This paper presents the Republic of Armenia’s report on the Observance of Standards and Codes and detailed assessment using the data quality assessment framework. Armenia exceeds Special Data Dissemination Standard requirements for both periodicity and timeliness in releases of data on...

Albania was among the first countries to participate in the General Data Dissemination System (GDDS), posting its metadata on the Dissemination Standards Bulletin Board. Its metadata have been used as a model by other countries participating in the GDDS. Recommendations to increase further...

This Selected Issues paper analyzes the empirical relationship between corporate leverage—and other indicators of financial health—and investment in Israel, using dynamic panel data techniques. The results suggest that weak balance sheets may well have contributed to the investment...

Unit value export and import indices compiled from returns to customs authorities are often used as surrogates for price indices in the measurement of inflation transmission, terms of trade (effects), and to deflate import and export value series to derive volume series. Their widespread use is...

Based on a survey that we designed and that covers a stratified random sample of 12,400 firms in 120 cities in China with firm-level accounting information for 2002-2004, this paper examines the presence of systematic distortions in capital allocation that result in uneven marginal returns to...

This Report on the Observance of Standards and Codes data module provides an assessment of Finland’s macroeconomic statistics against the Special Data Dissemination Standard complemented by an assessment of data quality based on the IMF’s Data Quality Assessment Framework, July...

This paper evaluates the bias of the least-squares-with-dummy-variables (LSDV) method in fiscal reaction function estimations. A growing number of studies estimate fiscal policy reaction functions-that is, relationships between the primary fiscal balance and its determinants, including public...

Using panel data from 120 developing countries from 1975 to 2000, this paper explores the direct and indirect channels linking social spending, human capital, and growth in a system of equations. The paper finds that both education and health spending have a positive and significant direct...

We propose using a Bayesian time-varying coefficient model estimated with Markov chain-Monte Carlo methods to measure contagion empirically. The proposed measure works in the joint presence of heteroskedasticity and omitted variables and does not require knowledge of the timing of the crisis. It...

“Program numbers” from a sample of IMF-supported programs are studied as if they were forecasts, through statistical analyses of the relationship between projections and outcomes for growth, inflation, and three balance of payments concepts. Statistical bias is found only for projections of...