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The impact of repayment obligations arising as a by‐product of input use on partial inefficiency: Evidence from Western Australian farm businesses

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  • Steele C. West
  • Amin W. Mugera
  • Ross S. Kingwell

Abstract

Farm businesses often use debt to finance the purchase inputs and meet operational costs. Selected studies have investigated the impact of debt use on farm performance as measured using technical efficiency. However, no prior studies in agriculture have considered treating the debt repayment obligation created as a by‐product of production when benchmarking farm performance. This study employs nonparametric directional distance function models to quantify the impact of debt repayment as a by‐product of input use purchased on credit on farm‐level partial inefficiency using a panel data of 54 mixed enterprise broadacre farms in Western Australia from 2002 to 2011. The study finds that omitting repayment obligations created in the production process in analysis results in underestimating partial inefficiency scores. Farm size, production diversification and rainfall zone are significant drivers of partial inefficiency. The implication of the study's findings is that failure to account for repayment obligations created in the production process may result in erroneous policy suggestions that undermine the efforts of farm businesses to minimise or avoid financial stress.

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  • Steele C. West & Amin W. Mugera & Ross S. Kingwell, 2024. "The impact of repayment obligations arising as a by‐product of input use on partial inefficiency: Evidence from Western Australian farm businesses," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 68(3), pages 678-700, July.
  • Handle: RePEc:bla:ajarec:v:68:y:2024:i:3:p:678-700
    DOI: 10.1111/1467-8489.12568
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    1. Frederick Murdoch Quaye & Denis Nadolnyak & Valentina Hartarska, 2017. "Factors Affecting Farm Loan Delinquency in the Southeast," Research in Applied Economics, Macrothink Institute, vol. 9(4), pages 75-92, December.
    2. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    3. Lambert, David K. & Bayda, Volodymyr V., 2005. "The Impacts of Farm Financial Structure on Production Efficiency," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(1), pages 1-13, April.
    4. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    5. Mark Heil, 2018. "Finance And Productivity: A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1355-1383, December.
    6. Timo Kuosmanen, 2005. "Weak Disposability in Nonparametric Production Analysis with Undesirable Outputs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 1077-1082.
    7. Sheng, Yu & Davidson, Alistair & Fuglie, Keith & Zhang, Dandan, 2016. "Input Substitution, Productivity Performance and Farm Size," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 60(3), July.
    8. Vedenov, Dmitry V. & Houston, Jack E. & Cardenas, Gabriela, 2007. "Production Efficiency and Diversification in Mexican Coffee-Producing Districts," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 39(3), pages 1-15, December.
    9. Yee, Jet & Ahearn, Mary Clare & Huffman, Wallace, 2004. "Links among Farm Productivity, Off-Farm Work, and Farm Size in the Southeast," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 36(3), pages 591-603, December.
    10. Stéphane Blancard & Jean-Philippe Boussemart & Walter Briec & Kristiaan Kerstens, 2006. "Short- and Long-Run Credit Constraints in French Agriculture: A Directional Distance Function Framework Using Expenditure-Constrained Profit Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 351-364.
    11. Nelson Robertson, Mary & Mills, Devon & Sedges, Heather & Buys, David R., 2023. "Addressing Farm Stress: Essential Insights for Agricultural Economists," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 38(1), pages 1-6.
    12. Pham, Manh D. & Zelenyuk, Valentin, 2019. "Weak disposability in nonparametric production analysis: A new taxonomy of reference technology sets," European Journal of Operational Research, Elsevier, vol. 274(1), pages 186-198.
    13. Maria Bampasidou & Ashok K. Mishra & Charles B. Moss, 2017. "Modeling debt choice in agriculture: the effect of endogenous asset values," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(1), pages 95-110, May.
    14. Key, Nigel D. & McBride, William D. & Mosheim, Roberto, 2008. "Decomposition of Total Factor Productivity Change in the U.S. Hog Industry," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(1), pages 1-13, April.
    15. Weihua Guan, 2003. "From the help desk: Bootstrapped standard errors," Stata Journal, StataCorp LP, vol. 3(1), pages 71-80, March.
    16. Peter J. Barry & Ralph W. Bierlen & Narda L. Sotomayor, 2000. "Financial Structure of Farm Businesses under Imperfect Capital Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(4), pages 920-933.
    17. Daniel Solís & Boris E. Bravo‐Ureta & Ricardo E. Quiroga, 2009. "Technical Efficiency among Peasant Farmers Participating in Natural Resource Management Programmes in Central America," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 202-219, February.
    18. Mugera, Amin W. & Nyambane, Gerald G., 2015. "Impact of debt structure on production efficiency and financial performance of Broadacre farms in Western Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), April.
    19. Catherine Guirkinger & Stephen R. Boucher, 2008. "Credit constraints and productivity in Peruvian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 295-308, November.
    20. Rolf Färe & Shawna Grosskopf, 2003. "Nonparametric Productivity Analysis with Undesirable Outputs: Comment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 1070-1074.
    21. Sophia Davidova & Laure Latruffe, 2007. "Relationships between Technical Efficiency and Financial Management for Czech Republic Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(2), pages 269-288, June.
    22. Mugera, Amin W. & Langemeier, Michael R., 2011. "Does Farm Size and Specialization Matter for Productive Efficiency? Results from Kansas," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 43(4), pages 515-528, November.
    23. Emir Malikov & Raushan Bokusheva & Subal C. Kumbhakar, 2018. "A hedonic-output-index-based approach to modeling polluting technologies," Empirical Economics, Springer, vol. 54(1), pages 287-308, February.
    24. Jianmei Zhao & Peter J. Barry & Gary D. Schnitkey, 2008. "Financing strategies under combined capital structure theories: a farm‐level simulation analysis," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 68(2), pages 321-338, November.
    25. S. C. West & A. W. Mugera & R. S. Kingwell, 2022. "The choice of efficiency benchmarking metric in evaluating firm productivity and viability," Journal of Productivity Analysis, Springer, vol. 57(2), pages 193-211, April.
    26. Charles A. Towe & Mitchell J. Morehart, 2009. "Credit Constraints: Their Existence, Determinants, and Implications for U.S. Farm and Nonfarm Sole Proprietorships," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 275-289.
    27. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-685, May.
    28. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    29. Amr Khafagy & Mauro Vigani, 2023. "External finance and agricultural productivity growth," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 448-472, March.
    30. 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.
    31. Andrea Bjornestad & Courtney Cuthbertson & Jessie Hendricks, 2021. "An Analysis of Suicide Risk Factors among Farmers in the Midwestern United States," IJERPH, MDPI, vol. 18(7), pages 1-12, March.
    32. Konstantinos Giannakas & Richard Schoney & Vangelis Tzouvelekas, 2001. "Technical Efficiency, Technological Change and Output Growth of Wheat Farms in Saskatchewan," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 49(2), pages 135-152, July.
    33. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    34. Abdul Qayyum & Khalid Riaz, 2018. "Incorporating Credit Quality in Bank Efficiency Measurements: A Directional Distance Function Approach," JRFM, MDPI, vol. 11(4), pages 1-19, November.
    35. Serra, Teresa & Zilberman, David & Gil, Jose Maria, 2008. "Farms' technical inefficiencies in the presence of government programs," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(1), pages 1-20.
    36. Lozano, Sebastián, 2016. "Slacks-based inefficiency approach for general networks with bad outputs: An application to the banking sector," Omega, Elsevier, vol. 60(C), pages 73-84.
    37. Brady Brewer & Allen M. Featherstone, 2017. "Agency cost of debt: evidence from Kansas farm operations," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(1), pages 111-124, May.
    38. Fabio R. Chaddad & Michael L. Cook & Thomas Heckelei, 2005. "Testing for the Presence of Financial Constraints in US Agricultural Cooperatives: An Investment Behaviour Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(3), pages 385-397, December.
    39. Bouali Guesmi & Teresa Serra, 2015. "Can We Improve Farm Performance? The Determinants of Farm Technical and Environmental Efficiency," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 37(4), pages 692-717.
    40. Eric Njuki & Boris E. Bravo-Ureta, 2015. "The Economic Costs of Environmental Regulation in U.S. Dairy Farming: A Directional Distance Function Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1087-1106.
    41. Guan Zhengfei & Alfons Oude Lansink, 2006. "The Source of Productivity Growth in Dutch Agriculture: A Perspective from Finance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 644-656.
    42. Wei Huang & Bernhard Bruemmer, 2017. "Balancing economic revenue and grazing pressure of livestock grazing on the Qinghai–Tibetan–Plateau," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(4), pages 645-662, October.
    43. Jason Crean & Kevin Parton & John Mullen & Peter Hayman, 2015. "Valuing seasonal climate forecasts in a state-contingent manner," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(1), pages 61-77, January.
    44. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    45. Steele C. West & Amin W. Mugera & Ross S. Kingwell, 2021. "Drivers of farm business capital structure and its speed of adjustment: evidence from Western Australia’s Wheatbelt," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 391-412, April.
    46. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    47. Yakubu Abdul-Salam & Euan Phimister, 2017. "Efficiency Effects of Access to Information on Small-scale Agriculture: Empirical Evidence from Uganda using Stochastic Frontier and IRT Models," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 494-517, June.
    48. Raghuram Rajan & Rodney Ramcharan, 2015. "The Anatomy of a Credit Crisis: The Boom and Bust in Farm Land Prices in the United States in the 1920s," American Economic Review, American Economic Association, vol. 105(4), pages 1439-1477, April.
    49. Crean, Jason & Parton, Kevin & Mullen, John & Hayman, Peter, 2015. "Valuing seasonal climate forecasts in a state-contingent manner," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(1), January.
    50. Supreet Kaur & Sendhil Mullainathan & Suanna Oh & Frank Schilbach, 2021. "Do Financial Concerns Make Workers Less Productive?," NBER Working Papers 28338, National Bureau of Economic Research, Inc.
    51. Julien-François Gerber, 2013. "The Hidden Consequences of Credit: An Illustration from Rural Indonesia," Development and Change, International Institute of Social Studies, vol. 44(4), pages 839-860, July.
    52. J. C. Naylor & A. F. M. Smith, 1982. "Applications of a Method for the Efficient Computation of Posterior Distributions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 31(3), pages 214-225, November.
    53. Atakelty Hailu & Terrence S. Veeman, 2001. "Non-parametric Productivity Analysis with Undesirable Outputs: An Application to the Canadian Pulp and Paper Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 605-616.
    54. Hojman, Daniel A. & Miranda, Álvaro & Ruiz-Tagle, Jaime, 2016. "Debt trajectories and mental health," Social Science & Medicine, Elsevier, vol. 167(C), pages 54-62.
    55. Timothy G. Taylor & H. Evan Drummond & Aloisio T. Gomes, 1986. "Agricultural Credit Programs and Production Efficiency: An Analysis of Traditional Farming in Southeastern Minas Gerais, Brazil," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 110-119.
    56. Rada, Nicholas E. & Fuglie, Keith O., 2019. "New perspectives on farm size and productivity," Food Policy, Elsevier, vol. 84(C), pages 147-152.
    57. Podinovski, Victor V. & Kuosmanen, Timo, 2011. "Modelling weak disposability in data envelopment analysis under relaxed convexity assumptions," European Journal of Operational Research, Elsevier, vol. 211(3), pages 577-585, June.
    58. Dakpo, K Hervé & Lansink, Alfons Oude, 2019. "Dynamic pollution-adjusted inefficiency under the by-production of bad outputs," European Journal of Operational Research, Elsevier, vol. 276(1), pages 202-211.
    59. Berry, Charles H, 1971. "Corporate Growth and Diversification," Journal of Law and Economics, University of Chicago Press, vol. 14(2), pages 371-384, October.
    60. Subhash C. Ray & Kankana Mukherjee & Anand Venkatesh, 2018. "Nonparametric measures of efficiency in the presence of undesirable outputs: a by-production approach," Empirical Economics, Springer, vol. 54(1), pages 31-65, February.
    61. Barros, Carlos Pestana & Managi, Shunsuke & Matousek, Roman, 2012. "The technical efficiency of the Japanese banks: Non-radial directional performance measurement with undesirable output," Omega, Elsevier, vol. 40(1), pages 1-8, January.
    62. Brian C. Briggeman & Michael A. Gunderson & Brent A. Gloy, 2009. "The Financial Health of Agricultural Lenders," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1406-1413.
    63. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    64. He, Feng & Zhang, Qingzhi & Lei, Jiasu & Fu, Weihui & Xu, Xiaoning, 2013. "Energy efficiency and productivity change of China’s iron and steel industry: Accounting for undesirable outputs," Energy Policy, Elsevier, vol. 54(C), pages 204-213.
    65. Kent Olson & Linh Vu, 2009. "Economic efficiency in farm households: trends, explanatory factors, and estimation methods," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 587-599, September.
    66. Chambers, Robert G. & Chung, Yangho & Fare, Rolf, 1996. "Benefit and Distance Functions," Journal of Economic Theory, Elsevier, vol. 70(2), pages 407-419, August.
    67. Paul D Koch & Catherine Shenoy, 1999. "The Information Content of Dividend and Capital Structure Policies," Financial Management, Financial Management Association, vol. 28(4), Winter.
    68. Heath Henderson, 2015. "Considering Technical and Allocative Efficiency in the Inverse Farm Size–Productivity Relationship," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(2), pages 442-469, June.
    69. Simone Pieralli & Silke Hüttel & Martin Odening, 2017. "Abandonment of milk production under uncertainty and inefficiency: the case of western German Farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(3), pages 425-454.
    70. Hidemichi Fujii & Shunsuke Managi & Roman Matousek & Aarti Rughoo, 2018. "Bank efficiency, productivity, and convergence in EU countries: a weighted Russell directional distance model," The European Journal of Finance, Taylor & Francis Journals, vol. 24(2), pages 135-156, January.
    71. Briggeman, Brian C. & Gunderson, Michael A. & Gloy, Brent A., 2009. "AJAE appendix for “The Financial Health of Agricultural Lenders”," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(5), pages 1-7, August.
    72. Ralph Bierlen & Allen M. Featherstone, 1998. "Fundamental q, Cash Flow, and Investment: Evidence from Farm Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 427-435, August.
    73. Murty, Sushama & Robert Russell, R. & Levkoff, Steven B., 2012. "On modeling pollution-generating technologies," Journal of Environmental Economics and Management, Elsevier, vol. 64(1), pages 117-135.
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