IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v77y2023icp85-98.html
   My bibliography  Save this article

Can rural livelihood programs enhance capabilities and reduce vulnerability to poverty? Evidence from a tribal region of eastern India

Author

Listed:
  • Khosla, Sunil
  • Jena, Pradyot Ranjan
  • Rahut, Dil Bahadur

Abstract

Quantitative evidence on the impact of social protection such as livelihood programs (LPs) on reducing vulnerability to poverty (VtP) is scant. Therefore, this paper aims to estimate VtP and the ability of LPs to reduce it. The analysis is based on the primary data collected in 2018–19 from 479 households in a tribal region of eastern India. First, household VtP was estimated using the feasible generalized least squares (FGLS) method. Households were categorized into four groups based on their current and predicted future poverty status: chronic poor, transient poor, escaped poverty, and non-poor. Second, factors influencing this movement of households from current to future poverty states were determined using multinomial logistic regression. Third, the impact of the LP on VtP was investigated using the endogenous switching regression (ESR) approach. The FGLS estimates show that 34.7% of households are vulnerable to future poverty, which exceeds the actual poverty rate of 28.6%. The major factors responsible for exacerbating chronic poverty and causing transient poverty are chronic illness, climate shocks, and the sale of assets. The ESR results indicate that a household’s VtP is reduced by 3% for those that participate in LPs. Although the LP evaluated in this study has an average positive impact in reducing vulnerability, there is wide heterogeneity among the beneficiaries as the geographically disadvantaged communities lag behind the others. Therefore, the study suggests strengthening such LPs with a particular focus on disadvantaged and vulnerable communities.

Suggested Citation

  • Khosla, Sunil & Jena, Pradyot Ranjan & Rahut, Dil Bahadur, 2023. "Can rural livelihood programs enhance capabilities and reduce vulnerability to poverty? Evidence from a tribal region of eastern India," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 85-98.
  • Handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:85-98
    DOI: 10.1016/j.eap.2022.10.018
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592622001849
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2022.10.018?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. United Nations UN, 2015. "The Millennium Development Goals Report 2015," Working Papers id:7097, eSocialSciences.
    2. Paul Christian & Eeshani Kandpal & Nethra Palaniswamy & Vijayendra Rao, 2019. "Safety nets and natural disaster mitigation: evidence from cyclone Phailin in Odisha," Climatic Change, Springer, vol. 153(1), pages 141-164, March.
    3. World Bank, 2020. "Poverty and Shared Prosperity 2020," World Bank Publications - Books, The World Bank Group, number 34496.
    4. 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.
    5. Rahut, Dil Bahadur & Ali, Akhter & Behera, Bhagirath, 2015. "Household participation and effects of community forest management on income and poverty levels: Empirical evidence from Bhutan," Forest Policy and Economics, Elsevier, vol. 61(C), pages 20-29.
    6. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    7. Frank Ellis, 2000. "The Determinants of Rural Livelihood Diversification in Developing Countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 289-302, May.
    8. Sabina Alkire & James Foster, 2011. "Understandings and misunderstandings of multidimensional poverty measurement," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 289-314, June.
    9. Mauricio Gallardo, 2020. "Measuring Vulnerability to Multidimensional Poverty," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(1), pages 67-103, February.
    10. 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.
    11. Robert Holzmann & Steen Jørgensen, 2001. "Social Risk Management: A New Conceptual Framework for Social Protection, and Beyond," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 8(4), pages 529-556, August.
    12. Datta, Upamanyu, 2015. "Socio-Economic Impacts of JEEViKA: A Large-Scale Self-Help Group Project in Bihar, India," World Development, Elsevier, vol. 68(C), pages 1-18.
    13. Nguyen, Thanh-Tung & Nguyen, Trung Thanh & Grote, Ulrike, 2020. "Multiple shocks and households' choice of coping strategies in rural Cambodia," Ecological Economics, Elsevier, vol. 167(C).
    14. Maja Micevska & Dil Bahadur Rahut, 2008. "Rural Nonfarm Employment and Incomes in the Himalayas," Economic Development and Cultural Change, University of Chicago Press, vol. 57(1), pages 163-193, October.
    15. Ligon, Ethan & Schechter, Laura, 2004. "Evaluating different approaches to estimating vulnerability," Social Protection Discussion Papers and Notes 30159, The World Bank.
    16. Michael Carter & Christopher Barrett, 2006. "The economics of poverty traps and persistent poverty: An asset-based approach," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 178-199.
    17. Muhammad Masood Azeem & Amin W. Mugera & Steven Schilizzi, 2019. "Do Social Protection Transfers Reduce Poverty and Vulnerability to Poverty in Pakistan? Household Level Evidence from Punjab," Journal of Development Studies, Taylor & Francis Journals, vol. 55(8), pages 1757-1783, August.
    18. Diwakar, Vidya & Shepherd, Andrew, 2022. "Sustaining escapes from poverty," World Development, Elsevier, vol. 151(C).
    19. Hidrobo, Melissa & Hoddinott, John & Kumar, Neha & Olivier, Meghan, 2018. "Social Protection, Food Security, and Asset Formation," World Development, Elsevier, vol. 101(C), pages 88-103.
    20. Alejandro de la Fuente & Eduardo Ortiz-Juárez & Carlos Rodríguez-Castelán, 2018. "Living on the edge: vulnerability to poverty and public transfers in Mexico," Oxford Development Studies, Taylor & Francis Journals, vol. 46(1), pages 10-27, January.
    21. Lindy C. Charlery & Matin Qaim & Carsten Smith-Hall, 2016. "Impact of infrastructure on rural household income and inequality in Nepal," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 8(2), pages 266-286, June.
    22. Rahman, Andaleeb, 2016. "Universal food security program and nutritional intake: Evidence from the hunger prone KBK districts in Odisha," Food Policy, Elsevier, vol. 63(C), pages 73-86.
    23. Baez, Javier E. & de la Fuente, Alejandro & Santos, Indhira, 2010. "Do Natural Disasters Affect Human Capital? An Assessment Based on Existing Empirical Evidence," IZA Discussion Papers 5164, Institute of Labor Economics (IZA).
    24. United Nations UN, 2015. "The Millennium Development Goals Report 2015," Working Papers id:7222, eSocialSciences.
    25. Glewwe, Paul & Hall, Gillette, 1998. "Are some groups more vulnerable to macroeconomic shocks than others? Hypothesis tests based on panel data from Peru," Journal of Development Economics, Elsevier, vol. 56(1), pages 181-206, June.
    26. Andrew Dorward & Simon Anderson & Yolanda Nava Bernal & Ernesto Sánchez Vera & Jonathan Rushton & James Pattison & Rodrigo Paz, 2009. "Hanging in, stepping up and stepping out: livelihood aspirations and strategies of the poor," Development in Practice, Taylor & Francis Journals, vol. 19(2), pages 240-247, April.
    27. Rachel Godfrey†Wood & Benjamin C. R. Flower, 2018. "Does Guaranteed employment promote resilience to climate change? The case of India's Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA)," Development Policy Review, Overseas Development Institute, vol. 36(S1), pages 586-604, March.
    28. 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.
    29. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985.
    30. Rhonda Breitkreuz & Carley‐Jane Stanton & Nurmaiya Brady & John Pattison‐Williams & E.D. King & Chudhury Mishra & Brent Swallow, 2017. "The Mahatma Gandhi National Rural Employment Guarantee Scheme: A Policy Solution to Rural Poverty in India?," Development Policy Review, Overseas Development Institute, vol. 35(3), pages 397-417, May.
    31. Sunil Khosla & Pradyot Ranjan Jena, 2022. "Analyzing vulnerability to poverty and assessing the role of universal public works and food security programs to reduce it: Evidence from an eastern Indian state," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2296-2316, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jena, Pradyot Ranjan & Khosla, Sunil & Rahut, Dil Bahadur, 2024. "Can farmers with higher capabilities fend off falling into future Poverty? Empirical evidence from a tribal region in eastern India," World Development Perspectives, Elsevier, vol. 33(C).
    2. Sunil Khosla & Pradyot Ranjan Jena, 2023. "Using Multidimensional Poverty Measure to Target Right Beneficiaries to Achieve Sustainable Development Goal-1 in India," Indian Journal of Human Development, , vol. 17(2), pages 290-309, August.
    3. Mallawaarachchi, Thilak & Rahut, Dil Bahadur, 2023. "Realising rural economic transformation: Pathways to inclusive and sustainable prosperity in post-COVID-19 Asia," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1076-1082.
    4. Zheng, Hongyun & Ma, Wanglin, 2023. "Impact of agricultural commercialization on dietary diversity and vulnerability to poverty: Insights from Chinese rural households," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 558-569.
    5. Fernández-Olmos, Marta & Ma, Wanglin & Florine, Pecheux-Livat, 2024. "Linking Spanish wine farmers to international markets: Is direct export better than indirect export in improving farm performance?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 153-163.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jena, Pradyot Ranjan & Khosla, Sunil & Rahut, Dil Bahadur, 2024. "Can farmers with higher capabilities fend off falling into future Poverty? Empirical evidence from a tribal region in eastern India," World Development Perspectives, Elsevier, vol. 33(C).
    2. Sunil Khosla & Pradyot Ranjan Jena, 2022. "Analyzing vulnerability to poverty and assessing the role of universal public works and food security programs to reduce it: Evidence from an eastern Indian state," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2296-2316, November.
    3. Sunil Khosla & Pradyot Ranjan Jena, 2023. "Using Multidimensional Poverty Measure to Target Right Beneficiaries to Achieve Sustainable Development Goal-1 in India," Indian Journal of Human Development, , vol. 17(2), pages 290-309, August.
    4. 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.
    5. 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.
    6. Gallardo, Mauricio, 2022. "Measuring vulnerability to multidimensional poverty with Bayesian network classifiers," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 492-512.
    7. Ranjula Bali Swain & Maria S. Floro, 2010. "Reducing Vulnerability through Microfinance: Assessing the Impact of Self-Help Groups in India," Working Papers 2010-19, American University, Department of Economics.
    8. Gbetoton Nadege Djossou & Gilles Quentin Kane & Jacob Novignon, 2017. "Is Growth Pro‐Poor in Benin? Evidence Using a Multidimensional Measure of Poverty," Poverty & Public Policy, John Wiley & Sons, vol. 9(4), pages 426-443, December.
    9. Jingjing Zhou & Yaoyu Zhang & Yong Sha & Jianfang Zhou & Hang Ren & Xin Shen & Hui Xu, 2022. "The Effect of the “Triple-Layer Medical Security” Policy on the Vulnerability as Expected Poverty of Rural Households: Evidence from Yunnan Province, China," IJERPH, MDPI, vol. 19(19), pages 1-22, October.
    10. Bo Yang & Xiangnan Wang & Tong Wu & Weihua Deng, 2023. "Reducing farmers' poverty vulnerability in China: The role of digital financial inclusion," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1445-1480, August.
    11. 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.
    12. Chhibber, Ajay, 2016. "Assessing and Evaluating the Addis Ababa Action Agenda (AAAA)," Working Papers 16/166, National Institute of Public Finance and Policy.
    13. 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.
    14. Nguyen, Trung Thanh & Do, Truong Lam & Halkos, George & Wilson, Clevo, 2020. "Health shocks and natural resource extraction: A Cambodian case study," Ecological Economics, Elsevier, vol. 169(C).
    15. 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.
    16. Jhon Edwar Hernández & Blanca Zuluaga, 2022. "Vulnerability to Multidimensional Poverty: An Application to Colombian Households," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(1), pages 345-371, November.
    17. Pierluigi Montalbano & Alessandro Federici & Umberto Triulzi & Carlo Pietrobelli, 2005. "Trade Openness and Vulnerability in Central and Eastern Europe," WIDER Working Paper Series RP2005-43, World Institute for Development Economic Research (UNU-WIDER).
    18. Moatsos, Michail & Lazopoulos, Achillefs, 2021. "Global poverty: A first estimation of its uncertainty," World Development Perspectives, Elsevier, vol. 22(C).
    19. Samuel Mburu & Micha Kaiser & Alfonso Sousa-Poza, 2023. "Livestock Asset Dynamics Amongst Pastoralists in Northern Kenya," Journal of African Economies, Centre for the Study of African Economies, vol. 32(5), pages 572-597.
    20. Saeed, Muhammad Kashif & Hayat, Muhammad Azmat, 2020. "The Impact of Social Cash Transfers on Poverty in Pakistan-A Case Study of Benazir Income Support Programme," MPRA Paper 99805, University Library of Munich, Germany.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:85-98. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.