TECHNICAL EFFICIENCY AND PRODUCTIVITY GROWTH OF LISTED FIRMS IN EMERGING MARKETS: EVIDENCE FROM GHANA USING DEA-MALMQUIST AND DYNAMIC PANEL GMM
DOI:
https://doi.org/10.58885/ijbe.v11i1.36.roaKeywords:
GST, Indirect Tax Reform, Tax Compliance, MSMEs, Digital Infrastructure, Fiscal Policy, IndiaAbstract
This study addresses existing research gaps in the literature on technical efficiency and productivity growth among firms listed on the Ghana Stock Exchange by examining the determinants of efficiency dynamics and technological progress within Ghanaian listed enterprises. Improving firm efficiency and productivity remains central to sustainable corporate performance, competitiveness, and economic growth, particularly in emerging markets where institutional and macroeconomic constraints significantly shape business outcomes.
The study primarily evaluates the level of technical efficiency and productivity change of listed firms in Ghana and further investigates the firm-specific and macroeconomic factors driving productivity growth, efficiency improvement, and technological advancement. Drawing on the efficiency and productivity literature, the study identifies key operational, financial, and environmental variables that influence firm performance within the Ghanaian corporate sector.
Using panel data from the audited financial statements of 30 out of 37 listed firms on the Ghana Stock Exchange, selected based on data availability, the study applies Data Envelopment Analysis (DEA) frontier techniques to estimate technical efficiency scores and Malmquist productivity indices for measuring productivity change and technological progress. To examine the determinants of productivity, efficiency, and technological change, the study employs a dynamic panel System Generalized Method of Moments (System GMM) estimator to address potential endogeneity and persistence effects.
The empirical findings reveal that most listed firms operate below the efficient production frontier, indicating substantial room for improvement in technical efficiency and productivity performance. The results further show that firm-specific characteristics and macroeconomic conditions exert heterogeneous effects on productivity growth, efficiency change, and technological progress. In particular, managerial capability, institutional innovation, capital utilization, and macroeconomic stability emerge as critical drivers of firm performance.
The study recommends that management should adopt productivity-enhancing strategies through workforce efficiency improvements, technological innovation, and stronger institutional capacity building to improve operational performance. Additionally, firms should strengthen internal research and strategic planning capabilities to better respond to macroeconomic fluctuations and industry-specific shocks. The findings provide important implications for corporate managers, investors, regulators, and policymakers seeking to enhance firm competitiveness and long-term productivity growth in Ghana.
References
Adeyinka, A. E., & Ikande, O. E. (2020). Effect of corporate social responsibility reporting on profitability of selected manufacturing firms in Nigeria.
Adeyinka, A. J. (2020). Corporate social responsibility and financial performance of commercial banks: Evidence from 45 countries. International Journal of Finance and Economics, 25(4), 567–584.
Ahn, S. Y., & Park, D. J. (2018). Corporate social responsibility and corporate longevity: The mediating role of social capital and moral legitimacy in Korea. Journal of Business Ethics, 150(1), 117–134.
Abebe, M. A., & Tangpong, C. (2018). Founder‐CEOs and corporate turnaround among declining firms. Corporate Governance: An International Review, 26(1), 45–57.
Akhavein, J. D., Allen N. Berger, & Humphrey, D. B. (1997). The effects of megamergers on efficiency and prices: Evidence from a bank profit function. Review of Industrial Organization, 12(1), 95–139.
Amata, E. O., Bassey, G. E., & Udo, J. E. (2016). Macroeconomic variables and stock market performance in emerging economies: Evidence from Ghana. African Development Review, 28(3), 245–258.
Amata, E. O., Muturi, W., & Mbewa, M. (2016). The causal relationship between inflation, interest rate and stock market volatility in Kenya. European Journal of Business, Economics and Accountancy, 4(6), 10–23.
Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968
Awa, H. O., Etim, W., & Ogbonda, E. (2024). Stakeholders, stakeholder theory and corporate social responsibility (CSR). International Journal of Corporate Social Responsibility, 9(1), 11.
Balk, B. M. (2021). Productivity. Springer International Publishing.
Barauskaite, G., & Streimikiene, D. (2021). Corporate social responsibility and financial performance of companies: The puzzle of concepts, definitions and assessment methods. Corporate Social Responsibility and Environmental Management, 28(1), 278–287.
Bauer, P. W., Allen N. Berger, Ferrier, G. D., & Humphrey, D. B. (1998). Consistency conditions for regulatory analysis of financial institutions: A comparison of frontier efficiency methods. Journal of Economics and Business, 50(2), 85–114.
Belgasem-Hussain, A. A., & Hussaien, Y. I. (2023). Earnings management as an ethical issue in view of Kohlberg’s theory of moral reasoning. Journal of Financial Crime, 30(2), 522–535.
Berger, A. N., Cummins, J. D., Weiss, M. A., & Zi, H. (2000). Conglomeration versus strategic focus: Evidence from the insurance industry. Journal of Financial Intermediation, 9(4), 323–362.
Berger, A. N., & Humphrey, D. B. (1997). Efficiency of financial institutions: International survey and directions for future research. European Journal of Operational Research, 98(2), 175–212. https://doi.org/10.1016/S0377-2217(96)00342-6
Braglia, M., Castellano, D., Frosolini, M., Gallo, M., & Marrazzini, L. (2021). Revised overall labour effectiveness. International Journal of Productivity and Performance Management, 70(6), 1317–1335.
Briec, W. (2021). Revenue growth and firm efficiency: Empirical evidence from corporate performance studies. Journal of Productivity Analysis, 55(2), 189–204.
Bushe, B. (2019). The causes and impact of business failure among small to micro and medium enterprises in South Africa. Africa’s Public Service Delivery and Performance Review, 7(1), 1–26.
Camilleri, M. A. (2018). A cost-benefit analysis of ISO’s standard on social responsibility: A review and appraisal. In ISO 26000-A Standardized View on Corporate Social Responsibility: Practices, Cases and Controversies (pp. 159–175).
Caves, D. W., Christensen, L. R., & Diewert, W. E. (1982). The economic theory of index numbers and the measurement of input, output, and productivity. Econometrica, 50(6), 1393–1414. https://doi.org/10.2307/1913388
Charnes, A., & Cooper, W. W. (1962). Programming with linear fractional functionals. Naval Research Logistics Quarterly, 9(3–4), 181–186. https://doi.org/10.1002/nav.3800090303
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8
Coelho, A. (2023). Corporate social responsibility and long-term firm competitiveness: New evidence from emerging markets. Journal of Business Ethics, 184(1), 115–132.
Coelho, R., Jayantilal, S., & Ferreira, J. J. (2023). The impact of social responsibility on corporate financial performance: A systematic literature review. Corporate Social Responsibility and Environmental Management, 30(4), 1535–1560.
Daferighe, E. E., & Sunday, E. A. (2012). The impact of inflation on stock market performance in Nigeria. American Journal of Social and Management Sciences, 3(2), 76–82.
Dartey-Baah, K. (2021). Corporate social responsibility and firm performance in developing economies: Evidence from Ghana. International Journal of Business and Social Science, 12(3), 45–58.
Dartey-Baah, K., & Amoako, G. K. (2021). A review of empirical research on corporate social responsibility in emerging economies. International Journal of Emerging Markets, 16(7), 1330–1347.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253–290. https://doi.org/10.2307/2343100
Färe, R., Grosskopf, S., Lindgren, B., & Roos, P. (1992). Productivity changes in Swedish pharmacies 1980–1989: A non-parametric Malmquist approach. Journal of Productivity Analysis, 3(1–2), 85–101. https://doi.org/10.1007/BF00158770
Färe, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84(1), 66–83.
Feng, M. (2017). Corporate social responsibility and firm productivity: Evidence from manufacturing firms. Journal of Cleaner Production, 142, 427–438.
Fernández, A. I. (2019). Firm size and productivity growth: New evidence from panel data analysis. Applied Economics, 51(18), 1954–1968.
Freeman, R. E., & Reed, D. L. (1983). Stockholders and stakeholders: A new perspective on corporate governance. California Management Review, 25(3), 88–106.
Kebewar, M. (2013). The effect of corporate tax on profitability: Evidence from France. Applied Economics Letters, 20(9), 878–882.
Khan, M. A. (2014). Macroeconomic variables and stock market performance: Evidence from emerging economies. Journal of Economic Studies, 41(2), 200–215.
Khan, S. U. (2023). Corporate social responsibility and technical efficiency of listed firms: Evidence from developing economies. Sustainability, 15(4), 2331–2348.
Madau, F. A. (2017). Technical efficiency and productivity in firms: Drivers and implications for policy. Journal of Economic Structures, 6(1), 1–18.
Millon, D. (2011). Corporate social responsibility and the dynamics of stakeholder governance. Wake Forest Law Review, 46(2), 523–543.
Rhee, M. (2021). Stakeholder pressure and symbolic CSR engagement: Evidence from listed firms. Business Strategy and the Environment, 30(6), 2768–2783.
Shephard, R. W. (1970). Theory of cost and production functions. Princeton University Press.
Shin, Y. (2022). Corporate reputation, employee commitment and financial performance: Revisiting the CSR-performance nexus. Corporate Social Responsibility and Environmental Management, 29(5), 1342–1356.
Simar, L., & Wilson, P. W. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models. Management Science, 44(1), 49–61. https://doi.org/10.1287/mnsc.44.1.49
Simar, L., & Wilson, P. W. (1999). Estimating and bootstrapping Malmquist indices. European Journal of Operational Research, 115(3), 459–471. https://doi.org/10.1016/S0377-2217(98)00073-7
Simar, L., & Wilson, P. W. (2000). Statistical inference in nonparametric frontier models: The state of the art. Journal of Productivity Analysis, 13(1), 49–78.
Singh, T. (2010). Macroeconomic factors and stock returns: Evidence from developing markets. Global Business Review, 11(2), 123–139.
Taymaz, E. (2005). Are small firms really less productive? Small Business Economics, 25(5), 429–445.
Vuong, Q. H. (2023). Corporate social responsibility, customer satisfaction and market performance in emerging economies. Heliyon, 9(2), e13245.
Wijesiri, M., Yaron, J., & Meoli, M. (2015). Assessing the financial and outreach efficiency of microfinance institutions: Do age and size matter? Journal of Multinational Financial Management, 29, 63–76.
Windmeijer, F. (2005). A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics, 126(1), 25–51. https://doi.org/10.1016/j.jeconom.2004.02.005
Yenesew, A. (2014). Firm size and performance: Evidence of diseconomies of scale in emerging firms. International Journal of Business and Economics Research, 3(6), 221–229.
Zeitun, R., & Tian, G. G. (2007). Capital structure and corporate performance: Evidence from Jordan. Australasian Accounting Business and Finance Journal, 1(4), 40–61.
Zhang, Y. (2022). Technological innovation, risk-taking and firm performance: Evidence from listed firms. Research in International Business and Finance, 61, 101648.
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