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Sustainability of Farms in EU Countries in the Context of Income Indicators: Regression Analysis Based on a New Classification

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  • Alena Andrejovská

    (Faculty of Economics, Department of Finance, Technical University of Košice, 04200 Kosice, Slovakia)

  • Jozef Glova

    (Faculty of Economics, Department of Banking and Investment, Technical University of Košice, 04200 Kosice, Slovakia)

Abstract

The sustainability of agriculture in the common market of the European Union is mainly influenced by the income of agricultural enterprises, which reflects the development potential of the entire sector. The present contribution deals with the importance of income indicators for the long-term sustainability of agricultural enterprises. We aimed to identify and quantify statistically significant determinants of the main income indicators of agricultural enterprises in individual countries of the European Union—namely, the net added value of the farm expressed per unit of agricultural work, the family farm income per family work unit, and the net farm income. We performed a linear regression analysis, in which the statistical significance of independent variables was gradually tested, including economic and environmental indicators, the economic size of the enterprise, total subsidies per hectare, depreciation, taxes, and wages. The established goal was complemented by a correlation analysis tracking the dependence between the economic size of enterprises—which is presented in the literature as a decisive indicator—and the tax burden in EU countries. We used the Farm Accountancy Data Network’s harmonised database for 2009–2018. The regression analysis results confirmed the environmental indicators’ statistical significance. Furthermore, the results of the correlation analysis confirmed the proposed hypothesis that the size of the company is a strong indicator and affects the tax burden of agricultural enterprises.

Suggested Citation

  • Alena Andrejovská & Jozef Glova, 2022. "Sustainability of Farms in EU Countries in the Context of Income Indicators: Regression Analysis Based on a New Classification," Agriculture, MDPI, vol. 12(11), pages 1-14, November.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:11:p:1884-:d:967762
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    1. Tangermann, Stefan, 2011. "Risk Management in Agriculture and the Future of the EU's Common Agricultural Policy," National Policies, Trade and Sustainable Development 320171, International Centre for Trade and Sustainable Development (ICTSD).
    2. Danilo Bertoni & Daniele Cavicchioli & Franco Donzelli & Giovanni Ferrazzi & Dario G. Frisio & Roberto Pretolani & Elena Claire Ricci & Vera Ventura, 2018. "Recent Contributions of Agricultural Economics Research in the Field of Sustainable Development," Agriculture, MDPI, vol. 8(12), pages 1-20, December.
    3. Kryszak, Łukasz, 2018. "Profit Efficiency in EU FADN Farms under Different Types of Agriculture," Problems of World Agriculture / Problemy Rolnictwa Światowego, Warsaw University of Life Sciences, vol. 18(33, Part ), September.
    4. Jose Maria Da Rocha & Diego Restuccia, 2006. "The Role of Agriculture in Aggregate Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(3), pages 455-482, July.
    5. Rüdiger Parsche & Doina Maria Radulescu, 2004. "Taxing Means of Agricultural Production in Germany: A Relatively High Tax Burden Compared to Other Important EU Competitors," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 2(2), pages 48-54, 07.
    6. Michał Gradzewicz & Jakub Growiec & Marcin Kolasa & Łukasz Postek & Paweł Strzelecki, 2018. "Poland’s uninterrupted growth performance: new growth accounting evidence," Post-Communist Economies, Taylor & Francis Journals, vol. 30(2), pages 238-272, March.
    7. Ashok K. Mishra & Carmen L. Sandretto, 2002. "Stability of Farm Income and the Role of Nonfarm Income in U.S. Agriculture," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 24(1), pages 208-221.
    8. Severini, Simone & Tantari, Antonella & Di Tommaso, Giuliano, 2016. "The instability of farm income. Empirical evidences on aggregation bias and heterogeneity among farm groups," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 5(1), pages 1-19, April.
    9. Gocht, Alexander & Britz, Wolfgang, 2011. "EU-wide farm type supply models in CAPRI--How to consistently disaggregate sector models into farm type models," Journal of Policy Modeling, Elsevier, vol. 33(1), pages 146-167, January.
    10. Trnkova, Gabriela & Mala, Zdenka & Vasilenko, Alexandr, 2012. "Analysis of the Effects of Subsidies on the Economic Behavior of Agricultural Businesses Focusing on Animal Production," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 4(4 Special), pages 1-12, December.
    11. European Commission, 2017. "Tax Policies in the European Union: 2017 Survey," Taxation Survey 2017, Directorate General Taxation and Customs Union, European Commission.
    12. repec:ces:ifodic:v:2:y:2004:i:2:p:14567815 is not listed on IDEAS
    13. Ján Dobrovič & Veronika Čabinová & Peter Gallo & Petra Partlová & Jan Váchal & Beáta Balogová & Jozef Orgonáš, 2021. "Application of the DEA Model in Tourism SMEs: An Empirical Study from Slovakia in the Context of Business Sustainability," Sustainability, MDPI, vol. 13(13), pages 1-19, July.
    14. Rüdiger Parsche & Doina Radulescu & Doina Maria Radulescu, 2004. "Taxing Means of Agricultural Production in Germany: A RelativelyHigh Tax Burden Compared to Other Important EU Competitors," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 2(02), pages 48-54, July.
    15. Rizov, Marian & Oskam, Arie & Walsh, Paul, 2012. "Is there a limit to agglomeration? Evidence from productivity of Dutch firms," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 595-606.
    16. Alexander Gocht & Wolfgang Britz & Pavel Ciaian & Sergio Gomez y Paloma, 2013. "Farm Type Effects of an EU-wide Direct Payment Harmonisation," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(1), pages 1-32, February.
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