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Research Articles

Using Artificial Intelligence to Promote Branded Color Cosmetics: Evidence from Indonesia

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References

  • Abbad, M. M. (2021). Using the UTAUT model to understand students’ usage of e-learning systems in developing countries. Education and Information Technologies, 26(6), 7205–7224. https://doi.org/10.1007/s10639-021-10573-5
  • Abidin, C. (2016). “Aren’t these just young, rich women doing vain things online?”: Influencer selfies as subversive frivolity. Social Media + Society, 2(2), 205630511664134. https://doi.org/10.1177/2056305116641342
  • Ailawadi, K. L., Neslin, S. A., & Gedenk, K. (2001). Pursuing the value-conscious consumer: Store brands versus national brand promotions. Journal of Marketing, 65(1), 71–89. https://doi.org/10.1509/jmkg.65.1.71.18132
  • Barker, J. (2020). Making-up on mobile: The pretty filters and ugly implications of Snapchat. Fashion, Style and Popular Culture, 7(2), 207–221. https://doi.org/10.1386/fspc_00015_1
  • Belanche, D., Casaló, L. V., Flavián, C., & Schepers, J. (2020). Service robot implementation: A theoretical framework and research agenda. The Service Industries Journal, 40(3–4), 203–225. https://doi.org/10.1080/02642069.2019.1672666
  • Bernerth, J. B., & Aguinis, H. (2016). A critical review and best-practice recommendations for control variable usage. Personnel Psychology, 69(1), 229–283. https://doi.org/10.1111/peps.12103
  • Butt, A., Ahmad, H., Muzaffar, A., Ali, F., & Shafique, N. (2022). WOW, the make-up AR app is impressive: A comparative study between China and South Korea. Journal of Services Marketing, 36(1), 73–88. https://doi.org/10.1108/JSM-12-2020-0508
  • Cham, T. H., Ng, C. K. Y., Lim, Y. M., & Cheng, B. L. (2018). Factors influencing clothing interest and purchase intention: A study of Generation Y consumers in Malaysia. The International Review of Retail, Distribution and Consumer Research, 28(2), 174–189. https://doi.org/10.1080/09593969.2017.1397045
  • Chang, L., Li, P., Loh, R. S. M., & Chua, T. H. H. (2019). A study of Singapore adolescent girls’ selfie practices, peer appearance comparisons, and body esteem on Instagram. Body Image, 29, 90–99. https://doi.org/10.1016/j.bodyim.2019.03.005
  • Chen, N., & Huang, S. C. (2016). Domestic technology adoption: Comparison of innovation adoption models and moderators. Human Factors and Ergonomics in Manufacturing & Service Industries, 26(2), 177–190. https://doi.org/10.1002/hfm.20621
  • Chiou, J. S., & Droge, C. (2006). Service quality, trust, specific asset investment, and expertise: Direct and indirect effects in a satisfaction-loyalty framework. Journal of the Academy of Marketing Science, 34(4), 613–627. https://doi.org/10.1177/0092070306286934
  • Coyne, S. M., Davis, E. J., Warburton, W., Stockdale, L., Abba, I., & Busby, D. M. (2021). Mirror, mirror on the wall: The effect of listening to body positive music on implicit and explicit body esteem. Psychology of Popular Media, 10(1), 2–13. https://doi.org/10.1037/ppm0000273
  • Cui, L., Wang, Y., Chen, W., Wen, W., & Han, M. S. (2021). Predicting determinants of consumers’ purchase motivation for electric vehicles: An application of Maslow’s hierarchy of needs model. Energy Policy, 151, 112167. https://doi.org/10.1016/j.enpol.2021.112167
  • Cui, B., Yang, K., & Chou, T. (2016). Analyzing the impact of price promotion strategies on manufacturer sales performance. Journal of Service Science and Management, 09(02), 182–187. https://doi.org/10.4236/jssm.2016.92022
  • Darden, W. R., & Perreault, W. D., Jr. (1976). Identifying interurban shoppers: Multiproduct purchase patterns and segmentation profiles. Journal of Marketing Research, 13(1), 51–60. https://doi.org/10.1177/002224377601300107
  • Del Campo, M., Manninger, S., Wang, L. J., & Sanche, M. (2019). Sensibilities of artificial intelligence. In Design Modelling Symposium, Berlin, pp. 529–538. https://doi.org/10.1007/978-3-030-29829-6_41
  • Dirican, C. (2015). The impacts of robotics, artificial intelligence on business and economics. Procedia - Social and Behavioral Sciences, 195, 564–573. https://doi.org/10.1016/j.sbspro.2015.06.134
  • Erdmann, A., Mas, J. M., & Arilla, R. (2021). Value‐based adoption of augmented reality: A study on the influence on online purchase intention in retail. Journal of Consumer Behaviour, 1–21. https://doi.org/10.1002/cb.1993
  • Erickson, G. M., & Johansson, J. K. (1985). The role of price in multi-attribute product evaluations. Journal of Consumer Research, 12(2), 195–199. https://doi.org/10.1086/208508
  • Erling, A., & Hwang, C. P. (2004). Body-esteem in Swedish 10-year-old children. Perceptual and Motor Skills, 99(2), 437–444. https://doi.org/10.2466/pms.99.2.437-444
  • Etcoff, N. L., Stock, S., Haley, L. E., Vickery, S. A., & House, D. M. (2011). Cosmetics as a feature of the extended human phenotype: Modulation of the perception of biologically important facial signals. PloS One, 6(10), e25656. https://doi.org/10.1371/journal.pone.0025656
  • Fadhilah, R. D., & Jatmika, S. (2022). South Korea strategy in increasing exports of beauty products to Indonesia in Covid-19 pandemic. Devotion: Journal of Community Service, 3(7), 611–618. https://doi.org/10.36418/dev.v3i7.154
  • Fardouly, J., Pinkus, R. T., & Vartanian, L. R. (2017). The impact of appearance comparisons made through social media, traditional media, and in person in women’s everyday lives. Body Image, 20, 31–39. https://doi.org/10.1016/j.bodyim.2016.11.002
  • Farooq, R. (2016). Role of structural equation modeling in scale development. Journal of Advances in Management Research, 13(1), 75–91. https://doi.org/10.1108/JAMR-05-2015-0037
  • Fastoso, F., González-Jiménez, H., & Cometto, T. (2021). Mirror, mirror on my phone: Drivers and consequences of selfie editing. Journal of Business Research, 133, 365–375. https://doi.org/10.1016/j.jbusres.2021.05.002
  • Faust, F., Roepke, G., Catecati, T., Araujo, F., Ferreira, M. G. G., & Albertazzi, D. (2012). Use of augmented reality in the usability evaluation of products. Work, 41(1), 1164–1167. https://doi.org/10.3233/WOR-2012-0298-1164
  • Feng, Y., & Mueller, B. (2019). The state of augmented reality advertising around the globe: A multi-cultural content analysis. Journal of Promotion Management, 25(4), 453–475. https://doi.org/10.1080/10496491.2018.1448323
  • Ferrer-García, M., & Gutiérrez-Maldonado, J. (2012). The use of virtual reality in the study, assessment, and treatment of body image in eating disorders and nonclinical samples: A review of the literature. Body Image, 9(1), 1–11. https://doi.org/10.1016/j.bodyim.2011.10.001
  • Festinger, L. (1954). A theory of social communication processes. Human Relations, 7(2), 117–140. https://doi.org/10.1177/001872675400700202
  • Franzoi, S. L. (2001). Is female body esteem shaped by benevolent sexism? Sex Roles, 44(3/4), 177–188. https://doi.org/10.1023/A:1010903003521
  • Gattario, K. H., & Frisén, A. (2019). From negative to positive body image: Men’s and women’s journeys from early adolescence to emerging adulthood. Body Image, 28, 53–65. https://doi.org/10.1016/j.bodyim.2018.12.002
  • Gefen, D., Rigdon, E. E., & Straub, D. (2011). Editor’s comments: An update and extension to SEM guidelines for administrative and social science research. Mis Quarterly, 35(2), iii–xiv. https://doi.org/10.2307/23044042
  • Ghazali, E. M., Mutum, D. S., & Woon, M. Y. (2019). Multiple sequential mediation in an extended uses and gratifications model of augmented reality game Pokémon Go. Internet Research, 29(3), 504–528. https://doi.org/10.1108/IntR-12-2017-0505
  • Giovannini, S., Xu, Y., & Thomas, J. (2015). Luxury fashion consumption and Generation Y consumers: Self, brand consciousness, and consumption motivations. Journal of Fashion Marketing and Management, 19(1), 22–40. https://doi.org/10.1108/JFMM-08-2013-0096
  • Global Business Guide (GBG) Indonesia. (2017). Manufacturing | Indonesia’s cosmetics industry: The rise of halal cosmetics. http://www.gbgindonesia.com/en/manufacturing/article/2018/indonesia_s_cosmetics_industry_the_rise_of_halal_cosmetics_11842.php
  • Global Cosmetics News. (2020). Perfect Corp offers brands complimentary YouCam makeup app services. Retrieved June 8, 2022, from https://www.globalcosmeticsnews.com/perfect-corp-offers-brands-complimentary-youcam-makeup-app-services/
  • Goldsmith, R. E., Flynn, L. R., & Goldsmith, E. B. (2003). Innovative consumers and market mavens. Journal of Marketing Theory and Practice, 11(4), 54–65. https://doi.org/10.1080/10696679.2003.11658508
  • Grewal, D., Roggeveen, A. L., Compeau, L. D., & Levy, M. (2012). Retail value-based pricing strategies: New times, new technologies, new consumers. Journal of Retailing, 88(1), 1–6. https://doi.org/10.1016/j.jretai.2016.12.008
  • Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis: Pearson new international edition (7th ed.). Pearson Education.
  • Hampson, D. P., Gong, S., & Xie, Y. (2021). How consumer confidence affects price conscious behavior: The roles of financial vulnerability and locus of control. Journal of Business Research, 132(1), 693–704. https://doi.org/10.1016/j.jbusres.2020.10.032
  • Heidarzadeh, A., Shahmohammadipour, P., Azzizadeh Forouzi, M., Dehghan, M., & Khorasani, Z. (2019). Body image, self-esteem, and psychological problems among applicants and non-applicants of cosmetic surgery. Practice in Clinical Psychology, 7(1), 33–42. https://doi.org/10.32598/jpcp.7.1.33
  • Hsu, S. H. Y., Tsou, H. T., & Chen, J. S. (2021). “Yes, we do. Why not use augmented reality?” customer responses to experiential presentations of AR-based applications. Journal of Retailing and Consumer Services, 62(1), 102649. https://doi.org/10.1016/j.jretconser.2021.102649
  • Huang, T. L., & Liao, S. L. (2017). Creating e-shopping multisensory flow experience through augmented-reality interactive technology. Internet Research, 27(2), 449–475. https://doi.org/10.1108/IntR-11-2015-0321
  • Javornik, A. (2016). Augmented reality: Research agenda for studying the impact of its media characteristics on consumer behaviour. Journal of Retailing and Consumer Services, 30, 252–261. https://doi.org/10.1016/j.jretconser.2016.02.004
  • Javornik, A., Marder, B., Barhorst, J. B., McLean, G., Rogers, Y., Marshall, P., & Warlop, L. (2022). ‘What lies behind the filter?’ Uncovering the motivations for using augmented reality (AR) face filters on social media and their effect on well-being. Computers in Human Behavior, 128, 107126. https://doi.org/10.1016/j.chb.2021.107126
  • Javornik, A., Marder, B., Pizzetti, M., & Warlop, L. (2021). Augmented self-the effects of virtual face augmentation on consumers’ self-concept. Journal of Business Research, 130(1), 170–187. https://doi.org/10.1016/j.jbusres.2021.03.026
  • Jin, B., & Sternquist, B. (2004). Shopping is truly a joy. The Service Industries Journal, 24(6), 1–18. https://doi.org/10.1080/0264206042000299158
  • Jordan, P. J., & Troth, A. C. (2020). Common method bias in applied settings: The dilemma of researching in organizations. Australian Journal of Management, 45(1), 3–14. https://doi.org/10.1177/0312896219871976
  • Kaminski, P. L., & Hayslip, B. (2006). Gender differences in body esteem among older adults. Journal of Women & Aging, 18(3), 19–35. https://doi.org/10.1300/J074v18n03_03
  • Kang, H. (2021). Sample size determination and power analysis using the G* Power software. Journal of Educational Evaluation for Health Professions, 18, 17–12. https://doi.org/10.3352/jeehp.2021.18.1
  • Karazsia, B. T., & Berlin, K. S. (2018). Can a mediator moderate? Considering the role of time and change in the mediator-moderator distinction. Behavior Therapy, 49(1), 12–20. https://doi.org/10.1016/j.beth.2017.10.001
  • Kasilingam, D. L. (2020). Understanding the attitude and intention to use smartphone chatbots for shopping. Technology in Society, 62(3), 101280. https://doi.org/10.1016/j.techsoc.2020.101280
  • Kim, E., Libaque-Saenz, C. F., & Park, M. C. (2019). Understanding shopping routes of offline purchasers: Selection of search-channels (online vs. offline) and search-platforms (mobile vs. PC) based on product types. Service Business, 13(2), 305–338. https://doi.org/10.1007/s11628-018-0384-7
  • Kim, C. K., Lim, W. S., & Lee, Y. K. (2010). Studies on the fold-ability of coated paperboard (I): Influence of latex on fold-ability during creasing/folding coated paperboard. Journal of Industrial and Engineering Chemistry, 16(5), 842–847. https://doi.org/10.1016/j.jiec.2010.05.001
  • Kristi, K. M., & Kusumawati, N. (2021, May). Technology acceptance and customer perception of augmented reality (AR) in Indonesian beauty industry [Paper presentation]. ICE-BEES 2020: Proceedings of the 3rd International Conference on Economics, Business and Economic Education Science, ICE-BEES 2020, 22-23 July 2020, Semarang, Indonesia (p. 134). European Alliance for Innovation. https://eprints.eudl.eu/id/eprint/5035/1/eai.22-7-2020.2307916.pdf https://doi.org/10.4108/eai.22-7-2020.2307916
  • Kukar-Kinney, M., Ridgway, N. M., & Monroe, K. B. (2012). The role of price in the behavior and purchase decisions of compulsive buyers. Journal of Retailing, 88(1), 63–71. https://doi.org/10.1016/j.jretai.2011.02.004
  • Kurul, R., Ögün, M. N., Neriman Narin, A., Avci, Ş., & Yazgan, B. (2020). An alternative method for anatomy training: Immersive virtual reality. Anatomical Sciences Education, 13(5), 648–656. https://doi.org/10.1002/ase.1959
  • Lal, B., Dwivedi, Y. K., & Haag, M. (2021). Working from home during covid-19: Doing and managing technology-enabled social interaction with colleagues at a distance. Information Systems Frontiers, 1–18. https://doi.org/10.1007/s10796-021-10182-0
  • Lavoye, V., Mero, J., & Tarkiainen, A. (2021). Consumer behavior with augmented reality in retail: A review and research agenda. The International Review of Retail, Distribution and Consumer Research, 31(3), 299–329. https://doi.org/10.1080/09593969.2021.1901765
  • Lawrence, J. W., Rosenberg, L. E., & Fauerbach, J. A. (2007). Comparing the body esteem of pediatric survivors of burn injury with the body esteem of an age-matched comparison group without burns. Rehabilitation Psychology, 52(4), 370–379. https://doi.org/10.1037/0090-5550.52.4.370
  • Leary, M. R., & Baumeister, R. F. (2000). The nature and function of self-esteem: Sociometer theory. Advances in Experimental Social Psychology, 32, 1–62. https://doi.org/10.1016/S0065-2601(00)80003-9
  • Lee, K. Y., Sheehan, L., Lee, K., & Chang, Y. (2021). The continuation and recommendation intention of artificial intelligence-based voice assistant systems (AIVAS): The influence of personal traits. Internet Research, 31(5), 1899–1939. https://doi.org/10.1108/INTR-11-2020-0668
  • Lee, B. K., Suh, T., & Sierra, J. J. (2020). Understanding the effects of physical images on viewers in social comparison contexts: A multi-study approach. Journal of Promotion Management, 26(1), 1–18. https://doi.org/10.1080/10496491.2019.1612496
  • Lenz, G. S., & Sahn, A. (2021). Achieving statistical significance with control variables and without transparency. Political Analysis, 29(3), 356–369. https://doi.org/10.1017/pan.2020.31
  • Lereya, S. T., Eryigit-Madzwamuse, S., Patra, C., Smith, J. H., & Wolke, D. (2014). Body-esteem of pupils who attended single-sex versus mixed-sex schools: A cross-sectional study of intrasexual competition and peer victimization. Journal of Adolescence, 37(7), 1109–1119. https://doi.org/10.1016/j.adolescence.2014.08.005
  • Lichtenstein, D. R., Bloch, P. H., & Black, W. C. (1988). Correlates of price acceptability. Journal of Consumer Research, 15(2), 243–252. https://doi.org/10.1086/209161
  • Lichtenstein, D. R., Ridgway, N. M., & Netemeyer, R. G. (1993). Price perceptions and consumer shopping behavior: A field study. Journal of Marketing Research, 30(2), 234–245. https://doi.org/10.1177/002224379303000208
  • Lim, J. S., & Zhang, J. (2022). Adoption of AI-driven personalization in digital news platforms: An integrative model of technology acceptance and perceived contingency. Technology in Society, 69, 101965. https://doi.org/10.1016/j.techsoc.2022.101965
  • Lin, L. F., & Kulik, J. A. (2002). Social comparison and women’s body satisfaction. Basic and Applied Social Psychology, 24(2), 115–123. https://doi.org/10.1207/S15324834BASP2402_4
  • Lipowska, M., Lipowski, M., Olszewski, H., & Dykalska-Bieck, D. (2016). Gender differences in body-esteem among seniors: Beauty and health considerations. Archives of Gerontology and Geriatrics, 67(2), 160–170. https://doi.org/10.1016/j.archger.2016.08.006
  • Liu, Y., Wu, A. D., & Zumbo, B. D. (2010). The impact of outliers on Cronbach’s coefficient alpha estimate of reliability: Ordinal/rating scale item responses. Educational and Psychological Measurement, 70(1), 5–21. https://doi.org/10.1177/0013164409344548
  • Lungu, A. J., Swinkels, W., Claesen, L., Tu, P., Egger, J., & Chen, X. (2021). A review on the applications of virtual reality, augmented reality and mixed reality in surgical simulation: An extension to different kinds of surgery. Expert Review of Medical Devices, 18(1), 47–62. https://doi.org/10.1080/17434440.2021.1860750
  • Ma, Y., & Kwon, K. H. (2021). Changes in purchasing patterns in the beauty market due to Post–COVID‐19: Literature review. Journal of Cosmetic Dermatology, 20(10), 3074–3079. https://doi.org/10.1111/jocd.14357
  • Maggioni, I., Sands, S. J., Ferraro, C. R., Pallant, J. I., Pallant, J. L., Shedd, L., & Tojib, D. (2020). Consumer cross-channel behaviour: Is it always planned? International Journal of Retail & Distribution Management, 48(12), 1357–1375. https://doi.org/10.1108/IJRDM-03-2020-0103
  • Marchessou, S., & Spagnuolo, E. (2021, July). Taking a good look at the beauty industry. https://www.mckinsey.com/industries/retail/our-insights/taking-a-good-look-at-the-beauty-industry
  • McCreary, D. R., & Saucier, D. M. (2009). Drive for muscularity, body comparison, and social physique anxiety in men and women. Body Image, 6(1), 24–30. https://doi.org/10.1016/j.bodyim.2008.09.002
  • Mendelson, B. K., Mendelson, M. J., & White, D. R. (2001). Body-esteem scale for adolescents and adults. Journal of Personality Assessment, 76(1), 90–106. https://doi.org/10.1207/S15327752JPA7601_6
  • Mendelson, B. K., White, D. R., & Mendelson, M. J. (1996). Self-esteem and body esteem: Effects of gender, age, and weight. Journal of Applied Developmental Psychology, 17(3), 321–346. https://doi.org/10.1016/S0193-3973(96)90030-1
  • Mościcka, P., Chróst, N., Terlikowski, R., Przylipiak, M., Wołosik, K., & Przylipiak, A. (2020). Hygienic and cosmetic care habits in polish women during COVID‐19 pandemic. Journal of Cosmetic Dermatology, 19(8), 1840–1845. https://doi.org/10.1111/jocd.13539
  • Muehlenkamp, J. J., & Brausch, A. M. (2012). Body image as a mediator of non-suicidal self-injury in adolescents. Journal of Adolescence, 35(1), 1–9. https://doi.org/10.1016/j.adolescence.2011.06.010
  • Muratore, I. (2016). Teens as impulsive buyers: What is the role of price? International Journal of Retail & Distribution Management, 44(11), 1166–1180. https://doi.org/10.1108/IJRDM-08-2015-0120
  • Musetti, A., Schimmenti, A., & Corsano, P. (2021). Mass media influences on body image and body esteem in female adolescents: The mediating role of hopeful future expectations. Atlantic Journal of Communication, 29(4), 189–201. https://doi.org/10.1080/15456870.2020.1742716
  • Nielsen, B. B., & Raswant, A. (2018). The selection, use, and reporting of control variables in international business research: A review and recommendations. Journal of World Business, 53(6), 958–968. https://doi.org/10.1016/j.jwb.2018.05.003
  • Noble, C. H., & Walker, B. A. (1997). Exploring the relationships among liminal transitions, symbolic consumption, and the extended self. Psychology and Marketing, 14(1), 29–47. https://doi.org/10.1002/(SICI)1520-6793(199701)14:1 ≤ 29::AID-MAR3 ≥ 3.0.CO;2-Q
  • Othman, K. (2021). Public acceptance and perception of autonomous vehicles: A comprehensive review. AI and Ethics, 1(3), 355–387. https://doi.org/10.1007/s43681-021-00041-8
  • Owens, D. L., Hardman, M., & Keillor, B. (2001). The differential impact of price-related consumer promotions on loyal versus non-loyal users of the brand: A field study investigation. Journal of Promotion Management, 6(1–2), 113–131. https://doi.org/10.1300/J057v06n01_10
  • Oyman, M., Bal, D., & Ozer, S. (2022). Extending the technology acceptance model to explain how perceived augmented reality affects consumers’ perceptions. Computers in Human Behavior, 128, 107127. https://doi.org/10.1016/j.chb.2021.107127
  • Park, Y. W., Hong, P., & Shin, G. C. (2022). Rising and thriving in the post COVID-19 era: A case study of COSMAX, a leader of the Korean cosmetic industry. Asia Pacific Business Review, 1–20. https://doi.org/10.1080/13602381.2022.2059955
  • Park, J. K., & John, D. R. (2011). More than meets the eye: The influence of implicit and explicit self-esteem on materialism. Journal of Consumer Psychology, 21(1), 73–87. https://doi.org/10.1016/j.jcps.2010.09.001
  • Pillai, K. G., & Nair, S. R. (2021). The effect of social comparison orientation on luxury purchase intentions. Journal of Business Research, 134, 89–100. https://doi.org/10.1016/j.jbusres.2021.05.033
  • Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. The Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879
  • Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers: A Journal of the Psychonomic Society, Inc, 36(4), 717–731. https://doi.org/10.3758/BF03206553
  • Puntoni, S., Reczek, R. W., Giesler, M., & Botti, S. (2021). Consumers and artificial intelligence: An experiential perspective. Journal of Marketing, 85(1), 131–151. https://doi.org/10.1177/0022242920953847
  • Ramadhanty, R. P., & Hamid, A. Y. S. (2021). Body image perception is related to self-esteem of the adolescents with acne vulgaris. Enfermería Clínica, 31, S326–S329. https://doi.org/10.1016/j.enfcli.2020.09.021
  • Robertson, J., Fieldman, G., & Hussey, T. (2008). “Who wears Cosmetics?” Individual differences and their relationship with cosmetic usage. Individual Differences Research, 6(1), 38–56. https://web.s.ebscohost.com/ehost/pdfviewer/pdfviewer?vid=0&sid=3b0a715e-d367-4dec-8af2-cae72990ecf1%40redis
  • Rogers, E. M. (1995). Diffusion of innovations (4th ed.). The Free Press.
  • Scholz, J., & Duffy, K. (2018). We ARe at home: How augmented reality reshapes mobile marketing and consumer-brand relationships. Journal of Retailing and Consumer Services, 44(1), 11–23. https://doi.org/10.1016/j.jretconser.2018.05.004
  • Schreiber, J. B. (2008). Core reporting practices in structural equation modeling. Research in Social & Administrative Pharmacy: RSAP, 4(2), 83–97. https://doi.org/10.1016/j.sapharm.2007.04.003
  • Simay, A., Wei, Y., Gyulavári, T., Syahrivar, J., Gaczek, P., & Hofmeister-Tóth, Á. (2022). The e-WOM intention of Artificial Intelligence (AI) color cosmetics among Chinese social media influencers. Asia Pacific Journal of Marketing and Logistics, https://doi.org/10.1108/APJML-04-2022-0352
  • Smink, A. R., Frowijn, S., van Reijmersdal, E. A., van Noort, G., & Neijens, P. C. (2019). Try online before you buy: How does shopping with augmented reality affect brand responses and personal data disclosure. Electronic Commerce Research and Applications, 35, 100854. https://doi.org/10.1016/j.sapharm.2007.04.003
  • Smink, A. R., van Reijmersdal, E. A., van Noort, G., & Neijens, P. C. (2020). Shopping in augmented reality: The effects of spatial presence, personalization and intrusiveness on app and brand responses. Journal of Business Research, 118, 474–485. https://doi.org/10.1016/j.jbusres.2020.07.018
  • Sood, A., Quintal, V., & Phau, I. (2017). Keeping up with the Kardashians: Consumers’ intention to engage in cosmetic surgery. Journal of Promotion Management, 23(2), 185–206. https://doi.org/10.1080/10496491.2016.1267677
  • Spector, P. E., & Brannick, M. T. (2011). Methodological urban legends: The misuse of statistical control variables. Organizational Research Methods, 14(2), 287–305. https://doi.org/10.1177/1094428110369842
  • Sprenger, D. A., & Schwaninger, A. (2021). Technology acceptance of four digital learning technologies (classroom response system, classroom chat, e-lectures, and mobile virtual reality) after three months’ usage. International Journal of Educational Technology in Higher Education, 18(1), 1–17. https://doi.org/10.1186/s41239-021-00243-4
  • Statista. (2020, September). Change in the share of makeup users due to COVID-19 Indonesia 2020, by product. https://www.statista.com/statistics/1218207/indonesia-change-in-the-share-of-makeup-users-due-to-covid-19-by-product-type/
  • Sudbury-Riley, L. (2016). The baby boomer market maven in the United Kingdom: An experienced diffuser of marketplace information. Journal of Marketing Management, 32(7–8), 716–749. https://doi.org/10.1080/0267257X.2015.1129985
  • Syahrivar, J., Gyulavári, T., Jászberényi, M., Ásványi, K., Kökény, L., & Chairy, C. (2021). Surrendering personal control to automation: Appalling or appealing? Transportation Research Part F: Traffic Psychology and Behaviour, 80, 90–103. https://doi.org/10.1016/j.trf.2021.03.018
  • Tatzel, M. (2002). “Money worlds” and well-being: An integration of money dispositions, materialism and price-related behavior. Journal of Economic Psychology, 23(1), 103–126. https://doi.org/10.1016/S0167-4870(01)00069-1
  • Tawira, L., & Ivanov, A. (2022). Leveraging personalization and customization affordances of virtual try-on apps for a new model in apparel m-shopping. Asia Pacific Journal of Marketing and Logistics, In press. https://doi.org/10.1108/APJML-09-2021-0652
  • Tellis, G. J., & Gaeth, G. J. (1990). Best value, price-seeking, and price aversion: The impact of information and learning on consumer choices. Journal of Marketing, 54(2), 34–45. https://doi.org/10.1177/002224299005400203
  • Tibbetts, M., Epstein-Shuman, A., Leitao, M., & Kushlev, K. (2021). A week during COVID-19: Online social interactions are associated with greater connection and more stress. Computers in Human Behavior Reports, 4, 100133. https://doi.org/10.1016/j.chbr.2021.100133
  • Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315. https://doi.org/10.1111/j.1540-5915.2008.00192.x
  • Vorderer, P., & Schneider, F. M. (2016). Social media and ostracism. In K. D. Williams & S. A. Nida (Eds.), Ostracism, exclusion, and rejection (pp. 250–267). Routledge.
  • Wang, D. (2019). A study of the relationship between narcissism, extraversion, body-esteem, social comparison orientation and selfie-editing behavior on social networking sites. Personality and Individual Differences, 146(1), 127–129. https://doi.org/10.1016/j.paid.2019.04.012
  • Wang, Y., Ko, E., & Wang, H. (2022). Augmented reality (AR) app use in the beauty product industry and consumer purchase intention. Asia Pacific Journal of Marketing and Logistics, 34(1), 110–131. https://doi.org/10.1108/APJML-11-2019-0684
  • Wang, Y., Xie, X., Fardouly, J., Vartanian, L. R., & Lei, L. (2021). The longitudinal and reciprocal relationships between selfie-related behaviors and self-objectification and appearance concerns among adolescents. New Media & Society, 23(1), 56–77. https://doi.org/10.1177/1461444819894346
  • Watson, A., Alexander, B., & Salavati, L. (2018). The impact of experiential augmented reality applications on fashion purchase intention. International Journal of Retail & Distribution Management, 48(5), 433–451. https://doi.org/10.1108/IJRDM-06-2017-0117
  • Wells, W. D., & Tigert, D. J. (1971). Activities, interests and opinions. Journal of Advertising Research, 11(4), 27–35. https://www.academia.edu/35135929/Activities_Interests_and_Opinions?bulkDownload=thisPaper-topRelated-sameAuthor-citingThis-citedByThis-secondOrderCitations&from=cover_page
  • Whang, J. B., Song, J. H., Choi, B., & Lee, J. H. (2021). The effect of Augmented Reality on purchase intention of beauty products: The roles of consumers’ control. Journal of Business Research, 133(1), 275–284. https://doi.org/10.1016/j.jbusres.2021.04.057
  • Whelan, S., & Davies, G. (2006). Profiling consumers of own brands and national brands using human personality. Journal of Retailing and Consumer Services, 13(6), 393–402. https://doi.org/10.1016/j.jretconser.2006.02.004
  • Wood, J. V. (1996). What is social comparison and how should we study it? Personality and Social Psychology Bulletin, 22(5), 520–537. https://doi.org/10.1177/0146167296225009
  • Yang, Y., & Xia, Y. (2015). On the number of factors to retain in exploratory factor analysis for ordered categorical data. Behavior Research Methods, 47(3), 756–772. https://doi.org/10.3758/s13428-014-0499-2
  • Yao, L., Niu, G., & Sun, X. (2021). Body image comparisons on social networking sites and Chinese female college students’ restrained eating: The roles of body shame, body appreciation, and body mass index. Sex Roles, 84(7–8), 465–476. https://doi.org/10.1007/s11199-020-01179-1
  • Ye, S. H., Liu, X. T., & Shi, S. Y. (2015). The research of status’s influence on consumers’ self-brand connection with luxury brands: Moderating role of self-esteem and vanity. Open Journal of Business and Management, 03(01), 11–19. https://doi.org/10.4236/ojbm.2015.31002
  • Yim, M. Y. C., & Park, S. Y. (2019). “I am not satisfied with my body, so I like augmented reality (AR)”: Consumer responses to AR-based product presentations. Journal of Business Research, 100(1), 581–589. https://doi.org/10.1016/j.jbusres.2018.10.041
  • York, R. (2018). Control variables and causal inference: A question of balance. International Journal of Social Research Methodology, 21(6), 675–684. https://doi.org/10.1080/13645579.2018.1468730
  • Zhang, J., Oh, Y. J., Lange, P., Yu, Z., & Fukuoka, Y. (2020). Artificial intelligence chatbot behavior change model for designing artificial intelligence chatbots to promote physical activity and a healthy diet. Journal of Medical Internet Research, 22(9), e22845. https://doi.org/10.2196/22845
  • Zhang, T., Wang, W. Y. C., Cao, L., & Wang, Y. (2019). The role of virtual try-on technology in online purchase decision from consumers’ aspect. Internet Research, 29(3), 529–551. https://doi.org/10.1108/IntR-12-2017-0540
  • Zielke, S. (2014). Shopping in discount stores: The role of price-related attributions, emotions and value perception. Journal of Retailing and Consumer Services, 21(3), 327–338. https://doi.org/10.1016/j.jretconser.2013.04.008

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