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Human Capital and Eco-Contractual Governance in Small Farms in Poland: Simultaneous Confirmatory Factor Analysis with Ordinal Variables

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  • Bazyli Czyżewski

    (Department of Macroeconomics and Agricultural Economics, Poznan University of Economics and Business, al. Niepodległości 10, 61-875 Poznań, Poland)

  • Agnieszka Sapa

    (Department of Macroeconomics and Agricultural Economics, Poznan University of Economics and Business, al. Niepodległości 10, 61-875 Poznań, Poland)

  • Piotr Kułyk

    (Department of International Economics, University of Zielona Góra, ul. Licealna 9, 65-417 Zielona Góra, Poland)

Abstract

Human capital (HC) plays an important role in modern agriculture. The difference in efficiency of assets explains only about a half of the economic performance of agricultural farms, while the other half relies on HC. Although education and training are the main components of HC, it may also be viewed from the perspective of behavioral theories that were taken under consideration in this study. The role of HC in sustainable farming has not been sufficiently explained when it comes to contractual governance (CG). In this study, the meaning of contractual governance was extended and the eco-contractual governance (ECG) concept was proposed, which stands for CG induced by agri-environmental contracts. The main objective of the article is to confirm the latent concepts of HC and ECG and to verify their correlation in view of the standards imposed by the agricultural policy. To achieve this goal, a structural equation model was developed and simultaneous confirmatory factor analysis with ordinal variables was carried out based on the sample of 674 small farms in Poland. The analysis has confirmed a relatively strong correlation between HC and ECG. It was revealed that training plays a crucial role in this relationship, while economic dependence on agricultural policy weakens the effectiveness of both HC and ECG.

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  • Bazyli Czyżewski & Agnieszka Sapa & Piotr Kułyk, 2021. "Human Capital and Eco-Contractual Governance in Small Farms in Poland: Simultaneous Confirmatory Factor Analysis with Ordinal Variables," Agriculture, MDPI, vol. 11(1), pages 1-16, January.
  • Handle: RePEc:gam:jagris:v:11:y:2021:i:1:p:46-:d:477710
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    References listed on IDEAS

    as
    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, September.
    2. Rehber, Erkan, 1998. "Vertical Integration In Agriculture And Contract Farming," Working Papers 25991, Regional Research Project NE-165 Private Strategies, Public Policies, and Food System Performance.
    3. Luca Camanzi & Elisabetta Arba & Cosimo Rota & Cesare Zanasi & Giulio Malorgio, 2018. "A structural equation modeling analysis of relational governance and economic performance in agri-food supply chains: evidence from the dairy sheep industry in Sardinia (Italy)," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-21, December.
    4. Oleg Badunenko & Pavlo Mozharovskyi, 2016. "Nonparametric frontier analysis using Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 550-589, September.
    5. Justin Yifu Lin, 1991. "Education and Innovation Adoption in Agriculture: Evidence from Hybrid Rice in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 713-723.
    6. Maria Espinosa‐Goded & Jesús Barreiro‐Hurlé & Eric Ruto, 2010. "What Do Farmers Want From Agri‐Environmental Scheme Design? A Choice Experiment Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 259-273, June.
    7. Picazo-Tadeo, Andrés J. & Beltrán-Esteve, Mercedes & Gómez-Limón, José A., 2012. "Assessing eco-efficiency with directional distance functions," European Journal of Operational Research, Elsevier, vol. 220(3), pages 798-809.
    8. Shiho Amagasa & Noritoshi Fukushima & Hiroyuki Kikuchi & Koichiro Oka & Tomoko Takamiya & Yuko Odagiri & Shigeru Inoue, 2017. "Types of social participation and psychological distress in Japanese older adults: A five-year cohort study," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-12, April.
    9. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    10. Felipe Valencia Caicedo, 2019. "The Mission: Human Capital Transmission, Economic Persistence, and Culture in South America," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 507-556.
    11. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    12. Park, C Whan & Mothersbaugh, David L & Feick, Lawrence, 1994. "Consumer Knowledge Assessment," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(1), pages 71-82, June.
    13. Bindlish, Vishva & Evenson, Robert E, 1997. "The Impact of T&V Extension in Africa: The Experience of Kenya and Burkina Faso," The World Bank Research Observer, World Bank, vol. 12(2), pages 183-201, August.
    14. Joe Zhu, 2009. "Multiplier and Slack-based Models," International Series in Operations Research & Management Science, in: Quantitative Models for Performance Evaluation and Benchmarking, chapter 2, pages 1-19, Springer.
    15. Peng Jing & Hao Huang & Bin Ran & Fengping Zhan & Yuji Shi, 2019. "Exploring the Factors Affecting Mode Choice Intention of Autonomous Vehicle Based on an Extended Theory of Planned Behavior—A Case Study in China," Sustainability, MDPI, vol. 11(4), pages 1-20, February.
    16. Francesca Borgonovi & Artur Pokropek, 2018. "The role of education in promoting positive attitudes towards migrants at times of stress," JRC Research Reports JRC112909, Joint Research Centre.
    17. Brown, L. David & Ashman, Darcy, 1996. "Participation, social capital, and intersectoral problem solving: African and Asian cases," World Development, Elsevier, vol. 24(9), pages 1467-1479, September.
    18. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    19. Jill E. Hobbs, 1997. "Measuring the Importance of Transaction Costs in Cattle Marketing," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(4), pages 1083-1095.
    20. Hattam, Caroline, 2006. "Adopting Organic Agriculture: An Investigation Using the Theory of Planned Behaviour," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25269, International Association of Agricultural Economists.
    21. Laure Latruffe & Kelvin Balcombe & Sophia Davidova & Katarzyna Zawalinska, 2005. "Technical and scale efficiency of crop and livestock farms in Poland : does specialization matte r?," Post-Print hal-02392195, HAL.
    22. David Wuepper & Travis J. Lybbert, 2017. "Perceived Self-Efficacy, Poverty, and Economic Development," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 383-404, October.
    23. Dudek, Michał & Chmieliński, Paweł & Karwat-Woźniak, Bożena & Wrzochalska, Agnieszka, 2014. "Human capital in the structural transformation process of rural areas and agriculture," Multiannual Program Reports 206067, Institute of Agricultural and Food Economics - National Research Institute (IAFE-NRI).
    24. Pindado, Emilio & Sánchez, Mercedes & Verstegen, Jos A.A.M. & Lans, Thomas, 2018. "Searching for the entrepreneurs among new entrants in European Agriculture: the role of human and social capital," Land Use Policy, Elsevier, vol. 77(C), pages 19-30.
    25. Roy, Sanchari & Morton, Matthew & Bhattacharya, Shrayana, 2018. "Hidden human capital: Self-efficacy, aspirations and achievements of adolescent and young women in India," World Development, Elsevier, vol. 111(C), pages 161-180.
    26. Parman, John, 2012. "Good schools make good neighbors: Human capital spillovers in early 20th century agriculture," Explorations in Economic History, Elsevier, vol. 49(3), pages 316-334.
    27. Nigel Key & Elisabeth Sadoulet & Alain De Janvry, 2000. "Transactions Costs and Agricultural Household Supply Response," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(2), pages 245-259.
    28. Bingen, Jim & Serrano, Alex & Howard, Julie, 2003. "Linking farmers to markets: different approaches to human capital development," Food Policy, Elsevier, vol. 28(4), pages 405-419, August.
    29. Staal, Steven & Delgado, Christopher & Nicholson, Charles, 1997. "Smallholder dairying under transactions costs in East Africa," World Development, Elsevier, vol. 25(5), pages 779-794, May.
    30. Michael Hubbard, 1997. "The ‘New Institutional Economics’ In Agricultural Development: Insights And Challenges," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 239-249, January.
    31. Antonis Adam & Sofia Tsarsitalidou, 2019. "Environmental policy efficiency: measurement and determinants," Economics of Governance, Springer, vol. 20(1), pages 1-22, March.
    32. Menozzi, Davide & Fioravanzi, Martina & Donati, Michele, 2015. "Farmer’s motivation to adopt sustainable agricultural practices," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 4(2), pages 1-23, August.
    33. María Pérez Urdiales & Alfons Oude Lansink & Alan Wall, 2016. "Eco-efficiency Among Dairy Farmers: The Importance of Socio-economic Characteristics and Farmer Attitudes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(4), pages 559-574, August.
    34. Awudu Abdulai & Wallace E. Huffman, 2005. "The Diffusion of New Agricultural Technologies: The Case of Crossbred-Cow Technology in Tanzania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 645-659.
    35. Wozniak, Gregory D, 1993. "Joint Information Acquisition and New Technology Adoption: Late versus Early Adoption," The Review of Economics and Statistics, MIT Press, vol. 75(3), pages 438-445, August.
    36. Xuhui Wang & Frida Pacho & Jia Liu & Redempta Kajungiro, 2019. "Factors Influencing Organic Food Purchase Intention in Developing Countries and the Moderating Role of Knowledge," Sustainability, MDPI, vol. 11(1), pages 1-18, January.
    37. Joe Zhu, 2009. "Quantitative Models for Performance Evaluation and Benchmarking," International Series in Operations Research and Management Science, Springer, number 978-0-387-85982-8, September.
    38. Schultz, Theodore W, 1975. "The Value of the Ability to Deal with Disequilibria," Journal of Economic Literature, American Economic Association, vol. 13(3), pages 827-846, September.
    39. Nowak, Anna & Kijek, Tomasz, 2016. "The effect of human capital on labour productivity of farms in Poland," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 118(1), pages 1-6, April.
    40. Elstrand, E., 1969. "Norwegian Experience from Extension Work in Farm Management," International Journal of Agrarian Affairs, International Association of Agricultural Economists, vol. 5(4 Supplem), pages 1-6, July.
    41. Kijek, Tomasz & Nowak, Anna & Domańska, Katarzyna, 2016. "The Role of Knowledge Capital in Total Factor Productivity Changes: The Case of Agriculture in EU Countries," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 65(03), September.
    42. Chagwiza, Clarietta & Muradian, Roldan & Ruben, Ruerd, 2016. "Cooperative membership and dairy performance among smallholders in Ethiopia," Food Policy, Elsevier, vol. 59(C), pages 165-173.
    43. L. Toma & A. P. Barnes & L.-A. Sutherland & S. Thomson & F. Burnett & K. Mathews, 2018. "Impact of information transfer on farmers’ uptake of innovative crop technologies: a structural equation model applied to survey data," The Journal of Technology Transfer, Springer, vol. 43(4), pages 864-881, August.
    44. David Wuepper & Travis J. Lybbert, 2017. "Perceived Self-Efficacy, Poverty, and Economic Development," Annual Review of Resource Economics, Annual Reviews, vol. 9(1), pages 383-404, October.
    45. Lapple, Doris & Kelley, Hugh, 2010. "Understanding farmers’ uptake of organic farming: An application of the theory of planned behaviour," 84th Annual Conference, March 29-31, 2010, Edinburgh, Scotland 91949, Agricultural Economics Society.
    46. Bonfiglio, Andrea & Arzeni, Andrea & Bodini, Antonella, 2017. "Assessing eco-efficiency of arable farms in rural areas," Agricultural Systems, Elsevier, vol. 151(C), pages 114-125.
    47. Edward Martey & Prince Etwire & Alexander Wiredu & Wilson Dogbe, 2014. "Factors influencing willingness to participate in multi-stakeholder platform by smallholder farmers in Northern Ghana: implication for research and development," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 2(1), pages 1-15, December.
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