(as of 04jan2026)

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01 Doing Business

02 World Development Indicators

11 Africa Development Indicators

12 Education Statistics

13 Enterprise Surveys

14 Gender Statistics

15 Global Economic Monitor

18 IDA Results Measurement System

19 Millennium Development Goals

20 Quarterly Public Sector Debt

22 Quarterly External Debt Statistics SDDS

23 Quarterly External Debt Statistics GDDS

27 Global Economic Prospects

28 Global Findex database

29 The Atlas of Social Protection: Indicators of Resilience and Equity

30 Exporter Dynamics Database – Indicators at Country-Year Level

32 Global Financial Development

33 G20 Financial Inclusion Indicators

34 Global Partnership for Education

35 Sustainable Energy for All

37 LAC Equity Lab

40 Population estimates and projections

41 Country Partnership Strategy for India (FY2013 - 17)

43 Adjusted Net Savings

45 Indonesia Database for Policy and Economic Research

46 Sustainable Development Goals

57 WDI Database Archives

59 Wealth Accounts

60 Economic Fitness

61 PPPs Regulatory Quality

63 Human Capital Index

64 Worldwide Bureaucracy Indicators

65 Health Equity and Financial Protection Indicators

66 Logistics Performance Index

69 Global Financial Inclusion and Consumer Protection Survey

70 Economic Fitness 2

71 International Comparison Program (ICP) 2005

73 Global Financial Inclusion and Consumer Protection Survey (Internal)

75 Environment, Social and Governance (ESG) Data

78 ICP 2017

79 PEFA_GRPFM

80 Gender Disaggregated Labor Database (GDLD)

81 International Debt Statistics: DSSI

82 Global Public Procurement

86 Global Jobs Indicators Database (JOIN)

87 Country Climate and Development Report (CCDR)

88 Food Prices for Nutrition

89 Identification for Development (ID4D) Data

91 PEFA_CRPFM

92 Disability Data Hub (DDH)

93 FPN Datahub Archive

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13 Enterprise Surveys

IC.FRM.BRIB.GRAFT2 - Bribery depth (% of public transactions where a gift or informal payment was requested)

Source 13 Enterprise Surveys

Source Notes The depth of Bribery is the percentage of instances in which a firm was either expected or requested to provide a gift or informal payment during solicitations for public services, licenses or permits. This measure uses data from 6 survey ques

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.BRIB.GRAFT3 - Bribery incidence (percent of firms experiencing at least one bribe payment request)

Source 13 Enterprise Surveys

Source Notes The percent of firms experiencing at least one bribe payment request across 6 public transactions dealing with utilities access, permits, licenses, and taxes.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR1 - Percent of firms expected to give gifts in meetings with tax officials

Source 13 Enterprise Surveys

Source Notes Percentage of firms expected to give gifts or informal payments during meetings with tax officials.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR10 - Percent of firms expected to give gifts to get an operating license

Source 13 Enterprise Surveys

Source Notes Percentage of firms expected to give gifts or informal payments to get an operating license. Spontaneous refusals to the question are treated as a Yes.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR11 - Percent of firms identifying corruption as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying corruption as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR2 - Percent of firms expected to give gifts to secure government contract

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider that firms with characteristics similar to theirs are making informal payments or giving gifts to public officials to secure government contract.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR3 - Value of gift expected to secure a government contract (% of contract value)

Source 13 Enterprise Surveys

Source Notes Percentage of contract value expected as a gift to secure government contract. Only firms that have confirmed that they have secured or attempted to secure a government contract in the last 12 months were required to answer this question.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR4 - Percent of firms expected to give gifts to public officials to get things done

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider that firms with characteristics similar to theirs are making informal payments or giving gifts to public officials to get things done with regard to customs, taxes, licenses, regulations, services e

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR6 - Percent of firms expected to give gifts to get an electrical connection

Source 13 Enterprise Surveys

Source Notes Percentage of firms expected to give gifts or informal payments to get an electrical connection.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR7 - Percent of firms expected to give gifts to get a water connection

Source 13 Enterprise Surveys

Source Notes Percentage of firms expected to give gifts or informal payments to get a water connection.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR8 - Percent of firms expected to give gifts to get a construction permit

Source 13 Enterprise Surveys

Source Notes Percentage of firms expected to give gifts or informal payments to get a construction permit.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CORR9 - Percent of firms expected to give gifts to get an import license

Source 13 Enterprise Surveys

Source Notes Percentage of firms expected to give gifts or informal payments to get an import license.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CORR.CRIME9 - Percent of firms identifying the courts system as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying functioning of the courts as major constraint. The computation of the indicator is based on the rating of the obstacle as a potential constraint to the current operations of the establishment.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CRM.CRIME1 - Percent of firms paying for security

Source 13 Enterprise Surveys

Source Notes Percentage of firms paying for security, for example equipment, personnel, or professional security services.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CRM.CRIME10 - Percent of firms experiencing losses due to theft and vandalism

Source 13 Enterprise Surveys

Source Notes Percent of firms experiencing losses due to theft, robbery, vandalism or arson that occurred on the establishment's premises

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CRM.CRIME2_C - If the establishment pays for security, average security costs (% of annual sales)

Source 13 Enterprise Surveys

Source Notes Average security costs as a percentage of total annual sales for firms that pay for security.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CRM.CRIME3_C - If there were losses, average losses due to theft and vandalism (% of annual sales)

Source 13 Enterprise Surveys

Source Notes If there were losses, estimated losses as a result of theft, robbery, vandalism or arson that occurred on establishment's premises calculated as a percentage of annual sales.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CRM.CRIME5 - Products shipped to supply domestic markets that were lost due to theft (% of product value)

Source 13 Enterprise Surveys

Source Notes Value of losses of products, due to theft, while in transit to domestic markets.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.CRM.CRIME8 - Percent of firms identifying crime, theft and disorder as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying crime, theft and disorder as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.EMP.GROW.PEFT2 - Annual employment growth (%)

Source 13 Enterprise Surveys

Source Notes Annualized growth of permanent full-time workers expressed as a percentage. Annual employment growth is the change in full-time employment reported in the current fiscal year from a previous period. For most countries the difference between th

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FCHAR.CAR1 - Age of the establishment (years)

Source 13 Enterprise Surveys

Source Notes Age of the firm based on the year in which the firm began operations.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FCHAR.CAR2 - Proportion of private domestic ownership in a firm (%)

Source 13 Enterprise Surveys

Source Notes Percentage of the firm owned by domestic individuals, companies or organizations.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FCHAR.CAR7 - Percent of firms with at least 10% of foreign ownership

Source 13 Enterprise Surveys

Source Notes Percentage of firms that have at least 10% owned by private foreign individuals, companies or organizations.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FCHAR.CAR8 - Percent of firms with at least 10% of government/state ownership

Source 13 Enterprise Surveys

Source Notes Percentage of firms where the government or state has at least a 10% share in ownership of the firm.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FCHAR.LFORM3 - Percent of firms with legal status of Sole Proprietorship

Source 13 Enterprise Surveys

Source Notes Percent of firms with legal status of Sole Proprietorship

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIAS.PEFT4 - Percent of firms buying fixed assets

Source 13 Enterprise Surveys

Source Notes Percent of firms buying fixed assets such as machinery, equipment, land or buildings.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN1 - Proportion of investment financed internally (%)

Source 13 Enterprise Surveys

Source Notes Estimated proportion of purchases of fixed assets that was financed from internal funds/retained earnings.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN10 - Value of collateral needed for a loan (% of the loan amount)

Source 13 Enterprise Surveys

Source Notes Value of collateral needed for a loan or line of credit as a percentage of the loan value or the value of the line of credit.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN11 - Proportion of loans requiring collateral (%)

Source 13 Enterprise Surveys

Source Notes Loans requiring collateral in order to get the financing.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN12 - Percent of firms using banks to finance investments

Source 13 Enterprise Surveys

Source Notes Percentage of firms using banks to finance purchases of fixed assets.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN13 - Percent of firms using banks to finance working capital

Source 13 Enterprise Surveys

Source Notes Percentage of firms using bank loans to finance working capital.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN14 - Percent of firms with a bank loan/line of credit

Source 13 Enterprise Surveys

Source Notes Percentage of firms with bank loans or line of credit.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN15 - Percent of firms with a checking or savings account

Source 13 Enterprise Surveys

Source Notes Percentage of firms with a checking or savings account.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN16 - Percent of firms identifying access to finance as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying access/cost of finance as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN2 - Proportion of investment financed by banks (%)

Source 13 Enterprise Surveys

Source Notes Estimated proportion of purchases of fixed assets that was financed from bank loans.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN20 - Percent of firms not needing a loan

Source 13 Enterprise Surveys

Source Notes Percent of firms that did not apply for a loan in the last fiscal year because they did not need a loan. The denominator is the number of firms who did and did not apply for a loan. The numerator is the number of firms who did not apply for a

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN21 - Percent of firms whose recent loan application was rejected

Source 13 Enterprise Surveys

Source Notes Percent of firms whose recent loan application was rejected.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN22 - Percent of firms using supplier/customer credit to finance working capital

Source 13 Enterprise Surveys

Source Notes Percentage of firms using credit from suppliers and advances from customers to finance working capital.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.FIN.FIN7 - Proportion of working capital financed by banks (%)

Source 13 Enterprise Surveys

Source Notes Proportion of the working capital that was financed by bank loans.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.GEN.GEND1 - Percent of firms with female participation in ownership

Source 13 Enterprise Surveys

Source Notes Percentage of firms with females among the owners.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.GEN.GEND2 - Proportion of permanent full-time workers that are female (%)

Source 13 Enterprise Surveys

Source Notes Percentage of full-time workers that are female.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.GEN.GEND3 - Proportion of permanent full-time non-production workers that are female (%)

Source 13 Enterprise Surveys

Source Notes Percentage of permanent full-time non-production workers that are female.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.GEN.GEND4 - Percent of firms with a female top manager

Source 13 Enterprise Surveys

Source Notes Percentage of firms with females as the top manager.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.GEN.GEND5 - Proportion of permanent full-time production workers that are female (%)

Source 13 Enterprise Surveys

Source Notes Percentage of permanent full-time production workers that are female.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.GEN.GEND6 - Percent of firms with majority female ownership

Source 13 Enterprise Surveys

Source Notes Percentage of firms with majority female ownership

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFOR.INFOR1 - Percent of firms competing against unregistered or informal firms

Source 13 Enterprise Surveys

Source Notes Percentage of firms competing against unregistered or informal firms.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFOR.INFOR2 - Percent of firms identifying practices of competitors in the informal sector as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying practices of competitors in the informal sector as major constraint. The computation of the indicator is based on the rating of the obstacle as a potential constraint to the current operations of the establishme

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFOR.INFOR4 - Percent of firms formally registered when they started operations in the country

Source 13 Enterprise Surveys

Source Notes Percentage of firms formally registered when they started operations in the country.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFOR.INFOR5 - Number of years firm operated without formal registration

Source 13 Enterprise Surveys

Source Notes Average number of years firms operated without formal registration. This indicator is computed only for the firms that did not have a formal registration when they started their operations in the country.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN1 - Days to obtain an electrical connection (upon application)

Source 13 Enterprise Surveys

Source Notes Average wait, in days, experienced to obtain electrical connection from the day this establishment applied for it to the day it received the service.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN10_C - If a generator is used, average proportion of electricity from a generator (%)

Source 13 Enterprise Surveys

Source Notes If a generator is used, what percentage of electricity comes from a generator

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN11 - Percent of firms identifying transportation as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying transportation as a major constraint. The computation of the indicator is based on the rating of the obstacle as a potential constraint to the current operations of the establishment.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN12 - Percent of firms identifying electricity as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying electricity as a major constraint. The computation of the indicator is based on the rating of the obstacle as a potential constraint to the current operations of the establishment.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN14 - Proportion of products lost to breakage or spoilage during shipping to domestic markets (%)

Source 13 Enterprise Surveys

Source Notes Percentage of products shipped to supply domestic markets lost due to breakage or spoilage.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN16 - Percent of firms experiencing electrical outages

Source 13 Enterprise Surveys

Source Notes Percentage of firms that experienced power outages over the last complete fiscal year.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN17 - Percent of firms experiencing water insufficiencies

Source 13 Enterprise Surveys

Source Notes Percentage of firms that experienced insufficient water supply for production over the last complete fiscal year.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN2 - Number of electrical outages in a typical month

Source 13 Enterprise Surveys

Source Notes Average number of power outages in a typical month.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN3_C - If there were outages, average duration of a typical electrical outage (hours)

Source 13 Enterprise Surveys

Source Notes Average duration of power outages (hours) conditional on having a power outage.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN4_C - If there were outages, average losses due to electrical outages (% of annual sales)

Source 13 Enterprise Surveys

Source Notes If there were outages, average losses due to electrical outages, as percentage of total annual sales.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN6 - Number of water insufficiencies in a typical month

Source 13 Enterprise Surveys

Source Notes Average number of water shortages in a typical month in the last fiscal year.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INFRA.IN9 - Percent of firms owning or sharing a generator

Source 13 Enterprise Surveys

Source Notes Percentage of firms owning or sharing a generator.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T1 - Percent of firms with an internationally-recognized quality certification

Source 13 Enterprise Surveys

Source Notes Percentage of firms that have an internationally-recognized quality certification, i.e. ISO 9000, 9002 or 14000.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T10 - Percent of firms that spend on R&amp;D

Source 13 Enterprise Surveys

Source Notes Percentage of firms that spent on formal research and development activities during the last fiscal year.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T2 - Percent of firms with an annual financial statement reviewed by external auditors

Source 13 Enterprise Surveys

Source Notes Percentage of firms with their annual financial statement reviewed by an external auditor.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T3 - Capacity utilization (%)

Source 13 Enterprise Surveys

Source Notes Capacity utilization based on comparison of the current output with the maximum output possible using the current inputs.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T4 - Percent of firms using technology licensed from foreign companies

Source 13 Enterprise Surveys

Source Notes Percentage of firms using technology licensed from foreign companies.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T5 - Percent of firms having their own Web site

Source 13 Enterprise Surveys

Source Notes Percentage of firms using website for business related activities, i.e. sales, product promotion etc.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T6 - Percent of firms using e-mail to interact with clients/suppliers

Source 13 Enterprise Surveys

Source Notes Percentage of firms using email to interact with clients or suppliers.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T7 - Percent of firms that introduced a new product/service

Source 13 Enterprise Surveys

Source Notes Percentage of firms that introduced new or significantly improved products or services over the last three years.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T8 - Percent of firms whose new product/service is also new to the main market

Source 13 Enterprise Surveys

Source Notes Percentage of firms that introduced new or significantly improved products or services over the last three years that were also new for the firms' main market.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.INNOV.T9 - Percent of firms that introduced a process innovation

Source 13 Enterprise Surveys

Source Notes Percentage of firms that introduced any new or significantly improved process.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST1 - Percent of firms choosing access to finance as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider access to finance to be the Biggest Obstacle

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST10 - Percent of firms choosing labor regulations as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider labor regulations to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST11 - Percent of firms choosing political instability as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider political instability to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST12 - Percent of firms choosing practices of the informal sector as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider practices of competitors in the informal sector to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST13 - Percent of firms choosing tax administration as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider the tax administration to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST14 - Percent of firms choosing tax rates as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider tax rates to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST15 - Percent of firms choosing transportation as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider transport to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST2 - Percent of firms choosing access to land as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider access to land to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST3 - Percent of firms choosing business licensing and permits as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider business licensing and permits to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST4 - Percent of firms choosing corruption as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider corruption to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST5 - Percent of firms choosing courts as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider courts to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST6 - Percent of firms choosing crime, theft and disorder as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider crime, theft and disorder to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST7 - Percent of firms choosing customs and trade regulations as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider customs and trade regulations to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST8 - Percent of firms choosing electricity as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider electricity to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.OBS.OBST9 - Percent of firms choosing inadequately educated workforce as their biggest obstacle

Source 13 Enterprise Surveys

Source Notes Percentage of establishments that consider an inadequately educated workforce to be the Biggest Obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.PROD.GROW.PEFT3 - Real annual labor productivity growth (%)

Source 13 Enterprise Surveys

Source Notes Annual labor productivity growth is measured by a percentage change in labor productivity between the last completed fiscal year and a previous period, where labor productivity is sales divided by the number of full- time permanent workers. Al

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.BUS1 - Days to obtain an import license

Source 13 Enterprise Surveys

Source Notes Average wait, in days, to obtain import license.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.BUS2 - Days to obtain an operating license

Source 13 Enterprise Surveys

Source Notes The average wait, in days, to obtain an operating license.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.BUS3 - Days to obtain a construction-related permit

Source 13 Enterprise Surveys

Source Notes Average wait, in days, to obtain construction-related permit.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.BUS5 - Percent of firms identifying business licensing and permits as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying business licensing and permits as major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.REG1 - Senior management time spent dealing with the requirements of government regulation (%)

Source 13 Enterprise Surveys

Source Notes Average percentage of senior management's time that is spent in a typical week dealing with requirements imposed by government regulations (eg. taxes, customs, labor regulations, licensing and registration), including dealings with officials

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.REG2_C - If there were visits, average number of visits or required meetings with tax officials

Source 13 Enterprise Surveys

Source Notes If there were a positive number of visits or required meeting with tax officials, what was the average number?

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.REG4 - Percent of firms identifying tax rates as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying tax rates as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.REG5 - Percent of firms identifying tax administration as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying tax administration as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.REG.REG6 - Percent of firms visited or required to meet with tax officials

Source 13 Enterprise Surveys

Source Notes Percentage of firms that were visited or inspected by tax officials or were required to meet with them over the last year.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.SLS.GROW.PEFT1 - Real annual sales growth (%)

Source 13 Enterprise Surveys

Source Notes Real annual sales growth is measured as a percentage change in sales between the last completed fiscal year and a previous period. All sales values are deflated to 2009 using each country's GDP deflators.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR1 - Days to clear direct exports through customs

Source 13 Enterprise Surveys

Source Notes Average number of days to clear direct exports through customs.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR11 - Percent of firms using material inputs and/or supplies of foreign origin

Source 13 Enterprise Surveys

Source Notes Percentage of firms that use material inputs and/or supplies of foreign origin.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR16 - Percent of firms exporting directly (at least 10% of sales)

Source 13 Enterprise Surveys

Source Notes Percentage of firms that export directly at least 10% of their total annual sales.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR17 - Percent of firms exporting directly or indirectly (at least 10% of sales)

Source 13 Enterprise Surveys

Source Notes Percentage of firms that export directly or indirectly at least 10% of their total annual sales.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR2 - Days to clear imports from customs

Source 13 Enterprise Surveys

Source Notes Average number of days to clear imports from customs.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR5 - Proportion of total sales that are exported directly (%)

Source 13 Enterprise Surveys

Source Notes Sales exported directly as percentage of total sales.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR8 - Proportion of total inputs that are of foreign origin (%)

Source 13 Enterprise Surveys

Source Notes Percentage of material inputs and/or supplies of foreign origin.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.TRD.TR9 - Percent of firms identifying customs and trade regulations as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying customs and trade regulations as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK1 - Percent of firms offering formal training

Source 13 Enterprise Surveys

Source Notes Percentage of firms offering formal training programs for its permanent, full-time employees.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK10 - Percent of firms identifying an inadequately educated workforce as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying labor skill level as a major constraint. The computation of the indicator is based on the rating of the obstacle as a potential constraint to the current operations of the establishment.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK14 - Number of workers

Source 13 Enterprise Surveys

Source Notes Number of workers, including permanent and temporary workers. The number of temporary workers is adjusted for the number of months of their employment.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK15 - Proportion of production workers (out of all permanent workers)

Source 13 Enterprise Surveys

Source Notes Proportion of production workers out of all permanent workers*.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK17 - Proportion of temporary workers (out of all workers)

Source 13 Enterprise Surveys

Source Notes The proportion of temporary workers out of all workers.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK18 - Proportion of permanent workers (out of all workers)

Source 13 Enterprise Surveys

Source Notes The proportion of permanent workers out of all workers.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK19 - Proportion of skilled workers (out of all production workers) (%)

Source 13 Enterprise Surveys

Source Notes Proportion of skilled workers out of all production workers*.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK2 - Proportion of workers offered formal training (%)

Source 13 Enterprise Surveys

Source Notes Percentage of permanent, full-time employees that have received formal training.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK8 - Years of the top manager's experience working in the firm's sector

Source 13 Enterprise Surveys

Source Notes Years of experience of the top manager working in the sector.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

IC.FRM.WRKF.WK9 - Percent of firms identifying labor regulations as a major constraint

Source 13 Enterprise Surveys

Source Notes Percentage of firms identifying labor regulations as a major or very severe obstacle.

Source Organization World Bank, Enterprise Surveys (http://www.enterprisesurveys.org/).

(as of 04jan2026)