The moderating role of firm size and interest rate in capital structure of the firms: selected sample from sugar sector of Pakistan
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Received July 15, 2020;Accepted November 18, 2020;Published December 15, 2020
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Author(s)Link to ORCID Index: https://orcid.org/0000-0001-9449-1047Link to ORCID Index: https://orcid.org/0000-0003-3914-6755Link to ORCID Index: https://orcid.org/0000-0001-9472-5878Link to ORCID Index: https://orcid.org/0000-0002-1602-4782Link to ORCID Index: https://orcid.org/0000-0003-1399-6129
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DOIhttp://dx.doi.org/10.21511/imfi.17(4).2020.29
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Article InfoVolume 17 2020, Issue #4, pp. 341-355
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Cited by4 articlesJournal title: Humanities and Social Sciences CommunicationsArticle title: Macroeconomic factors, working capital management, and firm performance—A static and dynamic panel analysisDOI: 10.1057/s41599-021-00778-xVolume: 8 / Issue: 1 / First page: / Year: 2021Contributors: Sarfraz Hussain, Van Chien Nguyen, Quang Minh Nguyen, Huu Tinh Nguyen, Thu Thuy NguyenJournal title:Article title:DOI:Volume: / Issue: / First page: / Year:Contributors:Journal title: Innovative MarketingArticle title: Relationship between marketing strategy and profitability in industrial firms: Evidence from JordanDOI: 10.21511/im.19(2).2023.02Volume: 19 / Issue: 2 / First page: 17 / Year: 2023Contributors: Mohammad Fawzi ShubitaJournal title: European Business ReviewArticle title: Does corporate green innovation unlock financial doors? The mediating role of environmental performanceDOI: 10.1108/EBR-01-2024-0048Volume: / Issue: / First page: / Year: 2024Contributors: Mohammad A.A. Zaid, Ayman Issa, Fitim Deari, Ploypailin Kijkasiwat, Vijay Kumar
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The selection of financing is a top priority for businesses, particularly in short- and long-term investment decisions. Mixing debt and equity leads to decisions on the financial structure for businesses. This research analyzes the moderate position of company size and the interest rate in the capital structure over six years (2013–2018) for 29 listed Pakistani enterprises operating in the sugar market. This research employed static panel analysis and dynamic panel analysis on linear and nonlinear regression methods. The capital structure included debt to capital ratio, non-current liabilities, plus current liabilities to capital as a dependent variable. Independent variables were profitability, firm size, tangibility, Non-Debt Tax Shield, liquidity, and macroeconomic variables were exchange rates and interest rates. The investigation reported that profitability, firm size, and Non-Debt Tax Shield were significant and negative, while tangibility and interest rates significantly and positively affected debt to capital ratio. This means the sugar sector has greater financial leverage to manage the funding obligations for the better performance of firms. Therefore, the outcomes revealed that the moderators have an important influence on capital structure.
- Keywords
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JEL Classification (Paper profile tab)G32, L11, L14
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References66
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Tables5
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Figures1
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- Figure 1. Conceptual framework
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- Table 1. Empirical literature review
- Table 2. Descriptive statistics
- Table 3. Correlation matrix
- Table 4. Linear regression model
- Table 5. Nonlinear regression
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- Al-Hunnayan, S. H. (2020). The capital structure decisions of Islamic banks in the GCC. Journal of Islamic Accounting and Business Research, 11(3), 745-764.
- Almendros, J. A. C., & Mira, F. S. (2018). Costs of debt, tax benefits, and a new measure of non-debt tax shields: examining debt conservatism in Spanish listed firms. Revista de Contabilidad-Spanish Accounting Review, 21(2), 162-175.
- Alonso-Borrego, C., & Arellano, M. (1999). Symmetrically normalized instrumental-variable estimation using panel data. Journal of Business & Economic Statistics, 17(1), 36-49.
- Arsov, S., & Naumoski, A. (2016). Determinante strukture kapitala: empirijska studija kompanija iz odabranih post-tranzicijskih ekonomija. Zbornik radova Ekonomskog fakulteta u Rijeci: časopis za ekonomsku teoriju i praksu, 34(1), 119-146.
- Baum, C. F., Schaffer, M. E., & Stillman, S. (2003). Instrumental variables and GMM: Estimation and testing. The Stata Journal, 3(1), 1-31.
- Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143.
- Bokpin, G. A. (2009). Macroeconomic development and capital structure decisions of firms. Studies in Economics and Finance, 26(2), 129-142.
- Bowsher, C. G. (2002). On testing overidentifying restrictions in dynamic panel data models. Economics Letters, 77(2), 211-220.
- Céspedes, L. F., Chang, R., & Velasco, A. (2017). Financial intermediation, real exchange rates, and unconventional policies in an open economy. Journal of International Economics, 108, S76-S86.
- Chakrabarti, An., & Chakrabarti, Ah. (2019). The capital structure puzzle-evidence from the Indian energy sector. International Journal of Energy Sector Management, 13(1), 2-23.
- Chatterjee, A. (2020). Financial inclusion, information and communication technology diffusion, and economic growth: a panel data analysis. Information Technology for Development, 1-29.
- Chen, L.-J., & Chen, S.-Y. (2011). The influence of profitability on firm value with capital structure as the mediator and firm size and industry as moderators. Investment Management and Financial Innovations, 8(3), 121-129.
- Chen, Z., & Duchin, R. (2019). Do non-financial firms use financial assets to risk-shift? Evidence from the 2014 oil price crisis (Working paper). University of Washington.
- Chen, Z., Harford, J., & Kamara, A. (2019). Operating leverage, profitability, and capital structure. Journal of Financial and Quantitative Analysis, 54(1), 369-392.
- Chunrong, A., & Norton, E. C. (2003). Interaction terms in Logit and Probit models. Econоmics Letters, 80(1), 123-129.
- Clemente-Almendros, J. A., & Sogorb-Mira, F. (2016). The effect of taxes on the debt policy of spanish listed companies. SERIEs, 7(3), 359-391.
- Çoban, S., & Topcu, M. (2013). The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis. Energy Economics, 39, 81-88.
- Desai, J., & Desai, R. (2020). Capital Structure and Profitability: Correlation study for Bank NIFTY. Our Heritage, 68(22), 16-21.
- Eysimkele, A. R., & Koori, J. M. (2019). Financial Leverage and Performance of the Agricultural Companies Listed at Nairobi Securities Exchange, Kenya. Journal of Finance and Accounting, 3(5), 76-88.
- Galstyan, V., & Velic, A. (2017). Debt thresholds and real exchange rates: An emerging market perspective. Journal of International Money and Finance, 70, 452-470.
- Goel, S. (2019). Macro-Economic Factors and Capital Structure Decisions of Listed Companies: An Empirical Study for the Indian Economy. Corporate Governance, 1(1).
- Goh, C. F., Tai, W. Y., Rasli, A., Tan, O. K., & Zakuan, N. (2018). The determinants of capital structure: evidence from Malaysian companies. International Journal of Supply Chain Management, 7(3), 225-230.
- Grozdić, V., Marić, B., Radišić, M., Šebestová, J., & Lis, M. (2020). Capital Investments and Manufacturing Firms’ Performance: Panel-Data Analysis. Sustainability, 12(4), 1689.
- Guo, J., & Zhao, C. (2017). Impacting Factors of the Chinese Military Enterprises’ Capital Structure and Approaches of Importing Private Capital. Defence and Peace Economics, 30(7), 858-876.
- Hambuckers, J., & Ulm, M. (2020). Interest rate differentials and the dynamic asymmetry of exchange rates.
- Heid, B., Langer, J., & Larch, M. (2012). Income and democracy: Evidence from system GMM estimates. Economics Letters, 116(2), 166-169.
- Ibrahim, H., & Lau, T.-C. (2019). The determinants of financial leverage for surviving listed companies in Malaysia. International Journal of Business and Society, 20(1), 75-94.
- Ibrahim, M. (2017). Capital Structure and Firm Value in Nigerian Listed Manufacturing Companies: An Empirical Investigation Using Tobin’s Q Model. International Journal of Innovative Research in Social Sciences & Strategic Management Techniques, 4(2), 112-125.
- Iqbal, U., & Usman, M. (2018). Impact of Financial Leverage on Firm Performance: Textile Composite Companies of Pakistan. SEISENSE Journal of Management, 1(2), 70-78.
- Kinyua, J. B., & Muriu, P. W. (2017). Determinants of Capital Structure of Agricultural Firms in Kenya. European Scientific Journal, ESJ, 13(7).
- Lei, L. (2020). Research on the Impact of Tax Shield Effect on Corporate Capital Structure – Empirical Analysis Based on A-Share Listed Companies. Modern Economy, 11(1), 126-139.
- Leland, H. E. (1994). Corporate debt value, bond covenants, and optimal capital structure. The Journal of Finance, 49(4), 1213-1252.
- Li, W., Krause, R., Qin, X., Zhang, J., Zhu, H., Lin, S., & Xu, Y. (2018). Under the microscope: An experimental look at board transparency and director monitoring behavior. Strategic Management Journal, 39(4), 1216-1236.
- Li, X., Tian, L., Han, L., & Cai, H. H. (2019). Interest rate regulation, earnings transparency, and capital structure: evidence from China. International Journal of Emerging Markets.
- Li, Y., & Singal, M. (2019). Capital structure in the hospitality industry: The role of the asset-light and fee-oriented strategy. Tourism Management, 70, 124-133.
- M’ng, J. C. P., Rahman, M., & Sannacy, S. (2017). The determinants of capital structure: Evidence from public listed companies in Malaysia, Singapore and Thailand. Cogent Economics & Finance, 5(1), 1418609.
- Ma, X., & Fu, Q. (2020). The Influence of Financial Development on Energy Consumption: Worldwide Evidence. International Journal of Environmental Research and Public Health, 17(4), 1428.
- Mayuri, T., & Kengatharan, L. (2019). Determinants of Capital Structure: Evidence from Listed Manufacturing Companies in Sri Lanka. SCMS Journal of Indian Management, 16(1), 43-56.
- Mirza, D. (2015). Capital structure determinants in Europe: The effect of profitability and the moderating role of firm size (Bachelor’ thesis, University of Twente).
- Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance, and the theory of investment. The American Economic Review, 48(3), 261-297.
- Muigai, R. G., & Muriithi, J. G. (2017). The moderating effect of firm size on the relationship between capital structure and financial distress of non-financial companies listed in Kenya. Journal of Finance and Accounting, 5(4), 151-158.
- Mulyadi, D., & Sihabudin, O. S. (2020). Analysis of Current Ratio, Net Profit Margin, and Good Corporate Governance against Company Value. Systematic Reviews in Pharmacy, 11(1), 588-600.
- Nasution, A. A., Siregar, I., & Panggabean, R. (2017). The Effect of Profitability, Asset Tangibility, Corporate Tax, Non-Debt Tax Shield, and Inflation upon the Financial Capital Structure of the Manufacturing Companies listed on the Indonesian Stock Exchange. Paper presented at International Conference on Business and Management Research (ICBMR 2017). Atlantis Press.
- Nguyen, T. T., Nguyen, V. C., & Tran, T. N. (2020). Oil price shocks against stock return of oil and gas-related firms in the economic depression: a new evidence from a copula approach. Cogent Economics & Finance, 8(1), 1799908.
- Nguyen, V. C., & Do, T. T. (2020). Impact of exchange rate shocks, inward FDI and import on export performance: a cointegration analysis. The Journal of Asian Finance, Economics, and Business, 7(4), 163-171.
- Nyblom, J. (1989). Testing for the constancy of parameters over time. Journal of the American Statistical Association, 84(405), 223-230.
- Rao, M., Khursheed, A., & Mustafa, F. (2020). The impact of concentrated leverage and ownership on firm performance: a case in Pakistan. LogForum, 16(1).
- Rao, P., Kumar, S., & Madhavan, V. (2019). A study on factors driving the capital structure decisions of small and medium enterprises (SMEs) in India. IIMB Management Review, 31(1), 37-50.
- Reed, W. R., & Ye, H. (2007). A Monte Carlo evaluation of some common panel data estimators when serial correlation and cross-sectional dependence are both presents.
- Reed, W. R., & Ye, H. (2011). Which panel data estimator should I use? Applied Economics, 43(8), 985-1000.
- Roodman, D. (2006). How to do xtabond2: an introduction to ‘Difference’ and ‘System’ GMM (Stata Center for Global Development Working Paper, 103).
- Roodman, D. (2009). Practitioners corner a note on the theme of too many instruments. Oxford Bulletin of Economics and Statistics, 71(1), 135-158.
- Sari, I. A. G. D. M., & Sedana, I. B. P. (2020). Profitability and liquidity on firm value and capital structure as an intervening variable. International Research Journal of Management, IT and Social Sciences, 7(1), 116-127.
- Shah, M. H., & Khan, A. (2017). Factors determining the capital structure of Pakistani non-financial firms. International Journal of Business Studies Review, 2(1), 46-59.
- Singla, H. K. (2020). Does VAIC affect the profitability and value of a real estate and infrastructure firms in India? A panel data investigation. Journal of Intellectual Capital.
- Staking, K. B., & Babbel, D. F. (1995). The relation between capital structure, interest rate sensitivity, and market value in the property-liability insurance industry. Journal of Risk and Insurance, 690-718.
- Submitter, G., Sari, M., Siska, N., & Sulastri, S. (2019). Firm Size as Moderator to Capital Structure-Its Determinants Relations. J. Fin. Bank. Review, 4(3), 108-115.
- Tran, T. N., Nguyen, T. T., Nguyen, V. C., & Vu, T. T. H. (2020). Energy consumption, economic growth and trade balance in East Asian - A panel data approach. International Journal of Energy Economics and Policy, 10(4), 443-449.
- Ur Rehman, Z. (2016). Impact of macroeconomic variables on capital structure choice: a case of the textile industry of Pakistan. The Pakistan Development Review, 227-239.
- Vo, X. V. (2017). Determinants of capital structure in emerging markets: Evidence from Vietnam. Research in International Business and Finance, 40, 105-113.
- Windmeijer, F. (2005). A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics, 126(1), 25-51.
- Yazdanfar, D., Öhman, P., & Homayoun, S. (2019). The financial crisis and SME capital structure: Swedish empirical evidence. Journal of Economic Studies, 46(4), 925-941.
- Yildirim, R., Masih, M., & Bacha, O. I. (2018). Determinants of capital structure: evidence from Shari’ah compliant and non-compliant firms. Pacific-Basin Finance Journal, 51, 198-219.
- Youn, H., Hua, N., & Lee, S. (2015). Does size matter? Corporate social responsibility and firm performance in the restaurant industry. International Journal of Hospitality Management, 51, 127-134.
- Zhang, D., & Wang, H. (2020, January). Research on Threshold Effect of Housing Price on Real Estate Inventory. In 5th International Conference on Economics, Management, Law, and Education (EMLE 2019) (pp. 295-300). Atlantis Press.
- Zulvia, Y., & Linda, M. R. (2019). The Determinants of Capital Structure in Manufacturing Companies Listed on the Indonesia Stock Exchange with the Firms’ Size as a Moderating Variable. KnE Social Sciences, 715-735.
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Data curation
Sarfraz Hussain, Abdul Quddus
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Formal Analysis
Sarfraz Hussain, Abdul Quddus, Pham Phat Tien
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Investigation
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Sarfraz Hussain, Abdul Quddus, Pham Phat Tien, Muhammad Rafiq
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Writing – original draft
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The present study contributes to existing literature by presenting one of the very recent findings on this topic while simultaneously testing the validity of recent local and international methodologies, in order to inform policy change. -
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