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An Assessment of Vulnerability to Poverty in Punjab, Pakistan: Subjective Choices of Poverty Indicators

Author

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  • Muhammad Masood Azeem

    (The University of Western Australia (UWA)
    The University of Western Australia
    The University of Agriculture)

  • Amin W. Mugera

    (The University of Western Australia (UWA)
    The University of Western Australia)

  • Steven Schilizzi

    (The University of Western Australia (UWA)
    The University of Western Australia
    The University of Western Australia)

  • Kadambot H. M. Siddique

    (The University of Western Australia)

Abstract

This paper investigates whether estimating vulnerability to poverty using consumption expenditures and food calorie intake provide consistent policy implications based on the vulnerability as expected poverty framework. Feasible generalized least square (3FGLS) method is applied on large data-set of about 90,000 households in the Punjab province, Pakistan. The results indicate that the analysis based on the two approaches results in considerable geographic differences in the distribution of vulnerability to poverty. The implication of our results is that anti-vulnerability interventions based on monetary indicators of poverty will penalize those regions with low monetary poverty but high nutrition poverty.

Suggested Citation

  • Muhammad Masood Azeem & Amin W. Mugera & Steven Schilizzi & Kadambot H. M. Siddique, 2017. "An Assessment of Vulnerability to Poverty in Punjab, Pakistan: Subjective Choices of Poverty Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 117-152, October.
    • Handle: RePEc:spr:soinre:v:134:y:2017:i:1:d:10.1007_s11205-016-1419-x
    DOI: 10.1007/s11205-016-1419-x
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    as
    1. Kurosaki, Takashi, 2015. "Vulnerability of household consumption to floods and droughts in developing countries: evidence from Pakistan," Environment and Development Economics, Cambridge University Press, vol. 20(2), pages 209-235, April.
    2. Indranil Dutta & James Foster & Ajit Mishra, 2011. "On measuring vulnerability to poverty," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 37(4), pages 743-761, October.
    3. Duclos, Jean-Yves & Araar, Abdelkrim & Giles, John, 2010. "Chronic and transient poverty: Measurement and estimation, with evidence from China," Journal of Development Economics, Elsevier, vol. 91(2), pages 266-277, March.
    4. Raghbendra Jha & Tu Dang, 2012. "Education and the Vulnerability to Food Inadequacy in Timor-Leste," Oxford Development Studies, Taylor & Francis Journals, vol. 40(3), pages 341-357, January.
    5. Garrett, James L. & Ruel, Marie T., 1999. "Are Determinants of Rural and Urban Food Security and Nutritional Status Different? Some Insights from Mozambique," World Development, Elsevier, vol. 27(11), pages 1955-1975, November.
    6. Wim Naude & Amelia Santos-Paulino & Mark McGillivray, 2009. "Measuring Vulnerability: An Overview and Introduction," Oxford Development Studies, Taylor & Francis Journals, vol. 37(3), pages 183-191.
    7. Behrman, Jere R & Deolalikar, Anil B, 1987. "Will Developing Country Nutrition Improve with Income? A Case Study for Rural South India," Journal of Political Economy, University of Chicago Press, vol. 95(3), pages 492-507, June.
    8. Uche Ozughalu, 2016. "Relationship Between Household Food Poverty and Vulnerability to Food Poverty: Evidence from Nigeria," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 125(2), pages 567-587, January.
    9. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    10. Christiaensen, Luc J.M. & Boisvert, Richard N., 2000. "On Measuring Household Food Vulnerability: Case Evidence from Northern Mali," Working Papers 127676, Cornell University, Department of Applied Economics and Management.
    11. Morduch, Jonathan, 1994. "Poverty and Vulnerability," American Economic Review, American Economic Association, vol. 84(2), pages 221-225, May.
    12. Cesar Calvo & Stefan Dercon, 2013. "Vulnerability to individual and aggregate poverty," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 41(4), pages 721-740, October.
    13. Ligon, Ethan & Schechter, Laura, 2004. "Evaluating different approaches to estimating vulnerability," Social Protection Discussion Papers and Notes 30159, The World Bank.
    14. Imai, Katsushi S. & Gaiha, Raghav & Thapa, Ganesh, 2015. "Does non-farm sector employment reduce rural poverty and vulnerability? Evidence from Vietnam and India," Journal of Asian Economics, Elsevier, vol. 36(C), pages 47-61.
    15. Zezza, Alberto & Tasciotti, Luca, 2010. "Urban agriculture, poverty, and food security: Empirical evidence from a sample of developing countries," Food Policy, Elsevier, vol. 35(4), pages 265-273, August.
    16. Uche M. Ozughalu & Fidelis O. Ogwumike, 2013. "Vulnerability to Food Poverty in Nigeria," African Development Review, African Development Bank, vol. 25(3), pages 243-255, September.
    17. Ethan Ligon & Laura Schechter, 2003. "Measuring Vulnerability," Economic Journal, Royal Economic Society, vol. 113(486), pages 95-102, March.
    18. Mallick, Debdulal & Rafi, Mohammad, 2010. "Are Female-Headed Households More Food Insecure? Evidence from Bangladesh," World Development, Elsevier, vol. 38(4), pages 593-605, April.
    19. G. M. Arif & Faiz Bilquees, 2007. "Chronic and Transitory Poverty in Pakistan: Evidence from a Longitudinal Household Survey," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(2), pages 111-127.
    20. Hart, Tim G.B., 2009. "Exploring definitions of food insecurity and vulnerability: time to refocus assessments," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 48(4), pages 1-22, December.
    21. Gounder, Rukmani & Xing, Zhongwei, 2012. "Impact of education and health on poverty reduction: Monetary and non-monetary evidence from Fiji," Economic Modelling, Elsevier, vol. 29(3), pages 787-794.
    22. Rasmus Heltberg & Niels Lund, 2009. "Shocks, Coping, and Outcomes for Pakistan's Poor: Health Risks Predominate," Journal of Development Studies, Taylor & Francis Journals, vol. 45(6), pages 889-910.
    23. Atta Khan & Abdul Saboor & Ikram Ali & Wasim Malik & Khalid Mahmood, 2016. "Urbanization of multidimensional poverty: empirical evidences from Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(1), pages 439-469, January.
    24. Abid Hussain & Jayant Kumar Routray, 2012. "Status and factors of food security in Pakistan," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 11(2), pages 164-185, June.
    25. von Braun, Joachim & Haen, Hartwig de & Blanken, Juergen, 1991. "Commercialization of agriculture under population pressure: effects on production, and nutrition in Rwanda," Research reports 85, International Food Policy Research Institute (IFPRI).
    26. Baulch, Bob & Masset, Edoardo, 2003. "Do Monetary and Nonmonetary Indicators Tell the Same Story About Chronic Poverty? A Study of Vietnam in the 1990s," World Development, Elsevier, vol. 31(3), pages 441-453, March.
    27. M. H. Suryanarayana & Dimitri Silva, 2007. "Is Targeting the Poor a Penalty on the Food Insecure? Poverty and Food Insecurity in India," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 8(1), pages 89-107.
    28. Kapur Mehta, Aasha & Shah, Amita, 2003. "Chronic Poverty in India: Incidence, Causes and Policies," World Development, Elsevier, vol. 31(3), pages 491-511, March.
    29. Bethelhem Debela & Gerald Shively & Stein Holden, 2015. "Does Ethiopia’s Productive Safety Net Program improve child nutrition?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1273-1289, December.
    30. Christian D. Mina & Katsushi S. Imai, 2017. "Estimation of Vulnerability to Poverty Using a Multilevel Longitudinal Model: Evidence from the Philippines," Journal of Development Studies, Taylor & Francis Journals, vol. 53(12), pages 2118-2144, December.
    31. Pritchett, Lant & Suryahadi, Asep & Sumarto, Sudarno, 2000. "Quantifying vulnerability to poverty - a proposed measure, applied to Indonesia," Policy Research Working Paper Series 2437, The World Bank.
    32. Hulme, David & Shepherd, Andrew, 2003. "Conceptualizing Chronic Poverty," World Development, Elsevier, vol. 31(3), pages 403-423, March.
    33. Md. Shafiul Azam & Katsushi S. Imai, 2009. "Vulnerability and Poverty in Bangladesh," ASARC Working Papers 2009-02, The Australian National University, Australia South Asia Research Centre.
    34. Sumarto, Sudarno & Suryahadi, Asep & Pritchett, Lant, 2003. "Safety Nets or Safety Ropes? Dynamic Benefit Incidence of Two Crisis Programs in Indonesia," World Development, Elsevier, vol. 31(7), pages 1257-1277, July.
    35. Munir Ahmad, 2001. "Agricultural Productivity Growth Differential in Punjab, Pakistan: A District-level Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 40(1), pages 1-25.
    36. Capaldo, Jeronim & Karfakis, Panagiotis & Knowles, Marco & Smulders, Mark, 2010. "A model of vulnerability to food insecurity," ESA Working Papers 289020, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    37. Smith, Lisa C. & Subandoro, Ali, 2007. "Measuring food security using household expenditure surveys:," Food security in practice technical guide series 3, International Food Policy Research Institute (IFPRI).
    38. Hoddinott, John & Quisumbing, Agnes, 2003. "Methods for microeconometric risk and vulnerability assessments," Social Protection Discussion Papers and Notes 29138, The World Bank.
    39. Ali Cheema & Lyyla Khalid & Manasa Patnam, 2008. "The Geography of Poverty: Evidence from the Punjab," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 13(Special E), pages 163-188, September.
    40. Haddad, Lawrence & Ruel, Marie T. & Garrett, James L., 1999. "Are Urban Poverty and Undernutrition Growing? Some Newly Assembled Evidence," World Development, Elsevier, vol. 27(11), pages 1891-1904, November.
    41. Günther, Isabel & Harttgen, Kenneth, 2009. "Estimating Households Vulnerability to Idiosyncratic and Covariate Shocks: A Novel Method Applied in Madagascar," World Development, Elsevier, vol. 37(7), pages 1222-1234, July.
    42. Eko Ruddy Cahyadi & Hermann Waibel, 2016. "Contract Farming and Vulnerability to Poverty among Oil Palm Smallholders in Indonesia," Journal of Development Studies, Taylor & Francis Journals, vol. 52(5), pages 681-695, May.
    43. Jason Hickel, 2016. "The true extent of global poverty and hunger: questioning the good news narrative of the Millennium Development Goals," Third World Quarterly, Taylor & Francis Journals, vol. 37(5), pages 749-767, May.
    44. Krishna, Anirudh, 2004. "Escaping Poverty and Becoming Poor: Who Gains, Who Loses, and Why?," World Development, Elsevier, vol. 32(1), pages 121-136, January.
    45. Pandey, Vijay Laxmi & Mahendra Dev, S. & Jayachandran, Usha, 2016. "Impact of agricultural interventions on the nutritional status in South Asia: A review," Food Policy, Elsevier, vol. 62(C), pages 28-40.
    46. Stephen Klasen, 2000. "Measuring Poverty And Deprivation In South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 33-58, March.
    47. Floro, Maria Sagrario & Bali Swain, Ranjula, 2013. "Food Security, Gender, and Occupational Choice among Urban Low-Income Households," World Development, Elsevier, vol. 42(C), pages 89-99.
    48. Alwang, Jeffrey & Siegel, Paul B. & Jorgensen, Steen L., 2001. "Vulnerability : a view from different disciplines," Social Protection Discussion Papers and Notes 23304, The World Bank.
    49. Sahn, David E. (ed.), 2015. "The Fight Against Hunger and Malnutrition: The Role of Food, Agriculture, and Targeted Policies," OUP Catalogue, Oxford University Press, number 9780198733201.
    50. Islam, Asadul & Maitra, Pushkar, 2012. "Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?," Journal of Development Economics, Elsevier, vol. 97(2), pages 232-243.
    51. Kassie, Menale & Ndiritu, Simon Wagura & Stage, Jesper, 2014. "What Determines Gender Inequality in Household Food Security in Kenya? Application of Exogenous Switching Treatment Regression," World Development, Elsevier, vol. 56(C), pages 153-171.
    52. Raghbendra Jha & Tu Dang, 2010. "Vulnerability to Poverty in Papua New Guinea in 1996," Asian Economic Journal, East Asian Economic Association, vol. 24(3), pages 235-251, September.
    53. von Braun, Joachim & Puetz, Detlev & Webb, Patrick, 1989. "Irrigation technology and commercialization of rice in the Gambia: effects on income and nutrition," Research reports 75, International Food Policy Research Institute (IFPRI).
    54. Maitra, Chandana & Rao, D.S. Prasada, 2015. "Poverty–Food Security Nexus: Evidence from a Survey of Urban Slum Dwellers in Kolkata," World Development, Elsevier, vol. 72(C), pages 308-325.
    55. Ranjula Bali Swain & Maria Floro, 2011. "Assessing the Effect of Microfinance on Vulnerability and Poverty among Low Income Households," Journal of Development Studies, Taylor & Francis Journals, vol. 48(5), pages 605-618, June.
    56. Jing You & Sangui Wang & Laurence Roope, 2014. "Multi-dimensional Intertemporal Poverty in Rural China," CSAE Working Paper Series 2014-36, Centre for the Study of African Economies, University of Oxford.
    57. Ward, Patrick S., 2016. "Transient Poverty, Poverty Dynamics, and Vulnerability to Poverty: An Empirical Analysis Using a Balanced Panel from Rural China," World Development, Elsevier, vol. 78(C), pages 541-553.
    58. Elena Lasarte Navamuel & Fernando Rubiera Moroll & Dusan Paredes, 2014. "City size and household food consumption: demand elasticities in Spain," Applied Economics, Taylor & Francis Journals, vol. 46(14), pages 1624-1641, May.
    59. François Bourguignon & Satya R. Chakravarty, 2019. "The Measurement of Multidimensional Poverty," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 83-107, Springer.
    60. Maxwell, Daniel, 1999. "The Political Economy of Urban Food Security in Sub-Saharan Africa," World Development, Elsevier, vol. 27(11), pages 1939-1953, November.
    61. Mohammad, Irfan & Amjad, Rashid, 1994. "Poverty in rural Pakistan," MPRA Paper 38335, University Library of Munich, Germany.
    62. Levison Chiwaula & Rudolf Witt & Hermann Waibel, 2011. "An Asset-Based Approach to Vulnerability: The Case of Small-Scale Fishing Areas in Cameroon and Nigeria," Journal of Development Studies, Taylor & Francis Journals, vol. 47(2), pages 338-353.
    63. Azeem, Muhammad Masood & Mugera, Amin W. & Schilizzi, Steven, 2016. "Poverty and vulnerability in the Punjab, Pakistan: A multilevel analysis," Journal of Asian Economics, Elsevier, vol. 44(C), pages 57-72.
    64. Yuan Zhang & Guanghua Wan, 2006. "An Empirical Analysis of Household Vulnerability in Rural China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 11(2), pages 196-212.
    65. Shahnawaz Malik, 1996. "Determinants of Rural Poverty in Pakistan: A Micro Study," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 35(2), pages 171-187.
    66. Raghbendra JHA & Tu DANG & Krishna Lal SHARMA, 2009. "Vulnerability to poverty in Fiji," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 9(1).
    67. Tesliuc, Emil D. & Lindert, Kathy, 2004. "Risk and vulnerability in Guatemala: a quantitative and qualitative assessment," Social Protection Discussion Papers and Notes 30154, The World Bank.
    68. Bayudan-Dacuycuy, Connie & Lim, Joseph Anthony, 2013. "Family Size, Household Shocks and Chronic and Transient Poverty in the Philippine Households," MPRA Paper 64739, University Library of Munich, Germany.
    69. Gisele Kamanou & Jonathan Morduch, 2002. "Measuring Vulnerability to Poverty," WIDER Working Paper Series DP2002-58, World Institute for Development Economic Research (UNU-WIDER).
    70. Yuan Zhang & Guanghua Wan, 2009. "How Precisely Can We Estimate Vulnerability to Poverty?," Oxford Development Studies, Taylor & Francis Journals, vol. 37(3), pages 277-287.
    71. Menale Kassie & Jesper Stage & Hailemariam Teklewold & Olaf Erenstein, 2015. "Gendered food security in rural Malawi: why is women’s food security status lower?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1299-1320, December.
    72. Uche M. Ozughalu & Fidelis Ogwumike, 2013. "Vulnerability to Food Poverty in Nigeria," African Development Review, African Development Bank, vol. 25(3), pages 243-255.
    73. Alem, Yonas & Köhlin, Gunnar & Stage, Jesper, 2014. "The Persistence of Subjective Poverty in Urban Ethiopia," World Development, Elsevier, vol. 56(C), pages 51-61.
    74. Alan Freeman, 2009. "The Poverty of Statistics and the Statistics of Poverty," Third World Quarterly, Taylor & Francis Journals, vol. 30(8), pages 1427-1448.
    75. G. M. Arif, 2000. "Recent Rise in Poverty and Its Implications for Poor Households in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(4), pages 1153-1170.
    76. Freeman, Alan, 2008. "The Poverty of Statistics," MPRA Paper 16827, University Library of Munich, Germany, revised 15 Aug 2009.
    77. Bayudan-Dacuycuy, Connie & Lim, Joseph Anthony, 2013. "Family size, household shocks and chronic and transient poverty in the Philippines," Journal of Asian Economics, Elsevier, vol. 29(C), pages 101-112.
    78. Povel, Felix, 2015. "Measuring Exposure to Downside Risk with an Application to Thailand and Vietnam," World Development, Elsevier, vol. 71(C), pages 4-24.
    79. David Stifel & Luc Christiaensen, 2007. "Tracking Poverty Over Time in the Absence of Comparable Consumption Data," The World Bank Economic Review, World Bank, vol. 21(2), pages 317-341, June.
    80. Katsushi Imai & Raghav Gaiha & Woojin Kang, 2011. "Vulnerability and poverty dynamics in Vietnam," Applied Economics, Taylor & Francis Journals, vol. 43(25), pages 3603-3618.
    81. McCulloch, Neil & Calandrino, Michele, 2003. "Vulnerability and Chronic Poverty in Rural Sichuan," World Development, Elsevier, vol. 31(3), pages 611-628, March.
    82. Atta Khan & Abdul Saboor & Abid Hussain & Shumaila Sadiq & Abdul Mohsin, 2014. "Investigating Multidimensional Poverty across the Regions in the Sindh Province of Pakistan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 515-532, November.
    83. Gloede, Oliver & Menkhoff, Lukas & Waibel, Hermann, 2015. "Shocks, Individual Risk Attitude, and Vulnerability to Poverty among Rural Households in Thailand and Vietnam," World Development, Elsevier, vol. 71(C), pages 54-78.
    84. Moser, Caroline O. N., 1998. "The asset vulnerability framework: Reassessing urban poverty reduction strategies," World Development, Elsevier, vol. 26(1), pages 1-19, January.
    85. Ndinwane Byekwaso, 2010. "Poverty in Uganda," Review of African Political Economy, Taylor & Francis Journals, vol. 37(126), pages 517-525, December.
    86. Gentilini, Ugo & Webb, Patrick, 2008. "How are we doing on poverty and hunger reduction? A new measure of country performance," Food Policy, Elsevier, vol. 33(6), pages 521-532, December.
    87. Asep Suryahadi & Sudarno Sumarto, 2003. "Poverty and Vulnerability in Indonesia Before and After the Economic Crisis," Asian Economic Journal, East Asian Economic Association, vol. 17(1), pages 45-64, March.
    88. Yuan Zhang & Guanghua Wan, 2008. "Can We Predict Vulnerability to Poverty?," WIDER Working Paper Series RP2008-82, World Institute for Development Economic Research (UNU-WIDER).
    89. Hardeweg, Bernd & Wagener, Andreas & Waibel, Hermann, 2013. "A distributional approach to comparing vulnerability, applied to rural provinces in Thailand and Vietnam," Journal of Asian Economics, Elsevier, vol. 25(C), pages 53-65.
    90. Carter, Michael R, 1997. "Environment, Technology, and the Social Articulation of Risk in West African Agriculture," Economic Development and Cultural Change, University of Chicago Press, vol. 45(3), pages 557-590, April.
    91. Butler, J S & Raymond, Jennie E, 1996. "The Effect of the Food Stamp Program on Nutrient Intake," Economic Inquiry, Western Economic Association International, vol. 34(4), pages 781-798, October.
    92. You, Jing & Imai, Katsushi S. & Gaiha, Raghav, 2016. "Declining Nutrient Intake in a Growing China: Does Household Heterogeneity Matter?," World Development, Elsevier, vol. 77(C), pages 171-191.
    93. Amemiya, Takeshi, 1977. "The Maximum Likelihood and the Nonlinear Three-Stage Least Squares Estimator in the General Nonlinear Simultaneous Equation Model," Econometrica, Econometric Society, vol. 45(4), pages 955-968, May.
    94. Md. Shafiul Azam & Katsushi S. Imai, 2012. "Measuring Households' Vulnerability to Idiosyncratic and Covariate Shocks – the case of Bangladesh," Discussion Paper Series DP2012-02, Research Institute for Economics & Business Administration, Kobe University.
    95. Raghav Gaiha & Katsushi Imai, 2008. "Measuring Vulnerability and Poverty: Estimates for Rural India," WIDER Working Paper Series RP2008-40, World Institute for Development Economic Research (UNU-WIDER).
    96. Saboor, Abdul & Khan, Atta Ullah & Hussain, Abid & Ali, Ikram & Mahmood, Khalid, 2015. "Multidimensional deprivations in Pakistan: Regional variations and temporal shifts," The Quarterly Review of Economics and Finance, Elsevier, vol. 56(C), pages 57-67.
    97. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985, December.
    98. Haroon Bhorat & Carlene van der Westhuizen, 2013. "Non-monetary dimensions of well-being in South Africa, 1993--2004: A post-apartheid dividend?," Development Southern Africa, Taylor & Francis Journals, vol. 30(3), pages 295-314, September.
    99. Calvo, Cesar, 2008. "Vulnerability to Multidimensional Poverty: Peru, 1998-2002," World Development, Elsevier, vol. 36(6), pages 1011-1020, June.
    100. Madeeha G. Qureshi & Sarfraz Khan Qureshi, 2004. "Impact of Changing Profile of Rural Land Market in Pakistan on Resource Allocation and Equity," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 43(4), pages 471-492.
    101. Tamás Bartus, 2005. "Estimation of marginal effects using margeff," Stata Journal, StataCorp LP, vol. 5(3), pages 309-329, September.
    102. Tasokwa Kakota & Dickson Nyariki & David Mkwambisi & Wambui Kogi‐Makau, 2015. "Determinants of Household Vulnerability to Food Insecurity: A Case Study of Semi‐Arid Districts in Malawi," Journal of International Development, John Wiley & Sons, Ltd., vol. 27(1), pages 73-84, January.
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    7. Mousumi Das, 2021. "Vulnerability to Food Insecurity: A Decomposition Exercise for Rural India using the Expected Utility Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 167-199, July.
    8. Antonio Acconcia & Maria Carannante & Michelangelo Misuraca & Germana Scepi, 2020. "Measuring Vulnerability to Poverty with Latent Transition Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 1-31, August.
    9. Maike Hohberg & Katja Landau & Thomas Kneib & Stephan Klasen & Walter Zucchini, 2018. "Vulnerability to poverty revisited: Flexible modeling and better predictive performance," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(3), pages 439-454, September.
    10. Million Sileshi & Reuben Kadigi & Khamaldin Mutabazi & Stefan Sieber, 2019. "Analysis of households’ vulnerability to food insecurity and its influencing factors in East Hararghe, Ethiopia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-17, December.
    11. Montalbano, Pierluigi, 2011. "Trade Openness and Developing Countries' Vulnerability: Concepts, Misconceptions, and Directions for Research," World Development, Elsevier, vol. 39(9), pages 1489-1502, September.
    12. Celidoni, Martina, 2011. "Vulnerability to poverty: An empirical comparison of alternative measures," MPRA Paper 33002, University Library of Munich, Germany.
    13. Ward, Patrick S., 2016. "Transient Poverty, Poverty Dynamics, and Vulnerability to Poverty: An Empirical Analysis Using a Balanced Panel from Rural China," World Development, Elsevier, vol. 78(C), pages 541-553.
    14. Satya R. Chakravarty & Nachiketa Chattopadhyay & Jacques Silber & Guanghua Wan, 2016. "Measuring the impact of vulnerability on the number of poor: a new methodology with empirical illustrations," Chapters, in: Jacques Silber & Guanghua Wan (ed.), The Asian ‘Poverty Miracle’, chapter 4, pages 84-117, Edward Elgar Publishing.
    15. Emiliano Magrini & Pierluigi Montalbano, 2012. "Trade openness and vulnerability to poverty: Vietnam in the long-run (1992-2008)," Working Paper Series 3512, Department of Economics, University of Sussex Business School.
    16. Md. Shafiul Azam & Katsushi S. Imai, 2012. "Measuring Households' Vulnerability to Idiosyncratic and Covariate Shocks – the case of Bangladesh," Discussion Paper Series DP2012-02, Research Institute for Economics & Business Administration, Kobe University.
    17. Günther, Isabel & Harttgen, Kenneth, 2009. "Estimating Households Vulnerability to Idiosyncratic and Covariate Shocks: A Novel Method Applied in Madagascar," World Development, Elsevier, vol. 37(7), pages 1222-1234, July.
    18. Hardeweg, Bernd & Wagener, Andreas & Waibel, Hermann, 2013. "A distributional approach to comparing vulnerability, applied to rural provinces in Thailand and Vietnam," Journal of Asian Economics, Elsevier, vol. 25(C), pages 53-65.
    19. Shijiang Chen & Mingyue Liang & Wen Yang, 2022. "Does Digital Financial Inclusion Reduce China’s Rural Household Vulnerability to Poverty: An Empirical Analysis From the Perspective of Household Entrepreneurship," SAGE Open, , vol. 12(2), pages 21582440221, June.
    20. Tabish Nawab & Saqlain Raza & Malik Shahzad Shabbir & Ghulam Yahya Khan & Sana Bashir, 2023. "Multidimensional poverty index across districts in Punjab, Pakistan: estimation and rationale to consolidate with SDGs," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1301-1325, February.

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