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Participation in afforestation programs and the distribution of forest farm income

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  • Chang, Hung-Hao
  • Lee, Brian
  • Hsieh, Yi-Ting

Abstract

Studies document that forest farm households participate in afforestation programs to increase economic well-being. Moreover, higher program subsidies are expected to raise their coverage rate. However, afforestation programs in Taiwan contradict this consensus. Although 71% of forest farm households participate in an afforestation program, participants have lower forest farm incomes compared to non-participants. This study provides an answer for this empirical puzzle by showing that forest farm households not only consider the mean level, but also the stability of the program subsidy in deciding to participate. Using the instrumental variable model, we estimate the causal impact of an afforestation program on forest farm income and income inequality using a population-based sample of forest farm households in Taiwan. Results show that participation in the afforestation program decreases the mean level of forest farm income by 18%. However, it also reduces the variance in forest farm income by 30%. Thus, the high coverage rate of the afforestation program is likely driven by its effect on income stability. We also apply the recently developed profile analysis method to categorize the sample of forest farm households into compliers and non-compliers. The coverage rate of the afforestation program can be improved by targeting forest farm operators that are female or have low levels of education or more children.

Suggested Citation

  • Chang, Hung-Hao & Lee, Brian & Hsieh, Yi-Ting, 2021. "Participation in afforestation programs and the distribution of forest farm income," Forest Policy and Economics, Elsevier, vol. 129(C).
  • Handle: RePEc:eee:forpol:v:129:y:2021:i:c:s1389934121001118
    DOI: 10.1016/j.forpol.2021.102505
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    as
    1. Hung-Hao Chang & Tzu-Chin Lin, 0. "Does a farmland zoning program impact farm income: empirical evidence from farm households in Taiwan," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(5), pages 1621-1643.
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    3. Jones, Benjamin A. & McDermott, Shana M., 2018. "The economics of urban afforestation: Insights from an integrated bioeconomic-health model," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 116-135.
    4. Huffman, Wallace E, 1980. "Farm and Off-Farm Work Decisions: The Role of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 62(1), pages 14-23, February.
    5. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    7. Legesse, Befikadu A. & Jefferson-Moore, Kenrett & Thomas, Terrence, 2018. "Impacts of land tenure and property rights on reforestation intervention in Ethiopia," Land Use Policy, Elsevier, vol. 70(C), pages 494-499.
    8. Lu, Gang & Yin, Runsheng, 2020. "Evaluating the Evaluated Socioeconomic Impacts of China's Sloping Land Conversion Program," Ecological Economics, Elsevier, vol. 177(C).
    9. Chuang, Tsai-Jen & Yen, Tian-Ming, 2017. "Public views on the value of forests in relation to forestation projects—A case study in central Taiwan," Forest Policy and Economics, Elsevier, vol. 78(C), pages 173-179.
    10. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    11. Jennifer M. Alix-Garcia & Katharine R. E. Sims & Patricia Yañez-Pagans, 2015. "Only One Tree from Each Seed? Environmental Effectiveness and Poverty Alleviation in Mexico's Payments for Ecosystem Services Program," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 1-40, November.
    12. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    13. Bopp, Carlos & Engler, Alejandra & Jara-Rojas, Roberto & Arriagada, Rodrigo, 2020. "Are forest plantation subsidies affecting land use change and off-farm income? A farm-level analysis of Chilean small forest landowners," Land Use Policy, Elsevier, vol. 91(C).
    14. Ted O'Donoghue & Jason Somerville, 2018. "Modeling Risk Aversion in Economics," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 91-114, Spring.
    15. Ryan, Mary & O’Donoghue, Cathal & Hynes, Stephen, 2018. "Heterogeneous economic and behavioural drivers of the Farm afforestation decision," Journal of Forest Economics, Elsevier, vol. 33(C), pages 63-74.
    16. Ludo Peeters & Eloi Schreurs & Steven Passel, 2017. "Heterogeneous Impact of Soil Contamination on Farmland Prices in the Belgian Campine Region: Evidence from Unconditional Quantile Regressions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(1), pages 135-168, January.
    17. Nguyen, Trung Thanh & Bauer, Siegfried & Uibrig, Holm, 2010. "Land privatization and afforestation incentive of rural farms in the Northern Uplands of Vietnam," Forest Policy and Economics, Elsevier, vol. 12(7), pages 518-526, September.
    18. Hung-Hao Chang, 2013. "Old Farmer Pension Program and Farm Succession: Evidence from a Population-Based Survey of Farm Households in Taiwan," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(4), pages 976-991.
    19. Démurger, Sylvie & Yang, Weiyong, 2006. "Economic changes and afforestation incentives in rural China," Environment and Development Economics, Cambridge University Press, vol. 11(5), pages 629-649, October.
    20. Kim, Taeyoung & Langpap, Christian, 2016. "Agricultural landowners’ response to incentives for afforestation," Resource and Energy Economics, Elsevier, vol. 43(C), pages 93-111.
    21. Van Gossum, Peter & Ledene, Liselot & Arts, Bas & De Vreese, Rik & Verheyen, Kris, 2008. "Implementation failure of the forest expansion policy in Flanders (Northern Belgium) and the policy learning potential," Forest Policy and Economics, Elsevier, vol. 10(7-8), pages 515-522, October.
    22. Ní Dhubháin, Áine & Fléchard, Marie-Christine & Moloney, Richard & O'Connor, Deirdre, 2009. "Assessing the value of forestry to the Irish economy -- An input-output approach," Forest Policy and Economics, Elsevier, vol. 11(1), pages 50-55, January.
    23. Joshua D. Angrist & Jörn-Steffen Pischke, 2015. "The path from cause to effect: mastering 'metrics," CentrePiece - The magazine for economic performance 442, Centre for Economic Performance, LSE.
    24. B. Kelsey Jack & Seema Jayachandran, 2019. "Self-selection into payments for ecosystem services programs," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(12), pages 5326-5333, March.
    25. Powlen, Kathryn A. & Jones, Kelly W., 2019. "Identifying the determinants of and barriers to landowner participation in reforestation in Costa Rica," Land Use Policy, Elsevier, vol. 84(C), pages 216-225.
    26. Li, Yanshu & Izlar, Robert L., 2021. "The Forest Land Protection Act program (FLPA) and conserving forestland in Georgia," Forest Policy and Economics, Elsevier, vol. 124(C).
    27. Moktan, Mani Ram & Norbu, Lungten & Choden, Kunzang, 2016. "Can community forestry contribute to household income and sustainable forestry practices in rural area? A case study from Tshapey and Zariphensum in Bhutan," Forest Policy and Economics, Elsevier, vol. 62(C), pages 149-157.
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