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Cover IMF Working Papers
Reassessing GDP Growth in Countries with Statistical Shortcomings - A Case Study on Turkmenistan
Mr. Levan Gogoberishvili and Ömer E. Bayar
Reliable national accounts are essential for proper economic analyses and informed policymaking by national authorities as well as other stakeholders. Nevertheless, in many countries, national accounts statistics are subject to serious shortcomings, which are often manifested as overestimated growth rates. In cases where official data are not adequate for surveillance, IMF staff compile alternative estimates by applying various forecasting methods. This study proposes a more holistic, bottom-up approach, which is based on the compilation of GDP by the expenditure method with limited source data. The study also discusses the case of Turkmenistan, where this method was implemented in practice.
Keywords:
GDP; national accounts; growth estimates; data shortcomings; reassessing GDP growth; commodity trade statistics database; IMF working paper 23/207; forecasting method; data shortcoming; Imports; Consumption; Gross fixed investment; Household consumption; Exports; Central Asia and the Caucasus; Global
Cover IMF Working Papers
Reassessing GDP Growth in Countries with Statistical Shortcomings – A Case Study on Turkmenistan
Mr. Levan Gogoberishvili and Ömer E. Bayar

Reliable national accounts are essential for proper economic analyses and informed policymaking by national authorities as well as other stakeholders. Nevertheless, in many countries, national accounts statistics are subject to serious shortcomings, which are often manifested as overestimated growth rates. In cases where official data are not adequate for surveillance, IMF staff compile alternative estimates by applying various forecasting methods. This study proposes a more holistic, bottom-up approach, which is based on the compilation of GDP by the expenditure method with limited source data. The study also discusses the case of Turkmenistan, where this method was implemented in practice.

Keywords:
coverage ratio; IMF Turkmenistan team; imports of goods; GDP estimate; goods export; Central Asia and the Caucasus
Cover IMF Working Papers
The Anatomy of the Financial Inclusion Gap in the Caucasus and Central Asia
Mr. Tigran Poghosyan
This paper analyses how financial inclusion in the Caucasus and Central Asia (CCA) compares to peers in Central and Eastern Europe (CEE). Using individual-level survey data, it shows that the probability of being financially included, as proxied by account ownership in financial institutions, is substantially lower across gender, income groups, and education levels in all CCA countries relative to CEE comparators. Key determinants of this financial inclusion gap are lower financial and human development indices, weak rule of law, and physical access to bank branches or ATMs. This suggests that targeted policies aimed at boosting financial and human development, strengthening the rule of law, and supporting fintech solutions can broaden financial inclusion in the CCA.
Keywords:
Caucasus and Central Asia; financial inclusion; financial access; estimation result; CEE comparator; CCA country; IMF working paper 23/109; CEE peer; Financial sector development; Financial account; Financial sector; Income; Global; Central Asia and the Caucasus
Cover IMF Working Papers
Supporting Sustainable Financing and Access to Finance in Armenia
Maria Atamanchuk and Kiichi Tokuoka
In Armenia, both external and domestic financing face challenges. Armenia’s share of inward foreign direct investment (FDI) in private external financing has declined significantly over the past decade. Access to domestic finance in Armenia is also moderate and masks important disparities. Against this background, this paper analyses the determinants of inward FDI and examines the impediments to increasing access to domestic finance. The paper confirms empirically that governance-related structural factors have a significant impact on inward FDI. Similar structural factors, informality and poor accounting practices are reported among major challenges for increasing access to finance for firms in Armenia. This paper finds that to improve financing in Armenia include: implementing structural reforms to improve the business environment, maintaining prudent macroeconomic policies, strengthening financial reporting, and improving financial inclusion through reduced informality in the economy.
Keywords:
Inward FDI; access to finance; financial inclusion; face challenge; sustainable financing; inward foreign direct investment; financing in Armenia; Armenia's share; Foreign direct investment; Business environment; Capital inflows; Loans; Global; Europe; Middle East and Central Asia
Cover IMF Working Papers
Remittances in Russia and Caucasus and Central Asia: the Gravity Model
Mr. Tigran Poghosyan
Remitances are an important source of external financing in low- and middle-income countries. This paper uses the gravity model to analyze remittance flows in Russia and Caucasus and Central Asia (CCA) countries. Standard gravity determinants, such as GDP in sending and recieiving countries, bilateral distance, existence of common borders and common official language, fit remittance flows well. Remittances also react to inflation and exchange rate movements in recipient countries to sustain their purchasing power. In line with the altruism hypothesis, remittances flow to countries with higher age dependency ratio. Remittances are countercyclical and help stabilize outputs in recipient countries. However, global shocks resulting in sharp output losses of sending countries would lead to large volatility and decline of remittance inflows in recipient countries. The results of the analysis can be used to assess the impact of the COVID-19 shock on projected remittance flows into CCA.
Keywords:
WP; remittance; country; remittance flow; international remittances; migration; gravity model; recipient country; country j; bilateral remittance; pair level; sending country; Remittances; Gravity models; Oil prices; Exchange rates; Outward remittances; Central Asia and the Caucasus; Global