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Performance heterogeneity and strategic orientation: An analysis of small farmers of an agrarian reform project in Brazil

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  • de Souza Filho, Hildo Meirelles
  • Carrer, Marcelo José
  • Saes, Maria Sylvia Macchione
  • Gomes, Leonardo Augusto de Vasconcelos
  • Nicolella, Alexandre Chibebe

Abstract

The main objective of this paper is to investigate the phenomenon of firm heterogeneity among entrepreneurs who started their business with a similar initial endowment. The information collected for analysis came from a unique sample of 105 small farmers, who were settlers of an agrarian reform project in the state of São Paulo, Brazil. These farmers were granted similar resources (plot of land, housing, and capital) in the 1980s. About thirty years later, they were observed to have different performances in terms of production value. This article provides a test of explanatory variables for their differing performance, under the lens of strategic orientation. Data envelopment analysis (DEA) was used to obtain economic efficiency scores as proxies for performance. These scores were used in a second-stage Tobit regression model, in which the effects of three strategic orientations (profit orientation, social network orientation, and innovation orientation) on farms’ efficiency were tested. The results revealed that efficiency scores ranged from 0.02 and to 1, with a mean of 0.646 and standard deviation of 0.29, showing that the economic performance among beneficiaries is heterogeneous. In the Tobit model, the parameter for “profit orientation” was significant to explain performance differentials, while the parameters for the other strategic orientations were not. Parameters for control variables “off-farm income”, “access to rural credit”, and “access to government price policy” were also significant. These results are relevant to the theoretical debate on heterogeneity, as well as to the design of land reform policies.

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  • de Souza Filho, Hildo Meirelles & Carrer, Marcelo José & Saes, Maria Sylvia Macchione & Gomes, Leonardo Augusto de Vasconcelos & Nicolella, Alexandre Chibebe, 2019. "Performance heterogeneity and strategic orientation: An analysis of small farmers of an agrarian reform project in Brazil," Land Use Policy, Elsevier, vol. 86(C), pages 23-30.
  • Handle: RePEc:eee:lauspo:v:86:y:2019:i:c:p:23-30
    DOI: 10.1016/j.landusepol.2019.04.018
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    as
    1. Trip, G. & Thijssen, G. J. & Renkema, J. A. & Huirne, R. B. M., 2002. "Measuring managerial efficiency: the case of commercial greenhouse growers," Agricultural Economics, Blackwell, vol. 27(2), pages 175-181, August.
    2. Coelli, Tim J. & Battese, George E., 1996. "Identification Of Factors Which Influence The Technical Inefficiency Of Indian Farmers," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 40(2), pages 1-26, August.
    3. Helfand, Steven M. & Levine, Edward S., 2004. "Farm size and the determinants of productive efficiency in the Brazilian Center-West," Agricultural Economics, Blackwell, vol. 31(2-3), pages 241-249, December.
    4. 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.
    5. Daniel Solís & Boris E. Bravo-Ureta & Ricardo E. Quiroga, 2007. "Soil conservation and technical efficiency among hillside farmers in Central America: a switching regression model ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(4), pages 491-510, December.
    6. Nicholas S. Argyres & Teppo Felin & Nicolai Foss & Todd Zenger, 2012. "Organizational Economics of Capability and Heterogeneity," Organization Science, INFORMS, vol. 23(5), pages 1213-1226, October.
    7. Tan, Shu-hao & Zhang, Ru-xin & Tan, Zhong-chun, 2018. "Grassland rental markets and herder technical efficiency: ability effect or resource equilibration effect?," Land Use Policy, Elsevier, vol. 77(C), pages 135-142.
    8. Bozoglu, Mehmet & Ceyhan, Vedat, 2007. "Measuring the technical efficiency and exploring the inefficiency determinants of vegetable farms in Samsun province, Turkey," Agricultural Systems, Elsevier, vol. 94(3), pages 649-656, June.
    9. Alvarez, Antonio & Arias, Carlos, 2004. "Technical efficiency and farm size: a conditional analysis," Agricultural Economics, Blackwell, vol. 30(3), pages 241-250, May.
    10. Fernandez-Cornejo, Jorge & Mishra, Ashok K. & Nehring, Richard F. & Hendricks, Chad & Southern, Malaya & Gregory, Alexandra, 2007. "Off-Farm Income, Technology Adoption, And Farm Economic Performance," Economic Research Report 7234, United States Department of Agriculture, Economic Research Service.
    11. Khanal, Uttam & Wilson, Clevo & Shankar, Sriram & Hoang, Viet-Ngu & Lee, Boon, 2018. "Farm performance analysis: Technical efficiencies and technology gaps of Nepalese farmers in different agro-ecological regions," Land Use Policy, Elsevier, vol. 76(C), pages 645-653.
    12. Joachim Binam & Kalilou Sylla & Ibrahim Diarra & Gwendoline Nyambi, 2003. "Factors Affecting Technical Efficiency among Coffee Farmers in Côte d’Ivoire: Evidence from the Centre West Region," African Development Review, African Development Bank, vol. 15(1), pages 66-76.
    13. Carin W. Rougoor & Ger Trip & Ruud B.M. Huirnc & Jan A. Renkema, 1998. "How to define and study farmers' management capacity: theory and use in agricultural economics," Agricultural Economics, International Association of Agricultural Economists, vol. 18(3), pages 261-272, May.
    14. McNamara, Kevin T. & Weiss, Christoph R., 2005. "Farm Household Income and On-and-Off Farm Diversification," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(1), pages 1-12, April.
    15. Demsetz, Harold, 1988. "The Theory of the Firm Revisited," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 4(1), pages 141-161, Spring.
    16. Antonio‐Rafael Ramos‐Rodríguez & José Ruíz‐Navarro, 2004. "Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal, 1980–2000," Strategic Management Journal, Wiley Blackwell, vol. 25(10), pages 981-1004, October.
    17. Schmalensee, Richard, 1985. "Do Markets Differ Much?," American Economic Review, American Economic Association, vol. 75(3), pages 341-351, June.
    18. Fischer, Elisabeth & Qaim, Matin, 2012. "Linking Smallholders to Markets: Determinants and Impacts of Farmer Collective Action in Kenya," World Development, Elsevier, vol. 40(6), pages 1255-1268.
    19. Abdul-Hanan Abdallah, 2016. "Agricultural credit and technical efficiency in Ghana: is there a nexus?," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(2), pages 309-324, July.
    20. Rodrigo Bandeira de Mello & Rosilene Marcon, 2005. "Unpacking firm effects: modeling political alliances in variance decomposition of firm performance in turbulent environments," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 9(spe1), pages 65-85.
    21. Magalhaes, Marcelo Marques de & Souza Filho, Hildo Meirelles de & Sousa, Miguel Rocha de & Silveira, José Maria F. J. da & Buainain, Antonio Marcio, 2011. "Land Reform in NE Brazil: a stochastic frontier production efficiency evaluation," Brazilian Journal of Rural Economy and Sociology (Revista de Economia e Sociologia Rural-RESR), Sociedade Brasileira de Economia e Sociologia Rural, vol. 49(1), pages 1-22, March.
    22. Avci, Umut & Madanoglu, Melih & Okumus, Fevzi, 2011. "Strategic orientation and performance of tourism firms: Evidence from a developing country," Tourism Management, Elsevier, vol. 32(1), pages 147-157.
    23. Zhou, Kevin Zheng & Brown, James R. & Dev, Chekitan S., 2009. "Market orientation, competitive advantage, and performance: A demand-based perspective," Journal of Business Research, Elsevier, vol. 62(11), pages 1063-1070, November.
    24. Ismat Ara Begum & Mohammad Jahangir Alam & Jeroen Buysse & Aymen Frija & Guido Van Huylenbroeck, 2012. "Contract farmer and poultry farm efficiency in Bangladesh: a data envelopment analysis," Applied Economics, Taylor & Francis Journals, vol. 44(28), pages 3737-3747, October.
    25. ANITA M. McGAHAN & MICHAEL E. PORTER, 1997. "How Much Does Industry Matter, Really?," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 15-30, July.
    26. Wilson, Paul & Hadley, David & Asby, Carol, 2001. "The influence of management characteristics on the technical efficiency of wheat farmers in eastern England," Agricultural Economics, Blackwell, vol. 24(3), pages 329-338, March.
    27. Keijiro Otsuka, 2014. "Viability of small-scale farms in Asia," Chapters, in: Raghbendra Jha & Raghav Gaiha & Anil B. Deolalikar (ed.), Handbook on Food, chapter 18, pages 462-481, Edward Elgar Publishing.
    28. Tan, S., 2018. "Grassland rental markets and herder technical efficiency: ability effect or resource equilibration effect?," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277077, International Association of Agricultural Economists.
    29. 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.
    30. Richard P. Rumelt, 1991. "How much does industry matter?," Strategic Management Journal, Wiley Blackwell, vol. 12(3), pages 167-185, March.
    31. Ameh, Abu Amodu & Udu, Aka Ama, 2016. "Social Networks and Entrepreneurship Orientation among Students in Nigerian Universities: A Study of Social Network Size and Risk Disposition," Business and Management Research, Business and Management Research, Sciedu Press, vol. 5(2), pages 1-11, June.
    32. Rougoor, Carin W. & Trip, Ger & Huirne, Ruud B. M. & Renkema, Jan A., 1998. "How to define and study farmers' management capacity: theory and use in agricultural economics," Agricultural Economics, Blackwell, vol. 18(3), pages 261-272, May.
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