Factors Influencing Behavioral Intention to Purchase Online on Facebook Platform: A Case Study in Phnom Penh City
Abstract
The objective of this study was to analyze factors affecting behavioral intention online shopping on Facebook in Phnom Penh City by structuring the TAM Model with brand ambassador, brand awareness, and electronic word of mouth as the predictive variables. The study employed the quantitative method by conducting a survey questionnaire with 385 respondents who were experiencing online shopping via Facebook in Cambodia. After conducting hypothesis testing by using the multiple regression analysis, the study found that perceived usefulness, perceived ease of use, brand ambassador, and electronic word of mouth had positive and significant effects on behavioral intention. However, brand awareness was not statistically significant on behavioral intention. Within these limitations, the study suggests that the next researcher should integrate other theories such as the Theory of Planned Behavior, the extension of TAM (UTAUT), and the Diffusion of Innovation Theory (DOI) into this conceptual model so that the determinants can be further elaboration. The study also suggests the next research employ a qualitative approach in order to dig deep insight into these factors. Furthermore, the target respondents who live in the provinces should be focused on the next study as well. Finally, the research serves as a reference for the next researchers who wish to conduct a study on a similar topic.
References
Ahmed, R. R., Vveinhardt, J., & Streimikiene, D. (2017). Interactive digital media and impact of customer attitude and technology on brand awareness: Evidence from the South Asian countries. Journal of Business Economics and Management, 18(6), 1115-1134.
Akinwande, M. O., Dikko, H. G., & Samson, A., (2015). Variance inflation factor: As a condition for the inclusion of suppressor variable (s) in regression analysis. Open Journal of Statistics, 5(7), 754.
Al-Ja’afreh, A. L. I., & Al-Adaileh, R. (2020). The impact of electronic word of mouth on consumers purchasing intention. Journal of Theoretical and Applied Information Technology, 98(2), 183-193.
Allen, I. E., & Seaman, C. A. (2007). Likert scales and data analyses. Quality Progress, 40(7), 64-65.
Armstrong, R. L. (1987). The midpoint on a five-point likert-type scale. Perceptual and Motor Skills, 64(2), 359-362. https://doi.org/10.2466/pms.1987.64.2.359
Ashraf, A. R., Thongpapanl, N., & Auh, S. (2014). The application of the technology acceptance model under different cultural contexts: The case of online shopping adoption. Journal of International Marketing, 22(3), 68-93.
Bhandari, P. (2021, August 16). Multistage sampling | introductory guide & examples. https://www.scribbr.com/methodology/multistage-sampling/
Bigné-Alcañiz, E., Ruiz-Mafé, C., Aldás-Manzano, J., & Sanz-Blas, S. (2008). Influence of online shopping information dependency and innovativeness on internet shopping adoption. https://shorturl.asia/0CvX5
Black, K. (2016). Business Statistics: For Contemporary Decision Making: For Contemporary Decision Making. Wiley Global Education.
Blagoeva, K. T., & Mijoska, M. (2017). Applying tam to study online shopping adoption among youth in the republic of macedonia. In Management International Conference, 3, 543-554. http://www.hippocampus.si/ISBN/978-961-7023-71-8/167.pdf
Cheema, U., Rizwan, M., Jalal, R., Durrani, F., & Sohail, N. (2013). The trend of online shopping in 21st century: Impact of enjoyment in TAM Model. Asian Journal of Empirical Research, 3(2), 131-141.
Cheng, B. L., & Yee, S. W. (2014). Factors influencing consumers’ online purchase intention: A study among university students in Malaysia. International Journal of Liberal Arts and Social Science, 2(8), 121-133.
Cho, Y. C., & Sagynov, E. (2015). Exploring factors that affect usefulness, ease of use, trust, and purchase intention in the online environment. International Journal of Management & Information Systems, 19(1), 21-36.
Cochran, W. G. (1963). Sampling techniques, New York, 1953. John Wiley and Sons Inc.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319-339. https://doi.org/10.2307/249008
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982-1003. https://doi.org/10.1287/mnsc.35.8.982
Fadila, D., Wahab, Z., Isnurhadi, I., & Widiyanti, M. (2021). The effect of brand image, brand ambassador, and product quality on the purchase decision of Mustika Ratu products (study on Sriwijaya University students). International Journal of Social Sciences, 4(1), 182-189.
Goutam, D. (2013). Influence of brand ambassadors on buying behavior of soft drinks: With reference to Belgaum City. International Journal of Research in Business Management, 1(4), 8-9.
Heryana, D. K., & Yasa, N. N. K. (2020). Effect of electronic word of mouth on repurchase intention mediated by brand attitude. International Research Journal of Management, IT and Social Sciences, 7(2), 9-20.
Juniwati, J. (2014). Influence of perceived usefulness, ease of use, risk on attitude and intention to shop online. European Journal of Business and Management, 6(27), 218– 229.
Kuncoro, W., & Windyasari, H. A. (2021). Consumer purchasing decision improvement model through brand image, religiosity, brand ambassador and brand awareness. International Business Research, 14(8), 1-42.
Lee, S. H., Noh, S. E., & Kim, H. W. (2013). A mixed methods approach to electronic word-of-mouth in the open-market context. International Journal of Information Management, 33(4), 687-696.
Lim, Y. J., Osman, A., Salahuddin, S. N., Romle, A. R., & Abdullah, S. (2016). Factors influencing online shopping behavior: The mediating role of purchase intention. Procedia Economics and Finance, 35(5), 401-410.
Mokhtar, R., Othman, Z., & Ariffin, H. F. (2018). The effect of brand awareness, brand image and perceived quality on customer behaviour intention. International Journal of Academic Research in Business and Social Sciences, 8(12), 2035.
Moslehpour, M., Pham, V. K., Wong, W.-K., & Bilgiçli, I. (2018). E-purchase intention of Taiwanese consumers: Sustainable mediation of perceived usefulness and perceived ease of use. Sustainability, 10(1), 234.
Napoleoncat. (2021). Facebook users in Cambodia. https://napoleoncat.com/stats/facebook- users-in-cambodia/2021/01/
Nasiruddin, K., Hashim, H., & Yusof, R. N. (2016). Electronic word of mouth: Exploring the consumer perspective. International
Journal of Accounting and Business Management, 4, 1-8.
Nisa, C., & Pramesti, D. A. (2020). How do effective digital marketing and brand ambassador stimulate purchase intention today? Advances in Social Science, Education and Humanities Research, 436, 365-367.
Nunnally, J. C. (1994). Psychometric theory 3E. Tata McGraw-Hill.
Nurunnisha, G. A., Roespinoedji, R., & Roespinoedji, D. (2021). Female students perceptions on the effect of country of origin, brand ambassador on purchase intentions: A study on the geographical origin of tokopedia e-commerce company. Review of International Geographical Education Online, 11(1), 573-582.
O’brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality & Quantity, 41(5), 673-690.
Phetnoi, N., Siripipatthanakul, S., & Phayaphrom, B. (2021). Factors affecting purchase intention via online shopping sites and apps during COVID-19 in Thailand. Journal of Management in Businesss, Healthcare and Education, 1(1), 1-17.
Rahmaningtyas, A., Hartono, S., & Suryantini, A. (2017). Factors affecting online purchasing of local food. Agro Ekonomi, 28(2), 189-204.
Ramadania, S., & Braridwan, Z. (2019). The influence of perceived usefulness, ease of use, attitude, self-efficacy, and subjective norms toward intention to use online shopping. International Business and Accounting Research Journal, 3(1), 1-14.
Rossiter, J. R., & Percy, L. (2017). Methodological guidelines for advertising research. Journal of Advertising, 46(1), 71-82.
Rovinelli, R., J. & Hambleton, R. K. (1977). On the use of content specialists in the assessment of criterion-referenced test item validity. Tijdschrift voor Onderwijsresearch, 2(2), 49-60.
Schepers, J., & Wetzels, M. (2007). A meta-analysis of the technology acceptance model: Investigating subjective norm and moderation effects. Information & Management, 44(1), 90-103.
Schindler, S. P. (2019). Business Researcher Methods (13th ed.). McGraw Hill.
Suleman, D., Sabil, S., Rusiyati, S., Sari, I., Rachmawati, S., Nurhayaty, E., & Parancika, R. (2021). Exploring the relationship between trust, ease of use after purchase and switching re-purchase intention. International Journal of Data and Network Science, 5(3), 465-470.
Wang, F., & Hariandja, E. S. (2016). The influence of brand ambassador on brand image and consumer purchasing decision: A case of tous les jours in Indonesia. International Conference on Entrepreneurship (IConEnt-2016), 1, 292-306.