IMPACT OF COOPERATIVISM ON INCOME AND EMPLOYMENT IN SMALLHOLD FARMING IN GOIÁS: EVIDENCE FROM 2017
DOI:
https://doi.org/10.61673/ren.2026.1987Keywords:
Propensity Score Matching, Productivity, Impact Evaluation, EmaterAbstract
Cooperative is an important and traditional form of organization in smallholding farming for improving operational and economic performance of rural properties, with positive effects to society such as job and income generation and food production. We aimed to provide evidence about the causal effect on cooperative membership and better performance of rural properties. We aimed to assess the effect of cooperative membership on gross income, yield, and employment in smallholding farming in the State of Goiás, Brazil. We used Propensity Score Matching to avoid self-selection bias and a database (5,781 smallholder farmers, 1,173 of that with cooperative membership) from a state agency of rural extension (Emater). Results point out that cooperative membership increase annual agricultural revenue in R$ 14,400.00, yield in R$ 768.00, and agricultural employment in 0.235 units. Thus, we have some evidence of causal effect on cooperative membership and better performance of smallholding farming, then, policies aiming to increase cooperative membership among smallholding farmers in Goiás leads to a positive impact on performance indicators.
Downloads
References
ABATE, G. T.; FRANCESCONI, G. N.; GETNET, K. Impact of agricultural cooperatives on smallholders’ technical efficiency: Empirical evidence from Ethiopia. Annals of Public and Cooperative Economics, v. 85, n. 2, p. 257-286, 2014. Disponível em: https://doi.org/10.1111/apce.12035. Acesso em: 24 nov. 2023.
ALVES, A. G. As Cooperativas Agropecuárias e o BRDE: Histórico, Situação Atual e Perspectivas. Banco Regional de Desenvolvimento do Extremo Sul, Diretoria de Planejamento, Superintendência de Planejamento. 2003.
ALVES, E.; SOUZA, G. S. Pequenos estabelecimentos também enriquecem? Pedras e tropeços. Revista de Política Agrícola, v. 24, n. 3, p. 7-21, 2015.
BARRETT, C. B., BELLEMARE, M. F., HOU, J. Y. Reconsidering Conventional Explanations of the Inverse Productivity–Size Relationship. World Development, v. 38, Issue 1, jan. 2010.
BATZIOS, A.; KONTOGEORGOS, A.; CHATZITHEODORIDIS, F.; SERGAKI, P. What makes producers participate in marketing cooperatives? The Northern Greece case. Sustainability (Switzerland), v. 13, n. 4, p. 1-15, 2021. Disponível em: https://doi.org/10.3390/su13041676. Acesso em: 24 nov. 2023.
BEGNIS, H. S. M.; AREND, S. C.; ESTIVALETE, V. F. B. Em Frente ao Espelho: A Produção do Conhecimento em Cooperativas na Revista de Economia e Sociologia Rural. Revista de Economia e Sociologia Rural, v. 52, n. 1, p. 99-116, 2014.
BERNARD, T.; SPIELMAN, D. J. Reaching the rural poor through rural producer organizations? A study of agricultural marketing cooperatives in Ethiopia. Food Policy, v. 34, n. 1, p. 60-69, 2009. Disponível em: https://doi.org/10.1016/j.foodpol.2008.08.001. Acesso em: 24 nov. 2023.
BERNARD, T.; TAFFESSE, A. S. Returns to scope? Smallholders’ commercialization through multipurpose cooperatives in Ethiopia. Journal of African Economies, v. 21, n. 3, p. 440-464, 2012. Disponível em: https://doi.org/10.1093/jae/ejs002. Acesso em: 24 nov. 2023.
BERNARD, T.; ABATE, G. T.; LEMMA, S. Agricultural cooperatives in Ethiopia: Results of the 2012 ATA Baseline Survey. Research Ethiopia’s Agriculture Policy. 2013. Disponível em: https://doi.org/10.13140/RG.2.1.4326.2325. Acesso em: 24 nov. 2023.
BERNARD, T.; TAFFESSE, A. S.; GABRE-MADHIN, E. Impact of cooperatives on smallholders’ commercialization behavior: Evidence from Ethiopia. Agricultural Economics, v. 39, n. 2, p. 147-161, 2008. Disponível em: https://doi.org/10.1111/j.1574-0862.2008.00324.x. Acesso em: 24 nov. 2023.
BRANDÃO, J. B.; BREITENBACH, R. What are the main problems in the management of rural cooperatives in Southern Brazil? Land Use Policy, v. 85, junho, p. 121-129, 2019. Disponível em: https://doi.org/10.1016/j.landusepol.2019.03.047. Acesso em: 24 nov. 2023.
CAZZUFFI, C. Small Scale Farmers in the Market and the Role of Processing and Marketing Cooperatives: A Case Study of Italian Dairy Farmers. University of Sussex, 2012.
CECHIN, A. Cooperativas Brasileiras no Mercados Agroalimentares Contemporâneos: Limites e Perspectivas. In: BUAINAIN A. M.; ALVES E. R. A.; SILVEIRA J. M.; NAVARRO Z. (Eds.), O Mundo Rural no Brasil do Século 21: A Formação de um Novo Padrão Agrário e Agrícola. Embrapa, 2014. p. 479-507.
CHARLES, T.; BATTESE, G. E.; VILLANO, R. A. Family farms plus cooperatives in China: Technical efficiency in crop production. Journal of Asian Economics, v. 64, outubro, p. 101-129, 2019. Disponível em: https://doi.org/10.1016/j.asieco.2019.07.002. Acesso em: 24 nov. 2023.
COSTA, R. A.; VIZCAINO, C. A. C.; COSTA, E. M. Participação em Cooperativas e Eficiência Técnica entre Agricultores Familiares no Brasil. In Vieira Filho J. E. R.; Gasques J. G. (Eds.). Uma jornada pelos contrastes do Brasil: cem anos de Censo Agropecuário. IPEA, 2020. p. 243-255. Disponível em: https://doi.org/http://dx.doi.org/10.38116/978-65-5635-011-0. Acesso em: 24 nov. 2023.
CUNNINGHAM, S. Causal Inference: The Mixtape. New Haven & London: Yale University Press, 2021. 572 p.
DEININGER, K.; ALI, D. A.; ALEMU, T. Productivity effects of land rental markets in Ethiopia: Evidence from a matched tenant–landlord sample. Policy Research Working Paper 5727, The World Bank, Jul. 2011.
EASTWOOD, R.; LIPTON, M.; NEWELL, A. Farm Size. Handbook of Agricultural Economics, vol. 4, p. 3323-3397, Elsevier, 2010.
EL-SHATER, T.; YIGEZU, Y. A.; MUGERA, A.; PIGGIN, C.; HADDAD, A.; KHALIL, Y.; LOSS, S.; AW-HASSAN, A. Does Zero Tillage Improve the Livelihoods of Smallholder Cropping Farmers? Journal of Agricultural Economics, v. 67, n. 1, p. 154-172, 2016. Disponível em: https://doi.org/10.1111/1477-9552.12133. Acesso em: 24 nov. 2023.
FAIRBAIRN, B. History of Cooperatives. In: MERRET, C. D.; WALZE N. (Eds.), Cooperatives and Local Development: Theory and Applications for the 21st Century. Routledge, 2004. p. 23-51.
FERREIRA, M. D. P.; FÉRES, J. G. Farm size and Land use efficiency in the Brazilian Amazon. Land Use Policy, v. 99, n. 104901, 2020. Disponível em: https://doi.org/10.1016/j.landusepol.2020.104901. Acesso em: 24 nov. 2023.
FISCHER, E.; QAIM, M. Linking Smallholders to Markets: Determinants and Impacts of Farmer Collective Action in Kenya. World Development, v. 40, n. 6, p. 1255-1268, 2012. Disponível em: https://doi.org/10.1016/j.worlddev.2011.11.018. Acesso em: 24 nov. 2023.
FRANCESCONI, G. N.; RUBEN, R. The Hidden Impact of Cooperative Membership on Quality Management: A Case Study from the Dairy Belt of Addis Ababa. Journal of Entrepreneurial and Organizational Diversity, v. 1, n. 1, p. 85-103, 2012. Disponível em: https://doi.org/10.5947/jeod.2012.005. Acesso em: 24 nov. 2023.
FREITAS, C. O.; SILVA, F. F.; BRAGA, M. J.; NEVES, M. C. R. Rural extension and technical efficiency in the Brazilian agricultural sector. International Food and Agribusiness Management Review, v. 24, n. 2, p. 215-232, 2021. Disponível em: https://doi.org/10.22434/IFAMR2020.0094. Acesso em: 24 nov. 2023.
GIAGNOCAVO, C.; GALDEANO-GÓMEZ, E.; PÉREZ-MESA, J. C. Cooperative Longevity and Sustainable Development in a Family Farming System. Sustainability, v. 10, n. 2198, p. 1-15, 2018. Disponível em: https://doi.org/10.3390/su10072198. Acesso em: 24 nov. 2023.
HELFAND, S. M.; TAYLOR, M. P. H. The inverse relationship between farm size and productivity: Refocusing the debate. Food Policy, v. 99, n. 101977, 2021. Disponível em: https://doi.org/10.1016/j.foodpol.2020.101977. Acesso em: 24 nov. 2023.
HELLIN, J.; LUNDY, M.; MEIJER, M. Farmer organization, collective action and market access in Meso-America. Food Policy, v. 34, n. 1, p. 16-22, 2009. Disponível em: https://doi.org/10.1016/j.foodpol.2008.10.003. Acesso em: 24 nov. 2023.
HERRERA, G. P.; LOURIVAL, R.; COSTA, R. B.; MENDES, D. R. F.; MOREIRA, T. B. S.; ABREU, U. G. P.; CONSTANTINO, M. Econometric Analysis of Income, Productivity and Diversification among Smallholders in Brazil. Land Use Policy, v. 76, julho, p. 455-459, 2018. Disponível em: https://doi.org/10.1016/j.landusepol.2018.02.025. Acesso em: 24 nov. 2023.
HUNTINGTON-KLEIN, N. The Effect: An Introduction to Research Design and Causality. New York: CRC Press, 2022. 646 p.
IBGE - INSTITUTO BRASILEIRO DE GEOGRAFIA E ESTATÍSTICA. SIDRA. Sistema IBGE de Recuperação Automática: Censo Agropecuário 2017. 2023.
______. Produção Agrícola Municipal. IBGE. Rio de janeiro, 2018.
IMB - INSTITUTO MAURO BORGES DE ESTATÍSTICAS E ESTUDOS SOCIOECONÔMICOS. Caderno de Indicadores de Goiás, 2021.
JI, C.; JIN, S.; WANG, H.; YE, C. Estimating effects of cooperative membership on farmers’ safe production behaviors: Evidence from pig sector in China. Food Policy, v. 83, fevereiro, p. 231-245, 2019. Disponível em: https://doi.org/10.1016/j.foodpol.2019.01.007. Acesso em: 24 nov. 2023.
KHANDKER, S. R.; KOOLWAL, G. B.; SAMAD, H. A. Handbook on Impact Evaluation: Quantitative Methods and Practices. The World Bank. 2010.
MA, W.; RENWICK, A.; YUAN, P.; RATNA, N. Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias. Food Policy, v. 81, novembro, p. 122-132, 2018. Disponível em: https://doi.org/10.1016/j.foodpol.2018.10.009. Acesso em: 24 nov. 2023.
MAPA - MINISTÉRIO DA AGRICULTURA E PECUÁRIA. Programa Brasil Mais Cooperativo. 2021. Disponível em: https://www.gov.br/agricultura/pt-br/assuntos/agricultura-familiar/brasil-mais-cooperativo. Acesso em: 24 nov. 2023.
MENDOLA, M. Agricultural Technology Adoption and Poverty Reduction: A Propensity-Score Matching Analysis for Rural Bangladesh. Food Policy, v. 32, n. 3, p. 372-393, 2007. Disponível em: https://doi.org/10.1016/j.foodpol.2006.07.003. Acesso em: 24 nov. 2023.
MERRETT, C. D.; WALZER, N. A Cooperative Approach to Local Economic Development. Quorum Books. 2001.
MISHRA, A. K.; KUMAR, A.; JOSHI, P. K.; D’SOUZA, A. Impact of Contracts in High Yielding Varieties Seed Production on Profits and Yield: The Case of Nepal. Food Policy, v. 62, julho, p. 110-121, 2016. Disponível em: https://doi.org/10.1016/j.foodpol.2016.05.005. Acesso em: 24 nov. 2023.
MOJO, D.; FISCHER, C.; DEGEFA, T. The determinants and economic impacts of membership in coffee farmer cooperatives: recent evidence from rural Ethiopia. Journal of Rural Studies, v. 50, fevereiro, p. 84-94, 2017. Disponível em: https://doi.org/10.1016/j.jrurstud.2016.12.010. Acesso em: 24 nov. 2023.
NARROD, C.; ROY, D.; OKELLO, J.; AVENDAÑO, B.; RICH, K.; THORAT, A. Public-private partnerships and collective action in high value fruit and vegetable supply chains. Food Policy, v. 34, n. 1, p. 8-15, 2009. Disponível em: https://doi.org/10.1016/j.foodpol.2008.10.005. Acesso em: 24 nov. 2023.
NAZIRI, D.; AUBERT, M.; CODRON, J. M.; LOC, N. T. T.; MOUSTIER, P. Estimating the Impact of Small-Scale Farmer Collective Action on Food Safety: The Case of Vegetables in Vietnam. Journal of Development Studies, v. 50, n. 5, p. 715-730, 2014. Disponível em: https://doi.org/10.1080/00220388.2013.874555. Acesso em: 24 nov. 2023.
NEVES, M. C. R.; CASTRO, L. S.; FREITAS, C. O. O impacto das cooperativas na produção agropecuária brasileira: uma análise econométrica espacial. Revista de Economia e Sociologia Rural, v. 57, n. 4, p. 559-576, 2019. Disponível em: https://doi.org/10.1590/1806-9479.2019.187145. Acesso em: 25 nov. 2023.
NEVES, M. C. R.; SILVA, F. F.; FREITAS, C. O.; BRAGA, M. J. The Role of Cooperatives in Brazilian Agricultural Production. Agriculture, v. 11, n. 948, 2021. Disponível em: https://doi.org/10.3390/agriculture11100948. Acesso em: 25 nov. 2023.
RADA, N. Assessing Brazil’s Cerrado agricultural miracle. Food Policy, v. 38, fevereiro, p. 146-155, 2013. Disponível em: https://doi.org/10.1016/j.foodpol.2012.11.002. Acesso em: 25 nov. 2023.
RADA, N. E.; FUGLIE, K. O. New perspectives on farm size and productivity. Food Policy, v. 84, abril, p. 147152, 2019. Disponível em: https://doi.org/10.1016/j.foodpol.2018.03.015. Acesso em: 27 nov. 2023.
RADA, N.; HELFAND, S.; MAGALHÃES, M. Agricultural productivity growth in Brazil: Large and small farms excel. Food Policy, v. 84, n. April 2018, p. 17685, 2019.
RAMOS, É. B. T.; FERREIRA, M. D. P.; OLIVEIRA, G. R. Análise da eficiência das unidades locais da Emater em Goiás: uma abordagem quantitativa. Revista de Economia e Sociologia Rural, 60 (spe), 2022. Disponível em: https://doi.org/10.1590/1806-9479.2021.252837. Acesso em: 27 nov. 2023.
RAMOS, É. B. T.; VIEIRA FILHO, J. E. R. Cooperativismo e associativismo na produção agropecuária de menor porte no Brasil. Texto para Discussão – IPEA, n. 2693, 2021. Disponível em: http://repositorio.ipea.gov.br/handle/11058/10833. Acesso em: 27 nov. 2023.
RODRIGO, M. F. Do Cooperatives Help the Poor? Evidence from Ethiopia. Annals of Agricultural and Applied Economics Association’s (AAEA) Annual Meeting, 29, 2012.
SANTOS, R. B. N.; BRAGA, M. J. Impactos do Crédito Rural na Produtividade da Terra e do Trabalho nas Regiões Brasileiras. Economia Aplicada, v. 17, n. 3, p. 299-324, 2013. Disponível em: https://doi.org/10.1590/S1413-80502013000300004. Acesso em: 27 nov. 2023.
SCHRADER, L. F. Economic Justification. In Cobia, D. W. (Ed.), Cooperatives in Agriculture, p. 121-136. Prentice Hall. 1989.
SCHUNTZEMBERGER, A. M. D. S.; JACQUES, E. R.; GONÇALVES, F. D. O.; SAMPAIO, A. V. Análises Quase-Experimentais Sobre o Impacto das Cooperativas de Crédito Rural Solidário no PIB Municipal da Agropecuária. Revista de Economia e Sociologia Rural, v. 53 n. 3, p. 497-516, 2015.
VALENTINOV, V. Why are cooperatives important in agriculture? An organizational economics perspective. Journal of Institutional Economics, v. 3, n. 1, p. 55-69, 2007. Disponível em: https://doi.org/10.1017/S1744137406000555. Acesso em: 27 nov. 2023.
VERHOFSTADT, E.; MAERTENS, M. Can agricultural cooperatives reduce poverty? Heterogeneous impact of cooperative membership on farmers’ welfare in Rwanda. Applied Economic Perspectives and Policy, v. 37, n. 1, p. 86106, 2015. Disponível em: https://doi.org/10.1093/aepp/ppu021. Acesso em: 27 nov. 2023.
WOSSEN, T.; ABDOULAYE, T.; ALENE, A.; HAILE, M. G.; FELEKE, S.; OLANREWAJU, A.; MANYONG, V. Impacts of extension access and cooperative membership on technology adoption and household welfare. Journal of Rural Studies, v. 54, agosto, p. 223-233, 2017. Disponível em: https://doi.org/10.1016/j.jrurstud.2017.06.022. Acesso em: 27 nov. 2023.
ZEULI, K. A.; RADEL, J. Cooperatives as a community development strategy: linking theory and practice. Journal of Regional Analysis and Policy, v. 35, n. 1, p. 4354, 2005. Disponível em: https://doi.org/http://dx.doi.org/10.22004/ag.econ.132302. Acesso em: 27 nov. 2023.
ZHANG, J.; GODDARD, E.; LEROHL, M. Estimating Pricing Games in the Wheat-handling Market in Saskatchewan: The Role of a Major Cooperative. In Novkovic, S.; V. Sena (Eds.), Cooperative Firms in Global Markets. Emerald Group Publishing Limited. 2007. Disponível em: https://doi.org/10.1016/S0885-3339(06)10006-X. Acesso em: 27 nov. 2023.
ZULFIQAR, F.; THAPA, G. B. Is ‘Better Cotton’ better than Conventional Cotton in Terms of Input Use Efficiency and Financial Performance? Land Use Policy, v. 52, março, p. 136-143, 2016. Disponível em: https://doi.org/10.1016/j.landusepol.2015.12.013. Acesso em: 27 nov. 2023.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Lindomar Pegorini Daniel, Mateus de Carvalho Reis Neves, Marcelo Dias Paes Ferreira, Guilherme Resende Oliveira, Érica Basílio Tavares Ramos

This work is licensed under a Creative Commons Attribution 4.0 International License.




