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Erschienen in: Social Indicators Research 3/2015

04.12.2014

The Role of Visible Wealth for Deprivation

verfasst von: Veronika Bertram-Hümmer, Ghassan Baliki

Erschienen in: Social Indicators Research | Ausgabe 3/2015

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Abstract

Motivated by the lack of literature linking actual to perceived relative deprivation, this paper assesses the role of visibility in goods and assets vis-à-vis income behind perceptions of relative deprivation. We rely on household survey data that include unique information on reported perceived deprivation with a pre-specified reference group, namely others in the same town or village. Based on a large number of asset and consumption items, we create an index of visible wealth by aggregating visible goods and assets using principal component weights. We show that relative deprivation in visible wealth has a significantly stronger effect than income in determining levels of perceived relative deprivation. The finding is robust under various sensitivity checks and for a number of controls. Our result sheds light on the importance of the visibility of the objects of comparison on an individual’s assessment of the own relative economic situation and proposes that future research should not only rely on income-based deprivation measures.

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Fußnoten
1
The term “deprivation” is used equivalently to “relative deprivation” throughout the rest of the paper.
 
2
Attrition between the baseline in 2010 (with an original sample size of 3,000 households) and the follow-up wave in 2011 which is used for this paper is low (4.56 %). The attrition households are mostly urban dwellers who are slightly, but not significantly, poorer than the households remaining in the second wave.
 
3
The survey was conducted by the German Institute for Economic Research (DIW Berlin) in cooperation with local partners in Bishkek. The questionnaires in Kyrgyz, Russian and English can be accessed at the project website: http://​www.​diw.​de/​kyrgyzstan.
 
4
If the head of the household was not available during the interview, we use information of the spouse or the most senior household member who responded.
 
5
This trivial transformation does not affect the underlying structure of the variable. It is undertaken just to provide easier interpretation of the coefficients of the actual deprivation measures in the analysis, where 0 signifies “not deprived at all” and 1 “fully deprived”.
 
6
Housing, means of transport and consumption items are assessed in monetary units (continuous variable), and durables in the quantities owned (count variable). For comparability, the livestock quantities are transferred into livestock equivalent units. We use the FAO equivalence scales (one horse 1 unit, one cow 1 unit, one sheep 0.15 units, one goat 0.15 units, one pig 0.15 units).
 
7
Higher principal components did not show significant correlations and, in some cases, not the expected negative direction of the relationship with perceived deprivation. Therefore we did not use higher components for the analysis.
 
8
The \(cv\) is defined as the ratio of the standard deviation and the mean.
 
9
Given that the dependent variable is an 11-point Likert scale, it can be treated as a continuous variable. Hence, a simple OLS estimation suffices. Results do no change when using Ordered Logit estimations.
 
10
A unit increase represents a shift from no actual deprivation to complete deprivation within a town or village.
 
11
We further run regressions including only the households in the 99 percentile of income, assets and consumption. We find the results robust to outliers.
 
12
As the mean- and rank-based measures only marginally include the own level of economic wealth, an individual’s absolute income (log) and the absolute level of PCA score in visible wealth are included as additional controls in the estimations.
 
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Metadaten
Titel
The Role of Visible Wealth for Deprivation
verfasst von
Veronika Bertram-Hümmer
Ghassan Baliki
Publikationsdatum
04.12.2014
Verlag
Springer Netherlands
Erschienen in
Social Indicators Research / Ausgabe 3/2015
Print ISSN: 0303-8300
Elektronische ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-014-0824-2

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