Exploring TikTok Influencer Attributes and eWOM in Shaping Customer Trust: A Study on Skincare Products Among Young Adults in Biñan City, Laguna
Bianca Lucasan | Carlo Emil B Mañabo | Ma. Angela Pecana | Jerbert Larcada | Dianalyn Castillo
Discipline: Education
Abstract:
This study was conducted with an aim to determine the most used skincare brand of the young adults; the level of TikTok influencer’s attributes in terms of attractiveness, interactivity, creativity, and confidence; the quality of electronic word-of-mouth; and their customer trust. Likewise, the relationship between the said variables were also assessed. A total of 384 young adults in Binan City, Laguna participated in the study employing a descriptive-correlational research design. The study utilized proportionate, purposive, and snowball sampling techniques in gathering information. The researchers used a modified survey questionnaire with consent form to gather data. Frequency count and percentage, weighted mean and standard deviation, and chi-square test were used to interpret the data. The study noted that the most used skincare brand by the participants is Brilliant Skin Essential and the least preferred is Herskin. On one hand, the findings revealed that the level of TikTok influencer’s attributes in terms of attractiveness is very attractive, interactivity as very interactive, creativity as very creative, and confidence as very confident. On the other hand, the quality of electronic word-of-mouth is excellent, while the level of customer trust is very high. Further, the results showed that the TikTok influencer’s attributes in terms of attractiveness, interactivity, creativity, and confidence have significant associations with customer trust. Electronic word-of-mouth was also found significantly associated with customer trust. Thus, the influencer’s attributes and electronic word-of-mouth were considered as factors in shaping customer trust.
References:
- Adhimursandi, D. (2023). Bobobox's Dedication to and Confidence in its Customers Influences the Quality of Service and Social Media Promotion. Retrieved from: http://ajmesc.com/index.php/ajmesc/article/view/342
- Adzharuddin, N. A., & Salvation, M. (2020). The Influence of Celebrity Endorsement on Young Consumers’ Purchase Intention: The Case of L’oreal’s SkinCare Products. Retrieved from https://pdfs.semanticscholar.org/358f/434128b6de180ce01d199b3bc609b1fce7cc.pdf
- Al-Darraji, Z., Al Mansour, Z., & Shilan, R. (2020). Similarity, Familiarity, and Credibility in influencers and their Impact on Purchasing. School of Business, Society and Engineering, Mälardalen University. Retrieved from https://www.divaportal.org/smash/get/diva2:1437746/FULLTEXT01.pdf.
- Alcocer, N. H. (2017). A Literature Review of Word of Mouth and Electronic Word of Mouth: Implications for Consumer Behavior. Retrieved from https://www.frontiersin.org/articles/10.3389/fpsyg.2017.01256/full.
- Alhaddad, A. (2015). A Structural Model of the Relationships Between Brand Image, Brand Trust, and Brand Loyalty. Retrieved from https://www.researchgate.net/profile/Abdullah-Alhaddad/publication/277299980_A_Structural_Model_of_the_Relationships_Between_Brand_Image_Brand_Trust_and_Brand_Loyalty/links/5565e97308aefcb861d1929e/A-Structural-Model-of-the-Relationships-Between-Brand-Image-Brand-Trust-and-Brand-Loyalty.pdf.
- Allied Market Research. (2023). Philippines Skincare Products Market by Type: Opportunity Analysis and Industry Forecast, 2021–2027. Retrieved from https://www.alliedmarketresearch.com/philippines-skin-care-products-market/amp
- Angie, G. (2022). Chapter 2 Literature review: Self Confidence. Retrieved from http://digilib.ikippgriptk.ac.id/957/3/CHAPTER%20II.pdf.
- Arya, V., Paul, J., & Sethi, D. (2021). Like it or Not! Brand Communication on Social Networking Sites Triggers Consumer‐Based Brand Equity. International Journal of Consumer Studies. 00:1, 1-18. Retrieved from https://doi.org/10.1111/ijcs.12763.
- Aslam, W., Hussain, A., & Arif, I., (2020). Underlying Factors Influencing Consumers’ Trust and Loyalty in E-commerce. Retrieved from: https://journals.sagepub.com/doi/abs/10.1177/2278533719887451?journalCode=bpra
- Baker, J. (2022). TikTok Ads with No Creators? You’re Missing Out on Vital Brand Engagement and Results. Retrieved from https://www.thedrum.com/news/2022/03/25/TikTok-ads-with-no-creators-you-re-missing-out-vital-brand-engagement-and-results
- Banuba. (2022). Beauty Industry Trends in 2023. Retrieved from https://www.banuba.com/blog/beauty-industry-trends
- Barta, S., Belanche, D., Fernandez, A., & Flavián, M. (2023). Influencer Marketing On TikTok: The Effectiveness Of Humor And Followers’ Hedonic Experience. Retrieved from https://www.sciencedirect.com/ science/article/pii/S0969698922002429
- Baudis, N. (2016). The Influence of Electronic Word-of-Mouth on Buying Decisions on the Internet. Retrieved from https://www.semanticscholar.org/paper/The-Influence-of Electronic-Word-of-Mouth-on-Buying-Baudis/13e1c1fe782b40df03b70f062ccaad.
- Belanche, D., Flavián, M., & Sánchez, S. (2020). Followers’ Reactions to Influencers’ Instagram posts. Retrieved from: https://www.emerald.com/insight/content/doi/10.1108/SJME-11-2019-0100/full/html
- Bentson, D. (2020). How TikTok is Influencing the Skincare Market. Retrieved from https://digitalbeauty.com/TikTok-skincare/
- Best Practice, (2023). Why Customer Trust is Important in Business. Retrieved from https://bestpractice.biz/why-customer-trust-is-important-in-business/.
- Bishop, C. (2023). Customer Trust: Definition, Importance, and 6 Ways to Gain it. Retrieved from https://www.zendesk.com/blog/customer-trust/#:~:text=What%20is%20customer%20trust%3F,consumer%20has%20in%20a%20company.
- Blasco, V. (2020). How Video Can Inspire Consumer rust in your business. Retrieved from: https://zapier.com/blog/building-trust-through-videos/
- Brinkhoff, T. (2021). Biñan City (Philippines): Barangays- Population, Statistics, Charts and Maps. Retrieved from https://www.citypopulation.de/en/philippines/binan/
- Business Mirror. (2021). Brilliant Skin Essentials’ CEO honored at Asia Leaders Awards. Retrieved from https://businessmirror.com.ph /2021/12/19/brilliant-skin-essentials-ceo-honored-at-asia-leaders-awards/
- Cardoso, A., Gabriel, M., Figueiredo, J., Oliveira, I., Rêgo, R., Silva, R., Oliveira, M., & Meirinhos, G. (2022). Trust and Loyalty in Building the Brand Relationship with the Customer: Empirical Analysis in a Retail Chain in Northern Retrieved from https://www.mdpi.com/2199-8531/8/3/109
- Casey, A. (2020). What the Statistics Say About Generation Z. Retrieved from https://www.aecf.org/blog/generation-z-statistics
- Catadrilla, J. (2019). Filipino Consumers’ Decision-Making Model in Social Commerce. Retrieved from https://www.researchgate.net/publication/337832417_Filipino_Consumers'_Decis ion-Making_Model_in_Social_Commerce.
- Çelik, Z. (2022). The Moderating Role of Influencer Attractiveness in the Effect of Brand Love, Brand Trust, Brand Awareness and Brand Image on Brand Loyalty. Retrieved from: https://dergipark.org.tr/en/download/article-file/2163691
- Chan, F. (2022). A Study of Social Media Influencers and Impact on Consumer Buying Behaviour in the United Kingdom. Retrieved from https://ijbms.net/assets/files/1659111546.pdf
- Cherry, K. (2022). Extrinsic vs. Intrinsic Motivation: What’s the Difference? Retrieved from https://www.verywellmind.com/differences-between-extrinsic-and-intrinsic-motivation-2795384
- Choudhuri, S., Kumar, D., Gujrati, R., & Uygun, H. (2023). Health and Fitness Affiliate Marketing in the Age of social media. Retrieved from: https://resmilitaris.net/menu-script/index.php/resmilitaris/article/view/3366
- Chu, S. C. (2021). Electronic Word-of-Mouth (eWOM). Retrieved from https://www.oxfordbibliographies.com/display/document/obo-9780199756841/obo-9780199756841-0267.xml#:~:text=eWOM%20can%20be%20generally%20defined,social%20media%2C%20and%20mobile%20communication.
- Chu, S., Deng, T., & Mundel, J. (2022). The impact of personalization on viral behavior intentions on TikTok: The role of perceived creativity, authenticity, and need for uniqueness, Journal of Marketing Communications. Retrieve from DOI: 10.1080/13527266.2022.2098364
- Cocker, H. & Cronin, J. (2017). ‘To Trust or Not to Trust’: The Mmpact of Social Media Influencers on the Reputation of Corporate Brands in Crisis. Retrieved from: https://www.sciencedirect.com/science/article/abs/pii/S0148296320302034
- Conteh, B. (2021). International Students’ Perception on Social Media Influencer Marketing. Retrieved from https://dergipark.org.tr/en/download/article-file/1987386
- Djafarova, E., & Trofimenko, O. (2019). Instafamous’ — Credibility and self-Presentation of Micro-Celebrities on social media. Retrieved from https://doi.org/10.1080/1369118X.2018.1438491
- Dwidienawati, D., Tjahjana, D., Abdinagoro, S., Gandasari, D., & Munawaroh. (2020). Customer Review Or Influencer Endorsement: Which One Influences Purchase Intention More? Retrieved from https://www.cell.com/heliyon/pdf/S2405-8440(20)32386-0.pdf
- Global Data. (2022). Philippines Skincare Market Size by Categories, Distribution Channel, Market Share and Forecast, 2021-2026. Retrieved from https://www.globaldata.com/store/report/philippines-skincare-market-analysis/
- Glucksman, M (2017). The Rise of Social Media Influencer Marketing on Lifestyle Branding: A Case Study of Lucie Fink. Retrieved from: https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=social+media+influencers%27+interactivity+&btnG=#d=gs_qabs&t=1681430818169&u=%23p%3Dr-BmoV4NGRcJ
- Gogoi, B.J. (2021). Customer Trust Influencing Customer Perceived Value and Brand Loyalty. Retrieved from https://www.abacademies.org/articles/Customer-trust-influencing-customer-perceived-value-and-brand-loyalty-1528-2678-25-5-480.pdf
- Grafstom, J., Jakobsson, L., & Wiede, P. (2018). The Impact of Influencer Marketing on Consumers’ Attitudes. Retrieved from https://www.diva-portal.org/smash/get/diva2:1443305/FULLTEXT01.pdf.
- Guo, J. (2022). Research on the Influence of TikTok on Teenagers. Atlantis Press. Retrieved from https://www.atlantis-press.com/proceedings/sdmc-21/125968665
- Gupta, K. (2022). What Is eWOM and Why Does It Matter for Marketers? Retrieved from https://uberall.com/en-us/resources/blog/what-is-ewom-and-why-does-it-matter-for-marketers#:~:text=eWOM%20or%20electronic%20word%20of%20mouth%20is%20the%20sharing%20of,%2C%20or%20influencer%2Dgenerated%20content.
- Hamdan, L. & Lee, S. (2022). Brand Balance: The Effect of Influencer Brand Encroachment on Interactivity. Retrieved from: https://www.emerald.com/insight/content/doi/10.1108/IJRDM-07-2020-0283/full/html
- Hanson, I. (2023). We want to see your bloopers! Here’s why…Retreived from https://www.linkedin.com/posts/tbsizzie_we-want-to-see-your-bloopers-heres-why-activity-7114895770889121792-VtJs/?fbclid=IwAR2pnqlfoBm50a9DzIEd0YlVrlE5OEpEaapDXWLPfHD_UIaIi_PawTUaEk8
- Higley, E. (2020). Defining Young Adulthood. Retrieved from https://repository.usfca.edu/dnp_qualifying/17/.
- Hindarwati, E. N., Hidayat, C., Dzikra, R., Raihan, M. D., & Safrida, S. (2022). Brand Trust and Electronic Word of Mouth in Skincare Product Online Channel. Retrieved from https://ieomsociety.org/ proceedings/2022malaysia/368.pdf
- Hossain, M., Kabir, S., & Rezvi, R. S., (2017). Influence of Word of Mouth on Consumer Buying Decision: Evidence from Bangladesh Market. Retrieved from https://core.ac.uk/download/pdf/234627835.pdf.
- Indrawati, Yones, P., & Muthaiyah, S. (2023). Ewom Via The TikTok Application And Its Influence On The Purchase Intention Of Somethinc Products. Retrieved from https://www.sciencedirect.com/science/article/pii/S1029313222000392
- Innovist. (2023). Introduction to Skincare. Retrieve from https://innovist.com/blogs/news/introduction-to-skincare#!
- Iqbal, M. (2022). TikTok Revenue and Usage Statistics (2022). Business of Apps. Retrieved from https://www.businessofapps.com/data/tik-tok-statistics/
- Jun, S. and Yi, J. (2020). What makes followers loyal? The Role of Influencer Interactivity in Building Influencer Brand Equity, Journal of Product & Brand Management, Vol. 29 No. 6, pp. 803-814. https://doi.org/10.1108/JPBM-02-2019-2280
- Kamaldeep, S. (2021). Influencer Marketing from a Consumer Perspective: How Attitude, Trust, and Word of Mouth Affect Buying Behavior. Retrieved from: https://www.ceeol.com/search/article-detail?id=1021005
- Kapadia, A. (2018). 40+ Word of Mouth Marketing Statistics that you should know. Retrieved from https://www.getambassador.com/blog/word-ofmouth-marketing statistics%3fhs_amp=true.
- Kim, J. & Kim, M. (2022). Rise of Social Media Influencers as a New Marketing Channel: Focusing on the Roles of Psychological Well-Being and Perceived Social Responsibility among Consumers. Retrieved from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872418/
- Koay, K., Chueng, M., Soh, P., and Teoh, C. (2021). Social Media Influencer Marketing: The Moderating Role of Materialism.
- Launch Metrics. (2021). Beauty Marketing Tips I: How to Choose the Right Social Media Channels for your Strategy. Retrieved from https://www.launchmetrics.com/resources/blog/beauty-marketing-tips
- Lee, J., & Watskin, B. (2016). YouTube Vloggers’ Influence on Consumer Luxury Brand Perceptions and Intention. Retrieved from https://doi.org/10.1016/j.jbusres.2016.04.171
- Lie, S., & Aprilianty, F. (2022). The Effect of Nano-Influencers on Instagram Toward Consumer Purchase Decision on Local Skincare Brand. Retrieved from https://myjms.mohe.gov.my/index.php/ijbtm/article/view/19998
- Lin, C., Wu, Y.S., & Chen, J.C. (2013). Electronic Word-of-Mouth: The Moderating Roles of Product Involvement and Brand Image. Retrieved from http://www.toknowpress.net/ISBN/978-961-6914-07-9/papers/S3_29-47.pdf.
- Lou, C. and Yuan, S. (2019). Influencer Marketing: How Message Value and Credibility Affect Consumer Trust of Branded Content on social media. Taylor and Francis. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/15252019.2018.1533501?journalCode=ujia20
- Lui, S. (2021). The Impact of Influencer Marketing on Brand Engagement: A Conceptual Framework. Retrieved from https://www.atlantis-press.com/proceedings/ichess-21/125966939
- Marwick, A. (2013). They’re Really Profound Women, they’re Entrepreneurs. Conceptions of Authenticity in Fashion Blogging. In 7th international AIII Conference on Weblogs and social media (ICWSM), July (vol. 8).
- Menkveld, B. (2013). Master Thesis: Exploring Credibility in Electronic Word-of-Mouth. Retrieved from https://essay.utwente.nl/64040/1/Menkveld_Bas_-s_1025228_scriptie.pdf
- Mican D., & Sitar-Taut, D. (2020). Analysis of the Factors Impacting the Online Shopping Decision Making Process. Retrieved from https://content.sciendo.com/downloadpdf/journals/subboec/65/1/article-p54.xml.
- Mishra, A., & Satish, S. M. (2016). eWOM: Extant Research Review and Future Research Avenues. Vikalpa, 41(3), 222-233. Retrieved from https://journals.sagepub.com/doi/full/10.1177/0256090916650952.
- Molvar, K. (2022). How to Build a Skincare Routine. Retrieve from https://www.nytimes.com/guides/tmagazine/skincare-routine.
- Moran, K. (2016). Young Adults/Millennial as Web Users (Ages 18–25). Retrieved from https://www.nngroup.com/articles/young-adults-ux/
- Moran, P. (2016). The Influence of Personality Disorder on the Future Mental Health and Social Adjustment of Young Adults: A Population-Based, Longitudinal Cohort Study. Retrieved from https://sci-hub.se/https://doi.org/10.1016/s2215-0366(16)30029-3.
- Morana, G. & Muzelleca, L. (2014). eWOM Credibility on Social Networking Sites: A Framework. Retrieved from https://sci-hub.se/https://doi.org/10.1080/13527266.2014.969756.
- Murphy, P., Laczniak, G, & Wood, G. (2007). An Ethical Basis for Relationship Marketing: A Virtuc Ethics Perspective. European Journal of Marketing. Bradford:. Vol.41, Iss ½. Retrieved from https://epublications.marquette.edu/cgi/viewcontent.cgi?article=1013&context=market_fac
- Nambakhsh, C. (2023). 10 Top Skills You Need To Be A Successful Influencer. Retrieved from https://blog.ainfluencer.com/influencer-skills/
- Newton, K. (2022). How to Develop an Effective Influencer Marketing Strategy. Retrieved from https://www.brandwatch.com/blog/influencer-marketingstrategy/
- Nitesh, C., Himanshu, V., & Roshan, D. (2023). Philippines Skincare Products Market by Type, Demographic, Age Group, and Distribution Channel: Opportunity Analysis and Industry Forecast 2021-2027. Retrieved from https://www.alliedmarketresearch.com/philippines-skin-care-products-market-A06728
- Ooi, K., Lee, V., Hew, J., Leong, L., Tan, G., & Lim, A. (2023). Social Media Influencers: An Effective Marketing Approach? Retrieved from: https://www.sciencedirect.com/science/article/abs/pii/S0148296323001315
- Petruzzi, D. (2023). Cosmetics Industry - Statistics & Facts. Retrieved from https://www.statista.com/topics/3137/cosmetics-industry/#topicOverview
- Phung, L., & Qin, L. (2018). Perception of Social Media Influencers: A Study on Evaluation of Social Media Influencer Types for Different Categories. Retrieved from https://www.diva-portal.org/smash/get/diva2:1213878/FULLTEXT01.pdf
- Pikoos, T., Buzwell, S., Sharp, G., & Rossell, S. (2020). The COVID-19 Pandemic: Psychological and Behavioral Responses to The Shutdown of The Beauty Industry. Retrieved from https://onlinelibrary.wiley.com/doi/full/10.1002/eat.23385.
- Pollack, M. (2023). The Core Four: Building A Solid Skincare Routine. Retrieved from https://www.heydayskincare.com/blogs/news/the-core-four-building-a-solid-skincare-routine#:~:text=The%20Core%20Four%20includes%20a,to%20the%20MAC%20makeup%20artist.
- Raitalaoto, T. (2023). The Power of Visual Content for Business Growth. Retreive from https://markettailor.io/blog/power-of-visual-content-for-business-growth?fbclid=IwAR39ZvhEaPMXlQIAAM0It6l0MRCxyuejunP0B-AHPpMlRAU61i3TvdFF3JU#:~:text=Overall%2C%20visual%20content%20is%20an,shareability%2C%20and%20improve%20website%20performance
- Raner, M. (2021). Why Customer Trust is Important for Business Growth. Retrieved from https://brandcraft.com/blog/customer-trust-enables-business-growth/.
- Rani, A., & Shivaprasad, H. N. (2018). Electronic Word of mouth (eWOM) Strategies to Manage Innovation and Digital Business Model. In I. Nilanjan ray, Managing Diversity, Innovation and Infrastructure in Business World (41-63). Retrieved from https://openlibrary.telkomuniversity.ac.id/pustaka/162643/managing-diversity-innovation-and-infrastructure-in-digital-business.html
- Rani, A., & Shivaprasad, H. N. (2021). Revisiting the Antecedent of Electronic Word-of-Mouth (eWOM) during COVID-19 Pandemic. Decision, 48(4), 419-432. Retrieved from https://link.springer.com/article/10.1007/s40622-021-00298-2.
- Rellores, M., Robles, C., Sabanal, C. & Esplanada, D. (2022). How Vlogging Promotes Tourist Destination Image: Content Analysis of Popular Travel Vlogs Featuring Romblon. Retrieved from: https://www.qjssh.com/index.php/qjssh/article/view/183
- Rubin, C. (2020). Maskne is The New Acne, and Here’s What is Causing It. New York Times. https://www.nytimes.com/article/maskne-acne.html
- Sagar, M. (2023). Skincare: Who’s Spending the Most? Retrieved from https://peachesandblush.com/skincare-whos-spending-the-most/
- Saleh, K. (2019). The Importance of Word-of-Mouth Marketing- Statistics and Trends. Retrieved from https://www.invespcro.com/blog/word-of-mouthmarketing/
- Santiago, J.K., Magueta, D. & Dias, C. (2020). Consumer Attitudes Towards Fashion Influencers on Instagram: Impact of Perceptions and Online Trust on Purchase Intention. Retrieved from: https://scholar.google.com/scholar?q=influencer%27s+confidence+affects+customers+trust&hl=en&as_sdt=0,5#d=gs_qabs&t=1681453377602&u=%23p%3D9Z2LPlIRK2AJ
- Segismundo, M. C. D. (2016). Chatter that matters: Word-of-Mouth Marketing of Selected Micro Businesses and Small and Medium Enterprises in Malolos City, Bulacan. Retrieved from https://www.researchgate.net/publication/320919922
- Setiawan, E., Wati S., Wardana, A. & Ikhsan, R. (2020). Building Trust Through Customer Satisfaction in the Airline Industry in Indonesia: Service Quality and Price Fairness Contribution. Retrieved from: http://growingscience.com/beta/msl/3572-building-trust-through-customer-satisfaction-in-the-airline-industry-in-indonesia-service-quality-and-price-fairness-contribution.html
- Sokolova, K., and Kefi, H. (2020). Instagram and YouTube Bloggers Promote it, Why Should I Buy? How Credibility and Parasocial Interaction Influence Purchase Intention. Retrieved from https://doi.org/10.1016/j.jretconser.2019.01.011
- Stephen, A. (2016). The Role of Digital and Social Media Marketing in Consumer Behavior. Current Opinion in Psychology. Retrieved from https://doi.org/10.1016/j.copsyc.2015.10.016.
- Strapagiel, L. (2022). Beauty Marketing: How To Sell Skincare Products. Retrieved from https://www.shopify.com/blog/skin-care-marketing-online-store
- Suprawan, L. (2020). The Mediating Role of Trustworthiness in Influencer Marketing of Food Products. Retrieved from: https://ajmi.stamford.edu/index.php/ajmi/article/view/236/162
- Surber, C., & Kottner, J. (2017). Skincare Products: What do they Promise, what do they Deliver.
- Szwajlik, A. (2019). Consumer Behaviour of "Young Adults" as a Determinant of the Development of Product Innovation. Retrieved from https://ideas.repec.org/a/aes/jetimm/v1y2019i1p63-71.html
- Utami, S. (2015). The Influence of Customers’ Trust on Customer Loyalty. Retrieved from: https://scholar.google.com.ph/scholar?q=utami+2015&hl=en&as_sdt=0&as_vis=1&oi=scholart#d=gs_qabs&t=1681396331605&u=%23p%3DuZ0qfaqg1WsJ.
- Varney, W. (2023). TikTok vs. Instagram: 6 Major Differences for Your Brand. Retrieved from https://www.convinceandconvert.com/social-media/TikTok-vs-instagram-6-important-factors-for-brand/
- Whitler, K. (2014). Why Word of Mouth Marketing is the Most Important social media. Retrieved from https://www.forbes.com/sites/kimberlywhitler/2014/07/17/why-word-of-mouth-marketing-is-the-most-important-social-media/?sh=a41115c54a8c
- Weitzl, W. (2016). Introduction to the Research. Measuring Electronic Word-of-Mouth Effectiveness, 1–17. Doi:10.1007/978-3-658-15889-7_1. Retrieved from https://link.springer.com/chapter/10.1007/978-3-658-15889-7_1.
- Wiganda, S., & Marsasi, E. (2023). How Gratitude and Self-Image Congruency Can Affect Satisfaction, Trust, Affective Commitment. Retrieved from: http://repository.ubaya.ac.id/43442/
- Yang, L. Tong, S., & Cheng, Q., (2015). Empirical Study on eWOM’s Influence on Consumer Purchase Decision. Retrieved from https://www.sciencedirect.com/science/article/pii/B978008100274200008X#!
- Yeh, W., Lee, C., Yu, C., Wu, P., Chang, J., & Huang, J. (2020). The Impact of the Physical Attractiveness and Intelectual Competence Loyalty. Retrieved From: https: www.mdpi.com/2071-1050/12/10/3970
- Yuanfei, L. (2022). Analysis on Consumer Behavior of Domestic Skincare Products. Retrieve from from https://www.researchgate.net/publication/363409354_Analysis_on_Consumer_Behavior_of_Domestic_Skin_Care_Products
- Zainal, N.T. A., Harun, A., & Lily, J. (2017). Examining the Mediating Effect of Attitude Towards Electronic Words-of-Mouth (eWOM) on the Relation Between the Trust in eWOM Source and Intention to Follow eWOM among Malaysian Travellers. Retrieved from https://www.sciencedirect.com/science/article/pii/S1029313215301305
- Zalani, R. (2022). The 26 Types of Influencers You Need to Know for Your Brand. Retrieved from https://www.kynship.co/blog/types-of-influencers
- Zhou, Q. (2019). Understanding User Behaviors of Creative Practice on Short Video Sharing Platforms – A Case Study of TikTok and Bilibili. Retrieved from https://etd.ohiolink.edu/apexprod/rws_olink/r/1501/10?clear=10&p10_accession_num=ucin155421202112545