Main Article Content
Abstract
Purpose – This research aims to extend the classic theory of planned behavior (TPB) framework by incorporating social media influence and religiosity as key predictors, thereby providing a more comprehensive explanation of boycott intention and subsequent participation among Muslim consumers in a high-digital-penetration, Muslim-majority emerging market context.
Methodology – A quantitative cross-sectional survey was conducted among 250 Muslim consumers aged 18 years and above in Semarang, Central Java, Indonesia. Respondents were purposively selected based on their recent fast-moving consumer goods (FMCG) purchases and awareness of ongoing boycott campaigns. Data were collected via questionnaires and analyzed using structural equation modeling (PLS-SEM) in SmartPLS 4.0.
Findings – The results show that attitudes towards boycotting, perceived behavioral control, and social media influence have a significant positive effect on boycott intention, and the latter has a strong predictive power for actual boycott participation. Social media influence was the most powerful predictor. Religiosity did not significantly moderate boycott intention.
Implications – Multinational FMCG companies operating in Muslim-majority emerging markets should prioritize digital reputation management, transparent ethical and halal communication, proactive engagement with social media influencers, and rapid response strategies to mitigate boycott risks. Local brands can leverage digital momentum to strengthen their market position.
Originality – This study pioneers the integration of social media influence as a distinct antecedent and religiosity as a moderator within an extended TPB framework in the context of geopolitically motivated boycotts in Indonesia’s digitally advanced Muslim-majority market. The finding that social media influence outweighs religiosity challenges the prevailing assumptions in the Islamic marketing literature.
Keywords
Article Details
Copyright (c) 2026 Widya Prananta, Angga Pandu Wijaya

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References
- Ajzen, I. (1991). 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
- Amit Kumar, G. (2021). Framing a model for green buying behavior of Indian consumers: From the lenses of the theory of planned behavior. Journal of Cleaner Production, 295, 126487. https://doi.org/10.1016/j.jclepro.2021.126487
- Arinta, Y. N., & Mutmainah, S. (2023). Religious motivation and consumer boycotts: Enhancing global peace and moral justice. INFERENSI: Jurnal Penelitian Sosial Keagamaan, 17(2), 261–280. https://doi.org/10.18326/infsl3.v17i2.261-280
- Babu, A., Alam, T. U., Jaman, S. S., & Islam, R. (2025). Understanding the psychology behind the boycott of Israeli-affiliated brands: A TPB-based study in Bangladesh. Acta Psychologica, 260, 105572. https://doi.org/10.1016/j.actpsy.2025.105572
- Chatzidakis, A., & Lee, M. S. W. (2013). Anti-consumption as the study of reasons against. Journal of Macromarketing, 33(3), 190–203. https://doi.org/10.1177/0276146712462892
- Chiang, L. F., & Muhammad Arif, A. M. (2024). The intention to participate in the boycott movement among university students. International Journal of Academic Research in Business and Social Sciences, 14(10), 1932–1944. https://doi.org/10.6007/ijarbss/v14-i10/23307
- Dalakas, V., Melancon, J. P., & Szczytynski, I. (2023). Brands in the eye of the storm: Navigating political consumerism and boycott calls on social media. Qualitative Market Research, 26(1), 1–18. https://doi.org/10.1108/QMR-07-2021-0089
- Delistavrou, A. (2022). Theory of planned behaviour and boycotting: The moderating role of socio-political control and demographics. EuroMed Journal of Business, 17(2), 270–287. https://doi.org/10.1108/EMJB-02-2021-0020
- Dorce, L. C., da Silva, M. C., Mauad, J. R. C., de Faria Domingues, C. H., & Borges, J. A. R. (2021). Extending the theory of planned behavior to understand consumer purchase behavior for organic vegetables in Brazil: The role of perceived health benefits, perceived sustainability benefits and perceived price. Food Quality and Preference, 91, 104191. https://doi.org/10.1016/j.foodqual.2021.104191
- Dwivedi, A. (2015). A higher-order model of consumer brand engagement and its impact on loyalty intentions. Journal of Retailing and Consumer Services, 24, 100–109. https://doi.org/10.1016/j.jretconser.2015.02.007
- Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, H., Kefi, H., Krishen, A. S., Kumar, V., Rahman, M. M., Raman, R., Rauschnabel, P. A., Rowley, J., Salo, J., Tran, G. A., & Wang, Y. (2021). 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
- Evelyn, E., & Sekarasih, L. (2025). Social identity and consumer boycott participation in Indonesia: An extension of theory of planned behavior. Psikostudia Jurnal Psikologi, 14(4), 547. https://doi.org/10.30872/psikostudia.v14i4.21106
- Fishbein, M., & Ajzen, I. (2010). Predicting and changing behavior: The reasoned action approach. Psychology Press. https://doi.org/10.4324/9780203838020
- Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18(3), 382–388. https://doi.org/10.2307/3150980
- Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis: A global perspective (7th ed.). Pearson.
- Hair, 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
- Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Moderation analysis. In Partial least squares structural equation modeling (PLS-SEM) using R (pp. 155–172). Springer. https://doi.org/10.1007/978-3-030-80519-7_8
- Hassan, L. M., Shiu, E., & Shaw, D. (2016). Who says there is an intention–behaviour gap? Assessing the empirical evidence of an intention–behaviour gap in ethical consumption. Journal of Business Ethics, 136(2), 219–236. https://doi.org/10.1007/s10551-014-2440-0
- Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management & Data Systems, 116(1), 2–20. https://doi.org/10.1108/IMDS-09-2015-0382
- Hockey, J. A. (2024). When private meets public: Young people and political consumerism in the name of environmental activism. Journal of Youth Studies, 1–18. https://doi.org/10.1080/13676261.2024.2370275
- Huang, L., Md Nor, K., Ma, X., & Khatib, S. F. A. (2025). Trends and future directions of consumers’ intention to buy ethical products: A systematic literature review. Cogent Business and Management, 12(1), 2534528. https://doi.org/10.1080/23311975.2025.2534528
- Hwang, C., & Kim, T. H. (2020). Muslim women’s purchasing behaviors toward modest activewear in the United States. Clothing and Textiles Research Journal, *39*(3), 175–189. https://doi.org/10.1177/0887302x20926573
- Iacovitti, G., Meng, F., Xie, J., Sun, J., Xu, C., Zeng, Y., Wang, X., Jia, T., Huang, S., Deng, Y., & Hu, Y. (2025). How technology influences information gathering and information spreading. Church, Communication and Culture, *7*(4), 76–90. https://doi.org/10.1080/23753234.2022.2032781
- Kasri, R. A., & Chaerunnisa, S. R. (2021). The role of knowledge, trust, and religiosity in explaining the online cash waqf amongst Muslim millennials. Journal of Islamic Marketing, 13(6), 1334–1350. https://doi.org/10.1108/jima-04-2020-0101
- Khan, A., Arafat, M. Y., & Azam, M. K. (2020). Role of halal literacy and religiosity in buying intention of halal branded food products in India. Journal of Islamic Marketing, 13(2), 287–308. https://doi.org/10.1108/jima-08-2019-0175
- Lasarov, W., Hoffmann, S., & Orth, U. (2023). Vanishing boycott impetus: Why and how consumer participation in a boycott decreases over time. Journal of Business Ethics, 182(4), 1129–1154. https://doi.org/10.1007/s10551-021-04997-9
- Memon, Y. J., Azhar, S. M., Haque, R., & Bhutto, N. A. (2020). Religiosity as a moderator between theory of planned behavior and halal purchase intention. Journal of Islamic Marketing, 11(6), 1821–1836. https://doi.org/10.1108/JIMA-01-2019-0006
- Monoarfa, H., Al Adawiyah, R. A., Prananta, W., Sadat, A. M., & Vakhroh, D. A. (2024). Switching intention of conventional bank customers to Sharia bank based on push-pull-mooring theory. Journal of Islamic Marketing, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JIMA-08-2022-0220
- Nana, K., & Surur, M. (2025). Drivers of product boycott among Muslim consumers: Evidence from Indonesia. Jurnal Ekonomi Syariah Teori dan Terapan, 11(2), 231–243. https://doi.org/10.20473/vol11iss20242pp231-243
- Nimri, R., Patiar, A., & Jin, X. (2020). The determinants of consumers’ intention of purchasing green hotel accommodation: Extending the theory of planned behaviour. Journal of Hospitality and Tourism Management, 45, 535–543. https://doi.org/10.1016/j.jhtm.2020.10.013
- Prananta, W., Hapsoro, B. B., Permana, M. V., Informasi, T., & Produk, P. (2021). Role of service quality, price perception, brand image, and information technology involvement in banking product purchase decisions. Jurnal Dinamika Manajemen, 12(85), 187–200. https://doi.org/10.15294/jdm.v12i2.28936
- Prananta, W., Wijaya, A. P., & Febriatmoko, B. (2024). Analyze the importance of the theory of planned behavior in shaping the purchase of green food products. In International Conference of Economics Business and Economics Education Science (ICE-BEES-24) (pp. 725–735). Atlantis Press. https://doi.org/10.2991/978-94-6463-522-5_55
- Ramkissoon, H., Seyfi, S., Armutcu, B., Tan, A., & Zaman, M. (2025). Exploring the role of religious belief and digital marketing on Gen Z tourists’ boycott behaviour. Tourism Recreation Research, 1–18. https://doi.org/10.1080/02508281.2025.2506168
- Roswinanto, W., & Suwanda, S. N. (2021). Religious boycott in Indonesia: Investigation of antecedents and the effect of religiosity dimensions. Journal of Islamic Marketing, 14(1), 174–195. https://doi.org/10.1108/jima-08-2020-0246
- Rozenkowska, K. (2023). Theory of planned behavior in consumer behavior research: A systematic literature review. International Journal of Consumer Studies, *47*(6), 2670–2700. https://doi.org/10.1111/ijcs.12970
- Sari, D. K., & Games, D. (2024). Investigating young consumer’s boycott behavior in an emerging market. Cogent Business and Management, 11(1), 2362444. https://doi.org/10.1080/23311975.2024.2362444
- Susanto, S. E. (2025). Boikot konsumen Muslim Indonesia terhadap merek global: Sebuah kajian tentang faktor emosi, religiositas dan isu geopolitik. Advances in Management & Financial Reporting, 3(3), 427–443. https://doi.org/10.60079/amfr.v3i3.548
- Syarif, M., & Herman, S. (2024). The influence of social media on the decision to boycott Israel-affiliated products among the Muslim community in Jabodetabek. Journal of Islamic Economics Lariba, 10(2), 813–838. https://doi.org/10.20885/jielariba.vol10.iss2.art10
- Wisnusyah, M., Pramata, D., Suciati, M., & Budiono, B. (2025). Consumers’ meaning-making of the Starbucks boycott campaign in the context of the Israel-Palestine conflict. Communicatus: Jurnal Ilmu Komunikasi, 9(1), 19–36. https://doi.org/10.15575/cjik.v9i1.44903
- Yan, X., Kim, C., Kim, J., & Inoue, M. (2024). Do many options result in listening to oneself or others during boycott campaigns? Asia Pacific Journal of Marketing and Logistics, 37(1), 59–79. https://doi.org/10.1108/APJML-09-2023-0931
- Yanti, I., Ramadhani, S., & Nurbaiti, N. (2025). Transformasi keputusan pembelian produk lokal melalui seruan aksi boikot pada produk pro Israel. Jurnal Manajemen Terapan Dan Keuangan, 14(03), 1338–1348. https://doi.org/10.22437/jmk.v14i03.4745
- Yeh, S. S., Guan, X., Chiang, T. Y., Ho, J. L., & Huan, T. C. T. (2021). Reinterpreting the theory of planned behavior and its application to green hotel consumption intention. International Journal of Hospitality Management, 94, 102827. https://doi.org/10.1016/j.ijhm.2020.102827
- Yen, C.-S., Chen, G.-L., Kang, C.-C., Wang, Y.-H., & Yang, S.-C. (2024). Investigating factors that influence purchase intentions in live-streaming contexts through the elaboration likelihood model: The perspectives of para-social interaction and information quality. The Review of Socionetwork Strategies, 1–20. https://doi.org/10.1007/s12626-024-00166-2
- Zulkifli, Susono, J., Anwar, D. R., Ista, A., Aderi, M., & Noh, C. (2025). The role of digital religiosity and consumer awareness in ethical purchasing: A study on the global boycott movement against politically affiliated brands. IQTISHODUNA: Jurnal Ekonomi Islam, 2(2), 429–442. https://doi.org/10.54471/iqtishoduna.v14i2.2977
References
Ajzen, I. (1991). 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
Amit Kumar, G. (2021). Framing a model for green buying behavior of Indian consumers: From the lenses of the theory of planned behavior. Journal of Cleaner Production, 295, 126487. https://doi.org/10.1016/j.jclepro.2021.126487
Arinta, Y. N., & Mutmainah, S. (2023). Religious motivation and consumer boycotts: Enhancing global peace and moral justice. INFERENSI: Jurnal Penelitian Sosial Keagamaan, 17(2), 261–280. https://doi.org/10.18326/infsl3.v17i2.261-280
Babu, A., Alam, T. U., Jaman, S. S., & Islam, R. (2025). Understanding the psychology behind the boycott of Israeli-affiliated brands: A TPB-based study in Bangladesh. Acta Psychologica, 260, 105572. https://doi.org/10.1016/j.actpsy.2025.105572
Chatzidakis, A., & Lee, M. S. W. (2013). Anti-consumption as the study of reasons against. Journal of Macromarketing, 33(3), 190–203. https://doi.org/10.1177/0276146712462892
Chiang, L. F., & Muhammad Arif, A. M. (2024). The intention to participate in the boycott movement among university students. International Journal of Academic Research in Business and Social Sciences, 14(10), 1932–1944. https://doi.org/10.6007/ijarbss/v14-i10/23307
Dalakas, V., Melancon, J. P., & Szczytynski, I. (2023). Brands in the eye of the storm: Navigating political consumerism and boycott calls on social media. Qualitative Market Research, 26(1), 1–18. https://doi.org/10.1108/QMR-07-2021-0089
Delistavrou, A. (2022). Theory of planned behaviour and boycotting: The moderating role of socio-political control and demographics. EuroMed Journal of Business, 17(2), 270–287. https://doi.org/10.1108/EMJB-02-2021-0020
Dorce, L. C., da Silva, M. C., Mauad, J. R. C., de Faria Domingues, C. H., & Borges, J. A. R. (2021). Extending the theory of planned behavior to understand consumer purchase behavior for organic vegetables in Brazil: The role of perceived health benefits, perceived sustainability benefits and perceived price. Food Quality and Preference, 91, 104191. https://doi.org/10.1016/j.foodqual.2021.104191
Dwivedi, A. (2015). A higher-order model of consumer brand engagement and its impact on loyalty intentions. Journal of Retailing and Consumer Services, 24, 100–109. https://doi.org/10.1016/j.jretconser.2015.02.007
Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, H., Kefi, H., Krishen, A. S., Kumar, V., Rahman, M. M., Raman, R., Rauschnabel, P. A., Rowley, J., Salo, J., Tran, G. A., & Wang, Y. (2021). 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
Evelyn, E., & Sekarasih, L. (2025). Social identity and consumer boycott participation in Indonesia: An extension of theory of planned behavior. Psikostudia Jurnal Psikologi, 14(4), 547. https://doi.org/10.30872/psikostudia.v14i4.21106
Fishbein, M., & Ajzen, I. (2010). Predicting and changing behavior: The reasoned action approach. Psychology Press. https://doi.org/10.4324/9780203838020
Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18(3), 382–388. https://doi.org/10.2307/3150980
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis: A global perspective (7th ed.). Pearson.
Hair, 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
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Moderation analysis. In Partial least squares structural equation modeling (PLS-SEM) using R (pp. 155–172). Springer. https://doi.org/10.1007/978-3-030-80519-7_8
Hassan, L. M., Shiu, E., & Shaw, D. (2016). Who says there is an intention–behaviour gap? Assessing the empirical evidence of an intention–behaviour gap in ethical consumption. Journal of Business Ethics, 136(2), 219–236. https://doi.org/10.1007/s10551-014-2440-0
Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management & Data Systems, 116(1), 2–20. https://doi.org/10.1108/IMDS-09-2015-0382
Hockey, J. A. (2024). When private meets public: Young people and political consumerism in the name of environmental activism. Journal of Youth Studies, 1–18. https://doi.org/10.1080/13676261.2024.2370275
Huang, L., Md Nor, K., Ma, X., & Khatib, S. F. A. (2025). Trends and future directions of consumers’ intention to buy ethical products: A systematic literature review. Cogent Business and Management, 12(1), 2534528. https://doi.org/10.1080/23311975.2025.2534528
Hwang, C., & Kim, T. H. (2020). Muslim women’s purchasing behaviors toward modest activewear in the United States. Clothing and Textiles Research Journal, *39*(3), 175–189. https://doi.org/10.1177/0887302x20926573
Iacovitti, G., Meng, F., Xie, J., Sun, J., Xu, C., Zeng, Y., Wang, X., Jia, T., Huang, S., Deng, Y., & Hu, Y. (2025). How technology influences information gathering and information spreading. Church, Communication and Culture, *7*(4), 76–90. https://doi.org/10.1080/23753234.2022.2032781
Kasri, R. A., & Chaerunnisa, S. R. (2021). The role of knowledge, trust, and religiosity in explaining the online cash waqf amongst Muslim millennials. Journal of Islamic Marketing, 13(6), 1334–1350. https://doi.org/10.1108/jima-04-2020-0101
Khan, A., Arafat, M. Y., & Azam, M. K. (2020). Role of halal literacy and religiosity in buying intention of halal branded food products in India. Journal of Islamic Marketing, 13(2), 287–308. https://doi.org/10.1108/jima-08-2019-0175
Lasarov, W., Hoffmann, S., & Orth, U. (2023). Vanishing boycott impetus: Why and how consumer participation in a boycott decreases over time. Journal of Business Ethics, 182(4), 1129–1154. https://doi.org/10.1007/s10551-021-04997-9
Memon, Y. J., Azhar, S. M., Haque, R., & Bhutto, N. A. (2020). Religiosity as a moderator between theory of planned behavior and halal purchase intention. Journal of Islamic Marketing, 11(6), 1821–1836. https://doi.org/10.1108/JIMA-01-2019-0006
Monoarfa, H., Al Adawiyah, R. A., Prananta, W., Sadat, A. M., & Vakhroh, D. A. (2024). Switching intention of conventional bank customers to Sharia bank based on push-pull-mooring theory. Journal of Islamic Marketing, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JIMA-08-2022-0220
Nana, K., & Surur, M. (2025). Drivers of product boycott among Muslim consumers: Evidence from Indonesia. Jurnal Ekonomi Syariah Teori dan Terapan, 11(2), 231–243. https://doi.org/10.20473/vol11iss20242pp231-243
Nimri, R., Patiar, A., & Jin, X. (2020). The determinants of consumers’ intention of purchasing green hotel accommodation: Extending the theory of planned behaviour. Journal of Hospitality and Tourism Management, 45, 535–543. https://doi.org/10.1016/j.jhtm.2020.10.013
Prananta, W., Hapsoro, B. B., Permana, M. V., Informasi, T., & Produk, P. (2021). Role of service quality, price perception, brand image, and information technology involvement in banking product purchase decisions. Jurnal Dinamika Manajemen, 12(85), 187–200. https://doi.org/10.15294/jdm.v12i2.28936
Prananta, W., Wijaya, A. P., & Febriatmoko, B. (2024). Analyze the importance of the theory of planned behavior in shaping the purchase of green food products. In International Conference of Economics Business and Economics Education Science (ICE-BEES-24) (pp. 725–735). Atlantis Press. https://doi.org/10.2991/978-94-6463-522-5_55
Ramkissoon, H., Seyfi, S., Armutcu, B., Tan, A., & Zaman, M. (2025). Exploring the role of religious belief and digital marketing on Gen Z tourists’ boycott behaviour. Tourism Recreation Research, 1–18. https://doi.org/10.1080/02508281.2025.2506168
Roswinanto, W., & Suwanda, S. N. (2021). Religious boycott in Indonesia: Investigation of antecedents and the effect of religiosity dimensions. Journal of Islamic Marketing, 14(1), 174–195. https://doi.org/10.1108/jima-08-2020-0246
Rozenkowska, K. (2023). Theory of planned behavior in consumer behavior research: A systematic literature review. International Journal of Consumer Studies, *47*(6), 2670–2700. https://doi.org/10.1111/ijcs.12970
Sari, D. K., & Games, D. (2024). Investigating young consumer’s boycott behavior in an emerging market. Cogent Business and Management, 11(1), 2362444. https://doi.org/10.1080/23311975.2024.2362444
Susanto, S. E. (2025). Boikot konsumen Muslim Indonesia terhadap merek global: Sebuah kajian tentang faktor emosi, religiositas dan isu geopolitik. Advances in Management & Financial Reporting, 3(3), 427–443. https://doi.org/10.60079/amfr.v3i3.548
Syarif, M., & Herman, S. (2024). The influence of social media on the decision to boycott Israel-affiliated products among the Muslim community in Jabodetabek. Journal of Islamic Economics Lariba, 10(2), 813–838. https://doi.org/10.20885/jielariba.vol10.iss2.art10
Wisnusyah, M., Pramata, D., Suciati, M., & Budiono, B. (2025). Consumers’ meaning-making of the Starbucks boycott campaign in the context of the Israel-Palestine conflict. Communicatus: Jurnal Ilmu Komunikasi, 9(1), 19–36. https://doi.org/10.15575/cjik.v9i1.44903
Yan, X., Kim, C., Kim, J., & Inoue, M. (2024). Do many options result in listening to oneself or others during boycott campaigns? Asia Pacific Journal of Marketing and Logistics, 37(1), 59–79. https://doi.org/10.1108/APJML-09-2023-0931
Yanti, I., Ramadhani, S., & Nurbaiti, N. (2025). Transformasi keputusan pembelian produk lokal melalui seruan aksi boikot pada produk pro Israel. Jurnal Manajemen Terapan Dan Keuangan, 14(03), 1338–1348. https://doi.org/10.22437/jmk.v14i03.4745
Yeh, S. S., Guan, X., Chiang, T. Y., Ho, J. L., & Huan, T. C. T. (2021). Reinterpreting the theory of planned behavior and its application to green hotel consumption intention. International Journal of Hospitality Management, 94, 102827. https://doi.org/10.1016/j.ijhm.2020.102827
Yen, C.-S., Chen, G.-L., Kang, C.-C., Wang, Y.-H., & Yang, S.-C. (2024). Investigating factors that influence purchase intentions in live-streaming contexts through the elaboration likelihood model: The perspectives of para-social interaction and information quality. The Review of Socionetwork Strategies, 1–20. https://doi.org/10.1007/s12626-024-00166-2
Zulkifli, Susono, J., Anwar, D. R., Ista, A., Aderi, M., & Noh, C. (2025). The role of digital religiosity and consumer awareness in ethical purchasing: A study on the global boycott movement against politically affiliated brands. IQTISHODUNA: Jurnal Ekonomi Islam, 2(2), 429–442. https://doi.org/10.54471/iqtishoduna.v14i2.2977