The paper applies quantile regression technique, specifically, quantile vector autoregression to stochastic debt sustainability analysis (DSA) and the construction of public debt fan charts. Stochastic approach to DSA typically uses standard ordinary least squares vector autoregression (OLS VAR)...

The lack of suitable data is a key challenge in ex-post policy evaluations. This paper proposes a novel data to measure local economic activities using vehicle counts in each 500 meter (m) x 500 m tile. The metric is derived from high resolution satellite images using a machine learning...

Granular spatial information on the distributions of human population is relevant to a variety of fieldslike health, economics, and other areas of public sector planning. This paper applies ensemble methods and aims at assessing their applicability to analyzing and forecasting population density...

This paper examines the impact of industrial robots on jobs. We combine data on robot adoption and occupations by industry in 37 economies for the period 2005–2015. We exploit differences across industries in technical feasibility—defined as the industry’s share of tasks replaceable by...

This paper introduces a new city-level panel dataset constructed using satellite nighttime light imagery and grid population data. The dataset contains over 1,500 cities covering 43 economies of Asia and the Pacific from 1992 to 2016. With the dataset, we perform a variety of analyses for Asia...

Remittances from overseas can encourage human capital investment and improve educational outcomes in developing countries. Empirical studies, however, have shown mixed evidence at best. This paper uses a 5-year panel dataset that tracks the same 3,000 households and 8,000 individuals through...

Cross-border bank positions in Asia and the Pacific remain highly concentrated to few counterparties, exposing the region to financial risks and policy spillovers. Consequently, assessing the determinants and impacts of the region’s cross-border banking concentration is relevant to the design...

Populations become increasingly feminized with age. Since older women are more vulnerable to poverty, they may find it more difficult than men to access health care. This study examines factors that may constrain older persons in Southeast Asia from meeting their health-care needs when sick. Our...

The business-to-consumer (B2C) online commerce landscape is changing rapidly, supported by the technological innovation. However, its diffusion remains concentrated in developed and large economies and is creating a digital divide that excludes small and medium-sized enterprises and people with...

This paper provides a comprehensive discussion on different, interconnected methods of using the system of national accounts to measure the relevance of a country’s wellness sector to its overall economy. Procedures are discussed for using input–output analysis to derive the production and...