Cadasters—records of land and property ownership—constitute an important pillar of a country’s institutional landscape by enabling the assignment of property rights. This paper examines the impact of cadasters on long-term economic growth by identifying a specific channel in this link:...

This paper empirically evaluates the ability of current Large Language Models (LLMs) to analyze macrofinancial coverage in IMF Article IV staff reports, using human economists' assessments as a benchmark. We test several GPT models on reports from 2016-2024, assessing their performance on both...

We study how banking groups adjust corporate credit supply in response to tighter macroprudential policies. Using granular data on syndicated corporate loans, we show that banking groups reallocate lending from bank subsidiaries toward affiliated nonbank financial institutions (NBFIs) following...

We investigate the factors determining emerging markets’ likelihood to access international capital markets. First, we develop a simple model to outline the theoretical foundations of market access, highlighting the role of risk, spreads, net worth, and the cost of repaying debt. The model...

This paper describes the Quarterly Macro Forecasting Framework (QMFF), which is a novel approach to macroeconomic policy analysis and forecasting. At the core of this framework is a Quarterly Projection Model, with main behavioral equations quantified as deviations of real variables from their...

Capital flow restrictions have long been debated as a tool to manage external financial vulnerabilities, as volatile international capital flows and high external debt can contribute to financial crises. However, empirical evidence on whether capital flow management measures (CFMs) can shift the...

This paper applies network analysis to examine the impact of non-bank financial institutions (NBFIs) and financial market stress on contagion risk within the interbank network. Using network-based simulations on euro area banks’ supervisory data, we find that banks’ strong capital and...

This paper develops a nowcasting model to produce timely estimates of quarterly GDP growth for Kenya. Nowcasting combines official monthly indicators with digital transaction data. Exploiting strong comovement of macroeconomic time series, a few latent factors summarize aggregate dynamics and...

In 2021, the Republic of Georgia established a Large Taxpayer Office (LTO) to strengthen tax administration and improve compliance among firms that contribute a disproportionate share of revenue. This paper draws on that quasi-experiment to estimate the causal impact of intensive oversight, with...

Financial intermediation in Montenegro has been on a declining trend since independence, with domestic credit to the private sector decreasing from a peak of 86.5 percent of GDP in 2008 to 46.4 percent in 2024. Net interest margin (NIM)—a common indicator of intermediation costs—has remained...