Analysis of a Succession Propension Index (PSI) of rural properties using fuzzy systems
DOI:
https://doi.org/10.21527/2237-6453.2025.62.15877Keywords:
Parenting Styles, Fuzzy, Rural Properties, SuccessionAbstract
The aim of this study was to propose a conceptual model to represent the propensity of rural properties to succeed, based on the the subjective aspects inherent in the succession process, using fuzzy systems. In order to design the analysis, a bibliographical survey was carried out, which listed the factors influencing succession, which were grouped into five dimensions: Parental Profile; Parenting Styles; Farm Profile; Successor Profile; and Family Relations. and Family Relationships. The output variables of the inference systems that represent the five aforementioned dimensions make up the main level inference system, which estimates the Succession Propensity Index (SPI). In order to test the conceptual model for representing the SPI, a study was carried out with 87 potential successors in the state of Rio Grande do Sul- Brazil. The operationalization of the fuzzy inference system revealed an average IPS of the sample (5.49). In addition, the lowest average IPS was obtained for the property profile (3.30), i.e. the dimension with the lowest propensity to succession (low). (low). This dimension combines the factors income, property size, distance and diversification. On the other hand, the IPS parental styles showed the highest average IPS (7.43), which is considered a high IPS.
References
ABDALA, R. G.; BINOTTO, E.; BORGES, J. A. R. Sucessão familiar rural: evidências da capacidade absortiva, capital social e aspectos socioeconômicos. Revista de Economia e Sociologia Rural, v. 60, n. 4, 2022. DOI: https://doi.org/10.1590/1806-9479.2021.235777
ALDANONDO OCHOA, A. M.; CASANOVAS OLIVA, V.; ALMANSA SÁEZ, C. Explaining farm succession: the impact of farm location and off-farm employment opportunities. Spanish Journal of Agricultural Research, v. 5 (2). p. 214-225, 2007. DOI: 10.5424/sjar/2007052-241
BARBOSA, R. A. et al. Using Q-methodology to identify rural women’s viewpoint on succession of family farms. Land Use Policy, v. 92, 2020. DOI: https://doi.org/10.1016/j.landusepol.2020.104489
BAUMRIND, D. Effects of authoritative parental control on child behavior. UChild Development, 37U, 887-907. 1966.
BEDNAŘÍKOVÁ, Z.; BAVOROVÁ, M.; PONKINA, E. V. Migration motivation of agriculturally educated rural youth: The case of Russian Siberia. Journal of Rural Studies, v. 45, p. 99-111, 2016. DOI: https://doi.org/10.1016/j.jrurstud.2016.03.006
BEECHER, M. et al. Careers in dairy: adolescents’ perceptions and attitudes. The Journal of Agricultural Education and Extension, v. 25, p. 415–430, 2019. DOI: https://doi.org/10.1080/1389224X.2019.1643745
BENINI, L. C. Uma introdução à teoria dos conjuntos fuzzy. Natal: Editora UFRN, 2012.
BERTONI, D.; CAVICCHIOLI, D. Process description, qualitative analysis and causal relationships in farm succession. CAB Reviews− Perspectives in Agriculture Veterinary Science Nutrition and Natural Resources, 1-11. 2016.
BERTOLOZZI- CAREDIO. D. et al. Key steps and dynamics of family farm succession in marginal extensive livestock farming. Journal of Rural Studies. v. 76, p. 131-141, 2020. DOI: https://doi.org/10.1016/j.jrurstud.2020.04.030
BOSCARDIN, M. Sucessão geracional no meio rural: percepção dos filhos em relação aos estilos parentais. 2024. Tese de Doutorado. Universidade Federal de Santa Maria. Disponível em: https://repositorio.ufsm.br/handle/1/31762. Acesso em: 01 mai. 2025.
BREITENBACH, R.; CORAZZA, G.; DEBASTIANI, L. Sucessão familiar na agricultura: cenário internacional. Interdisciplina, v. 9, n. 25 p. 115-138, 2021. DOI: https://doi.org/10.22201/ceiich.24485705e.2021.25.79969
BREITENBACH, R.; DALLAGNOL, R. P.; TROIAN, A. “Decidi Ficar”: Aspectos emocionais como fatores determinantes do processo sucessório em Ipiranga do Sul/RS. Revista Brasileira de Gestão e Desenvolvimento Regional, v. 19, n. 1, 2023. DOI: https://doi.org/10.54399/rbgdr.v19i1.6696
CAROLAN, M. Lands changing hands: experiences of succession and farm (knowledge) acquisition among first-generation, multigenerational, and aspiring farmers. Land Use Policy. v. 79, p. 179–189. 2018. DOI: https://doi.org/10.1016/j. landusepol.2018.08.011.
CAVICCHIOLI, D., BERTONI, D., PRETOLANI, R. Farm succession at a crossroads: the interaction among farm characteristics, labour market conditions, and gender and birth order effects. Journal of Rural Studies, v. 61, p. 73–83, 2018. DOI: https://doi.org/10.1016/j. jrurstud.2018.06.002
CAVICCHIOLI D, et al. What factors encourage intrafamily farm succession in mountain areas? Mountain Research and Development, v. 35. p. 152–160, 2015. DOI: 10.1659/MRD-JOURNAL-D-14-00107.1.
CHISWELL, H. M. From generation to generation: changing dimensions of intergenerational farm transfer. Sociologia Ruralis, v. 58, p. 104–125, 2018. DOI: https://doi.org/ 10.1111/soru.12138.
CHISWELL, H. M.; LOBLEY, M. “It's definitely a good time to be a farmer”: Understanding the changing dynamics of successor creation in late modern society. Rural Sociology, v. 83, n. 3, p. 630-653, 2018. DOI: https://doi.org/10.1111/ruso.12205
CONWAY, S. F. et al. Uncovering obstacles: the exercise of symbolic power in the complex arena of intergenerational family farm transfer. Journal of Rural Studies, v. 54, p. 60–75, 2017. DOI: https://doi.org/10.1016/j.jrurstud.2017.06.007.
COOPMANS, I. et al. Understanding farm generational renewal and its influencing factors in Europe. Journal of Rural Studies, v. 86, p. 398-409, 2021. DOI: https://doi.org/10.1016/j.jrurstud.2021.06.023
COSTA, F. T. DA, TEIXEIRA, M. A. P., GOMES, W. B. Responsividade e exigências: Duas escalas para avaliar estilos parentais. Psicologia: Reflexão e Crítica, v. 13, p. 465-473. 2000. DOI: https://doi.org/10.1590/S0102-79722000000300014
CUSH, P., MACKEN-WALSH, A. Farming ‘through the ages’: joint farming ventures in Ireland. Rural Society, v. 25, p. 104–116, 2016. DOI: https://doi.org/10.1080/10371656.2016.1225833.
DARLING, N.; STEINBERG, L. Parenting style as context: An integrative model. Psychological Bulletin, v. 113, p. 487-496. 1993.
DEMING, J. et al. Entering the occupational category of ‘Farmer’: new pathways through professional agricultural education in Ireland. The Journal of Agricultural Education and Extension, v. 25, p. 63–78, 2018. DOI: https://doi.org/10.1080/ 1389224X.2018.1529605.
FISHER, H.; BURTON, R. J. Understanding farm succession as socially constructed endogenous cycles. Sociologia Ruralis, v. 54, n. 4, p. 417-438, 2014. DOI: https://doi.org/10.1111/soru.12055
FOGUESATTO, C. R. et al. Will I have a potential successor? Factors influencing family farming succession in Brazil. Land Use Policy. v. 97, 104643, 2020. DOI: https://doi.org/10.1016/j.landusepol.2020.104643.
GLAUBEN, T. et al. Probability and timing of succession or closure in family firms: a switching regression analysis of farm households in Germany. Applied Economics. v. 41. p. 45–54, 2009. DOI: https://doi.org/10.1080/00036840601131722.
LAGO, A. et al. Analyzing decision-making factors in the generational succession of rural youth. Journal of Co-operative Organization and Management, v. 10, n. 2, p. 100187, 2022. https://doi.org/10.1016/j.jcom.2022.100187
LEONARD et al. Risky (farm) business: Perceptions of economic risk in farm succession and inheritance. Journal of Rural Studies. v. 75, p. 57-69, 2020. DOI: https://doi.org/10.1016/j.jrurstud.2019.12.007
LOBLEY, M., BAKER, J. R.; WHITEHEAD, I. Farm succession and retirement: some international comparisons. Journal of Agriculture, Food Systems and Community Development, v. 1, n. 1, p. 49-64. 2010. DOI: https://doi.org/10.5304/jafscd.2010.011.009
MALIBARI, A. et al. Analysis of Attitudes towards Food Waste in the Kingdom of Saudi Arabia Using Fuzzy Logic. Sustainability, v. 15, n. 4, p. 3668, 2023.
MATTE, A. et al. Agricultura e pecuária familiar:(Des) continuidade na reprodução social e na gestão dos negócios. Revista Brasileira de Gestão e Desenvolvimento Regional, v. 15, n. 1, 2019. DOI: https://doi.org/10.54399/rbgdr.v15i1.4317
MILONE, P., VENTURA, F. New generation farmers: rediscovering the peasantry. Journal of Rural Studies, v. 65, p. 43–52, 2019. DOI: https://doi.org/10.1016/j.jrurstud.2018.12.009.
MISHRA, A. K.; EL- OSTA, H. S. Effect of agricultural policy on succession decisions of farm households. Review of Economics of the Household, v. 6, p. 285–307, 2008. DOI: 10.1007/s11150-008-9032-7
MORAIS, M. Sucessão e teoria do comportamento planejado: o estado da arte e a intenção de potenciais sucessores em se tornarem produtores rurais. 2017. Disponível em: https://repositorio.ufgd.edu.br/jspui/bitstream/prefix/1191/1/ManoelaMorais.pdf. Acesso em: 10 jun. 2022.
NUTHALL, P.L., OLD, K.M. Farm owners’ reluctance to embrace family succession and the implications for extension: the case of family farms in New Zealand. The Journal of Agricultural Education and Extension, v. 23, p. 39–60, 2016. DOI: https://doi.org/10.1080/1389224X.2016.1200992
OLIVEIRA, M. F.; MENDES, L.; VAN HERK VASCONCELOS, A. C. Desafios à permanência do jovem no meio rural: um estudo de casos em Piracicaba-SP e Uberlândia-MG. Revista de Economia e Sociologia Rural, v. 59, n. 2, p. 1-19, 2021. DOI: e222727. https://doi.org/10.1590/1806-9479.2021.222727
OSAWA, T., KOHYAMA, K..; MITSUHASHI, H. Multiple factors drive regional agricultural abandonment. Science of The Total Environment, v. 542, p. 478-483, 2016. DOI: https://doi.org/10.1016/j.scitotenv.2015.10.067
POLLNOW, G. E.; CALDAS, N. V.; ANJOS, F. S. Sucessão geracional e instalação de jovens na agricultura: a percepção de organizações sindicais da Espanha. Revista de Economia e Sociologia Rural, v. 61, n. 4, e26321, p. 1-21, 2023. DOI: https://doi.org/10.1590/1806-9479.2022.263213
PITTS, M. J., et al. Dialectical tensions underpinning family farm succession planning. Journal of Applied Communication Research, v. 37, p. 59–79, 2009. DOI: https://doi.org/10.1080/00909880802592631
RODRIGUEZ-LIZANO, V., MONTERO-VEJA, M., SIBELET, N. Which variables influence the succession process in family farms? A literature review. Cahiers Agriculture, v. 29, p. 39, 2020. DOI: https://doi.org/10.1051/cagri/2020040
SHAHZAD, M.A.; ABUBAKR, S.; FISCHER, C. Factors Affecting Farm Succession and Occupational Choices of Nominated Farm Successors in Gilgit- Baltistan, Pakistan. Agriculture. v. 11, n. 1203, 2021. DOI: https://doi.org/10.3390/agriculture11121203
SILVA, M. N.; POLLNOW, G. E.; ANJOS, F. S.; CALDAS, N. V. A quem pertence o futuro? agricultura familiar e sucessão geracional no Brasil meridional. Revista Brasileira de Gestão e Desenvolvimento Regional, [S. l.], v. 19, n. 2, 2023. DOI: 10.54399/rbgdr.v19i2.6513.
SILVA, M. N. da; ANJOS, F. S. dos. A sucessão geracional na pecuária familiar do extremo sul do Brasil. Revista de Economia e Sociologia Rural, v. 61, n. 2, p. e253400, 2022. DOI: https://doi.org/10.1590/1806-9479.2021.253400
SOTTOMAYOR M.; TRANTER, R.; COSTA, L. Likelihood of succession and farmers’ attitudes towards their future behaviour: evidence from a survey in Germany, the United Kingdom and Portugal. International Journal of Sociology of Agriculture and Food, v. 18, n. 2, p. 121-133, 2011. https://doi.org/10.48416/ijsaf.v18i2.250
ZAGATA, L., SUTHERLAND, L. A. Deconstructing the “young farmer problem in Europe”: towards a research agenda. Journal of Rural Studies, v. 38, p. 39–51, 2015. DOI: https://doi.org/ 10.1016/j.jrurstud.2015.01.003.
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