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The Impact of Consumer Behavior on Purchasing Intention: The Moderating Effect of Digital Marketing

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Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East (AFE-2022) (AFE 2023)

Abstract

Over the years, the cost of digital marketing has risen substantially. Digital marketing networks will continue to rule despite the reduction in marketing budgets caused by the spread of COVID-19.Any of the brick-and-mortar activities planned for the second quarter of 2020 including fairs, puppet markets and conventions have been cancelled or will be online. In addition, parallel preparations for upcoming events in limbo are in large part this year. Shoppers shrunk at home to prevent coronaviruses from contracting with goods they have historically purchased in shops. This would provide internet retailers with higher returns from their online advertising and increase their advertisement costs. The survey was distributed online using google forms between December 2020 and March 2021. The target population for the study included consumers working for private companies in Lebanon. The main target audience involved consumers from different segments. The survey was administered in English, which is considered the second language used in Lebanon. The research addressed 155 respondents and the data had been analyzed using SPSS 23.0 for hypothesis validation and AMOS. The research studied the moderating effect of digital marketing on perception, attitudes, consumer learning on purchasing intention.

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References

  1. Barnard L (2014) The cost of creepiness: how online behavioral advertising affects consumer purchase intention, Doctoral Dissertation. https://doi.org/10.32479/irmm.10097

  2. Clement J (2019) E-Commerce worldwide-statistics and fact. Available from: https://www.statista.com/topics/871/online-shopping.

  3. Kumar A, Sharma NK (2020) Impact of social media on consumer purchase intention: A developing country perspective. In: Handbook of research on the role of human factors in IT project management. IGI Global, Pennsylvania, pp 260–277. https://doi.org/10.4018/978-1-7998-1279-1.ch017

  4. Dachyar M, Banjarnahor L (2017) Factors influencing purchase intention towards consumer-to-consumer e-commerce. Intangible Capital 13(5):946–966. https://doi.org/10.3926/ic.1119

    Article  Google Scholar 

  5. Dashti M, Sanayei A, Dolatabadi HR, Moshrefjavadi MH (2016) An analysis of factors affecting intention to purchase products and services in social commerce. Modern Appl Sci 10(12):98–106. https://doi.org/10.5539/mas.v10n12p98

    Article  Google Scholar 

  6. Chen Y, Yan X, Fan W (2015) Examining the effects of decomposed perceived risk on consumer’s online shopping behavior: a field study in China. Eng Econ 26(3):315–326. https://doi.org/10.5755/j01.ee.26.3.8420

    Article  Google Scholar 

  7. Almousa M (2014) The influence of risk perception in online purchasing behavior: Examination of an early-stage online market. Int Rev Manage Bus Res 3(2):779–790. https://doi.org/10.32479/irmbr.2014-3.779-790

  8. Biucky ST, Abdolvand N, Harandi SR (2017) The effects of perceived risk on social commerce adoption based on tam model. Int J Electron Commer Stud 8(2):173–196. https://doi.org/10.7903/ijecs.1538

    Article  Google Scholar 

  9. Bruns I (2018) Trust and perceived authenticity in social media driven influencer marketing and their influence on intentions to buy of 18–24-Year-Olds in Ireland, Doctoral Dissertation. Dublin: Dublin Business School

    Google Scholar 

  10. Fachryto T, Achyar A (2018) Effect of online behavioral advertising implementation on attitude toward ad and purchase intention in Indonesian E-marketplace. Sriwijaya Int J Dyn Econ Bus 2(2):123–138. . https://doi.org/10.29259/sijdeb.v2i2.123-138.

  11. Gerber C, Ward S, Goedhals-Gerber L (2014) The impact of perceived risk on on-line purchase behavior. Risk Gov Control Fin Mark Institutions 4(4):99–106. https://doi.org/10.22495/rgcv4i4c1art4

  12. Xu N, Wang H (2018) Research on impact of recommenders and recommended information on consumers’ purchase intention in social e-commerce. In: 2018 International seminar on education research and social science. Atlantis Press, London. https://doi.org/10.2991/iserss-18.2018.6

  13. Ventre I, Kolbe D (2020) The impact of perceived usefulness of online reviews, trust and perceived risk on online purchase intention in emerging markets: a Mexican perspective. J Int Consum Mark 32(4):287–299. https://doi.org/10.1080/08961530.2020.1712293

    Article  Google Scholar 

  14. Panwar C (2018) Consumer perceived risk in online shopping environment via Facebook as medium. Int J Eng Technol 7(4):2485–2490. https://doi.org/10.14419/ijet.v7i4.11017.

  15. Kusumawati A (2017) Consumer attitudes toward online behavioural advertising: the social media involvement. J Emerg Trends Mark Manage 1(1):88–94. https://doi.org/10.1014/jetmm.2017.01.88

    Article  Google Scholar 

  16. Mosunmola A, Adegbuyi O, Kehinde O, Agboola M, Olokundun M (2019) Percieved value dimensions on online shopping intention: the role of trust and culture. Acad Strateg Manage J 18(1):1–20. https://doi.org/10.1028/acadsmj.2019.18.001-020

    Article  Google Scholar 

  17. Maia C, Lunardi G, Longaray A, Munhoz P (2018) Factors and characteristics that influence consumers’ participation in social. Abou Ali, et al. Factors influencing customers’ purchase intention in social commerce international review of management and marketing. https://doi.org/10.1108/REGE-03-2018-031

  18. Hajli N, Sims J, Zadeh AH, Richard MO (2017) A social commerce investigation of the role of trust in a social networking site on purchase intentions. J Bus Res 71:133–141. https://doi.org/10.1016/j.jbusres.2016.10.004

    Article  Google Scholar 

  19. Yin X, Wang H, Xia Q, Gu Q (2019) How social interaction affects purchase intention in social commerce: a cultural perspective. Sustainability 11(8):2423–2442. https://doi.org/10.3390/su11082423

    Article  Google Scholar 

  20. Folarin TO, Ogundare EA (2016) Influence of customers’ perceived risk on online shopping intention in Malaysia’s apparel industry. J Inf Syst Eng 4(2):69–81. https://doi.org/10.24924/ijise/2016.11/v4.iss2/69.81

  21. Hair JF, Black WC, Babin BJ, Anderson RE (2014) Multivariate data analysis, 7th edn. Pearson Education Limited, London

    Google Scholar 

  22. Hajli N, Lin X, Featherman M, Wang Y (2014) Social word of mouth: How trust develops in the market. Int J Mark Res 56(5):673–689. https://doi.org/10.2501/IJMR-2014-045

    Article  Google Scholar 

  23. Friedrich T (2016) On the factors influencing consumers’ adoption of social commerce-a review of the empirical literature. Pac Asia J Assoc Inf Syst 8(4):1–32. https://doi.org/10.17705/1pais.08401

  24. Hajli N, Sims J (2015) Social commerce: The transfer of power from sellers to buyers. Technol Forecast Soc Change 94:350–358. https://doi.org/10.1016/j.techfore.2015.01.012

    Article  Google Scholar 

  25. Rashbini W (2018) The impact of consumer trust, perceived risk, perceived benefit on purchase intention and purchase decision. Int J Adv Res 6(1):1036–1044. https://doi.org/10.21474/IJAR01/6317

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Correspondence to Denis Ushakov .

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Ushakov, D., Malishevskaya, N., Shatila, K. (2024). The Impact of Consumer Behavior on Purchasing Intention: The Moderating Effect of Digital Marketing. In: Zokirjon ugli, K.S., Muratov, A., Ignateva, S. (eds) Fundamental and Applied Scientific Research in the Development of Agriculture in the Far East (AFE-2022). AFE 2023. Lecture Notes in Networks and Systems, vol 733. Springer, Cham. https://doi.org/10.1007/978-3-031-37978-9_93

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