Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

Embed Size (px)

DESCRIPTION

Financial Crisis and Economic Growth of Pakistan

Citation preview

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    1/56

    1

    Financial Crisis and Economic Growth of Pakistan

    A Time Series Analysis

    Thesis By

    UZAIR AKHTAR

    FA10-BEC-007

    Submitted to the Supervisor Ms. RABIA SABAH,

    COMSATS Institute of Information Technology Abbottabad

    In partial fulfillment of the requirement for the degree of

    BACHELOR OF SCIENCE IN ECONOMIC

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    2/56

    2

    ACKNOWLEDGEMENT

    First of all, I am grateful to The Almighty Allah for giving me strength to

    complete this research.

    I wish to express my sincere thanks to COMATS Institute of

    Information Technology Abbottabad for providing me with all the necessary

    facilities.

    I place on record my sincere gratitude to HOD, DOO and PMeconomics

    program for their consistent courage.

    I also thank Ms. Rabia Sabah Lecturer of Economics Program. I am

    extremely grateful and indebted to her for her expert, sincere and valuable

    guidance and encouragement extended to me.

    I take this opportunity to record my sincere thanks to all the faculty

    members of Economics Program for their help and encouragement. I also thank

    my parents, sister, brothers my uncle and friends for their unceasing

    encouragement and support.

    I also place on record, my sense of gratitude to one and all who, directly or

    indirectly, have lent their helping hand in this research.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    3/56

    3

    DEDICATION

    This thesis is dedicated to my parents for their love, endless support and

    encouragement. I also dedicate my thesis to my beloved sisters brothers my

    uncles, aunts and my friends who have supported me throughout the process. I

    will always appreciate all they have done for me.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    4/56

    4

    TABLE OF CONTENTS

    Page No.

    ACKNOWLEDGEMENTS 02

    LIST OF TABLES 06

    ABSTRACT 07

    1. INTRODUCTION 08

    1.1 Introduction 08

    1.2

    Significance of the study 14

    1.3 Objective of the Study 15

    2. LITERATURE REVIEW 16

    2.1

    Review of Literature 16

    3. DATA AND VARIABLES 29

    3.1 Introduction 29

    3.1.1 Description of Variables 29

    3.1.2 Country 30

    3.1.3 Variables 30

    3.1.4 Defining Variable 30

    3.1.5 Data Source 31

    3.1.6 Sample Size 32

    3.1.7 Theoretical Framework 32

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    5/56

    5

    4. METHADOLOGY 33

    4.1 Intro. 33

    4.2 Method of Estimation 33

    4.2.1 Descriptive Statistics Analysis 33

    4.2.2 Unit Root Test 33-34

    4.2.3 Co-integration Test 35

    4.2.4 Vector Error Correction Model 35

    4.2.5 Granger Casualty Test 36

    5. RESULT AND INTERPRETATION 37

    51. Introduction 37

    5.2 DESCRIPTIVE STATISTICS ANALYSIS 37-38

    5.3 AUGMENTED DICKEY FULLER TEST 39

    5.4 JOHENSION CO-INTEGRATION TEST 40

    5.4.1 UNRESTRICTED CO-INTEGRATED TRACE TEST 40

    5.4.2 UNRESTRICTED CO-INTEGRATED MAXGIGEN TEST 41

    5.5 VECTOR ERROR CORRECTION MODEL 42

    5.5.1 VECM FOR SHORT RUN 42

    5.5.2 LONG RUN ELASTICITIES 43

    5.6 Granger Casualty Test 44-45

    6. CONCLUSION AND POLICY RECOMMENDATION 46

    6.1 Conclusion 46

    6.2 Policy Recommendation 48

    7. REFERENCES 49

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    6/56

    6

    LIST OF TABLES

    Table No. Table Name Page No.

    Table 3.1.1 Description of Variables

    Table 5.2 Descriptive Statistic Analysis

    Table 5.3 Augmented Dickey-Fuller tests

    Table 5.4.1 Determination of Trace test

    Table 5.4.2 Determination of Maximum Eigenvalue test

    Table 5.5.1 Vector Error Correction Model in Short run

    Table 5.5.2 Long run Elasticitys

    Table 5.6 Pair-wise Granger Causality test

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    7/56

    7

    ABSTRACT

    The purpose of this research is to check how major indicators of financial crisis --

    inflation rate, real exchange rate, foreign direct investment and the volume of

    foreign debtinfluences economic growth in Pakistan. This study also highlights

    the stability of the relationship between indicators of financial crisis and economic

    growth. The annual time series data ranging from 1980 to 2012 is used for the

    analysis. Johansen's co-integration test is used to check the long run equilibrium

    relationship between the variables used in the study. The results indicate that there

    is long run stable equilibrium relationship between economic growth and the three

    components of financial crisis in Pakistan. The estimates based on pair-wise

    Granger Causality test show that unidirectional relationship exist between each

    indicator of financial crisis considered and economic growth in study.

    Key words: Economic growth, Co-Integration and Financial crises

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    8/56

    8

    Chapter 1

    INTRODUCTION

    1.1INTRODUCTION

    The word financial crisis is applied generally to a mixture of condition in which few

    financial organizations or assets rapidly lose the big division of their worth. The term financial

    crisis is applied broadly to a variety of situations in which some financial institutions or assets

    suddenly lose a large part of their value. And this situation will lead to economic recession. The

    serious factor of the crises is inflation and foreign debt, FDI and real exchange rate. The ordinary

    features are the facto exchange rate hooked to the dollar and the outcome is overestimation, big

    current account deficits and extreme private sectors foreign borrowing.

    In existing literature there are many characteristics of financial crises in the economy. These can

    be increase in inflation rates, stock market crash, the currency devaluation, increase in the

    amount of foreign debt and decreasing foreign reserves of any economy or slow growth rates.

    Pakistan is facing serious economic issues like inflation, BOP and trade deficits, Poverty,

    unemployment, domestic and foreign investment is very low because of the law and order

    situation caused by the engagement in war on terror so only solution left for Pakistan

    government is to go toward the international financial institutes like IMF or world bank. Now

    Government of Pakistan is receiving loan from IMF which imposed extremely tight terms and

    conditions. A fragile Pakistan economy has been facing both economic and political crisis which

    predate the global financial crisis. The direct impact of the global financial crisis on developing

    countries including Pakistan.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    9/56

    9

    The responsible factors of financial crises can be exchange rate, foreign direct investment,

    inflation rate and increase in the amount of foreign debt. The rate of inflation is also a main

    factor in financial crises. The inflation has negative relationship between inflation rate and

    banking sector development and stock market activities. As inflation increases in an economy it

    will decrease the lending capacity of bank because interest rate increases and borrower are

    reluctant to get money from bank and also with the increase in inflation the stock market activity

    also diminishes just because of the reason people are not interested in securities due to increased

    market prices of stocks and securities in the market. It is found that there is strong negative

    relationship between inflation and financial crisis in Pakistan.

    The role of foreign debt in todays financial crises is different from historical perspectives, in

    past the fiscal and monetary policies were main factors contributing towards financial crises.

    Banking trouble, todays currency crises and debt crises are interrelated phenomenon and are

    responsible for recent crises.

    Foreign Direct Investment (FDI) as a growth-enhancing component has received great

    attention of developed countries in general and less developed countries in particular in recent

    decades. However, in open economy investment is financed both through domestic savings and

    foreign capital flows, including FDI. The investments in form of FDI enable investment-

    receiving (host) countries to achieve investment levels beyond their capacity to save. Most

    developing countries now consider foreign direct investment as an important source of

    development. However, many empirical studies have shown significant role of foreign direct

    investment in economic growth of host developing countries, through its contribution in human

    resources development, technological transfer, capital formation and international trade.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    10/56

    10

    The size of foreign direct investment inflows in Pakistan was not significant until 1991 due to

    the regularity policy framework. However, under the new policy regime, it was expected to

    assume a larger role in catalyzing Pakistan economic development. It is observed that there has

    been a steady build up in foreign direct investment inflows in post-liberalization period. Actual

    inflows have increased from $41 million in period (1970-74) to $5009 million in (199099).

    However, the pace of foreign direct investment inflows to Pakistan has remained slower as

    compared with other developing countries in Asia.

    Inflation at very high levels is harmful for the economy. There is a wide spread

    recognition that inflation results in inefficient resource allocation and hence reduces potential

    economic growth. Inflation imposes high cost on economies and societies, disproportionately

    hurts the poor and fixed income groups create uncertainty throughout the economy and

    undermines macroeconomic stability (Economic Survey of Pakistan, 2006- 07). On the other

    hand growth increases per capita income and helps in reducing poverty by providing job

    opportunities to unemployed labor force and indirectly results in country s output.

    The relationship of inflation and economic growth is influenced by either very high inflation or

    very low inflation (Dornbusch-1993, Dornbusch and Revnoso-1989, and Levine and Zervos-

    1993). Government ever tries to keep the prices of essential commodities under purchasing

    power even of the rural poor. Several measures are implemented in this context. These measures

    include liberal import of specifically food and other commodities of necessities including zero

    rating of the imports of these commodities. Moreover the public sector tries to reduce the non-

    availability problem of the essential commodities of low and fixed income groups by augmented

    supplies of these commodities through outlets at utility stores.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    11/56

    11

    Exchange rate is the price of one currency in relation to another. In a slightly

    different perspective, it expresses the national currencys quotation in respect to foreign ones.

    Thus, exchange rate is a conversion factor, a multiplier or a ratio, depending on the direction of

    conversion. It is believed that if exchange rates can freely move, it may turn out to be the fastest

    moving price in the economy, bringing together all the foreign goods with it.

    Pakistan adopted floating exchange rate system. By currency devaluation, the foreign goods

    become expensive; therefore, people switch from the consumption of foreign goods to the

    domestic goods. Similarly, the local goods will become cheaper for the foreigners and the export

    will rise. Pakistan nominal exchange rate is increasing day by day this clearly indicates that more

    Pakistani currency is required to buy one dollar. Hence Pakistani rupee experiences deprecation

    against dollar. Moreover, Pakistani currency faces devaluation and depreciation over different

    periods of time depending upon official and unofficial increase in the exchange rate. Economic

    growth results in the currency appreciation and improves the living standard while failure the

    economic growth leads to the depreciation of the currency. Official exchange rate of PKR

    declined from PKR 10/$ in 1980 to PKR 90/$ in 2011. The exchange rate regime in Pakistan can

    be seen from the table 1 clearly.

    Accumulation in debt stock has been the prime problem faced by both developing and developed

    countries. Developing countries face this problem more often as they need to borrow to facilitate

    their development process and accelerate the pace of growth. However, the borrowed funds

    required to be allocated properly for the productive expenditures and in accordance to their

    repayment ability. Though debt is useful for the growth of the economy however dependence on

    debt must be closely monitored and proper strategy should be adopted for enhancing the

    repayment capability of the country. High and unsustainable levels of debt have serious

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    12/56

    12

    repercussions for the economy in terms of heavy debt servicing and decreased developmental

    expenditures, essential to carry on the growth process. Besides, availability of lesser funds for

    investing in the economy and increase in taxes for repayment, hampers growth as it limits the

    productive investment, resulting in shrinking of the debt repayment capacity of the economy. It

    creates crowding out effect as well as has negative impact on the foreign and domestic

    investment and development plans of the government.

    Pakistans debt dynamics has undergone substantial changes since FY2007. Higher

    fiscal deficit led to accumulation of huge debt both in absolute and relative terms. Due to non-

    availability of sufficient funds from the external sources, the financing focus shifted towards

    domestic sources that led to shortening of maturity profile of public debt. A confluence of

    unfavourable factors including lower GDP growth, devastating floods, severe energy shortages,

    hemorrhaging PSEs, high inflation, weak security situation and global economic recession

    resulted in higher fiscal deficits in the recent past. Effects of external debt accumulation on

    investment and economic growth of the country are always remaining questionable for

    policymakers and academicians alike. There is no consensus on the role of external debt on

    growth. It has both positive and negative aspect, different experts are in view that external debt

    will have favorable effect on economic growth because external debt will increase capital inflow

    and when used for growth related expenditures can accelerates the pace of economic growth. It

    will not only provide foreign capital for industrial development but will also give managerial

    know how, technology, technical expertise as well as access to foreign markets for the

    mobilization of a nations human and material resources for economic growth.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    13/56

    13

    Far away from the U.S. and Europe, Pakistan has been suffering from high fiscal

    and current account deficits, rapid inflation, low reserves, a weak currency and a declining

    economy that have put the country in a very difficult situation. There have also been worries

    about issues surrounding political instability and poor law and order situation. These factors

    created a perilous environment for economic growth. Furthermore, a weak institutional base and

    the inability of successive governments to undertake long-term and broad-based reforms and

    policies have made sustained economic growth difficult. Therefore, Pakistans economy was

    already in a dire situation well before the current financial crisis hit the developed countries.

    It is believed that in the short run Pakistan can survive the current global crisis as its financial

    sector is weak in nature and is not strongly embedded to the global financial sector. But, in the

    long run, the country will have to bear the impact of the crisis on a number of counts such as

    falling of foreign direct investment, development aid, remittances and exports. Moreover, the

    twin deficit, budgetary and trade, phenomenon, the plunge in stock markets, energy shortages

    and rising food inflation were least linked with the global financial crisis. 3 According to the

    World BanksGlobal Economic Prospects 2009, political instability and poor law and order

    situation have taken a toll on Pakistans economy, while the global financial crisis added

    substantial downward pressures on its financial markets. Pakistan and the IMF agreed to lower

    the target for the gross domestic growth this fiscal year to 2.5 per cent from 3.5 per cent4. But,

    many analysts have said that even achieving this target would be very ambitious. While the

    national conference on the Impact of Global Financial Crisis in Pakistan concluded that the

    country could not avert the current global financial crisis, it could exercise restraint and prudence

    in facing the difficult times ahead.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    14/56

    14

    1.2 Significance of the study:

    The purpose of this research is to investigate relationship between economic

    growth and major indicators of financial crisis -- inflation rate, real exchange rate, foreign direct

    investment and the volume of foreign debt-- in Pakistan. The findings of this study may provide

    guidance for the achievement of target of sustained economic growth through controlling the

    inflation rates, exchange rate, foreign direct investment, and increase in the amount of foreign

    debt.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    15/56

    15

    1.3 OBJECTIVES OF THE STUDY

    To find out how Financial Crisis affect economic growth of Pakistan.

    So the sub objectives of this study are as below;

    1. To find the short run and long run relationship between gross domestic product and

    inflation rate, foreign debt, real exchange rate and foreign direct investment in Pakistan

    during the period of 1980-2012.

    2. To find the casual relationship between foreign debt, inflation rate, FDI, and gross

    domestic product (GDP).

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    16/56

    16

    Chapter 2

    LITERATURE REVIEW

    2.1 LITERATURE REVIEW

    The responsible factors of financial crises can be real exchange rate, foreign direct investment,

    inflation rate and increase in the amount of foreign debt.

    Haung et al. (2003) by applying the unit root test and dickey fuller test discussed in his

    paper both the beginning of the financial crisis in 1998 and the striking economic recovery

    afterwards in Russia and other Former Soviet Union (FSU) economies. Before the crisis banks

    do not lend to the real sector of the economy and firms use non-bank finance, including trade

    credits and barter trade, to finance production.

    Kwack (2000) by using the Johansen's co-integration test illustrated it as a quick

    exchange rate depreciation or sharp fall in international reserves. He used the annual time series

    data ranging from 1972 to 2010 is used for the analysis. According to Kwach a rise in foreign

    debt must increase interest payment on external debt and non-performing loans and on the other

    hand a huge current account surplus will decline the number of non- performing loans.

    Kwack (2000) also find that inflation has negative relationship growth rate. He found

    these negative relationship by applying the augmented dickey fuller (ARDL) test of unit root,

    Johansens co-integration test and Granger-causality tests, by using the time series data from

    1972-2010. As inflation increases in an economy it will decrease the lending capacity. It is found

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    17/56

    17

    that there is strong negative relationship between inflation and financial intermediary

    development.

    Firdausy (2002) by applying the Dickey Fuller Test talk about the Indonesian financial

    predicament which turn into a great economic crisis, transformed the country from one of the

    worldsfastest growing economies into one of its slowest growing economies. It also shows that

    the data given from the variables is non stationary. The economic crisis had a critically effects

    the Indonesian economic system, extensively the rise in unemployment.

    As Krznar and Kunovac (2010) reported that changes in external factors like change in

    world prices produced significant spillover effects on producer and consumer price indices in

    domestic economy of Pakistan. The role of external shocks in determining inflation and other

    macroeconomic variables in small open economies like Pakistan is very frequently addressed

    question in recent empirical research.

    Exchange rate crises can trigger or amplify a financial crisis if financial institutions

    have liabilities in foreign currency (Diaz-Alejandro 1984; Calvo and Talvi 2008). However, not

    all exchange rate crises turn into financial crisis. For instance, while the collapse of the European

    Exchange Rate Mechanism in the early 90s was something policy makers at the time did not

    desire, in most cases there was no spill over to the broader financial system. In this respect,

    Kaminsky and Reinhart (2000) propose that it is useful to focus on episodes in which an

    exchange rate and a financial crisis take place simultaneously. The combination of criteria filters

    out episodes such as the ERM crisis as well as episodes in which financial crises did not have

    any real effect.

    Jaffri (2010) investigated the impact of real exchange rate misalignment on CPI

    inflation in Pakistan by using monthly data from 1993-7 to 2010-3. In his study he apply the

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    18/56

    18

    ARDL approach for estimating the long-run and short-run relationship among the variables. The

    study found that foreign inflation significantly affects inflation in Pakistan. Misalignment was

    found insignificant for the overall period, however, under managed exchange rate regime

    overvaluation reduces inflation significantly in contrast to flexible exchange rate regime in

    Pakistan.

    King and Levine (1993) and Rajan and Zingales (1999) provide empirical evidence by

    applying the Ordinary least square method and used the time series data from 1972-2007. And

    his findings indicates that countries with highly developed financial markets grow faster and that

    financial development is particularly helpful in enhancing the growth of industries that, for

    technological reasons, rely heavily on external funds to enable their investment. In short,

    financial markets are important to the well-being of the real economy, especially businesses and

    enterprises.

    Nanto (2009) the study uses quarterly time series data between 2007 and 2009 which

    were tested and found to be stationary as well as co-integrated. Ordinary Least Square regression

    was used in the analysis and it was found that there is a negative relationship between gross

    domestic product and stock market during this crisis period. Study also observes that financial

    crises of some kind have occurred sporadically virtually every decade and in various locations

    around the world. Financial crises have occurred in countries ranging from Sweden to Pakistan,

    from Russia to Korea, from the United Kingdom to Indonesia, and from Japan to the United

    States.

    Fischer (1993) used both cross-section and panel data that included both industrialized

    and developing economies to present a seminal contribution to the literature in exploring the

    possibility of a non-linear relationship between inflation and economic growth in the long-run. In

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    19/56

    19

    his study, he found that the existence of significant negative association between inflation and

    economic growth. He also observed that inverse relationship dampens inflation rates after 40% in

    addition to establishing the existence of non-linearitysin the inflation-growth nexus.

    Quartey, (2010) using the Johansen co-integration methodology, investigated whether

    the revenue maximizing rate of inflation is growth maximizing in Ghana. He found that there is a

    negative impact of inflation on growth. Furthermore, the study found a revenue maximizing rate

    of inflation at 9.14 percent over the period 1970-2006 using the Laffer curve. He further

    established that the rate of inflation that is growth maximizing is not a single digit one.

    Fountas et al (2000) examined the relationship between inflation and inflation

    uncertainty using a GARCH model that allows for simultaneous feedback between the

    conditional mean and variance of inflation. They also derive a number of theoretical econometric

    results and illustrate the relevance of these results with an empirical example of the US monthly

    inflation process. The results show that there is strong evidence in favor of a positive bi-

    directional relationship between inflation and inflation uncertainty in agreement with the

    predictions of economic theory expressed by the Kukierman-Meltzer theory and the Friedman-

    Ball view.

    Agarwal (2000) in his research analyzed the impact of foreign direct investment inflows on GDP

    growth. The study had time series cross section analysis of panel data from five South Asian

    countries which included India, Pakistan, Bangladesh, Sri Lanka and Nepal. The results indicated

    that foreign direct investments in these countries are linked with national investors and existence

    of complementarity between the two was also confirmed. The results also indicated negative

    impact of foreign direct investment inflows on GDP growth rate before 1980 then the study

    indicated positive impact after 1980. The study suggested, since foreign direct investment

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    20/56

    20

    contributed more to GDP growth then foreign borrowing in South Asia so foreign direct

    investment should be preferred over foreign borrowing.

    Bonato (2007) in his paper titled, Money and Inflation in the Islamic Republic of

    Iran, encountered in adhering to the monetary targets as the main reason for the persistence of

    double digits inflation in Iran. This conclusion is supported by the finding of a long run

    relationship between the price level, money, output, the rate of return on money and the

    exchange rate. The paper also presents estimates of Parsimonious Error Correction model of

    inflation, which explains the short- run inflation dynamic in terms of deviations from the long

    run price level, current and lagged money growth, current output growth and exchange rate

    depreciation and changes in the rate of return on deposits. According to the model, the decline in

    inflation experienced up till the first quarter of 20062007 is mostly due to a slowdown in M1

    growth in previous quarters and likely to be reversed once the current acceleration in money

    growth feeds through to inflation. Moreover the results suggest that controlling money growth is

    a key to the success of the disinflation effort in Iran.

    Khan and Senhadji (2001) examine threshold effects of inflation on growth separately for

    industrial and developing countries. The data set covers 140 countries from both groups and non-

    linear least squares (NLLS) and conditional least squares methods are used. The empirical results

    verify the existence of a threshold beyond which inflation exerts a negative effect on growth.

    Significant thresholds at 1-3 percent and 11-12 percent inflation levels for industrialized and

    developing countries have been found. The view of low inflation for sustainable growth is

    strongly supported by this study.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    21/56

    21

    Ghosh and Phillips (1998), using large panel dataset, covering IMF member countries over 1960

    to 1996, found that at very low inflation rates (less than 2-3 per cent) inflation and growth are

    positively correlated. However, they are negatively correlated at high level of inflation.

    Similarly, the empirical results of Nell (2000) suggest that inflation within the single-digit zone

    may be beneficial, while inflation in the double-digit zone appears to impose slower growth.

    Bruno and Easterly (1996) find no evidence of any relationship between inflation

    and growth at annual inflation rates of less than 40 percent. They find a negative, shorter to

    medium term relationship between high inflation (more than 40 percent) and growth by applying

    the Granger Causality analysis. Furthermore, the results shows that there was no lasting damage

    to growth from discrete high inflation crises, as countries tend to recover back toward their pre-

    crisis growth rates.

    Mallik and Chowdhury (2001) conducted cointegration analysis of inflation on

    economic growth for four South Asian countries (Bangladesh, India, Pakistan, and Sri Lanka)

    and report two interesting points. First, inflation and economic growth are positively related.

    Second, the sensitivity of inflation to changes in growth rates is larger than that of growth to

    changes in inflation rates.

    Najid Ahmad (2012) who investigates the relation between GDP and foreign direct

    investment in the country by using time series data for the period of 1971-2011 by applying the

    Ordinary Least Squares Method(OLS). He uses ordinary least squares method for his study. He

    finds positive and significant relation between them. He views that foreign investors are the

    major source of the prosperity of Pakistan. He suggests that investment is necessary for the

    economic growth of Pakistan.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    22/56

    22

    Zahoor Hussain (2009) investigate in his studies that there are controversial views of the

    economists about the relation between exchange rate and economic growth. Exchange rate

    means how much unit of other currency you are getting with one unit of your national currency

    while exchange rate volatility shows how demand and supply of one nations currency settled

    exchange rate. There exists positive relation between exchange rate volatility and economic

    growth in the long run.

    Najid Ahmad (2012) finds the relation between inflation and gross domestic product of

    Pakistan. He uses time series data for the period of 1971-2011. He finds positive relation of

    inflation with GDP of Pakistan. Inflation encourages productivity as well as the output level. But

    inflation must be moderate otherwise results can be worse. Some are in a view that there is a

    positive and significant relation and some think that there is an inverse relation between inflation

    and economic growth.

    Shazad Hussain (2011), Nasir Iqbal (2009), Naseer (2012) and Mubarik (2005) find

    positive relation between inflation and economic growth in their studies. He used the unit root

    test method in his research. Some economists find negative and significant relation between

    inflation and economic growth like Bruno and Easterly (1998), Huybens (1999), Quartey (2010),

    Atish Gosh (1998) and Barro (1995). Here is Farhan Ahmad (2012) who did not find any relation

    between inflation and economic growth.

    Thus, Bruno and Easterly (1998) by applying the autoregressive analysis examined that

    empirically investigated relationship among inflation rate, exchange and GDP in case of

    Pakistan. The relationship of inflation with GDP was found significant and verifies the results.

    They also analyzed and concluded that economic growth of any country decreases gravely

    during high inflation and then get better immediately when there is decrease in inflation.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    23/56

    23

    Inflation does not only matter to individuals but it creates difficulties and problems in the whole

    sector of the economy of a country.

    Similarly Bruno and Easterly (1995) by applying the Multivariate regression test

    examine the determinants of economic growth using annual CPI inflation of 26 countries which

    experienced inflation crises during the period between 1961 and 1992. In their empirical

    analysis, inflation rate of 40 percent and over is considered as the threshold level for an inflation

    crisis. They find inconsistent or somewhat inconclusive relationship between inflation and

    economic growth below this threshold level when countries with high inflation crises are

    excluded from the sample. In addition, the empirical analysis suggests that there exists a

    temporal negative relationship between inflation and economic growth beyond this threshold

    level.

    Mubarik (2005) estimates the threshold level of inflation for Pakistan using an annual data set

    from the period between 1973 and 2000. He employed the Granger Causality test as an

    application of the threshold model and finally, the relevant sensitivity analysis of the model. His

    estimation of the threshold model suggests that an inflation rate beyond 9-percent is detrimental

    for the economic growth of Pakistan. This in turn, suggests that inflation rate below the

    estimated level of 9-percent is favorable for the economic growth. Moreover, the sensitivity

    analysis performed for the robustness of the threshold model also confirms the same level of

    threshold inflation rate.

    Joshua and Delano (1990) by using the span series data from 1975 to 1985. To test the long-term

    nexus among level of income, interest rate and investment mainly Johansen Co-integration test is

    employed. He conducted a study on determinants of private investment in Less Developing

    Countries (LDCs) on 23 less developing countries for the span 1975 to 1985. They confirm the

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    24/56

    24

    result that the real interest rate is inversely related to investment. And his outcomes confirm

    economic theory and a number of other studies that investment has significantly inverse

    association with real interest rate in Pakistan.

    Khan et al. (2009) checked the determinants of inflation in Pakistan by using data from 1972-73

    to 2005-06 by applying Ordinary Least Square (OLS). The study incorporates all important

    demand side and supply side policy variables while modeling inflation dynamics. Their

    quantitative analysis reveals that the most significant factor in explaining inflation in 2005-06

    were inflation expectations, private sector credit and rising import prices, whereas fiscal policys

    contribution to inflation was very low. Adaptive expectations become very dominant at that time

    when people started expecting higher prices in future as the land prices, house rents and food

    prices rise.

    Faria and Carneiro (2001) investigate the relationship between inflation and economic growth in

    the context of Brazil which has been experiencing persistent high inflation until recently.

    Analyzing a bivariate time series model (i.e., vector auto regression) with annual data for the

    period between 1980 and 1995, they find that although there exists a negative relationship

    between inflation and economic growth in the short-run, inflation does not affect economic

    growth in the long-run. Their empirical results also support the super neutrality concept of

    money in the long run. This in turn provides empirical evidence against the view that inflation

    affects economic growth in the long run.

    Jaffri (2010) by applying the ARDL test investigated the impact of real exchange rate

    misalignment on CPI inflation in Pakistan by using monthly data from 1993-7 to 2010-3. The

    results found that foreign inflation significantly affects inflation in Pakistan. Misalignment was

    found insignificant for the overall period, however, under managed exchange rate regime

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    25/56

    25

    overvaluation reduces inflation significantly in contrast to flexible exchange rate regime in

    Pakistan.

    Bashir et al. (2011) investigated the determinants of inflation in Pakistan using Johansens co -

    integration approach for the data period 1972-2010. The study investigated the demand side and

    supply side determinants of inflation and causal relationship among some macroeconomic

    variables in Pakistan. Study found that money supply, gross domestic product, imports and

    government expenditures are positively affecting consumer price index.

    Shabbir and Mahmood (1992) find that although foreign investment has a positive relationship

    with the growth rate of GNP in Pakistan, but it has eroded the domestic saving rate. In a more

    recent study for Pakistan, Khan (1997) finds that the inflow of capital in the form of aid and

    loans has an adverse effect on the growth performance because it introduces inefficiency and

    leakage in the use of resources and retards domestic saving efforts.

    Campa and Goldberg (1993) found a negative impact of exchange rate volatility growth rate by

    applying the unit root test and co-integration test. Whereas Aizenman (1992) finds positive

    relationship. While Campa and Goldberg (1995) find almost no impact by applying Granger

    Causality test (1969) to see the cause and effect relationship between variables, (how much of

    the current value of a dependent variable can be explained by past values of that variable and

    testing whether adding lagged values of independent can improve the explanation). Results

    suggest a direct link between exchange rate volatility and economic performance in the presence

    of open economies. In such state of affairs the aim of the study is to find out the nature of this

    relationship, i.e. positive or negative or even insignificant.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    26/56

    26

    Krguman (1988), defined the debt overhang as a situation in which the expected

    repayment on foreign debt falls short of the contractual value of the debt. Likewise, Borensztein

    (1990), defined the debt overhang as a situation in which the debtor country benefits very little

    from the return to any additional investment because of the debt service obligations.

    Safia and Shabbir (2009) investigated the impact of external debt on economic growth in 24

    developing countries from 1976 to 2003.The study applied random effect and fixed effect

    estimation by using the ordinary least square regression method. The results showed that debt

    servicing to GDP negatively affect the economic growth and may leave less funds available to

    finance private investment in these countries leading to a crowding out effect.

    W.A Adesola (2009) examined the effect of external debt service payments on the economic

    growth in Nigeria by using ordinary least square multiple regression method for his analysis. It

    was found out that debt service payments have negative impact on economic growth.

    Cholifihani (2008), analyzed the short run and long run relationship between external debt and

    income in Indonesia from 1980 to 2005 using the unit root test method. The findings showed that

    GDP, DSR, capital stock, labour force and human capital inputs have a long run equilibrium

    relationship. External debt servicing showed a significant negative relationship with GDP, which

    indicated that debt overhang phenomenon, has occurred in Indonesia in the long run. While

    labour force and human capital was main supporting variables of GDP in the long run; however

    capital stock is significant variable in boosting economic growth.

    Hasan and Butt (2008) explored the association between external debt and economic

    growth in Pakistan for the period of 1975-2005 using Auto Regressive Distributed Lag (ARDL)

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    27/56

    27

    approach to co-integration. Results indicated that labor force and trade both in the long run and

    the short run mainly determined economic growth in Pakistan. Total debt was not to be an

    important determinant of economic growth either in the short-run or the long run mainly due to

    inefficient use of external debt.

    Boopen et al (2007), investigated the relationship between external public debt and the economic

    performance for state of Mauritius over the period 1960-2004. The results suggested that external

    debt have been negatively associated with the output level of the economy in both short and long

    run. Bi-Causality between public debt and economic development was also reported. Moreover,

    there were also evidences that public debt have negative impact on both private and public

    capital stock of the country thus confirming the debt overhang and crowding out hypotheses.

    Cunningham (1993) studied for the period 1971 to 87 for the growth and debt burden in sixteen

    heavily indebted developing nations. Interestingly he found a dichotomy between two segments

    of his considering time period. A strong negative relationship between growth and debt burden

    was found during the 71-79 periods but no significance in 80-87 periods. Though same

    methodology was used for both the periods, the divergent result indicates the importance of the

    state of economy.

    Arshad Hasan and Safdar Butt (2008), using ARDL (autoregressive distributive lag) model for

    period 1975 to 2005 found that external debt has no effect in the long and short run. The study

    probed that Labor force and trade are important determinant of growth but not the debt. It is

    concluded that the debt has not been productively and efficiently used which is a cause of slow

    economic growth in Pakistan. Debt would be a growth promoting factor if it`s potential

    utilization is ensured.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    28/56

    28

    Ramesh Chandra Paudel and Nelson Perera (2009) studied the co-integrated relation of

    real GDP growth and foreign debt for the period 1955 to 2006 from the evidence of Sri Lanka.

    The result of the study reveals that all the variables positively affect the real GDP growth. If debt

    is optimally used to achieve the potential returns of the resources, it may expedite economic

    growth. To mobilize resources of Bangladesh, debt can play a pivotal role as it has a large share

    in GDP. In the line of these studies, an econometric study is completed to investigate the real

    cases for Bangladesh.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    29/56

    29

    Chapter 3

    DATA AND THEORETICAL MODEL

    3.1 Introduction

    This chapter describes about the data and theoretical model used in this study. Data description

    is containing information about selected country, variables, sources and sample size of data.

    Along with data description, this chapter briefly describes the design of study that is explained in

    theoretical model.

    3.1.1 Data Description:

    Seri al No. Var iables Data Source

    01 Gross Domestic Product (GDP) World Bank

    02 FDI The Global Economy

    03

    04

    05

    Inflation Rate

    Real Exchange Rate (ER)

    Foreign Debt

    World Bank

    World Bank

    The Global Economy

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    30/56

    30

    3.1.2 Country:

    To examine the financial crisis, the country selected for this purpose is Pakistan. Pakistan is

    selected because it is one of the important countries having trade links with many developed and

    developing countries so the impact of financial crisis effect is analyzed.

    3.1.3 Variables:

    The variables used in this model are financial crisis indicator, foreign debt, foreign direct

    investment, inflation rate, real exchange rate,and real GDP. These variables are defined as given

    below.

    3.1.4 Defining Variables

    Real Gross Domestic Product (RGDP) is themarket value of all officially recognized final

    goods and services produced within a country in a year, or other given period of time. GDPper

    capita is often considered an indicator of a country'sstandard of living.The GDP is especially

    useful when comparing one country to another because it shows the relative performance of the

    countries.

    The Real Exchange Rate is the purchasing power of a currency relative to another at current

    exchange rates and prices. The real exchange rate is the nominal exchange rate times the relative

    prices of a market basket of goods in the two countries.

    The weighted average of a country's currency relative to an index or basket of other major

    currencies adjusted for the effects of inflation. Real exchange rates are thus calculated as a

    nominal exchange rate adjusted for the different rates of inflation between the two currencies.

    http://en.wikipedia.org/wiki/Market_valuehttp://en.wikipedia.org/wiki/Per_capitahttp://en.wikipedia.org/wiki/Per_capitahttp://en.wikipedia.org/wiki/Standard_of_livinghttp://en.wikipedia.org/wiki/Standard_of_livinghttp://en.wikipedia.org/wiki/Per_capitahttp://en.wikipedia.org/wiki/Per_capitahttp://en.wikipedia.org/wiki/Market_value
  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    31/56

    31

    Inflation Rate is the rate at which the general level of prices for goods and services is rising,

    and, subsequently, purchasing power is falling. Central banks attempt to stop severe inflation,

    along with severe deflation, in an attempt to keep the excessive growth of prices to a minimum.

    Inflation is a sustained increase in the general price level of goods and services in an economy

    over a period of time.

    Foreign Direct Investment (FDI) are the net inflows of investment to acquire a lasting

    management interest in an enterprise operating in an economy other than that of the investor. It is

    the sum of equity capital, reinvestment of earnings, other long-term capital, and short-term

    capital shown in the balance of payments.

    Foreign Debt is an outstanding loan that one country owes to another country or institutions

    within that country. Foreign debt also includes due payments to international organizations such

    as the International Monetary Fund (IMF). Foreign Debt is an amount a country owes to other

    countries, either directly as result of government-to-government loans or indirectly because of a

    negative balance of trade.

    3.1.5 Data source:

    Time series data was used of all variables. All the data was obtained from.

    World Development Indicators (WDI)

    The Global Economy

    State Bank of Pakistan (SBP)

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    32/56

    32

    3.1.6 Sample size:

    To estimate financial crisis on Pakistans economy, data over annual frequencies from 1980-

    2012 was used on various variables that was obtained from above mentioned sources. Data was

    smoothed out through natural log.

    3.1.7 Theoretical framework

    To understand the relationship between independent and dependent variables we form a

    framework. The frame work is given below, that clears idea about model of this research study.

    The Gross domestic product is our dependent variable while the foreign debt, real exchange rate,

    inflation rate and foreign direct investment is independent variables.

    Real GDP Real Exchange Rate

    Inflation Rate

    FDI

    Foreign Debt

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    33/56

    33

    Chapter 4

    METHODOLOGY

    4.1 Introduction

    This chapter defines the methodology being followed by this study. The methodology

    contains tests which are essential for getting empirical results. This chapter is consisting of

    Descriptive Statistics, Unit Root Test, Co-integration and Causality test.

    4.2 Methods of Estimation:

    4.2.1 Descriptive statistics

    In order to get basic information about variables we apply descriptive statistics. Basic

    information is known by mean, median, standard deviation, skewness, and kurtosis, which is

    present in descriptive statistics.

    4.2.2 Unit Root Tests:

    The time series data frequently shows the property of non-stationarity in levels and the

    resulted estimates usually give spurious results (Granger, 1981). Hence, the initial step in any

    time series empirical analysis is to check the presence of unit roots to remove the problem of

    inaccurate estimates. The next important step taken was to check the order of integration of each

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    34/56

    34

    variable in a data series in the model to establish whether the data under hand suffers unit root

    and how many times it is needed to be differenced to gain stationarity (Yousaf et al 2008).

    The ADF equation are defined mathematically as follows, given an observed time series Y1,

    Y2, ......, YN Dickey and Fuller consider three differential-form auto regressive equations to

    detect the presence of a unit root: equation (1) is consist of only constant ADF analysis, equation

    (2) is consist of trend analysis and equation (3) is consist of trend and intercept analysis.

    Yt= Yt-1 + (jYt-j) + t (1)

    Yt= + Yt-1+ (jYt-j) + t (2)

    Yt= + t + Yt-1+ (jYt-j) + t (3)

    Where,

    t is the time index,

    is an intercept constant called a drift,

    is the coefficient on a time trend,

    is the coefficient presenting process root, i.e. the focus of testing,

    p is the lag order of the first-differences auto regressive process,

    etis an independent identically distributes residual term.

    The difference between the three equations concerns the presence of the deterministic

    elements (a drift term) and t(a linear time trend).

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    35/56

    35

    The focus of testing is whether the coefficient equals to zero, which means that the

    original process has a unit root; hence, the null hypothesis of = 0(random walk

    process) is tested against the alternative hypothesis < 0of stationarity. More detailed, the null

    and alternative hypotheses corresponding to the models above are:

    4.2.3 Co-integration Test: The Johansen-Juselius (JJ) Method

    Johansen (1988, 1991, 1992) and Johansen-Juselius (1990, 1992) proposed a technique that helps

    in finding more than one co integration vectors if we have variables number more than two. Such

    technique is used because sometimes variables might form several equilibrium relationships in

    the model. So Johansen approach is used for multiple equations.

    4.2.4 Vector Error Correction Model:

    If the time series are I(1), then one could run regressions in their first differences. But, by taking

    first differences, we lose the long run relationship that is store in the data. This implies that one

    needs to use variables in levels as well. Advantage of the Vector Error Correction Model

    (VECM) incorporates variables both in their levels and first difference. By doing this, VECM

    captures the short-run disequilibrium situations as well as the long-run equilibrium adjustments

    between variables. VECM term having negative sign and value between 0 to 1 shows

    convergence of model towards long-run equilibrium and shows how much percentage

    adjustment takes place every year.

    D(RGDP) = o+ 1D(FDI)t+ 2D(FD)t+ 3D(EXR)t+ 4D(INFL)t+ ..(1)

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    36/56

    36

    Where D stands for the first difference, is the error correction term / adjustments coefficient.

    The coefficients 1to 4shows, short-run elasticities of the independent variables on Real GDP.

    4.2.5 Granger Causality test:

    The standard Pairwise Granger causality test observes the casual relationships among

    more than two variables. It examines that whether current changes in variable y can be explained

    by past changes in other variables like u, v, and w along with the explanations provided by past

    changes in y itself. The variables are interchanged to see the causality in other directions. There

    are possible few relationship types,

    Unidirectional causality: independent variables cause the dependent variable.

    Bidirectional causality: different variables causing in two directions.

    Independence: neither variable causes each other.

    Granger causality indicates causality in the prediction rather than in a structural sense. It

    begins with an assumption that the future cannot cause the past

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    37/56

    37

    Chapter 5

    RESULTS AND INTERPRETATION

    5.1 Introduction

    Descriptive statistics is used to know basic information of selected variables consisting of mean,

    standard deviations, skewness and kurtosis. Augmented Dickey Fuller has been used to check the

    stationarity of the data while co-integration has been included to determine long run relationship

    between variables. If long run relationship is proved among variables of model then we check

    causality test to know causal relationships of all variables. Following are the results of above

    mentioned tests..

    5.2 Descriptive Statistics:

    We apply descriptive statistics to determine basic information. Table 5.1 shows the results of

    descriptive statistics.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    38/56

    38

    Table 5.2: Descriptive statistics analysis

    Variable Mean Median St. deviation Skewness Kurtosis

    RGDP 0.635388 0.685436 0.239089 -0.81564 3.017659

    INFL 0.936891 0.939343 0.22672 -0.157267 2.935428

    FDI 8.643949 8.624308 0.584034 0.074989 2.407828

    FD 0.430986 0.424244 0.029031 0.766636 2.357336

    EXR 2.103420 2.064592 0.121896 1.069633 2.731781

    Source: E-views 6

    The results of descriptive analysis of above variables are satisfactory. As RGDP has mean

    0.635388 and standard deviation of 0.239089. INFL has mean 0.936891 and standard deviation of

    0.22672. FDI has mean 8.643949 and standard deviation of 0.584034. FD has mean 0.430986

    and standard deviation of 0.029031. EXR has mean 2.103420 and standard deviation of

    0.121896. RGDP and INFL are negatively skewed but FDI, FD, EXT are positively skewed. The

    values of kurtosis show that data is reliable. Similarly, the normality test used in this table

    supports normal distribution of all variables.

    5.3 Testing Unit Root

    All the data series were tested for statianarity to avoid the possibility of drawing conclusion

    based on the spurious relationship. The Augmented Dickey Fuller unit root test is used, and

    results of the test are below in table 5.3.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    39/56

    39

    5.3. Unit Root Tests Results:

    We apply Augmented Dickey fuller test to determine the stationarity of the variables. Table 5.2

    shows the results of ADF tests.

    Table 5.3 Augmented Dickey Fuller (ADF) Test

    Variable Name 1st

    DIFFERECE

    Intercept and

    TrendT value/p value Stationary at

    GDP Intercept

    -7.635293

    (0.0000) I(1)

    Exchange RateIntercept +Trend -4.964048

    (0.0003)I(1)

    Foreign Debt Intercept-5.252561

    (0.0002)I(1)

    Inflation RateIntercept+ Trend -4.433228

    0.0014I(1)

    Foreign Direct

    InvestmentIntercept

    -4.546794

    (0.0010) I(1)

    Based on the ADF test, all variables on constant appear to be non-stationarity at levels but

    stationarity at first difference. Hence, it is concluded that these variables are integrated of order 1

    i.e. I (1).The integration of order I (1) means that data is having constant mean, variance and

    autocorrelation etc. after taking difference of data.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    40/56

    40

    5.4 Johansen Co-integration Analyses:

    If all the variables are stationary at first difference or higher order we use co-integration. The

    relationship between Financial Crisis and economic growth in the model was determined using

    co-integration methodology given by Johansen and Juselius (1990). The study finds that there

    exists statistically significant relationship between financial Crisis and economic growth. Table

    5.3 shows results of Johansens test for co-integration test.

    Null Hypothesis H0: There is no co-integrating in the data

    Alternative Hypothesis H1: There is co-integrating in the data

    5.4.1 Unrestricted Co-integration Rank Test (Trace)

    Hypothesized Trace 0.05

    No. of CE(s) Eigenvalue Statistic Critical Value Prob.**

    None * 0.697390 99.87963 60.06141 0.0000

    At most 1 * 0.630491 64.02027 40.17493 0.0001

    At most 2 * 0.503636 34.15284 24.27596 0.0021

    At most 3 * 0.330185 13.13949 12.32090 0.0364

    At most 4 0.036545 1.116873 4.129906 0.3383

    Trace test indicates 4 co-integrating eqn(s) at the 0.05 level

    * denotes rejection of the hypothesis at the 0.05 level

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    41/56

    41

    5.4.2 Unrestricted Co-integration Rank Test (Maximum Eigenvalue)

    Hypothesized Max-Eigen 0.05

    No. of CE(s) Eigenvalue Statistic Critical Value Prob.**

    None * 0.697390 35.85936 30.43961 0.0096

    At most 1 * 0.630491 29.86743 24.15921 0.0075

    At most 2 * 0.503636 21.01335 17.79730 0.0158

    At most 3 * 0.330185 12.02261 11.22480 0.0361

    At most 4 0.036545 1.116873 4.129906 0.3383

    Max-eigenvalue test indicates 4 co-integrating eqn(s) at the 0.05 level

    * denotes rejection of the hypothesis at the 0.05 level

    The trace statistic shows that there is four co-integration equations at the level 0.05%. The trace

    test also shows that the trace statistic values are greater than the critical values which shows the

    rejection of null hypothesis at the 0.05% level.

    While in the maximum eigenvalue test shows that there is also four co-integration equations at

    the 0.05% level. In the max-eigenvalue test the critical value is lower than the max-eigen statistic

    values that show the rejection of null hypothesis. And probability values also shows the

    significance of the variables in both trace and max-Eigen test. In the comparison of trace

    statistics and Max-Eigen statistics with critical values. The value of trace statistics and Max-

    Eigen statistics exceeds 95% critical value respectively. The null hypothesis is rejected clearly as

    shown in this table by both the max test statistic and trace test statistics. Hence, it is concluded

    that there exist a co-integration relationships between financial crisis and economic growth.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    42/56

    42

    5.5 Vector Error Correction Model (VECM)

    In order to check the stability of long run relationship between Growth rate and its independent

    variables, we implied vector error correction model (ECM). In an vector error correction model,

    the short-run dynamics of the variables in the system are influenced by the deviation from

    equilibrium. Without a full dynamic specification of the model, it is impossible to find which of

    the possibilities will occur. Nevertheless, the short-run dynamics must be influenced by the

    deviation from the long-run relationship (Enders, 2010) (see, table 5.5).

    Table 5.5.1: Vector Error Correction Model in Short run

    R-squared 0.698585 Log likelihood 16.25920Adj. R-squared 0.594387 Akaike AIC -0.283947

    Sum sq. resids 0.594148 Schwarz SC 0.276532

    S.E. equation 0.181682 Mean dependent -0.007054

    F-statistic 3.792577 S.D. dependent 0.260715

    Variables Coefficient Standard Error t-statistic

    D(GDP)-0.290819 (0.11930) [-2.2700]

    D(INFL)0.174006 (0.16860) [1.0320]

    D(FDI)-0.311869 (0.12324) [-2.5305]

    D(EXR)0.009992 (0.01137) [0.87857]

    D(FD)-0.000179 (0.00341) [-0.0524]

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    43/56

    43

    In the above table, short run coefficients are discussed with their t-value and probability value. In

    short run, all independent variables like EXR AND INFL are having positively influencing Real

    GDP. However, FDI and FD is negatively influencing on Real GDP. And FDI shows the

    significant relationship in short run.

    Table 5.5.2: Long Run Elasticitys

    Source: E-views

    In the above table, long run coefficients standard error are discussed with their t-value. In long

    run, the independent variables like EXR AND FDI are having positively influencing Real GDP.

    While the FDI shows the significant relationship with growth rate of Pakistan. However, FD and

    INFL is negatively influencing on Real GDP and also shows the significant relationship with

    growth rate in long run.

    Variables Coefficient Standard Error t-statistic

    FDI(-1) 1.555207 (0.43095) [3.60879]

    FD(-1) -19.30495 (7.58802) [-2.54414]

    EXR(-1) 2.010026 (1.05049) [1.91314]

    INFL(-1) -1.839185 (0.49465) [-3.71818]

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    44/56

    44

    5.6 Granger Causality Model:

    There exist long run relationship between financial crisis and economic growth. But to check

    causality among the variables we apply Granger causality. The results of Granger causality are

    given below, by considering probability value to accept or reject null hypothesis. Table 4.4

    shows hypothesis and probability of all variables.

    Table 5.6 Pair wise Granger Causality analysis

    Pairwise Granger Causality Tests

    Sample: 1980 2012

    Lags: 2

    Null Hypothesis: Obs F-Statistic Prob.

    EXR does not Granger Cause GDP 31 1.33510 0.2806

    GDP does not Granger Cause EXR 0.26504 0.7692

    Lags: 2

    Null Hypothesis: Obs F-Statistic Prob.

    FD does not Granger Cause GDP 31 2.94090 0.0706

    GDP does not Granger Cause FD 2.49021 0.1025

    Lags: 2

    Null Hypothesis: Obs F-Statistic Prob.

    FDI does not Granger Cause GDP 31 3.54285 0.0436

    GDP does not Granger Cause FDI 0.43935 0.6492

    Lags: 2

    Null Hypothesis: Obs F-Statistic Prob.

    INFL does not Granger Cause GDP 31 6.36218 0.0056

    GDP does not Granger Cause INFL 0.11961 0.8877

    Source: E-views 6

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    45/56

    45

    The table 5.5 shows the results of granger causality test. And the table 5.5 provide the F-statistic

    and probability to accept or reject the null hypothesis. The granger causality test categorized in

    three types that mentioned above in 4.2.5. The results show that GDP has causal relationship

    with three indicators of financial crises in Pakistan .The results of granger causality shows that

    there exist unidirectional causal relationship between financial crisis and economic growth. The

    results obtained from standard Granger Causality test shows that the alternative hypothesis is

    accepted which means one variable is causing other variable while the null hypothesis is rejected

    which means the dependent variable does not cause the independent variables. The table shows

    Probability value for accepting or rejecting null hypothesis. As Probability values are significant

    that null hypothesis is rejected. The probability values are considered up to 0.10 or 10% but

    higher than this value is considered insignificant up to 1 or 100%.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    46/56

    46

    Chapter 6

    CONCLUSION AND RECOMMENDATION

    6.1 Conclusion

    The study analyzes the causal relationship between determinants of financial crises (CPI,

    FD, EXR, and FDI) and GDP in Pakistan. The determinants of financial crises were represented

    by Inflation (CPI), Real Exchange rate, Foreign Direct Investment and foreign debt (FD) and

    dependent variable is gross domestic product (GDP). On analysis of co-integration between

    determinants of financial crises and GDP, it was found that foreign direct investment, inflation

    rate and foreign debt are having co-integration with GDP. They have co integration with GDP at

    5% significance level. This study also explains that GDP has relationship between all macro-

    economic variables used in this study except real exchange rate in long run.

    This research aims to identify the effect of changes in financial crisis on GDP. The impact of

    financial crisis has not been felt in Pakistan as a separate crisis as the country is already facing

    the same since 2007. The country may escape the immediate negative implications of the

    financial crisis. But, there will be long-term direct and indirect consequences.

    Therefore, at present, the Pakistan economy is under threat. Old problems are combining with

    emerging new ones. There is a real danger that if the government does not respond to the

    emerging financial crisis. Then there is no doubt that an adverse external economic environment

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    47/56

    47

    in the shape of the current financial crisis has contributed to some extent to the crisis in Pakistan

    today. Nevertheless, the genesis of the current crisis is internal. The key reasons for the current

    meltdown of the economy are low reserves, depreciation of currency risen in the inflation rate,

    low level of foreign investment and increase in the amount of foreign debt. In addition, this is the

    right time to divert Pakistans trade and investment from the West to the region, particularly

    China. As both the U.S. and Europe have been severely hit by the global financial crisis, Chi nas

    reserves have increased and it is searching for investment across the globe. The country is

    fortunate to have a friend like China in the neighborhood.

    Pakistans deteriorating conditions after the Financial Crisis had resulted in sharp downfall in

    GDP growth rate. Real GDP growth rate declined significantly in 2008 as it reached to 1.6 % and

    in 2009 it rose slightly to 3.4 %. Unfortunately, Pakistan was already suffering from

    macroeconomic instability before the Financial Crisis due to hike in depleting foreign exchange

    reserves. Financial Crisis widened trade gap. Increase in budget and current account deficits and

    soaring inflation brought further problems for Pakistans economy.

    It can easily be concluded that GDP is one of the measures of macroeconomic stability and

    regression results have made it clear that Real Exchange Rate, Foreign Direct Investment and

    even Inflation had an impact on GDP. Financial Crisis had a severe impact on macroeconomic

    stability of Pakistan. It has been established by research that GDP carries importance in

    assessing macroeconomic stability. Regression results have shown that potential impendent

    variables have an impact on GDP.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    48/56

    48

    6.2 Policy Recommendation

    Financial Crisis in Pakistan has exposed loopholes in financial system of World. The crisis has

    revealed that there is a dire need for reformation of currently existing financial system. The crisis

    has further given a lesson to governments all across the World to improve regulatory authorities

    especially Central Banks. The global recession has worsened macroeconomic conditions of all

    countries. All countries need to develop collective action plan to deal with the Financial Crisis.

    Pakistan should increase the foreign investments, and reduced the level of inflation by creating

    new policies. Government of Pakistan needs to pay attention towards development policies.

    There is an urgent need to increase tax to GDP ratio and expenditures of the government should

    also be reduced.

    Dealing with the financial crisis was difficult for Pakistan, especially due to pre-existing fiscal

    constraints. Specific weaknesses in terms of balance of payments weaknesses have forced the

    country to resort to an IMF stand-by arrangement, which imposed further conditionalitys related

    to budget restrictions. Subsidies on wheat, electricity, fertilizer and oil had to be phased out,

    which in turn increased the inflationary burden on the consumer.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    49/56

    49

    REFERENCES

    1. Caprio, G. and D. Klingebiel, 2003. Episodes of Systemic and Borderline Financial

    Crises. World Bank database, Washington, D.C.: The World Bank.

    2. Kwack, S.Y., 2000. An Empirical Analysis of Factors Determining the Financial Crises in

    Asia. J. Asian Economics, 11: 195-206

    3. Diamond, D.W. and R. G. Rajah, 2001. Banks, Short-Term Debt and Financial Crises:

    Theory, Policy Implications and Applications. Carnegie-Rochester Conference Series on

    Public Policy, 54: 37-71.

    4. Meissner, C.M. and M.D. Brodo, 2006. The Role of Foreign Currency Debt in Financial

    Crises: 1880-1913 versus 1972-1997. Journal of Banking and Finance, 30: 3299-3329.

    5. Sau, L., 2009. Banking, Information and Financial Instability in Asia. J. Post Keynesian

    Economics, 25: 493-513.

    6. Yun-Hwan Kim, 2001. The Asian Crisis, Private Sector Saving and Policy Implications.

    J. Asian Economics, 12: 331-35.

    7. Perkins (2001) Dwight. Economics of Development. New York: W. W. Norton and

    Company.

    8. Bhagwati, J. N. (1973) The Theory of Immiserising Growth: Further Applications. In M.

    Connolly and A. Swoboda (eds.) International Trade and Money. Toronto: University of

    Toronto Press. 4554.

    9. Bhagwati, J. N. (1978) Anatomy and Consequences of Exchange Control Regimes. New

    York: Ballinger Publishing.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    50/56

    50

    10.H. Thomas, X. Li and X. Liu, Ownership Structure and Now Product Development in

    Transnational Corporation in China, Transnational Corporations, 17(2), (2008), 17-44.

    11.Le MH, Ataullah A (2006). Foreign Capital and Economic Performance of Pakistan. The

    Lahore J. Econ. 7(1):132.

    12.Thomas H, Li X, Liu X (2008). Ownership Structure and Now Product Development in

    Transnational Corporation in China. Transnational Corporations 17(2):1744.

    13.Paul,S; C. Kearney and K. Chowdhury, (1997) Inflation and Economic Growth: A

    Multi- Country Empirical Analysis, Applied Economics,Vol,29. PP. 1287-1301

    14.Khan, M.S. and S.A. Senhadji (2001), Threshold Effects in the Relationship between

    Inflation and Growth, IMF Staff Papers, Vol. 48, No. 1

    15.

    Mallik, G. and Chowdhury A. (2001), Inflation and Economic Growth: Evidence fromSouth Asian Countries, Asian Pacific Development Journal, Vol. 8, No.1

    16.Najid Ahmad, M. F. (2012). The causal links between foreign direct investment and

    economic growth in Pakistan. European Journal of Business and Economics , 20-21.

    17.Alfaro L. (2003). Foreign Direct Investment and Growth: Does the Sector Matter?

    Journal of Economics and Social Sciences.

    18.Ayyoub, M., I. S. Chaudhry and F. Farooq (2011), Does inflation affect economic

    growth? The case of Pakistan. Pakistan Journal of Social Sciences, Volume 31(1), pp.

    51-64.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    51/56

    51

    19.Khan, A. H. and M. A. Qasim (1996), Inflation in Pakistan revisited. The Pakistan

    Development Review, Volume 35(4), Part II, pp. 747-759.

    http://www.jstor.org/stable/41259996

    20.Jeon, Y and Stephen. M. M. (2009), The Performance of Domestic and Foreign Banks:

    The Case of Korea and the Asian Financial Crisis, University of Connecticut.

    Department of Economics Working Paper Series. Working Paper 2002-28.

    21.Firdausy, C.M (2002), The Impact of the Regional Economic Crisis on Employment and

    an Evaluation of Public Work Programmers in Indonesia, Unpublished Memo.

    22.Huang, Haizhou et.al (2003), Financial Crisis, Economic Recovery and Banking

    Development in Former Soveit Union, Economies.CES IFO Working Paper No. 860.

    23.Kwack, S.Y., 2000. An Empirical Analysis of Factors A Comprehensive Study of

    Pakistani Markets. World Determining the Financial Crises in Asia. J. Asian Applied

    Sciences J., 13(3): 470-481. Economics, 11: 195-206.

    24.Schmidt, D. (2009). The Financial Crisis and its Impact on China. Retrieved March 11,

    2009, from Studienzur Politik und Wirtschaft Chinas (Studies on China's Political

    Economy):http://www.chinapolitik.de/studien/china_analysis/no_67.pdf

    25.Krznar, I. and D. Kunovac (2010), Impact of external shocks on domestic inflation and

    GDP. Working Papers W-26, Croatian National Bank.

    26.

    Kemal, M. A. (2006), Is inflation in Pakistan a monetary phenomenon? The Pakistan

    Development Review, Volume 45(2), pp. 213-220. http://www.jstor.org/stable/41260754

    27.Qayyum, A. (2006), Money, inflation, and growth in Pakistan. The Pakistan Development

    Review, Volume 45(2), pp. 203-212.http://www.jstor.org/stable/41260753

    http://www.chinapolitik.de/studien/china_analysis/no_67.pdfhttp://www.jstor.org/stable/41260753http://www.jstor.org/stable/41260753http://www.chinapolitik.de/studien/china_analysis/no_67.pdf
  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    52/56

    52

    28.Diaz-Alejandro, C. Good-Bye Financial Repression, Hello Financial Crisis, Journal

    of Development Economics, 1985.

    29.Akbari, A. H. and W. Rankaduwa (2006), Inflation targeting in a small emerging market

    economy: The case of Pakistan. SBP Research Bulletin, Volume 2(1), pp. 169-190.

    30.Jaffri, Atif A. (2010), Exchange rate pass-through to consumer prices in Pakistan: Does

    misalignment matter? The Pakistan Development Review, Volume 49(1), pp. 19-35.

    31.Shaikh, F. M., & Gopang, N. A. (2009). Financial Crisis in South Asia and Its Impact on

    Poverty in Pakistan: A Case Study of Sindh using CGE-Model. Journal of Academic

    Research in Economics , 205-218.

    32.Haque, I. u. (2010). Pakistan: Causes and Management of the 2008 Economic Crisis.

    Penang, Malaysia: Third World Network

    33.Faridi, M. Z. (2012). Contribution of Agricultural Exports to Economic Growth in

    Pakistan Pak. J. Commer. Soc. Sci. Vol. 6 (1), 133-146

    34.King, R. and R. Levine Finance and growth: Schumpeter might be right, Th e

    Quarterly Journal of Economics, 1993.

    35.Nanto, D.K. (2009) The Global Financial Crisis: Analysis and Policy Implications

    Congressional Research Service USA retrieved from www.crs.gov on 22/05/10.

    36.

    Abubakar, M. (2008) The Implication of Global Financial Crisis on International

    Marketing Unpublished M.Sc. Assignment on International Marketing Bayero

    University, Kano.

    37.Krugman, P.(2008, Oct. 27)'The widening gyre',New York Times.

    http://www.nytimes.com/2008/10/27/opinion/27krugman.html?hphttp://www.nytimes.com/2008/10/27/opinion/27krugman.html?hp
  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    53/56

    53

    38.Fischer, S. (1993). The Role of Macroeconomic Factors in Growth. Journal of Monetary

    Economics, Vol. 47, No. 5, pp. 485-512.

    39.Ghosh, A. and Phillips, S. (1998). Warning: Inflation May Be Harmful to Your Growth,

    IMF Staff Papers, Vol. 45, No. 4, pp. 672-710.

    40.Romer, David (1993), Openness and inflation: Theory and evidence. The Quarterly

    Journal of Economics, Volume 108, No.4, pp. 869-903.

    http://dx.doi.org/10.2307/2118453

    41.

    Lane, Philip R. (1997), Inflation in open economies. Journal of International Economics,

    Volume 42, Issues 3-4, pp.327-347.http://dx.doi.org/10.1016/S0022-1996(96)01442-0

    42.Fischer, S. (1993). The Role of Macroeconomic Factors in Growth. Journal of

    Monetary Economics, Vol.32: 485-512.

    43.

    Quartey, P. (2010). Price Stability and the Growth Maximizing rate of inflation forGhana, Business and Economic Journal, Vol. 1, No. 1, pp. 180-194..

    44.Bruno, M. and W. Easterly (1996). Inflation and Growth: In Search of Stable

    Relationship. Federal Reserve Bank of St. Louis Review, Vol. 78, No.3.

    45.Mallik, G. and Chowdhury A. (2001). Inflation and Economic Growth: Evidence from

    South Asian Countries. Asian Pacific Development Journal, Vol.8, No.1.

    46.Graham EM (1995). Foreign Direct Investment in the World Economy, IMF World

    Economic and Financial Survey. pp.120-135.

    http://dx.doi.org/10.2307/2118453http://dx.doi.org/10.1016/S0022-1996(96)01442-0http://dx.doi.org/10.1016/S0022-1996(96)01442-0http://dx.doi.org/10.2307/2118453
  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    54/56

    54

    47.Najid Ahmad, M. F. (2012). The causal links between foreign direct investment and

    economic growth in Pakistan. European Journal of Business and Economics , 20-21.

    48.Najid Ahmad, M. L. (2012). A dynamic analysis of the relationship among inflation,

    investment, population growth, export and economic growth in Pakistan. Asian Journal

    of Research in Business Economics and Management , 175-182.

    49.Najid Ahmad, U.-T. S. (2012). The Relationship Between Inflation and Economic Growth

    In Pakistan: An Econometric Approach. Asian Journal Of Research In Business

    Economics and Management , 38-48.

    50.

    Bruno, T. & Easterly, W. (1998) Inflation crises and long-run growth. Journal of

    Monetary Economics , 3-26.

    51.Mubarik, Y. A. (2005), Inflation and Growth: An Estimate of the Threshold Level of

    Inflation in Pakistan, State Bank of Pakistan Research Bulletin, Vol. 1, No. 1

    52.Greene, J. and Villanueva, D. (1990). Determinants of Private Investment in LDCs,

    Finance and Development, December, 1990.

    53.Bader, M. and Malawi, A.I. (2010). The Impact of Interest Rate on Investment in

    Jordan:A Cointegration Analysis. Journal of King Abdul Aziz University: Economics and

    Administration. 24(1), 199-209.

    54.Akbari, A. H. and W. Rankaduwa (2006), Inflation targeting in a small emerging market

    economy: The case of Pakistan. SBP Research Bulletin, Volume 2(1), pp. 169-190.

    55.Khan, Aleem A., S. K. Bukhari and Q. M. Ahmad (2009), Determinants of Recent

    Inflation in Pakistan (Research Report No. 66). Karachi, Pakistan: Social Policy and

    Development Center.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    55/56

    55

    56.Jaffri, Atif A. (2010), Exchange rate pass-through to consumer prices in Pakistan: Does

    misalignment matter? The Pakistan Development Review, Volume 49(1), pp. 19-35.

    57.Shabbir, T. & Mahmood, A. (1992) The Effects of Foreign Private Investment on

    Economic Growth in Pakistan. The Pakistan Development Review, Vol. 31(4) pp.831-841

    58.Campa, J., and L. S. Goldberg (1995) Investment in Manufacturing, Exchange Rates and.

    External Exposure. Journal of International Economics 38, 297320.

    59.Maudos, J., & Solis, L. (2009). The determinants of net interest income in the Mexican

    banking system: An integrated model. Journal of Banking and Finance, 33, 19201931.

    60.Beck, T., & Hesse, H. (2009). Why are interest spreads so high in Uganda? Journal of

    Development Economics, 88, 192204.

    61.Khan, M. S. and Senhadji, A. (2001). Threshold Effects in the Relationship between

    Inflation and Growth, IMF Staff Papers, 48:1

    62.Krugman, P., (1985), International Debt Strategies in an Uncertain World, in G.W.

    Smith and J.T. Cuddington (eds.), International Debt and the Developing Countries,

    Washington, D.C.: World Bank.

    63.Adosla,W.A.(2009), Debt Servicing and Economic Growth in Nigeria: An Empirical

    Investigation Global Journal of ocial ciences, Vol.8,No.2,1-11.

    64.

    Cholifihani, M., (2008), A Co-integration Analysis of Public Debt Service and GDP in

    Indonesia, Journal of Management and Social Sciences, Vol. No. 4, No. 2.

  • 5/19/2018 Financial Crisis and Economic Growth of Pakistan by Uzair Akhtar

    56/56

    56

    65.Hasan, A. and Butt, S., (2008), Role of Trade, External Debt, Labor Force and

    Education in Economic Growth Empirical Evidence from Pakistan by using ARDL

    Approach, European Journal of Scientific Research, Vol. 20 No. 4, pp 852-862.

    66.Boopen, S., Kesseven, P. and Ramesh, D., (2007), External Debt and Economic

    Growth: A Vector Error Correction Approach, International Journa l of Business

    Research, pp 211-233.

    67.Cunningham, R.T. (1993). The Effects of Debt Burden on Economic Growth in Heavily

    Indebted Nations. Journal Of Economic Development, 18(1): 115-126.

    68.

    Paudel, R. et al., (2009). Foreign Debt, Trade Openness, Labor Force and Economic

    Growth: Evidence from Sri Lanka, The ICFAI Journal of Applied Economics, 8 (1): 57-

    64.