Beyond the hype: Investigating theory of planned behavior in TikTok marketing for food products
DOI:
https://doi.org/10.24200/jonus.vol10iss2pp390-416Abstract
Background and Purpose: Since its launch in 2016 and reaching one billion users by 2022, TikTok has become a major player in social media marketing, especially for product recommendations like food items. Despite its broad user base, there’s still confusion about what drives purchases on TikTok, particularly regarding authenticity, reliability, and user-generated content. This study explores how factors like product quality, security, and delivery influence food purchases on TikTok, aiming to help companies tailor their offerings and provide insights for scholarly research.
Methodology: The study used online questionnaires distributed to 300 TikTok users to identify factors influencing food product purchases, employing the Theory of Planned Behaviour (TPB). Key elements analyzed included TikTok live streaming, attitude, subjective norm, perceived risk, electronic word-of-mouth (eWOM), and product quality. Data were analyzed using SPSS, with descriptive and inferential statistics, including Pearson Correlation Coefficient and Multiple Regression Analysis tests. Ethical approval was obtained from the Universiti Malaysia Terengganu ethics committee.
Findings: TikTok Live Streaming is the strongest driver of purchase intention. Aligned with the Theory of Planned Behavior, it shapes consumer attitudes and fosters social influence. Attitude and subjective norm also play key roles, as positive perceptions and social pressure increase buying likelihood. Electronic Word of Mouth reinforces trust through user reviews, while perceived risk negatively impacts purchases due to safety and fraud concerns. Notably, product quality is insignificant, suggesting consumers prioritize social validation, entertainment, and interactivity over detailed quality assessments.
Contributions: This research applies the TPB to understand TikTok user behavior and its impact on food purchases. It offers recommendations for businesses on leveraging TikTok's engaging visuals and user-friendly interface in their marketing strategies, and provides advice on customizing marketing tactics for the food sector.
Keywords: TikTok, online food shopping, theory of planned behaviour, eWOM, purchase intention.
References
Adhitya, W. P. (2022). Begini cara melihat review di TikTok shop supaya tidak menyesal beli. Gadgetren. https://gadgetren.com/2022/04/09/cara-melihat-review-di-tiktok-shop-163493/
Ahmadi, F., & Hudrasyah, H. (2022). Factors influencing product purchase intention in TikTok live streaming shopping. International Journal of Accounting, 7(43), 571-586.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behavior. Prentice-Hall.
Albuquerque, T. G., Bragotto, A. P., & Costa, H. S. (2022). Processed food: Nutrition, safety, and public health. International Journal of Environmental Research and Public Health, 19(24), 1-5.
Andaleeb, S. S., & Hasan, K. (2016). Strategic marketing management in Asia. Emerald.
Astroth, K. S., & Chung, S. Y. (2018). Focusing on the fundamentals: Reading quantitative research with a critical eye. Nephrology Nursing Journal, 45(1), 283-287.
Baadullah, A. M., Alalwan, A., Rana, N. P., Kizgin, H., & Patil, P. (2019). Consumer use of mobile banking (m-banking) in Saudi Arabia: Towards an integrated model. International Journal of Information Management, 44(1), 38-52.
Baker, R., Brick, J. M., Bates, N. A., Battaglia, M., Couper, M. P., Dever, J. A., & Tourangeau, R. (2013). Summary report of the AAPOR task force on non-probability sampling. Journal of Survey Statistics and Methodology, 1(2),90-143.
Barska, A., & Wojciechowska-Solis, J. (2020). E-consumers and local food products: A perspective for developing online shopping for local goods in Poland. Sustainability, 12(12), 1-17.
Barta, S., Belanche, D., Fernández, A., & Flavián, M. (2023). Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience. Journal of Retailing and Consumer Services, 70(1), 103149.
Bashir, S., Anwar, S., Awan, Z., Qureshi, T. W., & Memon, A. B. (2018). A holistic understanding of the prospects of financial loss to enhance shopper’s trust to search, recommend, speak positive and frequently visit an online shop. Journal of Retailing and Consumer Services, 42(1), 169–174.
Belanche, D., Flavián, M., & Pérez-Rueda, A. (2020). Mobile apps use and WOM in the food delivery sector: The role of planned behavior, perceived security and customer lifestyle compatibility. Sustainability, 12(10), 4275.
Butu, A., Vasiliu, C. D., Rodino, S., Brumă, I. S., Tanasă, L., & Butu, M. (2019). The process of ethnocentralizing the concept of ecological agroalimentary products for the Romanian urban consumer. Sustainability, 11(22), 6226.
Chandrruangphen, E., Assarut, N., & Sinthupinyo, S. (2022). The effects of live streaming attributes on consumer trust and shopping intentions for fashion clothing. Cogent Business and Management, 9(1), 1-29.
Chetioui, Y., Benlafqih, H., & Lebdaoui, H. (2020). How fashion influencers contribute to consumers' purchase intention. Journal of Fashion Marketing and Management: An International Journal, 24(3), 361-380.
Cheung, C. M., Lee, Z. W., & Rabjohn, N. (2009). The impact of electronic word-of-mouth on consumer purchase intention: The role of social identity. Internet Research, 19(2), 197-212.
Choi, M., Law, R., & Heo, C. Y. (2018). An investigation of the perceived value of shopping tourism. Journal of Travel Research, 57(1), 962–980.
Digital Business Lab. (2024). Malaysia’s TikTok audience demographics: A closer look at user gender distribution. Digital Business Lab. https://digital-business-lab.com/2024/10/tiktok-marketing-in-malaysia-trends-user-behavior-and-industry-insights/
Duarte, P., Teixeira, M., & Silva, S. C. (2021). Healthy eating as a trend: Consumers’ perceptions towards products with nutrition and health claims. Revista Brasileira de Gestao de Negocios, 23(3), 405-421.
Elsholiha, H. D., Najib, M. F., & Amalia, F. A. (2023). Influence of live-streaming shopping activities on attitude toward purchase intention. Journal of Marketing Innovation, 3(2), 110-129.
Erikson, D. (2021). TikTok live streaming: The future of interactive content. Cognella.
Evgeniy, Y., Lee, K., & Roh, T. (2019). The effect of eWOM on purchase intention for Korean-brand cars in Russia: The mediating role of brand image and perceived quality. Journal of Korea Trade, 23(5), 102–117.
Filieri, R., McLeay, F., Tsui, B., & Lin, Z. (2018). Consumer perceptions of information helpfulness and determinants of purchase intention in online consumer reviews of services. Information & Management, 55(8), 956-970.
Freberg, K., Graham, K., McGaughey, K., & Freberg, L. (2011). Who are the social media influencers? A study of public perceptions of personality. Public Relations Review, 37(1), 90-92.
Gong, J., Said, F., Ting, H., Firdaus, A., Aksar, I., & Xu, J. (2022). Do privacy stress and brand trust still matter? Implications on continuous online purchasing intention in China. Current Psychology, 42(18), 15515-15527.
Guo, Y., Zhang, Y., & Wang, J. (2021). The impact of social media on consumer purchasing decisions: A study of counterfeit products. Journal of Consumer Marketing, 38(5), 511-523.
Gvili, Y., & Levy, S. (2016). Antecedents of attitudes toward eWOM communication: Differences across channels. Internet Research, 26(5), 1030-1051.
Ha, T., Shakur, S., & Pham, K. (2020). Food risk in consumers' eye and their consumption responses: Evidence from Hanoi survey. Journal of Asian Business and Economic Studies, 28(2), 86-100.
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(1), 493-502.
Hongsuchon, T., & Li, J. (2022). Accessing the influence of consumer participation on purchase intention toward community group buying platform. Frontiers in Psychology, 13(1), 1-13.
Hu, M., & Chaudhry, S. (2020). Enhancing consumer engagement in e-commerce live streaming via relational bonds. Internet Research, 30(3), 1019-1041.
Husnain, M., Qureshi, I., Fatima, T., & Akhtar, W. (2016). The impact of electronic word-of- mouth on online impulse buying behavior: The moderating role of Big 5 personality traits. Journal of Accounting and Marketing, 5(190), 1-10.
Hwang, J., Lee, J. S., & Kim, H. (2019). Perceived innovativeness of drone food delivery services and its impacts on attitude and behavioral intentions: The moderating role of gender and age. International Journal of Hospitality Management, 81(1), 94–103.
Ihsan, B. W., Abidin, Z., & Kuleh, J. (2022). The effect of electronic word of mouth communication and website quality on purchase decisions through trust as a mediation variable at Ruparupa.Com in Samarinda. Budapest International Research and Critics Institute: Humanities and Social Sciences, 5(2), 12776–12785.
Jerasa, S., & Boffone, T. (2021). BookTok 101: TikTok, digital literacies, and out‐of‐school reading practices. Journal of Adolescent & Adult Literacy, 65(3), 219-226.
Kamalul, A. S., Mohan, T., & Goh, Y. N. (2018). Influence of consumers’ perceived risk on consumers’ online purchase intention. Journal of Research in Interactive Marketing, 12(3), 309–327.
Kamay, F. (2024). The influence of viral marketing on TikTok shop live streaming on Erigo product purchase decisions. Jurnal Indonesia Sosial Teknologi, 5(3), 803-815.
Kaye, D. B. V., Zeng, J., & Wikstrom, P. (2022). TikTok: Creativity and culturenin short video. John Wiley & Sons.
Keller, K., & Lehmann, D. (2006). Brands and branding: Research findings and future priorities. Marketing Science, 25(6), 740-759.
Kian, T. P., Loong, A. C. W., & Fong, S. W. L. (2018). Customer purchase intention on online grocery shopping. International Journal of Academic Research in Business and Social Sciences, 8(12), 1579-1595.
Kinari, K., Drupadi, A. C. V., Yunita, Z., & Indra, R. (2023). A literature review study of electronic word of mouth factors that influence purchasing decisions. Gema Wiralodra, 14(3), 1504-1515.
Kotler, P., & Keller, K. L. (2016). Marketing management (15th ed.). Pearson.
Kotler, P., Armstrong, G., Harris, L. C., & He, H. (2020). Principles of marketing (8th Ed.). Pearson.
Kudeshia, C., & Kumar, A. (2017). Social eWOM: Does it affect the brand attitude and purchase intention of brands? Management Research Review, 40(3), 310-330.
Lee, C., & Chen, C. (2021). Impulse buying behaviors in live streaming commerce based on the stimulus-organism-response framework. Information, 12(6), 1-17.
Lee, H., & Jin, Y. (2012). Consumer perceptions of online consumer product and service reviews. Journal of Research in Interactive Marketing, 6(2), 110-132.
Levy, P. S., & Lemeshow, S. (2013). Sampling of populations: Methods and applications. John Wiley & Sons.
Li, J., Liang, Q., Yang, Y., & Yuan, R. (2023). Analysis of TikToks e-commerce model in overseas markets. Communications in Humanities Research, 22(1), 20-28.
Liao, T. H., & Keng, C. J. (2013). Online shopping delivery delay: Finding a psychological recovery strategy by online consumer experiences. Computers in Human Behavior, 29(4), 1849-1861.
Lim, W. M., & Ting, D. H. (2023). The impact of social media on consumer behavior: A study of TikTok. Journal of Retailing and Consumer Services, 70(1), 102930.
Liu, H., Feng, S., & Hu, X. S. (2022a). Process vs. outcome: Effects of food photo types in online restaurant reviews on consumers’ purchase intention. International Journal of Hospitality Management, 102(1), 103179.
Liu, Y., Li, Y., & Zhang, Y. (2022b). The impact of social media algorithms on consumer behavior: Evidence from TikTok. Journal of Business Research, 142(1), 1-12.
Lkhaasuren, M., & Nam, K.-D. (2018). The effect of electronic word of mouth (eWOM) on purchase intention on Korean cosmetic products in the Mongolian market. Korea International Trade Research Institute, 14(4), 161–175.
Lou, C., & Yuan, S. (2019). Influencer marketing: How message value and credibility affect consumer trust of branded content on social media. Journal of Interactive Advertising, 19(1), 58-73.
Maichum, K., Parichatnon, S., & Peng, K. C. (2016). Application of the extended theory of planned behavior model to investigate purchase intention of green products among Thai consumers. Sustainability, 8(10), 1077.
Manaf, P. A. (2021). The impact of influencers' attractiveness, credibility, and parasocial relationship towards purchase intention on TikTok for food and beverage industry. Turkish Online Journal of Qualitative Inquiry, 12(7), 12286-12299.
Mandzufas, J., Ayalde, J., Ta, D., Munro, E., Paciente, R., Pranoto, E. P., & Lombardi, K. (2023). The investigation of health-related topics on TikTok: A descriptive study protocol. Digital, 3(1), 97-108.
Manzil, L. D., & Vania, A. (2023). The influence of live-streamers on somethinc’s purchase intention at Tiktok Shop mediated by consumer trust. Jurnal Informatika Ekonomi Bisnis, 5(1), 217-221.
Martin, K. (2018). The penalty for privacy violations: How privacy violations impact trust online. Journal of Business Research, 82(1), 103–116.
Maslim, H., & Pasaribu, L. H. (2021) The influences of social media marketing, service quality and eWOM on purchase intention. Enrichment: Journal of Management, 12(1), 18–23.
Mastana, A. S. (2023). Factors influencing consumer intentions to purchase groceries over the internet: An exploratory study during the pandemic. International Journal of Professional Business Review, 8(2), e0859.
Miftahuddin, M., Adawiyah, W., Pradipta, R., & Wihuda, F. (2022). Examining the effect of halal perceived value and perceived risk on purchase intention: A mediating role of halal trust. Innovative Marketing, 18(4), 62-73.
Montag, C., Yang, H., & Elhai, J. (2021). On the psychology of TikTok use: A first glimpse from empirical findings. Frontiers in Public Health, 9(1), 1-6.
Mostafa, R., & Hannouf, H. (2021). Determinants of online purchase intention of apparel products in Lebanon. International Journal of Online Marketing, 12(1), 1-18.
Napoli, J., Dickinson-Delaporte, S., & Beverland, M. (2016). The brand authenticity continuum: Strategic approaches for building value. Journal of Marketing Management, 32(1), 1201–1229.
Nguyen, T. T. H., Nguyen, N., Nguyen, T. B. L., Phan, T. T. H., Bui, L. P., & Moon, H. C. (2019). Investigating consumer attitude and intention towards online food purchasing in an emerging economy: An extended tam approach. Foods, 8(11), 1-15.
Pieter, G. M., Massie, J. D., & Saerang, R. T. (2021). Exploring the effectiveness of using Tik Tok as a media for promotion: A case study of youth intention to buy products. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, 9(4), 11-20.
Poletiek, F. H. (2013). Hypothesis-testing behaviour. Psychology Press.
Pongratte, L., Liu, J., Putri, M., & Paulin, A. (2023). The effect of promotion via TikTok live streaming on consumers’ buying interest in clothing products. Open Journal of Social Sciences, 11(04), 333-347.
Pudaruth, S., & Busviah, D. (2018). Developing and testing a pioneer model for online shopping behavior for natural flowers: Evidence from Mauritius. Studies in Business and Economics, 13(1), 128-147.
Putra, H. T., & Lestari, D. (2023). The influence of perceived service quality on purchase intention with trust plays a mediating role and perceived risk plays a moderating role in online shopping. Asian Journal of Economics, Business and Accounting, 23(8), 64-80.
Rachbini, W. (2018). The impact of consumer trust, perceived risk, perceived benefit on purchase intention and purchase decision. International Journal of Advanced Research, 6(1), 1036-1044.
Retnowati, E., & Mardikaningsih, R. (2021). Study on online shopping interest based on consumer trust and shopping experience. Journal of Marketing and Business Research, 1(1), 15-24.
Rinanda, I., Indrawati, I., & Millanyani, H. (2024). The influence of professionalism and interaction on purchase intention in TikTok shop live streaming. International Journal of Social Science and Human Research, 7(09), 7075-7081.
Rojanakit, P., Oliveira, R., & Dulleck, U. (2022). The sharing economy: A critical review and research agenda. Journal of Business Research, 139(1), 1317-1334.
Rosiyana, R. N., Agustin, M., Iskandar, I. K., & Luckyardi, S. (2021). A new digital marketing area for e-commerce business. International Journal of Research and Applied Technology, 1(2), 370-381.
Sanjiwani, N. M. D., & Suasana, I. G. A. K. G. (2019). The role of brand image in mediating the effect of product quality on purchasing decisions (Peran brand image dalam memediasi pengaruh kualitas produk terhadap keputusan pembelian). E-Jurnal Manajemen, 8(11), 6721-6740.
Sax, L. J., Gilmartin, S. K., & Bryant, A. N. (2003). Assessing response rates and nonresponse bias in web and paper surveys. Research in Higher Education, 44(4), 409-432.
Smolyaninova, E., & Trapeznikova, E. (2021). Actual problems of food products quality in retail trade. Azimuth of Scientific Research Economics and Administration, 10(34), 298-301.
Song, W., & Zhao, N. (2023). Research on the impact of TikTok eating short video and broadcasting on popular food culture. International Journal of Science and Engineering Applications, 12(4), 04-06.
Song, Z., Liu, C., & Shi, R. (2022). How do fresh live broadcast impact consumers’ purchase intention? Based on the SOR Theory. Sustainability, 14(21), 1-16.
Statista. (2023). Number of TikTok users in Malaysia 2018-2027. Statista. https://www.statista.com/forecasts/1380739/tiktok-users-in-malaysia
Stranieri, S., Ricci, E. C., & Banterle, A. (2017). Convenience food with environmentally-sustainable attributes: A consumer perspective. Appetite, 116(1), 11-20.
Suryati, L. (2019). Marketing management. Deepublish.
Talib, Y., & Saat, R. (2017). Social proof in social media shopping: An experimental design research. SHS Web of Conferences, 34(1), 02005.
Threstia, Y., Andajani, E., & Trisnawati, J. (2022). The influence of customer experience and perceived risk on online purchase intention. Advances in Economics, Business and Management Research, 660(1), 1086-1093.
Traymbak, S., Misra, S., & Jonathan, O. (2022). Motivations and social media influencing online purchase intention in India. International Journal of E-Business Research, 18(1), 1-16.
Tweephoncharoen, J., & Vongurai, R. (2020). The factors influencing on purchase intention of Thai and Chinese customers toward the hotel industry in Bangkok, Thailand. AU GSB e- Journal, 12(2), 35–49.
Wai, K., Dastane, D. O., Johari, Z., & Ismail, N. B. (2019). Perceived risk factors affecting consumers’ online shopping behaviour. The Journal of Asian Finance, Economics and Business, 6(4), 246-260.
Wang, Y., Li, X., & Zhang, Y. (2023). The impact of visual content on consumer behavior in social media marketing: Evidence from TikTok. Journal of Marketing Theory and Practice, 31(1), 1-15.
Warren, K. (2022). Generation Z (Gen Z): Definition, birth years, and demographics. Investopedia.
Watu, M. D. N., Suprapto, H., & Sugandini, D. (2021). Peran mediasi kepercayaan pada pengaruh kualitas website dan e-Wom terhadap minat beli ulang di tokopedia oleh konsumen online generasi milenial di daerah istimewa Yogyakarta Maria. Seminar Nasional Informatika, 1(1), 337–351.
Welch, E., & Galvan, J. M. (2024). Fifty years of deceptive marketing research: A systematic review and future research agenda. Psychology & Marketing, 41(11), 2805-2822.
Wongkitrungrueng, A., & Assarut, N. (2020). The role of live streaming in building consumer trust and engagement with social commerce sellers. Journal of Business Research, 117(1), 543–556.
Wu, J. (2021). Study of a video-sharing platform: The global rise of TikTok [Unpublished doctoral dissertation]. Massachusetts Institute of Technology.
Wu, L., Yang, C., Fu, Y., & Li, Y. (2023). Factors driving consumers intention to buy products: An empirical investigation. Applied Psychology Research, 2(1), 1-19.
Xu, L., Yan, X., & Zhang, Z. (2019). Research on the causes of the “TikTok” app becoming popular and the existing problems. Journal of Advanced Management Science, 7(2), 59–63.
Yadav, R. G. S. (2016). PathakYoung consumers' intention towards buying green products in a developing nation: Extending the theory of planned behavior. Journal of Cleaner Production, 135(1), 732-739.
Yang, Y., Zhang, H., & Zhao, Y. (2021). The influence of perceived risk on consumers’ online food purchasing behavior: A study based on the theory of planned behavior. Food Quality and Preference, 88(1), 104078.
Zahrah, N., Ruzain, M. F., Sengorou, J. A., & Salleh, N. S. M. (2024). The impact of user-generated content and electronic word-of-mouth on consumer purchase intention: Consumer engagement as a mediator. International Journal of Academic Research in Business and Social Sciences, 14(7), 2159-2174.
Zhang, J., Zheng, W., & Wang, S. (2020). The study of the effect of online review on purchase behavior. International Journal of Crowd Science, 4(1), 73-86.
Zhang, Y., Zhao, K., & Xu, H. (2022). The impact of perceived risk on consumers' purchase intention in social commerce: The moderating role of trust. Journal of Business Research, 142(1), 1-12.
Zulkarnain, K., Ahasanul, H., & Selim, A. (2015). Key success factors of online food ordering services: An empirical study. Malaysian institute of Management, 50(2), 19-36.