The publication covers the 49 regional members of ADB. It discusses trends in development progress and the challenges to achieving inclusive and sustainable economic growth across Asia and the Pacific. This 53rd edition finds that the COVID-19 pandemic has set back the fight against poverty in the region by at least 2 years. Drawing on data simulations, it concludes that people with less social mobility may experience longer-lasting difficulties in escaping poverty. Key Indicators for Asia and the Pacific 2022 includes a special chapter on how data resilience can be achieved in the wake of pandemic disruptions to the operations of national statistical systems. The publication is complemented by a special supplement, Mapping the Public Voice for Development: Natural Language Processing of Social Media Text Data, which explores how social media text data can be harnessed to help policymakers understand the opinions, ideas, and expectations of the public.

This publication provides updated statistics on a comprehensive set of economic, financial, social, and environmental measures as well as select indicators for the Sustainable Development Goals (SDGs). The report covers the 49 regional members of ADB. It discusses trends in development progress and the challenges to achieving inclusive and sustainable economic growth across Asia and the Pacific. This 54th edition of Key Indicators examines how the increased cost-of-living crisis combined with the lingering impacts of the COVID-19 pandemic are pushing millions of people in Asia and the Pacific deeper into poverty. The report identifies the need for more galvanized efforts to ensure poor people are able to cope with inflationary pressures and ongoing economic uncertainties.

This publication provides updated statistics on a comprehensive set of economic, financial, social, and environmental measures as well as select indicators for the Sustainable Development Goals (SDGs). The report covers the 49 regional members of ADB. It discusses trends in development progress and the challenges to achieving inclusive and sustainable economic growth across Asia and the Pacific. This 52nd edition discusses how the COVID-19 pandemic has intensified the challenges of meeting development targets, which needed urgent attention even before the global health crisis began. To put into practice the "leave no one behind" principle of the SDGs, the availability of more detailed and informative data is crucial. With the pandemic intensifying society's reliance on digital platforms for remote working and learning, as well as for shopping and entertainment, the 2021 report features a special supplement, Capturing the Digital Economy: A Proposed Measurement Framework and Its Applications, which is rooted in input-output analysis and uses readily available national accounts data. The study provides a sound basis on which to assess the relative importance of the digital economy in national and global production processes.

Annotation Key Indicatorsis an annual statistical publications of the Asian Development Bank, presenting the most current statistical data and socio-economic indicators from 35 of the Bank's developing member countries (DMCs).

This publication provides updated statistics on a comprehensive set of economic, financial, social, and environmental measures as well as select indicators for the Sustainable Development Goals (SDGs). The report covers the 49 regional members of ADB. It discusses trends in development progress and the challenges to achieving inclusive and sustainable economic growth across Asia and the Pacific. This 55th edition explores the data necessary to guide climate-related policies. It assesses the availability and sufficiency of data on climate change drivers, impacts, vulnerabilities, and strategies for mitigation and adaptation, and emphasizes the need for more geographically granular data.

The publication introduces the foundations of natural language analyses and showcases studies that have applied NLP techniques to make progress on the Sustainable Development Goals. It also reviews specific NLP techniques and concepts, supported by two case studies. The first case study analyzes public sentiments on the coronavirus disease (COVID-19) in the Philippines while the second case study explores the public debate on climate change in Australia.

The Key Indicators for Asia and the Pacific 2020, the 51st edition of this series, includes the latest available economic, financial, social, and environmental indicators for the 49 regional members of the Asian Development Bank. It presents the latest key statistics on development issues concerning the economies of Asia and the Pacific to a wide audience, including policy makers, development practitioners, government officials, researchers, students, and the general public. Part I of this issue presents the current status of economies of Asia and the Pacific with respect to the Sustainable Development Goals based on selected indicators from the global indicator framework. Part II comprises statistical indicators that capture economic, financial, social, and environmental developments. Part III presents key statistics and stylized facts on the phenomenon of global value chains.

Infrastructure is essential for development. This report presents a snapshot of the current condition of developing Asia's infrastructure---defined here as transport, power, telecommunications, and water supply and sanitation. It examines how much the region has been investing in infrastructure and what will likely be needed through 2030. Finally, it analyzes the financial and institutional challenges that will shape future infrastructure investment and development.