(Luận văn) determinants of leverage , case study of vietnam seafood processing and exporting industry both for listed and unlisted firms

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(Luận văn) determinants of leverage , case study of vietnam seafood processing and exporting industry both for listed and unlisted firms

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t to INSTITUTE OF SOCIAL STUDIES THE HAGUE THE NETHERLANDS UNIVERSITY OF ECONOMICS HO CHI MINH CITY VIETNAM ng hi ep VIETNAM- THE NETHERLANDS PROGRAMME FOR M.A IN DEVELOPMENT ECONOMICS w n lo ad ju y th yi DETERMINANTS OF LEVERAGE: case study of VIETNAM SEAFOOD PROCESSING AND EXPORTING INDUSTRY both for listed and unlisted firms pl n ua al n va fu ll By PHAM THI TRUC LAM oi m at nh A thesis submitted in partial fulfillment of the requirements for the degree of z z MASTER OF ARTS IN DEVELOPMENT ECONOMICS k jm ht vb om l.c gm Academic Supervisor: Assoc Prof NGUYEN TRONG HOAI n a Lu HO CHI MINH CITY, DECEMBER 2012 CERTIFICATION t to ;; ng hi "I certificate that the substance of the thesis has not already been submitted for any ep degree and is not currently submitted for any other degree w I certify that to the best of my knowledge and help received in preparing the thesis n lo and all sources used have been acknowledged in the thesis." ad Signature ju y th yi pl n n va Date ua al Pham Thi True Lam ll fu oi m at nh z z k jm ht vb om an Lu l.c gm n va re ACKNOWLEDGMENTS t to = ng First and foremost, I would like to send my dearest thank to my supervisor, Assoc hi ep Prof Nguyen Trong Hoai for his guidance and support In addition, I would also like to express my gratitude to all persons and w n organizations for their support, provision of assistance and information that made lo helped improve my knowledge and fulfill the programme y th • ad this thesis possible I am also grateful to the lecturers and staff of the project who ju Finally, I am greatly indebted to my family for their love for and support of me, yi pl keeping me in good condition for learning I am also grateful to my close friends for n ua al their warm encouragement n va ll fu oi m at nh z z k jm ht vb om l.c gm an Lu n va re 11 ABSTRACT t to ng Although there are many prior studies about leverage as well as capital hi ep structure on the world in general and Vietnam in particular, results of these researches are still inconsistent Moreover, in context of Vietnam, most of studies w n about leverage are of listed firms So, this study works with data of both listed and lo some factors to the leverage of Vietnam seafood processing and exporting y th ' ad unlisted firms The purpose of this study is to examine the relative importance of ju enterprises A sample of 20 listed and 15 unlisted enterprises for a period of yi pl years from 2009 to 20 11 was chosen and tested base on pecking order theory and al ua trade off theory The results finding from the thesis is that firm growth n opportunities and firm size have positive related to leverage, profitability, liquidity va n have a negative effect to leverage whereas tangibility assets and non-debt tax fu ll shield have no impact on leverage of Vietnam seafood processing and exporting oi m enterprises at nh Key words: leverage, pecking order theory, trade off theory z z k jm ht vb om l.c gm n a Lu n va re 111 CONTENTS t to Certification i ng Acknowledgement ii hi ep Abstract iii Contents iv w n List of Tables vii lo ad List of Abbreviations vii ju y th CHAPTER I: INTRODUCTION FOR THE STUDY 1.1 Problem statement: yi pl 1.2 Research objectives: al ua 1.3 Research questions: n 1.4 Research Methodology: va n 1.5 Structure of the thesis: fu ll CHAPTER II: LITERATURE REVIEW FOR DETERMINANTS OF LEVERAGE m oi 2.1 Key Concepts: nh at 2.2 Related theories: z 2.2.1 The Modigliani-Miller theorem: z ht vb 2.2.2 Agency cost theory: k jm 2.2.3 Trade-off theory: 2.2.4 The pecking-order theory: gm l.c 2.3 Determinants of leverage: 10 2.3.1 Leverage and Profitability: 12 om 2.3.2 Leverage and firm size: 13 a Lu 2.3 Leverage and Firm Growth: 15 n n va 2.3.4 Leverage and Non-debt tax shield : 16 2.3.6 Leverage and liquidity: 19 2.4 Empirical review on determinants of leverage: 20 2.4.1 Empirical evidences finding from the world: 20 IV re 2.3.5 Leverage and tangible assets: 17 2.4.2 Empirical evidences finding from Vietnam perspective: 24 t to 2.5 Chapter remarks: 25 ng CHAPTER III: RESEARCH METHODOLOGY 27 hi ep 3.1 Data and variables description: 27 3.1.1 Data: 27 w n 1.2 Description of variables: 27 lo ad 3.2 Methods of estimation: 29 y th 3.2.1 Ordinary Least Squares (OLS) estimator: 30 ju 2.2 Fixed Effects (FE) estimator: 31 yi pl 3.2.3 Random Effects Estimator (RE): 32 ua al 3.2.4 Hausman specification test: 32 n 3.3 Hypotheses 33 va n 3.4 Chapter remarks: 33 fu ll CHAPTER IV: OVERVIEW OF SEAFOOD PROCESSING AND EXPORTING m oi ENTERPRISES nh 4.1 Introduction of the seafood export industry: 35 at z 4.2 Analysis of capital structure of the seafood enterprises: 38 z ht vb 4.2.1 Debt to equity ratio: 38 jm 4.2.2 The equity growth rate: 41 k 4.3 Chapter remarks: 42 gm CHAPTER V: EMPIRICAL RESULTS 43 l.c 5.1 Descriptive statistics 43 om 5.2 Analysis of the correlation between all variables: 44 an Lu • 5.3 Test multicollinearity: 45 n va 5.4 Empirical results: 46 5.4.2 Hausman specification test: 48 5.4.3 Fixed effects estimator: 49 • v re 5.4.1 OLS estimator: 46 - 5 Chapter remarks: 53 t to CHAPTER VI: CONCLUSION, POLICY RECOMMENDATION AND ng LIMITATION 55 hi ep 6.1 Conclusion 55 6.2 Policy recommendation 57 w n 6.3 Limitation and suggestion for further study: 61 lo ad Reference 62 ju y th Appendix 68 yi pl n ua al n va ll fu oi m at nh z " z k jm ht vb om l.c gm an Lu • n va re Vl LIST OF TABLES t to ng Table 2.1: Summary of leverage determinants hi ep Table 3.1: Variable, description and its expected sign Table 4.1: The equity growth rate w n Table 5.1: Descriptive statistics of sample variables lo ad Table 5.2: Correlation coefficient matrix ju y th Table 5.3: Result of auxiliary regression models of each dependent variable Table 5.4: Result ofOLS estimator yi pl Table 5.5: Result ofHausman test al n ua Table 5.6: Result of Fixed effects estimator n va ll fu oi m at nh z z k jm ht vb om l.c gm n a Lu n va t re vii LIST OF ABBREVIATIONS t to ng hi ep NDTS Non debt tax shield SEAs Seafood processing and exporting enterprises Small and medium enterprises SMEs w n Fixed effects lo FE Random effects y th GDP ad RE Gross Domestic Product ju General Statistics Office of Vietnam OLS Ordinary Least Square STD Short term debt LTD Long term debt TTD Total debt EQTY Equity ASS Total assets yi GSO pl n ua al n va ll fu oi m at nh z z k jm ht vb om l.c gm an Lu n va re Vlll CHAPTER 1: INTRODUCTION FOR THE STUDY t to ng This chapter will explain the reason for choosing the thesis, its objectives hi ep and research questions In addition, this part also presents a brief of methodology and finally abbreviates the structure of the thesis w n lo 1.1 Problem statement: ad y th One of the most important decisions confronting a firm in corporate finance ju is the design of its capital structure In order to finance for investment, the firms yi can choose either internal or external funds Internal fund is the firm retained pl ua al earnings whereas external fund can be raised from issuing equity or taking debt n Sometimes, firms may take too much or without taking debt An effective debt va ratio or leverage should not only help reducing the weighted average cost of n ll fu capital of the firm but also it still can increase firm value To decide how much oi m leverage the firm should take on, the firms need to know which factors affect nh leverage However, over 50 years since the first research of Modigliani and Miller at (1958) about leverage, the question of them about what factors affect leverage are z z still unresolved until now This seems to be the most enigmatic and interested vb jm ht issue of many researchers However, until now, the effort of researchers to solve the debt equity choice also does not bring results that satisfy all of them The k gm results are still inconsistent between researches at different countries and different l.c industries Moreover, Myers ( 1984) also suggests that "the average debt ratio will om vary from industry to industry because asset risk, asset type and requirements for an Lu external fund also vary by industry" (p.578) In case of Vietnam, there are also some studies testing for determinants of the leverage of Vietnam companies, such Seafood is considered to be one of major industries and one of the key export sectors of Vietnam Each year, it contributes largely to GDP Particularly, re the world n results of these studies also contain conflicts as results from many other studies in va as Nguyen and Ramachandran (2006), Dzung et al (2012) and the empirical only factors are found significant with fixed effect and only significant t to variables with OLS method ng With fixed effect, the result founding is that there are two variables which hi ep are found to have no effect on leverage as NDTS and tangibility assets, firm size and growth are found to have positive related and profitability and liquidity are w n found to have negative related to leverage This result confirms that profitable lo ad firms or firms with higher liquidity tend to employ less debt than the others Due y th to having more retained earning and free cash flow available, they will use this ju source for financing investment and avoid borrowing from bank with complicated yi pl procedures whereas large firms and growth firms will make use of their prestige or ua al potential development chance to get more debt with lower loan interest rate from n bank to finance for further development Especially, in context of Vietnam SEAs, va n they still can enjoy trade credit to finance for business This credit form does not ll fu need collateral as loan from bank m oi The results finding from the thesis have both consistent and inconsistent at nh with researches of other countries as well as other researches of Vietnam case About indicator profitability, the negative related result is the same with mostly z z researches as Gurcharan (20 10) for Indonesia, Thailand, Philippines and Huang vb jm ht and Song (2002) for China The result also complies with research of Dzung et al k (2012) of Vietnam listed enterprises whereas it is different with Cuong (2008) and l.c gm Nguyen and Ramachandran (2006) Positive related of firm size is consistent with most researches Result of firm growth is consistent with result for China in om research of Huang and Song (2002) and Thailand, Philippines, Malaysia in an Lu research of Gurcharan (20 10) while inconsistent with result for Indonesia in the same research Other researches of Vietnam case also find positive related liquidity, the thesis also find consistent with research of Zehra (2008) and Dzung et al (2012) Especially, whereas other researches in the world as well as in 56 re NDTS on leverage Although there are not much researches mentioning about n Thailand, Indonesia and Philippines, the thesis also finds insignificant impact of va between firm growth and leverage As research of Gurcharan (20 10) about Vietnam find significant effect of tangibility, the thesis finds insignificant result t to The reason may be characteristic of seafood industry Most of firms are export ng firm, so they can borrow from bank by others way instead of using fixed assets to hi ep assure for loan Determinants of leverage of Vietnam SEAs in fact behave according to w both pecking order and trade off theory Firm growth, profitability and liquidity n lo ad variables support for pecking order theory whereas effect of firm size is consistent y th with trade off theory Non-debt tax shield and tangibility are not consistent with ju any theories which the thesis mentions yi pl 6.2 Policy recommendation ua al Looking at descriptive statistics, we can see that some firms have too high n n va leverage ratio (90%) whereas there is also firms have too low ratio (7%) in their ll fu capital structure At one side, high debt ratio should help firm inherit tax oi ; m deduction, however at another side, it also make firms meet problem with liquidity leads to bankruptcy when many loan debt items become due at the same time and nh at firms can not afford to repay for bank This has been evidenced by many Vietnam z z seafood firms during last time Hundred of enterprises goes bankrupt, many of vb them must request to be postponed schedule of repayment One of the reasons is ht k jm that most of them used short term loan to finance for long term business as gm building new factory or buying new equipment Research of Cuong and Canh l.c (2012) has proved that the target leverage that can help SEAs increase their firm om value is 59.27% So this section will give recommendations to help for having influencing profitability, firm size, firm growth and liquidity ratio an Lu appropriate leverage of the firm by increasing or decreasing leverage through n va Recommendations for each factor will be presented one by one as follows: re 6.2.1 Profitability: Due to having inverse related to leverage, the more profitable the firms are, the more retained earnings they have to finance for new investment and the less dependent on debt the firms will Therefore, firms with too high ratio of debt over 57 total assets would like to reduce depending on debt should concentrate on t to solutions to increase profit ng Profitability of Vietnam SEAs have been turned down due to many reasons hi ep such as increasing in input cost include raw material, labor salary, hiring operating department cost, falling demand from traditional markets as the United Stated, w Europe, Japan due to the economic crisis or being rejected from importing markets n lo due to not satisfy quality requirement of import countries and unfavorable ad y th exchange rate as well as interest rate ju In order to continue maintaining profit, the firms can follow many ways as yi decrease input while output unchanged, increase output together with input pl ua al unchanged or decrease input and increase output The best way is how to reduce n selling price and increase tum over In particularly, the firms should diversify their va seafood products as well as expand their markets toward various potential export n ll fu markets in Americas or South America as Mexico, Brazil beside its traditional market Instead of only selling at primary product, firms should pay attention to oi m • at nh producing valued added product to get higher price Together with expanding market, firms also should improve its quality product to satisfy require of all z z export markets Minimizing cost of management and raise effective of operation is vb k jm ht also one of solutions which will help to increase profit of the firms Most of firms have debt on bank are afraid of varying of interest rate With gm export seafood enterprises, especially with temporary import for re-export l.c enterprises which main business is import material to produce and then export om finished-product again, they still worry about changing of exchange rate due to it firms, exchange rate problem can be controlled Therefore, to ensuring for their derivatives as forward contract, option or swap to assure about the profit which they will receive in future 58 re order to prevent decreasing or increasing of exchange rate, the firms can use n their business The firms should balance between output values with input cost In va profitable as well as sustainable development, the firms should be more active in n a Lu will affect their profit While the problem of interest rate is not decided by the - 6.2.2 Liquidity: • With the same direction as profitability, increase ratio of liquidity will t to reduce depending on debt of firms due to its negative related to leverage Firms ng • - - - hi ep should invest much more on short term assets rather than only concentrating on long term assets During last period, a lot of firms have to go to bankrupt due to w using short term debt to invest on long term assets as building factory or buying n lo new machinery and loose its liquidity due to not afford to repay debt at due time ad y th Although investing much on equipment system, most of the firms only use 40- ju 50% power of these equipments due to lacking of short term fund for material yi pl One of another problem of Vietnam SEAs now is ratio of inventories is ua al high and slow moving That not only ties up warehouse space but also drains n capital of the firms Firms should force moving faster for inventories by reducing va price or introducing firm brand to new customer At the same time, firms should n ll fu collect accounts receivable as soon as possible by replacing deferred payment with at sight payment with some markets which firm products are fond of These oi m • at nh solutions will help firms to increase current assets and then increase its liquidity 6.2.3 Firm size and growth opportunities: z z vb Both these ratio are based on total assets and found to have positive related k jm ht to leverage, so this section will combine both to give recommendations Firms who would like to increase leverage more should give attention to increasing its gm size as well as its growth opportunities Particularly, they should provide potential om l.c project and evidence its development through year by year to attract the lenders One of obstacles of Vietnam SEAs is lacking of material for producing due a Lu to most of the firms collect material from farmers or seafood traders, so they can firm size but also create opportunity for firms to provide products with 59 t re the product quality is necessary to progress with firms That does not only broaden n integrated production from farming to processing and exporting to control strictly va well as profitability of firm Therefore, expansion in farming, heading to an n not control about quantity and quality of input products This prevents growing as competitive price and get more profit Having larger size will help firms easily to • t to borrow from bank due to its positive related with leverage as results the thesis found ng • hi ep Accompany with development opportunities and integrated of the economic, large firm with high growth will seek for capital loan to take advantage w n of that opportunity and promote its business And leverage will help to increase lo ad value of the firms Due to firm size and growth have positive related to leverage, y th larger and growth firm should pay more attention to its leverage to avoid problem ju of bankruptcy Although large firm seldom meet problem with bankruptcy rather yi pl than smaller firm, in reality, during last time, many strong seafood firms also go to ua al bankrupt Only at the beginning of the year 2012, 470/800 seafood enterprises n must close their firm Most of debt of firms are from bank loan, so whenever debt va n policy of banks change as tighten credit or higher interest rate will affect strongly ll fu operating of the firms These firms should balance between debts with investment m to avoid over optimal business A suitable leverage could help firms in developing oi ' at nh business and inherit tax shield deduction, however, once leverage of these firms become too high, they also should change to another channels of collecting funds z z According to pecking order theory, the firms should give priority to issuing equity vb k jm ht instead of only relying on debt With vantage of seldom meeting problem with information asymmetries or having potential developing, cost of issuing equity of gm these firms will get more attention of investors The investors will increase in om firms can reduce depending on debt by issuing equity l.c investing on these firms due to believing in its further development Therefore, the a Lu With firms need long term debt to finance for long operation as building n factory or buying new machinery, in case they can not borrow long term debt, these attracts investors because of its advantages as having high position in most leading markets, diversified channel of distribution as well as large farming area and 60 re needed of importing countries, this industry also contains potential development and n field still face with many problems as short of material, anti-dumping or lower va firms should issuing equity instead of using short term debt Although now seafood outstanding inland water resources There are much developing opportunities for • t to firms with high growth ng To be more attracted with outside investors, firms should reduce hi ep asymmetric problem as raising quality of information given on financial report, audit report to help investors to have a detail and real about operating of the firms w Maybe, a namely financial company should be hired to value its business to create n lo ad belief in investors A reasonable dividend payment of managers does not only ju growth y th maintain supporting of shareholders but also have retained earnings for its further yi pl 6.3 Limitation and suggestion for further study: ua al The sample size is small The study only uses data of 20 listed and 15 n n va unlisted firms while total firm of seafood processing and exporting now is over ll fu 600 firms Moreover, the study is limited to data of processing and exporting factors also affecting leverage oi • m seafood firm only, leaving out other industry concerning seafood, as well as other nh at The factor profitability may depend on some firm characteristics which z z probably lied beyond of the thesis' model vb ht There are many indicators which proxy leverage as well as independent k jm variables and result of each measure are also different (Zehra (2008), Dzung et al gm (2012) l.c The study only mentions about firm specific characteristics, without caring om about country characteristics which also are found to have significant related to stock market capitalization and GDP growth rate So besides factors affecting n va leverage which the study found, maybe there are still some other factors are n a Lu leverage by many previous studies as De Jong (2008), Gurcharan, (2010) with characteristics to leverage 61 re missed More research should be done to check about affect of country REFERENCES • t to Amarjit, G and M Neil (2011), "Factors that influence financial leverage of ng Canadian firms", J oumal of applied finance and banking, Vol.1 hi ep Anh, D.N.P (2010), "Determinants of capital structure and financial performance: a path analysis approach" w n lo Abel Ebel Ezeoha (2008), "Firm size and corporate financial-leverage choice in a ad developing economy Evidence from Nigeria" y th ju Antoniou, A., G Yilmaz and P Krishna (2002), "Determinants of Corporate yi Capital Structure: Evidence from European Countries" pl ua al Akinlo (20 11 ), "Determinants of capital structure: Evidence from Nigerian panel data", African Economic and Business Review Vol 9, No n n va Baltagi, B.H (200 1) "Econometric analysis of panel data'' fu ll Blank, I.A (2000), "Management of Capital Formation" m oi Bigsten, A et al (2000), "Credit Constraints in Manufacturing Enterprises m nh Africa", Working paper WPS/2000 at • z Baskin, J (1989), "An empirical investigation of the pecking order theory z vb hypothesis" jm ht Bevan, A A, and J., Danbolt (2002), "Capital structure and its determinants in the k gm UK- A decompositional analysis" l.c Biger, N., Nguyen, N.Y., Hoang, Q.X., 2008 Chapter 15, "The determinants of om capital structure: Evidence from Vietnam", in: Kim, S.J and Mckenzie, M.D an Lu (Eds.), Asia-Pacific Financial Markets: Integration, Innovation and Challenges (International Finance Review, Volume 8) Emerald Group Publishing va n Limited, pp 307-326 56, 87-130 62 t re Booth et al.(200 1), "Capital structure in developing countries", Journal of Finance Bradley, M- Jarrel, G.-Kim, E.H (1984), "On the existence of an optimal capital • t to Cuong N.T., (2008), "The determinants which can influence the financial ng • structure: Theory and evidence" hi ep structure of the seafood processing companies in Khanh Hoa province" Cuong, N.T and N.T Canh (2012), "The effect of capital structure on firm value for w n lo Vietnam's seafood processing enterprises" ad De Jong, A R Kabir and T.T Nguyen (2008), "Capital Structure around the y th ju World: The Roles ofFirmand Country-Specific Determinants" yi pl Deesomsak, R., K., Paudyal, and G., Pescetto (2004), "The Determinants of ua al Capital Structure: Evidence from the Asia Pacific Region" n Dilek, T., T Ozlem, T.Ayca (2009), "Determinants of capital structure for Turkish va Firms: a panel data analysis", Journal of finance and economics, Issue 29 n ll fu Dougherty, C.(2011), "Introduction to econometrics", 4th edition, Oxford oi De Angelo, H.and R.Masulis (1980), "Optimal capital structure under corporate at nh ' m University Press and personal taxation", Journal of financial economics 8, 3-29 z z Drobetz,W and Fix.R (2003), "What are the Determinants of the Capital jm ht vb Structure? Some Evidence for Switzerland" k Daskalakis, N and M Psillaki (2009), "Are the Determinants of Capital Structure l.c gm Country or Firmo Specific? Evidence from SMEs" an Lu determinants of capital structure in Vietnam" om Dzung, T.N., D-R Ivan and G., Andros (2012), "Financial development and the Florinita, D (20 12), "What determines the capital structure of listed firms m va Romania" n about dividends and debt", Review ofFinancial Studies 15, 1-33 Farooqi-Lind.R (2006), "A comparison of listed vs non-listed firm capital structure: evidence from Sweden" 63 re Fama, E and K.R.French (2002), "Testing trade-off and pecking order Predictions Fitim, D & D., Media,( 2009), "The determinants of capital structure: evidence Gurcharan, S (20 10), "A review of optimal capital structure determinant of ng hi selected Asean countries", Journal of Finance and Economics, Vol.47, 30-41 ep Husni, A.K and H.A.K Ali (2010), "The Determinants of the Capital Structure: w Evidence from Jordanian Industrial Companies", JKAU: Econ & Adm., Vol n lo 24 No.1, pp: 173-196 ad Hall, G., P, Hutchinson and N Michaelas (2004), "Determinants of the capital structure ju y th yi Hidenobu, O.and Nhung L (2011) "Fundraising behaviors of listed companies in pl al Vietnam: an estimation of the influence ofthe Government ownership" n ua Harris, M and A., Raviv (1991), "The theory of capital structure, the Journal of Finance, Vol.46, 297-355" n va ll fu Huang, Samuel G.H and Song, Frank.M (2002), "The Determinants of capital at nh structure: Evidence from China" oi m •• t to ' from Macedonian listed and unlisted companies" Joever, K., (2006) "Sources of capital structure: evidence from transition z z countries", Working Paper Series vb jm ht Jason, H and M.H., Eric (2009), Pooling vs Panel models of leverage for k American, Asian and European firms European Joumal of economics, l.c gm finance and administrative sciences, issue 15, 95-105 Joshua, A (2008), "Determinants of the capital structure o Ghanaian firms" om an Lu Khanh, B.T.N (2012), "Determinants of capital structure of listed manufacturing company: the case in Vietnam" n va Li-Ju, C & C Shun-Yu (2010), "How the pecking- order theory explain capital re structure" Liaqat, A (20 11 ), "The Determinants of Leverage of the Listed-Textile Companin India", European Journal ofBusiness and Management, Vol3 No.12 64 Linda H.Chen and J Jiang George (200 1), "The determinants of Dutch capital • t to structure choice" ng Mac, C (2010), "Resourcing Small and Medium Sized Enterprise, contributions to hi ep Management Science", Springer: Verlag Berlin Heidelberg Chapter 2, w Chapter n lo Mehmet, S and O.,Eda (2008), "Testing of pecking order theory in ISE (Istanbul ad y th stock exchange market", Journal of finance and economics, Issue 21 ju Murray, Z.F and K.G., Vidhan (2007), "Capital structure decisions: Which factors yi pl are reliably important?" al n ua Modigliani, F and M.H., Miller (1958), "The cost of capital, corporate finance and n 297 va the theory of investment", American economic review, vol 48 No.3 p.261- ll fu oi m Modigliani, F and M.H., Miller (1963), "Corporate income taxes and the cost of capital: a correlation", American economic review, vol 53, p.443-453 nh at Murray, Z.F and K.G., Vidhan (2007), "Trade-off and pecking order theories of z z debt" vb k agency costs and ownership structure" jm ht Michael, C.J and H.M., William (1976), "Theory of the firm: managerial behavior, gm Mehdi, E., K.T Chan and V.C.Yap (2011), "Impact of firm characteristics on l.c capital structure of Iranian listed firms", European Journal of economics, om Finance and Administrative sciences, Issue 42 an Lu Myers, S.C and N.S., Majluf (1984), "Corporate financing and investment n va decisions when firms have information that investors not have" Mounther, B and P.Rao, Ramesh (2004), "The role of taxes in capital structure: • evidence from taxed and non-taxed Arab economies" 65 re Myers, S.C (1984), "The capital structure puzzle, Journal of finance" Nguyen, T.D.K and N., Ramachandran (2006), "Capital Structure in Small and t to Medium-sized Enterprises: The Case of Vietnam" ng Ntogwa, N B (2012), "Do Tanzanian Companies Practice Pecking Order Theory, hi ep Agency Cost Theory or Trade-Off Theory? An Empirical Study in Tanzanian Listed Companies", International Journal of Economics and Financial Issues, w n Vol 2, No.4 lo ad Nurul, S.B., et al (2011), "Determinants of capital structure for listed construction y th companies in Malaysia" ju O'Brien, Robert M (2007), "A Caution Regarding Rules of Thumb for Variance yi pl Inflation Factors," Quality and Quantity 41(5)673-690 al ua Phuong, N.M.L (2012), "What Determines the Access to Credit by SMEs? A Case n Study in Vietnam", Journal ofManagement Research, Vol 4, No.4 va n Patrik, B (2004), "Determinants of capital structure empirical evidence from the ll fu Czech Republic" oi m Philippe, G et al (2003), "The capital structure of Swiss companies: An empirical nh at analysis using dynamic panel data" z z Pinches, G.E and Mingo, K.A (1973), "A multivariate analysis of industrial bond vb ratings", Journal of finance 28: 1-8 ht k jm Psillaki, M and D.Daskalakis, (2009), "Are the Determinants of Capital Structure gm Country or Firm Specific? Evidence from SMEs", Working Paper l.c Pervez, A.M, K Abdul, A Akbar and A Ghulam (2009), "Capital structure om determinants: an empirical study of Food & personal care industry of Pramuan, B., Jyoti P Gupta and R Rofikok (2003), "Debt and Entrenchment: n va Evidence from Thailand and Indonesia" n a Lu Pakistan" Some evidence from international data" • 66 t re Rajan, R.G & L Zingales, (1995), "What we know about capital structure? Robert A Haugen and Lemma W Senbet (1978), "The Insignificance of i t to Bankruptcy Costs to the Theory of Optimal Capital Structure", The Journal ofFinance, Vol 33, No.2, pp 383-393 ng • hi ep Schoubben and C Van Hulle (2004 ), "The determinants of Leverage; differences between quoted and non quoted firms" w n Scott, J.H (1977), "Bankruptcy, Secured debt and Optimal capital structure", lo ad Journal of finance, 32 y th ju Titman, S and R., Wessels (1988), The determinants of capital structure choice, yi Journal of finance, vol43, p.l-19 pl ua al Wald, John K (1999), "How firm characteristics affect capital structure: an n international comparison", Journal of financial Research, 22(2), 161-187 va n Wrightsman, D (1978), "Tax shield valuation and the capital structure decision", fu ll The Journal of finance, 33 (2): 650- 656 m oi Yaffee, R (2003), "A Primer for Panel Data Analysis", Information Technology nh Services, New York University, Fa112003 Edition at • z Zehra, R (2008), " Determinants of capital structure: evidence from UK panel z k jm ht vb data" om l.c gm n a Lu n va re 67 APPENDIX ' t to Auxiliary regression models used to assess the multicollinearity problems: ng hi ep ao + ~2x2it + ~3X3it+ ~4x4it+ ~sXsit x2it= ao X3it= ao + ~IXIit +~2X2it + ~4~it+ ~sXsit+ ~6X6it + Eit ~it= ao + ~IX lit +~2x2it + ~3x3it + ~sXsit + ~6x6it +Cit Xsit= ao + ~lxlit +~2x2it + ~3x3it+ ~4~it+ ~6x6it +Cit xlit= + ~6x6it +Cit + ~IX lit +~3X3it + ~4~it + ~sXsit + ~6X6it +Cit w n lo ad ju With: y th X6it= Uo + ~IXIit +~2X2it + ~3X3it + ~4~it+ ~sXsit+ + Eit yi X represents for profitability pl represents for firm size x3 represents for tangibility assets ~ represents for firm growth Xs represents for NDTS x6 represents for liquidity n ua al x2 n va ll fu oi m nh at Table 5.4: Result ofOLS model regression z z Dependent Variable: LEV ht vb Method: Panel Least Squares jm Date: 11/24112 Time: 11:16 k Sample: 2009 2011 gm Periods included: l.c Cross-sections included: 35 om Total panel (balanced) observations: 105 Prob c 0.630716 0.112574 5.602696 0.0000 PRO -0.651471 0.192687 -3.380982 0.0010 NDTS -0.541771 0.496969 -1.090151 0.2783 LGSIZE 0.010318 0.009247 1.115755 0.2673 GRO 0.000456 0.000145 3.152778 0.0021 68 t re t -Statistic n Std Error va Coefficient an Lu • Variable •\ -0.059780 0.009408 -6.354152 0.0000 TANG -0.129692 0.104441 -1.241770 0.2173 R-squared 0.459674 t to LIQ hi ep 0.566857 Adjusted R-squared 0.426593 S.D dependent var 0.197875 S.E of regression 0.149838 Akaike info criterion -0.894183 Sum squared resid 2.200240 Schwarz criterion -0.717253 Log likelihood 53.94463 Hannan-Quinn criter -0.822488 13.89535 Durbin-Watson stat 0.793326 Mean dependent var w ng • n lo ad F -statistic y th 0.000000 ju Pro b(F -statistic) yi pl ua al Table 5.5: Result of Hausman test n Correlated Random Effects - Hausman Test va Equation: Untitled n ll fu Test cross-section random effects oi m Chi-Sq Test Summary Statistic nh Cross-section random 40.791739 Chi-Sq d.f Prob at z z 0.0000 jm ht vb Cross-section random effects test comparisons: k -0.500925 0.007640 0.7684 LGSIZE 0.129546 0.036722 0.000446 0.0000 GRO 0.000309 0.000440 0.000000 0.0005 NDTS -0.208831 -0.218969 0.010432 0.9209 LIQ 0.003171 -0.023004 0.000068 0.0015 TANG 0.113276 -0.088189 0.007897 0.0234 Table 6: result offixed effect model regression " 69 t re -0.475183 n PRO va Pro b an Lu Var(Diff.) om Random l.c Fixed gm Variable t to ng ' hi ep Coefficient Std Error t-Statistic Pro b c -1.053324 0.103414 -10.18548 0.0000 PRO -0.516951 0.110441 -4.680784 0.0000 LGSIZE 0.135947 0.008107 16.76938 0.0000 ORO 0.000300 6.13E-05 4.891046 0.0000 NDTS -0.206952 0.129297 -1.600598 0.1144 -0.010873 0.004044 -2.688510 0.0091 0.084826 0.067901 1.249259 0.2161 Variable w n lo LIQ ad TANG ju y th Effects Specification yi pl Cross-section fixed (dummy variables) ua al Weighted Statistics n Mean dependent var 1.609967 Adjusted R-squared 0.982279 S.D dependent var 1.838608 S.E of regression 0.069775 Sum squared resid m 0.311589 F -statistic 145.1218 Durbin-Watson stat 2.545103 Prob(F -statistic) 0.000000 n 0.989095 va R-squared ll fu oi at nh z • z Unweighted Statistics Mean dependent var Sum squared resid 0.368485 Durbin-Watson stat k jm 0.909509 ht vb R-squared 0.566857 2.353093 gm l.c Redundant Fixed Effects Tests Equation: FIX om Test cross-section fixed effects Cross-section F 73.778125 (34,64) 0.0000 n Pro b va d.f n Statistic a Lu Effects Test re 70

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