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Working Papers

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Economic Analysis and Policy

This paper proposes the use of synthetic training data generated by large language models
to improve machine learning SDG classifiers. It shows that supplementing existing training data with
synthetic data produced by the ChatGPT tool improves the performance of the SDGClassy classifier.
This addition of synthetic data is especially useful in building SDG classifiers given the limited availability
of properly labeled data and the complex, interconnected nature of the SDGs. Synthetic data thus enables
more effective machine-learning applications in this context.

Economic Analysis and Policy, Sustainable Development

Does digitalization reduce corruption? What are the benefits of data-driven digital government innovations to strengthen public integrity and advance the Sustainable Development Goals? While the correlation between digitalization and corruption is well established, there is less actionable evidence on the effects of specific digitalization reforms on different types of corruption and the policy channels through which they operate. This paper unbundles the integrity dividends of digital reforms that the pandemic has accelerated. It analyses the rise of integrity-tech and integrity analytics in the anticorruption space, deployed by data-savvy integrity institutions. It also assesses the…

Sustainable Development

How has the focus of the UN General Assembly changed over time and how well is the global agenda expressed in these documents? This paper presents a proof-of-concept classifier to examine the evolution of the global agenda expressed and observed in words of the UN General Assembly resolutions. Using natural language processing to identify four categories of resolutions — Sustainable Development, Justice and Law, Human Rights, and Peace and Security — the analysis of 3,765 UN GA resolutions from 2007 to 2019 reveals the changing areas of focus of the Member States and, as a result, of the UN Secretariat. Sustainable Development is slowly gaining importance in the language in UN…

Supreme audit institutions (SAIs) have started to audit the implementation of the Sustainable Development Goals (SDGs). While there is no one single audit model or approach to audit SDG implementation, audits should incorporate a few core methodological features related to the principles of the 2030 Agenda. Four methodological and practical challenges associated with conducting performance audits of SDG implementation, as they differ from traditional audits, are discussed in this paper: 1) problem definition, including the level of investigation in the SDG hierarchy of goals and targets and the audit scope; 2) conceptual challenges inherent in going from the level of individual entities…

As the 2030 Agenda for Sustainable Development enters its fifth year of implementation, it is opportune to ask how governance is understood and implemented around the world. In fact, one can go further to probe the extent to which governments are cognizant of the principles undergirding effective governance. This paper examines the ways in which governance has been operationalized by countries, major groups and other stakeholders since the first round of Voluntary National Reviews at the High-level Political Forum (HLPF) of 2016. It does this based on the qualitative overview of the Synthesis reports of Voluntary National Reviews (2016–2019), and the quantitative analysis of three SDG…

This paper briefly takes stock of two decades of e-participation initiatives based on a limited review of the academic literature. The purpose of the paper is to complement the results of the e-government Survey 2020. As such, the emphasis is on aspects that the e-government survey (based on analysis of e-government portals and on quantitative indicators) does not capture directly. Among those are the challenges faced by e-participation initiatives and key areas of attention for governments. The paper maps the field of e-participation and related activities, as well as its relationships with other governance concepts. Areas of recent development in terms of e-participation applications…

Financing for Development

It would be hard to fathom any Sustainable Development Goal (SDG) being achieved without either adequate human and financial resources and partnerships or institutions that are effective, inclusive and accountable. One would expect, therefore, that two of the most cross-cutting SDGs of the 2030 Agenda, SDG16 on Peace, justice and strong institutions and SDG17 on the Means of implementation and partnerships for development would receive ample attention in scholarly work and policy analysis. A quick overview of the literature reveals, however, that although SDG16 and SDG17 are examined quite extensively in and of themselves, linkages between the two seldom receive attention.

This…

This paper examines the involvement of supreme audit institutions (SAIs) in auditing the preparedness of governments for implementing the Sustainable Development Goals (SDGs) since 2015. These audits have covered institutional arrangements put in place to implement the SDGs, the mobilization of resources, and monitoring and evaluation frameworks. SDG preparedness audits have produced valuable information that is not necessarily available from other national processes linked with SDG follow-up and review. As such, audit recommendations can be a powerful tool to help governments improve SDG implementation. The paper reflects on the impact that SDG audits have made, and on the challenges…

Economic Analysis and Policy

This article evaluates and compares the forecasting performance of three international organizations: the United Nations, the International Monetary Fund and the World Bank. The annual forecasts made by the United Nations in the period of 1981-2011 are found to be fairly robust, in terms of bias and efficiency. In comparison, the forecasting performance of the United Nations is found to be marginally better than the other two organizations during the period of 2000-2012. However, the forecasts of all these organizations missed the Great Recession of 2009 by a large margin.

Economic Analysis and Policy

There are two major failings in policy interventions in the crisis in the US and Europe: the reluctance to remove the debt overhang through timely, orderly and comprehensive restructuring and the shift to fiscal austerity after an initial reflation. These have resulted in excessive reliance on monetary means with central banks entering uncharted policy waters, including zero-bound interest rates and the acquisition of long-term public and private bonds. This ultra-easy monetary policy has not been very effective in reducing the debt overhang and stimulating spending. It has, however, generated financial fragility, at home and abroad, particularly in the case of the US as the issuer of…

Economic Analysis and Policy

This paper argues that SDRs should become a more relevant instrument of international monetary cooperation. This requires transforming them into a pure reserve asset and the IMF into a fully SDR-funded institution. SDRs would then be issued counter-cyclically and treated as deposits of countries in the IMF, which can in turn lend to countries. This approach would correct basic deficiencies of the current global monetary system. Complementary reforms include a substitution account for an orderly and smooth transition from major reserve currencies to SDRs, and the issuance of SDR-denominated bonds as an alternative to other major short-term assets.

Economic Analysis and Policy

Recent calls for more intense debate on and reforms to the international monetary system imply that the current system is unable to respond appropriately and adequately to challenges that have appeared, or become more acute, in recent years. This paper focuses on four such challenges: ensuring an orderly exit from global imbalances, facilitating more complementary adjustments between surplus and deficit countries without recessionary impacts, better supporting international trade by reducing currency volatility and better providing development and climate finance. After describing them, it proposes reforms to enable the international monetary system to better respond to these challenges…