Estimation of Vulnerability to Poverty Using a Multilevel Longitudinal Model: Evidence from the Philippines

Christian Mina and Katsushi Imai

No DP2016-16, Discussion Paper Series from Research Institute for Economics & Business Administration, Kobe University

Abstract: Using the panel data for the Philippines in 2003-2009, we estimate a three-level random coefficient model to measure household vulnerability and to decompose it into idiosyncratic and covariate components. We correct heterogeneity bias using Bell and Jones’s (2015) ‘within-between’ formulation. A majority of the poor and 18 percent of the non-poor are found to be vulnerable to unobservable shocks, while both groups of households are more susceptible to idiosyncratic shocks than to covariate shocks. Adequate safety nets should be provided for vulnerable households that lack access to infrastructure, or are larger in size with more dependents and less-educated heads. The JEL codes: C23, I32, O15 Key Words: Vulnerability, Poverty, Multilevel Model, Panel Data,

Keywords: Vulnerability; Poverty; Multilevel model; Panel data; The Philippines (search for similar items in EconPapers)
JEL-codes: C23 I32 O15 (search for similar items in EconPapers)
Pages: 46 pages
Date: 2016-03, Revised 2016-11
New Economics Papers: this item is included in nep-agr, nep-dev and nep-sea
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (12)

Downloads: (external link)
https://www.rieb.kobe-u.ac.jp/academic/ra/dp/English/DP2016-16.pdf Revised version, 2016 (application/pdf)

Related works:
Journal Article: Estimation of Vulnerability to Poverty Using a Multilevel Longitudinal Model: Evidence from the Philippines (2017)
Working Paper: Estimation of Vulnerability to Poverty Using a Multilevel Longitudinal Model: Evidence from the Philippines (2016)
Working Paper: Estimation of Vulnerability to Poverty Using a Multilevel Longitudinal Model: Evidence from the Philippines (2015)
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:kob:dpaper:dp2016-16

Access Statistics for this paper

More papers in Discussion Paper Series from Research Institute for Economics & Business Administration, Kobe University 2-1 Rokkodai, Nada, Kobe 657-8501 JAPAN. Contact information at EDIRC.
Bibliographic data for series maintained by Office of Promoting Research Collaboration, Research Institute for Economics & Business Administration, Kobe University ().