Propensity Score Matching to Analyze the Impact of Implementing Good Agricultural Practices on White Pepper Farming in Bangka Belitung Islands Province
Abstract
White pepper produced by farmers in the Bangka Belitung Islands Province is internationally recognized as a product that is unique in both taste and quality. Thus, in international trade, the geographical indication label of Muntok White Pepper is applied. Efforts to maintain quality and productivity are carried out by applying good agricultural practices. This study aimed to examine the impact of implementing Good Agricultural Practices on productivity, selling prices, and income of white pepper farmers in the Bangka Belitung Islands Province. This study used primary cross-section data collected from farmers in the production center of white pepper in the West Bangka Regency, South Bangka Regency, and Central Bangka Regency. The survey was conducted in April-June 2019. A sampling of respondents consisted of 142 farmer respondents who implemented GAP and 82 non-GAP farmers. This study estimated the impact of implementing GAP using the Propensity Score Matching (PSM) technique. The results show that the application of GAP significantly increased productivity, selling prices, and income of white pepper farmers. GAP socialization activity is an essential factor in its application; thus, future GAP socialization activities should be improved and more evenly distributed to all areas of white pepper farming.
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Amekawa Y. 2009. Reflections on the growing influence of good agricultural practices in the Global South. J. Agric. Environ. Ethics 22(6) p.531–557. DOI:10.1007 /s10806-009-9171-8.
Amekawa Y. 2010. Rethinking sustainable agriculture in Thailand: A governance perspective. J.Sustain. Agric. 34(4) p.389–416. DOI:10.1080/ 10440041 003680254.
Baker JL. 2000. Evaluating The Impact Of Development Projects On Poverty. A Handbook for Practitioner. The World Bank Washington DC
Bojnec Š and Latruffe L. 2013. Farm size, agricultural subsidies and farm performance in Slovenia. Land Use Policy 32207–217. DOI: 10.1016/ j.landusepol. 2012.09.016.
Caliendo M and Kopeinig S. 2008. Some practical guidance for the implementation of propensity score matching. J. Econ. Surv. 22(1) p.31–72.doi:10.1111/j.1467-419.2007.00527.x.
Direktorat Jendral Perkebunan. Kementerian Pertanian. 2013. Pedoman Teknis Pengembangan Tanaman Lada Tahun 2014. Jakarta (ID):Ditjenbun
Hosmer DW, Lemeshow S. 2004. Applied Logistic Regression Second Edition.
[IPC] International Pepper Comunity. 2016. Pepper Statistical Year Book 2006-2015. Jakarta.
Kemala S. 2007. Strategi Pengembangan Sistem Agribisnis Lada untuk Meningkatkan Pendapatan Petani. Jurnal Perspektif, 5 (1) p. 47 – 54.
Maertens M, Velde K, Vande. 2017. Contract-farming in Staple Food Chains : The Case of Rice in Benin. World Dev. 9573–87. DOI:10.1016/j.worlddev.2017.02.011.
Ng’ombe J, Kalinda T, Tembo G, Kuntashula E. 2014. Econometric Analysis of the factors that affect adoption of conservation farming practices by smallholder farmers in Zambia. J. Sustain. Dev. 7(4) p.124–138. doi:10.5539/jsd.v7n4p124.
Srisopaporn S, Jourdain D, Perret S, Shivakoti GP. 2015. Adoption and continued participation in a public Good Agricultural Practices program: The case of rice farmers in the Central Plains of Thailand. Technological Forecasting and Social Changes, http://dx.doi.org/ 10.1016/j.techfore.2015.03.016 0040-1625/© 2015 Elsevier Inc. All rights reserved.
Tran D, Goto D. 2019. Impacts of sustainability certification on farm income: Evidence from small-scale specialty green tea farmers in Vietnam. Food Policy 83 (June) p.70–82. doi:10.1016/j.foodpol.2018.11.006.
Tufa AH, Alene AD, Manda J, Akinwale MG, Chikoye D, Feleke S, Wossen T, Manyong V. 2019. The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi. World Dev. 124. doi:10.1016/j.worlddev.2019.104631.
Wainaina PW, Okello JJ, Nzuma JM. 2014. Blessing or evil? Contract farming, smallholder poultry production and household welfare in Kenya. Q. J. Int. Agric.
Wongprawmas R, Canavari M, Chutima Waisarayutt. 2015. A multi-stakeholder perspective on the adoption of good agricultural practices in the Thai fresh produce industry", British Food Journal, Vol. 117 Iss 9 pp. -http://dx.doi.org/10.1108/BFJ-08-2014-0300
Yuhono JT. 2007. Sistem Agribisnis Lada dan Strategi Pengembangannya. Jurnal Penelitian dan Pengembangan Pertanian, 26 (2) p. 76 – 81.
DOI: http://dx.doi.org/10.52155/ijpsat.v19.1.1603
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