IDEAS home Printed from https://ideas.repec.org/a/igg/jabim0/v12y2021i1p60-74.html
   My bibliography  Save this article

Shopper Segmentation Using Multivariate Risk Analysis for Innovative Marketing Strategies

Author

Listed:
  • G. Somasekhar

    (MITS School of Business, India)

  • K. Srinivasa Krishna

    (MITS School of Business, India)

  • Ashok Kumar Reddy

    (Hero Moto Corp Limited, Hyderabad, India)

  • T. Kishore Kumar

    (NITTE School of Management, Bangalore, India)

  • G. Somasekhar

    (MITS School of Business, India & Madanapalle Institute of Technology and Science, India)

Abstract

Shopper buying behaviour is essential for the retailers to segment the shoppers in accordance to their disruptive attitude and perception for better innovative strategies which may lead to higher profits. The major purpose of this study to categorize the shoppers into distinct groups based on their risk-based perception for the organized retail outlets in Bangladesh. Seven hundred eighty-five respondents were responding on 21 variables related to store which influence their buying behaviour. In the present study, the shoppers were classified into three segments such as value seekers and disruptive to please shoppers, quality and style-driven shoppers, sensory-driven, and not interested shoppers by using innovative k-means cluster analysis. The results of the study help to retailers in understanding the various disruptive segments of shoppers in relation to their importance for store attributes affected by their demographic characteristics and guide the retailers to take necessary actions regard redesign of retail mix to provide innovative value to the shoppers.

Suggested Citation

  • G. Somasekhar & K. Srinivasa Krishna & Ashok Kumar Reddy & T. Kishore Kumar & G. Somasekhar, 2021. "Shopper Segmentation Using Multivariate Risk Analysis for Innovative Marketing Strategies," International Journal of Asian Business and Information Management (IJABIM), IGI Global, vol. 12(1), pages 60-74, January.
  • Handle: RePEc:igg:jabim0:v:12:y:2021:i:1:p:60-74
    as

    Download full text from publisher

    File URL: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJABIM.20210101.oa4
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ministry of Finance, Government of India,, 2017. "Economic Survey 2016-17," OUP Catalogue, Oxford University Press, edition 2, number 9780199477661.
    2. Vijay Victor & Jose Joy Thoppan & Robert Jeyakumar Nathan & Fekete Farkas Maria, 2018. "Factors Influencing Consumer Behavior and Prospective Purchase Decisions in a Dynamic Pricing Environment—An Exploratory Factor Analysis Approach," Social Sciences, MDPI, vol. 7(9), pages 1-14, September.
    3. Christopher J. S. Gentle, 1996. "European Financial Services," Palgrave Macmillan Books, in: After Liberalisation, chapter 3, pages 46-59, Palgrave Macmillan.
    4. Mohammad Anisur Rahman & Md. Aminul Islam & Bushra Humyra Esha & Nahida Sultana & Sujan Chakravorty, 2018. "Consumer buying behavior towards online shopping: An empirical study on Dhaka city, Bangladesh," Cogent Business & Management, Taylor & Francis Journals, vol. 5(1), pages 1514940-151, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muhammad Sajid & Farhan Ahmed & Shafique Ahmed & Aadil Panhwar, 2018. "Viability of Liquefied Natural Gas (LNG) in Pakistan," International Journal of Energy Economics and Policy, Econjournals, vol. 8(5), pages 146-154.
    2. Altunbas, Y. & Chakravarty, S. P., 1998. "Efficiency measures and the banking structure in Europe," Economics Letters, Elsevier, vol. 60(2), pages 205-208, August.
    3. Brian Burgoon & Panicos Demetriades & Geoffrey R D Underhill, 2008. "Financial Liberalisation and Political Variables: a response to Abiad and Mody," WEF Working Papers 0039, ESRC World Economy and Finance Research Programme, Birkbeck, University of London.
    4. Anam Bhatti & Shahrin Saad & Salimon Maruf Gbadebo, 2019. "Effect of Financial Risk, Privacy Risk and Product Risk on Online Shopping Behavior," Pakistan Journal of Humanities and Social Sciences, International Research Alliance for Sustainable Development (iRASD), vol. 7(4), pages :343-356, December.
    5. Galdo, Virgilio & Li, Yue & Rama, Martin, 2021. "Identifying urban areas by combining human judgment and machine learning: An application to India," Journal of Urban Economics, Elsevier, vol. 125(C).
    6. Shafiqul Islam & Mohammad Fakhrul Islam & Noor-E- Zannat, 2023. "Behavioral Intention to Use Online for Shopping in Bangladesh: A Technology Acceptance Model Analysis," SAGE Open, , vol. 13(3), pages 21582440231, September.
    7. Ahmad, Waseem & Ahmed, Tanvir & Ahmad, Bashir, 2019. "Pricing of mobile phone attributes at the retail level in a developing country: Hedonic analysis," Telecommunications Policy, Elsevier, vol. 43(4), pages 299-309.
    8. Anindya Bhattacharya & Anirban Kar & Sunil Kumar & Alita Nandi, 2018. "Patronage and power in rural India: a study based on interaction networks," Discussion Papers 18/19, Department of Economics, University of York.
    9. Fritsch, Michael & Sorgner, Alina & Wyrwich, Michael, 2019. "Self-employment and well-being across institutional contexts," Journal of Business Venturing, Elsevier, vol. 34(6).
    10. Rajeswari Sengupta & Harsh Vardhan, 2023. "India’s Credit Landscape in a Post-pandemic World," India Studies in Business and Economics, in: Indrani Gupta & Mausumi Das (ed.), Contextualizing the COVID Pandemic in India, chapter 0, pages 273-295, Springer.
    11. Alexandra Fernandes & Luís U. Afonso, 2020. "Online Sales and Business Model Innovation in Art Markets: A Case Study," Social Sciences, MDPI, vol. 9(2), pages 1-15, January.
    12. Sudha Narayanan & Nirupam Mehrotra, 2019. "Loan Waivers and Bank Credit: Reflections on the Evidence and the Way Forward," Vikalpa: The Journal for Decision Makers, , vol. 44(4), pages 198-210, December.
    13. van Horen, Neeltje & Kotidis, Antonios, 2018. "Repo market functioning: The role of capital regulation," CEPR Discussion Papers 13090, C.E.P.R. Discussion Papers.
    14. Coady, David & Prady, Delphine, 2019. "Universal income in developing countries: Issues, options, and illustration for India," World Development Perspectives, Elsevier, vol. 16(C).
    15. Mohammed Arshad Khan & Vivek & Syed Mohd Minhaj & Mohd Afzal Saifi & Shahid Alam & Asif Hasan, 2022. "Impact of Store Design and Atmosphere on Shoppers’ Purchase Decisions: An Empirical Study with Special Reference to Delhi-NCR," Sustainability, MDPI, vol. 15(1), pages 1-24, December.
    16. Marta Kozicka & Regine Weber & Matthias Kalkuhl, 2019. "Cash vs. in-kind transfers: the role of self-targeting in reforming the Indian food subsidy program," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(4), pages 915-927, August.
    17. Gulshan Farooq BHAT & Sandeep KAUR, 2019. "Human Resource Development, Structural Transformation, Employment Generation And Innovation: India, China, Japan And South Korea, 1990-2016," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 19(1), pages 95-114.
    18. Kinza Yousfani & Farhana Khowaja & Ahmed Ali Yousfani, 2019. "The Commitment of Foreign Direct Investment and Foreign Portfolio Investment on the Monetary Development of Pakistan," International Journal of Management Science and Business Administration, Inovatus Services Ltd., vol. 5(4), pages 7-12, May.
    19. Triono Widodo, 2008. "Measuring output and value of financial services (banking): the case of Indonesia," IFC Bulletins chapters, in: Bank for International Settlements (ed.), The IFC's contribution to the 56th ISI Session, Lisbon, August 2007, volume 28, pages 107-115, Bank for International Settlements.
    20. Swapan Kumar Saha & Guijun Zhuang & Sihan Li, 2020. "Will Consumers Pay More for Efficient Delivery? An Empirical Study of What Affects E-Customers’ Satisfaction and Willingness to Pay on Online Shopping in Bangladesh," Sustainability, MDPI, vol. 12(3), pages 1-22, February.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:igg:jabim0:v:12:y:2021:i:1:p:60-74. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journal Editor (email available below). General contact details of provider: https://www.igi-global.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.