Academic journal article Asian Social Science

Examining the Relationship between Spatial Patterns of Household Deprivation and Some Socioeconomic Indexes in Iraq-2004

Academic journal article Asian Social Science

Examining the Relationship between Spatial Patterns of Household Deprivation and Some Socioeconomic Indexes in Iraq-2004

Article excerpt


Regions, independent of their geographic level of aggregation, are known to be interrelated partly due to their relative locations. Similar economic performance among regions can be attributed to proximity. Consequently, a proper understanding and accounting of spatial liaisons are needed in order to effectively forecast regional economic variables. In this research household deprivation (HD) is viewed from the perspective of living standards index (LSI). Historically, governorates in Iraq suffered inequalities of living standards for many reasons, such as government's focus on the heart of the city, specifically Baghdad, Basra, and Nineveh. Question is raised whether the spatial pattern of HD is existed in Iraq? If so, can household economic status (HES) and education indexes explain this pattern?

The objective is to investigate spatial structure of LSI and its spatial correlation to spatial structure of each of HES and education. This investigation will provide implications for policy makers, finding local clusters and showing visual picture for each of LSI, HES and education.

The study utilizes a cross-sectional census data collected in 2004 for 18 governorates. Mapping is used as the first step to conduct visual inspection for LSI using quartiles. Several spatial econometric techniques are available in the literature, which deal with the spatial autocorrelation in geographically referenced data. Two statistics of spatial autocorrelation, based on sharing boundary neighbours, known as global and local Moran's I, are carried out. Wartenberg's measure is used to detect bivariate spatial correlation.

The hypothesis of spatial clustering for LSI was confirmed by a positive global Moran's I of.34 with p=.002 and permutation p=.006, while for education was not confirmed by a negative global Moran's I of-.16 with p=.451 and for HES was confirmed by a positive global Moran's I of.28 with p=.010. Bivariate spatial correlation between LSI and education wasn't found significant.09 with p=.165 and between LSI and HES was found significant.31 with p=.002.

In conclusion, based on visual inspection of mapping global clustering was found in LSI on the northern and southern parts. It was confirmed by the significant global Moran's I statistic. Out of 18 governorates; eight, seven, and one were found as local clusters in LSI, HES, and education respectively based on local Moran's Ii. The bivariate spatial correlation between LSI and education was not found significant while between LSI and HES was found significant.

Keywords: spatial autocorrelation, deprivation, mapping, Moran statistics, Iraq's governorates, socioeconomic indexes

1. Introduction

Spatial statistics relates to the analysis of the spatial aspect of data sets. All data have, implicitly or explicitly, a spatial component. The reasons why spatial statistics are of import for many areas are threefold: (i) Data that are spatially close, are usually more similar than those that are further apart. Hence, there is spatial (and temporal) dependence for most data sets. (ii) Spatial models to explain and make inference about data structures have important implications in many fields. (iii) The literature on spatial statistics is substantial, but there still is a lot to uncover and many questions to answer.

Deprivation indicates the condition of poverty perceived as "human poverty," which includes income poverty, as well as its social, human, and capable dimensions. Deprivation is the lack of welfare. It is often understood in terms of material goods and resources but equally applicable to psychological factors. It is relative to the local community, the wider society, or nation to which an individual, family, or group belongs (Gordon & Spicker, 1999). The two concepts of poverty and deprivation are tightly linked, but there is general agreement that the concept of deprivation covers various conditions, independent of income, and experienced by people who are poor. …

Search by... Author
Show... All Results Primary Sources Peer-reviewed


An unknown error has occurred. Please click the button below to reload the page. If the problem persists, please try again in a little while.