Record Details

The link between agricultural output and the states of poverty in the Philippines: evidence from self-rated poverty data

Philippine Review of Economics

View Archive Info
 
 
Field Value
 
Title The link between agricultural output and the states of poverty in the Philippines: evidence from self-rated poverty data
 
Creator Mapa, Dennis S.; School of Statistics and School of Economics, University of the Philippines Diliman
Lucagbo, Michael Daniel C.; School of Statistics, University of the Philippines Diliman
Garcia, Heavenly Joy P.; School of Statistics, University of the Philippines Diliman
 
Subject Markov switching; logistic regression; self-rated poverty
 
Description The high poverty incidence in the country is a concern that needs to be addressed by our policy makers. Official poverty statistics from the National Statistical Coordination Board (NSCB) show that the reduction in poverty over the past two decades has been quite dismal from 38 percent in 1988 to 26 percent in 2009, or less than 1 percent reduction per year. Since poverty incidence has dynamic patterns, studies using official poverty data encounter difficulty because of alimited number of data points. This study builds econometric models in analysing the movement of poverty in the country using the quarterly self-rated poverty series of the Social Weather Stations. The first model uses Markov Switching to determine the states of poverty. It assumes two states: high andmoderate states of poverty. A high 61 percent of the population considered themselves poor when the country is in the state of high poverty. In times of moderate poverty, 49.5 percent of the population consider themselves poor. The result shows thatonce the country is in the state of high poverty, it stays there for an average of 24 quarters, or six years, before moving out. The paper then builds a logistic regression model to show what determines the states of high poverty. The model shows that a 1 percent increase in agricultural output in the previous quarter reduces the probability of being in the high state of poverty by about 8 percentage points, all things being the same. The study shows that poverty incidence in the country is dynamic, and frequent monitoring through self-rated poverty surveys is important in order to assess the effectiveness of the government programs in reducing poverty. The self-rated poverty surveys can complement the official statistics on poverty incidence.JEL classification: C53, I38, I32, Q10
 
Publisher Philippine Review of Economics
 
Contributor —
 
Date 2012-12-17
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier http://www.econ.upd.edu.ph/pre/index.php/pre/article/view/886
 
Source Philippine Review of Economics; Vol 49, No 2 (2012); 51-74
1655-1516
 
Language eng
 
Relation http://www.econ.upd.edu.ph/pre/index.php/pre/article/view/886/785
 
Rights Copyright (c) 2017 Philippine Review of Economics