Data source: World Economic Forum
The Global Competitiveness Index 4.0 assesses the competitiveness landscape of 140 economies, measuring national competitiveness - defined as the set of institutions, policies and factors that determine the level of productivity. The Report presents information and data that were compiled and/or collected by the World Economic Forum organized into 12 pillars: Institutions, Infrastructure, ICT adoption, Macroeconomic Stability, Health, Skills, Product Market, Labor Market, Financial System, Market Size, Business Dynamism, and Innovation Capabilities.
When using this dataset, please cite as:
(World Economic Forum,
2019)
Browse variables and select them for download.
wef_alp
Active labour policies. 1-7 (scale 1 to 7, while 7 is best). In your country, to what extent do Labour market policies help unemployed people to reskill and find new employment (including skills matc ...
wef_audit
Strength of auditing and reporting standards. 1-7 (scale 1 to 7, while 7 is best). In your country, how strong are financial auditing and reporting standards? [1 = extremely weak; 7 = extremely strong ...
wef_bgr
Burden of government regulation (scale 1 to 7, while 7 is best). In your country, how burdensome is it for companies to comply with public administration's requirements (e.g., permits, regulations, re ...
wef_bt
Budget transparency (scale 1 to 100, while 100 is best). This indicator assesses on a scale of 0 to 100 [most transparent] the extent to which governments publish data related to budget and spending. ...
wef_cg
Credit gap in percentage points. It is the difference between the most recent domestic credit to the private sector, as a percentage of GDP, and its 20-year trend. Original sources: The World Bank G ...
wef_ci
Innovation capability (scale 1 to 100, while 100 is best). Original sources: World Economic Forum, Global Competitiveness Report 2018
wef_cor
Incidence of corruption (scale 1 to 100, while 100 is best). The Corruption Perceptions Index aggregates data from a number of different sources that provide perceptions of business people and country ...
wef_ddyn
Debt dynamics (scale 1 to 100, while 100 is best). The index measures the change in public debt, weighted by a country's credit rating and debt level in relation to its GDP. Original sources: Worl ...
wef_dsap
Digital skills among active population. 1-7 (scaled 1 to 7, while 7 is the best). In your country, to what extent does the active population possess sufficient digital skills (e.g., computer skills, b ...
wef_eair
Efficiency of air transport services. 1-7 (scaled 1 to 7, while 7 is the best). In your country, how efficient (i.e., frequency, punctuality, speed, price) are air transport services? [1 = extremely i ...
wef_efs
Ease of finding skilled employees (scale 1 to 7, while 7 is best). In your country, to what extent can companies find people with the skills required to fill their vacancies? [1 = not at all; 7 = to a ...
wef_elec
Electricity (scale 1 to 100, while 100 is best). This indicator is calculated by the World Economic Forum by aggregating two indicators that measure the electrification rate and electric power transmi ...
wef_elr
Electricity access entails a household having initial access to sufficient electricity to power a basic bundle of energy services-at a minimum, several lightbulbs, task lighting (such as a flashlight) ...
wef_epi
E-Participation Index (scale 0 to 1, while 1 is best)). This indicator assesses the use of online services to facilitate the provision of information by governments to citizens (“e-information sharing ...
wef_eport
Efficiency of seaport services (scale 1 to 7, while 7 is best). In your country, how efficient (i.e., frequency, punctuality, speed, price) are seaport services (ferries, boats) (for landlocked countr ...
wef_erail
Efficiency of train services (scale 1 to 7, while 7 is best). In your country, how efficient (i.e., frequency, punctuality, speed, price) are train transport services? [1 = extremely inefficient-amon ...
wef_fis
Fixed-broadband Internet subscriptions. Fixed-broadband Internet subscriptions per 100 people. Original sources: International Telecommunications Union (ITU)
wef_gci
Global Competitiveness Index 4.0 (scale 1 to 100, while 100 is best). The Global Competitiveness Index 4.0 assesses the microeconomic and macroeconomic foundations of national competitiveness, which ...
wef_gdpp2
Gross domestic product (GDP) valued at purchasing power parity in billions of international dollars (constant 2011 prices). Original sources: International Monetary Fund (IMF)
wef_gic
Growth of innovative companies (scale 1 to 7, while 7 is best). In your country, to what extent do new companies with innovative ideas grow rapidly? [1 = not at all; 7 = to a great extent] Original so ...
wef_hfl
Ease of hiring foreign labour (scale 1 to 7, while 7 is best). To what extent does labour regulation in your country limit the ability to hire foreign labour? (1 = very much limits hiring foreign lab ...
wef_hfp
Hiring and firing practices (scale 1 to 7, while 7 is best). In your country, to what extent do regulations allow flexible hiring and firing of workers? [1 = not at all; 7 = to a great extent] Origin ...
wef_hom
Homicide rate. Number of homicide cases per 100,000 people. Original sources: United Nations Office on Drugs and Crime (UNODC)
wef_infl
Inflation, as the annual percent change in the consumer price index (year average). Original sources: International Monetary Fund (IMF).
wef_ipr
Intellectual property protection (scale 1 to 7, while 7 is best). In your country, to what extent is intellectual property protected? [1 = not at all; 7 = to a great extent] Original sources: World Ec ...
wef_iu
Percentage of individuals using the Internet. Original sources: International Telecommunications Union (ITU)
wef_ji
Judicial independence (scale 1 to 7, while 7 is best). In your country, how independent is the judicial system from influences of the government, individuals, or companies? [1 = not independent at al ...
wef_ler
Cooperation in labour-employer relations. In your country, how do you characterize Labour-employer relations? [1 = generally confrontational; 7 = generally cooperative] Original sources: World Economi ...
wef_lse
School life expectancy. Years. The total number of years of schooling (primary through tertiary) that a child can expect to receive, assuming that the probability of his or her being enrolled in schoo ...
wef_md
The extent of market dominance (scale 1 to 7, while 7 is best). In your country, how do you characterize corporate activity? [1 = dominated by a few business groups; 7 = spread among many firms] Origi ...
wef_mobile
Mobile-cellular telephone subscriptions. Number of mobile-cellular telephone subscriptions per 100 people. Original sources: International Telecommunications Union (ITU)
wef_oc
Organized crime (scale 1 to 7, while 7 is best). In your country, to what extent does organized crime (mafia-oriented racketeering, extortion) impose costs on businesses? [1 = to a great extent-impos ...
wef_pntb
Prevalence of non-tariff barriers (scale 1 to 7, while 7 is best). In your country, to what extent do non-tariff barriers (e.g., health and product standards, technical and labeling requirements, etc ...
wef_pp
Pay and productivity (scale 1 to 7, while 7 is best). In your country, to what extent is pay related to employee productivity? [1 = not at all; 7 = to a great extent] Original sources: World Economic ...
wef_pr
Property rights (scale 1 to 7, while 7 is best). In your country, to what extent are property rights, including financial assets, protected? [1 = not at all; 7 = to a great extent] Original sources: W ...
wef_qoi
Transport infrastructure (scale 1 to 100, while 100 is best). This indicator is calculated by the World Economic Forum by aggregating eight indicators that measure roads, railroads, air transport and ...
wef_qroad
Quality of roads (scale 1 to 7, while 7 is best). In your country, how is the quality (extensiveness and condition) of road infrastructure [1 = extremely poor-among the worst in the world; 7 = extreme ...
wef_qvt
Quality of vocational training. 1-7 (scaled 1 to 7, while 7 is the best). In your country, how do you assess the quality of vocational training? [1 = extremely poor-among the worst in the world; 7 = e ...
wef_rps
Reliability of police services (scale 1 to 7, while 7 is best). In your country, to what extent can police services be relied upon to enforce law and order? [1 = not at all; 7 = to a great extent] Ori ...
wef_shg
The skillset of secondary-education graduates. 1-7 (scaled 1 to 7, while 7 is best). “In your country, to what extent do graduating students possess the skills needed by businesses at the following le ...
wef_smec
Financing of SMEs (scale 1 to 7, while 7 is best). In your country, to what extent can small- and medium-sized enterprises (SMEs) access the financing they need for their business operations through t ...
wef_sp
Scientific publications. H Index. Score on an index measuring the number of publications and their citations, expressed at the country level. Original sources: SCImago
wef_sug
The skillset of university graduates. 1-7 (scaled 1 to 7, while 7 is the best). Response to the survey question “In your country, to what extent do graduating students possess the skills needed by bus ...
wef_ti
Terrorism incidence (scaled from 1 (very high) to 100 (no incidence)). This custom-built index is the weighted average of the number of terrorism-related casualties (injuries and fatalities) and the n ...
wef_uic
University-industry collaboration in R&D. 1-7 (scaled 1 to 7, while 7 is the best). In your country, to what extent do businesses and universities collaborate on research and development (R&D)? [1 = d ...
wef_vca
Venture capital availability (scale 1 to 7, while 7 is best). In your country, how easy is it for start-up entrepreneurs with innovative but risky projects to obtain equity funding? [1 = extremely dif ...
wef_wbp
Flexibility of wage determination (scale 1 to 7, while 7 is best). In your country, how are wages generally set? [1 = by a centralized bargaining process; 7 = by each individual company] Original sour ...
wef_wi
Water infrastructure (scale 0 to 100, while 100 is best). Original sources: World Economic Forum, Global Competitiveness Report 2018
wef_wlf
Ratio of wage and salaried female workers to male workers. Ratio. The ratio of the percentage of women aged 15-64 participating in the labour force as wage and salaried workers to the percentage of me ...
wef_wr
Workers' rights (scale 1 to 100, while 100 is best). This index is adapted from the ITUC Global Rights Index, which measures the level of protection of internationally recognized core Labour standards ...