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An ISM and MICMAC Approach for Modelling the Contributors of Multibagger Stocks

Author

Listed:
  • Ajay Chauhan

    (Universal Business School)

  • Swati Gupta

    (Panjab University, Chandigarh)

  • Sanjay Gupta

    (Panjab University, Chandigarh)

Abstract

The purpose of this study is to explore the factors affecting the selection of multibagger stocks in the securities market. Further, the study aims to develop a model using interpretive structural modeling (ISM). Thereafter, the driving and dependence power of factors was found using matriced impact croises multiplication appliquee a un classement (MICMAC). A group of financial analysts and academic experts having experience in dealing in the Indian securities market were consulted and interpretive structural modelling (ISM) is adopted to develop the contextual relationship among various factors for each dimension of multibagger stocks selection. Further, to identify the driving and the dependence power of factors, the results of the ISM are used as an input to MICMAC analysis. The results of the study indicate the large potential market (C11), visionary leader (C13), unique business model (C6), understanding of the sector (C1), and promoter and management capability (C2) are the dominant factors. MICMAC analysis indicates that driving, dependent and linkage factors are 4, 5, and 4 respectively. The factors obtained for ISM model development and MICMAC analysis are based on the experts’ opinions. As it is a subjective judgment, there are chances of biasness on basis of personal opinions. A questionnaire survey can be conducted to gather viewpoints on these factors from more financial experts and portfolio consultants. The study has been executed in discussion with financial analysts and academic experts having experience in dealing in the securities market. Hence, derived results have practical validity. The securities market is quite volatile in nature and the right choice of multibaggers may prove to be wealth creators for the general public. Investors may look for the derived factors for investing their savings into profitable channels by picking up those stocks which may prove to be multibaggers in near future. The development of a model for the identification of factors affecting the choice of multibaggers in the securities market is the original contribution of the authors.

Suggested Citation

  • Ajay Chauhan & Swati Gupta & Sanjay Gupta, 2023. "An ISM and MICMAC Approach for Modelling the Contributors of Multibagger Stocks," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 30(4), pages 677-699, December.
    • Handle: RePEc:kap:apfinm:v:30:y:2023:i:4:d:10.1007_s10690-022-09394-4
    DOI: 10.1007/s10690-022-09394-4
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    References listed on IDEAS

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    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    3. Cécile Churet & Robert G. Eccles, 2014. "Integrated Reporting, Quality of Management, and Financial Performance," Journal of Applied Corporate Finance, Morgan Stanley, vol. 26(1), pages 56-64, March.
    4. Tilak Raj & Ravi Shankar & Mohammed Suhaib, 2009. "An ISM approach to analyse interaction between barriers of transition to Flexible Manufacturing System," International Journal of Manufacturing Technology and Management, Inderscience Enterprises Ltd, vol. 16(4), pages 417-438.
    5. V. Mani & Rajat Agrawal & Vinay Sharma, 2016. "Impediments to Social Sustainability Adoption in the Supply Chain: An ISM and MICMAC Analysis in Indian Manufacturing Industries," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 17(2), pages 135-156, June.
    6. Rajesh K. Singh & Suresh K. Garg & S.G. Deshmukh, 2007. "Interpretive structural modelling of factors for improving competitiveness of SMEs," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 2(4), pages 423-440.
    7. Engelhardt, Nils & Krause, Miguel & Neukirchen, Daniel & Posch, Peter N., 2021. "Trust and stock market volatility during the COVID-19 crisis," Finance Research Letters, Elsevier, vol. 38(C).
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    More about this item

    Keywords

    Multibagger stocks; Indian securities market; Interpretive structural modelling; MICMAC analysis;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G2 - Financial Economics - - Financial Institutions and Services
    • G4 - Financial Economics - - Behavioral Finance

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