PERTANIKA JOURNAL OF SOCIAL SCIENCES AND HUMANITIES

J

• Achmad, N., Kuswati, R., & Imronudin. (2021). Teori & praktek statistik milenial [Theory & practice of millenial statistics]. Jasmine Publisher.
  
  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
  
  Ajzen, I. (2005). Attitudes, personality and behavior (2nd ed.). Open University Press-McGraw Hill Education.
  
  Akram, U., Ansari, A. R., ulhaq, I., & Yan, C. (2023). Cosmetics makers have always sold ‘hope in a jar’! Understanding the cosmetics purchase intention in the Chinese mobile commerce environment. Journal of Retailing and Consumer Services, 73, Article 103337. https://doi.org/10.1016/j.jretconser.2023.103337
  
  Alam, S. S., Mohd, R., & Hisham, B. (2011). Is religiosity an important determinant on Muslim consumer behaviour in Malaysia? Journal of Islamic Marketing, 2(1), 83-96. https://doi.org/10.1108/17590831111115268
  
  Almila, A. (2020). Introduction: Fashion / Religion interfaces. Religions, 11(3), Article 133. https://doi.org/10.3390/rel11030133
  
  Alotaibi, A., & Abbas, A. (2023). Islamic religiosity and green purchase intention: A perspective of food selection in millennials. Journal of Islamic Marketing, 14(9), 2323-2342. https://doi.org/10.1108/JIMA-06-2021-0189
  
  Ang, C. W., & Lai, S. L. (2023). Women’s empowerment in Malaysia and Indonesia: The autonomy of women in household decision-making. Pertanika Journal of Social Sciences and Humanities, 31(2), 903-916. https://doi.org/10.47836/pjssh.31.2.22
  
  Aruan, D. T. H., & Wirdania, I. (2020). You are what you wear: Examining the multidimensionality of religiosity and its influence on attitudes and intention to buy Muslim fashion clothing. Journal of Fashion Marketing and Management, 24(1), 121-136. https://doi.org/10.1108/JFMM-04-2019-0069
  
  Avkiran, N. K., & Ringle, C. M. (2018). Partial Least Squares Structural Equation Modeling: Recent Advances in Banking and Finance. Springer International Publishing. https://doi.org/10.1007/978-3-319-71691-6
  
  Awal, M. R., Hossain, M. S., Arzin, T. A., Sheikh, M. I., & Haque, M. E. (2023). Application of the SOBC model to study customers’ online purchase intentions in an emerging economy during COVID-19: Does gender matter? PSU Research Review, 8(2), 553-574 https://doi.org/10.1108/PRR-02-2022-0014
  
  Bukhari, F., Hussain, S., Ahmed, R. R., Streimikiene, D., Soomro, R. H., & Channar, Z. A. (2020). Motives and role of religiosity towards consumer purchase behavior in western imported food products. Sustainability, 12(1), Article 356. https://doi.org/10.3390/su12010356
  
  Cairns, H. M., Ritch, E. L., & Bereziat, C. (2022). Think eco, be eco? The tension between attitudes and behaviours of millennial fashion consumers. International Journal of Consumer Studies, 46(4), 1262-1277. https://doi.org/10.1111/ijcs.12756
  
  Cepeda-Carrion, G., Cegarra-Navarro, J. G., & Cillo, V. (2019). Tips to use partial least squares structural equation modelling (PLS-SEM) in knowledge management. Journal of Knowledge Management, 23(1), 67-89. https://doi.org/10.1108/JKM-05-2018-0322
  
  Clayton, R. R., & Gladden, J. W. (1974). The five dimensions of religiosity: Toward demythologizing a sacred artifact. Journal for the Scientific Study of Religion, 13(2), 135-143. https://doi.org/10.2307/1384375
  
  Cornwall, M., Albrecht, S. L., Cunningham, P. H., & Pitcher, B. L. (1986). The dimensions of religiosity: A conceptual model with an empirical test. Review of Religious Research, 27(3), 226-244. https://doi.org/10.2307/3511418
  
  de Jong, G. F., Faulkner, J., & Warland, R. H. (1976). Dimensions ofreligiosity reconsidered; evidence from a cross-cultural study. Social Forces, 54(4), 866-889. https://doi.org/10.1093/sf/54.4.866
  
  Delener, N. (1990). The effects of religious factors on perceived risk in durable goods purchase decisions. Journal of Consumer Marketing, 7(3), 27-38. https://doi.org/10.1108/EUM0000000002580
  
  Efremov, J., Kertakova, M., & Dimitrijeva-Kuzmanovska, V. (2021). Expression of personality through dressing. Tekstilna Industrija, 69(1), 28-35. https://doi.org/10.5937/tekstind2101028E
  
  Farid, M. S., Cavicchi, A., Rahman, M. M., Barua, S., Ethen, D. Z., Happy, F. A., Rasheduzzaman, M., Sharma, D., & Alam, M. J. (2023). Assessment of marketing mix associated with consumer’s purchase intention of dairy products in Bangladesh: Application of an extended theory of planned behavior. Heliyon, 9(6), Article e16657. https://doi.org/10.1016/j.heliyon.2023.e16657
  
  Fishbein, M., & Ajzen, I. (2005). Theory-based behavior change interventions: Comments on Hobbis and Sutton. Journal of Health Psychology, 10(1), 27-31. https://doi.org/10.1177/1359105305048552
  
  Folkvord, F., Bergmans, N., & Pabian, S. (2021). The effect of the nutri-score label on consumer’s attitudes, taste perception and purchase intention: An experimental pilot study. Food Quality and Preference, 94, Article 104303. https://doi.org/10.1016/j.foodqual.2021.104303
  
  Garson, G. D. (2016). Partial Least squares: Regression and Structural Equation Models. Statistical Associates Publishing.
  
  Ghozali, I. (2017). Model Persamaan Struktural Konsep Dan Aplikasi Program AMOS 24 [Structural Equation Modeling Concepts and Applications AMOS 24 Program]. Badan Penerbit Universitas Diponegoro.
  
  Glock, C. Y. (1962). On the study of religious commitment. Religious Education, 57(Sup. 4), 98-110. https://doi.org/10.1080/003440862057S407
  
  Govaerts, F., & Olsen, S. O. (2023). Consumers’ values, attitudes and behaviours towards consuming seaweed food products: The effects of perceived naturalness, uniqueness, and behavioural control. Food Research International, 165, Article 112417. https://doi.org/10.1016/j.foodres.2022.112417
  
  Gunawan, I., Redi, A. A. N. P., Santosa, A. A., Maghfiroh, M. F. N., Pandyaswargo, A. H., & Kurniawan, A. C. (2022). Determinants of customer intentions to use electric vehicle in Indonesia: An integrated model analysis. Sustainability, 14(4), Article 1972. https://doi.org/10.3390/su14041972
  
  Gundala, R. R., Nawaz, N., R M, H., Boobalan, K., & Gajenderan, V. K. (2022). Does gender moderate the purchase intention of organic foods? Theory of reasoned action. Heliyon, 8(9), Article e10478. https://doi.org/10.1016/j.heliyon.2022.e10478
  
  Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed). Pearson.
  
  Hasbullah, N. A., Osman, A., Abdullah, S., Salahuddin, S. N., Ramlee, N. F., & Soha, H. M. (2016). The relationship of attitude, subjective norm and website usability on consumer intention to purchase online: An evidence of Malaysian youth. Procedia Economics and Finance, 35, 493-502. https://doi.org/10.1016/s2212-5671(16)00061-7
  
  Hasyim, F. (2022). Adoption of extended theory of planned behavior to halal food purchasing decision admist pandemic. Journal of Islamic Economic Laws, 5(1), 84-115. https://doi.org/10.23917/jisel.v5i1.15162
  
  Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management and Data Systems, 116(1), 2-20. https://doi.org/10.1108/IMDS-09-2015-0382
  
  Indiani, N. L. P., Amerta, I. M. S., & Sentosa, I. (2024). Exploring the moderation effect of consumers’ demography in the online purchase behavior. Cogent Business and Management, 11(1), Article 2393742. https://doi.org/10.1080/23311975.2024.2393742
  
  Islam, M. A., Saidin, Z. H., Ayub, M. A., & Islam, M. S. (2022). Modelling behavioural intention to buy apartments in Bangladesh: An extended theory of planned behaviour (TPB). Heliyon, 8(9), Article e10519. https://doi.org/10.1016/j.heliyon.2022.e10519
  
  Kamarulzaman, Z., & Shaari, N. (2020). A comparison framework on Islamic dress code and modest fashion in the Malaysian fashion industry. Journal of Archaeology of Egypt/Egyptology, 17(7), 7063-7072.
  
  Kaur, J., Bhardwaj, N., Fernandes, R., Vidya, V., & Farooqui, N. A. (2023). A meta-analytical study on the role of religiosity on purchase intention in the theory of planned behavior. Journal of Islamic Marketing, 14(11), 2845-2870. https://doi.org/10.1108/JIMA-09-2021-0304
  
  Kazaure, M. A., Abdullah, A. R., Jantan, A. H., & Zawawi, D. B. (2020). Influences of TPB variable on SMEs intention to adopt online crowdfunding services in Nigeria. International Journal of Advanced Science and Technology, 29(4 Special Issue), 981-993.
  
  Khan, M. N., & Kirmani, M. D. (2018). Role of religiosity in purchase of green products by Muslim students: Empirical evidences from India. Journal of Islamic Marketing, 9(3), 504-526. https://doi.org/10.1108/JIMA-04-2017-0036
  
  Khoa, B. T. (2023). The role of self-efficacy and firm size in the online advertising services continuous adoption intention: Theory of planned behavior approach. Journal of Open Innovation: Technology, Market, and Complexity, 9(1), Article 100025. https://doi.org/10.1016/j.joitmc.2023.100025
  
  Kobylińska, U. (2022). Attitudes, subjective norms, and perceived control versus contextual factors influencing the entrepreneurial intentions of students from Poland. WSEAS Transactions on Business and Economics, 19, 94-106. https://doi.org/10.37394/23207.2022.19.10
  
  Kotler, P., & Keller, L. (2016). Marketing Management (15th ed.). Pearson.
  
  Kraiwanit, T., Jangjarat, K., & Srijam, A. (2023). Factors determining online activities and technology use among older adults in Thailand. Pertanika Journal of Social Sciences and Humanities, 31(2), 803-816. https://doi.org/10.47836/pjssh.31.2.17
  
  Kusumawardani, K., & Purniasari, P. (2021). The effect of online consumer interaction and shopping motivation on purchase intention. FIRM Journal of Management Studies, 6(2), 183-202. https://doi.org/10.33021/firm.v6i2.1555
  
  Kusumawati, A., Listyorini, S., Suharyono, & Yulianto, E. (2019). The impact of religiosity on fashion knowledge, consumer-perceived value and patronage intention. Research Journal of Textile and Apparel, 23(4), 269-290. https://doi.org/10.1108/RJTA-04-2019-0014
  
  Kusumawati, A., Listyorini, S., Suharyono, & Yulianto, E. (2020). The role of religiosity on fashion store patronage intention of muslim consumers in Indonesia. SAGE Open, 10(2). https://doi.org/10.1177/2158244020927035
  
  Kuswati, R., Purwanto, B. M., Sutikno, B., & Aritejo, B. A. (2021). Pro-environmental self-identity: Scale purification in the context of sustainable consumption behavior. In M. H. Bilgin, H. Danis, & E. Demir (Eds), Eurasian Business and Economics Perspectives. Eurasian Studies in Business and Economics (Vol. 17, pp. 173-185). Springer, Cham. https://doi.org/10.1007/978-3-030-65147-3_12
  
  Lee, S. H. N., & Chow, P. S. (2020). Investigating consumer attitudes and intentions toward online fashion renting retailing. Journal of Retailing and Consumer Services, 52, Article 101892. https://doi.org/10.1016/j.jretconser.2019.101892
  
  Li, L. Q., Bui, Q. N., & Yan, H. (2025). The impact of COVID-19 information overload on Vietnamese consumers’ online purchase intention. International Journal of Emerging Markets, 20(4),1728-1751. https://doi.org/10.1108/IJOEM-05-2022-0860
  
  Lu, B., & Chen, Z. (2021). Live streaming commerce and consumers’ purchase intention: An uncertainty reduction perspective. Information and Management, 58(7), Article 103509. https://doi.org/10.1016/j.im.2021.103509
  
  Ma, J., Hong, J. H., Yoo, B., & Yang, J. (2021). The effect of religious commitment and global identity on purchase intention of luxury fashion products: A cross-cultural study. Journal of Business Research, 137, 244-254. https://doi.org/10.1016/j.jbusres.2021.08.040
  
  Maran, T., Liegl, S., Moder, S., Kraus, S., & Furtner, M. (2021). Corrigendum to “Clothes make the leader! How leaders can use attire to impact followers’ perceptions of charisma and approval” [J. Bus. Res. 124 (2021) 86–99]. Journal of Business Research, 127, 382-383. https://doi.org/10.1016/j.jbusres.2021.01.020
  
  Millatina, A. N. (2022). The impact of halal label in food buying decisions. Journal of Islamic Economic Laws, 5(1), 159-176. https://doi.org/10.23917/jisel.v5i1.17139
  
  Mortimer, G., Fazal-e-Hasan, S. M., Grimmer, M., & Grimmer, L. (2020). Explaining the impact of consumer religiosity, perceived risk and moral potency on purchase intentions. Journal of Retailing and Consumer Services, 55, Article 102115. https://doi.org/10.1016/j.jretconser.2020.102115
  
  Muadzin, F., & Lenggogeni, S. (2021). The role of brand awareness in mediating the effect of message appeals in media advertising on purchase intention. Benefit: Jurnal Manajemen Dan Bisnis , 6(1), 13-24.
  
  Najib, M. F., Kusdiana, W., & Razli, I. A. (2022). Local Halal cosmetic products purchase intention: Knowledge, religiosity, attitude, and Islamic advertising factors. Journal of Islamic Economic Laws, 5(2), 177-198. https://doi.org/10.23917/jisel.v5i2.19199
  
  Nickerson, C., Georgiadou, E., & Nandialath, A. M. (2023). Religious affiliation and religiosity: do Islamic appeals in advertising lead to higher purchase intentions among Muslim consumers in Dubai? Journal of Islamic Marketing, 14(4), 1128-1145. https://doi.org/10.1108/JIMA-10-2021-0332
  
  Nurhayati, T., & Hendar, H. (2020). Personal intrinsic religiosity and product knowledge on halal product purchase intention: Role of halal product awareness. Journal of Islamic Economic Laws, 11(3), 603-620. https://doi.org/10.1108/JIMA-11-2018-0220
  
  Pandey, M., & Yadav, P. S. (2023). Understanding the role of individual concerns, attitude, and perceived value in green apparel purchase intention; the mediating effect of consumer involvement and moderating role of generation Z&Y. Cleaner and Responsible Consumption, 9, Article 100120. https://doi.org/10.1016/j.clrc.2023.100120
  
  Peña-García, N., Gil-Saura, I., Rodríguez-Orejuela, A., & Siqueira-Junior, J. R. (2020). Purchase intention and purchase behavior online: A cross-cultural approach. Heliyon, 6(6), Article e04284. https://doi.org/10.1016/j.heliyon.2020.e04284
  
  Peng, D. X., & Lai, F. (2012). Using partial least squares in operations management research: A practical guideline and summary of past research. Journal of Operations Management, 30(6), 467-480. https://doi.org/10.1016/j.jom.2012.06.002
  
  Peter, J. P., & Olson, J. C. (2016). Perilaku konsumen dan strategi pemasaran [Consumer behavior and marketing strategy]. Salemba Empat.
  
  Pew Research Center. (2015, April 2). The Future of World Religions: Population Growth Projections, 2010-2050. https://www.pewresearch.org/religion/2015/04/02/religious-projections-2010-2050/
  
  Rahman, M., Albaity, M., & Maruf, B. (2017). The role of religiosity on the relationship between materialism and fashion clothing consumption among Malaysian Generation Y consumers. Social Indicators Research, 132, 757-783. https://doi.org/10.1007/s11205-016-1310-9
  
  Rakib, M. A. N., Chang, H. J. J., & Jones, R. P. (2022). Effective sustainability messages triggering consumer emotion and action: An application of the social cognitive theory and the dual-process model. Sustainability, 14(5), Article 2505. https://doi.org/10.3390/su14052505
  
  Ratnasari, R. T., Prajasari, A. C., & Kassim, S. (2023). Does religious knowledge level affect brand association and purchase intention of luxury cars? Case of the Lexus cars in Indonesia. Journal of Islamic Marketing, 14(4), 988-1006. https://doi.org/10.1108/JIMA-01-2020-0004
  
  Ratnasari, R. T., Ula, U. F., & Sukmana, R. (2021). Can store image moderate the influence of religiosity level on shopping orientation and customers’ behavior in Indonesia? Journal of Islamic Accounting and Business Research, 12(1), 78-96. https://doi.org/10.1108/JIABR-01-2017-0006
  
  Rausch, T. M., & Kopplin, C. S. (2021). Bridge the gap: Consumers’ purchase intention and behavior regarding sustainable clothing. Journal of Cleaner Production, 278, Article 123882. https://doi.org/10.1016/j.jclepro.2020.123882
  
  Salim, M., Aprianto, R., Abu Bakar, S. A., & Rusdi, M. (2022). Muslim clothing online purchases in Indonesia during COVID-19 crisis. Economies, 10(1), Article 19. https://doi.org/10.3390/economies10010019
  
  Setyawan, A. A., Maulana, H., Kusumawati, P. D. W., Murwanti, S., & Saputro, E. P. (2023). Is this truly healthy? Consumer’s trust in a healthy product extension in traditionally unhealthy products. WSEAS Transactions on Business and Economics, 20, 752-758. https://doi.org/10.37394/23207.2023.20.69
  
  Setyawan, A., Susila, I., & Anindita, S. (2019). Influence of power asymmetry, commitment and trust on sme retailers’ performance. Business: Theory and Practice, 20, 216-223. https://doi.org/10.3846/btp.2019.21
  
  Shirazi, F., Adam, N. A., Shanmugam, M., & Schultz, C. D. (2021). The importance of trust for electronic commerce satisfaction: An entrepreneurial perspective. British Food Journal, 123(2), 789-802. https://doi.org/10.1108/BFJ-07-2020-0626
  
  Silalahi, S. A. F., Fachrurazi, F., & Fahham, A. M. (2021). The role of perceived religiosity in strengthening celebrity endorser’s credibility dimensions. Cogent Business and Management, 8(1), Article 1956066. https://doi.org/10.1080/23311975.2021.1956066
  
  Singh, A., Rana, N. P., & Parayitam, S. (2022). Role of social currency in customer experience and co-creation intention in online travel agencies: Moderation of attitude and subjective norms. International Journal of Information Management Data Insights, 2(2), Article 100114. https://doi.org/10.1016/j.jjimei.2022.100114
  
  State of The Global Islamic Economy Report 2020/21: Thriving in Uncertainty. (2020). DinarStandard. https://cdn.salaamgateway.com/reports/pdf/862e1c9a9d925c5cd6aacae31b0ea102e21778a9.pdf
  
  Stirling, K. C. (2024, March 28). 5 facts about Muslims and Christians in Indonesia. Pew Research Center. https://www.pewresearch.org/short-reads/2024/03/28/5-facts-about-muslims-and-christians-in-indonesia/
  
  Stolovy, T. (2021). Styling the self: Clothing practices, personality traits, and body image among Israeli women. Frontiers in Psychology, 12, Article 719318. https://doi.org/10.3389/fpsyg.2021.719318
  
  Sun, Y., & Wang, S. (2020). Understanding consumers’ intentions to purchase green products in the social media marketing context. Asia Pacific Journal of Marketing and Logistics, 32(4), 860-878. https://doi.org/10.1108/APJML-03-2019-0178
  
  Tennakoon, N., & Lasanthika, J. (2018). Religiosity and engagement: Clarifying the relationship. International Journal of Commerce and Management Research, 4(1), 52-57.
  
  The Quran. (2015). The Quran and Its Translation: Surah An-Nur verse 31. Lajnah Pentashihan Mushaf Al-Quran.
  
  Tseng, T. H., Lee, C. T., Huang, H.-T., & Yang, W. H. (2022). Success factors driving consumer reuse intention of mobile shopping application channel. International Journal of Retail & Distribution Management, 50(1), 76-99. https://doi.org/https://doi.org/10.1108/IJRDM-08-2020-0309
  
  Tzeng, S. Y., & Ho, T. Y. (2022). Exploring the effects of product knowledge, trust, and distrust in the health belief model to predict attitude toward dietary supplements. SAGE Open, 12(1). https://doi.org/10.1177/21582440211068855
  
  Ustaahmetoğlu, E. (2020). The influence of different advertisement messages and levels of religiosity on attitude and purchase intention. International Journal of Islamic and Middle Eastern Finance and Management, 13(2), 339-356. https://doi.org/10.1108/IMEFM-02-2019-0064
  
  Uthamaputhran, L., Ahmad, F., Hassan, H., & Jaganathan, M. (2021). Dataset on the influence TPB predictors on environmental responsive behaviour amongst head teachers in the northern region of Malaysia. Data in Brief, 35, Article 106815. https://doi.org/10.1016/j.dib.2021.106815
  
  Uzir, M. U. H., Bukari, Z., Al Halbusi, H., Lim, R., Wahab, S. N., Rasul, T., Thurasamy, R., Jerin, I., Chowdhury, M. R. K., Tarofder, A. K., Yaakop, A. Y., Hamid, A. B. A., Haque, A., Rauf, A., & Eneizan, B. (2023). Applied artificial intelligence: Acceptance-intention-purchase and satisfaction on smartwatch usage in a Ghanaian context. Heliyon, 9(8), Article e18666. https://doi.org/10.1016/j.heliyon.2023.e18666
  
  Wang, L., & Zhang, Q. (2021). The role of extrinsic religiosity on consumer green hotel selection in Title must be long View project Consumer green purchase behaviour/green decision-making process View project. International Journal of Tourism & Hotel Business Management, 3(1), 405-425.
  
  Wang, L., Wong, P. P. W., & Elangkovan, N. A. (2020). The influence of religiosity on consumer’s green purchase intention towards green hotel selection in China. Journal of China Tourism Research, 16(3), 319-345. https://doi.org/10.1080/19388160.2019.1637318
  
  Wardana, C. K., & Widowati, R. (2021). The influence of product knowledge and religious norms on consumer purchase intention mediated by attitude. Proceedings of the 4th International Conference on Sustainable Innovation 2020-Accounting and Management (ICoSIAMS 2020), 176(ICoSIAMS 2020), 376-381. https://doi.org/10.2991/aer.k.210121.053
  
  Watakakosol, R., Suttiwan, P., Ngamake, S. T., Raveepatarakul, J., Wiwattanapantuwong, J., Iamsupasit, S., & Tuicomepee, A. (2021). Integration of the theory of planned behavior and transtheoretical model of change for prediction of intentions to reduce or stop alcohol use among Thai adolescents. Substance Use and Misuse, 56(1), 72-80. https://doi.org/10.1080/10826084.2020.1837168
  
  Yaakop, A. Y., Hafeez, H. M., Faisal, M. M., Munir, M., & Ali, M. (2021). Impact of religiosity on purchase intentions towards counterfeit products: Investigating the mediating role of attitude and moderating role of hedonic benefits. Heliyon, 7(2), Article e06026. https://doi.org/10.1016/j.heliyon.2021.e06026
  
  Ye, D., Liu, F., Cho, D., & Jia, Z. (2022). Investigating switching intention of e-commerce live streaming users. Heliyon, 8(10), Article e11145. https://doi.org/10.1016/j.heliyon.2022.e11145
  
  Zhao, L., Lee, S. H., & Copeland, L. R. (2019). Social media and Chinese consumers’ environmentally sustainable apparel purchase intentions. Asia Pacific Journal of Marketing and Logistics, 31(4), 855-874. https://doi.org/10.1108/APJML-08-2017-0183
  
  Zhou, X., & Tian, X. (2022). Impact of live streamer characteristics and customer response on live-streaming performance: Empirical evidence from e-commerce platform. Procedia Computer Science, 214, 1277-1284. https://doi.org/10.1016/j.procs.2022.11.306
  
  Zhu, L., Li, H., Wang, F. K., He, W., & Tian, Z. (2020). How online reviews affect purchase intention: a new model based on the stimulus-organism-response (S-O-R) framework. Aslib Journal of Information Management, 72(4), 463-488. https://doi.org/10.1108/AJIM-11-2019-0308