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Articles

Evaluating food transfers in Botswana using multiple matching methods

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References

  • Acquah, B, Kapunda, S & Legwegoh, A, 2014. The dimensions of urban food insecurity in Gaborone, Botswana. Urban Forum 25(2), 217–26. https://doi.org/10.1007/s12132-014-9222-8.
  • Acquah, B, Kapunda, S & Legwegoh, A, 2016. Rapid Economic Growth and Urban Food Insecurity. In J. Crush & J. Battersby (Eds.), Rapid Urbanisation, Urban Food Deserts and Food Security in Africa. Cham, Switzerland: Springer.
  • Akinyemi, FO, 2017. Climate change and variability in semiarid Palapye, Eastern Botswana: An assessment from smallholder farmers’ perspective. Weather, Climate, and Society 9(3), 349–65. https://doi.org/10.1175/WCAS-D-16-0040.1.
  • Alderman, H, Gentilini, U & Yemtsov, R, 2017. The 1.5 billion people question: Food, vouchers, or cash transfers? The World Bank. https://doi.org/10.1596/978-1-4648-1087-9.
  • Austin, PC, 2020. Advances in propensity score analysis. Statistical Methods in Medical Research 29(3), 641–3. https://doi.org/10.1177/0962280219899248.
  • Awokuse, TO, 2011. Food aid impacts on recipient developing countries: A review of empirical methods and evidence. Journal of International Development 23(4), 493–514. https://doi.org/10.1002/jid.1680.
  • Babu, SC, Gajanan, SN & Sanyal, P, 2014. Food security, poverty and nutrition policy analysis: Statistical methods and applications. Vol. 2. London: Academic Press.
  • Bertoni, D, Curzi, D, Aletti, G & Olper, A, 2020. Estimating the effects of agri-environmental measures using difference-in-difference coarsened exact matching. Food Policy 90, 101790. https://doi.org/10.1016/j.foodpol.2019.101790.
  • Coates, J, Swindale, A & Bilinsky, P, 2007. Household food insecurity access scale (HFIAS) for measurement of food access: Indicator guide: Version 3.
  • Dahl, B, 2014. “Too fat to be an orphan”: The moral semiotics of food aid in Botswana. Cultural Anthropology 29(4), 626–47. https://doi.org/10.14506/ca29.4.03.
  • del Ninno, C, Dorosh, PA & Subbarao, K, 2007. Food aid, domestic policy and food security: Contrasting experiences from South Asia and Sub-Saharan Africa. Food Policy 32(4), 413–35. https://doi.org/10.1016/j.foodpol.2006.11.007.
  • FAOSTAT, 2021. FAOSTAT database.
  • Farzin, YH, 1991. Food aid: Positive or negative economic effects in Somalia? The Journal of Developing Areas 25(2), 261–82.
  • Food and Agriculture Organisation, 1996. Declaration on world food security. World Food Summit, Rome.
  • Food and Agriculture Organisation, IFAD, UNICEF, WFP, & WHO, 2019. The state of food security and nutrition in the World 2019. Vol. 2019. Rome, Italy: Food and Agriculture Organisation.
  • Food and Agriculture Organisation, IFAD, UNICEF, WFP, & WHO, 2020. The state of food security and nutrition in the world 2020: Transforming food systems for affordable healthy diets. Vol. 2020. Rome, Italy: Food and Agriculture Organisation.
  • Food and Agriculture Organisation, International Fund for Agricultural Development, & World Food Programme, 2013. The state of food insecurity in the world: The multiple dimensions of food security: 2013. Rome, Italy: Food and Agriculture Organization of the United Nations.
  • Gil, JDB, Reidsma, P, Giller, K, Todman, L, Whitmore, A & van Ittersum, M, 2019. Sustainable development goal 2: Improved targets and indicators for agriculture and food security. Ambio 48(7), 685–98. https://doi.org/10.1007/s13280-018-1101-4.
  • Greifer, N, 2020. cobalt: Covariate balance tables and plots. R package version 4.1.0.
  • Gu, XS & Rosenbaum, P, 1993. Comparison of multivariate matching methods: Structures, distances, and algorithms. Journal of Computational and Graphical Statistics 2(4), 405–20. https://doi.org/10.1080/10618600.1993.10474623.
  • Hansen, BB, 2004. Full matching in an observational study of coaching for the SAT. Journal of the American Statistical Association 99(467), 609–18. https://doi.org/10.1198/016214504000000647.
  • Hansen, BB, 2007. Optmatch: Flexible, optimal matching for observational studies. R News 7, 18–24.
  • Harrell Jr, FE, 2020. rms: Regression modeling strategies R package version 6.0-0.
  • Hidrobo, M, Hoddinott, J, Peterman, A, Margolies, A & Moreira, V, 2014. Cash, food, or vouchers? Evidence from a randomized experiment in northern Ecuador. Journal of Development Economics 107, 144–56. https://doi.org/10.1016/j.jdeveco.2013.11.009.
  • Ho, D, Imai, K, King, G & Stuart, E, 2007a. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. Political Analysis 15, 199–236. https://doi.org/10.1093/pan/mpl013.
  • Ho, D, Imai, K, King, G & Stuart, E, 2007b. Matchit: Nonparametric preprocessing for parametric causal inference. Journal of Statistical Software. http://gking.harvard.edu/matchit/.
  • Iacus, SM, King, G & Porro, G, 2009. CEM: Software for coarsened exact matching.
  • Iacus, SM, King, G & Porro, G, 2011. Causal inference without balance checking: Coarsened exact matching. Political Analysis 20(1). https://doi.org/10.1093/pan/mpr013.
  • Jackson, AS, Stanforth, PR, Gagnon, J, Rankinen, T, Leon, AS, Rao, DC, Skinner, JS, Bouchard, C & Wilmore, JH, 2002. The effect of sex, age and race on estimating percentage body fat from body mass index: The heritage family study. International Journal of Obesity 26(6), 789–96. https://doi.org/10.1038/sj.ijo.0802006.
  • King, G, 2015. Why propensity scores should not be used for matching. International Methods Colloquium. https://www.youtube.com/watch?v=rBv39pK1iEs.
  • King, G, Lucas, C & Nielsen, RA, 2016. The balance-sample size frontier in matching methods for causal inference. American Journal of Political Science 61(2), 473–89. https://doi.org/10.1111/ajps.12272.
  • King, G, Nielsen, R, Coberley, C, Pope, J & Wells, A, 2011. Comparative effectiveness of matching methods for causal inference. https://gking.harvard.edu/files/gking/files/psparadox.pdf.
  • Krueger, S, 2011. Feast or famine. Effects of food aid on local production and food security in Africa. Appetite 56(2), 535. https://doi.org/10.1016/j.appet.2010.11.224.
  • Lado, C, 2001. Environmental and socio-economic factors behind food security policy strategies in Botswana. Development Southern Africa 18(2), 141–68. https://doi.org/10.1080/037/68350120041875.
  • Lekobane, KR & Mooketsane, KS, 2015. Examining the evidence of the feminization of poverty in Botswana. Journal of Economics and Behavioral Studies 7(5), 55.
  • Lekobane, KR & Seleka, TB, 2017. Determinants of household welfare and poverty in Botswana, 2002/2003 and 2009/2010. Journal of Poverty 21(1), 42–60. https://doi.org/10.1080/10875549.2016.1141381.
  • Letamo, G & Navaneetham, K, 2014. Prevalence and determinants of adult under-nutrition in Botswana. PLoS One 9(7). https://doi.org/10.1371/journal.pone.0102675.
  • McCordic, C, Riley, L & Raimundo, I, 2021. Household food security in Maputo: The role of gendered access to education and employment. Development Southern Africa, 1–12. https://doi.org/10.1080/0376835X.2021.1932423.
  • Moepeng, PT, 2003. The role of macroeconomic policy towards food security in Botswana. Botswana Institute for Development Policy Analysis.
  • Moepeng, PT & Tisdell, CA, 2006. Poverty and Social Deprivation in Botswana: A Rural Case Study. Vol. no. 45. Brisbane, Australia: School of Economics, University of Queensland.
  • Moepeng, PT & Tisdell, CA, 2008a. Botswana's development: Its economic structure and rural poverty Vol. no. 49. Brisbane, Australia: School of Economics, University of Queensland.
  • Moepeng, PT & Tisdell, CA, 2008b. Can subjective measures for rapid assessment of rural poverty and inequality be useful in Botswana. Vol. no. 51. Brisbane, Australia: School of Economics, University of Queensland.
  • Moepeng, PT & Tisdell, CA, 2008c. The socio-economic situation of female heads and poor heads of households in rural Botswana: A village case study. Vol. no. 48. Brisbane, Australia: School of Economics, University of Queensland.
  • Mogotsi, K, Nyangito, M & Nyariki, D, 2012. Vulnerability of rural agro-pastoral households to drought in semi-arid Botswana. Livestock Research for Rural Development 24(10), 183.
  • Mogotsi, K, Nyangito, M & Nyariki, D, 2013. The role of drought among agro-pastoral communities in a semi-arid environment: The case of Botswana. Journal of Arid Environments 91, 38–44.
  • Mookodi, GB, 1999. “We are struggling”: Gender, poverty and the dynamics of survival within low-income households in Botswana. Toronto, Canada: ProQuest Dissertations Publishing.
  • Ndlovu, S, Mpofu, M & Moyo, P, 2020. Debunking the effectiveness of in-kind transfers in alleviating urban household food insecurity in Bulawayo, Zimbabwe. Development Southern Africa 37(1), 55–69. https://doi.org/10.1080/0376835X.2019.1584031.
  • Pinstrup-Andersen, P, 2009. Food security: Definition and measurement. Food Security 1(1), 5–7. https://doi.org/10.1007/s12571-008-0002-y.
  • R Core Team, 2020. R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.R-project.org/.
  • Raditloaneng, WN, 2002. Women, poverty and literacy in Botswana: A case study. Pennsylvania: ProQuest Dissertations Publishing.
  • Republic of Botswana, 1997. Long term vision for Botswana. Gaborone, Botswana: Presidential Task Group for a Long Term Vision for Botswana.
  • Republic of Botswana, 2016. Botswana vision 2036 – Achieving prosperity for all. https://vision2036.org.bw/human-and-social-development.
  • Ridgeway, G, McCaffrey, D, Morral, A, Burgette, L & Griffin, B-A, 2020. Toolkit for weighting and analysis of nonequivalent groups: A tutorial for the twang package. RAND. https://cran.r-project.org/web/packages/twang/vignettes/twang.pdf.
  • Rosenbaum, PR & Rubin, DB, 1983. The central role of the propensity score in observational studies for causal effects. Biometrika 70(1), 41–55. https://doi.org/10.1093/biomet/70.1.41.
  • Rubin, DB & Thomas, N, 1996. Matching using estimated propensity scores: Relating theory to practice. Biometrics 52(1), 249–64. https://doi.org/10.2307/2533160.
  • Seleka, TB & Lekobane, KR, 2017. Public transfers and participation decisions in Botswana’s subsistence economy. Review of Development Economics 21(4), 1380–400. https://doi.org/10.1111/rode.12275.
  • Seleka, TB & Lekobane, KR, 2020. Targeting effectiveness of social transfer programs in Botswana: Means-tested versus categorical and self-selected instruments. Social Development Issues 42(1), 1–34.
  • Sharaunga, S, & Wale, E, 2013. The dis-incentive effects of food aid and agricultural policies on local land allocation in developing countries: The case of Malawi. Development Southern Africa, 30(4–5), 491–507. https://doi.org/10.1080/0376835X.2013.817300
  • Statistics Botswana, 2013. Botswana core welfare indicators survey 2009/10. http://www.statsbots.org.bw/sites/default/files/BCWIS%202009%2010%20MAIN%20REPORT.pdf.
  • Stevens, C, 1978. Food aid and nutrition: The case of Botswana. Food Policy 3(1), 18–28. https://doi.org/10.1016/0306-9192(78)90094-5.
  • Stuart, EA & Green, KM, 2008. Using full matching to estimate causal effects in nonexperimental studies: examining the relationship between adolescent marijuana use and adult outcomes. Developmental Psychology 44(2), 395–406. https://doi.org/10.1037/0012-1649.44.2.395.
  • Sumberg, J & Sabates-Wheeler, R, 2011. Linking agricultural development to school feeding in sub-Saharan Africa: Theoretical perspectives. Food Policy 36(3), 341–9. https://doi.org/10.1016/j.foodpol.2011.03.001.
  • The World Bank, 2021. Urban population (% of total population) – Botswana. https://data.worldbank.org/indicator/SP.URB.TOTL.IN.ZS?locations=BW Accessed 15 August 2021.
  • Vision Council, 2015. Botswana performance report (BPR). A synthesis report of Botswana’s development progress from independence (1966) to the present (2015).
  • World Health Organisation, 2016. BMI classification. World Health Organisation. http://apps.who.int/bmi/index.jsp?introPage=intro_3.html 1 February 2016.
  • Yamano, T, 2000. Food aid’s effects on household behavior in rural Ethiopia. Michigan, USA: ProQuest Dissertations Publishing.
  • Zant, W, 2011. The economics of food aid under subsistence farming with an application to Malawi. Food Policy. https://doi.org/10.1016/j.foodpol.2011.09.004.

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