Structural reform
This section of the report presents updated transition scores for all of the economies in the EBRD regions. Over the past year, many countries have implemented reforms in the area of competitiveness, seeking to improve their tax regimes, develop support mechanisms for SMEs and restructure state-owned enterprises. A number of economies have achieved advances in the area of legislation with a view to tackling corruption or facilitating out-of-court dispute resolution. Several countries have made progress with the implementation of carbon pricing, while Montenegro, North Macedonia and Russia have all ratified the Paris Agreement. And new laws aimed at strengthening gender equality in the workplace have been adopted in a number of countries. At the same time, negative developments have been observed in several countries in terms of the degree of media freedom.
Introduction
This section of the report presents updated “assessment of transition qualities” (ATQ) scores for all of the economies where the EBRD invests. It measures those economies’ progress against six key qualities of a sustainable market economy, looking to see whether they are competitive, well-governed, green, inclusive, resilient and integrated. It then compares those findings with last year’s scores, highlighting significant developments that have occurred since the publication of last year’s Transition Report. It also discusses major reform initiatives across the EBRD regions. As in 2018, the calculation methodology for the ATQ scores has undergone a number of changes, including the addition of new indicators for the inclusion, integration and resilience scores. The scores for previous years have been recalculated to reflect these changes, so they may differ from the scores published in 2018. The updated methodology is available online at 2019.tr-ebrd.com.
Source: EBRD.
Note: An improvement or deterioration is considered to be sizeable if it exceeds 1 standard deviation of all score changes across all qualities and countries during the period 2018-19.
Competitive | Well-governed | Green | Inclusive | Resilient | Integrated | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2019 | 2018 | 2019 | 2018 | 2019 | 2018 | 2019 | 2018 | 2019 | 2018 | 2019 | 2018 | |
Central Europe and the Baltic states | ||||||||||||
Croatia | 5.64 | 5.62 | 5.97 | 6.04 | 6.38 | 6.38 | 6.39 | 6.36 | 7.47 | 7.26 | 6.54 | 6.59 |
Estonia | 7.63 | 7.61 | 8.27 | 8.30 | 6.42 | 6.55 | 7.66 | 7.73 | 8.11 | 7.87 | 7.49 | 7.50 |
Hungary | 6.36 | 6.34 | 6.01 | 5.91 | 6.27 | 6.27 | 6.65 | 6.66 | 7.15 | 6.85 | 6.84 | 7.61 |
Latvia | 6.48 | 6.45 | 6.66 | 6.46 | 6.77 | 6.77 | 7.07 | 7.05 | 7.89 | 7.87 | 7.00 | 6.98 |
Lithuania | 6.27 | 6.24 | 6.85 | 6.77 | 6.63 | 6.63 | 6.94 | 6.92 | 7.34 | 7.35 | 7.05 | 7.04 |
Poland | 6.76 | 6.76 | 6.82 | 6.88 | 6.52 | 6.64 | 6.81 | 6.72 | 7.86 | 7.99 | 6.81 | 6.81 |
Slovak Republic | 6.76 | 6.73 | 6.21 | 6.10 | 6.87 | 6.87 | 6.54 | 6.53 | 7.97 | 7.96 | 7.10 | 7.13 |
Slovenia | 7.09 | 7.09 | 6.65 | 6.64 | 7.08 | 7.21 | 7.35 | 7.37 | 7.73 | 7.62 | 7.14 | 7.22 |
South-eastern Europe | ||||||||||||
Albania | 5.14 | 5.11 | 5.11 | 5.09 | 4.49 | 4.49 | 5.31 | 5.30 | 5.22 | 5.25 | 5.66 | 5.68 |
Bosnia and Herzegovina | 4.68 | 4.66 | 4.53 | 4.64 | 5.20 | 5.20 | 5.48 | 5.46 | 5.91 | 5.90 | 5.08 | 5.08 |
Bulgaria | 5.71 | 5.69 | 5.79 | 5.73 | 6.04 | 6.04 | 6.24 | 6.27 | 6.91 | 6.85 | 6.85 | 6.86 |
Cyprus | 6.68 | 6.66 | 7.07 | 6.94 | 6.32 | 6.32 | 6.66 | 6.60 | 5.60 | 5.23 | 7.68 | 7.68 |
Greece | 5.78 | 5.78 | 5.22 | 5.25 | 6.13 | 6.13 | 6.24 | 6.26 | 7.04 | 6.68 | 6.41 | 6.36 |
Kosovo | 4.78 | 4.75 | 4.56 | 4.58 | 3.47 | 3.47 | 5.28 | 5.30 | 5.18 | 5.23 | 4.67 | 4.72 |
Montenegro | 5.44 | 5.42 | 6.11 | 5.93 | 5.41 | 5.15 | 5.98 | 5.91 | 6.44 | 6.42 | 6.15 | 6.13 |
North Macedonia | 6.02 | 6.01 | 5.57 | 5.81 | 5.16 | 4.92 | 5.90 | 5.85 | 5.93 | 5.91 | 5.75 | 5.78 |
Romania | 6.01 | 6.06 | 6.04 | 5.86 | 6.14 | 6.14 | 5.74 | 5.71 | 7.11 | 7.17 | 6.75 | 6.73 |
Serbia | 5.36 | 5.34 | 5.52 | 5.44 | 5.79 | 5.79 | 6.16 | 6.13 | 5.86 | 5.78 | 5.99 | 5.99 |
Turkey | 5.42 | 5.19 | 6.18 | 6.17 | 5.28 | 5.28 | 5.01 | 5.01 | 7.02 | 7.34 | 5.70 | 5.71 |
Eastern Europe and the Caucasus | ||||||||||||
Armenia | 4.97 | 4.90 | 5.78 | 5.82 | 5.72 | 5.72 | 5.97 | 5.96 | 6.40 | 6.08 | 5.45 | 5.43 |
Azerbaijan | 4.39 | 4.22 | 5.79 | 5.75 | 5.35 | 5.35 | 4.94 | 4.94 | 3.97 | 4.10 | 5.59 | 5.60 |
Belarus | 5.17 | 5.12 | 5.15 | 5.11 | 6.22 | 6.22 | 6.63 | 6.64 | 4.16 | 3.65 | 5.43 | 5.44 |
Georgia | 4.98 | 4.96 | 6.40 | 6.34 | 5.32 | 5.32 | 5.14 | 5.14 | 6.19 | 5.99 | 6.35 | 6.33 |
Moldova | 4.36 | 4.32 | 4.81 | 4.68 | 4.68 | 4.67 | 5.58 | 5.73 | 5.82 | 5.50 | 4.94 | 4.95 |
Ukraine | 4.77 | 4.74 | 4.78 | 4.61 | 5.87 | 5.74 | 6.21 | 6.21 | 5.67 | 5.41 | 4.75 | 4.75 |
Russia | 5.83 | 5.80 | 5.90 | 5.85 | 5.09 | 5.08 | 6.83 | 6.83 | 6.42 | 6.40 | 5.00 | 5.08 |
Central Asia | ||||||||||||
Kazakhstan | 5.26 | 5.22 | 5.67 | 5.62 | 5.36 | 5.11 | 6.46 | 6.43 | 5.95 | 6.17 | 4.91 | 4.96 |
Kyrgyz Republic | 4.04 | 3.90 | 4.12 | 4.11 | 4.48 | 4.48 | 4.62 | 4.62 | 5.12 | 5.08 | 4.92 | 4.90 |
Mongolia | 4.22 | 4.21 | 5.11 | 5.19 | 5.36 | 5.36 | 5.19 | 5.18 | 5.37 | 5.20 | 4.53 | 4.49 |
Tajikistan | 3.25 | 3.26 | 3.63 | 3.70 | 4.84 | 4.81 | 5.05 | 5.04 | 3.68 | 3.52 | 3.51 | 3.51 |
Turkmenistan | 2.81 | 2.80 | 2.28 | 2.28 | 4.09 | 4.09 | 5.41 | 5.41 | 3.21 | 3.26 | 3.97 | 3.96 |
Uzbekistan | 3.39 | 3.36 | 4.45 | 4.42 | 4.41 | 4.31 | 5.41 | 5.41 | 3.96 | 3.77 | 3.93 | 3.93 |
Southern and eastern Mediterranean | ||||||||||||
Egypt | 3.08 | 2.96 | 4.83 | 4.68 | 5.19 | 5.06 | 3.51 | 3.51 | 5.60 | 5.51 | 4.43 | 4.42 |
Jordan | 4.18 | 4.15 | 6.23 | 6.18 | 5.85 | 5.84 | 4.36 | 4.36 | 6.18 | 5.89 | 5.81 | 5.83 |
Lebanon | 4.36 | 4.35 | 3.84 | 3.74 | 5.10 | 5.09 | 4.73 | 4.73 | 4.48 | 4.14 | 4.70 | 4.72 |
Morocco | 4.49 | 4.26 | 5.34 | 5.15 | 5.87 | 5.87 | 3.17 | 3.17 | 5.73 | 5.81 | 4.88 | 4.90 |
Tunisia | 3.93 | 3.84 | 4.88 | 4.82 | 4.92 | 4.92 | 3.82 | 3.82 | 5.10 | 4.77 | 4.33 | 4.33 |
West Bank and Gaza | 2.87 | 2.86 | 3.88 | 3.80 | 4.07 | 4.07 | 3.84 | 3.80 | 4.95 | 4.84 | 4.65 | 4.66 |
SOURCE: EBRD.
NOTE: Scores range from 1 to 10, where 10 represents a synthetic frontier corresponding to the standards of a sustainable market economy. Scores for 2018 have been updated following methodological changes, so they may differ from those published in the Transition Report 2018-19. Owing to lags in the availability of data, ATQ scores for a given year may not fully correspond to that calendar year. In particular, ATQ scores for 2019 reflect data spanning the period 2017-19.
Source: EBRD.
Note: Scores range from 1 to 10, where 10 represents a synthetic frontier corresponding to the standards of a sustainable market economy.
Competitive
Competitiveness scores have been revised upwards in several countries. In Turkey, the upward revision reflects improvements to the country’s World Bank Doing Business scores for resolving insolvencies, starting a business and accessing credit. Similar improvements have been observed in Morocco’s business environment, resulting in a similar increase in its competitiveness score. Meanwhile, Azerbaijan and Georgia have improved their business environments and the quality of their logistics, while Mongolia has seen an increase in its global value chain participation score. At the same time, Romania’s Doing Business ranking has fallen, following the introduction of additional procedures that have made it more difficult to start a business. This change has been reflected in the country’s competitiveness score.
Well-governed
On balance, improvements in governance scores have tended to outweigh negative developments over the past year. The improved scores in Azerbaijan, Latvia, Lithuania, Montenegro, Morocco, Romania and the Slovak Republic largely reflect better perceived protection of private property rights and stronger frameworks for challenging regulation and protecting shareholders’ rights. Meanwhile, Kazakhstan’s governance score has been revised upwards on the back of stronger protection of shareholders’ rights and a reduced regulatory burden.
Green
Montenegro and North Macedonia have both seen significant increases in their green scores this year, following their ratification of the Paris Agreement in 2018. Meanwhile, Russia – one of the world’s top ten emitters of greenhouse gases – ratified and fully adopted the agreement in September 2019 by means of a government decree (having originally signed up to the agreement back in 2016).
Inclusive
A number of economies where the EBRD invests have seen their inclusion scores increase modestly on account of improvements in indicators measuring youth and gender inclusion. Poland, for instance, has improved its performance in the World Bank Group’s Women, Business and the Law Index following the removal of restrictions on the employment of women in certain sectors and further reforms to its paid parental leave system. Numbers of female employers and managers in Poland have also risen, while youth unemployment has fallen. Meanwhile, the female labour force participation rate has improved in both Montenegro and the West Bank and Gaza, and the percentage of women in managerial positions has increased in Montenegro. In Estonia and Moldova, on the other hand, the percentage of female employers has fallen.
Resilient
Changes to overall resilience scores reflect both financial resilience and energy resilience. These are discussed separately below.
Financial resilience
A number of countries in the EBRD regions have made progress in the area of financial resilience. In Belarus, for example, the sizeable improvement seen in the country’s financial resilience score reflects improvements to its regulatory environment, risk management practices and governance standards, as well as higher levels of liquidity in the financial sector. In Cyprus and Greece, meanwhile, improved scores reflect lower levels of non-performing loans, higher liquidity levels in the financial sector, and improvements to governance standards and risk management practices. Strengthening of the regulatory environment and improved governance standards have also been observed in Armenia, Hungary, Moldova and Ukraine. In the case of Jordan, the country’s financial resilience score also reflects legislative amendments approved in 2019 which extend the scope of the country’s deposit insurance scheme to include Islamic banks.
Energy resilience
The upward revision of Uzbekistan’s energy resilience score reflects significant progress with the restructuring of the sector following the creation of the Ministry of Energy, which is responsible for policy setting in the sector. The Uzbek government has also begun dividing the country’s main energy company, Uzbekenergo, into separate entities responsible for the generation, transmission and distribution of electricity. Moreover, Uzbekneftegaz, the country’s main state-owned oil and gas company, has now been split into two distinct entities responsible for production and distribution activities. Tariff reforms in the electricity sector have also been initiated with a view to introducing a cost-reflective methodology for determining tariffs, although the implementation of those reforms has been subject to delays. Some initial steps have also been taken towards restoring the regional power network in Central Asia, with Tajikistan and Uzbekistan starting work on enabling trade in electricity between the two countries.
Integrated
A number of countries have adopted measures aimed at facilitating cross-border trade and improving air connectivity. In October 2018, for instance, Ukraine approved a law simplifying border clearance procedures, enabling the implementation of a “single window” for clearing imports and exports and providing for wider use of electronic documentation. Meanwhile, Kazakhstan rolled out a new “single window” web portal in March 2019. That portal allows standardised documentation to be submitted electronically and reduces the time needed to obtain customs clearance, as well as cutting costs. A few months earlier, in December 2018, Kazakhstan also launched an e-freight system for electronic clearance of transit air cargo. In February 2019, Azerbaijan launched a “green corridor” system in an attempt to significantly simplify export and import clearance procedures for authorised firms. And in November 2018, Uzbekistan simplified its customs clearance processes and launched a new system involving “authorised economic operators” – entities assessed as being low-risk, which are able to clear exports or imports under a simplified regime.
Methodological notes
Transition indicators: six qualities of a sustainable market economy
The transition indicators reflect the judgement of the EBRD’s Office of the Chief Economist and the Economics, Policy and Governance department on the transition progress in the economies where the EBRD invests. According to this approach a sustainable market economy is characterised by six qualities: Competitive, Well-governed, Green, Inclusive, Resilient and Integrated.
Data preparation and treatment of missing observations
The underlying data for the majority of indicators either enter the composite index directly or are scaled using a meaningful related measure. A number of indicators may themselves be composite indices (for example, EBRD SME index or EBRD Knowledge Economy index) and they enter the ATQ composites in index form. No further transformation is applied to the underlying indicators before normalisation. For some indicators no data is available for the current year and simple imputation methods are used.2 One method of imputation uses the latest available observation from past years, thus assuming that no change from the latest available observation has been observed. When there are no past or present observations available for a particular indicator, then, based on the judgement of EBRD experts, either the regional mean (using the EBRD classification of regions for the economies where it invests) or the observed regional minima are used to impute the missing observations.
Normalisation
The raw data for each indicator are normalised to the same scale using the min-max normalisation method as follows:
The resulting scores are then rescaled from 1 to 10, where 10 represents the frontier for each quality. The frontier is taken to be the best performance, observed either in an economy where we invest, a comparator country or a theoretical value determined based on expert judgement.
If an observation for a country exceeds the selected frontier, then the normalised value of the indicator is capped at the frontier value. For indicators where any deviation from the frontier is undesirable, values either below or above the frontier are treated similarly (the same score is computed and assigned to two observations that are equally distant from the frontier).
Aggregation
Normalised indicators are aggregated to a single composite index (by quality) using weights determined by expert judgement (see Table M.1 for details of weights). A simple weighted averaging method is used for aggregation.
Changes to methodology from 2018
During the past year, further work on strengthening the methodology for computing ATQ indices was carried out. This work did not involve changes to the process of computation of ATQ indices and it focused largely on modifications to the set of underlying indicators. The primary purpose of this work has been ensuring that ATQs better capture the relevant phenomena and allow adequate monitoring of the pace of reforms and transformation in the region. This work resulted in the addition of new indicators, discontinuation of the use of others and use of equivalent data series from alternative sources. Details of these changes are provided below.
Competitive
- The indicator measuring the issuance of ISO certifications (scaled by population) was removed.
Inclusive
- The gender equality component of the composite was revised and it now includes the “Women, Business and the Law” index and the measure for inequality of opportunity attributable to gender. The previous financial inclusion measure (number of bank accounts) has been replaced by two indicators measuring the overall level of borrowing and savings at financial institutions and the respective percentage difference of this measure between the female and male populations.
- The opportunities for youth component of the composite was also revised. The PISA test scores were replaced by the Human Development Index harmonised test scores. Unemployment and financial inclusion dimensions of the composite (per cent of individuals with a bank account) are captured both at their level and the percentage difference between young people and adults.
- The regional disparities component was revised to include the quality of transport and trade-related infrastructure and the measure for access to heating was removed.
Resilient
- The methodology used to assess the regulatory, governance and safety nets sub-component of the financial sector resilience sub-index has changed to a new scale (indicators now have 10 categories rather than three).
Integrated
- New indicators were added to the composite: road connectivity, air transport connectivity, losses in electrical power transmission and distribution, mobile broadband basket price, international bandwidth per internet user and 3G coverage of the population.
- An indicator measuring the losses due to electrical outages was removed.
The following tables show, for each quality, the components used in each quality index along the indicators and data sources that were fed into the final assessments.
COMPETITIVE | ||||||
---|---|---|---|---|---|---|
Components | Sub-components | Indicators | Source | Frontier economy | Frontier value | Worst performance |
Market structures [50%] | Applied tariff rates a (weighted average) [14%] | World Bank, World Development Indicators (WDI), International Trade Centre, Market Access Map, 2017 | Georgia | 0.67 | 9.35 | |
Subsidies expense a (share of GDP) [14%] | International Monetary Fund, 2017 | Uzbekistan | 0.13 | 7.05 | ||
Ease of Doing Business (Distance to frontier (DTF) score) [14%] | World Bank, Doing Business, 2019 | United States of America | 83.99 | 53.97 | ||
Doing Business – resolving insolvency score [14%] | World Bank, Doing Business, 2019 | Japan | 93.16 | 20.88 | ||
Number of new business entries d (scaled by population) [7%] | WDI, 2016 | Estonia | 20.76 | 0.15 | ||
Doing Business – starting a business d [7%] | World Bank, Doing Business, 2019 | Canada* | 98.23 | 58.43 | ||
SME index adjusted (1 = worst, 10 = best) [14%] | EBRD assessment, 2018 | United Kingdom | 7.73 | 3.85 | ||
Share of advance business services in services exports [14%] | WDI, 2017 | United Kingdom | 74.90 | 8.17 | ||
Capacity to generate value added [50%] | Economic Complexity Index [14%] | Harvard, Centre for International Development, 2016 | Japan | 2.26 | -1.39 | |
Knowledge economy index (KEI) adjusted (1 = worst, 10 = best) [14%] | EBRD assessment, 2018 | Sweden | 8.09 | 1.97 | ||
WB Logistics Performance Index (1 = worst, 5 = best) [14%] | WDI, 2018 | Germany | 4.37 | 1.96 | ||
Quality of education system (1 = worst, 7 = best) [14%] | World Economic Forum (WEF), Global Competitiveness Index, 2017 | United States of America | 5.70 | 2.91 | ||
Labour productivity (output per worker, GDP in constant 2011 int. US$ PPP) [14%] | ILOSTAT, WDI, 2019 | United States of America | 112,677 | 8,898 | ||
Credit to private sector b (per cent of GDP) [14%] | WDI, 2017 | Cyprus* | 100 | 13.72 | ||
Global value chain participation [14%] | UNCTAD, EBRD, 2018 | Slovak Republic | 0.81 | 0.33 |
WELL-GOVERNED | ||||||
---|---|---|---|---|---|---|
Components | Sub-components | Indicators | Source | Frontier economy | Frontier value | Worst performance |
National level governance [60%] | Quality of public governance [33%] | Regulatory quality (- 2.5 = worst, 2.5 = best) [14%] | World Bank Governance Indicators, 2017 | Canada | 1.85 | -2.09 |
Government effectiveness (- 2.5 = worst, 2.5 = best) [14%] | World Bank Governance Indicators, 2017 | Sweden* | 1.84 | -1.21 | ||
Transparency of government policy making (1 = worst, 7 = best) [14%] | WEF Global Competitiveness Index, 2017 | Canada | 5.67 | 2.71 | ||
Private property protection e (1 = worst, 7 = best) [14%] | WEF Global Competitiveness Index, 2018 | No economy was at the frontier in 2019 | 6.28 | 2.87 | ||
Intellectual property protection e (1 = worst, 7 = best) [14%] | WEF Global Competitiveness Index, 2018 | No economy was at the frontier in 2019 | 6.09 | 2.93 | ||
Burden of government regulation (1 = worst, 7 = best) [14%] | WEF Global Competitiveness Index, 2018 | Germany* | 4.83 | 1.85 | ||
Political instability [14%] | World Bank/EBRD BEEPS, 2014 | Azerbaijan | 0 | 0.96 | ||
Freedom of the press a, f (100 = least free, 0 = most free) [7%] | Freedom House, 2016 | Sweden | 11 | 98 | ||
World press freedom index a, f (100 = least free, 0 = most free) [7%] | Reporters Without Borders, 2018 | Sweden | 12.33 | 84.20 | ||
Integrity and control of corruption [33%] | Control of corruption g (- 2.5 = worst, 2.5 = best) [19%] | World Bank Governance Indicators, 2017 | Sweden | 2.14 | -1.52 | |
Corruption perception index g, f (0 = highly corrupt, 100 = not corrupt) [19%] | Transparency International, 2018 | Sweden | 84 | 19 | ||
Perception of corruption g [19%] | World Bank/EBRD BEEPS, 2014 | Estonia | 0.01 | 0.71 | ||
Informality a [22%] | World Bank/EBRD BEEPS, 2014 | Jordan | 0.04 | 0.62 | ||
Implementation of anti-money laundering (AML)/combating the financing of terrorism (CFT) and tax exchange standards a (0 = low risk, 10 = high risk) [22%] | International Centre for Asset Recovery, 2018 | Estonia* | 3.33 | 8.30 | ||
Rule of law [33%] | Judicial independence (1 = worst, 7 = best) [20%] | WEF Global Competitiveness Index, 2018 | No economy was at the frontier in 2019 | 6.30 | 1.99 | |
Efficiency of legal framework in settling disputes h (1 = worst, 7 = best) [10%] | WEF Global Competitiveness Index, 2018 | United States of America | 5.69 | 1.86 | ||
Efficiency of legal framework in challenging regulations (1 = worst, 7 = best) [20%] | WEF Global Competitiveness Index, 2018 | United States of America | 5.21 | 1.83 | ||
Enforcement of contracts h [10%] | World Bank Doing Business, 2018 | No economy was at the frontier in 2019 | 91.23 | 42.75 | ||
Rule of law (- 2.5 = worst, 2.5 = best) [20%] | World Bank Governance Indicators, 2017 | Sweden | 1.94 | -1.49 | ||
Effectiveness of courts a [20%] | World Bank/EBRD BEEPS, 2014 | Jordan | 0.00 | -0.28 | ||
Corporate level governance [40%] | Corporate governance frameworks and practices [80%] | Structure and functioning of the board [20%] | EBRD Legal Transition Team (LTT) Corporate Governance Assessment, 2017 | Czech Republic* | 3.68 | 1.78 |
Transparency and disclosure i [10%] | EBRD LTT Corporate Governance Assessment, 2017 | Czech Republic* | 4.66 | 1.96 | ||
Internal control [20%] | EBRD LTT Corporate Governance Assessment, 2017 | Czech Republic* | 4.00 | 0.60 | ||
Rights of shareholders j [10%] | EBRD LTT Corporate Governance Assessment, 2017 | Czech Republic* | 4.20 | 2.75 | ||
Stakeholders and institutions [20%] | EBRD LTT Corporate Governance Assessment, 2017 | Czech Republic* | 4.16 | 0.18 | ||
Strength of auditing and reporting standards i (1 = worst, 7 = best) [10%] | WEF Global Competitiveness Index, 2018 | Canada | 6.22 | 3.33 | ||
Protection of minority shareholders’ interest j [10%] | World Bank Doing Business, 2018 | Georgia* | 80.00 | 38.33 | ||
Integrity and other governance-related business standards and practices [20%] | Ethical behaviour of firms (1 = worst, 7 = best) [100%] | WEF Global Competitiveness Index, 2017 | Sweden | 5.98 | 2.65 |
GREEN | ||||||
---|---|---|---|---|---|---|
Components | Sub-components | Indicators | Source | Frontier economy | Frontier value | Worst performance |
Mitigation [35%] | Physical indicators [37%] | Electricity production from renewable sources, including hydroelectric (per cent of total) [17%] | World Bank, 2015 | Albania | 100 | 0.82 |
Value added from industry (construction, manufacturing, mining, electricity, water and gas) per unit of CO2 emissions from industry (GVA (US $) / total CO2) [17%] | World Bank, International Energy Agency (IEA), 2016 | Sweden | 17,255 | 575 | ||
MWh consumed per tonne of CO2 emitted from electricity and heat generation (MWh/ total CO2) [17%] | World Bank, IEA, 2015 | Albania* | 42.88 | 0.12 | ||
GDP per tonne of CO2 emitted from residential buildings (from fuel combustion) (GDP(US$) / total CO2) [17%] | World Bank, IEA, 2016 | Sweden | 4,870,654 | 9,312 | ||
Number of registered vehicles per tonne of CO2 emitted from transport [17%] | World Health Organization (WHO), IEA, 2012 | Lebanon | 7.38 | 0.79 | ||
Agricultural sector GVA per tonne of GHG emissions from agriculture (GVA (US $) / total CO2eq) [17%] | World Bank, Food and Agriculture Organization of the United Nations (FAO), 2016 | Japan | 2,625 | 66 | ||
Structural indicators [63%] | Market support mechanism (0=no support, 0.5 regulatory support, 1=revenue support) [25%] | IEA, 2018 | Canada* | 1 | 0.50 | |
INDC rating (0 for no INDC. 0.5 for INDC but not ratified. 1 for ratified INDC) [25%] | World Resources Institute (WRI), CAIT, 2018 | Canada* | 1 | 0 | ||
Carbon price (0 = worst, 1 = best) [25%] | World Bank, 2018 | France* | 1 | 0 | ||
Fossil fuel subsidies (per cent of GDP) a [25%] | IMF, 2015 | Sweden* | 0 | 11.91 | ||
Adaptation [30%] | Physical indicators [45%] | NDGAIN human habitat score a [25%] | Notre Dame Global Adaptation Initiative, 2017 | Germany | 0.25 | 0.63 |
Aqueduct water stress index a [25%] | World Resource Institute (WRI), 2013 | Slovenia | 0.83 | 3.14 | ||
NDGAIN projected change in cereal yield a [25%] | Notre Dame Global Adaptation Initiative, 2017 | Canada* | 0 | 0.85 | ||
WDI Occurrence of droughts, floods, extreme temperatures a (per cent of population affected 1990-2009) [25%] | World Bank, WDI, 2009 | Sweden* | 0 | 5.38 | ||
Structural indicators [55%] | NDGAIN agricultural capacity a [20%] | Notre Dame Global Adaptation Initiative, 2017 | Turkmenistan | 0 | 0.99 | |
World Governance Indicators: Institutional Quality ( – 2.5 = worst, 2.5 = best) [40%] | World Bank, World Governance Indicators, 2017 | Canada* | 1.82 | -1.61 | ||
Adaptation mentioned in INDCs (1 = yes, 0 = no) [40%] | CGSpace, CGIAR, 2018 | Armenia* | 1.00 | 0 | ||
Other environmental areas [30%] | Physical indicators [37%] | Population weighted mean annual exposure to PM2.5 a [22%] | World Bank, WDI, 2017 | Kosovo | 0 | 88.15 |
Waste intensive consumption (kg municipal solid waste/US$ household expenditure) a [22%] | Waste Atlas, 2015 | Japan | 0.01 | 0.33 | ||
Waste generation per capita (kg/cap) a [22%] | Waste Atlas, 2015 | Armenia | 119 | 777 | ||
Number of animal (terrestrial and marine) species threatened as proportion of total number assessed a [17%] | IUNC Red list, 2018 | Estonia | 0.04 | 0.18 | ||
Number of plant (terrestrial and marine) species threatened normalised by total number assessed a [17%] | IUNC Red list, 2018 | Canada* | 0 | 0.27 | ||
Structural indicators [63%] | Vehicle emission standards (0 = worst, 6 = best) [34%] | UN Environment Programme, 2018 | Germany* | 6 | 0 | |
Municipal solid waste collected (per cent of total generated) [34%] | Waste Atlas, 2015 | France* | 100 | 39 | ||
Proportion of terrestrial protected area (per cent of total area) [16%] | World Bank, 2017 | Slovenia | 53.62 | 0 | ||
Proportion of marine protected areas (per cent of total area) [16%] | World Bank, 2017 | Slovenia | 100 | 0 | ||
Cross-cutting [5%] | Number of environmental technology patents (per cent of GDP (billion US$)) [100%] | OECD, 2014 | Japan | 0.61 | 0 |
INCLUSIVE | ||||||
---|---|---|---|---|---|---|
Components | Sub-components | Indicators | Source | Frontier economy | Frontier value | Worst performance |
Gender equality [33%] | Women Business and the Law Index (0 = worst, 100 = best) [13%] | World Bank, 2018 | Sweden* | 100 | 35.00 | |
Social Institutions and Gender Index a, b (0 = best) [13%] | OECD, 2018 | No economy was at the frontier in 2019 | 0 | 0.57 | ||
Inequality of opportunity attributable to gender a, b [13%] | EBRD, LITS, 2016 | No economy was at the frontier in 2019 | 0 | 0.08 | ||
Women employers (per cent of employers) c [13%] | ILOSTAT, 2017 | No economy was at the frontier in 2019 | 50.00 | 0 | ||
Women in managerial roles (per cent of all in managerial roles) c [13%] | ILOSTAT, 2017 | No economy was at the frontier in 2019 | 50.00 | 6.40 | ||
Per cent of individuals that borrow from a financial institution k [6%] | World Bank Financial Inclusion Database, 2017 | No economy was at the frontier in 2019 | 35.66 | 0.84 | ||
Per cent of individuals that save at a financial institution l [6%] | World Bank Financial Inclusion Database, 2017 | Sweden | 75.43 | 0.12 | ||
Percentage difference between female and male who have borrowed from a financial institution a, c, k [6%] | World Bank Financial Inclusion Database, 2017 | No economy was at the frontier in 2019 | 0 | 0.68 | ||
Percentage difference between female and male who have saved at a financial institution a, c, l [6%] | World Bank Financial Inclusion Database, 2017 | No economy was at the frontier in 2019 | 0 | 0.74 | ||
Labour force participation rate m [6%] | ILOSTAT, 2018 | Sweden | 73.20 | 34.10 | ||
Percentage difference in labour force participation rate of men and women a, c, m [6%] | ILOSTAT, 2018 | No economy was at the frontier in 2019 | 0 | 0.79 | ||
Opportunities for youth [33%] | Median age [17%] | UN-DESA, World Population Prospects, 2015 | Japan | 46.35 | 19.45 | |
Harmonised test scores [17%] | Human Development Index, 2017 | Japan | 563.36 | 355.99 | ||
Perception of quality of education system (1 = worst, 7 = best) [17%] | WEF Global Competitiveness Index, 2017 | United States of America | 5.62 | 2.14 | ||
Hiring and firing flexibility [17%] | WEF Global Competitiveness Index, 2017 | United States of America | 5.44 | 2.37 | ||
Unemployment rate a, n (15+) [8%] | ILOSTAT, 2018 | Czech Republic | 2.20 | 30.80 | ||
Percentage difference between youth (15-24) and adult (25+) unemployment rates a, c, n [8%] | ILOSTAT, 2018 | No economy was at the frontier in 2019 | 0 | 0.80 | ||
Per cent of individuals with a bank account o [8%] | World Bank Financial Inclusion Database, 2017 | Sweden | 99.74 | 0.40 | ||
Percentage difference between number of youth (15-24) and adults(15+) with a bank account a, c, o [8%] | World Bank Financial Inclusion Database, 2017 | No economy was at the frontier in 2019 | 0 | 0.78 | ||
Regional disparities [33%] | Quality of transport and trade related infrastructure (1 = worst, 5 = best) [13%] | World Bank LPI, 2018 | Germany | 4.44 | 1.96 | |
Access to computer a [13%] | EBRD, LITS, 2016 | Germany | 0.25 | 0.79 | ||
Access to internet a [13%] | EBRD, LITS, 2016 | No economy was at the frontier in 2019 | 0.26 | 0.86 | ||
Access to water a [13%] | EBRD, LITS, 2016 | Germany* | 0 | 0.97 | ||
Percentage of establishments with checking or savings account a [13%] | EBRD, BEEPS V and MENA, 2015 | Russia | 0 | 0.45 | ||
Quality of administrative, health and education systems a [13%] | EBRD, LITS, 2016 | Uzbekistan | 1.25 | 3.05 | ||
Household head labour market status (worked in the last 12 months) a [13%] | EBRD, LITS, 2016 | Czech Republic | 0.39 | 0.71 | ||
Completed education of the household head in working age (25-65) a [13%] | EBRD, LITS, 2016 | Estonia | 0.07 | 0.87 |
RESILIENT | ||||||
---|---|---|---|---|---|---|
Components | Sub-components | Indicators | Source | Frontier economy | Frontier value | Worst performance |
Energy sector resilience [30%] | Liberalisation and market liquidity [50%] | Sector restructuring, corporatisation and unbundling (0 = worst, 0.67 = best) [33%] | EBRD assessment, 2018 | Germany* | 0.67 | 0 |
Fostering private sector participation (0 = worst, 0.67 = best) [33%] | EBRD assessment, 2018 | United States of America* | 0.67 | 0 | ||
Tariff reform (0 = worst, 0.67 = best) [33%] | EBRD assessment, 2018 | Czech Republic* | 0.67 | 0 | ||
System connectivity [20%] | Domestic connectivity (0 = worst, 0.67 = best) [35%] | EBRD assessment, 2018 | Czech Republic* | 0.67 | 0.09 | |
Inter-country connectivity (0 = worst, 0.67 = best) [65%] | EBRD assessment, 2018 | Germany* | 0.67 | 0 | ||
Regulation and legal framework [30%] | Development of an adequate legal framework (0 = worst, 0.67 = best) [50%] | EBRD assessment, 2018 | Czech Republic* | 0.67 | 0 | |
Establishment of an empowered independent energy regulator (0 = worst, 0.67 = best) [50%] | EBRD assessment, 2018 | Czech Republic* | 0.67 | 0 | ||
Financial stability [70%] | Banking sector health and intermediation [65%] | Capital adequacy ratio [9%] | IMF Financial Soundness Indicators (FSI), IMF Article IV, IHS Markit, National Authorities, Fitch – Sovereign Data Comparator, EBRD FI Risk Reports, 2018 | No economy was at the frontier in 2019 | 0.30 | 0.06 |
Return on assets [9%] | IMF FSI, IMF Article IV, IHS Markit, National Authorities , Fitch – Sovereign Data Comparator, EBRD FI Risk Reports, 2018 | Azerbaijan* | 3.16 | -12.47 | ||
Loan to deposits ratio c [9%] | IMF FSI, IMF Article IV, IHS Markit, National Authorities, Fitch – Sovereign Data Comparator, EBRD FI Risk Reports, 2018 | No economy was at the frontier in 2019 | 1 | 0.36 | ||
NPLs to total gross loans (per cent) a [9%] | IMF FSI, IMF Article IV, IHS Markit, National Authorities, Fitch – Sovereign Data Comparator, S&P BICRA, EBRD FI Risk Reports, 2018 | Canada | 0.59 | 54.54 | ||
Loan loss reserves to NPLs (Provisions to NPLs) b [9%] | IMF FSI, IHS Markit, National Authorities, EBRD FI Risk Reports, 2018 | Azerbaijan* | 100 | 15.14 | ||
Asset share of five largest banks a [9%] | World Bank Global Financial Development Database (GFDD), IMF FSSA, EBRD FI Risk Reports, 2017 | United States of America | 46.53 | 99.89 | ||
Asset share of private banks [9%] | World Bank GFDD, EBRD FI Risk Reports, IMF Article IV, IMF FSSA, Bank Focus, 2018 | Canada* | 100 | 0 | ||
Financial sector assets c (per cent of GDP) [9%] | IMF FSI, EBRD, Internal Sovereign Risk Report, Bank Focus, National Authorities, IHS Markit, 2018 | No economy was at the frontier in 2019 | 100 | 30.80 | ||
Credit to private sector c (per cent of GDP) [9%] | World Bank GFDD, S&P BICRA, IMF Article IV, WDI, 2017 | No economy was at the frontier in 2019 | 80 | 4.02 | ||
Foreign currency denominated loans a (per cent of total loans) [9%] | IMF FSI, IMF Article IV, IHS Markit, National Authorities, 2018 | United States of America* | 0 | 100 | ||
Liquid assets to short-term liabilities (per cent) [9%] | IMF FSI, World Bank GFDD, IMF Article IV, National Authorities, EBRD FI Risk Overview, 2018 | Latvia | 266.86 | 15.54 | ||
Alternative sources of funding [12%] | Other Financial Corporation’s assets b (per cent of GDP) [50%] | IMF FSI, World Bank GFDD, IMF Article IV, National Authorities, EBRD FI Risk Overview, IMF FSSA, AFDB, 2018 | Canada* | 100 | 0.32 | |
Stock market capitalisation b (per cent of GDP) [50%] | World Bank WDI, IMF FSSA, IMF FSI, 2017 | United States of America* | 79.24 | 0 | ||
Regulation governance and safety nets [24%] | Is there a well-functioning deposit insurance scheme? (1 = worst, 10 = best) [25%] | EBRD assessment, 2018 | Czech Republic* | 10 | 1 | |
Do the banks have good risk management and corporate governance practices? (1 = worst, 10 = best) [25%] | EBRD assessment, 2018 | Czech Republic* | 10 | 1 | ||
Is there an adequate legal and regulatory framework in place? (1 = worst, 10 = best) [25%] | EBRD assessment, 2018 | Czech Republic* | 10 | 1 | ||
Is the supervisory body independent and competent? (1 = worst, 10 = best) [25%] | EBRD assessment, 2018 | Czech Republic* | 10 | 1 |
INTEGRATED | ||||||
---|---|---|---|---|---|---|
Components | Sub-components | Indicators | Source | Frontier economy | Frontier value | Worst performance |
External integration [50%] | Trade openness [33%] | Total trade volume (per cent of GDP, five year moving average) [50%] | World Bank, WDI, 2017 | Slovak Republic | 184.59 | 29.11 |
Number of Regional Trade Agreements [17%] | World Trade Organization, 2018 | Germany* | 41 | 1 | ||
Binding overhang ratio a, b (%) [17%] | World Trade Organization, 2017 | Germany* | 0 | 46.30 | ||
Number of non-tariff measures a [17%] | World Trade Organization, 2018 | No economy was at the frontier in 2019 | 0 | 4,673 | ||
Investment openness [33%] | FDI inflows (per cent of GDP, 5 year moving average) [50%] | IMF, International Investment Position Statistics, 2018 | Cyprus | 9.51 | 0.78 | |
Number of bilateral investment agreements [25%] | UNCTAD, 2018 | Germany | 183 | 8 | ||
FDI Restrictiveness indicator a [25%] | OECD, 2018 | Kosovo | 0 | 0.24 | ||
Portfolio openness [33%] | Non-FDI inflows (per cent of GDP, 5 year moving average) [50%] | IMF, International Investment Position Statistics, 2018 | Cyprus | 9.61 | -5.46 | |
Financial openness index (Chinn-Ito) [50%] | Chinn-Ito webpage, 2016 | Germany* | 2.36 | -1.91 | ||
Internal integration [50%] | Domestic transport [33%] | Quality of road infrastructure (1 = worst, 7 = best) [6%] | WEF Global Competitiveness Index, 2018 | No economy was at the frontier in 2019 | 6.12 | 2.41 |
Road connectivity [6%] | WEF Global Competitiveness Index, 2018 | United States of America | 99.96 | 27.72 | ||
Quality of railroad infrastructure (1 = worst, 7 = best) [13%] | WEF Global Competitiveness Index, 2018 | Japan | 6.66 | 1.03 | ||
Quality of port infrastructure (1 = worst, 7 = best) [13%] | WEF Global Competitiveness Index, 2018 | Japan* | 5.84 | 1.03 | ||
Efficiency of air transport (1 = worst, 7 = best) [6%] | WEF Global Competitiveness Index, 2018 | Japan | 6.10 | 2.60 | ||
Air transport connectivity [6%] | WEF Global Competitiveness Index, 2018 | United States of America | 100 | 23.77 | ||
Competence and quality of logistics services (1 = worst, 5 = best) [13%] | World Bank, LPI database, 2018 | Germany | 4.31 | 1.96 | ||
Tracking and tracing of consignments (1 = worst, 5 = best) [13%] | World Bank, LPI database, 2018 | Germany | 4.38 | 1.84 | ||
Timeliness of shipments (1 = worst, 5 = best) [13%] | World Bank, LPI database, 2018 | Germany | 4.45 | 2.04 | ||
Proportion of products lost to breakage or spoilage during shipping a [13%] | World Bank, Enterprise Surveys, 2013 | Latvia* | 0 | 2.90 | ||
Cross-border transport [33%] | Quality of customs and border management, trade and transport infrastructure and ease of arranging shipments (1 = worst, 5 = best) [50%] | World Bank, LPI database, 2018 | Germany | 4.14 | 1.95 | |
Cost of trading across borders [50%] | World Bank, Doing Business, 2018 | France* | 100 | 51.01 | ||
Energy and ICT [33%] | Quality of electricity supply (1 = worst, 7 = best) [25%] | WEF Global Competitiveness Index, 2017 | France | 6.78 | 1.65 | |
Electric power transmission and distribution losses as percentage of domestic supply a [13%] | IEA, 2018 | No economy was at the frontier in 2019 | 2.34 | 23.39 | ||
Time required to get electricity a (days) [13%] | World Bank, WDI, 2018 | Germany | 28 | 281 | ||
Broadband subscription (per 100 habitants) [13%] | ITU, 2017 | France | 43.72 | 0.07 | ||
Number of internet users (per cent of population) [13%] | ITU, 2016 | Sweden | 96.41 | 17.99 | ||
Level of competition for internet services (50 = monopoly, 75 = partially competitive, 100 = competitive) [6%] | World Bank, The Little Data Book, 2017 | United States of America* | 100 | 50 | ||
Mobile broadband basket price a [6%] | ITU, 2017 | Russia | 0.22 | 5.95 | ||
International internet bandwidth per internet user [6%] | ITU, 2016 | Sweden | 253,090 | 0 | ||
3G coverage (per cent of population) [6%] | ITU, 2017 | Sweden* | 100 | 94.00 |
* Additional economies are at the frontier. Further information is available on request.
a Inverted before normalisation.
b Capped at frontier.
c Mirrored from frontier.
d Mean of “New business entries” and “Starting a business” indicators enters the final index.
e Mean of “Private property protection” and “Intellectual property protection ” indicators enters the final index.
f Mean of “Freedom of the press” and “World press freedom index” indicators enters the final index.
g Mean of “Control of corruption”, “Perception of corruption” and “Corruption perception index” indicators enters the final index.
h Mean of “Enforcement of contracts” and “Efficiency of legal framework in settling disputes” indicators enters the final index.
i Mean of “Transparency and disclosure” and “Strength of auditing and reporting standards” indicators enters the final index.
j Mean of “Rights of shareholders” and “Protection of minority shareholders’ interest” indicators enters the final index.
k Mean of “Per cent of individuals who borrow from a financial institution” and “Percentage difference between female and male who have borrowed from a financial institution” enters the final index.
l Mean of “Per cent of individuals that save at a financial institution” and “Percentage difference between female and male that have saved at a financial institution” enters the final index.
m Mean of “Labour force participation rate” and “Percentage change between female and male labour force participation rate” enters the final index.
n Mean of “Unemployment rate” and “Percentage difference between youth and adult unemployment rate” enters the final index.
o Mean of “Per cent of individuals that hold a bank account” and “Percentage difference between youths and adults that hold a bank account” enters the final index.