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Total factor productivity is a key element of economic growth and an important performance metric for policy makers. This note describes the methodology for measuring firm-level total factor productivity using the World Bank's Enterprise Surveys cross-country data. It also presents some estimates recovered from the production function. Two versions of the production function are estimated: one Cobb-Douglas, the other a more flexible translog specification. Both estimations are at the two-digit industry level pooling all the Enterprise Surveys data across economies. Evidence is found against using a Cobb-Douglas specification, which is more parsimonious, and in favor of using the flexible translog specification. The resulting firm-level estimates are all published in the Enterprise Surveys database with a unique firm identifier to link to the rest of the Enterprise Surveys data; because the estimates are reliant on new data, they are updated periodically as new Enterprise Surveys data become available. The results show that: (i) median firms operate close to constant returns to scale; (ii) gross-output and value-added production functions provide similar ranking of sectors in terms of output elasticities, capital intensity, and returns to scale; (iii) there is large, firm-level heterogeneity in output elasticities; and (iv) gross-output-based total factor productivity measures are less dispersed than the value-added ones.
Cobb-Douglas --- Economic Growth --- Elasticity Of Output --- Enterprise Survey --- Macroeconomics and Economic Growth --- Total Factor Productivity
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This paper details the results from the first comprehensive survey of private firms across major urban areas in the Syrian Arab Republic-including Aleppo, Homs, Hama, Latakia, and Damascus-since the conflict began in 2011. This builds on the World Bank's Enterprise Survey from 2009 and attempts to survey each of the 508 firms from 2009 again. The survey highlights the major challenges facing firms in Syria today, such as access to electricity, fuel, and water. Yet, loss of workers, managers, and supply chain relationships are also notably severe. Rebuilding the social and human capital of Syria may be even more difficult than the bricks and mortar. The paper also identifies the ways firms have been affected in their prices, sales, supply chains, taxation, and costs as well as how they have adapted in financing and employment. These constraints and impacts are also analyzed at the subnational level and across sectors. Firms in Aleppo stand out for their uniquely difficult challenges and responses that are sometimes at odds with the rest of the country. Finally, the paper analyzes firm exit from 2009 to 2017 and finds that higher productivity firms from 2009 were more likely to survive, except in Aleppo where the reverse holds. The paper hypothesizes that productive firms facing the particularly severe destruction in Aleppo may have made a different calculation compared with productive firms elsewhere: to use their capabilities to leave rather than to use their capabilities to weather the storm.
Access To Finance --- Access To Services --- Business Environment --- Conflict --- Conflict and Development --- Enterprise Survey --- Firm Death --- Migration --- Private Sector Development --- Survival --- Urban Development
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This paper contributes to better understanding firms' discriminatory behavior in the presence of gender-based legal discrimination and its linkages with labor market outcomes for women in a developing country setting. Using data collected through the World Bank Enterprise Surveys in the Democratic Republic of Congo, the paper documents the existence of nonnegligible employer discrimination and limitations in women's autonomy in the presence of a discriminatory environment. Interestingly, these are more pervasive outside the capital city, Kinshasa, which suggests that cultural norms or differences in regulation enforcement may be at play. The paper also finds that firms' discriminatory behavior harms women's labor market outcomes, in their representation among the upper echelons of management and participation in the overall workforce. The negative relationship between restrictions from discriminatory behaviors and female employment is particularly strong in the manufacturing sector.
Africa Gender Policy --- Discrimination --- Employment --- Enterprise Survey --- Female Employment --- Gender --- Gender Bias --- Kinshasa --- Labor Market --- Law and Development --- Poverty Reduction --- Private Sector Development
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This study highlights how COVID-19 has affected small and medium enterprises, drawing on newly released World Bank Enterprise Surveys in 13 countries. The study shows that firms of all sizes are severely affected in multiple dimensions; however, firm size matters for the intensity of the different channels of transmission and firms' responses. Small and medium enterprise sales shrink by more and their cash drains faster than large firms in the same sector and country. Among them, faster growing firms experience the demand shock somewhat less severely, but they are more exposed to international trade disruption, supply, and finance shocks. Yet, a range of firm responses to the downturn seem to be out of reach. Fewer small and medium-size enterprises, for example, start remote work, leaving their workers exposed to health risks. To make it through the pandemic, the majority of smaller firms do not turn to banks for loans; they need grants. Although development finance is not enough to fill the financing gap, development finance institutions are relevant - in investment mobilization, demonstration, and know-how - as economies move toward recovery and rebuilding. Delivering these requires rapid efforts to build partnerships and gather information in places where development finance has been limited in the past.
Business Environment --- Coronavirus --- COVID-19 --- Development Finance --- Enterprise Survey --- Pandemic Impact --- Pandemic Response --- Private Sector Economics --- Recovery --- Small and Medium Size Enterprise
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This paper empirically examines the demand and supply sides of bribery using World Bank Enterprise Survey data on 18,005 firms in 75 developing countries. It assesses the determinants of firms' bribe paying behavior and examine how bribe behavior affects two main sectors where corruption is rampant: taxation and government contracts. The paper shows that corruption in tax administration tends to be mainly a demand-side phenomenon. Paying a bribe requested by a public official is associated with a 16 percent increase in the share firms' sales not reported for tax purposes. In public procurement, the results suggest, on the contrary, that corruption is a supply-side phenomenon, with bribe transactions generally initiated by firms to secure public contracts. Firms supplying a bribe without a previous request by officials is associated with a 17 percent increase in the bribe paid to secure a government contract, more than three times the effect observed on the demand side of bribery.
Bribery --- Business Environment --- Corporate Governance and Corruption --- Corruption --- Enterprise Survey --- Governance --- Law and Development --- Private Sector Development --- Procurement --- Public Sector Development --- Tax Evasion --- Tax Law
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Drawing on a representative survey of firms in 38 countries, eight of which are in Sub-Saharan Africa, this paper documents the impact of COVID-19 and firms' coping strategies in Sub-Saharan Africa, benchmarking with other regions. The paper shows that the impact of the pandemic is more pronounced in Sub-Saharan Africa compared with other regions. This disproportionate impact is not explained by differences in sectoral composition and other firm characteristics, but likely by the level of development. This underscores the important economic and structural contexts that predate the pandemic in understanding the differential impact. Contrary to expectations, the findings show that businesses in Sub-Saharan Africa are more likely to adjust their operations or products and services to adapt to the shock than those in other regions. However, firms in the region lag in leveraging digital technologies, remote working, and e-commerce, compared with those in other regions.
Business Cycles and Stabilization Policies --- Coping Strategy --- Coronavirus --- COVID-19 --- Disease Control and Prevention --- Employment and Unemployment --- Enterprise Survey --- Firms --- Labor Markets --- Macroeconomics and Economic Growth --- Pandemic Impact --- Pandemic Response --- Private Sector Development --- Private Sector Economics --- Social Protections and Labor
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This paper estimates the survival time of nearly 7,000 firms in a dozen high-income and middle-income countries in a scenario of extreme economic distress, using the World Bank's Enterprises Surveys. Under the assumption that firms have no incoming revenues and cover only fixed costs, the median survival time across industries ranges within 8 to 19 weeks, while on average firms have liquidity to survive between 12 and 38 weeks. Schumpeter's theory of creative destruction is not corroborated in the data, as potential exit is not predicated on the size of firms, their age, or their productivity.
Bankruptcy and Resolution of Financial Distress --- Business Cycles and Stabilization Policies --- Creative Destruction --- Economic Conditions and Volatility --- Economic Crisis --- Economic Distress --- Enterprise Survey --- Firm Exit --- Firm Hybernation --- Firm Survival --- Private Sector Economics --- Survival Time
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Does a global value chain framework provide additional insights into the question of whether foreign direct investment is beneficial to host countries? The literature has found mixed results on whether foreign direct investment provides positive spillovers over and above mere financing. But the studies have focused on one country, or studies with an international focus tend to abstract from intersectoral linkages. By examining this question in the context of global value chains, this paper provides a much better understanding of the association as well as general validity. It harmonizes three major panel data sets: 1) the Multi-Regional Input-Output table for international input-output linkages, 2) the FDI Markets reports for greenfield foreign direct investment, and 3) the World Bank Enterprise Surveys for firm performance measures. The paper produces a rich panel data set from 2011 to 2017. The findings show that foreign direct investment has a positive effect on labor productivity in sectors and firms within those sectors. Moreover, global value chain participation plays a key role in shaping the foreign direct investment effects. Sectors with lower global value chain participation benefit more from foreign direct investment: doubling the foreign direct investment in those sectors results in an 8 percent productivity gain. The positive effect seems to be due to the increased competition created by foreign direct investment. Foreign direct investment spillovers also take place through domestic and foreign backward linkages, which means that foreign direct investment also has positive inter-sector and cross-border spillovers.
Enterprise Survey --- FDI --- Firm Performance --- Foreign Direct Investment --- Global Value Chain --- Global Value Chains and Business Clustering --- Globalization and Financial Integration --- Input-Output Linkages --- International Economics and Trade --- Labor Productivity --- Private Sector Development --- Spillovers
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A potential concern with survey-based data on corruption is that respondents may not be fully candid in their responses to sensitive questions. If reticent respondents are less likely to admit to involvement in corrupt acts, and if the proportion of reticent respondents varies across groups of interest, comparisons of reported corruption across those groups can be misleading. This paper implements a variant on random response techniques that allows for identification of reticent respondents in the World Bank's Enterprise Survey for Nigeria fielded in 2008 and 2009. The authors find that 13.1 percent of respondents are highly likely to be reticent, and that these reticent respondents admit to sensitive acts at a significantly lower rate than possibly candid respondents when survey questions are worded in a way that implies personal wrongdoing on the part of the respondent.
Bankruptcy and Resolution of Financial Distress --- Bribe --- Bribes --- Business operations --- Corrupt --- Corrupt acts --- Corruption --- Corruption survey --- Corruption surveys --- E-Business --- Electronic device --- Enterprise survey --- Finance and Financial Sector Development --- Financial support --- Good governance --- Market share --- Private sector --- Private Sector Development --- Public officials --- Public Sector Corruption & Anticorruption Measures --- Public Sector Development --- Radio --- Results --- Social Accountability --- Social Analysis --- Social Development --- Uses --- Web
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The authors investigate the relationship between the productivity of African manufacturing firms and their access to services inputs. They use data from the World Bank Enterprise Survey for over 1,000 firms in 10 Sub-Saharan African countries to calculate the total factor productivity of firms. The Enterprise Surveys also contain unique measures of firms' access to communications, electricity, and financial services. The availability of these measures at the firm level, both as subjective and objective indicators, allows the authors to exploit the variation in services performance at the subnational regional level. Furthermore, by using the regional variation in services performance, they are also able to address concerns about the possible endogeneity of the services variables. The results show a significant and positive relationship between firm productivity and service performance in all three services sectors analyzed. The authors thus provide support for the argument that improvements in services industries contribute to enhancing the performance of downstream economic activities, and thus are an essential element of a strategy for promoting growth and reducing poverty.
Access To Services --- Communications --- Data --- E-Business --- Economic Activities --- Economic Theory and Research --- Electricity --- Electronic Delivery --- Enterprise Survey --- Enterprise Surveys --- Export Markets --- Finance and Financial Sector Development --- Financial Literacy --- Financial Services --- Information --- Macroeconomics and Economic Growth --- Manufacturing --- Microfinance --- Performance --- Prices --- Private Sector Development --- Production Process --- Productivity --- Result --- Results --- Telecommunication --- Telecommunications
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