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Debt as a Source of Financial Energy of the Farm—What Causes the Use of External Capital in Financing Agricultural Activity? A Model Approach

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  • Danuta Zawadzka

    (Department of Finance, Faculty of Economics, Koszalin University of Technology, Kwiatkowskiego 6e, 75-343 Koszalin, Poland)

  • Agnieszka Strzelecka

    (Department of Finance, Faculty of Economics, Koszalin University of Technology, Kwiatkowskiego 6e, 75-343 Koszalin, Poland)

  • Ewa Szafraniec-Siluta

    (Department of Finance, Faculty of Economics, Koszalin University of Technology, Kwiatkowskiego 6e, 75-343 Koszalin, Poland)

Abstract

The aim of this study was to identify and assess the factors influencing the increase in the financial energy of a farm through the use of external capital, taking into account the farmer’s and farm characteristics. For its implementation, a logistic regression model and a classification-regression tree analysis (CRT) were used. The study was conducted on a group of farms in Central Pomerania (Poland) participating in the system of collecting and using data from farms (Farm Accountancy Data Network—FADN). Data on 348 farms were used for the analyses, obtained through a survey conducted in 2020 with the use of a questionnaire. Based on the analysis of the research results presented in the literature to date, it was established that the use of external capital in a farm as a factor increasing financial energy is determined, on the one hand, by the socio-demographic characteristics of the farmer and the characteristics of the farm, and on the other hand, by the availability of external financing sources. Factors relating to the first of these aspects were taken into account in the study. Using the logistic regression model, it was established that the propensity to indebtedness of farms is promoted by the following factors: gender of the head of the household (male, GEND), younger age of the head of the household (AGE), having a successor who will take over the farm in the future (SUC), higher value of generated production (PROD_VALUE), larger farm area (AREA) and multi-directional production of the farm (production diversification), as opposed to targeting plant or animal production only (farm specialization—SPEC). The results of the analysis carried out with the use of classification and regression trees (CRT) showed that the key factors influencing the use of outside capital as a source of financial energy in the agricultural production process are, first of all, features relating to an agricultural holding: the value of generated production (PROD_VALUE), agricultural area (AREA) and production direction (SPEC). The age of the farm manager (AGE) turned out to be of key importance among the farmer’s features favoring the tendency to take debt in order to finance agricultural activity.

Suggested Citation

  • Danuta Zawadzka & Agnieszka Strzelecka & Ewa Szafraniec-Siluta, 2021. "Debt as a Source of Financial Energy of the Farm—What Causes the Use of External Capital in Financing Agricultural Activity? A Model Approach," Energies, MDPI, vol. 14(14), pages 1-17, July.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:14:p:4124-:d:590975
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    as
    1. Nataliya Zinych & Martin Odening, 2009. "Capital market imperfections in economic transition: empirical evidence from Ukrainian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 40(6), pages 677-689, November.
    2. Oleksandr Melnychenko, 2021. "The Energy of Finance in Refining of Medical Surge Capacity," Energies, MDPI, vol. 14(1), pages 1-14, January.
    3. Carls, Emily & Ibendahl, Gregg & Griffin, Terry & Yeager, Elizabeth, 2019. "Factors Affecting Net Farm Income for Row Crop Production in Kansas," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2019.
    4. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Khan, Ayesha & Mahmood, Nasir & Müller, Klaus, 2020. "Information asymmetry, input markets, adoption of innovations and agricultural land use in Khyber Pakhtunkhwa, Pakistan," Land Use Policy, Elsevier, vol. 90(C).
    5. Toshiki Sato & Yuichi Takano & Ryuhei Miyashiro & Akiko Yoshise, 2016. "Feature subset selection for logistic regression via mixed integer optimization," Computational Optimization and Applications, Springer, vol. 64(3), pages 865-880, July.
    6. repec:lje:journl:v:2:y:2007:i:2:p:1-25 is not listed on IDEAS
    7. Jayson Beckman & David Schimmelpfennig, 2015. "Determinants of farm income," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 75(3), pages 385-402, September.
    8. Anjani Kumar & Sunil Saroj, 2019. "Access to Credit and Indebtedness Among Rural Households in Uttar Pradesh: Implications for Farm Income and Poverty," India Studies in Business and Economics, in: Rajendra P. Mamgain (ed.), Growth, Disparities and Inclusive Development in India, pages 261-285, Springer.
    9. J. Kornai & E. Maskin & G. Roland, 2004. "Understanding the Soft Budget Constraint," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    10. Tomasz Korol, 2021. "Evaluation of the Macro- and Micro-Economic Factors Affecting the Financial Energy of Households," Energies, MDPI, vol. 14(12), pages 1-14, June.
    11. Feng Wu & Zhengfei Guan & Robert Myers, 2014. "Farm capital structure choice: theory and an empirical test," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(1), pages 115-132, April.
    12. Magdalena Mądra-Sawicka, & Mirosław Wasilewski, 2017. "The Significance Of Financing Farms With Personal Equity In The Opinion Of Individual Farmers In Poland," Journal of Agribusiness and Rural Development, University of Life Sciences, Poznan, Poland, vol. 43(1), March.
    13. Peter J. Barry, 1998. "Credit Constraints, Farm Characteristics, and the Farm Economy: Differential Impacts on Feeder Cattle and Beef Cow Inventories," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(4), pages 708-723.
    14. Omonona, Bolarin T. & Lawal, Justina Oluwayemisi & Oyinlana, A.O., 2010. "Determinants of Credit Constraint Conditions and Production Efficiency Among Farming Households in Southwestern Nigeria," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 95775, African Association of Agricultural Economists (AAAE).
    15. Subhendu Datta & Aviral Kumar Tiwari & C.S. Shylajan, 2018. "An empirical analysis of nature, magnitude and determinants of farmers’ indebtedness in India," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 45(6), pages 888-908, June.
    16. Elzbieta Jadwiga Szymanska & Mariusz Dziwulski, 2021. "The Impact of Fixed Asset Investments on the Productivity of Production Factors in Agriculture," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 382-394.
    17. Łukaszuk, Krzysztof, 2020. "Agriculture Loans In Cooperative Banks Of The Podlaskie Voivodeship," Economic and Regional Studies (Studia Ekonomiczne i Regionalne), John Paul II University of Applied Sciences in Biala Podlaska, vol. 13(4), December.
    18. Harris, James Michael & Mishra, Ashok K. & Williams, Robert P., 2012. "The Impact Of Farm Succession Decisions On The Financial Performance Of The Farm," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124749, Agricultural and Applied Economics Association.
    19. Ryszard Kata & Kazimierz Cyran & Sławomir Dybka & Małgorzata Lechwar & Rafał Pitera, 2021. "Economic and Social Aspects of Using Energy from PV and Solar Installations in Farmers’ Households in the Podkarpackie Region," Energies, MDPI, vol. 14(11), pages 1-21, May.
    20. Ojo, T.O. & Baiyegunhi, L.J.S., 2020. "Determinants of climate change adaptation strategies and its impact on the net farm income of rice farmers in south-west Nigeria," Land Use Policy, Elsevier, vol. 95(C).
    21. Elżbieta Wójcik-Gront & Marcin Studnicki, 2021. "Long-Term Yield Variability of Triticale (× Triticosecale Wittmack) Tested Using a CART Model," Agriculture, MDPI, vol. 11(2), pages 1-12, January.
    22. Yang, Dan & Liu, Zimin, 2012. "Does farmer economic organization and agricultural specialization improve rural income? Evidence from China," Economic Modelling, Elsevier, vol. 29(3), pages 990-993.
    23. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    24. Key, Nigel, 2020. "Off-farm Income, Credit Constraints, and Farm Investment," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 52(4), pages 642-663, November.
    25. V. Robles & C. Bielza & P. Larrañaga & S. González & L. Ohno-Machado, 2008. "Optimizing logistic regression coefficients for discrimination and calibration using estimation of distribution algorithms," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(2), pages 345-366, December.
    26. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    27. Alex Winter-Nelson & Anna A. Temu, 2005. "Liquidity constraints, access to credit and pro-poor growth in rural Tanzania," Journal of International Development, John Wiley & Sons, Ltd., vol. 17(7), pages 867-882.
    28. Tomasz Korol, 2021. "Examining Statistical Methods in Forecasting Financial Energy of Households in Poland and Taiwan," Energies, MDPI, vol. 14(7), pages 1-14, March.
    29. Reyes, Alvaro & Lensink, Robert & Kuyvenhoven, Arie & Moll, Henk, 2012. "Impact of Access to Credit on Farm Productivity of Fruit and Vegetable Growers in Chile," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126217, International Association of Agricultural Economists.
    30. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    31. William Wright & P Brown, 2019. "Succession and investment in New Zealand farming," New Zealand Economic Papers, Taylor & Francis Journals, vol. 53(2), pages 203-214, May.
    32. Petrick, Martin, 2004. "Farm investment, credit rationing, and governmentally promoted credit access in Poland: a cross-sectional analysis," Food Policy, Elsevier, vol. 29(3), pages 275-294, June.
    33. T. O. Ojo & L. J. S. Baiyegunhi, 2020. "Determinants of credit constraints and its impact on the adoption of climate change adaptation strategies among rice farmers in South-West Nigeria," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-15, December.
    34. Shehla Amjad & SAF Hasnu, 2007. "Smallholders’ Access to Rural Credit: Evidence from Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(2), pages 1-25, Jul-Dec.
    35. Dayong Zhang, 2018. "Energy Finance: Background, Concept, and Recent Developments," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(8), pages 1687-1692, June.
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