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The impact of digital marketing strategies on customer’s buying behavior in online shopping using the rough set theory

Author

Listed:
  • Ebrahim Forghani

    (Shahrood University of Technology)

  • Reza Sheikh

    (Shahrood University of Technology)

  • Seyed Mohammad Hassan Hosseini

    (Shahrood University of Technology)

  • Shib Sankar Sana

    (Kishore Bharati Bhagini Nivedita College)

Abstract

Digital Marketing strategies are sets of controllable e-marketing variables that organizations combine to achieve marketing goals and to meet customers’ needs. These strategies are the most important factors that electronic-marketing managers pay attention to the best strategy in order to achieve sales and profitability. This study aims to investigate the effect of these strategies on the buying behavior of customers in online shopping stores in Tehran. For this purpose, five best-selling online stores in Tehran are selected and 79 samples are taken from each of them. For data collection, a 2-tuple fuzzy linguistic representation model is used in order to no lose the linguistic information obtained from customers. For data analyzing and extracting proper rules, two approaches of the rough set theory are used. Based on the results provided by Rosetta software, five rules governing customer behavior are identified as the most important factors affecting buying behavior in online shopping. To evaluate the result, a comparison is carried out between the extracted rules using the proposed rough set technique and the tree diagram of the data obtained by Rapidminer software. Almost all provided rules are confirmed through this comparison along with the opinions of experts. Some of key results according to the obtained rules indicate that the most important digital marketing strategy is the search engine optimization. Moreover, the social media marketing and recommender engine play as second important issue of the marketing management.

Suggested Citation

  • Ebrahim Forghani & Reza Sheikh & Seyed Mohammad Hassan Hosseini & Shib Sankar Sana, 2022. "The impact of digital marketing strategies on customer’s buying behavior in online shopping using the rough set theory," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(2), pages 625-640, April.
    • Handle: RePEc:spr:ijsaem:v:13:y:2022:i:2:d:10.1007_s13198-021-01315-4
    DOI: 10.1007/s13198-021-01315-4
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    References listed on IDEAS

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    1. Chao, Shih-Liang & Yu, Ming-Miin & Wei, Sin-Yi, 2024. "Ascertaining the impact of e-service quality on e-loyalty for the e-commerce platform of liner shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).
    2. Yingdong Tian & Wensheng Yang & Kun Wen & Dawei Zhang, 2023. "Who is better for single and double coupon promotion? Comparison from dual‐channel and two‐period," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 2079-2093, June.
    3. Jena, Sarat Kumar & Meena, Purushottam, 2022. "Competitive sustainable processes and pricing decisions in omnichannel closed-up supply chains under different channel power structures," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    4. Dehghan-Bonari, Mohamad & Heydari, Jafar, 2022. "How a novel option contract helps a green product to enter a traditional product's retailing channel: A mathematical modeling approach," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    5. Sarkar, Biswajit & Dey, Bikash Koli, 2023. "Is online-to-offline customer care support essential for consumer service?," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).

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