A Study of Changing Income Distribution in Kazakhstan Using a New Social Accounting Matrix and Household Survey Data
AbstractSince the collapse of the Soviet Union in 1991, the successor states have all been moving - albeit at different speeds and in different ways - towards some form of market-type economy. The transition process has been accompanied by major disruption of much existing production, and by large changes in living standards and income distribution. After experiencing deep post-communist recessions, almost the whole region is now growing quite rapidly. But measuring these large and rapid changes is difficult and uncertain due to poor data quality, frequent changes in statistical methodology, and other problems. This paper develops a framework for building a Social Accounting Matrix (SAM) for Kazakhstan based on the UN 1993 System of National Accounts and Input-Output tables. A highly aggregated macro-SAM is constructed first, mostly using National Accounts data. At the second stage, a disaggregated micro-SAM is built using macro-SAM aggregates and Input-Output tables. To reconcile the Input-Output tables with the National Accounts, we use cross entropy and least squares methods of adjustment. This procedure also allows us to eliminate various inconsistencies in the final SAM. Third, using household survey data, we introduce several household types into the model (essentially, cohorts defined according to their income levels) to enable us to study income distribution and trends in it during Kazakhstan's transition. Finally, we integrate all these elements into a CGE model for Kazakhstan, enabling us to explore the probable impact of rising oil exports on Kazakhstan's income distribution and various inequality measures. All the data used in the paper are relatively easy to obtain from national statistical agencies and the methods developed herein could be applied to building detailed SAMs and associated CGE models for other developing and transition economies where the quality and availability of data is often a problem.
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Bibliographic InfoPaper provided by Centre for Economic Reform and Transformation, Heriot Watt University in its series CERT Discussion Papers with number 0802.
Date of creation: 2008
Date of revision:
social accounting matrix; income distribution; Kazakhstan; transition economies; input-output tables; household surveys;
Find related papers by JEL classification:
- C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
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- Howie, Peter & Atakhanova, Zauresh, 2014. "Resource boom and inequality: Kazakhstan as a case study," Resources Policy, Elsevier, vol. 39(C), pages 71-79.
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