Since 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.