Agricultural cooperatives and inter-cooperation as vectors for technology transfer in dairy farms: an absorptive capacity perspective

Authors

DOI:

https://doi.org/10.21527/2237-6453.2026.64.18311

Keywords:

Cooperativismo, Inovação, Capacidades dinâmicas, Desenvolvimento rural

Abstract

This article analyzes and seeks to understand the growing complexity of dairy farming production systems, which has intensified the demand for technologies capable of boosting farm efficiency and competitiveness. In this context, agricultural cooperatives and inter-cooperation play a strategic role in disseminating knowledge and promoting innovation in rural areas. However, understanding these processes still requires integrative analytical approaches that link technology transfer mechanisms with the internal capabilities of producers. Thus, this study aims to analyze how agricultural cooperatives and inter-cooperation act as vectors for technology transfer on dairy farms, viewed through the lens of Absorptive Capacity. The research is a theoretical-analytical study based on a structured review of scientific literature, drawing on 205 articles selected from national and international databases. The qualitative, interpretive analysis identified relationships between organizational structures, knowledge flows, and technological internalization processes. The main result is a proposed integrative theoretical model linking agricultural cooperatives, inter-cooperation, and absorptive capacity, highlighting that innovation on dairy farms depends on the interaction between access to knowledge, its circulation, and its internalization. Research findings indicate that inter-cooperation expands the reach and quality of technology transfer processes, while absorptive capacity determines their effective assimilation and application. The study concludes that innovation in dairy farming must be understood as a systemic process in which collective structures and individual capabilities complement each other. The proposed model offers a significant theoretical contribution by providing an analytical framework to support empirical studies and rural development strategies.

Author Biographies

  • Guilherme Lau Santiago, Universidade Regional do Noroeste do Estado do Rio Grande do Sul

    https://orcid.org/0009-0004-0074-9377 

  • Euselia Paveglio Vieira, Universidade Regional do Noroeste do Estado do Rio Grande do Sul

    https://orcid.org/0000-0001-5927-2703

  • Nelson José Thesing, Universidade Regional do Noroeste do Estado do Rio Grande do Sul

    https://orcid.org/0000-0001-7123-0717

  • Pedro Luís Büttenbender, Universidade Regional do Noroeste do Estado do Rio Grande do Sul

    https://orcid.org/0000-0002-7011-8552

References

ACI – ALIANÇA COOPERATIVA INTERNACIONAL. Statement on the cooperative identity. Manchester: ICA, 1995. Disponível em: https://www.ica.coop. Acesso em: 05 abr. 2026.

AFSHARI, Hadi; SEARCY, Cory; JABER, Mohamad Y. Multi-criteria decision-making for sustainability. Journal of Cleaner Production, Amsterdam, v. 242, 2020. Disponível em: https://www.sciencedirect.com. Acesso em: 06 abr. 2026.

ARGOTE, Linda; INGRAM, Paul. Knowledge transfer: a basis for competitive advantage. Organizational Behavior and Human Decision Processes, San Diego, v. 82, n. 1, p. 150–169, 2000. Disponível em: https://www.sciencedirect.com. Acesso em: 03 abr. 2026.

BARDIN, Laurence. Análise de conteúdo. São Paulo: Edições 70, 2011. Disponível em: https://books.google.com. Acesso em: 11 abr. 2026.

BATALHA, Mário Otávio; BUAINAIN, Antônio Márcio. Inovação na agropecuária brasileira. Brasília: Ipea, 2022. Disponível em: https://www.ipea.gov.br. Acesso em: 04 abr. 2026.

BIRCHALL, Johnston. The governance of large co-operative businesses. Manchester: Co-operatives UK, 2021. Disponível em: https://www.uk.coop. Acesso em: 15 abr. 2026.

BIRCHALL, Johnston; KETILSON, Lou Hammond. Resilience of the cooperative business model in times of crisis. Geneva: ILO, 2022. Disponível em: https://www.ilo.org. Acesso em: 11 abr. 2026.

BOOTH, Andrew; SUTTON, Anthea; PAPAIOANNOU, Diana. Systematic approaches to a successful literature review. London: Sage, 2016. Disponível em: https://uk.sagepub.com. Acesso em: 03 abr. 2026.

BOSSLE, Marilia Bonzanini; DE BARCELOS, Marcia Dutra; VIEIRA, Luciana Marques; SAUSEN, Jorge Oneide. The drivers for adoption of eco-innovation. Journal of Cleaner Production, Amsterdam, v. 113, p. 861–872, 2016. Disponível em: https://www.sciencedirect.com. Acesso em: 10 abr. 2026.

BÜTTENBENDER, Pedro Luís; SAUSEN, Jorge Oneide; BALESTRIN, Alsones; GARCIA, Luiz Eduardo. Cooperativismo e desenvolvimento regional. Ijuí: Unijuí, 2022. Disponível em: https://www.unijui.edu.br. Acesso em: 06 abr. 2026.

CHADDAD, Fabio R.; COOK, Michael L. Cooperative life cycle theory. Journal of Co-operative Organization and Management, Amsterdam, v. 9, n. 2, 2021. Disponível em: https://www.sciencedirect.com. Acesso em: 04 abr. 2026.

COHEN, Wesley M.; LEVINTHAL, Daniel A. Absorptive capacity: a new perspective on learning and innovation. Administrative Science Quarterly, Ithaca, v. 35, n. 1, p. 128–152, 1990. Disponível em: https://journals.sagepub.com. Acesso em: 19 abr. 2026.

COHEN, Wesley M.; LEVINTHAL, Daniel A. Innovation and learning: the two faces of R&D. The Economic Journal, Oxford, v. 99, n. 397, p. 569–596, 1989. Disponível em: https://academic.oup.com. Acesso em: 10 abr. 2026.

CRESWELL, John W.; POTH, Cheryl N. Qualitative inquiry and research design: choosing among five approaches. 4. ed. Thousand Oaks: Sage, 2018. Disponível em: https://us.sagepub.com. Acesso em: 15 abr. 2026.

DENZIN, Norman K.; LINCOLN, Yvonna S. The Sage handbook of qualitative research. 5. ed. Thousand Oaks: Sage, 2018. Disponível em: https://us.sagepub.com. Acesso em: 03 abr. 2026.

DIEDEREN, Paul; VAN MEIJL, Hans; WOLTERS, Arjan; BIJAK, Kees. Innovation adoption in agriculture. European Review of Agricultural Economics, Oxford, v. 30, n. 3, p. 315–337, 2003. Disponível em: https://academic.oup.com. Acesso em: 12 abr. 2026.

EASTWOOD, Callum; AYRE, Melanie; NAYLOR, Ross; DEMPSEY, Kate. Precision dairy farming: challenges and opportunities. Animal Production Science, Clayton, v. 57, n. 10, p. 1966–1978, 2017. Disponível em: https://www.publish.csiro.au. Acesso em: 15 abr. 2026.

EMBRAPA. Anuário do leite 2023. Brasília: Embrapa, 2023. Disponível em: https://www.embrapa.br. Acesso em: 12 abr. 2026.

FISCHER, Elisabeth; QUAIM, Matin. Linking smallholders to markets. Food Policy, Amsterdam, v. 105, 2022. Disponível em: https://www.sciencedirect.com. Acesso em: 04 abr. 2026.

FLICK, Uwe. An introduction to qualitative research. 6. ed. London: Sage, 2018. Disponível em: https://uk.sagepub.com. Acesso em: 19 abr. 2026.

GIL, Antônio Carlos. Métodos e técnicas de pesquisa social. 7. ed. São Paulo: Atlas, 2019. Disponível em: https://books.google.com. Acesso em: 05 abr. 2026.

GIOIA, Dennis A.; CORLEY, Kevin G.; HAMILTON, Aimee L. Seeking qualitative rigor in inductive research. Organizational Research Methods, Thousand Oaks, v. 16, n. 1, p. 15–31, 2013. Disponível em: https://journals.sagepub.com. Acesso em: 21 abr. 2026.

GLASER, Barney; STRAUSS, Anselm. The discovery of grounded theory. Chicago: Aldine, 1967. Disponível em: https://books.google.com. Acesso em: 13 abr. 2026.

GRASHUIS, Jasper; COOK, Michael. A structural equation model of cooperative performance. Journal of Agricultural Economics, Oxford, v. 70, n. 2, p. 458–477, 2019. Disponível em: https://onlinelibrary.wiley.com. Acesso em: 14 abr. 2026.

JONES, Andrew; EASTWOOD, Callum; NAYLOR, Ross; STONE, Alison. Digital transformation in dairy farming. Journal of Dairy Science, Champaign, v. 106, n. 6, p. 1–15, 2023. Disponível em: https://www.sciencedirect.com. Acesso em: 18 abr. 2026.

KHIN KHIN OO, Nay Chi; RAKTHIN, Sirisuhk. Absorptive capacity and resilience. Sustainability, Basel, v. 14, n. 18, 2022. Disponível em: https://www.mdpi.com. Acesso em: 03 abr. 2026.

KITCHENHAM, Barbara; CHARTERS, Stuart. Guidelines for systematic literature reviews in software engineering. 2007. Disponível em: https://www.elsevier.com. Acesso em: 17 abr. 2026.

KLERKX, Laurens; BEERS, Pieter J.; BOS, Bram. Designing agricultural innovation systems. Agricultural Systems, Amsterdam, v. 195, 2022. Disponível em: https://www.sciencedirect.com. Acesso em: 06 abr. 2026.

KLERKX, Laurens; JAKKU, Emma; LABARTHE, Pierre. A review of social science on digital agriculture. NJAS – Wageningen Journal of Life Sciences, Wageningen, v. 90–91, 2019. Disponível em: https://www.sciencedirect.com. Acesso em: 11 abr. 2026.

KLERKX, Laurens; ROSE, David. Dealing with game-changing technologies. Global Food Security, Amsterdam, v. 32, 2022. Disponível em: https://www.sciencedirect.com. Acesso em: 21 abr. 2026.

LANE, Peter J.; KOKA, Balaji R.; PATHAK, Seemantini. The reification of absorptive capacity. Academy of Management Review, Briarcliff Manor, v. 31, n. 4, p. 833–863, 2006. Disponível em: https://journals.aom.org. Acesso em: 15 abr. 2026.

LANE, Peter J.; PATHAK, Seemantini; GARCIA, Rodolfo. The importance of organizational learning. Strategic Management Journal, Hoboken, v. 39, n. 1, p. 1–20, 2018. Disponível em: https://onlinelibrary.wiley.com. Acesso em: 05 abr. 2026.

LÄPPLE, Doris; RENWICK, Alan; THORNE, Fiona. Adoption of precision technologies. Journal of Agricultural Economics, Oxford, v. 66, n. 1, p. 142–162, 2015. Disponível em: https://onlinelibrary.wiley.com. Acesso em: 09 abr. 2026.

LINCOLN, Yvonna S.; GUBA, Egon G. Naturalistic inquiry. Beverly Hills: Sage, 1985. Disponível em: https://books.google.com. Acesso em: 10 abr. 2026.

NONAKA, Ikujiro; TAKEUCHI, Hirotaka. Criação de conhecimento na empresa. Rio de Janeiro: Campus, 1997. Disponível em: https://books.google.com. Acesso em: 18 abr. 2026.

PIRES, Marcelo; SOUZA, Ricardo; SILVA, João; OLIVEIRA, Carlos. Difusão tecnológica no meio rural. Revista de Economia e Sociologia Rural, Brasília, v. 60, 2022. Disponível em: https://www.scielo.br. Acesso em: 12 abr. 2026.

PROVAN, Keith G.; FISH, Amy; SYDOW, Jörg. Interorganizational networks. Journal of Management, Thousand Oaks, v. 33, n. 3, p. 479–516, 2007. Disponível em: https://journals.sagepub.com. Acesso em: 06 abr. 2026.

PU, Kai; LIU, Wei; ALI, Murad. Absorptive capacity and firm performance. PLOS ONE, San Francisco, v. 18, 2023. Disponível em: https://journals.plos.org. Acesso em: 14 abr. 2026.

SALDAÑA, Johnny. The coding manual for qualitative researchers. 4. ed. London: Sage, 2021. Disponível em: https://uk.sagepub.com. Acesso em: 11 abr. 2026.

SAUSEN, Jorge Oneide. Desenvolvimento regional e aprendizagem territorial. Ijuí: Unijuí, 2022. Disponível em: https://www.unijui.edu.br. Acesso em: 10 abr. 2026.

SCHUT, Marc; VAN PAASSEN, Annemarie; LEEUWIS, Cees; KLERKX, Laurens. Innovation platforms in agriculture. Agricultural Systems, Amsterdam, v. 195, 2022. Disponível em: https://www.sciencedirect.com. Acesso em: 18 abr. 2026.

SINGH, Rajesh; KUMAR, Anil; SHARMA, Vivek; SINGH, Pawan. Dairy cooperatives and rural development. Journal of Dairy Science, Champaign, v. 106, 2023. Disponível em: https://www.sciencedirect.com. Acesso em: 20 abr. 2026.

SISTEMA OCB. Anuário do cooperativismo brasileiro. Brasília: OCB, 2020. Disponível em: https://www.ocb.org.br. Acesso em: 15 abr. 2026.

SNYDER, Hannah. Literature review as a research methodology. Journal of Business Research, Amsterdam, v. 104, p. 333–339, 2019. Disponível em: https://www.sciencedirect.com. Acesso em: 05 abr. 2026.

SOUZA, Ricardo; PIRES, Marcelo; SILVA, João; OLIVEIRA, Carlos. Adoção tecnológica na bovinocultura leiteira. Revista Brasileira de Zootecnia, Viçosa, v. 52, 2023. Disponível em: https://www.scielo.br. Acesso em: 21 abr. 2026.

SPIELMAN, David; EKBOIR, Javier; DAVIS, Kristin; OCHIENG, Christine. Agricultural innovation systems. World Development, Amsterdam, v. 39, n. 10, p. 1935–1948, 2011. Disponível em: https://www.sciencedirect.com. Acesso em: 12 abr. 2026.

THESING, Nelson José. Desenvolvimento regional e cooperativismo. Ijuí: Unijuí, 2022. Disponível em: https://www.unijui.edu.br. Acesso em: 04 abr. 2026.

TORRACO, Richard J. Integrative literature review. Human Resource Development Review, Thousand Oaks, v. 15, n. 4, p. 404–428, 2016. Disponível em: https://journals.sagepub.com. Acesso em: 10 abr. 2026.

TORRACO, Richard J. Writing integrative literature reviews. Human Resource Development Review, Thousand Oaks, v. 4, n. 3, p. 356–367, 2005. Disponível em: https://journals.sagepub.com. Acesso em: 17 abr. 2026.

VALENTINOV, Vladislav; ILIOPOULOS, Constantine. Economic theories of cooperatives. Journal of Co-operative Organization and Management, Amsterdam, v. 9, 2021. Disponível em: https://www.sciencedirect.com. Acesso em: 03 abr. 2026.

WOLFERT, Sjaak; GE, Lan; VERDOUW, Cor; BOGAARDT, Marc-Jan. Big data in smart farming. Agricultural Systems, Amsterdam, v. 153, p. 69–80, 2017. Disponível em: https://www.sciencedirect.com. Acesso em: 06 abr. 2026.

WU, Y.; ZHANG, L. Technology adoption and absorptive capacity. Sustainability, Basel, v. 15, 2023. Disponível em: https://www.mdpi.com. Acesso em: 11 abr. 2026.

YANG, Fan; LIN, Chen. Interorganizational collaboration and innovation. Technological Forecasting and Social Change, Amsterdam, v. 153, 2020. Disponível em: https://www.sciencedirect.com. Acesso em: 05 abr. 2026.

ZAHRA, Shaker A.; GEORGE, Gerard. Absorptive capacity: a review and reconceptualization. Academy of Management Review, Briarcliff Manor, v. 27, n. 2, p. 185–203, 2002. Disponível em: https://journals.aom.org. Acesso em: 14 abr. 2026.

ZHANG, Xia; WANG, Yumei; LIU, Jin; WANG, Qiang. Agricultural innovation systems. Agricultural Systems, Amsterdam, v. 197, 2022. Disponível em: https://www.sciencedirect.com. Acesso em: 13 abr. 2026.

Published

2026-10-16

Issue

Section

Artigos

How to Cite

Agricultural cooperatives and inter-cooperation as vectors for technology transfer in dairy farms: an absorptive capacity perspective. (2026). Desenvolvimento Em Questão, 24(64), e18311. https://doi.org/10.21527/2237-6453.2026.64.18311