Skip to main content
Top
Published in: Asia-Pacific Financial Markets 4/2023

16-11-2022 | Original Research

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

Authors: Ajay Chauhan, Swati Gupta, Sanjay Gupta

Published in: Asia-Pacific Financial Markets | Issue 4/2023

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Literature
go back to reference Agarwal, S. (2017). Retail investors and expert’s disposition towards equity selection. In S. Agarwal (Ed.), Portfolio selection using multi-objective optimisation (pp. 101–123). Palgrave Macmillan.CrossRef Agarwal, S. (2017). Retail investors and expert’s disposition towards equity selection. In S. Agarwal (Ed.), Portfolio selection using multi-objective optimisation (pp. 101–123). Palgrave Macmillan.CrossRef
go back to reference Bag, S., & Anand, N. (2014). Modeling green supply chain management framework using ISM and MICMAC analysis. African Journal of Business Management, 8(22), 1053–1065. Bag, S., & Anand, N. (2014). Modeling green supply chain management framework using ISM and MICMAC analysis. African Journal of Business Management, 8(22), 1053–1065.
go back to reference Battisti, E., Miglietta, N., Salvi, A., & Creta, F. (2019). Strategic approaches to value investing: A systematic literature review of international studies. Review of International Business and Strategy, 29(3), 253–266.CrossRef Battisti, E., Miglietta, N., Salvi, A., & Creta, F. (2019). Strategic approaches to value investing: A systematic literature review of international studies. Review of International Business and Strategy, 29(3), 253–266.CrossRef
go back to reference Chai, S., Kim, M., & Rao, H. R. (2011). Firms’ information security investment decisions: Stock market evidence of investors’ behavior. Decision Support Systems, 50(4), 651–661.CrossRef Chai, S., Kim, M., & Rao, H. R. (2011). Firms’ information security investment decisions: Stock market evidence of investors’ behavior. Decision Support Systems, 50(4), 651–661.CrossRef
go back to reference Chang, J., Tu, W., Yu, C., & Qin, C. (2021). Assessing dynamic qualities of investor sentiments for stock recommendation. Information Processing & Management, 58(2), 102452.CrossRef Chang, J., Tu, W., Yu, C., & Qin, C. (2021). Assessing dynamic qualities of investor sentiments for stock recommendation. Information Processing & Management, 58(2), 102452.CrossRef
go back to reference Churet, C., & Eccles, R. G. (2014). Integrated reporting, quality of management, and financial performance. Journal of Applied Corporate Finance, 26(1), 56–64. Churet, C., & Eccles, R. G. (2014). Integrated reporting, quality of management, and financial performance. Journal of Applied Corporate Finance, 26(1), 56–64.
go back to reference Davidsson, P. (2021). It’s the product-market fit, stupid! Commentary on “early indicators of very long-term venture performance: A 20-year panel study” by Eli Gimmon and Jonathan Levie. Academy of Management Discoveries, 7(2), 317–320.CrossRef Davidsson, P. (2021). It’s the product-market fit, stupid! Commentary on “early indicators of very long-term venture performance: A 20-year panel study” by Eli Gimmon and Jonathan Levie. Academy of Management Discoveries, 7(2), 317–320.CrossRef
go back to reference Dewangan, D. K., Agrawal, R., & Sharma, V. (2015). Enablers for competitiveness of Indian manufacturing sector: An ISM-fuzzy MICMAC analysis. Procedia-Social and Behavioral Sciences, 189, 416–432.CrossRef Dewangan, D. K., Agrawal, R., & Sharma, V. (2015). Enablers for competitiveness of Indian manufacturing sector: An ISM-fuzzy MICMAC analysis. Procedia-Social and Behavioral Sciences, 189, 416–432.CrossRef
go back to reference Engelhardt, N., Krause, M., Neukirchen, D., & Posch, P. N. (2021). Trust and stock market volatility during the COVID-19 crisis. Finance Research Letters, 38, 101873.CrossRef Engelhardt, N., Krause, M., Neukirchen, D., & Posch, P. N. (2021). Trust and stock market volatility during the COVID-19 crisis. Finance Research Letters, 38, 101873.CrossRef
go back to reference Fama, E. F., & French, K. R. (1992). The cross-section of expected stock returns. The Journal of Finance, 47(2), 427–465. Fama, E. F., & French, K. R. (1992). The cross-section of expected stock returns. The Journal of Finance, 47(2), 427–465.
go back to reference Fazlzadeh, A., Hendi, A. T., & Mahboubi, K. (2011). The examination of the effect of ownership structure on firm performance in listed firms of Tehran stock exchange based on the type of the industry. International Journal of Business and Management, 6(3), 249.CrossRef Fazlzadeh, A., Hendi, A. T., & Mahboubi, K. (2011). The examination of the effect of ownership structure on firm performance in listed firms of Tehran stock exchange based on the type of the industry. International Journal of Business and Management, 6(3), 249.CrossRef
go back to reference Fisher, P. A. (2003). Common stocks and uncommon profits and other writings (Vol. 40). Wiley. Fisher, P. A. (2003). Common stocks and uncommon profits and other writings (Vol. 40). Wiley.
go back to reference Godet, M. (1986). Introduction to la prospective: Seven key ideas and one scenario method. Futures, 18, 134–157.CrossRef Godet, M. (1986). Introduction to la prospective: Seven key ideas and one scenario method. Futures, 18, 134–157.CrossRef
go back to reference Graham, B., Dodd, D. L. F., & Cottle, S. (1934). Security analysis (Vol. 452). McGraw-Hill. Graham, B., Dodd, D. L. F., & Cottle, S. (1934). Security analysis (Vol. 452). McGraw-Hill.
go back to reference Greenwald, B. C., Kahn, J., Bellissimo, E., Cooper, M. A., & Santos, T. (2020). Value investing: From Graham to Buffett and beyond. Wiley. Greenwald, B. C., Kahn, J., Bellissimo, E., Cooper, M. A., & Santos, T. (2020). Value investing: From Graham to Buffett and beyond. Wiley.
go back to reference Kumar, K., Dhillon, V. S., Singh, P. L., & Sindhwani, R. (2019). Modeling and analysis for barriers in healthcare services by ISM and MICMAC analysis. In M. Kumar, R. K. Pandey, & V. Kumar (Eds.), Advances in interdisciplinary engineering (pp. 501–510). Springer.CrossRef Kumar, K., Dhillon, V. S., Singh, P. L., & Sindhwani, R. (2019). Modeling and analysis for barriers in healthcare services by ISM and MICMAC analysis. In M. Kumar, R. K. Pandey, & V. Kumar (Eds.), Advances in interdisciplinary engineering (pp. 501–510). Springer.CrossRef
go back to reference Lakonishok, J., Shleifer, A., & Vishny, R. W. (1994). Contrarian investment, extrapolation, and risk. The Journal of Finance, 49(5), 1541–1578.CrossRef Lakonishok, J., Shleifer, A., & Vishny, R. W. (1994). Contrarian investment, extrapolation, and risk. The Journal of Finance, 49(5), 1541–1578.CrossRef
go back to reference Mani, V., Agrawal, R., & Sharma, V. (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, 17(2), 135–156.CrossRef Mani, V., Agrawal, R., & Sharma, V. (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, 17(2), 135–156.CrossRef
go back to reference Murry, J. W., Jr., & Hammons, J. O. (1995). Delphi: A versatile methodology for conducting qualitative research. The Review of Higher Education, 18(4), 423–436.CrossRef Murry, J. W., Jr., & Hammons, J. O. (1995). Delphi: A versatile methodology for conducting qualitative research. The Review of Higher Education, 18(4), 423–436.CrossRef
go back to reference Novakowski, N., & Wellar, B. (2008). Using the Delphi technique in normative planning research: Methodological design considerations. Environment and Planning A, 40(6), 1485–1500.CrossRef Novakowski, N., & Wellar, B. (2008). Using the Delphi technique in normative planning research: Methodological design considerations. Environment and Planning A, 40(6), 1485–1500.CrossRef
go back to reference Paule-Vianez, J., Gomez-Martinez, R., & Prado-Román, C. (2020). A bibliometric analysis of behavioural finance with mapping analysis tools. European Research on Management and Business Economics, 26(2), 71–77.CrossRef Paule-Vianez, J., Gomez-Martinez, R., & Prado-Román, C. (2020). A bibliometric analysis of behavioural finance with mapping analysis tools. European Research on Management and Business Economics, 26(2), 71–77.CrossRef
go back to reference Rahman, F. (2019). Stock analysis and support in quick decision-making process for individual investors and institutions. Rahman, F. (2019). Stock analysis and support in quick decision-making process for individual investors and institutions.
go back to reference Raj, T., Shankar, R., & Suhaib, M. (2009). An ISM approach to analyse interaction between barriers of transition to flexible manufacturing system. International Journal of Manufacturing Technology and Management, 16(4), 417–438.CrossRef Raj, T., Shankar, R., & Suhaib, M. (2009). An ISM approach to analyse interaction between barriers of transition to flexible manufacturing system. International Journal of Manufacturing Technology and Management, 16(4), 417–438.CrossRef
go back to reference Ruben, R. B., Vinodh, S., & Asokan, P. (2018). ISM and fuzzy MICMAC application for analysis of lean Six Sigma barriers with environmental considerations. International Journal of Lean Six Sigma, 9(1), 64–90.CrossRef Ruben, R. B., Vinodh, S., & Asokan, P. (2018). ISM and fuzzy MICMAC application for analysis of lean Six Sigma barriers with environmental considerations. International Journal of Lean Six Sigma, 9(1), 64–90.CrossRef
go back to reference Saif Ul Islam, M., Meo, M. S., & Usman, M. (2020). The relationship between corporate investment decision and firm performance: Moderating role of cash flows. Journal of Public Affairs, 22, e2445. Saif Ul Islam, M., Meo, M. S., & Usman, M. (2020). The relationship between corporate investment decision and firm performance: Moderating role of cash flows. Journal of Public Affairs, 22, e2445.
go back to reference Seo, K., & Soh, J. (2019). Asset-light business model: An examination of investment-cash flow sensitivities and return on invested capital. International Journal of Hospitality Management, 78, 169–178.CrossRef Seo, K., & Soh, J. (2019). Asset-light business model: An examination of investment-cash flow sensitivities and return on invested capital. International Journal of Hospitality Management, 78, 169–178.CrossRef
go back to reference Sharma, S. (1995). Applied multivariate techniques. Wiley. Sharma, S. (1995). Applied multivariate techniques. Wiley.
go back to reference Siddiaui, S. S., & Patil, V. A. (2018). Stock market valuation using Monte Carlo simulation. In 2018 International conference on current trends towards converging technologies (ICCTCT) (pp. 1–7). IEEE. Siddiaui, S. S., & Patil, V. A. (2018). Stock market valuation using Monte Carlo simulation. In 2018 International conference on current trends towards converging technologies (ICCTCT) (pp. 1–7). IEEE.
go back to reference Singh, R. K., Garg, S. K., & Deshmukh, S. G. (2007). Interpretive structural modelling of factors for improving competitiveness of SMEs. International Journal of Productivity and Quality Management, 2(4), 423.CrossRef Singh, R. K., Garg, S. K., & Deshmukh, S. G. (2007). Interpretive structural modelling of factors for improving competitiveness of SMEs. International Journal of Productivity and Quality Management, 2(4), 423.CrossRef
go back to reference Vardy, J. (2018). Valuation factors of multi-bagger companies compared to the market. Doctoral dissertation, University of Pretoria. Vardy, J. (2018). Valuation factors of multi-bagger companies compared to the market. Doctoral dissertation, University of Pretoria.
go back to reference Warfield, J. N. (1973). Intent structures. IEEE Transactions on Systems, Man and Cybernetics, 3(2), 133–140.CrossRef Warfield, J. N. (1973). Intent structures. IEEE Transactions on Systems, Man and Cybernetics, 3(2), 133–140.CrossRef
go back to reference Warfield, J. N. (1974). Developing interconnection matrices in structural modeling. IEEE Transactionsons on Systems, Man and Cybernetics, 4(1), 81–67.CrossRef Warfield, J. N. (1974). Developing interconnection matrices in structural modeling. IEEE Transactionsons on Systems, Man and Cybernetics, 4(1), 81–67.CrossRef
Metadata
Title
An ISM and MICMAC Approach for Modelling the Contributors of Multibagger Stocks
Authors
Ajay Chauhan
Swati Gupta
Sanjay Gupta
Publication date
16-11-2022
Publisher
Springer Japan
Published in
Asia-Pacific Financial Markets / Issue 4/2023
Print ISSN: 1387-2834
Electronic ISSN: 1573-6946
DOI
https://doi.org/10.1007/s10690-022-09394-4

Other articles of this Issue 4/2023

Asia-Pacific Financial Markets 4/2023 Go to the issue