Teguh, Dartanto and Nurkholis, Nurkholis (2011): Finding out of the Determinants of Poverty Dynamics in Indonesia: Evidence from Panel Data. Forthcoming in: Bulletin of Indonesian Economic Studies (2013)
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This study aims to examine the determinants of poverty dynamics in Indonesia. This study applies the spell approach of poverty experience and the ordered logit model to identify the poverty status of households: poor, transient poor (-), transient poor (+) and non-poor. Observing the Susenas balanced panel dataset of 2005 and 2007 covering 8,726 households, we found that 28% of poor households classified as poor (remained poor in two periods) while 7% of non-poor households are vulnerable to being transient poor (-). Our estimations confirmed that the important factors of poverty dynamics in Indonesia are educational attainment, number of household members, physical assets, employment status, health shocks, access to electricity, and changes in the household size, in the working sector and in the microcredit program. We also found that households living in Java-Bali are more vulnerable to negative shocks while households living outside Java-Bali are relatively resilient to negative shocks.
|Item Type:||MPRA Paper|
|Original Title:||Finding out of the Determinants of Poverty Dynamics in Indonesia: Evidence from Panel Data|
|English Title:||Finding out of the Determinants of Poverty Dynamics in Indonesia: Evidence from Panel Data|
|Keywords:||poverty dynamics, panel data, shocks, government assistance, Indonesia|
|Subjects:||I - Health, Education, and Welfare > I3 - Welfare and Poverty > I38 - Government Policy; Provision and Effects of Welfare Programs
C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C25 - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
I - Health, Education, and Welfare > I3 - Welfare and Poverty > I32 - Measurement and Analysis of Poverty
|Depositing User:||Teguh Dartanto|
|Date Deposited:||11. Sep 2012 11:24|
|Last Modified:||12. Feb 2013 14:10|
Adam, R. H. and Jane, J. H. (1995) ‘Sources of income inequality and poverty in rural Pakistan’, International Food Policy Research Institute Research Report 102, International Food Policy Research Institute, Washington DC.
Alisjahbana, A. and Yusuf, Arief A. (2003) ‘Poverty Dynamics in Indonesia: Panel Data Evidence’, Working Paper in Economics and Development Studies No. 200303, Padjadjaran University, Bandung.
Balisacan, Arsenio M., Pernio, E.M. and Asra, A. (2002) ‘Revising Growth and Poverty Reduction in Indonesia: What Do Subnational Data Show?’, ERD Working Paper No.25, Asian Development Bank.
Bidani, B. and Ravallion, M. (1993) ‘A New Regional Poverty Profile for Indonesia’, Bulletin of Indonesian Economic Studies 29 (3): 37-68.
Bigsten, A., Kebede, B., Shimeles, A. and Taddesse, M. (2003) ‘Growth and Poverty Reduction in Ethiopia: Evidence from Household Panel Surveys’, World Development 31 (1): 87–106.
Chant, S. (2003) ‘New Contributions to the Analysis of Poverty: Methodological and Conceptual Challenges to Understanding Poverty from a Gender Perspectives’, Women and Development Unit, United Nations, Santiago, Chile, accessed 6 April 2012 at <http://www.eclac.org/publicaciones/xml/6/13156/lcl1955i.pdf>.
Contreras, D., Cooper, R., Herman, J. and Nielson, C. (2004) ‘Dinámica de la Pobreza y Movilidad Social: Chile 1996–2001’, Departamento de Economía, University of Chile, Santiago.
Cruces, G. and Wodon, Q. (2003) ‘Transient and chronic poverty in turbulent times: Argentina 1995−2002’, Economics Bulletin 9 (3): 1−12.
Dercon, S. and Krishnan, P. (2000) ‘Vulnerability, Seasonality, and Poverty’, Journal of Development Studies 36 (6): 25–53.
Dercon, S and Shapiro, J. S. (2007) ‘Moving on, Staying Behind, Getting Lost: Lessons on Poverty Mobility from Longitudinal Data’, in Moving Out of Poverty: Cross-Disciplinary Perspectives on Mobility, ed. Narayan, D. and Petesch, P., The World Bank and Palgrave Macmillan, New York:77-126.
Dartanto. T and Nurkholis (2010) ‘Income Shocks and Consumption Smoothing Strategies: An Empirical Investigation of Maize Farmer’s Behavior in Kebumen, Central Java, Indonesia’, Modern Economy 1 (3): 149-155, DOI: 10.4236/me.2010.13017.
Fields, G., Cichello, P., Freije, S., Menendez, M. and Newhouse, D. (2003) ‘Household Income Dynamics: A Four-Country Story’, Journal of Development Studies 40 (2): 30-54.
Foster, J.E., Greer, J., and Thorbecke, E. (1984) ‘A Class of Decomposable Poverty Measures’, Econometrica 52: 761-776.
Grab, J. and Grimm, M. (2006) ‘Robust Multiperiod Poverty Comparisons’, Conference Paper of Chronic Poverty Research Centre (CPRC), University of Manchester, Manchester, accessed 15 January 2011at <http://www.chronicpoverty.org/uploads/publication_files/CP_2006_Grimm_Graeb.pdf>.
Haddad, L. and Ahmed, A. (2003) ‘Chronic and Transitory Poverty: Evidence from Egypt, 1997–99’, World Development 31 (1): 71–85.
Hall, A. L. (2007) ‘Moving Away from Poverty: Migrant Remittances, Livelihoods, and Development, in Moving Out of Poverty: Cross-Disciplinary Perspectives on Mobility, ed. Narayan, D. and Petesch, P., The World Bank and Palgrave Macmillan, New York: 307-332.
Herrera, J. (1999), ‘Ajuste Económico, Desigualdad, y Movilidad’, Working Paper DT/99/07, Développement et Insertion Internationale (DIAL), Paris.
Hulme, D., Moore, K. and Shepherd, A. (2001) ‘Chronic Poverty: Meanings and Analytical Frameworks’, Chronic Poverty Research Centre Working Paper No. 2, University of Manchester, Manchester, accessed 15 January 2011 at <http://www.chronicpoverty.org/uploads/publication_files/WP02_Hulme_et_al.pdf>.
Hulme D. and A. Shepard (2003) ‘Conceptualizing Chronic Poverty’, World Development 31 (3): 403-424. Instituto Nacional de Estadistica (INE) (2007) ‘Poverty and Its Measurement: the Presentation of a Range of Methods to Obtain Measures of Poverty’, INE: Madrid-Spain, accessed 6 April 2012 at <http://www.ine.es/en/daco/daco42/sociales/pobreza_en.pdf>.
Jalan, J. and Ravallion, M. (1998) ‘Determinants of Transient and Chronic Poverty: Evidence from Rural China’, World Bank Policy Research Working Paper No.1936, Washington DC.
Kedir, A. M. and McKay, A. (2005) ‘Chronic Poverty in Urban Ethiopia: Panel Data Evidence’, International Planning Studies 10 (1): 49–67.
LPEM FEUI, PSE-KP UGM and PSP-IPB, (2004a) ‘Infrastructure and Poverty Alleviation’, University of Indonesia, LPEM-FEUI: Research Report.
LPEM FEUI, PSE-KP UGM and PSP-IPB, (2004b) ‘Macroeconomic Policy and Poverty Reduction in Indonesia: A Summary of Mid Term Reports’, University of Indonesia, LPEM-FEUI: Research Report.
Mango, N, Cheng’ole, J. Kariuki, G. and Ongadi, W. (2004) ‘Social Aspects of Dynamic Poverty Traps: Cases from, Vihiga, Baringo and Marsabit Districts, Kenya’, accessed 27 February 2011 at <http://dyson.cornell.edu/special_programs/AFSNRM/Basis/Documents/Reports/SADPTcasestudies.pdf>.
McCulloch, N. and Baulch, B. (1999) ‘Distinguishing the chronically from the transitory poor––evidence from Pakistan’, IDS working paper no. 97, Brighton: Institute of Development Studies, University of Sussex.
McCulloch, N. and Baulch, B. (2000) ‘Simulating the impact of policy on chronic and transitory poverty in Rural Pakistan’, Journal of Development Studies 36 (6): 100–130.
McCulloch, N. and Calandrino, M. (2003) ‘Vulnerability and Chronic Poverty in Rural Sichuan’, World Development 31 (3): 661-628. doi:10.1016/S0305-750X(02)00216-4
McKay, A. and Lawson, D. (2002) ‘Chronic Poverty: A Review of Current Quantitative Evidence’, CPRC Working Paper No. 15, University of Manchester, accessed 27 February 2011 at <http://www.chronicpoverty.org/uploads/publication_files/WP15_Mckay_Lawson.pdf >.
McKay, A. and Lawson, D. (2003) ‘Assessing the Extent and Nature of Chronic Poverty in Low Income Countries: Issues and Evidence’, World Development 31 (3): 425-439.
Miranti, R. (2010) ‘Poverty in Indonesia 1984-2002: The Impact of Growth and Changes in Inequality’, Bulletin of Indonesian Economics Studies 46 (1): 83-101.
Muller, G. P. (2003) ‘Explaining Poverty: On the Structural Constraints of Income Mobility’, Social Indicator Research 59:301-319.
Okidi, John A. and Kempaka, G. (2002) ‘An overview of chronic poverty and development policy in Uganda’, CPRC working paper no. 11, University of Manchester, Manchester.
Okidi, John A. and McKay, A. (2003) ‘Poverty Dynamics in Uganda: 1992 to 2000’, CPRC Working Paper No.27, May 2003, University of Manchester, Manchester, accessed 27 February 2011at <http://eprc.or.ug/pdf_files/researchseries/series32.pdf >.
Sawada, Y., Shoji, M., Sugawara, S. and Shinkai, N. (2008) ‘The Role of Infrastructure in Mitigating Poverty Dynamics: The Case of an Irrigation Project in Sri Lanka’, JBICI Discussion Paper No.16, JBIC Institute, Tokyo, accessed 27 April 2012 at <http://www.jbic.go.jp/en/research/report/discussion-paper/pdf/dp16_e.pdf>.
Sparrow, R., Suryahadi, A. and Widyanti, W. (2010) ‘Social Health Insurance for the Poor: Targeting and Impact of Indonesia’s Askeskin Program’, SMERU Working Paper May 2010, SMERU Institute, Jakarta, accessed 13 April 2012 at <http://www.smeru.or.id/report/workpaper/askeskin/askeskin_eng.pdf>.
Sumarto, S., Suryahadi, A. and Widyanti, W. (2005) ‘Assessing the Impact of Indonesian Social Safety Net Programmes on Household Welfare and Poverty Dynamics’, The European Journal of Development Research 17 (1): 155-177.
Suryadarma, D., Widyanti, W., Suryahadi, A. and Sumarto, S. (2006) ‘From Access to Income: Regional and Ethnic Inequality in Indonesia’, SMERU Working Paper May 2006, SMERU Institute, Jakarta, accessed 10 April 2012 at <http://www.eaber.org/node/22547>.
Suryahadi, A. and Sumarto, S. (2001) ‘the Chronic Poor, the Transient Poor, and the Vulnerability in Indonesia before and After Crisis’, SMERU Working Paper May 2001, SMERU Institute, Jakarta.
Suryahadi, A., Sumarto, S. and Pritchett, L. (2003) ‘Evolution of Poverty during the Crisis in Indonesia’, Asian Economic Journal 17 (3): 221-241.
Suryahadi, A., Suryadarma, D. and Sumarto, S (2009) ‘The Effects of Location and Sectoral Components of Economic Growth on Poverty: Evidence from Indonesia’, Journal of Development Economics 89: 109-117.
Widyanti, W., Suryahadi, A., Sumarto, S. and Yumna, A. (2009) ‘The Relationship between Chronic Poverty and Household Dynamics: Evidence from Indonesia’, SMERU Working Paper January 2009, SMERU Institute, Jakarta.
Woolard, I. and Klasen, S. (2005) ‘Determinants of Income Mobility and Household Poverty Dynamics in South Africa’, Journal of Development Studies 41 (5): 865–97.
Wooldridge, Jeffry M. (2002) Econometric Analysis of Cross Section and Panel Data: Second Edition, the MIT Press, Cambridge, USA.
Yaqub, S. (2000) Poverty Dynamics in Developing Countries, Institute of Development Studies, Sussex, England.