1. Appraising Cross-National Income Inequality Databases : An Introduction
- Author
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Ferreira, Francisco H. G., Lustig, Nora, and Teles, Daniel
- Subjects
RESEARCHER ,SOCIAL SCIENCE ,INFORMATION ,MARKET INCOME ,CASE ,SOFTWARE ,DATABASES ,DESCRIPTION ,HOUSEHOLD INCOMES ,INEQUALITY DYNAMICS ,INEQUALITY MEASURES ,BINDING ,IMPUTATION ,WEBSITES ,D31 ,ADVANCED COUNTRIES ,INCOME ,IMPUTATIONS ,DATA SET ,DISPOSABLE INCOME ,INDIVIDUAL COUNTRIES ,MEASUREMENT ERRORS ,ABBREVIATIONS ,NEGATIVE CORRELATION ,COUNTRY REGRESSIONS ,COUNTRY REPORTS ,RELIABILITY ,INSTITUTIONS ,GINI COEFFICIENT ,INEQUALITY OBSERVATIONS ,USERS ,DISPOSABLE INCOME INEQUALITY ,STANDARDS ,STORAGE ,READING ,MARKET INCOMES ,POLICY DISCUSSIONS ,CASES ,INCOMES ,INCOME COMPONENTS ,DEVELOPMENT ECONOMICS ,ECONOMIC INEQUALITY ,CLASSIFICATION ,MULTIPLE IMPUTATION ,CONCEPT ,REGRESSION ANALYSIS ,MISSING DATA ,DOCUMENT ,DATABASE PRODUCERS ,PURCHASING POWER ,INSTITUTION ,INCOME REDISTRIBUTION ,INCOME INEQUALITY ,INCOME INEQUALITY DATA ,SERVERS ,INCOME STUDY ,CONSUMPTION ,TAXONOMY ,INCOME LEVELS ,CROSS-COUNTRY INEQUALITY ,inequality databases ,CAPABILITIES ,HOUSEHOLD SURVEYS ,INEQUALITY ,INEQUALITY TRENDS ,CONSUMPTION EXPENDITURES ,DISCLOSURE ,DATA ,INEQUALITY SERIES ,ENTRIES ,RESEARCH ,INCOME DATA ,AVERAGE INEQUALITY ,PRODUCT ,ECONOMIC REVIEW ,INEQUALITY ESTIMATES ,inequality comparisons ,ARTICLES ,STANDARD ,HARMONIZATION ,GROSS INCOME ,INEQUALITY LEVELS ,OPEN ACCESS ,INCOME DISTRIBUTION ,INDEX ,RESULT ,INEQUALITY INDICATORS ,DISTRIBUTIONAL IMPACT ,COUNTRY LEVEL ,MEASURING INCOME INEQUALITY ,INTERNATIONAL PROJECT ,DECLINING INEQUALITY ,REDISTRIBUTIVE IMPACT ,RELATIVE POVERTY ,MARKET INCOME INEQUALITY ,POVERTY ANALYSIS ,USER ,POVERTY ESTIMATES ,INEQUALITY INDEX ,TIME PERIODS ,CROSS-COUNTRY REGRESSION ,DATA SETS ,BEST PRACTICES ,RESEARCHERS ,SECONDARY SOURCES ,CLASSIFICATIONS ,CONCEPTS ,DATABASE ,WEBSITE ,HOUSEHOLD INCOME ,MEMBER COUNTRIES ,POLICY RESEARCH ,INCREASING INEQUALITY ,DEVELOPING COUNTRIES ,ddc:330 ,REGRESSION ANALYSES ,GOVERNMENT SERVICES ,I32 ,ARTICLE ,INCOME DISTRIBUTIONS ,OBJECT ,RESULTS ,INEQUALITY DATA ,DOCUMENTS ,PUBLISHING ,DATA CENTER ,STANDARDIZATION ,POVERTY LINE ,INDICES ,INSPECTION ,PUBLIC GOODS ,INEQUALITY MEASURE ,international inequality ,IMPUTATION METHODS ,PUBLIC EXPENDITURE ,MULTIPLE IMPUTATIONS ,EARNINGS INEQUALITY ,ADMINISTRATIVE RECORDS ,POLITICAL SCIENCE ,ACRONYM - Abstract
In response to a growing interest in comparing inequality levels and trends across countries, several cross-national inequality databases are now available. These databases differ considerably in purpose, coverage, data sources, inclusion and exclusion criteria, and quality of documentation. A special issue of the Journal of Economic Inequality, which this paper introduces, is devoted to an assessment of the merits and shortcomings of eight such databases. Five of these sets are microdata-based: CEPALSTAT, Income Distribution Database, Luxembourg Income Study, PovcalNet, and Socio-Economic Database for Latin America and the Caribbean. Two are based on secondary sources: All the Ginis and the World Income Inequality Database; and one is generated entirely through multiple-imputation methods: the Standardized World Income Inequality Database. Although there is much agreement across these databases, there is also a nontrivial share of country/year cells for which substantial discrepancies exist. In some cases, different databases would lead users to radically different conclusions about inequality dynamics in certain countries and periods. The methodological differences that lead to these discrepancies often appear to be driven by a fundamental trade-off between a wish for broader coverage on the one hand, and for greater comparability on the other hand. These differences across databases place considerable responsibility on both producers and users: on the former, to better document and explain their assumptions and procedures, and on the latter, to understand the data they are using, rather than merely taking them as true because available.
- Published
- 2015