Publication: Casting a Shadow: Productivity of Formal Firms and Informality
Loading...
Files in English
600 downloads
Published
2019-07
ISSN
Date
2019-07-29
Author(s)
Editor(s)
Abstract
Using firm-level survey data for a large cross section of countries, the paper assesses the gap in labor productivity between formal and informal firms in developing countries for which comparable data are available. It also investigates the impact of competition from informal firms on the labor productivity of formal firms. The results show that on average, the labor productivity of informal firms is about one-fourth that of formal firms. Moreover, the labor productivity of formal firms that face competition from informal firms is about 75 percent of the average labor productivity of formal firms that do not experience informal competition. This suggests that competition from the informal sector can erode formal firms' market share and the resources available to boost productivity where formal firms shoulder the additional cost of regulatory compliance. These findings are robust to a range of firm and country characteristics as well as checks for endogeneity concerns.
Link to Data Set
Citation
“Amin, Mohammad; Ohnsorge, Franziska L.; Okou, Cedric. 2019. Casting a Shadow: Productivity of Formal Firms and Informality. Policy Research Working Paper;No. 8945. © World Bank. http://hdl.handle.net/10986/32129 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 Direct and Indirect Impacts of Transport Mobility on Access to Jobs: Evidence from South Africa(Washington, DC: World Bank, 2025-11-12)Access to jobs is essential for economic growth. In Africa, unemployment rates are notably high. This paper reexamines the relationship between transport mobility and labor market outcomes, with a particular focus on the direct and indirect effects of transport connectivity. As predicted by theory, wages are influenced by the level of commuting deterrence. Generally, higher earnings are associated with longer commute times and/or higher commuting costs. Local accessibility is also important, especially for individuals with time constraints. Both direct and indirect impacts are found to be significant in South Africa, where job accessibility has been challenging since the end of apartheid. For the direct impact, the wage elasticity associated with commuting costs is significant. Returns on commute are particularly high for women. Local accessibility to socioeconomic facilities, such as shops and health services, is also found to have a significant impact, consistent with the concept of mobility of care. To enhance employment, therefore, it is crucial to connect people not only to job locations but also to various socioeconomic points of interest, such as markets and hospitals, in an integrated manner. This integration will enable individuals to spend more time working and commuting longer distances.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 From Policy to Practice: Lessons from the Implementation of the Refugee Work Rights Policy in Ethiopia(Washington, DC: World Bank, 2025-11-10)This paper examines the early implementation of Ethiopia’s refugee work rights policy, with a focus on the issuance of permits that enable refugees to engage in economic activities. Building on significant legal and institutional advances under the 2019 Refugee Proclamation and subsequent directives, the analysis explores how these reforms are being operationalized in practice. Using a mixed-methods approach, combining document review, administrative data analysis, and semi-structured interviews, the paper identifies both progress and remaining challenges. Permit issuance has increased since the adoption of detailed operational guidance in 2024, reflecting the Government of Ethiopia’s commitment to operationalizing its progressive legal framework and ensuring that refugees can exercise their right to work. However, take-up remains modest, with about 5.2 percent of the working-age population holding a permit. Preliminary evidence suggests that coordination gaps, limited subnational capacity, low awareness among refugees and employers, and disincentives to formalize in a largely informal labor market are contributing to the low take-up. The paper offers policy suggestions, grounded in the Ethiopian context and emerging evidence, to help translate legal commitments into improved labor market outcomes for refugees.Publication Monitoring Global Aid Flows: A Novel Approach Using Large Language Models(Washington, DC: World Bank, 2025-11-04)Effective monitoring of development aid is the foundation for assessing the alignment of flows with their intended development objectives. Existing reporting systems, such as the Organisation for Economic Co-operation and Development’s Creditor Reporting System, provide standardized classification of aid activities but have limitations when it comes to capturing new areas like climate change, digitalization, and other cross-cutting themes. This paper proposes a bottom-up, unsupervised machine learning framework that leverages textual descriptions of aid projects to generate highly granular activity clusters. Using the 2021 Creditor Reporting System data set of nearly 400,000 records, the model produces 841 clusters, which are then grouped into 80 subsectors. These clusters reveal 36 emerging aid areas not tracked in the current Creditor Reporting System taxonomy, allow unpacking of “multi-sectoral” and “sector not specified” classifications, and enable estimation of flows to new themes, including World Bank Global Challenge Programs, International Development Association–20 Special Themes, and Cross-Cutting Issues. Validation against both Creditor Reporting System benchmarks and International Development Association commitment data demonstrates robustness. This approach illustrates how machine learning and the new advances in large language models can enhance the monitoring of global aid flows and inform future improvements in aid classification and reporting. It offers a useful tool that can support more responsive and evidence-based decision-making, helping to better align resources with evolving development priorities.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication The Gender Labor Productivity Gap across Informal Firms(World Bank, Washington, DC, 2022-04)This study uncovers a gender labor productivity gap among informal firms in 14 developing economies. The results show that labor productivity is approximately 15.2 percent (or 0.165 log point) lower among women-owned than men-owned informal firms. Decomposition techniques reveal several factors that contribute to lower labor productivity of women-owned informal firms relative to men-owned informal firms. These include lower education, lower experience, lower capitalization, and less protection from crime among women owners than men owners of informal firms. However, the smaller size of the women-owned firms and their greater return from producing or selling under contract and from security payments narrows the productivity gap. The results provide several specific and general policy recommendations for improving the labor productivity of women-owned informal firms and closing the gap with male-owned informal firms. For one, a substantial amount of the productivity gap can be closed by providing more resources to women such as education, managerial experience, and physical capital. The study also provides some preliminary results on another important policy objective —the costs and benefits of formalization as perceived by women-owned versus men-owned informal firms.Publication Labor Productivity, Firm-size and Gender(World Bank, Washington, DC, 2011)A commonly held view is that female-owned businesses suffer from many disadvantages compared to male-owned businesses. These disadvantages lead, in turn, to relatively lower levels of efficiency and smaller firm-size among female-owned businesses—the female owned firms under-performance hypothesis. Using data on unregistered firms in Argentina and Peru, the female-owned firms under-performance hypothesis is confirmed. The gender based difference in efficiency and firm-size holds within the full sample and no more than 25 percent to 30 percent of the difference can be explained by variations in firm characteristics. The gender based gap in performance also holds within various sub-samples of firms, although the magnitude of the difference does vary across the sub-samples.Publication Does Competition from Informal Firms Impact R&D by Formal SMEs? Evidence Using Firm-Level Survey Data(World Bank, Washington, DC, 2021-11)The informal sector is an important source of livelihoods and jobs for a vast majority of people in developing countries. However, there is concern that it may undermine growth and development of the formal sector. For instance, the growth literature indicates that research and development activity and innovation are a key driver of long-term growth. How does the competition that formal sector firms face from informal sector firms affect research and development activity by the formal firms The present paper attempts to answer this question using firm-level survey data for small and medium-size enterprises in a large cross-section of mostly developing countries. The results show that higher informal competition leads to greater a likelihood of spending on research and development by formal firms. For the most conservative baseline specification, a one standard deviation increase in informal competition leads to an increase of 5.2 percentage points in the likelihood of spending on research and development by formal firms. This is a large increase given that less than 18 percent of the firms in the sample engage in research and development activity. Further, consistent with the “parasite” view of informality, the positive impact of informal competition on research and development activity is magnified when the business environment is less conducive to operating in the formal sector compared with informal sector due to factors such as higher corruption, weaker rule of law, more burdensome business regulations, and a higher tax rate on profits. As expected, there is no impact of informal competition on research and development activity among large firms. The main findings are robust to several controls, alternative specifications, and endogeneity checks.Publication Competition and Demographics(World Bank, Washington, DC, 2008-02)Mainstream economics views demographic changes in the structure of households as of little relevance for the behavior of firms or the functioning of markets. The present paper dispels this view by arguing that changes in the number of non-workers could affect the intensity with which consumers search for best prices and therefore the level of competition. The author also analyzes the relationship between income and competition, which some studies suggest is negative. The author argues that the negative relationship is most likely due to the demographic factors discussed.Publication The Impact of Ethnic Fractionalization on Labor Productivity(World Bank, Washington, DC, 2023-03-29)Ethnic fractionalization has both positive and negative consequences. It is contended that the positive effects due to skill complementarity in the production process apply to large firms that have more complex and diversified production structures. Because small businesses rely more on public goods and have less access to institutions, the negative effects of lower quality public goods and higher transaction costs have a greater impact on them. Consistent with this viewpoint, it is found that a larger firm size significantly mitigates the negative impact of higher ethnic fractionalization on the level and growth rate of labor productivity in manufacturing firms across 84 developing countries. There is no robust and significant impact of ethnic fractionalization on large firms for the main and most of the other firm size categorizations considered. The results are confirmed by the instrumental variables estimation method, which uses the duration of early human settlement in each country to instrument ethnic fractionalization. Evidence is provided on the potential mechanisms by which ethnic fractionalization affects small versus large firms. The findings have significant policy implications, which are discussed in detail.
Users also downloaded
Showing related downloaded files
Publication Digital Africa(Washington, DC: World Bank, 2023-03-13)All African countries need better and more jobs for their growing populations. "Digital Africa: Technological Transformation for Jobs" shows that broader use of productivity-enhancing, digital technologies by enterprises and households is imperative to generate such jobs, including for lower-skilled people. At the same time, it can support not only countries’ short-term objective of postpandemic economic recovery but also their vision of economic transformation with more inclusive growth. These outcomes are not automatic, however. Mobile internet availability has increased throughout the continent in recent years, but Africa’s uptake gap is the highest in the world. Areas with at least 3G mobile internet service now cover 84 percent of Africa’s population, but only 22 percent uses such services. And the average African business lags in the use of smartphones and computers as well as more sophisticated digital technologies that catalyze further productivity gains. Two issues explain the usage gap: affordability of these new technologies and willingness to use them. For the 40 percent of Africans below the extreme poverty line, mobile data plans alone would cost one-third of their incomes—in addition to the price of access devices, apps, and electricity. Data plans for small- and medium-size businesses are also more expensive than in other regions. Moreover, shortcomings in the quality of internet services—and in the supply of attractive, skills-appropriate apps that promote entrepreneurship and raise earnings—dampen people’s willingness to use them. For those countries already using these technologies, the development payoffs are significant. New empirical studies for this report add to the rapidly growing evidence that mobile internet availability directly raises enterprise productivity, increases jobs, and reduces poverty throughout Africa. To realize these and other benefits more widely, Africa’s countries must implement complementary and mutually reinforcing policies to strengthen both consumers’ ability to pay and willingness to use digital technologies. These interventions must prioritize productive use to generate large numbers of inclusive jobs in a region poised to benefit from a massive, youthful workforce—one projected to become the world’s largest by the end of this century.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 2024(Washington, DC: World Bank, 2024-06-11)After several years of negative shocks, global growth is expected to hold steady in 2024 and then edge up in the next couple of years, in part aided by cautious monetary policy easing as inflation gradually declines. However, economic prospects are envisaged to remain tepid, especially in the most vulnerable countries. Risks to the outlook, while more balanced, are still tilted to the downside, including the possibility of escalating geopolitical tensions, further trade fragmentation, and higher-for-longer interest rates. Natural disasters related to climate change could also hinder activity. Subdued growth prospects across many emerging market and developing economies and continued risks underscore the need for decisive policy action at the global and national levels. Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging market and developing economies, on a semiannual basis (in January and June). Each edition includes analytical pieces on topical policy challenges faced by these economies.Publication Digital Opportunities in African Businesses(Washington, DC: World Bank, 2024-05-16)Adoption of digital technologies is widely acknowledged to boost productivity and employment, stimulate investment, and promote growth and development. Africa has already benefited from a rapid diffusion of information and communications technology, characterized by the widespread adoption of mobile phones. However, access to and use of digital technology among firms is uneven in the region, varying not just among countries but also within them. Consequently, African businesses may not be reaping the full potential benefits offered by ongoing improvements in digital infrastructure. Using rich datasets, “Digital Opportunities in African Businesses” offers a new understanding of the region’s incomplete digitalization—namely, shortfalls in the adoption and effective use of digital technology by firms to perform productive tasks. The research presented here also highlights the challenges in addressing incomplete digitalization, finding that the cost of machinery, equipment, and software, as well as the cost of connectivity to the internet, is significantly more expensive in Africa than elsewhere. “Digital Opportunities in African Businesses” outlines ways in which the private sector, with support from policy makers, international institutions, and regulators, can help bring down these costs, stimulating more widespread digitalization of the region’s firms, thereby boosting productivity and, by extension, economic development. This book will be relevant to anyone with an interest in furthering digitalization across Africa.Publication World Bank East Asia and the Pacific Economic Update, April 2024: Firm Foundations of Growth(Washington, DC: World Bank, 2024-04-01)Most economies in developing East Asia and Pacific (EAP) are growing faster than the rest of the world but slower than before the pandemic. Slowing global growth, still tight financial conditions, and an increase in trade protection and industrial support in large and rich countries are key aspects of the external environment shaping the region’s economic performance. Amplified public and private debt, constrained macroeconomic policy, and increased policy uncertainty are the major domestic issues. EAP’s current macroeconomic challenges risk obscuring the microeconomic foundations of longer-term growth. Over the last decade, EAP’s growth has been driven by investment and capital deepening rather than by increased productivity of firms. Now private investment is weak and productivity declining–further inhibiting the incentive to invest. Firms are the protagonists of productivity growth. Some of the weaker firms in EAP countries are beginning to catch up with stronger firms. But the stronger firms in the region are failing to take full advantage of new technologies: regional leaders risk becoming global laggards. Bold policy action to unleash competition, improve infrastructure and reform education with measured state support could revitalize the region’s economy.