Publication: From Theory to Practice: Open Government Data, Accountability, and Service Delivery
Loading...
Files in English
1,459 downloads
Published
2019-06
ISSN
Date
2019-06-06
Author(s)
Editor(s)
Abstract
Open data and open government data have recently attracted much attention as a means to innovate, add value, and improve outcomes in a variety of sectors, public and private. Although some of the benefits of open data initiatives have been assessed in the past, particularly their economic and financial returns, it is often more difficult to evaluate their social and political impacts. In the public sector, a murky theory of change has emerged that links the use of open government data with greater government accountability as well as improved service delivery in key sectors, including health and education, among others. In the absence of cross-country empirical research on this topic, this paper asks the following: Based on the evidence available, to what extent and for what reasons is the use of open government data associated with higher levels of accountability and improved service delivery in developing countries? To answer this question, the paper constructs a unique data set that operationalizes open government data, government accountability, service delivery, as well as other intervening and control variables. Relying on data from 25 countries in Sub-Saharan Africa, the paper finds a number of significant associations between open government data, accountability, and service delivery. However, the findings suggest differentiated effects of open government data across the health and education sectors, as well as with respect to service provision and service delivery outcomes. Although this early research has limitations and does not attempt to establish a purely causal relationship between the variables, it provides initial empirical support for claims about the efficacy of open government data for improving accountability and service delivery.
Link to Data Set
Citation
“Jelenic, Michael Christopher. 2019. From Theory to Practice: Open Government Data, Accountability, and Service Delivery. Policy Research Working Paper;No. 8873. © World Bank. http://hdl.handle.net/10986/31800 License: CC BY 3.0 IGO.”
Digital Object Identifier
Associated URLs
Associated content
Other publications in this report series
Publication The Economic Value of Weather Forecasts: A Quantitative Systematic Literature Review(Washington, DC: World Bank, 2025-09-10)This study systematically reviews the literature that quantifies the economic benefits of weather observations and forecasts in four weather-dependent economic sectors: agriculture, energy, transport, and disaster-risk management. The review covers 175 peer-reviewed journal articles and 15 policy reports. Findings show that the literature is concentrated in high-income countries and most studies use theoretical models, followed by observational and then experimental research designs. Forecast horizons studied, meteorological variables and services, and monetization techniques vary markedly by sector. Estimated benefits even within specific subsectors span several orders of magnitude and broad uncertainty ranges. An econometric meta-analysis suggests that theoretical studies and studies in richer countries tend to report significantly larger values. Barriers that hinder value realization are identified on both the provider and user sides, with inadequate relevance, weak dissemination, and limited ability to act recurring across sectors. Policy reports rely heavily on back-of-the-envelope or recursive benefit-transfer estimates, rather than on the methods and results of the peer-reviewed literature, revealing a science-to-policy gap. These findings suggest substantial socioeconomic potential of hydrometeorological services around the world, but also knowledge gaps that require more valuation studies focusing on low- and middle-income countries, addressing provider- and user-side barriers and employing rigorous empirical valuation methods to complement and validate theoretical models.Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.Publication Labor Demand in the Age of Generative AI: Early Evidence from the U.S. Job Posting Data(Washington, DC: World Bank, 2025-11-18)This paper examines the causal impact of generative artificial intelligence on U.S. labor demand using online job posting data. Exploiting ChatGPT’s release in November 2022 as an exogenous shock, the paper applies difference-in-differences and event study designs to estimate the job displacement effects of generative artificial intelligence. The identification strategy compares labor demand for occupations with high versus low artificial intelligence substitution vulnerability following ChatGPT’s launch, conditioning on similar generative artificial intelligence exposure levels to isolate substitution effects from complementary uses. The analysis uses 285 million job postings collected by Lightcast from the first quarter of 2018 to the second quarter of 2025Q2. The findings show that the number of postings for occupations with above-median artificial intelligence substitution scores fell by an average of 12 percent relative to those with below-median scores. The effect increased from 6 percent in the first year after the launch to 18 percent by the third year. Losses were particularly acute for entry-level positions that require neither advanced degrees (18 percent) nor extensive experience (20 percent), as well as those in administrative support (40 percent) and professional services (30 percent). Although generative artificial intelligence generates new occupations and enhances productivity, which may increase labor demand, early evidence suggests that some occupations may be less likely to be complemented by generative artificial intelligence than others.Publication The Lasting Effects of Working while in School(Washington, DC: World Bank, 2025-08-18)This paper provides the first experimental evidence on the long-term effects of work-study programs, leveraging a randomized lottery design from a national program in Uruguay. Participation leads to a persistent 11 percent increase in formal labor earnings, observable seven years after the program. Effects are stronger for youth who participate during pivotal educational transitions and are larger for vulnerable youth and men, while remaining positive for women and non-vulnerable youth. The program is highly cost-effective, with average impacts exceeding those of job training programs and comparable to early childhood investments.Publication It’s Not (Just) the Tariffs: Rethinking Non-Tariff Measures in a Fragmented Global Economy(Washington, DC: World Bank, 2025-10-22)As tariffs have declined, non-tariff measures (NTMs) have become central to trade policy, especially in high-income countries and regulated sectors like food and green technologies. Although NTMs may serve legitimate goals, they could also sort countries and firms into or out of markets based on compliance capacity and differences in product mix. Documenting recent advances in the estimation of ad valorem equivalents (AVEs), this paper uncovers new patterns of use and exposure of NTMs. High-income countries rely more heavily on NTMs relative to tariffs, while low- and middle-income countries face steeper AVEs on their exports. Firm-level evidence shows that NTMs disproportionately affect smaller firms, leading to market exit and concentration. Poorly designed NTMs can harm productivity and welfare, while coordinated, capacity-aware use can deliver inclusive outcomes. Policy design, transparency, and diagnostics must evolve to reflect the growing role—and risks—of NTMs in a fragmented global trade landscape.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Fiscal Sustainability in Theory and Practice : A Handbook(Washington, DC: World Bank, 2005)The handbook is organized around three themes: (i) basic theory and tools for everyday use, (ii) the effects of business cycles on public finance and the role of fiscal rules, and (iii) crises and their impact on fiscal sustainability. The first theme is central to the book's purpose of bringing the basic theoretical literature together, along with a set of examples used to illustrate particular methods of analysis. The second and third themes develop the topic of fiscal sustainability further, by extending it to topics at the forefront of policy debates in the recent past.Publication Subnational Capital Markets in Developing Countries : From Theory to Practice(Washington, DC: World Bank and Oxford University Press, 2004)In developing countries the twin tasks of building more dispersed and democratic governments and opening economies to freer markets and greater private ownership have been attempted in tandem-and have proved a difficult undertaking. A reduction in barriers to the movement of capital and goods has been a nearly universal objective. However, implementation of the required reforms has meant tough competition for domestic industries and increasing constraints on the fiscal and monetary policies of national governments. In the face of economic slowdowns and unstable financial markets, many emerging and developing economies have found privatization and the opening up of their economies to be painful and unpopular. The steep price and uncertain benefits of joining global markets have their critics. Subnational governments, for their part, are being required to do more things, to do them more efficiently, and to be more self-reliant in raising resources. At the same time devolution and hard-pressed budgets have constrained the ability of central governments to provide for the needs of subnational governments. After years of neglect and with expectations rising, the needs for infrastructure are particularly daunting. The enormous funding requirements cannot be met either practically or equitably without long-term investment. International lending and grant-giving institutions, another traditional source of funds, are also limited in their resources and restricted by rules and customary practice to dealing only through sovereign governments.Publication At the Frontier of Practical Political Economy : Operationalizing an Agent-Based Stakeholder Model in the World Bank's East Asia and Pacific Region(World Bank, Washington, DC, 2010-01)Reform programs sometimes falter because they are politically infeasible. Policy change inevitably creates winners and losers, so those with vested interests strike bargains to determine how far and how quickly reform should advance. Understanding these micro political dynamics of reform can mean the difference between a successful intervention that gains political traction and a well-intentioned gambit that falls short of achieving its developmental objectives. Donors like the World Bank have been searching for ways to take these political factors more fully into account as they design programs to support country reforms. This initiative sought to introduce a rigorous and operationally usable political analysis tool that could be systematically integrated into the World Bank's country programming cycle. The East Asia and Pacific region carried out a multi-country pilot of the Agent-Based Stakeholder Model. This innovative analytical approach entails a quantitative simulation of the complex bargaining dynamics surrounding reform. The model anticipates stakeholder coalition formation and gauges the political feasibility of alternative proposed interventions. This paper provides a review of the Agent-Based Stakeholder Model pilot experience, exploring what sets this model apart from more traditional approaches, how it works, and how it fits into the Bank's operational cycle at various stages. An overview of the Mongolia, Philippines, and Timor-Leste country cases is followed by an examination of policy-related insights and lessons learned. Finally, the paper builds on this East Asian pilot experience, offering ideas on a potential way forward for organizations like the World Bank to deepen and extend their political analysis capabilities. The paper argues that the Agent-Based Stakeholder Model, utilized thoughtfully, offers a powerful addition to the practical political economy toolkit.Publication Subnational Data Requirements for Fiscal Decentralization : Case Studies from Central Eastern Europe(Washington, DC: World Bank, 2003)Poverty is an outcome of interaction between economic, social, and political forces. The World Bank has emphasized poverty reduction in its programs and operational activities. With the launching of initiatives such as the poverty reduction strategy papers and the Comprehensive Development Framework, it has made considerable progress in integrating antipoverty programs into other lending operations. As mentioned in the World Development Report 2000/2001, Attacking Poverty (World Bank 2001b), poverty has many dimensions. It is not defined only by income, but also has political and sectoral (access to services) dimensions. Today, in most countries subnational governments are responsible for the delivery of services that affect these dimensions of poverty. Because subnational governments control increasingly higher shares of total public resources, their competence in designing public policies and delivering public services becomes crucial in influencing the level of poverty. Indeed, the literature on fiscal decentralization presents evidence that local services, especially health and education, are highly correlated with the incidence of poverty (Bird and Rodriguez 1999). In this context, the need for subnational demographic, social, economic, and fiscal data is becoming more evident at a time when subnational governments are involved in national and global objectives of poverty reduction. Statistical capacity building at the subnational level aims to help statistical offices and subnational governments produce the basic microdata necessary not only for monitoring progress in poverty reduction, but also for ex ante policy formulation by subnational governments.Publication The Dynamics of Centralized Procurement Reform in a Decentralized State : Evidence and Lessons from Indonesia(World Bank Group, Washington, DC, 2014-07)A central policy of the Government of Indonesia's strategy for enhancing its country's economic and social development is to develop infrastructure and expand service delivery. Public procurement reform is a key component of this policy. Despite the decentralization of financial responsibility and authority to relatively autonomous local level governments, procurement reform in Indonesia is a centrally-driven effort. In this paper, we examine the extent to which procurement reform is translating into improvements in sub-national performance. Data on local government procurement expenditures point to an overall decline in the volume of procurement, especially in poorer districts. This paper uses qualitative case studies of procurement reform in six local governments and finds that local government leadership is associated with the uptake of reform. There is little evidence to suggest that procurement reform has been "demand''-led, since neither the private sector nor Civil Society Organizations (CSOs) have been active in advocating for procurement reform.
Users also downloaded
Showing related downloaded files
Publication Evolution of the World Bank’s Thinking on Governance(World Bank, Washington, DC, 2016-01)The preparation work for the 2017 World Development Report on Governance and the Law in 2016 will coincide with the 25th anniversary of the World Bank’s decision to broaden its ongoing work on public sector management to embrace key issues of governance in the Bank’s borrowing countries. This paper provides a broad overview of the major Bank reports on governance that went through a review process at a sufficiently high level in the institution that they can reasonably be described as reflecting the Bank’s considered views at the time on the subject. The objective is to review the evolution of the Bank’s thinking on governance and assess the relevance and effectiveness of the work and its implications for the forthcoming World Development Report. Section two of this paper begins with a brief account of how the Bank came to focus on issues of governance, reviewing the major upheaval of governance in many of the Bank’s borrowing countries in the 1980s, the legal constraints the Articles of Agreement impose on the Bank’s work on governance, and a brief overview of the Bank’s initial policy statement on governance issued to the Bank’s Board in June 1991. Section three reviews major Bank work on governance as reflected in successive World Development Reports and examines the Bank’s analysis of the issue of corruption, reviewing how the Bank’s thinking on this symptom of poor governance has evolved. Section four steps back to assess what the Bank got right and some of the issues it missed or failed to address adequately. Section five draws attention to the dramatic changes experienced by the developing world in these past 25 years, and points to the need to better understand the implications of these changes for the governance context facing developing countries.Publication Statistical Performance Indicators and Index(World Bank, Washington, DC, 2021-03)The World Bank’s Statistical Capacity Index has been widely employed to measure country statistical capacity since its inception two decades ago. This paper builds on the existing advantages of the Statistical Capacity Index, conceptually and empirically, to offer new statistical performance indicators and the Statistical Performance Index, which can better measure a country’s statistical performance. The new index has clearer conceptual motivations, employs a stronger mathematical foundation, and significantly expands the number of indicators and countries covered. The paper further provides empirical evidence that illustrates the strong correlation of the new index with other commonly used development indicators of human capital, governance, poverty, and inequality. The framework can accommodate future directions to improve the index as the global data landscape evolvesPublication Economic Governance Improvements and Sovereign Financing Costs in Developing Countries(World Bank, Washington, DC, 2021-05)Low- and middle-income country governments are increasingly tapping the global debt capital markets. This is increasing the amount of finance available for development, but at a considerably higher cost than traditional external borrowing on concessional terms. Using a novel methodology based on estimating sovereign credit ratings using the Moody’s scorecard, and examining the associations between these ratings and the World Bank’s Country Policy and Institutional Assessment scores, this paper examines how making improvements in the quality of economic policies and institutions can help lower governments’ financing costs. This method aims to overcome the small-sample problem due to the number of rated developing country sovereigns still being relatively limited (although growing). Better economic governance Country Policy and Institutional Assessment scores are associated with better estimated ratings and materially lower financing costs; on average, improvements that are sufficient to increase the Country Policy and Institutional Assessment economic governance indicator score by one point are associated with interest costs that are lower by about 40 basis points, even setting aside the direct impact on ratings of better governance indicators. There are many reasons why improving governance is a good thing. Among them is the potential payoff to the public purse — savings of $40 million or more on a standard $1 billion, 10-year bond.Publication Governance in Sub-Saharan Africa in the 21st Century(Washington, DC: World Bank, 2024-03-04)What can be learned from the governance trajectory of African countries since the beginning of the 21st century What is the quality of governance on the African continent and how does it shape development The first decade of the millennium saw promising growth and poverty reduction in much of the continent. Yet, Sub-Saharan Africa has also been the stage of a stream of governance reform failures and policy reversals, and many countries continue to suffer from the consequences of poor governance. This paper explores the dynamics of governance reform on the continent over the past two decades and points to four key trends. First, effective state institutions, capable of maintaining peace, fostering growth, and delivering services, have developed unevenly. Second, progress has been made on enhancing the inclusiveness and accountability of institutions, but it remains constrained by the weakness of checks and balances and the persistence of patterns of centralized and exclusive power arrangements. Third, civic capacity has risen considerably, but the inability of institutions to respond to social expectations and political mobilization threatens to turn liberal civic engagement into distrust, populism, and radicalization. Fourth, the combination of these three trends contributes to the rise of political instability, which constitutes a major threat for the continent.Publication Data Transparency and Growth in Developing Economies during and after the Global Financial Crisis(World Bank, Washington, DC, 2020-12)The study explores the effects of data transparency on economic growth for developing economies over a unique time period—at the onset of the 2007–2009 global financial crisis and thereafter. Data transparency is defined as the timely production of credible statistics as measured by the Statistical Capacity Indicator. The paper finds that data transparency has a positive effect on real gross domestic product per capita during a period of considerable uncertainty. The estimates indicate an elasticity of the magnitude of 0.03 percent per year, which is much larger than the elasticity of trade openness and schooling in the estimation sample. The empirics employ a variety of econometric estimators, including dynamic panel and cross-sectional instrumental variables estimators, with the latter approach yielding a higher estimated elasticity. The findings are robust to the inclusion of several factors in addition to political institutions and exogenous commodity-price and external debt-financing shocks.