FIRMS’ SPECIFIC CHARACTERISTICS AND
STOCK MARKET RETURNS A STUDY OF LISTED NON-FINANCIAL FIRMS IN NIGERIA
ABSTRACT
The study examined the effect of firms’ specific characteristics on stock market returns. The thrust was to ascertain the influence of firm size, firm age, price earnings ratio; financial leverage, sales growth rate and productivity growth rate on the stock market returns of selected non-financial companies in Nigeria. Ex-post facto design was adopted in this study in order to determine the effect of the explanatory variables (company’s size, company’s age, price-earnings ratio, financial leverage, sales growth rate and productivity growth rate) on the dependent variable (stock market returns). Ex post facto research is useful to analyze a cause on the basis of an effect that is being studied. It is quite cheaper and less time consuming, and the opinion of the researcher is relevant to the research. The population of the study covered the entire firms listed under non-financial firms according to their sector in Nigerian Exchange Group for the period 2011 – 2022. This is made up of a total of 107 non-financial companies in Nigeria. 41 non-financial companies in Nigeria that deal exclusively on non-financial goods and services were selected using purposive sampling technique. This study adopted correlation tests followed by a panel data analysis of Ordinary Least Square (OLS) multiple linear regression models to carry out inferential statistics and analyze the collected data. Findings showed that Firm size has a significant effect on stock market returns of non-financial firms in Nigeria. Firm age has a significant effect on stock market returns of non-financial firms in Nigeria. Price earnings ratio has a significant effect on stock market returns of non-financial firms in Nigeria. Leverage has a significant effect on stock market returns of non-financial firms in Nigeria. The study found that sales growth rate has influence on stock market returns of non-financial firms in Nigeria. The study found that productivity growth rate has influence on stock market returns of non-financial firms in Nigeria. Based on the findings of the study it recommends that government and policy makers (SEC) should design and implement more stringent rule where firms will be compelled and monitored on providing high quality financial reporting, so as to be reporting earnings that reflect their actual performance. This would prevent investors from falling on to the trap of earnings manipulation (as it happened to shareholders of NSE-listed firms). The study also recommended that firm managers should develop strategies that will consistently improve stock price, which determines market capitalization and, to some extent, stock returns.
ABLE OF CONTENT
COVER PAGE i
TITLE PAGE ii
DECLARATION iii
CERTIFICATION iv
DEDICATION v
ACKNOWLEDGEMENTS vi
LIST OF TABLES ix
LIST OF FIGURES vix
ABSTRACT x
CHAPTER
ONE:INTRODUCTION
1.1
Background to the Study 1
1.2
Statement of the Problem 4
1.3
Objectives of the Study 5
1.4
Research Questions 6
1.5
Research Hypotheses 6
1.6
Significance of the Study 7
1.7
Scope of the Study 7
1.8
Limitations of the Study 9
1.9
Operational Definition of Terms 10
CHAPTER
TWO: REVIEW OF RELATED LITERATURE
2.1 Conceptual Review 11
2.2 Theoretical Framework 17
2.3 Empirical Review 21
2.4 Summary of Empirical Literature
(Webometric Analysis) 37
CHAPTER
THREE: RESEARCH METHODOLOGY
3.1 Research Design 52
3.2 Nature and Sources of Data 52
3.3 Population of the Study 52
3.4 Sample Size and Sampling Technique 52
3.5 Method of Data Analysis 53
CHAPTER
FOUR: RESULTS AND DISCUSSION
4.1 Data presentation based on Descriptive
Statistics 58
4.2 Mis-Specification Tests 60
4.3 Stationarity Test /Unit Root test result 65
4.4 Cointegration 67
4.5 Test of Hypotheses 76
4.6 Regression Analysis 86
4.7 Discussions of Results 87
CHAPTER
FIVE: SUMMARY, CONCLUSION AND RECOMMENDATIONS
5.1 Summary 97
5.2 Conclusion 98
5.3 Recommendations 99
5.4 Contributions to Knowledge 100
References 102
Appendix 109
LIST OF TABLES
2.1.9 Conceptual model 16
2.5 Summary of Empirical Literature 37
3.5.1 Measurement of proxies for variables
of the study under review (2011-2022) 54
4.1.1 Descriptive statistics for the
selected listed non-financial firms (2011-2022) 58
4.1.2 Correlation matrix of all variables
(2011-2022) 59
4.1.3 Variance Inflation Factor (VIF) (2011-2022) 60
4.2.1 Heteroskedasticity test for
Hypothesis I 61
4.2.2 Heteroskedasticity test for
Hypothesis 2 62
4.2.3 Heteroskedasticity test for
Hypothesis 3 63
4.2.4 Heteroskedasticity test for
Hypothesis 4 64
4.3 Philip-Perron Unit Root Test 65
4.4.1 The Jonansen Contegration Test 68
4.4.2-4.4.7 Collinearity Test for Hypothesis 1–6 69
4.5.1 Regression Result for test of
Hypothesis 1–6 76
4.6.1 Regression Result for effect of
firms’ specific attributes on firm 87
performance of listed
non-financial firms in Nigeria (2011-2022)
LIST
OF FIGURES
Appendix
3 114
Appendix
4 116
CHAPTER ONE
INTRODUCTION
1.1
Background
to the Study
Security or stock markets comprise a myriad of
securities from government bonds to corporate common stock. These markets are influenced by global
variables such as interest rates, investors’ confidence, economic growth,
global crisis and more. It was demonstrated
in 1997 and 1998 that the U.S economy and markets are impacted by events around
the world. In the summer of 1997,
Thailand started having currency problems as the Thai Baht currency lost almost
50 percent of its value. This currency
devaluation spitted over into Thai banking system and economy, eventually
causing an economic crisis that required help from the International Monetary
Fund (IMF). Indonesia’s currency and
economy collapsed next followed by those in Malaysia and then that were contingent
upon banking and economic reforms.
During all this economic instability, Japan was unable to do much to
help because it was struggling with its own banking crisis and seven years of
economic stagnation. This Asian crisis
was responsible for a lack of investors’ confidence around the world. The U.S stock market crashed in October 1997
in the aftermath of the news, but it quickly recovered (Block & Hirt,
2000).
In August 1998 just when the world was feeling some
relief from the Asian crisis, Russia defaulted on its sovereign debt, setting
off a financial crisis for the world’s major financial institutions and western
governments. Lenders became so risk
averse that many companies, even those with investment grade credit ratings
could not borrow money. Initial public
offerings dried up, the stock market retreated more than 15 percent from its
peak, and Wall Street lay off thousands of financial employees including the
analysts, traders and international market workers. Corporations come to these international
markets for short term sources of funds or long term capital. When the markets are good, money is cheap and
easy to find, and when the markets are bad, money is hard to find and often
relatively expensive. The world economic
markets often move back and forth between the two extremes (Block &Hirt,2000).
Equity accounts for a company’s ownership stake (Onuorah,
Oboro & Agbogun, 2022). Investors or shareholders would desire adequate
returns for their investments. As the
case may be, common stock holders have the right to attend and vote at general
meetings as well as to receive declared dividends and their share of the
residual assets, if any, if the business goes bankrupt. The firms that want to receive capital in the
market and are coming public are known as common stock issuers. When compared to other potential sources,
issuing common stock and selling it in the market allows the corporation to
raise more equity capital more readily. As
a result, many corporations issue common stocks that are traded in financial
markets, and investors have a wide range of options for selecting these types
of assets for investment. There are three main methods of raising shares. These are public offer, share placement and
right issue. Public offer involves
issuing new shares for purchase by the general investing public. Put differently, a public offer is an offer
of new shares to the general investing public.
In many countries, including Nigeria, U.K and U.S.A,
a company whose shares are already traded on the stock market cannot make a
public offer of new shares without shareholders permission (which is unlikely
to be obtained, because existing shareholders would suffer a dilution in their
shareholding in the company and would own a smaller proportion of the
company). Instead, companies whose
shares are already traded on the stock market will use a rights issue or a
placing when it wishes to issue new shares for cash.
Furthermore, a public offer might be used to bring
the shares of a company to the stock market for the first time. The term for this type of share issue is an
Initial Public Offering (IPO). The company comes to the stock market for the
first time in a stock market flotation.
In Nigeria and the U.K, the terms Prospectus Issue and Offer for Sale
are also used to describe a public offer.
A distinction is often made between an offer for subscription and an
offer for sale. Unlike in the case of the
former, an offer for sale does not bring about an increase in the share capital
of the company and the proceeds go to the vendor and not the company as it
involves mere redistribution of shares from the current owner or vendor (who is
selling) to the public (Onuorah, Oboro & Agbogun, 2022).
The traditional approach to the analysis of risky
projects entails the evaluation of a project in terms of two characteristics
viz: risk and return. It is assumed that
investors are rational, that is they prefer more returns to less returns, and
risk averse (they prefer less risk to more risk). To achieve the goal of wealth maximization
for its shareholders, the firm must aim to maximize its share price. In this case, the financial manager must
learn to assess the two key determinants of price: risk and returns. Each financial decision presents certain risk
and return characteristics, and all major financial decisions must be viewed in
terms of expected risk, expected return and their combined impact on share
price (Isenmila, Eragbhe & Ogiedu, 2010).
The main thrust of this study therefore is to ascertain to what extent
some firm specific characteristics are linked to stock market returns. It is therefore of interest to the researcher
to investigate the impact and importance if any, of firms’ specific
characteristics on stock market returns; using some non-financial firms in
Nigeria as a population of study.
Managers of companies, investors in shares,
researchers would find this study useful in broadening their horizon on the
mechanics of the stock exchange market and as a guide to making informed
decisions on their investment in companies.
1.2
Statement
of the Problem
Up to date there is no consensus as to which single
or combination of variables best explain stock return. This allows for the interested researchers to
find out which research setting in term of countries environment are best
proxies for their situation that determine stock returns. Some characteristics are shown to have a
strong ability in forecasting stock returns.
This is an indication that degree of explanation of variables on stock
market returns depends on the country of stock, period of study and sector of
study. Bhandari (1998) pointed out that the leverage ratio compared to beta
must be strong explaining variation of stock market return. While Azam (2011) stated that previous
studies conflicts EPS and dividends as firm specific variables that affect
stock returns. Fama and French (1992)
show variables of firm characteristics – firm size and B/M ratios pooled together
can take the place of explaining the cross sectional variation in stock
returns.
Some of the available literatures in Nigeria have
some short-comings that are left to be filled. Osisanwo and Atanda (2012)
focused on macroeconomic variables (not firm characteristics) that affect stock
prices as well as stock market returns. The variables they used include:
interest on stock returns levels, money supplied and exchange rate. Uwubamwen and Obayagbona (2012) used total
assets as proxy for firm size, while in the contemporary literature firm size has
low measured in terms of market capitalization of stock (i.e in a study that
involves the determination of returns and or share price). In Okoro and Stephen
(2014), the proxies used are only performance.
Market capitalization and capital structure were not captured in the
model of the study. Further studies drew
sample from all the listed firms on the NSE, the study did not concentrate on
sector and the findings appear too general.
There is a need to consider industry specific common characteristics
attributed to each sector.
Because of the mix opinion in the literature, the
mix of empirical findings, and the limited empirical survey, the relationship
between firm characteristics and stock market returns particularly with
reference to non-financial firms in Nigeria, it is not out of place to conduct
further research on this to ascertain position.
1.3
Objectives
of the Study
The
main objectives of this study was to ascertain the extent firms specific
characteristics can impact or influence stock market returns or gains to the investing
public; using some selected non-financial companies in Nigeria as a case
study. In line with this, the following
specific objectives will guide this study:
1) Assess
the effect of firm size on stock market returns of non financial firms in
Nigeria.
2) Ascertain
whether firm age affects stock market returns of non-financial companies in
Nigeria.
3) Assess
the effect of price earnings ratio on stock market returns of non-financial
companies in Nigeria.
4) Examine
the effect of leverage on stock market returns of non-financial firms in
Nigeria.
5)
Ascertain whether sales growth rate has
influence on stock market returns of non-financial firms in Nigeria.
6)
Determine if productivity growth rate
has influence on stock market returns of non-financial firms in Nigeria.
1.4
Research
Questions
Based
on the research problems the following questions were raised to guide the study
and they are as follows;
1. To what extent does firm size affect
stock market returns of listed non-financial firms
in Nigeria?
2. What effect does firm age have on stock
market returns of listed non-financial firms
in Nigeria?
3. To what extent does price earnings ratio
affect stock market returns of listed non financial
companies in Nigeria?
4. What effect does firm’s financial
leverage have on stock market returns of listed non financial firms in Nigeria?
5. To what extent does sales growth rate affect
stock market returns of listed non financial
companies in Nigeria?
6. What effect does productivity growth
rate have on stock market returns of listed non
financial firms in Nigeria?
1.5
Research
Hypotheses
In
line with the research objectives, six hypotheses which were formulated in the
null forms were tested.
Ho1-
Firm size has no significant effect on stock market returns of non-financial
firms in Nigeria.
Ho2
– Firm age has no significant effect on stock market returns of non-financial
firms in Nigeria.
Ho3
– Price earnings ratio has no significant effect on stock market returns of non-financial
firms in Nigeria.
Ho4 – Financial Leverage has no
significant effect on stock market returns of non-financial firms in Nigeria.
Ho5
– Sales growth rate has no significant effect on stock market returns of
non-financial firms in Nigeria.
Ho6– Productivity growth rate has no significant
effect on stock market returns of non-financial firms in Nigeria.
1.6
Significance
of the Study
The
study will be beneficial to the following:
Stockbrokers: Stockbrokers
who act as speculators of shares to their clients who may rely on their expert
counsel as to which firm(s) possesses the requisite attributes
(characteristics) that are likely to boost investment returns for their
shareholders.
Managers of Companies: Who
would desire to be abreast with the features of the enterprise that are likely to
boost stock market returns for their firms, which would help in maintaining
their market share in the industry.
Investors in shares: Who
desire adequate returns for their investment. This is possible when they watch
out for specific features of firms that are likely to enhance their market
returns potential.
Academia: This study would be useful to researchers,
academicians, students of Management and Business Sciences as a reference
material in their further study/research.
1.7
Scope
of the study
This study is focused on the examination of
relationship between firms’ specific characteristics and stock market returns
of listed non financial firms in Nigeria.
The independent variables adopted are firms’ specific characteristics
that have explanatory variables of firm size, firm age, price-earnings ratio, financial
leverage, sales growth rate and productivity growth rate.
The dependent variable is stock market returns. The study covers a 12
year period of 2011 – 2022. The choice
for this study was based on the need to present an up-to-date report, in line
with our investigation of how firms’ specific characteristics of firm size,
firm age, price-earnings ratio, financial leverage, sales growth rate
and productivity growth rate could
impact and or propelled stock market returns of the investing public.
The study covers listed non financial firms
in Nigeria. Nigeria is a federal republic
comprising 36 states and the Federal Capital Territory, where the capital,
Abuja, is located. Nigeria is a large, densely populated West African country
on the Gulf of Guinea. Its neighbours are Benin, Niger, Chad and Cameroon. Nigeria's
356,669 square miles stretch across several climatic regions: a narrow coastal
belt of mangrove swamps; a somewhat wider section of rolling hills and tropical
rain forests; a still larger dry central plateau, with open woodlands and
savanna; and a strip of semi-desert on the fringes of the Sahel. In general,
the topography of Nigeria consists of plains in the north and south interrupted by
plateaus and hills in the centre of the country. The Sokoto
Plains lie in the northwestern corner of the country, while the Borno Plains in
the northeastern corner extend as far as the Lake Chad basin. Nigeria is a
multi-ethnic and culturally diverse federation. Nigeria is a country located on
the western coast of Africa that has a diverse geography, with climates ranging
from arid to humid equatorial.
1.8
Limitations
of the Study
A
number of obstacles were encountered by the researcher in the course of
conducting the study. They are as
follows:
i.
The study was limited to non-financial
companies in Nigeria. It may be difficult to apply its findings and results to
firms in other sectors of the Nigerian economy.
ii.
The researcher was constrained to focus
only on the measurable attributes of the firms under study. This limitation however, does not affect the
results obtained.
1.9 Operational
definition of terms
i.
Stock market is a contact between buyers
and sellers of shares through the stockbroker in a stock exchange arrangement
e.g the Nigerian Exchange Group.
ii.
Returns are the financial rewards gained
as a result of making an investment. The nature of the return depends on the
form of the investment. In the secondary
market an investor could earn stock market return by buying a stock at lower
price and selling it at a higher price.
iii.
Non-financial firms are incorporated
legal entities that largely produce goods and services for the market. They principally engage in the production of
non-financial goods and services. The
non-financial sector includes retailers, manufacturers, utility businesses,
service providers, caterers, haulage companies, airlines, construction
companies and farms, amongst others.
iv.
A blue chip company is a nationally or
internationally well established company that is financially sound and publicly
traded.
v.
A stock refers to a share in the
ownership of a company. Stock represents
a claim on the company assets and earnings.
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