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The present study has been conducted to check the possible existence of an optimal capital structure in the Indian corporate sector.
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A goal programming approach to the study of optimal capital structure in the context of Indian corporate firms
International Journal of Management (IJM)
Volume 11, Issue 3, March 2020, pp. 193–207, Article ID: IJM_11_03_021
Available online at http://www.iaeme.com/ijm/issues.asp?JType=IJM&VType=11&IType=3
Journal Impact Factor (2020): 10.1471 (Calculated by GISI) www.jifactor.com
ISSN Print: 0976-6502 and ISSN Online: 0976-6510
© IAEME Publication Scopus Indexed
A GOAL PROGRAMMING APPROACH TO THE
STUDY OF OPTIMAL CAPITAL STRUCTURE IN
THE CONTEXT OF INDIAN CORPORATE
FIRMS
Uma Charan Pati
Assistant Professor, School of Economics,
Gangadhar Meher University, Amruta Vihar, Sambalpur, Odisha, India &
Ph.D. Scholar in Sambalpur University, Sambalpur, Odisha, India
Sudhanshu Sekhar Rath
Former Vice Chancellor, Gangadhar Meher University,
AmrutaVihar, Sambalpur, Odisha, India
ABSTRACT
The capital structure controversy debate is still to die down even after five decades
of its birth from the seminal work by Modigliani and Miller in 1958. The irrelevance
theorem was proved wrong by many later day theorists/empiricists but many
postulated it otherwise. The existence of an optimal capital structure in the corporate
sector has been debated extensively and non-conclusively too. The present study has
been conducted to check the possible existence of an optimal capital structure in the
Indian corporate sector. Besides other descriptive statistical techniques, the linear
goal programming technique has been used to study whether the optimality objective
is achieved by the thirty companies selected from private, public and IT sectors. The
goal programming results show the non-existence of something called an optimal
capital structure and instead corporate firms are inclined towards achieving multiple
objectives/goals at a time and hence not optimizing rather satisfying level of
achievement at multiple ends is the goal in the present globalised era of fierce
competitions.
Keywords: Corporate Finance, Goal Programming, Satisfying Behavior, Multi-
objective goal setting
Cite this Article: Uma Charan Pati and Sudhanshu Sekhar Rath, A Goal
Programming Approach to the Study of Optimal Capital Structure in the Context of
Indian Corporate Firms, International Journal of Management (IJM), 11 (3), 2020, pp.
193–207.
http://www.iaeme.com/IJM/issues.asp?JType=IJM&VType=11&IType=3
http://www.iaeme.com/IJM/index.asp 193 editor@iaeme.com
A Goal Programming Approach to the Study of Optimal Capital Structure in the Context of Indian
Corporate Firms
1. INTRODUCTION
The entire financial management literature is dominated by the capital structure controversy
debate being initiated with the irrelevance theorem of Modigliani and Miller. A broad
theoretical review brings forth the idea that the debate has not yet got settled. Movement from
the MM hypothesis of capital structure irrelevance to the relevant MM hypothesis of 1963
followed by the trade-off theory and finally the pecking order theory reveals that the debate is
still going on.
Based on the whole analysis of the capital structure debate, in this study effort has been
made to explore the possibility of the existence of an optimal capital structure in the Indian
corporate sector. The whole study and analysis in this particular study has come down to the
point that there is no specific or targeted capital structure that firms do follow across different
sectors. However, there have been studies conducted to ascertain the possible impact of
capital structure on the performance of the corporate firms. Taking cues from those theories
and studies we have tried to explore the possible impacts of the capital structure of a company
on its performance by using different inferential statistical analysis including the technique of
Goal programming followed by the ANOVA and the F test.
If we move deep into the theoretical premises on capital structure principles we find that
almost all the theories have come to the conclusion that there is no concrete inference that can
be drawn as regards the existence of something called an optimal capital structure. It has been
proved by Nassar, S., (2016) , Marmara University, Institute of Social Science, Accounting
and Finance Department, Istanbul/Turkey in his research work titled “The impact of capital
structure on Financial Performance of the firms: Evidence From Borsa Istanbul” . By taking
136 Industries as a sample, and by using multivariate regression analysis including ” Return
on Asset (ROA), Return on Equity (ROE) and Earning per Share (EPS) as well as Debt-
Equity Ratio (DR) as capital structure variables, he has derived the conclusion that there is a
negative significant relationship between capital structure and firm performance.” Some other
studies have also confirmed the existence of this particular relationship.
1.1 Relationship between the Capital Structure and Firm’s Financial
Performance: A Theoretical Analysis
As has already been referred earlier, there is a great debate started with the MM Hypothesis
on the relevance of a capital structure and its impact on the financial performance of corporate
firms.
Right from the Modigliani and Miller Theory of 1958 and then 1963, followed by the
traditional theory, the trade-off theory and the Pecking Order theory upto the Managerial
Entrenchment theory, we find that there is no general rule or formula of an optimal capital
structure and for that matter there is no significant impact found in the relationship between
the capital structure and the firms‟ financial performance.
...