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Clustering-based typology and analysis of private small-scale forest owners in Slovenia

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  • Kumer, Peter
  • Štrumbelj, Erik

Abstract

Small-scale private forest owners (SPFO) have been recognized as a relatively heterogeneous social group; therefore typology and classification have become key to describe their characteristics and differences. Most of Slovenian forest is owned by SPFOs. To understand why these forest estates are relatively poorly managed, the owners' values and objectives were analysed. We conducted a questionnaire-based survey (n=387) and based our typology on three values and four management variables. The typology was constructed automatically, using the k-medoids clustering algorithm. Clustering resulted in two clusters, which were our basis for two types of owners: “engaged” and “detached”. We analysed these two types through socio-economic and broader geo-spatial perspectives. We found that multi-objective orientation and high valuation of production function are positively related to active forest management and to the likelihood that the forest will be managed in the future. Conversely, higher value to environmental and social function corresponds to lower management levels. Spatial patterns of owners residencies and forest estates influence managing decisions. Results confirm the importance of spatial factors and owner values and objectives for understanding forest management.

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  • Kumer, Peter & Štrumbelj, Erik, 2017. "Clustering-based typology and analysis of private small-scale forest owners in Slovenia," Forest Policy and Economics, Elsevier, vol. 80(C), pages 116-124.
    • Handle: RePEc:eee:forpol:v:80:y:2017:i:c:p:116-124
    DOI: 10.1016/j.forpol.2017.03.014
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    References listed on IDEAS

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    1. Janota, Jessica J. & Broussard, Shorna R., 2008. "Examining private forest policy preferences," Forest Policy and Economics, Elsevier, vol. 10(3), pages 89-97, January.
    2. Põllumäe, Priit & Korjus, Henn & Paluots, Teele, 2014. "Management motives of Estonian private forest owners," Forest Policy and Economics, Elsevier, vol. 42(C), pages 8-14.
    3. Ficko, Andrej & Boncina, Andrej, 2013. "Probabilistic typology of management decision making in private forest properties," Forest Policy and Economics, Elsevier, vol. 27(C), pages 34-43.
    4. Urquhart, Julie & Courtney, Paul, 2011. "Seeing the owner behind the trees: A typology of small-scale private woodland owners in England," Forest Policy and Economics, Elsevier, vol. 13(7), pages 535-544, September.
    5. Greene, John L. & Butler, Brett J. & Catanzaro, Paul F. & Hewes, Jaketon H. & Kilgore, Michael A. & Kittredge, David B. & Ma, Zhao & Tyrrell, Mary L., 2014. "Family forest owners and federal taxes," Forest Policy and Economics, Elsevier, vol. 38(C), pages 219-226.
    6. Van Gossum, Peter & Arts, Bas & Verheyen, Kris, 2012. "“Smart regulation”: Can policy instrument design solve forest policy aims of expansion and sustainability in Flanders and the Netherlands?," Forest Policy and Economics, Elsevier, vol. 16(C), pages 23-34.
    7. de Groot, Rudolf S. & Wilson, Matthew A. & Boumans, Roelof M. J., 2002. "A typology for the classification, description and valuation of ecosystem functions, goods and services," Ecological Economics, Elsevier, vol. 41(3), pages 393-408, June.
    8. Kilgore, Michael A. & Blinn, Charles R., 2004. "Policy tools to encourage the application of sustainable timber harvesting practices in the United States and Canada," Forest Policy and Economics, Elsevier, vol. 6(2), pages 111-127, March.
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    Cited by:

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