumers, 24(6), 649–668. https://doi.org/10.1108/YC-08-2022-1590
DOI: https://doi.org/10.1108/YC-08-2022-1590Cuero-Acosta, Y. A., Amado-Mateus, M., Ricardo Torralba Barreto, D., & Castiblanco-Moreno, S. E. (2023). Reputation based on internal capabilities: The case of small enterprises within the Colombian orange economy. PLOS ONE, 18(6), e0285026. https://doi.org/10.1371/journal.pone.0285026
DOI: https://doi.org/10.1371/journal.pone.0285026De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035
DOI: https://doi.org/10.1080/02650487.2017.1348035Dercy, C., & Santos, Z. R. (2024). Exploring the impact of sponsorship disclosure on consumer purchase intentions in social media marketing. International Journal of Advanced Research, 12(8), 452–466. https://doi.org/10.21474/IJAR01/19272
DOI: https://doi.org/10.21474/IJAR01/19272Ekinci, Y., Dam, S., & Buckle, G. (2025). The dark side of social media influencers: A research agenda for analysing deceptive practices and regulatory challenges. Psychology & Marketing, 42(4), 1201–1214. https://doi.org/10.1002/mar.22173
DOI: https://doi.org/10.1002/mar.22173El-Annan, S. H., & Hassoun, R. (2024). Enhancing consumer trust through transparent data practices and ethical data management in business: In M. D. Lytras, P. Ordonez, A. Alkhaldi, & A. C. Serban (Eds.), Advances in logistics, operations, and management science (pp. 105–148). IGI Global. https://doi.org/10.4018/979-8-3693-8357-5.ch005
DOI: https://doi.org/10.4018/979-8-3693-8357-5.ch005Fattah, A. (2024). Buying and selling from the perspective of the Quran and Hadith. Ipso Jure, 1(10), 40–47. https://doi.org/10.62872/q16rf258
DOI: https://doi.org/10.62872/q16rf258Ghozali, I., & Latan, H. (2016). Partial Least Squares: Konsep, teknik dan aplikasi menggunakan Program SmartPLS 3.0 [Partial Least Squares: Concepts, techniques and applications using the SmartPLS 3.0 Program] (2nd ed.). Badan Penerbit Undip.
Gökerik, M. (2024). Consumer cynicism in influencer marketing: An impact analysis on purchase intention and brand loyalty. İnsan ve Toplum Bilimleri Araştırmaları Dergisi, 13(1), 404–421. https://doi.org/10.15869/itobiad.1422438
DOI: https://doi.org/10.15869/itobiad.1422438Gupta, R. (2024). Impact of influencer marketing on brand perception. IJFMR - International Journal For Multidisciplinary Research, 6(5), 1–8. https://doi.org/10.36948/ijfmr.2024.v06i05.23517
DOI: https://doi.org/10.36948/ijfmr.2024.v06i05.23517Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
DOI: https://doi.org/10.1108/EBR-11-2018-0203Hair, J. F., Sarstedt, M., Hopkins, L., & G. Kuppelwieser, V. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128
DOI: https://doi.org/10.1108/EBR-10-2013-0128Haque, M., Ali, S. Md. S., Dhanraj, N., Bala, R., & Bajaj, V. (2023). Impact of influencer marketing on consumer behavior: An analytical study. Tuijin Jishu/Journal of Propulsion Technology, 44(4), 3160–3166. https://doi.org/10.52783/tjjpt.v44.i4.1410
DOI: https://doi.org/10.52783/tjjpt.v44.i4.1410Heo, J., Kim, S., & Jung, A.-R. (2022). The effects of contextual cues and visual clarity in sponsorship disclosures on the interpretive process: Processing fluency. Journal of Interactive Advertising, 22(3), 223–237. https://doi.org/10.1080/15252019.2022.2099485
DOI: https://doi.org/10.1080/15252019.2022.2099485Ilham S., W., Andriansyah, Y., & Sobirov, B. (2024). Application of Islamic business ethics in online marketplace: A study among Bukalapak users in Yogyakarta, Indonesia. Journal of Islamic Economics Lariba, 10(1), 593–622. https://doi.org/10.20885/jielariba.vol10.iss1.art30
DOI: https://doi.org/10.20885/jielariba.vol10.iss1.art30Iqbal, A., Shahid, H., Sohaib, S., & Abbasi, M. T. (2024). From influence to purchase: Unraveling the impact of influencer credibility, brand-involvement and influencer professionalism on perceived quality and trust-driven purchase intention. Research Journal for Societal Issues, 6(2), 832–851. https://doi.org/10.56976/rjsi.v6i2.265
DOI: https://doi.org/10.56976/rjsi.v6i2.265Janah, N. N., & Yazid, M. (2024). The role of halal certification bodies in ensuring consumer confidence: A multi-site study in Indonesia. Al Ahkam, 20(2), 218–235. https://doi.org/10.37035/ajh.v20i2.11374
DOI: https://doi.org/10.37035/ajh.v20i2.11374Jia, W., Fu, L., & Dai, Y. (2024). Increasing trust in influencer marketing: The effects of sponsorship disclosure and endorser type. Journal of Promotion Management, 30(4), 615–638. https://doi.org/10.1080/10496491.2023.2289925
DOI: https://doi.org/10.1080/10496491.2023.2289925Kadir, A. (2024). Empowering MSMEs through corporate social responsibility: Opportunities and challenges in india. International Journal For Multidisciplinary Research, 6(3), 1–6. https://doi.org/10.36948/ijfmr.2024.v06i03.22132
DOI: https://doi.org/10.36948/ijfmr.2024.v06i03.22132Kakar, O., Aziz, S., Noor, M., Ullah, A., & Shah, I. A. (2024). Impact of influencers marketing on consumers beahvior and purchase intention: Mediating role of influencer credibility. Social Science Review Archives, 2(2), 1381–1392. https://doi.org/10.70670/sra.v2i2.190
DOI: https://doi.org/10.70670/sra.v2i2.190Kusuma, A. D., Zanti, L., Azzahra, W. E., Ramadhani, W. A., & Wismanto, W. (2024). Gharar dalam transaksi ekonomi: Analisis hukum Islam dan implikasinya [Gharar in economic transactions: An analysis of Islamic law and its implications]. Jurnal Kajian Dan Penelitian Umum, 2(6), 140–152. https://doi.org/10.47861/jkpu-nalanda.v2i6.1413
DOI: https://doi.org/10.47861/jkpu-nalanda.v2i6.1413Magbanua, M. I. S. S. M. T., Cubillas, B. J. T. A. A., Nase, R. M., & Satur, K. L. (2024). Authenticity and transparency: Influencers sponsored contents on makeup products towards consumer trust. International Journal of Research in Education Humanities and Commerce, 5(1), 203–218. https://doi.org/10.37602/IJREHC.2024.5117
DOI: https://doi.org/10.37602/IJREHC.2024.5117Mamun, Md. A. A., Strong, C. A., & Azad, Md. A. K. (2021). Islamic marketing: A literature review and research agenda. International Journal of Consumer Studies, 45(5), 964–984. https://doi.org/10.1111/ijcs.12625
DOI: https://doi.org/10.1111/ijcs.12625Mardani, A. D., Evrina, E., & Hartati, B. (2024). Influencer authenticity: Unraveling the impact on modern marketing. Journal of Economic, Bussines and Accounting (COSTING), 7(3), 6430–6435. https://doi.org/10.31539/costing.v7i3.9824
DOI: https://doi.org/10.31539/costing.v7i3.9824Maryati M., D. E., Utami, E. Y., & Elizabeth, R. (2023). The impact of influencer credibility on consumer purchasing decisions: A case study on the fashion industry in Indonesia. West Science Interdisciplinary Studies, 1(9), 871–878. https://doi.org/10.58812/wsis.v1i09.243
DOI: https://doi.org/10.58812/wsis.v1i09.243Melo, I., & Reis, J. L. (2023). The social and financial impact of influencers on brands and consumers. In J. L. Reis, M. K. Peter, J. A. Varela González, & Z. Bogdanović (Eds.), Marketing and smart technologies: Proceedings of ICMarkTech 2022, Volume 2 (pp. 563–574). Springer Nature. https://doi.org/10.1007/978-981-19-9099-1_39
DOI: https://doi.org/10.1007/978-981-19-9099-1_39Minarni, & Asnawi, N. (2022). An analysis of Islamic business ethics in e-wallet in Indonesia with a case study of Go-Pay. Journal of Islamic Economics Lariba, 8(2), 341–356. https://doi.org/10.20885/jielariba.vol8.iss2.art13
DOI: https://doi.org/10.20885/jielariba.vol8.iss2.art13Mohamed, N. N., & Gadiman, N. S. (2024). The influence of YouTube influencer credibility on consumer purchase intention of cosmetic products in Malaysia. International Journal of Academic Research in Economics and Management Sciences, 13(4), 190–200. https://doi.org/10.6007/IJAREMS/v13-i4/23138
DOI: https://doi.org/10.6007/IJAREMS/v13-i4/23138Nuryani, H. S. (2024). Peran brand management terhadap loyalitas konsumen untuk perkembangan usaha mikro kecil menengah (UMKM): Suatu kajian literatur [The role of brand management on consumer loyalty for the development of micro, small and medium enterprises (MSMEs): A literature review]. OPTIMAL Jurnal Ekonomi Dan Manajemen, 4(2), 9–22. https://doi.org/10.55606/optimal.v4i2.3170
DOI: https://doi.org/10.55606/optimal.v4i2.3170Ohanian, R. (1990). Construction and validation of a scale to measure celebrity endorsers’ perceived expertise, trustworthiness, and attractiveness. Journal of Advertising, 19(3), 39–52. https://doi.org/10.1080/00913367.1990.10673191
DOI: https://doi.org/10.1080/00913367.1990.10673191Prasanth, M. N., & Priyan, S. S. (2024). Impact of influencer marketing on consumer purchasing behavior. Shanlax International Journal of Management, 11(S1-Mar), 69–78. https://doi.org/10.34293/management.v11iS1-Mar.8001
DOI: https://doi.org/10.34293/management.v11iS1-Mar.8001Qing, K. T. K., Hui, S. E., & Varun, S. (2024). The impact of social media influencers towards consumers’ attitude. Journal of Business and Social Sciences, 2024, Article 33. https://doi.org/10.61453/jobss.v2024no33
DOI: https://doi.org/10.61453/jobss.v2024no33Rahayu, D., Hartanto, R., Rohayati, I., & Harni, R. (2024). Fraud prevention strategies in Indonesian MSMEs: The significance of honesty and internal control factors. Jurnal Akuntansi, Keuangan, Perpajakan Dan Tata Kelola Perusahaan, 1(4), 427–440. https://doi.org/10.59407/jakpt.v1i4.879
DOI: https://doi.org/10.59407/jakpt.v1i4.879Ringle, C. M., Wende, S., & Becker, J.-M. (2024). SmartPLS 4 [Computer software]. SmartPLS. https://www.smartpls.com/
Scott, D. M. (Ed.). (2015). The new rules of marketing & PR: How to use social media, online video, mobile applications, blogs, news releases, and viral marketing to reach buyers directly. John Wiley & Sons, Inc. https://doi.org/10.1002/9781119172499
DOI: https://doi.org/10.1002/9781119172499Shekhar, P. (2024). Ethical Imperatives in Influencer Marketing: Navigating Transparency, Authenticity, and Consumer Trust. IJFMR - International Journal For Multidisciplinary Research, 6(6), 1–14. https://doi.org/10.36948/ijfmr.2024.v06i06.31758
DOI: https://doi.org/10.36948/ijfmr.2024.v06i06.31758Singh, M., Raj, S. M. A., & Kuntal, D. (2024). A study on “Impact of social media influencer: Marketing on consumer purchase behavior in the context of the Indian audio brand BOAT.” Interantional Journal of Scientific Research in Engineering and Management, 8(6), 1–5. https://doi.org/10.55041/IJSREM35710
DOI: https://doi.org/10.55041/IJSREM35710Solehudin, E., Ahyani, H., & Putra, H. M. (2024). Study on Sharia compliance principles in halal tourism business in Bandung Regency: An implementation of Islamic business ethics principles (professional ethics). Millah: Journal of Religious Studies, 23(1), 39–66. https://doi.org/10.20885/millah.vol23.iss1.art2
DOI: https://doi.org/10.20885/millah.vol23.iss1.art2Sudirman, L., Hutauruk, R. H., Disemadi, H. S., & Agustianto, A. (2024). Beyond likes and follows: Navigating consumer trust and ipr-related risks in influencer marketing. Jurisdictie: Jurnal Hukum Dan Syariah, 15(2), 245–273. https://doi.org/10.18860/j.v15i2.28054
DOI: https://doi.org/10.18860/j.v15i2.28054Turyakira, P. K. (2018). Ethical practices of small and medium-sized enterprises in developing countries: Literature analysis. South African Journal of Economic and Management Sciences, 21(1), Article 1. https://doi.org/10.4102/sajems.v21i1.1756
DOI: https://doi.org/10.4102/sajems.v21i1.1756Van Der Goot, M. J., Van Reijmersdal, E. A., & Zandbergen, S. K. P. (2021). Sponsorship disclosures in online sponsored content: Practitioners’ considerations. Journal of Media Ethics, 36(3), 154–169. https://doi.org/10.1080/23736992.2021.1935962
DOI: https://doi.org/10.1080/23736992.2021.1935962Vivek, R. (2024). The ethical implications of finfluencers Promoting financial products to their followers. Shanlax International Journal of Management, 11(S1-Mar), Article S1-Mar. https://doi.org/10.34293/management.v11iS1-Mar.8043
DOI: https://doi.org/10.34293/management.v11iS1-Mar.8043Wahyudi, M. (2024). The concept of business ethics in Islamic perspective. Jurnal Pendidikan IPS, 14(2), 478–484. https://doi.org/10.37630/jpi.v14i2.2166
DOI: https://doi.org/10.37630/jpi.v14i2.2166Wibowo, R. A. (2023). Dynamics of Islamic consumer behavior and market trends. Advances in Business & Industrial Marketing Research, 1(3), 146–156. https://doi.org/10.60079/abim.v1i3.207
DOI: https://doi.org/10.60079/abim.v1i3.207Woodroof, P. J., Howie, K. M., Syrdal, H. A., & VanMeter, R. (2020). What’s done in the dark will be brought to the light: Effects of influencer transparency on product efficacy and purchase intentions. Journal of Product & Brand Management, 29(5), 675–688. https://doi.org/10.1108/JPBM-05-2019-2362
DOI: https://doi.org/10.1108/JPBM-05-2019-2362Yang, J., & Battocchio, A. F. (2021). Effects of transparent brand communication on perceived brand authenticity and consumer responses. Journal of Product & Brand Management, 30(8), 1176–1193. https://doi.org/10.1108/JPBM-03-2020-2803
DOI: https://doi.org/10.1108/JPBM-03-2020-2803