The Market Formation of Value and Preferences: An Empirical Study of Electronic Word-of-Mouth in the Indonesia E-Commerce for Cosmetic Product

Authors

  • Zainur Romli Universitas Indonesia

DOI:

https://doi.org/10.23887/ijssb.v8i2.75830

Keywords:

E-WOM, Formation Value, Preferences, E-Commerce, Cosmetics Market, Reputation

Abstract

This study aims to investigate the influence and impact of Electronic Word-of-Mouth (E-WOM) on the formation of product value and consumer purchase preferences in the cosmetic market context, referring to signal quality. The analysis was conducted within the dynamic digital market context, where product value is formed exogenously and is filled with uncertainty. This condition underscores the importance of reputation management and online consumer interaction for cosmetic companies in optimizing their products in the ever-evolving digital market arena. Unlike previous studies that explored product value formation conventionally, this research explores market interactions directly within the digital marketplace. This study employs a digital research method utilizing web scraping techniques with Python algorithms. The results reveal that the product value formed from E-WOM on the Bukalapak online marketplace for Kahf Face Wash products predominantly responds to signal quality from functional aspects. Additionally, E-WOM extends into the domain of social value. The analysis highlights that consumers evaluate this product comprehensively as an essential skincare necessity and as part of the entire market activation system, from packaging to seller service.

References

Aerts, G., Smits, T., & Verlegh, P. W. (2017). How online consumer reviews are influenced by the language and valence of prior reviews: A construal level perspective. Computers in Human Behavior, 75, 855-864. DOI: https://doi.org/10.1016/j.chb.2017.06.023

Akbari, M., Foroudi, P., Fashami, R. Z., Mahavarpour, N., & Khodayari, M. (2022). Let us talk about something: The evolution of e-WOM from the past to the future. Journal of Business Research, 149, 663-689. DOI: https://doi.org/10.1016/j.jbusres.2022.05.061

Alamsyah, D. P., Ratnapuri, C. I., Aryanto, R., & Othman, N. A. (2021). Digital marketing: Implementation of digital advertising preference to support brand awareness. Academy of Strategic Management Journal, 20(2), 1-10.

Amelia, R. D., Michael, M., & Mulyandi, R. (2021). Analisis Online Consumer Review Terhadap Keputusan Pembelian pada E-Commerce Kecantikan. Jurnal Indonesia Sosial Teknologi, 2(02), 274-280. DOI: https://doi.org/10.36418/jist.v2i2.80

Antsygina, A., & Teteryatnikova, M. (2023). Optimal information disclosure in contests with stochastic prize valuations. Economic Theory, 75(3), 743-780.Wagner, E. B. (2011). Why prize? The surprising resurgence of prizes to stimulate innovation. Research-Technology Management, 54(6), 32-36. DOI: https://doi.org/10.1007/s00199-022-01422-8

Arıca, R., Polat, I., Cobanoglu, C., Çorbacı, A., Chen, P. J., & Hsu, M. J. (2022). Value co-destruction and

negative e-WOM behaviour: the mediating role of tourist citizenship. Tourism Review, 77(4), 1116-1134. DOI: https://doi.org/10.1108/TR-05-2021-0219

Azer, J., & Ranaweera, C. (2022). Former customers’ E-WOM in social media platforms: An investigation of motives, network size and social ties. Journal of Business Research, 146, 118-133. DOI: https://doi.org/10.1016/j.jbusres.2022.03.068

Bååth, J. (2022). How alternative foods become affordable: The co-construction of economic value on a direct-to-customer market. Journal of Rural Studies, 94, 63-72. DOI: https://doi.org/10.1016/j.jrurstud.2022.05.017

Beckert, J. (2009). The Social Order of Markets. Theory and Society, 38(3), 245–269. https://doi.org/10.1007/s11186-008-9082-0. DOI: https://doi.org/10.1007/s11186-008-9082-0

Beckert, J. (2016). Imagined futures: Fictional expectations and capitalist dynamics. Harvard University Press. DOI: https://doi.org/10.4159/9780674545878

Beckert, J. (2019). Markets From Meaning: Quality Uncertainty And The Intersubjective Construction Of Value. Cambridge Journal of Economics, 44(2), 1–17. https://doi.org/10.1093/cje/bez035.

Beckert, J. (2020). Markets from meaning: quality uncertainty and the intersubjective construction of value. Cambridge Journal of Economics, 44(2), 285-301. DOI: https://doi.org/10.1093/cje/bez035

Beckert, J., & Bronk, R. (2022). Fictional Expectations and Imagination in Economics. In The Cambridge Companion to Literature and Economics (pp. 277-292). Cambridge University Press. DOI: https://doi.org/10.1017/9781009026550.021

Bhandari, M., & Rodgers, S. (2020). What does the brand say? Effects of brand feedback to negative eWOM on brand trust and purchase intentions. In Electronic Word of Mouth as a Promotional Technique (pp. 125-141). Routledge. DOI: https://doi.org/10.4324/9780429432897-8

Bhandari, M., Rodgers, S., & Pan, P. L. (2021). Brand feedback to negative eWOM messages: Effects of stability and controllability of problem causes on brand attitudes and purchase intentions. Telematics and Informatics, 58, 101522. DOI: https://doi.org/10.1016/j.tele.2020.101522

Bronk, R., & Beckert, J. (2022). The Instability of Preferences: Uncertain Futures and the Incommensurable and Intersubjective Nature of Value(s). MPIfG Discussion Paper, 22/1.

Bu, Y., Parkinson, J., & Thaichon, P. (2021). Digital content marketing as a catalyst for e-WOM in food tourism. Australasian Marketing Journal, 29(2), 142-154. DOI: https://doi.org/10.1016/j.ausmj.2020.01.001

Bushara, M. A., Abdou, A. H., Hassan, T. H., Sobaih, A. E. E., Albohnayh, A. S. M., Alshammari, W. G., ... & Elsaied, M. A. (2023). Power of social media marketing: how perceived value mediates the impact on restaurant followers’ purchase intention, willingness to pay a premium price, and e-WoM?. Sustainability, 15(6), 5331. DOI: https://doi.org/10.3390/su15065331

Callon, M., & Muniesa, F. (2005). Peripheral Vision: Economic Markets as Calculative Collective Devices. Organization Studies, 26(8), 1229-1250. https://doi.org/10.1177/0170840605056393 DOI: https://doi.org/10.1177/0170840605056393

Carey, J. (2019). Media Innovation Meets the Marketplace. In Digitized: Industry Transformation and Disruption through Entrepreneurship and Innovation (pp. 3-19). Emerald Publishing Limited. DOI: https://doi.org/10.1108/978-1-78973-619-920191001

Carley, K. M. (2020). Network text analysis: The network position of concepts. In Text analysis for the social sciences (pp. 79-100). Routledge. DOI: https://doi.org/10.4324/9781003064060-5

Carrier, J. G., & Luetchford, P. G. (Eds.). (2022). Ethical consumption: Social value and economic practice. Berghahn Books. DOI: https://doi.org/10.1515/9780857453433

Chen, Y., Cramton, P., List, J. A., & Ockenfels, A. (2021). Market design, human behavior, and management. Management Science, 67(9), 5317-5348. DOI: https://doi.org/10.1287/mnsc.2020.3659

Chen, L., Lu, M., & Tu, Y. (2017). After auction's complete: What will buyers do next?-A case study of feedback rating at eBay. International Journal of E-Business Research (IJEBR), 13(3), 1-17. Huang, E. Y., DOI: https://doi.org/10.4018/IJEBR.2017070101

Lin, S. C., & Hsieh, I. T. (2023). Online marketplace sellers’ influence on rating scores and comment orientation. Electronic Commerce Research, 1-30.

Chen, J., Teng, L., Yu, Y., & Yu, X. (2016). The effect of online information sources on purchase intentions between consumers with high and low susceptibility to informational influence. Journal of Business Research, 69(2), 467-475. DOI: https://doi.org/10.1016/j.jbusres.2015.05.003

Chung, M., Ko, E., Joung, H., & Kim, S. J. (2020). Chatbot e-service and customer satisfaction regarding luxury brands. Journal of Business Research, 117, 587-595. DOI: https://doi.org/10.1016/j.jbusres.2018.10.004

Dawson, C. (2019). AZ of digital research methods. Routledge. DOI: https://doi.org/10.4324/9781351044677

Dayani, R. (2022). Global symbolic-value orientation and positive electronic word of mouth towards local fashion brands. Asia Pacific Management Review, 27(3), 220-228. DOI: https://doi.org/10.1016/j.apmrv.2021.09.003

Dwiputra, R. C., Handayani, P. W., Snnarso, F. P., & Hilman, M. H. (2021). The Influence of Electronic Word-of-Mouth Information Quality Dimensions on Consumer Product Purchase in Online Marketplace. In 2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021 (2021 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICACSIS53237.2021.9631356 DOI: https://doi.org/10.1109/ICACSIS53237.2021.9631356

Elmezain, M., Othman, E. A., & Ibrahim, H. M. (2021). Temporal degree-degree and closeness-closeness: A new centrality metrics for social network analysis. Mathematics, 9(22), 2850. DOI: https://doi.org/10.3390/math9222850

Filieri, R. (2015). What makes online reviews helpful? A diagnosticity-adoption framework to explain informational and normative influences in e-WOM. Journal of business research, 68(6), 1261-1270. DOI: https://doi.org/10.1016/j.jbusres.2014.11.006

Filieri, R., Raguseo, E., & Vitari, C. (2021). Extremely negative ratings and online consumer review helpfulness: the moderating role of product quality signals. Journal of Travel Research, 60(4), 699-717. DOI: https://doi.org/10.1177/0047287520916785

Floyd, K., Freling, R., Alhoqail, S., Cho, H. Y., & Freling, T. (2014). How online product reviews affect retail sales: A meta-analysis. Journal of retailing, 90(2), 217-232. DOI: https://doi.org/10.1016/j.jretai.2014.04.004

Gehman, J., Etzion, D., & Ferraro, F. (2022). Robust action: Advancing a distinctive approach to grand challenges. In Organizing for societal grand challenges (pp. 259-278). Emerald Publishing Limited. DOI: https://doi.org/10.1108/S0733-558X20220000079024

Guo, M., Liao, X., Liu, J., & Zhang, Q. (2020). Consumer preference analysis: A data-driven multiple criteria approach integrating online information. Omega, 96, 102074. DOI: https://doi.org/10.1016/j.omega.2019.05.010

Hamdani, N. A., & Maulani, G. A. F. (2018). The influence of E-WOM on purchase intentions in local culinary business sector. Int. J. Eng. Technol, 7(2.29), 246-250. DOI: https://doi.org/10.14419/ijet.v7i2.29.13325

Han, S., & Anderson, C. K. (2021). Web scraping for hospitality research: Overview, opportunities, and implications. Cornell Hospitality Quarterly, 62(1), 89-104. DOI: https://doi.org/10.1177/1938965520973587

Hannan, M. T., & Negro, G. (2022). Wine markets: genres and identities. Columbia University Press.Hennig-Thurau, T., Gwinner, K.P., Walsh, G., & Gremler, D.D. (2004). Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? Journal of Interactive Marketing, 18, 38 - 52. DOI: https://doi.org/10.1002/dir.10073

Herbig, P. (1996), "Market signalling: a review", Management Decision, Vol. 34 No. 1, pp. 35-45. https://doi.org/10.1108/00251749610106954 DOI: https://doi.org/10.1108/00251749610106954

Hidayat, A. T. R., & Astuti, B. (2019). The influence of internet advertising and e-WOM on perception and purchase intention of B2C e-commerce costumers in Indonesia. Proceeding UII-ICABE, 207-218.

Hillen, J. (2019), "Web scraping for food price research", British Food Journal, Vol. 121 No. 12, pp. 3350-3361. https://doi.org/10.1108/BFJ-02-2019-0081. DOI: https://doi.org/10.1108/BFJ-02-2019-0081

Huang, T. L. (2021). Restorative experiences and online tourists’ willingness to pay a price premium in an augmented reality environment. Journal of Retailing and Consumer Services, 58, 102256. DOI: https://doi.org/10.1016/j.jretconser.2020.102256

Huang, Y., & Sengupta, J. (2020). The influence of disease cues on preference for typical versus atypical products. Journal of consumer research, 47(3), 393-411. DOI: https://doi.org/10.1093/jcr/ucaa029

Huang, E. Y., Lin, S. C., & Hsieh, I. T. (2023). Online marketplace sellers’ influence on rating scores and comment orientation. Electronic Commerce Research, 1-30. DOI: https://doi.org/10.1007/s10660-021-09511-x

Hung, S. W., Chang, C. W., & Chen, S. Y. (2023). Beyond a bunch of reviews: The quality and quantity of electronic word-of-mouth. Information & Management, 60(3), 103777. DOI: https://doi.org/10.1016/j.im.2023.103777

Hong, S., & Pittman, M. (2020). eWOM anatomy of online product reviews: Interaction effects of review number, valence, and star ratings on perceived credibility. International Journal of Advertising, 39(7), 892-920. DOI: https://doi.org/10.1080/02650487.2019.1703386

Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The effect of electronic word of mouth communications on intention to buy: A meta-analysis. Information Systems Frontiers, 22, 1203-1226. DOI: https://doi.org/10.1007/s10796-019-09924-y

Izadi, B., Dong, L., & Esfidani, M. R. (2021). Stay home and shop together. Journal of Electronic Commerce Research, 22(1), 59-75.

Jain, M., Dixit, S., & Shukla, A. (2023). Role of e-service quality, brand commitment and e-WOM trust on e-WOM intentions of millennials. The International Review of Retail, Distribution and Consumer Research, 33(1), 23-43. DOI: https://doi.org/10.1080/09593969.2022.2070860

Jha, V., Ramu, S., Shenoy, P. D., & Venugopal, K. R. (2017). Reputation systems: Evaluating reputation among all good sellers. Data-Enabled Discovery and Applications, 1, 1-13. DOI: https://doi.org/10.1007/s41688-017-0008-8

Jiao, R., Przepiorka, W., & Buskens, V. (2021). Reputation effects in peer-to-peer online markets: A meta-analysis∗. Social Science Research, 95, 102522. DOI: https://doi.org/10.1016/j.ssresearch.2020.102522

Juhria, A., Meinitasari, N., Fauzi, F. I., & Yusuf, A. (2021). Pengaruh e-service quality terhadap kepuasan pelanggan di aplikasi e-commerce shopee. Jurnal manajemen, 13(1), 55-62.

Karina, M., Hernaningsih, F., & Rivanto, R. (2022). Strategi Pemasaran Dengan Pemanfaatan Fenomena Viral Dan Komunikasi Electronic Word Of Mouth Melalui Sosial Media Di Indonesia. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 6(3), 924-942. DOI: https://doi.org/10.31955/mea.v6i3.2506

Katt, F., & Meixner, O. (2020). A systematic review of drivers influencing consumer willingness to pay for organic food. Trends in Food Science & Technology, 100, 374-388Kirmani, A., & Rao, A. R. (2000). No pain, no gain: A critical review of the literature on signaling unobservable product quality. Journal of marketing, 64(2), 66-79. DOI: https://doi.org/10.1016/j.tifs.2020.04.029

Kim, Y. J., & Kim, J. (2020). Does negative feedback benefit (or harm) recipient creativity? The role of the direction of feedback flow. Academy of Management Journal, 63(2), 584-612. DOI: https://doi.org/10.5465/amj.2016.1196

Kirschenbaum, M.G. (2010). “What is digital humanities and what’s it doing in English departments?”, ADE Bulletin, Vol. 150 No. 7, pp. 55-61. DOI: https://doi.org/10.1632/ade.150.55

Khoirunnisa, D., & Albari, A. (2023). The effect of brand image and product knowledge on purchase intentions with e-WOM as a mediator variable. International Journal of Research in Business and Social Science (2147-4478), 12(1), 80-89. DOI: https://doi.org/10.20525/ijrbs.v12i1.2256

Kumar, L., & Bangari, M. (2023). The Effect of eWOM, Online Review & Rating, and Advertising Information & Value on Consumer′ s Preference and their Loyalty for Brands. Academy of Marketing Studies Journal, 27(S4).

Kuncoro, H. A. D. P., & Kusumawati, N. (2021). a Study of Customer Preference, Customer Perceived Value, Sales Promotion, and Social Media Marketing Towards Purchase Decision of Sleeping Product in Generation Z. ADVANCED INTERNATIONAL JOURNAL OF BUSINESS, ENTREPRENEURSHIP AND SME'S (AIJBES), 3(9), 265-276. DOI: https://doi.org/10.35631/AIJBES.39018

Li, F., Lu, H., Hou, M., Cui, K., & Darbandi, M. (2021). Customer satisfaction with bank services: The role of cloud services, security, e-learning and service quality. Technology in Society, 64, 101487. DOI: https://doi.org/10.1016/j.techsoc.2020.101487

Li, L., Tadelis, S., & Zhou, X. (2020). Buying reputation as a signal of quality: Evidence from an online marketplace. The RAND Journal of Economics, 51(4), 965-988. DOI: https://doi.org/10.1111/1756-2171.12346

Li, M., Zhu, L., Zhang, Z., Lal, C., Conti, M., & Alazab, M. (2021). Anonymous and verifiable reputation system for E-commerce platforms based on blockchain. IEEE Transactions on Network and Service Management, 18(4), 4434-4449. DOI: https://doi.org/10.1109/TNSM.2021.3098439

Lim, N., Ahearne, M. J., & Ham, S. H. (2009). Designing sales contests: Does the prize structure matter?. Journal of Marketing Research, 46(3), 356-371. DOI: https://doi.org/10.1509/jmkr.46.3.356

Maduretno, R. B. E. H. P., & Junaedi, S. (2021). The importance of ewom elements on online repurchase intention: roles of trust and perceived usefulness. Jurnal Ekonomi Indonesia, 10(1), 55-69. DOI: https://doi.org/10.52813/jei.v10i1.59

Maier, U., & Klotz, C. (2022). Personalized feedback in digital learning environments: Classification framework and literature review. Computers and Education: Artificial Intelligence, 3, 100080. DOI: https://doi.org/10.1016/j.caeai.2022.100080

Marres, N., & Gerlitz, C. (2016). Interface methods: Renegotiating relations between digital social research, STS and sociology. The Sociological Review, 64(1), 21-46. DOI: https://doi.org/10.1111/1467-954X.12314

Martínez-Torres, M. R., Arenas-Marquez, F. J., Olmedilla, M., & Toral, S. L. (2018). Identifying the features of reputable users in eWOM communities by using Particle Swarm Optimization. Technological Forecasting and Social Change, 133, 220-228. DOI: https://doi.org/10.1016/j.techfore.2018.04.017

Mitchell, R. (2018). Web scraping with Python: Collecting more data from the modern web. " O'Reilly Media, Inc.".

Moreno, A., & Terwiesch, C. (2014). Doing business with strangers: Reputation in online service marketplaces. Information Systems Research, 25(4), 865-886. DOI: https://doi.org/10.1287/isre.2014.0549

Mukhopadhyay, S., & Chung, T. S. (2016). Preference instability, consumption and online rating behavior. International Journal of Research in Marketing, 33(3), 624-638. DOI: https://doi.org/10.1016/j.ijresmar.2015.11.007

Mukhopadhyay, S., Pandey, R., & Rishi, B. (2023). Electronic word of mouth (eWOM) research–a comparative bibliometric analysis and future research insight. Journal of Hospitality and Tourism Insights, 6(2), 404-424. DOI: https://doi.org/10.1108/JHTI-07-2021-0174

Newman, M. E. (2005). A measure of betweenness centrality based on random walks. Social networks, 27(1), 39-54. DOI: https://doi.org/10.1016/j.socnet.2004.11.009

Nosko, C., & Tadelis, S. (2015). The limits of reputation in platform markets: An empirical analysis and field experiment (No. w20830). National Bureau of Economic Research DOI: https://doi.org/10.3386/w20830

Nurittamont, W. (2021). The role of e-wom communication impact to consumer’s purchasing intention to healthy food products: an empirical study to testing the mediator and moderator variables. International Journal of Innovation, Creativity and Change, 15(4), 637-652.

Paul, H., & Nikolaev, A. (2021). Fake review detection on online E-commerce platforms: a systematic literature review. Data Mining and Knowledge Discovery, 35(5), 1830-1881. DOI: https://doi.org/10.1007/s10618-021-00772-6

Putra, D. S., Wicaksono, T. ., & Abdurrahim. (2024). The Power of Satisfaction and Trust: Unlocking E-WOM’s Influence on Consumer Repurchase Intentions in Digital Marketplaces. INTERNATIONAL JOURNAL OF ECONOMICS, MANAGEMENT, BUSINESS, AND SOCIAL SCIENCE (IJEMBIS), 4(1), 124–134. https://doi.org/10.59889/ijembis.v4i1.326 DOI: https://doi.org/10.47153/jbmr51.8532024

Putri, A. S., & Zakaria, R. (2020, November). Analisis pemetaan e-commerce terbesar di indonesia berdasarkan model kekuatan ekonomi Digital. In Seminar Dan Konferensi Nasional IDEC (Vol. 1, pp. 1-14).

Putri, O. M., & Wijaksana, T. I. (2021). Pengaruh Online Customer Review Dan Online Customer Rating Terhadap Purchase Decision Pada Konsumen Produk Wardah Melalui Marketplace Shopee. eProceedings of Management, 8(5).

Raguseo, E., & Vitari, C. (2017). The effect of brand on the impact of e-WOM on hotels’ financial performance. International Journal of Electronic Commerce, 21(2), 249-269. DOI: https://doi.org/10.1080/10864415.2016.1234287

Rakhmawati, A., Nizar, M., & Murtadlo, K. (2019). Pengaruh electronic word of mouth (e-WOM) dan viral marketing terhadap minat berkunjung dan keputusan berkunjung. SKETSA BISNIS (e-jurnal), 6(1), 13-21. DOI: https://doi.org/10.35891/jsb.v6i1.1584

Ranjan, P., & Acharyulu, G. V. R. K. (2022). Exploring the relationship between seller selection and purchase intention: the mediating role of e-WOM and trust. World Review of Science, Technology and Sustainable Development, 18(3-4), 416-435. DOI: https://doi.org/10.1504/WRSTSD.2022.10047873

Reyes-Menendez, A., Saura, J. R., & Martinez-Navalon, J. G. (2019). The impact of e-WOM on hotels management reputation: exploring tripadvisor review credibility with the ELM model. Ieee Access, 7, 68868-68877. DOI: https://doi.org/10.1109/ACCESS.2019.2919030

Sacchetti, G., Pittia, P., Mastrocola, D., & Pinnavaia, G. G. (2004, October). Stability and quality of traditional and innovative chestnut based products. In III International Chestnut Congress 693 (pp. 63-70). DOI: https://doi.org/10.17660/ActaHortic.2005.693.5

Salminen, J., Kandpal, C., Kamel, A. M., Jung, S. G., & Jansen, B. J. (2022). Creating and detecting fake reviews of online products. Journal of Retailing and Consumer Services, 64, 102771. DOI: https://doi.org/10.1016/j.jretconser.2021.102771

Salsabila, S. A. (2023). The The Uncertainty of Essential Oil as a Cosmetic Product Market: A Market Sociology Perspective. International Journal of Social Science and Business, 7(2), 261–267. https://doi.org/10.23887/ijssb.v7i2.53485 DOI: https://doi.org/10.23887/ijssb.v7i2.53485

Segev, E. (2020). Textual network analysis: Detecting prevailing themes and biases in international news and social media. Sociology Compass, 14(4), e12779. DOI: https://doi.org/10.1111/soc4.12779

Seifert, C., & Kwon, W. S. (2020). SNS eWOM sentiment: impacts on brand value co-creation and trust. Marketing Intelligence & Planning, 38(1), 89-102. DOI: https://doi.org/10.1108/MIP-11-2018-0533

Sharma, I., Jain, K., & Gupta, R. (2022). The power to voice my hate! Exploring the effect of brand hate and perceived social media power on negative eWOM. Journal of Asia Business Studies, 16(4), 652-675. DOI: https://doi.org/10.1108/JABS-10-2020-0423

Singh, J. P., Irani, S., Rana, N. P., Dwivedi, Y. K., Saumya, S., & Roy, P. K. (2017). Predicting the “helpfulness” of online consumer reviews. Journal of Business Research, 70, 346-355. DOI: https://doi.org/10.1016/j.jbusres.2016.08.008

Sosanuy, W., Siripipatthanakul, S., Nurittamont, W., & Phayaphrom, B. (2021). Effect of electronic word of mouth (e-WOM) and perceived value on purchase intention during the COVID-19 pandemic: the case of ready-to-eat food. International Journal of Behavioral Analytics, 1(2), 1-16.

Spruit, D., & Almenar, E. (2021). First market study in e-commerce food packaging: Resources, performance, and trends. Food Packaging and Shelf Life, 29, 100698. DOI: https://doi.org/10.1016/j.fpsl.2021.100698

Sridhar, S., & Srinivasan, R. (2012). Social influence effects in online product ratings. Journal of Marketing, 76(5), 70-88. DOI: https://doi.org/10.1509/jm.10.0377

Srinivas, A., & Velusamy, R. L. (2015, June). Identification of influential nodes from social networks based on Enhanced Degree Centrality Measure. In 2015 IEEE international advance computing conference (IACC) (pp. 1179-1184). IEEE. DOI: https://doi.org/10.1109/IADCC.2015.7154889

Subagio, H. (2023). Effect Entrepreneur Innovation In Shopping Habit Customer In Marketplace Tokopedia. Jurnal Indonesia Sosial Teknologi, 4(11), 2201-2205. DOI: https://doi.org/10.59141/jist.v4i11.721

Steenkamp, J. B. E. (2020). Global brand building and management in the digital age. Journal of International Marketing, 28(1), 13-27. DOI: https://doi.org/10.1177/1069031X19894946

Štefko, R., Bačík, R., Fedorko, R., Oleárová, M., & Rigelský, M. (2019). Analysis of consumer preferences related to the use of digital devices in the e-commerce dimension. Entrepreneurship and Sustainability Issues, 7(1), 25. DOI: https://doi.org/10.9770/jesi.2019.7.1(2)

Tadelis, S. (2015). The economics of reputation and feedback systems in e-commerce marketplaces. IEEE Internet Computing, 20(1), 12-19. DOI: https://doi.org/10.1109/MIC.2015.140

Tadelis, S. (2016). Reputation and feedback systems in online platform markets. Annual Review of Economics, 8, 321-340. DOI: https://doi.org/10.1146/annurev-economics-080315-015325

Tadelis, S. (2023). Reputation, Feedback, and Trust in Online Platforms. Reengineering the Sharing Economy: Design, Policy, and Regulation, 62. DOI: https://doi.org/10.1017/9781108865630.006

Tadelis, S., & Zhou, X. (2016). Buying reputation as a signal of quality: Evidence from an online marketplace (No. w22584). National Bureau of Economic Research. DOI: https://doi.org/10.3386/w22584

Talay, M. B., Calantone, R. J., & Voorhees, C. M. (2014). Coevolutionary dynamics of automotive competition: Product innovation, change, and marketplace survival. Journal of Product Innovation Management, 31(1), 61-78. DOI: https://doi.org/10.1111/jpim.12080

Tao, K., & Sergio, F. (2016). Customers’ Feedback and Sellers’ Reputation: The Effect of Online Shopping Information. World, 7(2). DOI: https://doi.org/10.21102/wjm.2016.09.72.10

Wandoko, W., Panggati, I. E., & Sukmaningsih, D. W. (2020, August). Developing e-loyalty toward Online Retailer from e-WOM, Reputation, Information Quality and e-trust. In 2020 International Conference on Information Management and Technology (ICIMTech) (pp. 238-243). IEEE. DOI: https://doi.org/10.1109/ICIMTech50083.2020.9211251

Wang, J., Pham, T. L., & Dang, V. T. (2020). Environmental consciousness and organic food purchase intention: a moderated mediation model of perceived food quality and price sensitivity. International journal of environmental research and public health, 17(3), 850. DOI: https://doi.org/10.3390/ijerph17030850

Wallenburg, C. M., Einmahl, L., Lee, K. B., & Rao, S. (2021). On packaging and product returns in online retail—Mailing boxes or sending signals?. Journal of Business Logistics, 42(2), 291-308. DOI: https://doi.org/10.1111/jbl.12273

Xiao, Z., Zhang, J., Li, D., & Samutachak, B. (2016). The effect of e-WOM on country image and purchase intention: an empirical study on Korean cosmetic products in China. International Journal of Services Technology and Management, 22(1-2), 18-30. DOI: https://doi.org/10.1504/IJSTM.2016.077652

Xu, Q. (2014). Should I trust him? The effects of reviewer profile characteristics on eWOM credibility. Computers in Human Behavior, 33, 136-144. DOI: https://doi.org/10.1016/j.chb.2014.01.027

Yasar, B., Martin, T. and Kiessling, T. (2020), "An empirical test of signalling theory", Management Research Review, Vol. 43 No. 11, pp. 1309-1335. https://doi.org/10.1108/MRR-08-2019-0338 DOI: https://doi.org/10.1108/MRR-08-2019-0338

Yakub, S., & Syahfitriani, S. (2020). Analisis Data Mining Untuk Strategi Promosi Produk Kosmetik Di Wardah Kosmetik Menggunakan Metode Apriori. Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD, 3(1), 163-181. DOI: https://doi.org/10.53513/jsk.v3i1.207

Yoo, C. W., Sanders, G. L., & Moon, J. (2013). Exploring the effect of e-WOM participation on e-Loyalty in e-commerce. Decision Support Systems, 55(3), 669-678. DOI: https://doi.org/10.1016/j.dss.2013.02.001

Zaoui, F., & Souissi, N. (2018). Onto-digital: An ontology-based model for digital transformation’s knowledge. innovation, 5, 6. DOI: https://doi.org/10.5815/ijitcs.2018.12.01

Zhang, J., & Luo, Y. (2017, March). Degree centrality, betweenness centrality, and closeness centrality in social network. In 2017 2nd international conference on modelling, simulation and applied mathematics (MSAM2017) (pp. 300-303). Atlantis press. DOI: https://doi.org/10.2991/msam-17.2017.68

Zhang, K. Z., Cheung, C. M., & Lee, M. K. (2014). Examining the moderating effect of inconsistent reviews and its gender differences on consumers’ online shopping decision. International Journal of Information Management, 34(2), 89-98. DOI: https://doi.org/10.1016/j.ijinfomgt.2013.12.001

Zhang, X., Gong, Y., & Houser, D. (2016). Seller reputation and buyer feedback. Journal of Neuroscience, Psychology, and Economics, 9(2), 121. DOI: https://doi.org/10.1037/npe0000058

Zhang, M., Zhang, Y., Zhao, L., & Li, X. (2020). What drives online course sales? Signaling effects of user-generated information in the paid knowledge market. Journal of Business Research, 118, 389-397. DOI: https://doi.org/10.1016/j.jbusres.2020.07.008

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2024-11-04

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Romli, Z. (2024). The Market Formation of Value and Preferences: An Empirical Study of Electronic Word-of-Mouth in the Indonesia E-Commerce for Cosmetic Product. International Journal of Social Science and Business, 8(2), 337–349. https://doi.org/10.23887/ijssb.v8i2.75830

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