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Research Articles

Measuring non-monetary poverty in the coffee heartlands of Laos and Rwanda: comparing MPI and EDI frameworks

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Pages 416-447 | Received 08 Feb 2021, Accepted 22 Feb 2022, Published online: 09 Mar 2022

References

  • Agresti, A. 2019. An Introduction to Categorical Data Analysis. 3rd ed. Hoboken, NJ: John Wiley & Sons.
  • Alkire, S. 2018. Multidimensional Poverty Measures as Relevant Policy Tools. OPHI Working Paper 118. Oxford Poverty and Human Development Initiative. University of Oxford. https://ophi.org.uk/multidimensional-poverty-measures-as-relevant-policy-tools/.
  • Alkire, S., A. Conconi, and S. Seth. 2014. Measuring Destitution in Developing Countries: An Ordinal Approach for Identifying Linked Subset of Multidimensionally Poor. OPHI Research in Progress 42a. Oxford Poverty and Human Development Initiative. University of Oxford. https://ophi.org.uk/ophi-research-in-progress-42a-2/.
  • Alkire, S., and J. Foster. 2011a. “Understandings and Misunderstandings of Multidimensional Poverty Measurement.” The Journal of Economic Inequality 9 (2): 289–314. doi:10.1007/s10888-011-9181-4.
  • Alkire, S., and J. Foster. 2011b. “Counting and Multidimensional Poverty Measurement.” Journal of Public Economics 95 (7–8): 476–487. doi:10.1016/j.jpubeco.2010.11.006.
  • Alkire, S., U. Kanagaratnam, and N. Suppa. 2018. The Global Multidimensional Poverty Index (MPI): 2018 Revision. OPHI MPI Methodological Note 46. Oxford Poverty and Human Development Initiative. University of Oxford. https://ophi.org.uk/ophi-mpi-methodological-note-46/.
  • Alkire, S., U. Kanagaratnam, and N. Suppa. 2020. The Global Multidimensional Poverty Index (MPI) 2020. OPHI MPI Methodological Note 49. Oxford Poverty and Human Development Initiative. University of Oxford. https://ophi.org.uk/ophi-mpi-methodological-note-49/.
  • Alkire, S., and G. Robles. 2017. Multidimensional Poverty Index – Summer 2017: Brief Methodological Note and Results. OPHI MPI Methodological Note 44. Oxford Poverty and Human Development Initiative. University of Oxford. https://ophi.org.uk/mpi-methodological-note-44/.
  • Alkire, S., and M. E. Santos. 2014. “Measuring Acute Poverty in the Developing World: Robustness and Scope of the Multidimensional Poverty Index.” World Development 59 251–274. doi:10.1016/j.worlddev.2014.01.026.
  • Amsden, A. H. 2010. “Say’s Law, Poverty Persistence, and Employment Neglect.” Journal of Human Development and Capabilities 11 (1): 57–66. doi:10.1080/19452820903481434.
  • Bader, C., S. Bieri, U. Wiesmann, and A. Heinimann. 2016. “Differences between Monetary and Multidimensional Poverty in the Lao PDR: Implications for Targeting of Poverty Reduction Policies and Interventions.” Poverty & Public Policy 8 (2): 171–197. doi:10.1002/pop4.140.
  • Baird, I. G. 2011. “Turning Land into Capital, Turning People into Labor: Primitive Accumulation and the Arrival of Large-Scale Economic Land Concessions in the Lao People’s Democratic Republic.” New Proposals: Journal of Marxism and Interdisciplinary Inquiry 5 (1): 10–26.
  • Bernstein, H. 2010. Class Dynamics of Agrarian Change. Halifax and Winnipeg. Fernwood Publishing.
  • Bühler, D., R. Hartje, and U. Grote. 2018. “Matching Food Security and Malnutrition Indicators: Evidence from Southeast Asia.” Agricultural Economics 49 (4): 481–495. doi:10.1111/agec.12430.
  • Carter, B. 2018. Linkages between Poverty, Inequality and Exclusion in Rwanda. K4D Helpdesk Report. Brighton: Institute of Development Studies. https://opendocs.ids.ac.uk/opendocs/handle/20.500.12413/14189.
  • Catalán, H. E. N., and D. Gordon. 2020. “The Importance of Reliability and Construct Validity in Multidimensional Poverty Measurement: An Illustration Using the Multidimensional Poverty Index for Latin America (MPI-LA).” The Journal of Development Studies 56 (9): 1763–1783. doi:10.1080/00220388.2019.1663176. Routledge.
  • Chant, S. 2004. “Dangerous Equations? How Female-Headed Households Became the Poorest of the Poor: Causes, Consequences and Cautions.” IDS Bulletin 35 (4): 19–26. doi:10.1111/j.1759-5436.2004.tb00151.x.
  • Chicco, D., and G. Jurman. 2020. “The Advantages of the Matthews Correlation Coefficient (MCC) over F1 Score and Accuracy in Binary Classification Evaluation.” BMC Genomics 21 (1): 1–13. doi:10.1186/s12864-019-6413-7.
  • Cole, R., and J. Rigg. 2019. “Lao Peasants on the Move: Pathways of Agrarian Change in Laos.” The Australian Journal of Anthropology 30 (2): 160–180. doi:10.1111/taja.12312.
  • Cramer, C., J. Sender, and A. Oqubay. 2020. African Economic Development: Evidence, Theory, Policy. Oxford: Oxford University Press.
  • Dawson, N. 2018. “Leaving No-One Behind? Social Inequalities and Contrasting Development Impacts in Rural Rwanda.” Development Studies Research 5 (1): 1–14. doi:10.1080/21665095.2018.1441039.
  • Dawson, N., A. Martin, and T. Sikor. 2016. “Green Revolution in Sub-Saharan Africa: Implications of Imposed Innovation for the Wellbeing of Rural Smallholders.” World Development 78: 204–218. doi:10.1016/j.worlddev.2015.10.008.
  • de Janvry, A., and E. Sadoulet. 2010. “Agricultural Growth and Poverty Reduction: Additional Evidence.” The World Bank Research Observer 25 (1): 1–20. doi:10.1093/wbro/lkp015.
  • Delang, C. O., M. Toro, and M. Charlet-Phommachanh. 2013. “Coffee, Mines and Dams: Conflicts over Land in the Bolaven Plateau, Southern Lao PDR.” The Geographical Journal 179 (2): 150–164. doi:10.1111/j.1475-4959.2012.00481.x.
  • Dolan, P., T. Peasgood, and M. White. 2008. “Do We Really Know What Makes Us Happy? A Review of the Economic Literature on the Factors Associated with Subjective Well-Being.” Journal of Economic Psychology 29 (1): 94–122. doi:10.1016/j.joep.2007.09.001.
  • Epprecht, M., B. Nicholas, A. Ehrensperger, H. Nagasawa, L. Juliet, D. Studer, P. Vollmar, R. Bernhard, and V. Sisoulath. 2018a. Socio-Economic Atlas of the Lao PDR. Patterns and Trends from 2005 to 2015. Bern, Switzerland and Vientiane, Lao PDR: Centre for Development and Environment, University of Bern, and Lao Statistics Bureau, Lao PDR, with Bern Open Publishing. doi:10.7892/boris.120671.
  • Epprecht, M., A.-K. Weber, R. Bernhard, K. Keoka, T. Saphangthong, V. Manivong, P. Ingxay, et al., 2018b. Atlas of Agriculture in the Lao PDR: Patterns and Trends between 1999 & 2011. Bern, Switzerland and Vientiane, Lao PDR: Centre for Development and Environment, University of Bern, and Ministry of Agriculture Lao PDR, with Bern Open Publishing. 10.7892/boris.116598.
  • Erlebach, R. W. 2006. “The Importance of Wage Labour in the Struggle to Escape Poverty: Evidence from Rwanda.” PhD diss., School of Oriental and African Studies (University of London). http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.430882.
  • FAO and FHI 360. 2016. Minimum Dietary Diversity for Women: A Guide for Measurement. Rome: FAO.
  • Filmer, D., and K. Scott. 2012. “Assessing Asset Indices.” Demography 49 (1): 359–392. doi:10.1007/s13524-011-0077-5.
  • Gao, C., C. J. Fei, B. A. McCarl, and D. J. Leatham. 2020. “Identifying Vulnerable Households Using Machine Learning.” Sustainability 12 (15): 1–18. doi:10.3390/su12156002. Multidisciplinary Digital Publishing Institute.
  • Hall, D., P. Hirsch, and T. M. Li. 2011. Powers of Exclusion: Land Dilemmas in Southeast Asia. Honolulu: University of Hawaii Press.
  • Hett, C., V. Nanhthavong, A. Heinimann, M. Epprecht, S. Hanephom, A. Phommachanh, B. Sidavong, et al. 2020. Land Leases and Concessions in the Lao PDR: A Characterization of Investments in Land and Their Impacts. Bern: Centre for Development and Environment (CDE), University of Bern, Switzerland, with Bern Open Publishing.
  • Hickey, S., and A. du Toit. 2013. “Adverse Incorporation, Social Exclusion, and Chronic Poverty.” In Chronic Poverty: Concepts, Causes and Policy, edited by A. Shepherd and J. Brunt, 134–159. Rethinking International Development Series. London: Palgrave Macmillan UK. doi:10.1057/9781137316707_7.
  • Howe, L. D., B. Galobardes, A. Matijasevich, D. Gordon, D. Johnston, O. Onwujekwe, R. Patel, E. A. Webb, D. A. Lawlor, and J. R. Hargreaves. 2012. “Measuring Socio-Economic Position for Epidemiological Studies in Low- and Middle-Income Countries: A Methods of Measurement in Epidemiology Paper.” International Journal of Epidemiology 41 (3): 871–886. doi:10.1093/ije/dys037.
  • Huggins, C. 2017. Agricultural Reform in Rwanda: Authoritarianism, Markets and Zones of Governance. London: Zed Books.
  • Illien, P., H. Pérez Niño, and S. Bieri. 2021. “Agrarian Class Relations in Rwanda: A Labour-Centred Perspective.” The Journal of Peasant Studies 1–26. doi:10.1080/03066150.2021.1923008.
  • Innocent, N., A. E. Hartemink, and V. Geissen. 2014. “GIS-Based Multi-Criteria Analysis for Arabica Coffee Expansion in Rwanda.” PLoS ONE 9 (10): e107449. doi:10.1371/journal.pone.0107449.
  • Irz, X., L. Lin, C. Thirtle, and S. Wiggins. 2001. “Agricultural Productivity Growth and Poverty Alleviation.” Development Policy Review 19 (4): 449–466. doi:10.1111/1467-7679.00144.
  • Ivanic, M., and W. Martin. 2018. “Sectoral Productivity Growth and Poverty Reduction: National and Global Impacts.” World Development 109: 429–439. doi:10.1016/j.worlddev.2017.07.004.
  • Johnston, D., and A. Abreu. 2016. “The Asset Debates: How (Not) to Use Asset Indices to Measure Well-Being and the Middle Class in Africa.” African Affairs 115 (460): 399–418. doi:10.1093/afraf/adw019.
  • Klasen, S., and C. Villalobos. 2020. “Diverging Identification of the Poor: A Non-Random Process. Chile 1992–2017.” World Development 130 104944. doi:10.1016/j.worlddev.2020.104944.
  • Lačný, M. 2020. “Approaches to Subjective Poverty in Economic and Sociological Research.” Human Affairs 30 (3): 413–427. doi:10.1515/humaff-2020-0035. De Gruyter.
  • Laderchi, C. R., R. Saith, and F. Stewart. 2003. “Does It Matter that We Do Not Agree on the Definition of Poverty? A Comparison of Four Approaches.” Oxford Development Studies 31 (3): 243–274. doi:10.1080/1360081032000111698.
  • Lao Statistics Bureau. 2016. Lao PDR Food and Nutrition Security Survey, 2015: Subnational Household Survey - Final Report. Vientiane, Lao PDR: Government of the Lao PDR. https://www.suncsalaos.org/wp-content/uploads/2016/09/Laos-Food-and-Nutrition-Security-Survey_Final.pdf.
  • Lao Statistics Bureau. 2018. Lao Social Indicator Survey II 2017: Survey Findings Report. Vientiane, Lao PDR: Lao Statistics Bureau and UNICEF.
  • Larner, A. J. 2015. “The Q* Index: A Useful Global Measure of Dementia Screening Test Accuracy?” Dementia and Geriatric Cognitive Disorders Extra 5 (2): 265–270. doi:10.1159/000430784.
  • MAF (Ministry of Agriculture and Forestry). 2013. Lao PDR: Risk and Vulnerability Survey 2012/13: Analysis Report. Vientiane, Lao PDR: Government of the Lao PDR. http://www.fao.org/3/a-at537e.pdf.
  • Mandrekar, J. N. 2010. “Receiver Operating Characteristic Curve in Diagnostic Test Assessment.” Journal of Thoracic Oncology 5 (9): 1315–1316. doi:10.1097/JTO.0b013e3181ec173d.
  • Manivong, V., R. Cramb, and J. Newby. 2014. “Rice and Remittances: Crop Intensification versus Labour Migration in Southern Laos.” Human Ecology 42 (3): 367–379. doi:10.1007/s10745-014-9656-6.
  • McFadden, D. 1979. “Quantitative Methods for Analysing Travel Behaviour of Individuals: Some Recent Developments.” In Behavioural Travel Modelling, edited by D. A. Hensher and P. R. Stopher, 279–318. London: Croom Helm.
  • McMichael, P. 2013. “Value-Chain Agriculture and Debt Relations: Contradictory Outcomes.” Third World Quarterly 34 (4): 671–690. doi:10.1080/01436597.2013.786290.
  • Migambi, C. 2014. “Use of Geographic Information System (G.I.S) to Identify Agro-Climatic and Edaphic Conditions for Coffee Growth - Case Study: Republic of Rwanda.” Master diss., University of Nairobi. http://erepository.uonbi.ac.ke/handle/11295/74293.
  • MINAGRI (Ministry of Agriculture and Animal Resources). 2019. Annual Report 2018-2019. Kigali: Republic of Rwanda.
  • Ngo, D. K. L., and L. Christiaensen. 2019. “The Performance Of A Consumption Augmented Asset Index In Ranking Households And Identifying The Poor.” Review of Income and Wealth 65 (4): 804–833. doi:10.1111/roiw.12387.
  • NISR (National Institute of Statistics of Rwanda). 2012. EICV3 Thematic Report: Agriculture. Kigali: Republic of Rwanda. http://microdata.statistics.gov.rw/index.php/catalog/36.
  • NISR (National Institute of Statistics of Rwanda). 2018a. EICV5 - 2016/17: Rwanda Poverty Profile Report. Kigali: Republic of Rwanda. http://www.statistics.gov.rw/publication/eicv-5-rwanda-poverty-profile-report-201617.
  • NISR (National Institute of Statistics of Rwanda). 2018b. Rwanda - Integrated Household Living Conditions Survey (EICV5), 2016-2017, Cross-Sectional Sample [data set]. https://microdata.statistics.gov.rw/index.php/catalog/82/related_materials.
  • NISR (National Institute of Statistics of Rwanda). 2020. Rwanda - Comprehensive Food Security and Vulnerability Analysis 2018 [data set]. https://microdata.statistics.gov.rw/index.php/catalog/91.
  • Oya, C. 2013. “Rural Wage Employment in Africa: Methodological Issues and Emerging Evidence.” Review of African Political Economy 40 (136): 251–273. doi:10.1080/03056244.2013.794728.
  • Oya, C. 2015. Decent Work Indicators for Agriculture and Rural Areas. Conceptual Issues, Data Collection Challenges and Possible Areas for Improvement. Working Paper Series: ESS/15–10. Rome: FAO Statistics Division.
  • Oya, C., T. McKinley, and H. Bargawi. 2013. Growth Dynamics, Structural Change and Productive Employment to Reduce Poverty and Income Inequality: Analysis and Policy Recommendations. Background Paper. http://www.erd-report.eu/erd/report_2012/documents/bp/bgpapers/Oya-McKinleyfinal.pdf.
  • Phouxay, K. 2017. “Patterns and Consequences of Undocumented Migration from Lao PDR to Thailand.” In Changing Lives in Laos, edited by V. Boute and V. Pholsena, 350–373. Singapore: NUS Press.
  • Ravallion, M. 2011. “On Multidimensional Indices of Poverty.” The Journal of Economic Inequality 9 (2): 235–248. doi:10.1007/s10888-011-9173-4.
  • Ravallion, M. 2012. “Mashup Indices of Development.” The World Bank Research Observer 27 (1): 1–32. doi:10.1093/wbro/lkr009.
  • Reddy, S. G., and T. Pogge. 2010. “How Not to Count the Poor”. Debates on the Measurement of Global Poverty, edited by S. Anand, P. Segal, and J. E. Stiglitz, 42–85. Oxford University Press. http://www.oxfordscholarship.com/view/10.1093/acprof:oso/9780199558032.001.0001/acprof-9780199558032-chapter-3.
  • Rigg, J. 2006. “Land, Farming, Livelihoods, and Poverty: Rethinking the Links in the Rural South.” World Development 34 (1): 180–202. doi:10.1016/j.worlddev.2005.07.015.
  • Rigg, J. 2016. Challenging Southeast Asian Development: The Shadows of Success. Abingdon, Oxon; New York, NY: Routledge.
  • Rui, S., F. Miguel, J. Paulo Martins, and L. Ferreira. 2019. “Accuracy Measures for Binary Classification Based on a Quantitative Variable.” REVSTAT - Statistical Journal 17 (2): 223–244.
  • Santos, M. E., and P. Villatoro. 2020. “The Importance of Reliability in the Multidimensional Poverty Index for Latin America (MPI-LA).” The Journal of Development Studies 56 (9): 1784–1789. doi:10.1080/00220388.2019.1663177.
  • Schönweger, O., A. Heinimann, M. Epprecht, L. Juliet, and P. Thalongsengchanh. 2012. Concessions and Leases in the Lao PDR: Taking Stock of Land Investments 2012. Bern, Switzerland and Vientiane, Lao PDR: Geographica Bernensia and Centre for Development and Environment, University of Bern.
  • Schwarz, M., T. Landmann, N. Cornish, K.-F. Wetzel, S. Siebert, and J. Franke. 2020. “A Spatially Transferable Drought Hazard and Drought Risk Modeling Approach Based on Remote Sensing Data.” Remote Sensing 12 (2): 237. doi:10.3390/rs12020237.
  • Sender, J., C. Cramer, and C. Oya. 2018. “Identifying the Most Deprived in Rural Ethiopia and Uganda: A Simple Measure of Socio-Economic Deprivation.” Journal of Eastern African Studies 1–19. doi:10.1080/17531055.2018.1474416.
  • Suppa, N. 2018. “Towards a Multidimensional Poverty Index for Germany.” Empirica 45 (4): 655–683. doi:10.1007/s10663-017-9385-3.
  • UNCTAD. 2020. The Least Developed Countries Report 2020: Productive Capacities for the New Decade. New York: United Nations Publications. https://unctad.org/system/files/official-document/ldcr2019_en.pdf.
  • UNDP. 2020. The Next Frontier: Human Development and the Anthropocene. Human Development Report. New York: United Nations Development Programme.
  • Weinberg, S. L., and S. K. Abramowitz. 2020. Statistics Using Stata: An Integrative Approach. 2nd ed. Cambridge, United Kingdom; New York, NY: Cambridge University Press.
  • WFP. 2018. Rwanda: Comprehensive Food Security Analysis 2018. Rome: United Nations World Food Programme. https://docs.wfp.org/api/documents/WFP-0000103863/download/.
  • White, H. 2002. “Combining Quantitative and Qualitative Approaches in Poverty Analysis.” World Development 30 (3): 511–522. doi:10.1016/S0305-750X(01)00114-0.
  • World Bank. 2017. Lao Poverty Policy Brief: Why Are Ethnic Minorities Poor? Vientiane, Lao PDR: World Bank. http://documents1.worldbank.org/curated/en/501721505813643980/pdf/119793-WP-PovertyReport-PUBLIC-ENGLISH-and-LAO-ENGLAOFinal.pdf.
  • World Bank. 2018a. Lao PDR Economic Monitor, June 2018: Safeguarding Stability - An Ongoing Agenda. Washington, DC and Vientiane, Lao PDR: World Bank. http://documents1.worldbank.org/curated/en/418261529002464394/pdf/127222-REVISED-Lao-PDR-Economic-Monitor-Report-June-2018-for-Website.pdf.
  • World Bank. 2018b. Poverty and Shared Prosperity 2018: Piecing Together the Poverty Puzzle. Washington, DC: World Bank.
  • World Bank. 2021. World Development Indicators [data set]. https://datacatalog.worldbank.org/dataset/world-development-indicators

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