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Heterogeneous farmland owners: two approaches for objective based classification

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  • Pouta, Eija
  • Myyra, Sami
  • Hanninen, Harri

Abstract

Landowner classifications based on their objectives have been used to describe the heterogeneous group of landowners. As the accurate information on landowners preferences is essential in policy planning and evaluation of the effects of various policy instruments, there is a need to develop feasible methods for classifying land owners. In this study we apply objective based classification to farmland owners using the data of Finnish farmland owners. We compare two classification methods, traditional cluster analysis and latent class analysis, in terms of their criterion validity. The comparison of criterion validity, consisting from convergent, concurrent, discriminant and predictive components of validity, revealed that latent class analysis was superior method. The analysis showed that objective grouping of farmland owners was relevant predictor of landowner behavior, and is thus valuable information for agricultural policy makers.

Suggested Citation

  • Pouta, Eija & Myyra, Sami & Hanninen, Harri, 2009. "Heterogeneous farmland owners: two approaches for objective based classification," 2009 Conference, August 16-22, 2009, Beijing, China 50787, International Association of Agricultural Economists.
  • Handle: RePEc:ags:iaae09:50787
    DOI: 10.22004/ag.econ.50787
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    References listed on IDEAS

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    1. Erik Lichtenberg, 2007. "Tenants, Landlords, and Soil Conservation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 294-307.
    2. Peter Arcidiacono & John Bailey Jones, 2003. "Finite Mixture Distributions, Sequential Likelihood and the EM Algorithm," Econometrica, Econometric Society, vol. 71(3), pages 933-946, May.
    3. Kline, Jeffrey D. & Alig, Ralph J. & Johnson, Rebecca L., 2000. "Forest owner incentives to protect riparian habitat," Ecological Economics, Elsevier, vol. 33(1), pages 29-43, April.
    4. Evan Fraser, 2004. "Land tenure and agricultural management: Soil conservation on rented and owned fields in southwest British Columbia," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 21(1), pages 73-79, March.
    5. Uwe Latacz-Lohmann & Carel Van der Hamsvoort, 1997. "Auctioning Conservation Contracts: A Theoretical Analysis and an Application," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 407-418.
    6. Edward Morey & Jennifer Thacher & William Breffle, 2006. "Using Angler Characteristics and Attitudinal Data to Identify Environmental Preference Classes: A Latent-Class Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 91-115, May.
    7. Gwendolyn Aldrich & Kristine Grimsrud & Jennifer Thacher & Matthew Kotchen, 2007. "Relating environmental attitudes and contingent values: how robust are methods for identifying preference heterogeneity?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(4), pages 757-775, August.
    8. Selby, Ashley & Koskela, Terhi & Petajisto, Leena, 2007. "Evidence of lay and professional forest-based development discourses in three contrasting regions of Finland," Forest Policy and Economics, Elsevier, vol. 9(6), pages 633-646, February.
    9. Sami Myyrä & Elise Ketoja & Markku Yli-Halla & Kyöisti Pietola, 2005. "Land Improvements under Land Tenure Insecurity: The Case of pH and Phosphate in Finland," Land Economics, University of Wisconsin Press, vol. 81(4).
    10. Riccardo Scarpa & Mara Thiene, 2005. "Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences," Land Economics, University of Wisconsin Press, vol. 81(3).
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