Sectoral and Firm-Level Determinants of Profitability: A Multilevel Approach
The paper aimed to contribute to the literature on the determinants of firm profitability, from the perspective of the Czech economy. We followed a multilevel/hierarchical approach towards the analysis of the sectoral and firm-level determinants of the profitability of companies operating in the Czech food processing industry during years 2005-2012 (622 Firms in 10 Sectors). We assessed an impact of industry (i.e. market concentration, sector growth rate and growth rate of imports) and firm-level characteristics (i.e. market share, firm age, firm size, number of employees, debt/equity ratio and short-term risk) on the return on assets (ROA). Surprisingly, there were no substantial differences between the separate models for industry and firm-level determinants and a combined one. We found a positive impact of market concentration and market share and a negative effect of age and risk-taking behaviour on a firm profitability. Based on these findings, managers in the Czech food and drink industry should pay more attention to the debt policy.
Keywords
- Blazkova, I. & Dvoulety, O. (2018). Sectoral and firm-level determinants of profitability: A multilevel approach. International Journal of Entrepreneurial Knowledge, 6(2), 32-44. doi: 10.2478/IJEK-2018-0012
- Adamek, P., Bauerova, R., Kadlubcova, J., & Zapletalova, S. (2017). The Business Excellence Models in Czech Enterprises: The Effects of Business Strategy on Performance. Central European Business Review, 6(4), 20-29.
- Asimakopoulos, I., Samitas, A., & Papadogonas, T. (2009). Firm-specific and economy wide determinants of firm profitability: Greek evidence using panel data. Managerial Finance, 35(11), 930-939.
- Bain, J. S. (1968). Industrial Organization. 2nd Edition. Wiley, New York.
- Bamiatzi, V., Bozos, K., Cavusgil, S. T., & Hult, G. T. M. (2016). Revisiting the firm, industry, and country effects on profitability under recessionary and expansion periods: A multilevel analysis. Strategic management journal, 37(7), 1448-1471.
- Bernard, J. (2011). Endogenní rozvojove potencialy malych venkovskych obci – obtizne hledani a mereni jejich vlivu. Sociologicky casopis/Czech Sociological Review, 47(04), 745-775.
- Bisnode (2017). MagnusWeb. Bisnode Ceska republika, a.s. Retrieved from https://magnusweb.bisnode.cz/ (Consulted: 05 April 2017).
- Blazkova, I. (2016). Convergence of Market Concentration: Evidence from Czech Food Processing Sectors. AGRIS on-line Papers in Economics and Informatics, 8(4), 25-36.
- Blazkova, I., & Dvoulety, O. (2017a). Is the price-cost margin affected by the market concentration? Evidence from the Czech food and beverages industry. Business and Economic Horizons, 13(2), 256-269.
- Blazkova, I., & Dvoulety, O. (2017b). Drivers of ROE and ROA in the Czech Food Processing Industry in the Context of Market Concentration. AGRIS on-line Papers in Economics and Informatics, 9(3), 3-14.
- Blazkova, I., & Dvoulety, O. (2018a). Investigating the Differences in Entrepreneurial Success through the Firm-specific Factors: Microeconomic Evidence from the Czech Food Industry. Journal of Entrepreneurship in Emerging Economies (in print).
- Blazkova, I., & Dvoulety (2018b). The causes of firm performance variation in the Czech food processing industry in the context of the outlier effect. Management Research Review, 41(8), 968-986.
- Brealey, R., Myers, S., & Allen, F. (2017). Principles of Corporate Finance. 12th Edition, McGraw-Hill Education.
- Burger, A., Damijan, J. P., Kostevc, C., & Rojec, M. (2017). Determinants of firm performance and growth during economic recession: The case of Central and Eastern European countries. Economic Systems, 41(4), 569-590.
- Chaddad, F. R., & Mondelli, M. P. (2013). Sources of Firm Performance Differences in the US Food Economy. Journal of Agricultural Economics, 64(2), 382-404.
- Claver, E., Molina, J., & Tari, J. (2002). Firm and Industry Effects on Firm Profitability: a Spanish Empirical Analysis. European Management Journal, 20(3), 321-328.
- Czech Statistical Office (2017). Statistical Yearbook of the Czech Republic 2017. Retrieved from https://www.czso.cz/csu/czso/statistical-yearbook-of-the-czech-republic (Consulted: 10 March 2018).
- Daher, L., & Le Saout, E. (2015). The Determinants of the Financial Performance of Microfinance Institutions: Impact of the Global Financial Crisis. Strategic Chance, 24(2), 131-148.
- Davidova, S., & Gorton, M. (2017). Integration with the European Union and the Competitiveness of the Bulgarian Agro-Food Sector. In Agriculture and East-west European Integration (135-170). Routledge.
- Ericson, R., & Pakes, A. (1995). Markov-perfect industry dynamics: A framework for empirical work. Review of Economic Studies, 62(1), 53-82.
- European Commission (2016). Eurostat. Structural Business Statistics. Retrieved from http://ec.europa.eu/eurostat/data/database (Consulted: 8 November 2016).
- Farris, P. W., Bendle, N., Pfeifer, P., & Reibstein, D. (2010). Marketing metrics: The definitive guide to measuring marketing performance. Pearson Education.
- FoodDrink Europe (2016). Data & trends of the European food and drink industry 2016. Confederation of the Food and Drink Industries of the EU, Brussels, Belgium. Retrieved from http://www.fooddrinkeurope.eu/uploads/publications_documents/Data_and_trends_Interactive_PDF.pdf (Consulted: 10 November 2016).
- Gërguri‐Rashiti, S., Ramadani, V., Abazi‐Alili, H., Dana, L. P., & Ratten, V. (2017). ICT, innovation and firm performance: the transition economies context. Thunderbird International Business Review, 59(1), 93-102.
- Giannakis, E., & Bruggeman, A. (2015). The highly variable economic performance of European agriculture. Land Use Policy, 45, 26-35.
- Goddard, J. A., Tavakoli, M., & Wilson, J. O. S. (2009). Sources of variation in firm profitability and growth. Journal of Business Research, 62(4), 495–508.
- Hair Jr, J. F., Sarstedt, M., Hopkins, L., & G. Kuppelwieser, V. (2014). Partial least squares structural equation modeling (PLS-SEM) An emerging tool in business research. European Business Review, 26(2), 106-121.
- Hirsch, S., & Schiefer, J. (2016). What Causes Firm Profitability Variation in the EU Food Industry? A Redux of Classical Approaches of Variance Decomposition. Agribusiness, 32(1), 79-92.
- Hirsch, S., Schiefer, J., Gschwandtner, A., & Hartmann, M. (2014). The determinants of firm profitability differences in EU food processing. Journal of Agricultural Economics, 65(3), 703-721.
- Hox, J. J., Moerbeek, M., & van de Schoot, R. (2017). Multilevel analysis: Techniques and applications. Routledge.
- Hult, G. T. M., Ketchen, D. J., Griffith, D. A., Chabowski, B. R., Hamman, M. K., Dykes, B. J. & Cavusgil, S. T. (2008). An assessment of the measurement of performance in international business research. Journal of International Business Studies, 39(6), 1064-1080.
- Huta, V. (2014). When to use hierarchical linear modelling. Quant Methods Psychol, 10(1), 13-28.
- Choi, Y. S., & Lim, U. (2017). Contextual factors affecting the innovation performance of manufacturing SMEs in Korea: A structural equation modelling approach. Sustainability, 9(7), 1193.
- Kocsis, J., & Major, K. (2018). A General Overview of Agriculture and Profitability in Agricultural Enterprises in Central Europe. In Managing Agricultural Enterprises (243-265). Palgrave Macmillan, Cham.
- Lin, F. J., Chen, Y. M., & Lo, F. Y. (2014). The persistence of economic profit. International Entrepreneurship and Management Journal, 10(4), 767-780.
- Liu, O. L., Lee, H. S., & Linn, M. C. (2010). An investigation of teacher impact on student inquiry science performance using a hierarchical linear model. Journal of Research in Science Teaching, 47(7), 807-819.
- Macher, J. T., & Mayo, J. W. (2015). Influencing public policymaking: Firm‐, industry‐, and country‐level determinants. Strategic Management Journal, 36(13), 2021-2038.
- Mavrogiannis, M., Bourlakis, M. A., Dawson, P. J., & Ness, M. R. (2008). Assessing export performance in the Greek food and beverage industry: An integrated structural equation model approach. British Food Journal, 110(7), 638-654.
- Ministry of Agriculture of the Czech Republic (2008). Panorama potravinarskeho prumyslu 2007. Retrieved from http://eagri.cz/public/web/mze/potraviny/publikace-a-dokumenty/panorama-potravinarskeho-prumyslu/panorama-potrav-prumyslu-2007.html (Consulted: 23 March 2015).
- Ministry of Agriculture of the Czech Republic (2015). Panorama potravinarskeho prumyslu 2014. Retrieved from http://eagri.cz/public/web/mze/potraviny/publikace-a-dokumenty/panorama-potravinarskeho-prumyslu/panorama-potravinarskeho-prumyslu-2013.html (Consulted: 10 June 2015).
- Newmark, C. M. (2004). Price-concentration Studies: There You Go Again. Retrieved from https://www.researchgate.net/profile/Craig_Newmark/publication/251710681_Price-Concentration_Studies_There_You_Go_Again (Consulted: 25 March 2016).
- Ozkaya, H. E., Dabas, C., Kolev, K., Hult, G. T. M., Dahlquist, S. H., & Manjeshwar, S. A. (2013). An assessment of hierarchical linear modeling in international business, management, and marketing. International Business Review, 22(4), 663-677.
- Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (Vol. 1). Sage.
- Rehman, O. U. (2017). Firms' Aggressiveness and Respective Performance: An Empirical Study under Pakistani Scenery. International Journal of Entrepreneurial Knowledge, 5(1), 5-19.
- Richard, P. J., Devinney, T. M., Yip, G. S., & Johnson, G. (2009). Measuring organizational performance: Towards methodological best practice. Journal of Management, 35(3), 718-804.
- Roeser, S. (2012). Handbook of risk theory: Epistemology, decision theory, ethics, and social implications of risk. Springer Science & Business Media.
- Sauka, A. (2014). Measuring the competitiveness of Latvian companies. Baltic Journal of Economics, 14(1-2), 140-158.
- Setiawan, M., Emvalomatis, G., & Lansink, A. O. (2012). Industrial concentration and price-cost margin of the Indonesian food and beverages sector. Applied Economics, 44(29), 3805-3814.
- Shen, J., Washington, A. L., Bierlein Palmer, L., & Xia, J. (2014). Effects of traditional and nontraditional forms of parental involvement on school-level achievement outcome: An HLM study using SASS 2007–2008. The Journal of Educational Research, 107(4), 326-337.
- Sivasubramaniam, N., & Kara, A. (2015). A Structural Equation Model of the Relationship between Advertising, Profitability and Size. In Proceedings of the 1993 Academy of Marketing Science (AMS) Annual Conference, 547-552, Springer International Publishing.
- Sørensen, J. B., & Stuart, T. E. (2000). Aging, obsolescence, and organizational innovation. Administrative science quarterly, 45(1), 81-112.
- Soukup, P. (2006). Proc uzivat hierarchicke linearni modely? Sociologicky casopis/Czech Sociological Review, 42(05), 987-1012.
- Strouhal, J., Stamfestova, P., Kljucnikov, A., & Vincúrova, Z. (2018). Different Approaches to the EBIT Construction and their Impact on Corporate Financial Performance Based on the Return on Assets: Some Evidence from Czech TOP100 Companies. Journal of Competitiveness, 10(1), 144-154.
- Tong, T., Yu, T. E., Jensen, K., De La Torre Ugarte, D., & Cho, S. H. (2016). Impact of Public Infrastructure on Output of US Food Manufacturing Industries: A Heterogeneous Dynamic Panel Approach. Agribusiness, 32(4), 439-453.
- Tsai, H. F., & Luan, C. J. (2016). What makes firms embrace risks? A risk-taking capability perspective. BRQ Business Research Quarterly, 19(3), 219-231.
- Urbancova, H. (2018). Profitability in Czech Agricultural Enterprises. In Managing Agricultural Enterprises (133-144). Palgrave Macmillan, Cham.
- Wendorf, C. A. (2002). Comparisons of structural equation modeling and hierarchical linear modeling approaches to couples' data. Structural Equation Modelling, 9(1), 126-140.
- Wisner, J. D. (2003). A structural equation model of supply chain management strategies and firm performance. Journal of Business Logistics, 24(1), 1-26.
- Woltman, H., Feldstain, A., MacKay, J. C., & Rocchi, M. (2012). An introduction to hierarchical linear modelling. Tutorials in Quantitative Methods for Psychology, 8(1), 52-69.
- Zouaghi, F., Sanchez-Garcia, M., & Hirsch, S. (2017). What drives firm profitability? A multilevel approach to the Spanish agri-food sector. Spanish Journal of Agricultural Research, 15(3), e0117.
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