The Impact of Digital Marketing, Halal Labels, Product Quality, and Price on Consumer Satisfaction in the Halal Industry: A Study on Shopee and TikTok Shop
Abstract
This study aims to examine the impact of digital marketing, halal labeling, product quality, and price on customer satisfaction in the halal industry sector, especially on e-commerce platforms such as Shopee and TikTok Shop. By utilizing the Theory of Planned Behavior (TPB) approach, this study explores the relationship between attitudes, subjective norms, and perceived behavioral control on consumer satisfaction in the context of halal products. The research uses quantitative methods with a causal research design. Data were collected through an online questionnaire using a 4-point Likert scale, involving 131 respondents selected via a purposive sampling technique. Data analysis was conducted using Structural Equation Modeling based on Partial Least Squares (SEM-PLS). The research findings indicate that price is the most influential factor on customer satisfaction, followed by product quality and digital marketing. Competitive prices and products that meet consumer expectations significantly increase satisfaction levels. In contrast, halal labeling does not have a significant direct influence on customer satisfaction, unless supported by other variables. This research contributes both in theory and practice in understanding Muslim consumer behavior in the digital era and can be a reference for industry players. designing effective and inclusive marketing strategies.
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Ab Hamid, M. R., Sami, W., & Mohmad Sidek, M. H. (2017). Discriminant Validity Assessment: Use of Fornell & Larcker criterion versus HTMT Criterion. Journal of Physics: Conference Series, 890(1). https://doi.org/10.1088/1742-6596/890/1/012163
Ajzen, I. (1991a). Attitudes, Personality, And Behavior. In Medical Teacher (Vol. 13, Issue 4, pp. 273–279).
Ajzen, I. (1991b). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Alfiani, S., & Priantina, A. (2024). Capturing Millennials’ Attention: Investigating Influential Factors on Purchase Intention at Halal Restaurants in Bogor, Indonesia. Airlangga Journal of Innovation Management, 5(1), 154–169. https://doi.org/10.20473/ajim.v5i1.55020
Andriyani S, P., & Arwani, A. (2022). the Effect of Service Quality and Product Quality on Purchase Decisions With Customer Satisfaction As Intervening Variables. Jae (Jurnal Akuntansi Dan Ekonomi), 7(2), 13–30. https://doi.org/10.29407/jae.v7i2.17865
Anjelisa, Fatmawati, I., & Nuryakin. (2023). Measuring the Effect of Islamic Service Quality, Customer Relationship Management, Customer Satisfaction, and Loyalty in Indonesian Islamic Banking. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 17(5), 3001. https://doi.org/10.35931/aq.v17i5.2615
Arofah, U. N., & Rivai, A. R. (2023). The Efforts to Create Customer Satisfaction Based on Product Quality , Service Quality and Perceived Pricing ( Empirical Study on Customers of the ILUFA Tembalang Cell Phone Accessories Store ). Icms, 185–192.
Bagram, M. M. M., Ullah, R., & Farooq, S. (2015). Impact of Service Quality Dimensions on Customer Satisfaction in Telecom Sector. International Journal of Engineering Trends and Technology, 27(2), 111–117. https://doi.org/10.14445/22315381/ijett-v27p219
Bleier, A., & Eisenbeiss, M. (2015). Personalized online advertising effectiveness: The interplay of what, when, and where. Marketing Science, 34(5), 669–688. https://doi.org/10.1287/mksc.2015.0930
Cahyoningtyas, R. A. (2024). Development Structural Equation Modelling with Second Order Measurement Model and Mixed Scale Data. Journal of Applied Statistics and Data Science, 1(1), 20–30. https://doi.org/10.21776/ub.jasds.2024.001.01.3
Chaffey, D., & Chadwick, F. E. (2016). Digital Marketing Implementation and Practice. In Digital Marketing Technologies (6th ed.). https://doi.org/10.1007/978-981-97-0607-5_3
Cho, C. H., & Cheon, H. J. (2004). Why do people avoid advertising on the internet? Journal of Advertising, 33(4), 89–97. https://doi.org/10.1080/00913367.2004.10639175
Cohen, J. (2013). STATISTICAL POWER ANALYSIS FOR THE BEHAVIORAL SCIENCES (Second).
Dash, G., & Paul, J. (2021). CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting. Technological Forecasting and Social Change, 173(July), 121092. https://doi.org/10.1016/j.techfore.2021.121092
Deng, W. (2020). Leveraging consumer behaviors for product recommendation: an approach based on heterogeneous network. Electronic Commerce Research, 22(4), 1079–1105. https://doi.org/10.1007/s10660-020-09441-0
Djumarno, Anjani, S., & Djamaluddin, S. (2018). Effect of product quality and price on customer loyalty through customer satisfaction. International Journal of Business and Management Invention (IJBMI) ISSN, 7(8), 13–20. https://api.semanticscholar.org/CorpusID:209479367
Dr. Muhammad Tariq Khan, Dr. Tariq Iqbal Khan, & Mr. Sheraz Ahmed. (2020). Halal Products: Not Restricted to Food and its Marketing Opportunity in the Muslim World. Research Journal of Social Sciences and Economics Review (RJSSER), 1(4), 101–112. https://doi.org/10.36902/rjsser-vol1-iss4-2020(101-112)
Etikan, I., Musa, S. A., & Alkassim, R. S. (2015). Comparison of Convenience Sampling and Purposive Sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1. https://doi.org/10.11648/j.ajtas.20160501.11
Fathoni, M. A., & Syahputri, T. H. (2020). Potret Industri Halal Indonesia: Peluang dan Tantangan. Jurnal Ilmiah Ekonomi Islam, 6(3), 428. https://doi.org/10.29040/jiei.v6i3.1146
Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (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
Haji-othman, Y., Sholeh, M., & Yusuff, S. (2024). Data Analysis Using Partial Least Squares Structural Equation Modeling ( PLS-SEM ) in Conducting Quantitative Research. 14(10), 2380–2388. https://doi.org/10.6007/IJARBSS/v14-i10/23364
Han, H., & Kim, Y. (2010). An investigation of green hotel customers’ decision formation: Developing an extended model of the theory of planned behavior. International Journal of Hospitality Management, 29(4), 659–668. https://doi.org/10.1016/j.ijhm.2010.01.001
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Hidayat, S. E., Rafiki, A., & Nasution, M. D. T. P. (2022). Halal industry’s response to a current and post-COVID-19 landscape and lessons from the past. Journal of Islamic Marketing, 13(9), 1843–1857. https://doi.org/10.1108/JIMA-06-2020-0180
J. F, H., G.T.M, H., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling. Handbook of Market Research, November, 587–632. https://doi.org/10.1007/978-3-319-57413-4_15
Kotler, P., & Armstrong, G. (2018). Go to Strategy Books: https://sharifstrategy.org/strategy-books. Principles of Marketing (17th Ed.). Pearson. https://sharifstrategy.org/strategy-books
Kurniawati, M., Cornelius, M. A., & Ramadhan, K. (2024). Implementationtheory of Planned Behavior on the Purchase Decision Online and Offline. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 18(2), 1590. https://doi.org/10.35931/aq.v18i2.2963
Lone, A. R., & Bhat, A. M. (2023). Impacto de la calidad del producto en la satisfacción del cliente: Evidencia de bienes de consumo duraderos seleccionados. Revista Internacional de Tendencias de Investigación e Innovación, 8(4), 1014–1024. https://www.ijrti.org/papers/IJRTI2304166.pdf
Maison, D., Marchlewska, M., Syarifah, D., Zein, R. A., & Purba, H. P. (2018). Explicit versus implicit “Halal” information: Influence of the halal label and the country-of-origin information on product perceptions in Indonesia. Frontiers in Psychology, 9(MAR), 1–7. https://doi.org/10.3389/fpsyg.2018.00382
Muawanah, M., Fauziah, N., Toha, M., & Manaku, A. (2021). The Survival Strategy of Halal Tourism in Covid-19 Pandemic Era. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 3(2), 165-177. https://doi.org/10.31538/iijse.v3i2.1104
Narto Utomo, E., & Hotimah, U. (2024). Digital Marketing and Product Quality on Customer Satisfaction. Digital Business Journal, 2(2), 112. https://doi.org/10.31000/digibis.v2i2.10586
Pan Yu, J., & Truong, D. (2018). Passengers’ intentions to use low-cost carriers: An extended theory of planned behavior model. Journal of Air Transport Management, 69(November 2017), 38–48. https://doi.org/10.1016/j.jairtraman.2018.01.006
Ponde, S., & Jain, A. (2019). Digital Marketing: Concepts & Aspects. International Journal of Advanced Research, 7(2), 260–266. https://doi.org/10.21474/ijar01/8483
Priya P M, V., & Salaji, S. C. (2024). Text Summarization and Document summarization using NLP. Interantional Journal of Scientific Research in Engineering and Management, 08(04), 1–13. https://doi.org/10.55041/ijsrem34311
Rahmania, D., & Fadhlillah, P. R. (2024). Unlocking Consumer Choices: The Impact of Halal Labels, Brand Image, Quality, and Price on Buying Decisions. Research of Islamic Economics, 2(1), 35–47. https://doi.org/10.58777/rie.v2i1.250
Ramadhani, N. P., Fitriyani, D., & Saleh, M. Z. (2023). Strategi Pemasaran Dan Harga Pada Produk Somethinc. Maeswara : Jurnal Riset Ilmu Manajemen Dan Kewirausahaan, 1(6), 339–351. https://doi.org/10.61132/maeswara.v1i6.416
Riandi, N., & Dewi, D. H. (2024). The Influence of Digital Marketing and Direct Marketing on Consumer (Student) Satisfaction in Using the Marketplace. International Journal of Advanced Technology and Social Sciences, 2(3), 327–334. https://doi.org/10.59890/ijatss.v2i3.1520
Saragih, H. (2015). Analisis Strategi Penetapan Harga Dan Pengaruhnya Terhadap Volume Penjualan Pada Pt. Nutricia Indonsesia Sejahtera Medan. Jurnal Ilmiah METHONOMI, 1(2), 46–54. https://ejurnal.methodist.ac.id/index.php/methonomi/article/view/958
Sarstedt, M., Ringle, C. M., Smith, D., Reams, R., & Hair, J. F. (2014). Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers. Journal of Family Business Strategy, 5(1), 105–115. https://doi.org/10.1016/j.jfbs.2014.01.002
Sekaran, U., & Bougie, R. (2016). Research Methods for Business: A Skill-Building Approach. Leadership & Organization Development Journal, 34(7), 700–701. https://doi.org/10.1108/lodj-06-2013-0079
Sugiyono. (2017). METODE PENELITIAN KUANTITATIF, KUALITATIF DAN R & D. In Sustainability (Switzerland) (Vol. 11, Issue 1). ALFABETA CV. http://scioteca.caf.com/bitstream/handle/123456789/1091/RED2017-Eng-8ene.pdf?sequence=12&isAllowed=y%0Ahttp://dx.doi.org/10.1016/j.regsciurbeco.2008.06.005%0Ahttps://www.researchgate.net/publication/305320484_SISTEM_PEMBETUNGAN_TERPUSAT_STRATEGI_MELESTARI
Tjiptono, F. (2016). Service , Quality & Satisfaction (5th ed., Issue January 2016).
Toha, M., Ulfa, E., & Novi Yanti Sandra Dewi. (2021). Analysis of The Implementation of Sharia Strategy Management at BMT Maslahah. Majapahit Journal of Islamic Finance and Management, 1(1), 29-40. Retrieved from https://syariah.jurnalikhac.ac.id/index.php/majapahit/article/view/3
Virmani, M., & Dash, M. K. (2013). Modelling Customer Satisfaction for Business Services. Journal of Sociological Research, 4(2), 51. https://doi.org/10.5296/jsr.v4i2.3824
Windarsari Riski, W., Sudarmiatin, S., & Siswanto, E. (2022). The Effect of Fast Food
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