ESTIMATION OF EFFICIENCY AND THE IMPACT OF COVID-19 ON THE EFFECT OF ACCESS TO FINANCE ON EFFICIENCY OF SMALL AND MEDIUM ENTERPRISES (SMEs) IN THE WESTERN AREA OF SIERRA LEONE
Abstract
To estimate efficiency and the impact of COVID-19 on the effect of access to finance on the efficiency of small and medium enterprises (SMEs) in the Western Area of Sierra Leone, the study adopted the stochastic frontier estimation method of determining the efficiency of firms. A model of maximum performance (capacity) was estimated using 450 SMEs randomly selected from the population of registered SMEs in the Western Area of Sierra Leone from 2018 to 2020. The model of net business earnings was estimated using the Maximum Likelihood procedure and the firm efficiencies were consequently estimated. The mean inefficiencies are estimated by various categories, including SMEs' access to bank credit to determine firm characteristics that are associated with higher mean efficiencies. The empirical results reveal that the potential of firms is determined positively by capital productivity and labour productivity and negatively by the experience of firms, the latter results suggesting that more experience does not push their production outwards but inwards. However, other factors found significant in efficiency differences among firms include gender of the head of the SME, educational level, professional training of the firm heads, sector of operation and the area of operation of the SMEs. Moreover, firm mean efficiencies are not found to vary across the three periods 2018, 2019 and 2020, suggesting the COVID-19 pandemic did not affect firm efficiencies.
JEL: F13, F15
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Akhigbe, A. and McNulty, J. E. (2003). The Profit Efficiency of Small US Commercial Banks. Journal of Banking and Finance, 2003, Vol. 27, Issue 2, 307-325
Álvarez, R. and Crespi, G. (2003). Determinants of Technical Efficiency in Small Firms in Chile. Small Business Economics, 20 (3) 233-244
Álvarez, R. and Robertson, R. (2004). Exposure to foreign markets and plant-level innovation: evidence from Chile and Mexico. J. Int. Trade Econ. Dev., 13 (1) (2004), pp. 57-87.
Arnold, J. M. and Hussinger, K. (2005). Export behavior and firm productivity in German manufacturing: a firm-level analysis. Rev. World Econ., 141 (2) (2005), pp. 219-243
Bahta, S. and Baker, D. (2015). Determinants of Profit Efficiency among Smallholder Beef Producers in Botswana. International Food and Agribusiness Management Review Volume 18 Issue 3.
Balios, D. Eriotis, N. Fragoudaki, A. and Giokas, D. (2015). Economic Efficiency of Greek Retail SMEs in a period of high fluctuations in economic activity: a DEA approach. Applied Econometrics. 47 (33) (2015), pp. 3577-3593
Barchue, W. and Aikaeli, J. (2016). Efficiency of Small and Medium-sized Enterprises in Liberia: The Case of Monrovia. Journal of Business Management 10(8)
Batra, G. and Tan, H. (2003). SME technical efficiency and its correlates: cross-national evidence and policy implications. World Bank Institute Working Paper, 9. Washington
Charoenrat, T., Harvie, C. and Amornkitvikai, Y. (2013). Thai manufacturing small and medium-sized enterprise technical efficiency: Evidence from firm-level industrial census data. Journal of Asian Economics. Volume 27, August 2013.
Clerides, S., Lach, S., and Tybout, J. R. (1998). Is Learning by exporting important? Micro-dynamic evidence from Colombia, Mexico, and Morocco. Quarterly Journal of Economics, 113(3).
Cohen, A. (1992). Antecedents of organizational commitment across occupational groups: A meta-analysis. Journal of Organizational Behaviour. Volume 13, Issue 6 November 1992
Coll-Serrano, V. and Blasco-Blasco, O. (2006). Análisis comparativo de la eficiencia de la PYME textil española: Una aproximación al efecto de la liberalización en el periodo 2004-2006. Rect@: Rev. Electrón. Comun. Trab. ASEPUMA, 12 (1) (2011).
Cortes, M., A. Berry and A. Ishaq (1987). Success in Small and Medium Scale Enterprises: The Evidence from Colombia, Baltimore, Maryland: Johns Hopkins Press
Cyree and Spurlin (2005). The effects of big-bank presence on the profit efficiency of small banks in rural markets Journal of Bank Finance, 36 (2012), pp. 2593-2603
Datta, D. K., Guthrie, J. P. and Wright, P. M. (2005). Human resource management and labor productivity: does industry matter? Acad. Manag. J., 48(1) (2005), pp. 135-145
Diamond, D. W. (1991). Monitoring and reputation: the choice between bank loans and directly placed debt J. Polit. Econ., 99(4) (1991), pp. 689-721
Dong, Y. and Men, C. (2014). SME financing in emerging markets: Firm characteristics, banking structure and institutions. Emerging Markets Finance and Trade, 50(1), 120-149
Galawat, F. and Yabe, M. (2012). Profit efficiency in rice production in Brunei Darussalam: a stochastic frontier approach. Journal of ISSAAS (International Society for Southeast Asian Agricultural Sciences), 2012, Vol. 18, No. 1.
Golovko, E. and Valentini, G. (2011). Exploring the complementarity between innovation and export for SMEs growth. J. Int. Bus. Stud., 42 (2011), pp. 362-380
Hamilton, R. T. and Fox, M. A. (1998). The financing preferences of small firm owners. Int. J. Entrepreneur Behaviour. Res., 4(3) (1998), pp. 239-248
Hiebl, M. R. (2017). Finance managers in family firms: an upper-echelons view. J. Fam. Business Management 7(2) pp. 207-220
Hill, H. and Kalirajan, K. P. (1993). Small enterprise and firm-level technical efficiency in the Indonesian garment industry. Appl. Econ., 25 (9) pp. 1137-1144.
Hussain, I., Hussain, M. and Hussain, S. (2009). Public-private partnership and SMEs development: the case of AJ and K. Pakistan. Int. Rev. Bus. Res. Pap., 5(5) (2009), pp.37-46
Hyuha, T. S., Bashaasha, B., Nkonya, E., and Kraybill, D. (2007). Analysis of Profit Inefficiency in Rice Production in Eastern and Northern Uganda. African Crop Science Journal, 15(4), 243–253
Jones-Evans, D. (2015). Access to finance to SMEs at a regional level – The case of France Wales. Venture Capital, 17(1-2), 27-41.
Jovanovic B. (1982). Selection and the evolution of industry. Econometrica: J. Econom. Soc., 50(3) pp. 649-670
Klein, S. and Bell, F. A. (2007), Non-family executives in family businesses: a literature review. Electron. J. Fam. Bus. Stud., 1(1) pp. 19-37
Kolawole, O. (2006). Determinants of Profit Efficiency Among Small Scale Rice Farmers in Nigeria: A Profit Function Approach No 25238, 2006 Annual Meeting, August 12-18, 2006, from International Association of Agricultural Economists Queensland, Australia
Kotey, B. and O’Donnell, C. J. (2002). Data envelopment analysis in small and medium enterprises: a study of the Australian food, beverages and tobacco manufacturing industry. Small Enterprises. Res., 10 (2), pp. 3-22
Le, V. and Harvie, C. (2010). How do Vietnamese’s SMEs Performs? Technical efficiency in the manufacturing sector and its sub-sectors, School of Economics, Faculty of Commerce, University of Wollongong, Australia
Liedholm, C. and D. Mead (1987). Small Scale Industries in Developing Countries: Empirical Evidence and Policy Implications, Working Paper, Department of Agricultural Economics, Michigan State University.
Little, I. M. D., Dipak Mazumdar and John Page (1987). Small Manufacturing Enterprises in Developing Countries: A Comparative Study of India and other Countries, New York: Oxford University Press
Love, J. H. and Roper, S. (2015.) SME innovation, exporting and growth: a review of existing evidence. Int. Small Bus. J., 33 (1) (2015), pp. 28-48
Lundvall, K. and Battese G. E. (2000). Firm size, age and efficiency: evidence from Kenyan manufacturing firms. J. Dev. Stud., 36 (3) (2000), pp. 146-163
Mattev, M. and Anastasov, Y. (2010). Determinants of small and medium sized fast-growing enterprises in central and Eastern Europe: a panel data analysis. Financial theory and practice, Vol. 34 No. 3.
Malerba, F. (1992). Learning by firms and incremental technical change. Econ. J., 102 (413), pp. 845-859
Mini, F. and Rodriguez, E. (2000). Technical efficiency indicators in a Philippine manufacturing sector Int. Rev. Appl. Econ., 14(4) pp. 461-473
Mohamad, R. Majid, N. A. Noh, N. F. and Ahmad M. F. (2010). Technical efficiency (TE) of small and medium (SME) food enterprises in West Malaysia. Econ. Technol. Manag. Rev., 5 (2010), pp. 51-55
Nganga, S. K.; Kungu, J.; Ridder, N. de; Herrero, M. (2010). Profit efficiency among Kenyan smallholders milk producers: a case study of Meru-South district, Kenya. African Journal of Agricultural Research 5(5).
Ogunniyi, P. (2011). Profit efficiency among maize producers in Oyo state, Nigeria. ARPN J. Agric. Biol. Sci., 6 pp. 11-17
Pearce R. E. O and Bah. A. (2023). Estimation of Efficiency and the Effect of Access to Finance on Efficiency of Small and Medium Enterprises in the Western area of Sierra Leone. Journal of Applied Finance & Banking, Vol. 14, No. 1, 2024, 1-23
Pfeffer, J. (1994). Competitive advantage through people. Calif. Manag. Rev., 36(2)
Pitt, M. M. and Lee, L. (1981). The measurement and sources of technical inefficiency in the Indonesian weaving industry. Journal of Development Economics. Volume 9, Issue 1, August 1981
Purwanto P., Manongga D., Ineke Pakereng M. A. (2014). Efficiency of Small and Medium sized Tofu Enterprises (SME) in Salatiga using Data Envelopment Analysis (DEA), International Journal of Computer Applications. (8)2
Rafiki, A. (2019). Determinants of SME growth: an empirical study in Saudi Arabia. International Journal of Organizational Analysis, September.
Salomon, R. M. and Shaver, J. M. (2005). Learning by exporting: new insights from examining firm innovation. J. Econ. Manag. Strategy, 14 (2) (2005), pp. 431-460
Segura, J. and Toledo, L. (2003). Tamaño, estructura y coste de financiación de las empresas manufactureras españolas. Investig. Econ., 27 (1)
Wagner, J. (2007). Exports and productivity: a survey of the evidence from firm-level data. World Econ., 30 (2007), pp. 60-82
Yang, J. C. (2006). The efficiency of SMEs in the global market: measuring the Korean performance. J. Policy Model. 28 (8) (2006), pp. 861-876
Yang, C. H. and Chen, K. H. (2009). Are small firms less efficient? Small Bus. Econ., 32 (4), pp. 375-395
Yusoff, W. F. W., Gafar, M., Zabri, S. M. and Omar, S. S. (2016). An Analysis of Entrepreneurial Ecosystem Among Small Medium Industries (SMEs) in Malaysia: A Proposed Model. Journal of International Business Management. Vol 10 Issue 17.
DOI: http://dx.doi.org/10.46827/ejefr.v8i2.1677
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