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Modelling Corruption Perceptions: Evidence from Eastern Europe and Central Asian Countries

Author

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  • Giorgio d’Agostino

    (Roma Tre University)

  • Luca Pieroni

    (University of Perugia)

Abstract

This work proposes a multidimensional framework that is based on a latent class model to identify various types of corruption and to outline their importance. A dataset of Eastern European and Central Asian countries is used to identify four groups of corrupt activities, which go beyond the usual classification of corruption into administrative and political corruption. Our estimates are validated by means of a direct administrative corruption index that is derived from the same dataset and also by a comparison with the corruption perception rankings that are published by Transparency International. The potential of the proposed approach is illustrated with an application to the relationship between firms’ competitiveness and the latent classes of corruption that we have identified.

Suggested Citation

  • Giorgio d’Agostino & Luca Pieroni, 2019. "Modelling Corruption Perceptions: Evidence from Eastern Europe and Central Asian Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(1), pages 311-341, February.
    • Handle: RePEc:spr:soinre:v:142:y:2019:i:1:d:10.1007_s11205-018-1886-3
    DOI: 10.1007/s11205-018-1886-3
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    More about this item

    Keywords

    Corruption; Eastern Europe and Central Asian economies; Latent class models; Multidimensional item response theory; Firm competitiveness;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption

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