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ANALYSIS OF SYNERGIES IN INDIAN CORPORATE M&A DEALS: A LOGIT
REGRESSION APPROACH
Anjala Kalsie
1
Neha Singh
2+
1
Associate Professor, Faculty of Management Studies University of Delhi,
Delhi, India.
2
Research Scholar Faculty of Management Studies University of Delhi,
Delhi, India.
(+ Corresponding author)
ABSTRACT
Article History
Received: 5 February 2021
Revised: 10 March 2021
Accepted: 2 April 2021
Published: 26 April 2021
Keywords
M&A activity
Synergies
Indian corporates
Logit regression analysis
Cash deals
Industry relatedness.
JEL Classification:
G34; C35; M4.
A firm's financial attributes play an essential part in the merger decision. The present
paper attempts to improve the existing literature on assessing M&A activity in Indian
corporate. The primary objective is to analyse 1) When synergies are gained, payment
is made in cash, 2) When synergies are gained, M&A activity takes place in the related
industries. The paper has analysed 20 major M&A deals which took place between 2010
and 2015 for the Indian Corporates. The data includes three year pre-merger , year of
merger and three year post merger i.e. a total of seven year data for each deal has been
used in the study effectively from 2007 to 2018. Random Effect Logit Regression has
been applied to estimate the relationship. The major results derived from the analysis
suggest that EBITDA has statistically significant relation with payment dummy as
well as Industry relatedness. Statistically significant results have also been observed for
Free Cash flow. Asset Turnover has also shown to have a significant relationship with
relatedness of industry in our model. The results supports both the hypothesis of the
study i.e. “When synergies are gained, cash mode of payment is preferred. ” and “When synergies
are gained, mergers & acquisition in related industry sector are preferred”.
Contribution/Originality: This study is one of the very few studies which have investigated how the mode of
payment in Merger and Acquisition(M&A) strategy is impacted by the synergies gained in the major M&A deals
for Indian Corporates over the period from 2010 to 2015.
1. INTRODUCTION
The most common means of corporate restructuring in the present era is merger & acquisitions (M&As).
M&As have played a significant role in the external growth of the world's leading corporations. The idea of merger,
which started in 1890 in the United States, has now become very common in today 's globally competitive global
business environment. When two or more companies combine into one entity, mergers are said to occur (Bose,
2014). Acquisition is characterised as an act of directly acquiring right to possession or management of a company
by another company with little or no combination of business or organisation.
The opening of economy post the 1990s have surged an era of M&A deals in India , though they were not
uncommon before, but with a lower frequency (Bhoi, 2000). The government's liberal economic policy after the
1990s allowed enterprises to undergo technological growth, diversification and upgradation. A number of
businesses have found it necessary to combine with comparable business units and subsidiaries in order to achieve
cost savings and improved productivity. As shown in Figure 1, the quantum of deals in India has seen a steady rise
since 2013, with a reciprocal increase in the total quantity of deals undertaken. In 2015, businesses reported more
The Economics and Finance Letters
2021 Vol. 8, No. 2, pp. 130-141.
ISSN(e): 2312-430X
ISSN(p): 2312-6310
DOI: 10.18488/journal.29.2021.82.130.141
© 2021 Conscientia Beam. All Rights Reserved.