Publication: What Does "Entrepreneurship" Data Really Show? A Comparison of the Global Entrepreneurship Monitor and World Bank Group Datasets
Loading...
Published
2008-07
ISSN
Date
2012-06-01
Author(s)
Editor(s)
Abstract
This paper compares two datasets designed to measure entrepreneurship. The Global Entrepreneurship Monitor dataset captures early-stage entrepreneurial activity; the World Bank Group Entrepreneurship Survey dataset captures formal business registration. There are a number of important differences when the data are compared. First, GEM data tend to report significantly greater levels of early-stage entrepreneurship in developing economies than do the World Bank data. The World Bank data tend to be greater than GEM data for developed countries. Second, the magnitude of the difference between the datasets across countries is related to the local institutional and environmental conditions for entrepreneurs, after controlling for levels of economic development. A possible explanation for this is that the World Bank data measure rates of entry in the formal economy, whereas GEM data are reflective of entrepreneurial intent and capture informality of entrepreneurship. This is particularly true for developing countries. Therefore, this discrepancy can be interpreted as the spread between individuals who could potentially operate businesses in the formal sector - and those that actually do so: In other words, GEM data may represent the potential supply of entrepreneurs, whereas the World Bank data may represent the actual rate of entrepreneurship. The findings suggest that entrepreneurs in developed countries have greater ease and incentives to incorporate, both for the benefits of greater access to formal financing and labor contracts, as well as for tax and other purposes not directly related to business activities.
Link to Data Set
Citation
“Acs, Zoltan J.; Desai, Sameeksha; Klapper, Leora F.. 2008. What Does "Entrepreneurship" Data Really Show? A Comparison of the Global Entrepreneurship Monitor and World Bank Group Datasets. Policy Research Working Paper No. 4667. © World Bank. http://hdl.handle.net/10986/6844 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication Global Poverty Revisited Using 2021 PPPs and New Data on Consumption(Washington, DC: World Bank, 2025-06-05)Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.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 Gender Gaps in the Performance of Small Firms: Evidence from Urban Peru(Washington, DC: World Bank, 2025-09-23)This paper estimates the gender gap in the performance of firms in Peru using representative data on both formal and informal firms. On average, informal female-led firms have lower sales, labor productivity, and profits compared to their male-led counterparts, with differences more pronounced when controlling for observable determinants of firm performance. However, gender gaps are only significant at the bottom of the performance distribution of informal firms, and these gaps disappear at the top of the distribution of informal firms and for formal firms. Possible explanations for the performance gaps at the bottom of the distribution include the higher likelihood of small, female-led firms being home-based, which is linked to lower profits, and their concentration in less profitable sectors. The paper provides suggestive evidence that household responsibilities play a key role in explaining the gender gap in firm performance among informal firms. Therefore, policies that promote access to care services or foster a more equal distribution of household activities may reduce gender productivity gaps and allow for a more efficient allocation of resources.Publication The Exposure of Workers to Artificial Intelligence in Low- and Middle-Income Countries(Washington, DC: World Bank, 2025-02-05)Research on the labor market implications of artificial intelligence has focused principally on high-income countries. This paper analyzes this issue using microdata from a large set of low- and middle-income countries, applying a measure of potential artificial intelligence occupational exposure to a harmonized set of labor force surveys for 25 countries, covering a population of 3.5 billion people. The approach advances work by using harmonized microdata at the level of individual workers, which allows for a multivariate analysis of factors associated with exposure. Additionally, unlike earlier papers, the paper uses highly detailed (4 digit) occupation codes, which provide a more reliable mapping of artificial intelligence exposure to occupation. Results within countries, show that artificial intelligence exposure is higher for women, urban workers, and those with higher education. Exposure decreases by country income level, with high exposure for just 12 percent of workers in low-income countries and 15 percent of workers in lower-middle-income countries. Furthermore, lack of access to electricity limits effective exposure in low-income countries. These results suggest that for developing countries, and in particular low-income countries, the labor market impacts of artificial intelligence will be more limited than in high-income countries. While greater exposure to artificial intelligence indicates larger potential for future changes in certain occupations, it does not equate to job loss, as it could result in augmentation of worker productivity, automation of some tasks, or both.Publication Geopolitical Risks and Trade(Washington, DC: World Bank, 2025-09-23)This paper studies the impact of geopolitical risks on international trade, using the Geopolitical Risk (GPR) index of Caldara and Iacoviello (2022) and an empirical gravity model. The impact of spikes in geopolitical risk on trade is negative, strong, and heterogeneous across sectors. The findings show that increases in geopolitical risk reduce trade by about 30 to 40 percent. These effects are equivalent to an increase of global tariffs of up to 14 percent. Services trade is most vulnerable to geopolitical risks, followed by agriculture, and the impact on manufacturing trade is moderate. These negative effects are partially mitigated by cultural and geographic proximity, as well as by the presence of trade agreements.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Drivers of Entrepreneurship and Post-entry Performance of Newborn Firms in Developing Countries(World Bank Group, Washington, DC, 2014-10)The aim of this paper is to provide an updated survey of the "state of the art" in entrepreneurial studies with a particular focus on developing countries (DCs). In particular, the concept of "entrepreneurship" is critically discussed, followed by a discussion of the institutional, macroeconomic, and microeconomic conditions that affect the entry of new firms and the post-entry performance of newborn firms. The reviewed literature bears some policy implications for the support of the creation new firms, such as the targeting of policy measures to prospective entrepreneurs who possess high education levels, long previous job experience, and innovative skills. Specifically, for DCs, tailored subsidies and support should be coupled with framework and infrastructural policies that are able to improve the business environment such that new ventures can start and grow.Publication Entrepreneurship Education and Training : Insights from Ghana, Kenya, and Mozambique(Washington, DC: World Bank, 2014-06-17)This report summarizes the key themes and findings from three in-depth case studies of EET programs in Ghana, Kenya, and Mozambique. Each case study produced rich information on the programs context, the landscape of programs in each country, and the qualitative insights from local EET stakeholders. This report synthesizes information from across the case studies to analyze the extent to which these countries programs are meeting the needs of local entrepreneurs. It also introduces findings from global EET research to show how programs in the case-study countries relate to what is known about global practice in EET. From this synthesis, the report presents a set of key findings intended to illuminate how EET programs can be better aligned with local needs and promising EET practices globally.Publication The Rural Investment Climate : Analysis and Findings(Washington, DC, 2008)Interest in investment climates has emerged relatively recently. In the 1960s and 1970s, governments in many countries believed they should play a direct role in rural credit, input supply, production, trade, transport, distribution, and even marketing. However, in the 1980s and 1990s, government-dominated systems fell into disgrace because of poor performance. For the rural sector, the primary focus had traditionally been on agriculture, particularly commercial agriculture and agribusiness, which were perceived to be the main drivers of rural growth. This study's essential findings and policy implications are organized into the following six chapters. Annexes provide supporting material. Chapter two presents an overview of related work and of the literature; it also describes the subsequent chapters' methodological framework, including new ways of addressing questions of endogeneity in these kinds of surveys while seeking to isolate cause and effect. Chapter three, by applying econometric analysis, measurably extends the examination of enterprise performance and investment climate constraints initiated in RIC1 (first rural investment climate). A rigorous examination of enterprise dynamics and entrepreneurial choice is developed in chapter four. Aiming to highlight the differing effects on Rural Nonfarm Enterprises (RNFEs), chapter five draws together the main implications RIC2 findings on the rural investment climate in the three country pilots. Community-level influences also matter, and chapter six examines how the local IC and other community characteristics shape the environment for economic activity. Conclusions and recommendations appear in chapter seven, including suggestions for using RIC results for policy reform and for targeting the rural public expenditures needed to foster improvements in the rural investment climate. The annexes describe the databases employed and the methodologies used in the study, as well providing detailed regression results.Publication Fostering Entrepreneurship in Azerbaijan(Washington, DC: World Bank, 2013-09-04)A dynamic and vibrant private sector is crucial to economic growth, with firms making new investments, creating jobs, improving productivity, and promoting growth. Entrepreneurial activity is pivotal to the continued dynamism of the private sector, as the generation of new businesses fosters competition and economic growth. This is particularly relevant for Azerbaijan, whose government faces a central challenge to create conditions that will facilitate growth in nonoil tradable sectors. The core objectives of Azerbaijan's development strategy are to diversify the economy away from the oil sector and sustain high employment and growth. Encouraging high-growth entrepreneurship can help Azerbaijan achieve these goals as it moves toward new opportunities in value added and tradable sectors. This study shows that high-growth entrepreneurialism is low in Azerbaijan and that innovative activity among firms is very low. Several factors hinder business growth and entrepreneurship: lack of competition, especially among smaller firms; financial systems that are not conducive to business development. Companies cite high interest rates and risk-averse lending policies as substantial hindrances to expansion. In addition, risk capital is in short supply; and lack of industry-relevant skills. The government could play an important role by removing bottlenecks that impede entrepreneurialism in the general business environment as well as by designing new financial policy instruments that foster entrepreneurship and innovation. In doing so, the government needs to exercise care that the design and management of these instruments prevent capture or corruption and promote efficiency. Lack of competition is an issue in Azerbaijan, particularly for Small and Medium Enterprises (SMEs), which face uneven treatment within the enterprise sector.Publication Doing Business in India 2009(World Bank, Washington, DC, 2009)Doing business in India 2009 is the first country specific subnational report of the doing business series that measures business regulations and their enforcement across India. Doing business in India 2009 covers 10 out of the 12 previously measured cities, and documents their progress. It adds 7 new locations, expanding the study to 17 locations. Comparisons with the rest of the world are based on the indicators in doing business 2009. The indicators in doing business in India 2009 are also comparable with the data in other subnational and regional doing business reports. The indicators are used to analyze economic outcomes and identify what reforms have worked, where, and why. Other areas that significantly affect business, such as a country's proximity to markets, the quality of infrastructure services (other than services related to the trading across borders indicator), the security of property from theft and looting, the transparency of government procurement, macroeconomic conditions, or the underlying strength of institutions, are not directly studied by doing business.
Users also downloaded
Showing related downloaded files
Publication Business Ready 2024(Washington, DC: World Bank, 2024-10-03)Business Ready (B-READY) is a new World Bank Group corporate flagship report that evaluates the business and investment climate worldwide. It replaces and improves upon the Doing Business project. B-READY provides a comprehensive data set and description of the factors that strengthen the private sector, not only by advancing the interests of individual firms but also by elevating the interests of workers, consumers, potential new enterprises, and the natural environment. This 2024 report introduces a new analytical framework that benchmarks economies based on three pillars: Regulatory Framework, Public Services, and Operational Efficiency. The analysis centers on 10 topics essential for private sector development that correspond to various stages of the life cycle of a firm. The report also offers insights into three cross-cutting themes that are relevant for modern economies: digital adoption, environmental sustainability, and gender. B-READY draws on a robust data collection process that includes specially tailored expert questionnaires and firm-level surveys. The 2024 report, which covers 50 economies, serves as the first in a series that will expand in geographical coverage and refine its methodology over time, supporting reform advocacy, policy guidance, and further analysis and research.Publication Classroom Assessment to Support Foundational Literacy(Washington, DC: World Bank, 2025-03-21)This document focuses primarily on how classroom assessment activities can measure students’ literacy skills as they progress along a learning trajectory towards reading fluently and with comprehension by the end of primary school grades. The document addresses considerations regarding the design and implementation of early grade reading classroom assessment, provides examples of assessment activities from a variety of countries and contexts, and discusses the importance of incorporating classroom assessment practices into teacher training and professional development opportunities for teachers. The structure of the document is as follows. The first section presents definitions and addresses basic questions on classroom assessment. Section 2 covers the intersection between assessment and early grade reading by discussing how learning assessment can measure early grade reading skills following the reading learning trajectory. Section 3 compares some of the most common early grade literacy assessment tools with respect to the early grade reading skills and developmental phases. Section 4 of the document addresses teacher training considerations in developing, scoring, and using early grade reading assessment. Additional issues in assessing reading skills in the classroom and using assessment results to improve teaching and learning are reviewed in section 5. Throughout the document, country cases are presented to demonstrate how assessment activities can be implemented in the classroom in different contexts.Publication Global Economic Prospects, June 2025(Washington, DC: World Bank, 2025-06-10)The global economy is facing another substantial headwind, emanating largely from an increase in trade tensions and heightened global policy uncertainty. For emerging market and developing economies (EMDEs), the ability to boost job creation and reduce extreme poverty has declined. Key downside risks include a further escalation of trade barriers and continued policy uncertainty. These challenges are exacerbated by subdued foreign direct investment into EMDEs. Global cooperation is needed to restore a more stable international trade environment and scale up support for vulnerable countries grappling with conflict, debt burdens, and climate change. Domestic policy action is also critical to contain inflation risks and strengthen fiscal resilience. To accelerate job creation and long-term growth, structural reforms must focus on raising institutional quality, attracting private investment, and strengthening human capital and labor markets. Countries in fragile and conflict situations face daunting development challenges that will require tailored domestic policy reforms and well-coordinated multilateral support.Publication G5 Sahel Region Country Climate and Development Report(Washington, DC: World Bank, 2022-07-01)The five countries of Burkina Faso, Chad, Mali, Mauritania, and Niger (the G5) in the Sahel region of Africa are among the least developed countries in the world. The now regular and growing climate shocks are causing large losses in outputs, reducing human capital accumulation, and leading to potentially devastating ecological and economic tipping points in the region. This World Bank country climate development report (CCDR) has examined the most critical actions and policy changes needed to accelerate the region's economic recovery, sustainable and inclusive development, and adaptation to the impacts of climate change. This report has three main messages. First, the opportunities for a resilient and lower-carbon development of the G5 countries are significant. They can reverse environmental degradation and maximize the benefits of climate action for the poor. Second, rapid, resilient, and inclusive growth is both the best form of adaptation to climate change and the best strategy for meeting development goals in an effective, sustainable, and productive manner. Third, the costs of inaction are far greater than the costs of action. Early and targeted action on policies and programs presented in this report can move the G5 Sahel countries towards a greener, more resilient, prosperous, and inclusive future.Publication Europe and Central Asia Economic Update, Fall 2024: Better Education for Stronger Growth(Washington, DC: World Bank, 2024-10-17)Economic growth in Europe and Central Asia (ECA) is likely to moderate from 3.5 percent in 2023 to 3.3 percent this year. This is significantly weaker than the 4.1 percent average growth in 2000-19. Growth this year is driven by expansionary fiscal policies and strong private consumption. External demand is less favorable because of weak economic expansion in major trading partners, like the European Union. Growth is likely to slow further in 2025, mostly because of the easing of expansion in the Russian Federation and Turkiye. This Europe and Central Asia Economic Update calls for a major overhaul of education systems across the region, particularly higher education, to unleash the talent needed to reinvigorate growth and boost convergence with high-income countries. Universities in the region suffer from poor management, outdated curricula, and inadequate funding and infrastructure. A mismatch between graduates' skills and the skills employers are seeking leads to wasted potential and contributes to the region's brain drain. Reversing the decline in the quality of education will require prioritizing improvements in teacher training, updated curricula, and investment in educational infrastructure. In higher education, reforms are needed to consolidate university systems, integrate them with research centers, and provide reskilling opportunities for adult workers.