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Regular Articles

Vol. 26 No. 2 (2024)

Factors that affect the intention of consumers to buy food products online

DOI
https://doi.org/10.3280/ecag2024oa17191
Submitted
gennaio 30, 2024
Published
2024-09-20

Abstract

Internet purchases are no longer a new form of purchase, but they are successfully complementing conventional product sales channels. This study aims to understand factors, such as: product performance risk, distance, trust and risk reduction that affect consumer’s intention to buy food products online. The following data was collected through a structured questionnaire.
Confirmatory Factor Analysis was used to develop measures and Structural Equation Modelling was used to test hypotheses. The results show that trust and risk reduction have a positive effect on the consumers’ intention to buy food products online.
Product performance risk has a negative effect on the intention to buy food products online, meanwhile distance does not show any significance on their intention to buy food products online. These findings provide significant insights into what limits consumers to consider the online channel as a complementary alternative of shopping for food products.

References

  1. Aaker, A., Kumar, V.D., & George, S. (2000). Marketing research. New York: John Wiley and Sons, Inc.
  2. Ajzen, I. (1991). The theory of planned behavior. Organizational behavior and human decision processes, 50(2), 179-211.
  3. Almousa, M. (2011). Perceived Risk in Apparel Online Shopping: A Multi-Dimensional Perspective. Canadian Social Science, 7, 23-31.
  4. Bagozzi, R.P., Yi, Y., & Phillips, L.W. (1991). Assessing construct validity in organizational research. Administrative Science Quarterly, 36, 421-458.
  5. Bauerová, R., Starzyczná, H., & Zapletalová S. (2023). Who Are Online Grocery Shoppers? Marketing and Trade, 26(1),186-205.
  6. Belk, R.W. (1975). Situational Variables and Consumer Behavior. Journal of Consumer Research, 2, 157-164.
  7. Braghieri, A., Piazzolla, N., Carlucci, A., Bragaglio, A., & Napolitano, F. (2016). Sensory properties, consumer liking and choice determinants of Lucanian dry cured sausages. Meat Science, 111, 122-129.
  8. Burns, A.C. & Bush, R.F. (2002). Marketing research: Online research applications (4th ed.). Prentice Hall, New Jersey.
  9. Cases, A.S. (2002). Perceived risk and risk-reduction strategies in Internet shopping. The International Review of Retail, Distribution and Consumer Research, 12(4), 375-394.
  10. Caspi, C.E., Sorensen, G., Subramanian, S., & Kawachi, I. (2012). The local food environment and diet: a systematic review. Health Place, 18(5), 1172-1187.
  11. Chang, H.H., & Meyerhoefer, C.D. (2021). COVID-19 and the Demand for Online Food Shopping Services: Empirical Evidence from Taiwan. American Journal of Agricultural Economics, 103, 448-465.
  12. Chen, H.Sh., Liang, Ch. H., Liao, Sh.Y., & Kuo, H.Y. (2020). Consumer Attitudes and Purchase Intentions toward Food Delivery Platform Services. Sustainability, 12, 10177.
  13. Chocarro, R., Cortiñas, M., & Villanueva, M.L. (2013). Situational variables in online versus offline channel choice. Electronic Commerce Research and Applications, 12, 347-361.
  14. Chu, K.K., & Li., C.H. (2014). A Study of the Effect of Risk-Reduction Strategies on Purchase Intentions in Online Shopping. International Journal of Electronic Business Management, 6(4), 213-226.
  15. Clarke, G., Thompson, C., & Birkin, M. (2015). The emerging geography of e-commerce in British retailing. Regional Studies, Regional Science, 2, 371-391.
  16. Curvelo, I.C.G., Watanabe, E.A.d.M., & Alfinito, S. (2018). Purchase intention of organic food under the influence of attributes, consumer trust and perceived value. Revista de Gestão, 26(3), 198-211.
  17. D’Alessandro, S., Girardi, A., & Tiangsoongnern, L. (2012). Perceived risk and trust as antecedents of online purchasing behavior in the USA gemstone industry. Asia Pacific Journal of Marketing and Logistics, 24(3), 433-460.
  18. Daroch, B., Nagrath, G., & Gupta, A. (2020). A study on factors limiting online shopping behaviour of consumers. Rajagiri Management Journal, 15(1), 39-52.
  19. De Fine Licht, K., & Brülde, B. (2021). On Defining “Reliance” and “Trust”: Purposes, Conditions of Adequacy, and New Definitions. Philosophia, 49, 1981-2001.
  20. Dudziak, A., Stoma, M., & Osmólska, E. (2023). Analysis of Consumer Behaviour in the Context of the Place of Purchasing Food Products with Particular Emphasis on Local Products. International Journal of Environment Research and Public Health, 20, 2413.
  21. Farag, S., Krizek, K.J., Dijst, M. (2006). E-Shopping and its Relationship with In-store Shopping: Empirical Evidence from the Netherlands and the USA. Transportation. Review, 26(1), 43-61.
  22. Farag, S., Schwanen, T., Dijst, M., & Faber, J. (2007). Shopping online and/or instore? A structural equation model of the relationships between e-shopping and in-store shopping. Transport Res. Pol. Pract., 41(2), 125-141.
  23. Fatmawati, I., Astuti, F.D., & Iswanti, L. (2020). The Influence of Store Atmosphere, Shopping Lifestyle, and Time Availability on Emotional Response and Impulse Buying. Proceedings of the 4th International Conference on Sustainable Innovation 2020-Accounting and Management, Atlantis Press B.V., 176, 346-354.
  24. Field, A. (2009). Discovering Statistics Using SPSS (3rd ed.). London: SAGE Publications Ltd.
  25. Font-i-Furnols, M. & Guerrero, L. (2014). Consumer Preference, Behavior and Perception about Meat and Meat Products: An Overview. Meat Science, 98, 361-371.
  26. Frank, D.A., & Peschel, A.O. (2020). Sweetening the Deal: The Ingredients That Drive Consumer Adoption of Online Grocery Shopping. Journal of Food Products Marketing, 26, 535-544.
  27. Gefen, D., & Straub, D. (2003). Managing user trust in B2C e-services. e-Service, 2, 7-24.
  28. Geuens, M., Brengman, M., & S’Jegers, R. (2003). Food retailing, now and in the future. A consumer perspective. Journal of Retailing and Consumer Services, 10(4), 241-251.
  29. Ghalandari, K., & Norouzi, A. (2012). The effect of country of origin on purchase intention: The role of product knowledge. Research Journal of Applied Sciences, Engineering and Technology, 4(9), 1166-1171.
  30. Gomes, S., & Lopes, J.M. (2022). Evolution of the Online Grocery Shopping Experience during the COVID-19 Pandemic: Empiric Study from Portugal. J. Theor. Appl. Electron. Commer. Res., 17, 909-923.
  31. Gruntkowski, L.M., & Martinez, L.F. (2022). Online Grocery Shopping in Germany: Assessing the Impact of COVID-19. Journal of Theoretical Application and Electronic Commerce Research, 17, 984-1002.
  32. Ha, H.Y. (2004). Factors influencing consumer perceptions of brand trust online. Journal of Product & Brand Management, 13(5), 329-342.
  33. Hair, J., Black, W., Babin, B., & Anderson, R. (2010). Multivariate data analysis (7th ed.). Prentice-Hall, Inc.
  34. Hamacher, K., & Buchkremer, R. (2022). Measuring Online Sensory Consumer Experience: Introducing the Online Sensory Marketing Index (OSMI) as a Structural Modeling Approach. Journal of Theoretical and Applied Electronic Commerce Research, 17, 751-772.
  35. Hansen, T. (2005). Consumer adoption of online grocery buying: a discriminant analysis. International Journal of Consumer Studies, 33(2), 101-121.
  36. Hanus, G. (2016). Consumer behaviour during online grocery shopping. Proceedings of CBU International Conference. Czech Republic, 10-13.
  37. Harris, P., Dall’Olmo, R. F., Riley, D., & Hand, C. (2017). Online and store patronage: A typology of grocery shoppers. International Journal of Retail & Distribution Management, 45(4), 419-445.
  38. Hichang, C. (2010). Determinants of behavioral responses to online privacy: The effects of concern, risk beliefs, self-efficacy, and communication sources on selfprotection strategies. Journal of Information Privacy and Security, 6(1), 3-27.
  39. Imtiyaz, H., Soni, P., & Yukongdi, V. (2021). Role of Sensory Appeal, Nutritional Quality, Safety, and Health Determinants on Convenience Food Choice in an Academic Environment. Foods, 10, 345.
  40. Institute of Grocery Distribution (2023). Global online trends 2023. -- www.igd.com/articles/article-viewer/t/igd-online-global-growth-of-163-predicted-by-2023-adding-257bn-to-food-and-consumer-goods-industry/i/21745.
  41. Karpik, L. (2010). Valuing the Unique: The Economics of Singularities. Princeton University Press.
  42. Kendall, H., Kuznesof, S., Dean, M., Chan, M. Y., Clark, B., Home, R., & Frewer, L. (2019). Chinese consumer’s attitudes, perceptions and behavioral responses towards food fraud. Food Control, 95, 339-351.
  43. Kim, J., & Forsythe, S. (2008). Adoption of Virtual Try-On Technology for Online Apparel Shopping. Journal of Interactive Marketing, 22(2), 48-59.
  44. Kim, M., & Lennon, S. (2008). The effects of visual and verbal information on attitudes and purchase intentions in internet shopping. Psychology & Marketing, 25, 146-178.
  45. Konuk, F.A. (2018). The role of risk aversion and brand-related factors in predicting consumers’ willingness to buy expiration date-based priced perishable food products. Food Research International, 112, 312-318.
  46. Krishna, A. (2012). An Integrative Review of Sensory Marketing: Engaging the Senses to Affect Perception, Judgment and Behavior. Journal of Consumer Psychology, 22, 332-351.
  47. Kvalsvik, F. (2022). Understanding the role of situational factors on online grocery shopping among older adults. Journal of Retailing and Consumer Services, 68, 103009.
  48. Kwan, O.G. (2016). Pengaruh Sales Promotion Dan Store Atmosphere Terhadap Impulse Buying Dengan Positive Emotion Sebagai Variabel Intervening Pada Planet Sports Tunjungan Plaza Surabaya. Journal Manajemen Pemasaran, 10(1), 27-34.
  49. Li, S., Wang, Y., Gemma M.L., Tacken, G.M.L., Liu, Y., Siet, J., & Sijtsema, S.J. (2021). Consumer trust in the dairy value chain in China: The role of trustworthiness, the melamine scandal, and the media. Journal Dairy Science, 104, 8554-8567.
  50. Li, Z., Sh, Y., Song, X., Yang, K., Zhao, K., Jiang, Z. & Zhang, Q. (2020). Impact of risk perception on customer purchase behavior: a meta-analysis. Journal of Business & Industrial Marketing, 35(1), 76-96.
  51. Liu, A., & Niyongira, R. (2017). Chinese consumer’s food purchasing behaviors and awareness of food safety. Food Control, 79, 185-191.
  52. Lone, S., & Weltevreden, J.W.J. (2022). European E-commerce Report. Amsterdam/Brussels: Amsterdam University of Applied Sciences & Ecommerce Europe.
  53. Lu, M., Wang, R., & Li, P. (2021). Comparative analysis of online fresh food shopping behavior during normal and COVID-19 crisis periods, British Food Journal, 124(3), 968-986.
  54. Luga, E., Shahu, E., Mehmeti, G., Keco, R., Thoma, L., Mulliri, J., & Filipi, N. (2022). Assessment of changes in the structure and shape of distribution channels in the food sector as a result of the impact of the Covid-19 pandemic, Tirana.
  55. Machado, A. (2006). Drivers of shopping online: a literature review. Comunicação pública, 39-50.
  56. Malhotra, N. (1999). Marketing research: An applied orientation (3rd ed.). Prentice Hall, New Jersey.
  57. Malhotra, N., & Dash, S. (2011). Marketing research – An applied orientation (6th ed.). Dorling Kindersley (India) Pvt, Ltd., Licensees of Pearson Education in South Asia.
  58. Marjanen, H. (2001). The Changing Role of Distance in Consumers’ Store Choice. Management Expertise for the new Millennium. In Commemoration of the 50th Anniversary of the Turku School of Economics and Business Administration (pp. 169-181).
  59. Matzler, K., Grabner-Kräuter, S., & Bidmon, S. (2008). Risk aversion and brand loyalty: the mediating role of brand trust and brand affect. Journal of Product & Brand Management, 17(3), 154-162.
  60. McCorkle, D.E. (1990). The role of perceived risk in mail order catalog shopping. Journal of Direct Marketing, 4(4), 26-35.
  61. Mehmeti, G., & Luga, E. (2021). The Influence of Situational Factors on Consumer Purchasing Behavior - The Case of Covid-19. Albanian Journal of Agricultural Sciences, 20(2), 49-55.
  62. Mehmeti, G., Zanoli, R., & Xhoxhi, O. (2021). Non-financial factors affecting livestock farm’s performance in meat supply chain. New Medit, 20(4), 63-72.
  63. Mitchell, V.W., & McGoldrick, P.J. (1996). Consumer’s risk-reduction strategies: a review and synthesis. International Review of Retail, Distribution and Consumer Research, 6(1), 1-33.
  64. Mitchell, V.W. (1995). Organizational risk perception and reduction: A literature review. British Journal of Management, 6(2), 115-133.
  65. Monsuwé, T.P., Benedict, D., & de Ruyter, K. (2004). What drives consumers to shop online? A literature Review. International Journal of Service Industry Management, 15, 102-121.
  66. Moorman, Ch., Gerald, Z., & Deshpande, R. (1992). Relationships Between Providers and Users of Market Research: The Dynamics of Trust Within and Between Organizations. Journal of Marketing Research, 29, 314-328.
  67. Mortimer, G., & Clarke, P. (2011). Supermarket consumers and gender differences relating to their perceived importance levels of store characteristics. Journal of Retailing and Consumer Services, 18(6), 575-585.
  68. Nguyen, C., Tran, D., Nguyen, A., & Nguyen, N. (2021). The Effects of Perceived Risks on Food Purchase Intention: The Case Study of Online Shopping Channels during Covid-19 Pandemic in Vietnam. Journal of Distribution Science, 19(9), 19-27.
  69. Nwaizugbo, I.C., & Ifeanyichukwu, C.D. (2016). Understanding consumers’ behaviour towards online shopping: A study of online shoppers in Anambra state. International Journal of Sales, Retailing & Marketing, 5(2), 28-37.
  70. Olumekor, M., Singh, H.P., & Alhamad, I.A. (2024). Online Grocery Shopping: Exploring the Influence of Income, Internet Access, and Food Prices. Sustainability, 16, 1545.
  71. Pena-García, N., Gil-Saura, I., Rodríguez-Orejuela A., Ribamar Siqueira-Junior, J., (2020). Purchase intention and purchase behavior online: A cross-cultural approach, Heliyon, 6, e04284.
  72. Peter, J.P. & Ryan, M.J. (1976), An investigation of perceived risk at the brand level. Journal of Marketing Research, 13(2), 184-188.
  73. Pitts, S.B.J., Ng, S.W., Blitstein, J.L., Gustafson, A., & Niculescu, M. (2018). Online Grocery Shopping: Promise and Pitfalls for Healthier Food and Beverage Purchases. Public Health Nutrition, 21, 3360-3376.
  74. Prescott, J., Young, O., O’neill, L., Yau, N.J.N., & Stevens, R. (2002). Motives for food choice: A comparison of consumers from Japan, Taiwan, Malaysia and New Zealand. Food Qual. Prefer., 13, 489-495.
  75. Psomiadis, D. (2021). Food fraud in the food service and retail sectors. In book: Food Fraud, 371-387.
  76. Ramus, K., & Nielsen, N. (2005). Online grocery retailing: what do consumers think?. Internet Research, 15(3), 335-352.
  77. Redman, R. (2020). Online grocery sales to grow 40% in 2020. Supermarket News. www.supermarketnews.com/online-retail/online-grocery-sales-grow-40-2020.
  78. Reigadinha, T., Godinho, P., & Dias, J. (2017). Portuguese food retailers – Exploring three classic theories of retail location. Journal of Retailing and Consumer Services, 34, 102-116.
  79. Roberts, K., Varki, S., & Brodie, R. (2003). Measuring the quality of relationships in consumer services: an empirical study. European Journal of Marketing, 37(1/2), 169-196.
  80. Rohm, A.J., & Swaminathan, V., (2004). A typology of online shoppers based on shopping motivations. Journal of Business Research, 57(7), 748-757.
  81. Roselius, T.L. (1971). Consumer rankings of risk reduction methods. Journal of Marketing, 35(1), 56-61.
  82. Sam, C.Y., & Sharma, C. (2015). An exploration into the factors driving consumers in Singapore towards or away from the adoption of online shopping. Global Business & Management Research, 7(1), 60-73.
  83. Sarkovská, K.R. & Chytková, Z. (2019). Benefits and pitfalls of online grocery shopping as perceived by the consumers: Evidence from the Czech Republic. Economic Trends and Economic Policy, 27(2), 35-58.
  84. Schiffman, L.G., & Konuk, L.L. (1987). Consumer Bavior (3rd ed.). Prentice-Hall, Englewood Cliff, USA.
  85. Schmid, B., & Axhausen, K.W. (2019). In-store or online shopping of search and experience goods: A hybrid choice approach. Journal of Choice Modelling, 31, 156-180.
  86. Seidel, S. (2021). One goal, one approach? A comparative analysis of online grocery strategies in France and Germany. Case Studies on Transport Policy, 9, 1922-1932.
  87. Shi, K., De Vos, J., Yang, Y., & Witlox, F. (2019). Does e-shopping replace shopping trips? empirical evidence from Chengdu, China. Transportation research part a-policy and practice, 122, 21-33.
  88. Sivanesan, R. (2017), A study on problems faced by customers in online shopping with special reference to Kanyakumari district. International Journal of Research in Management and Business Studies, 4(3), 22-25.
  89. Spink, J. & Moyer, D.C. (2011). Defining the Public Health Threat of Food Fraud. Journal of Food Science, 76, R157-R163.
  90. Statista (2023). Digital market: E-Commerce. -- www.statista.com/outlook/dmo/ecommerce/Albania.
  91. Stevens, J. (2002). Applied multivariate statistics for the social sciences (4th ed.). Hillsdale, NJ: Erlbaum.
  92. Stewart, K. (1999). Transference as a means of building trust in world wide web sites, Proceedings in International Conference on Information Systems (ICIS), vol. 47, USA.
  93. Sueland, E., & Polak, J.W. (2018). Incorporating online shopping into travel demand modelling: challenges, progress, and opportunities. Transport Reviews, 38(5), 576-601.
  94. Tan, H. Sh. G., Tibboel, C.J., & Stieger, M. (2017). Why do unusual novel foods like insects lack sensory appeal? Investigating the underlying sensory perceptions. Food Quality and Preference, 60, 48-58.
  95. Tan, S.J. (1999). Strategies for reducing consumers’ risk aversion in Internet shopping. Journal of Consumer Marketing, 16(2), 163-180.
  96. Tang, H., Rasool, Z., Khan, M.A., Khan, A.I., Khan, F., Ali, H., Khan, A.A., & Abbas, S.A. (2021). Factors Affecting E-Shopping Behaviour: Application of Theory of Planned Behaviour. Hindawi Behavioral Neurology, vol. 2021, 15 pages.
  97. Thrasher, J.K., Swayampakala, K., Borland, R., Nagelhout, G., Yong, H.H., & Hammond, D. (2016). Influences of self-efficacy, response efficacy, and reactance on responses to cigarette health warnings: A longitudinal study of adult smokers in Australia and Canada. Health Communication, 31(12), 1517-1526.
  98. Timmermans, H., (1993). Retail Environments and Spatial Shopping Behavior. In: T. Gärling, & R.G. Golledge (Eds.), Behavior and Environment, Advances in Psychology (pp. 342-377). North-Holland, 96.
  99. Trude, A.C.B., Lowery, C.M., Ali, S.H., & Vedovato, G.M. (2022). An Equity-Oriented Systematic Review of Online Grocery Shopping among Low-Income Populations: Implications for Policy and Research. Nutrition Reviews, 80, 1294-1310.
  100. Van Droogenbroeck, E., & Van Hove, L. (2017). Adoption of online grocery shopping: Personal or household characteristics? Journal of Internet Commerce, 16(3), 255-286.
  101. Wang, O., Steur, H.D., Gellynck, X., & Verbeke, W. (2015). Motives for consumer choice of traditional food and European food in mainland China. Appetite, 87, 143-151.
  102. Wieland, T. (2021). Spatial Shopping Behavior in a Multi-Channel Environment: A Discrete Choice Model Approach. Region, 8(2), 1-27.
  103. Willett, A.H. (2016). The economic theory of risk and insurance. University of Pennsylvania Press.
  104. Wong, T.C. (1999). Marketing research. Oxford, UK: Butterworth-Heinemann.
  105. Wu, W., Zhang, A., van Klinken, R.D., Schrobback, P., & Muller, J.M. (2021). Consumer Trust in Food and the Food System: A Critical Review. Foods, 10, 2490.
  106. Xiao, Zh., Zhang, J., Li, D., Chen, Ch., & Li, D. (2015). Trust in Online Food Purchase Behavior: An Exploration in Food Safety Problem for Produce E-retailers. Advance Journal of Food Science and Technology, 8(10), 751-757.
  107. Zhai, Q., Cao, X., Mokhtarian, P.L., & Zhen, F. (2017). The interactions between e-shopping and store shopping in the shopping process for search goods and experience goods. Transportation, 44, 885-904.
  108. Zhang, X., & Yu, X. (2020). The Impact of Perceived Risk on Consumers’ Cross-Platform Buying Behavior. Front. Psychol., 11, 592246.
  109. Zhen F., Du X., Cao J., & Mokhtarian, P.L. (2018). The association between spatial attributes and e-shopping in the shopping process for search goods and experience goods: Evidence from Nanjing. Journal of Transport Geography, 66, 291-299.
  110. Zhu, H., Jackson, P., & Wentao, W.W. (2017). Consumer anxieties about food grain safety in China. Food Control, 73 (Part B), 1256-1264.
  111. Zikmund, W.G. (2000). Exploring marketing research (7th ed.). Dryden Press, Fourth Worth.

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