- Raw value
- 11224.2articles per million people
- Year
- 2023. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IP.JRN.ARTC.SC)
- History
Finland
Strongest usable evidence: Trust, at 89.7. Raise Building first, at 41.0. Experimentation needs more evidence: confidence is 0.33.
Raise, lowest first
| Dimension | Confidence | Score |
|---|---|---|
| Building | 0.57 | 41.0 |
Measure before managing
| Dimension | Confidence | Score |
|---|---|---|
| Experimentation | 0.33 | 51.6 |
| Coordination | 0.39 | 86.7 |
| Shared Purpose | 0.42 | 65.6 |
These lists are the country's capability agenda, computed from the scores. Read the full agenda. It names comparable evidence from other countries and the 18 gaps in the registry.
Why this country is included: Small state with an institutionalized foresight function and strong measured learning.
Read Finland beside up to three other countries, down to the indicator behind every row.
- Usable or good evidence
- Thin evidence, hollow point. The dashes open further as confidence falls.
- The point still sits at the score, because confidence never moves it.
- Click any axis to see every country on that dimension.
A score from 0 to 100 is a position inside the frame that all the benchmark countries set: zero is the weakest on a dimension and 100 is the strongest. A score of 10 puts a country near the floor of that frame and does not mean 10 percent of a capability.
| Trust | 0.50 | 5 of 7 | 0.85 | no trend | no data | no estimate | |
| Coordination | 0.39 | 3 of 5 | 0.81 | no trend | no data | no estimate | |
| Anticipation | 0.46 | 2 of 4 | 0.96 | +1.8(2) | 89.0 | +4.1 | |
| Learning | 0.55 | 3 of 4 | 0.81 | no trend | no data | no estimate | |
| Agency | 0.56 | 4 of 5 | 0.75 | no trend | no data | no estimate | |
| Shared Purpose | 0.42 | 3 of 6 | 0.92 | +5.8(2) | 74.0 | +8.4 | |
| Adaptability | 0.62 | 4 of 6 | 1.00 | no trend | no data | no estimate | |
| Experimentation | 0.33 | 4 of 9 | 0.81 | -6.3(3) | no data | no estimate | |
| Building | 0.57 | 4 of 6 | 0.90 | -1.5(3) | no data | no estimate |
How to read this page
Each dimension has a score from 0 to 100. It shows where this country sits among all 125 countries in the comparison frame, not a percentage. Confidence sits beside the score. A dashed radar edge and hollow point mean the evidence is thin. The records below show each indicator, its raw value, year and source.
A panel estimate, when present, is a separate judgment about what the indicators miss. It does not change the score or confidence. The panel's provenance is shown beside the estimate.
- direct capability measuredirect capability measure Measures the thing itself.
- capability inputcapability input Measures something that supports the capability.
- downstream outcomedownstream outcome Measures a result that usually follows from the capability.
- perception proxyperception proxy Records what people or experts say, not what they did.
Confidence
- very thin0.00 to 0.25
The score rests on one or two indicators. Do not quote it on its own.
- thin0.25 to 0.45
A minority of indicators, or evidence old enough to have moved. Read with care.
- usable0.45 to 0.65
Enough evidence to compare countries, with known holes.
- good0.65 and above
Most indicators observed, recent, from official or intergovernmental sources.
A row marked no dataset exists is a gap: the benchmark wants data that nobody publishes. A retired row has a source this project chose not to use. Both reduce confidence. The glossary defines each term, and the limits page lists where these numbers are known to be wrong about the world.
Anticipation
How capable is the country of identifying and preparing for emerging change?
+1.8 over 10 years, from 83.1 in 2016 to 84.9 on 2 indicators seen in both years.
Trends use fewer indicators than the current score and use today's frame. A longer span reaches further back.
- Raw value
- 90.371index 0-100
- Year
- 2024. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IQ.SPI.OVRL)
- History
Government foresight capacity
direct capability measureno dataset exists, 1 record- Raw value
- no dataindex 0-100
- Year
- no data
- Normalized
- no data
- Source
- none
- History
- no data
Note: No comparable international dataset. OECD and UN work is descriptive, not scored. Envisioning would have to build this.
Long-horizon research commitments
direct capability measureno dataset exists- Raw value
- no data% of new grants
- Year
- no data
- Normalized
- no data
- Source
- none
- History
- no data
Note: Redefined 2026-10-02 (D152). The row asked for the share of R&D spending classed as basic research, which is the make-up of a spending stock, the construct D142 retired business R&D share for. OECD MSTI publishes that share for its members only, and UNESCO UIS no longer serves R&D by type of research (construct audit, 2026-10-02). The behaviour behind it is a funder committing to a horizon: a grant awarded for five years or more is a decision to wait for a result. Untried: no memo has triaged a grant register. National funders publish award lists one by one with their own durations, and commercial grant aggregators fail the inspectability rule. Wireable on a grant-level register with award and end dates, on one definition of a competitive public grant, for half the frame or more.
Conditions, not scored
What the country has to work with on this capability. The values are shown as the source published them and are not part of the score, the confidence or the trend. The rank counts the countries with a value, best first.
R&D expenditureWorld Bank (GB.XPD.RSDV.GD.ZS), 2023
3.1 % of GDP, rank 10 of 118. Gross domestic expenditure on research and development as a share of GDP.
A condition, not scored: money committed to research is what a country spends, and spending it does not show the country reads the future well (D122).
Researchers in R&DWorld Bank (SP.POP.SCIE.RD.P6), 2023
8,315 per million people, rank 5 of 114. Full-time-equivalent researchers per million people.
A condition, not scored: a standing stock of people who could investigate is what a country has, not a record of what they found (D122). Correlates with income but survives size normalization.
Secure internet serversWorld Bank (IT.NET.SECR.P6), 2024
177,934 per million people, rank 6 of 125. Servers using encryption in internet transactions, per million people.
A condition, not scored: a diffusion stock of digital adoption that money buys, not an act of anticipation (D122). Spans four orders of magnitude, so its rank is read on the published value and its correlations on the logged one.
Evidence for missing indicators
Each record describes a case the indicators above cannot see. It does not affect the score or confidence because one case is not comparable across countries. A gap can become an indicator when a comparable series covers at least two countries.
Government Report on the Future and the parliamentary Committee for the Future
Every Finnish government since 1993 has submitted a Report on the Future to Parliament, answered by a standing Committee for the Future; Part I of the Orpo government's report, a 20-year scenario process prepared jointly by all ministries and informed by 40 dialogues on Finland's future, was submitted on 18 September 2025.
20 years ahead, scenario horizon of part i of the government report on the future, 2025-09-18. 40 dialogues, dialogues on finland's future organised for the report, 2025. Finnish Government, Prime Minister's Office, Foresight and work on the future, retrieved 2026-10-01.
How it worked: The Prime Minister's Office coordinates an interministerial foresight working group that drafts a scenario report once per electoral term, and Parliament's Committee for the Future answers it, so foresight is a recurring duty of both branches rather than a project.
Limits: Both numbers describe the process, not its effect: a 20-year horizon and 40 dialogues show the report was made, not that any decision changed because of it. The construct asks for existence, mandate and continuity, and the strongest evidence of continuity, one report every electoral term since 1993, is stated by the Prime Minister's Office as a practice; the source does not list each report, so the count of reports since 1993 is not given here. The figures are the government describing its own work. The parliament page states that the Committee for the Future is standing and was established in 1993, and it renders by script, so a reader without JavaScript sees an empty page although the text is in the delivered data. Finnish foresight is widely cited abroad, but praise is not evidence and is not used here.
Panel estimate, round 2, how this layer works
- 90.0 institutionalist@claude-opus-5-5, self-confidence 0.55
I hold at 90: the Committee for the Future, the statutory Government Report on the Future each term, Sitra and the National Emergency Supply Agency are anticipatory institutions that outlast governments, which is the missing foresight row in direct form. Panelist C agrees on the institutions and marks down for the article row, which I already discounted.
- 89.0 bottom_up@claude-opus-5-5, self-confidence 0.55
The Committee for the Future, the per-term Government Report on the Future, Sitra and decades of security of supply stockpiling fill the foresight gap with direct evidence. C credits the same institutions at 80 without saying what is missing from them; I hold near 90, trimming one point for the unmeasured link from foresight to budget.
- 85.0 wealth_sceptic@claude-sonnet-5-5, self-confidence 0.45
A and B make a point I cannot answer: the Committee for the Future, the mandatory Government Report on the Future and decades of stockpiling are institutionalised foresight acted on, not bought, which is direct evidence for the empty foresight row. I move up from 80 but stay below 90 because the evidence is cited, not measured.
Agency
How able are individuals and organizations to turn an intention into action?
No trend is shown because too few indicators have values at both ends. The rows below still show the available history.
- Raw value
- 5.971per 1,000 aged 15-64
- Year
- 2024. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IC.BUS.NDNS.ZS)
- History
- Raw value
- 13days
- Year
- 2019. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IC.REG.DURS.MA.DY)
- History
- Raw value
- 3count
- Year
- 2019. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IC.REG.PROC.MA.NO)
- History
Adults doing digital tasks
direct capability measureno dataset exists- Raw value
- no data% of adults
- Year
- no data
- Normalized
- no data
- Source
- ITU / UNESCO UIS (SDG 4.4.1, ICT skills by type)
- History
- no data
Note: Redefined 2026-10-02 (D152). The row asked whether adults can perform standard digital tasks, which reads a skill level, the kind of stock D122 moved out of the scores with internet users. It now counts the act: a person who did the task. It is not the internet users condition beside it, which counts access. Candidate: ITU ICT skills by type (SDG 4.4.1) through the UNESCO UIS API, probed 2026-10-02. Sent a message with an attached file reaches 33 of the 53 countries then in the frame, 25 at 2018 or later, with no United States, India or China and most of Africa and Central America missing; two other task items reach 31 and 16. The items are self-reported and the task list has changed between rounds. Wireable on one task observed for half the frame or more at 2018 or later.
- Raw value
- 7.8mean 1-10
- Year
- 2022. The rail runs from 1960 to 2026.
- Normalized
- Source
- Joint EVS/WVS (A173)
- History
- one year
Conditions, not scored
What the country has to work with on this capability. The values are shown as the source published them and are not part of the score, the confidence or the trend. The rank counts the countries with a value, best first.
Individuals using the internetWorld Bank (IT.NET.USER.ZS), 2024
93.7 % of population, rank 22 of 125. Share of the population that used the internet in the last three months.
A condition, not scored: access to the basic tool of modern agency is what people have to act with, not a record of them acting (D122). Saturates near 95%, which compresses the top of the range.
Financial account ownershipWorld Bank (FX.OWN.TOTL.ZS), 2024
99.8 % aged 15+, rank 1 of 122. Adults with an account at a bank or mobile money provider.
A condition, not scored: holding an account is the precondition for almost any economic action, not the action (D122). Global Findex, published every three years.
Credit to the private sectorWorld Bank (FS.AST.PRVT.GD.ZS), 2024
92 % of GDP, rank 21 of 124. Domestic credit provided to the private sector by financial corporations.
A condition, not scored: financial depth is a stock of money available to actors, not what they do with it (D122). High values can also signal a credit bubble, so more is not always better.
Coordination
How effectively can independent actors organize around shared objectives?
No trend is shown because too few indicators have values at both ends. The rows below still show the available history.
Government effectiveness
perception proxyretired, see notes- Raw value
- no dataz-score -2.5 to 2.5
- Year
- no data
- Normalized
- no data
- Source
- World Bank (GOV_WGI_GE.EST)
- History
- no data
Note: Retired 2026-08-26. The WGI aggregate the opinions of experts and firms, and in this set the four WGI series correlate with each other between 0.93 and 0.98 while correlating with log GDP per capita at 0.91. That is one perception of national wealth counted in three dimensions. Cross-agency delivery records are the replacement and they are a declared gap. See D23 and A4.
Regulatory quality
perception proxyretired, see notes- Raw value
- no dataz-score -2.5 to 2.5
- Year
- no data
- Normalized
- no data
- Source
- World Bank (GOV_WGI_RQ.EST)
- History
- no data
Note: Retired 2026-08-26. Same measurement as government effectiveness, filed under a different name, correlating with it above 0.93. See D23 and A4.
Logistics performance
perception proxyretired, see notes- Raw value
- no dataindex 1-5
- Year
- no data
- Normalized
- no data
- Source
- World Bank (LP.LPI.OVRL.XQ)
- History
- no data
Note: Retired 2026-08-26. The LPI is a survey of international freight forwarders, so it records how a country looks to global logistics firms. A small country with a small port scores low whatever its state can organise, which is artefact A9. Container throughput and border time are observable and stay. See D23.
- Raw value
- 36hours
- Year
- 2019. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (TRD.ACRS.BRDR.EXPT.BRDR.COMP.HR.DB1619)
- History
- Raw value
- 89.214percentage points from approved budget
- Year
- 2022. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (GF.XPD.BUDG.ZS)
- History
University-industry collaboration
direct capability measureno dataset exists, 1 record- Raw value
- no dataindex 0-100
- Year
- no data
- Normalized
- no data
- Source
- Global Innovation Index
- History
- no data
Note: GII carries it, but the underlying item is a WEF executive opinion survey whose microdata is not inspectable. Excluded on principle 4.
- Raw value
- 0.948index 0-1
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- V-Dem (v2x_cspart)
- History
- one year
Public-private collaboration
direct capability measureno dataset exists, 1 record- Raw value
- no dataindex 0-100
- Year
- no data
- Normalized
- no data
- Source
- none
- History
- no data
Note: No comparable dataset. PPP investment databases measure infrastructure finance, not collaboration capacity.
Behavioral check, not scored
Each number below is published beside the score and stays out of it. It is not in the frame, the average, the indicator count or the confidence.
Customs clearance time for exportsWorld Bank (IC.CUS.DURS.EX), 2025
1.64 days, lower is better. Average number of days to clear direct exports through customs, as reported by manufacturing firms that export directly, in the World Bank Enterprise Surveys.
Days a manufacturer that exports directly says its goods took to clear customs, from the World Bank Enterprise Surveys. It is the time the border took on firms' own shipments, current where the Doing Business border time this capability scores is frozen at 2019. It is not scored for two reasons. The number of firms behind each country's figure is published only in the survey microdata, and on a proxy from the published tables 37 of the 53 countries in the frame when it was checked clear 30 exporting firms; Mexico, the Philippines, Israel and nine others may not. And the question changed: surveys fielded from 2024 also ask how long release took across all border agencies, and drop an answer where customs alone took longer, so a country surveyed on both sides of the change can move severalfold with nothing at its border changing. India reads 17.3 days in 2022 and 2.5 in 2025, on more than 9,000 firms each time. No country in the frame has two surveys on the new questionnaire yet. Income is not why it is left out: it barely tracks log GDP per capita.
Evidence for missing indicators
Each record describes a case the indicators above cannot see. It does not affect the score or confidence because one case is not comparable across countries. A gap can become an indicator when a comparable series covers at least two countries.
Strategic Centres for Science, Technology and Innovation (SHOKs), terminated in 2015
Finland ran six Strategic Centres for Science, Technology and Innovation from 2008, company-form consortia of firms, universities and research institutes funded about 60 percent by Tekes, with funding of EUR 88 million in 2014; the Sipilä government's austerity programme ended the earmarked funding at the end of 2015 and the programme was closed, with the last Tekes-funded projects wound down between 2016 and 2018.
88,000,000 euros, shok funding for industry-academia knowledge transfer, 2014. 6 centres, shok companies operating before termination, 2014. OECD STIP Compass, Knowledge Transfer and Policies project: Case study on the policy mix for science-industry knowledge transfer in Finland (Halme et al., 4Front and Gaia Consulting with Business Finland), Box 1, retrieved 2026-10-02.
How it worked: The state made long-term, multi-year research programmes conditional on firms, universities and institutes owning a joint company and co-writing its research strategy, with the innovation agency paying the majority share. The structure held collaboration together only while the earmarked public share kept flowing.
Limits: The figure is inside a PDF (page 12, Box 1). The case study is hosted by the OECD as a country contribution to its knowledge-transfer project, but it was written by Finnish consultants with a Business Finland co-author, so it is the funder's side of the story rather than an OECD assessment. The EUR 88 million is one year's funding and the source does not say whether it is Tekes money alone or the full public and private budget; the same box says Tekes covered on average 60 percent. Funding is an input: the source carries no count of joint projects, firms or outcomes. The end was a budget decision, not a judgement that the centres failed: the same document says two of the six SHOKs (DIMECC and CLIC) continued as open innovation companies owned by firms, universities and institutes, and that ecosystem funding moved to Business Finland's Growth Engine instrument, so collaboration capacity was partly redeployed rather than wholly lost. The 2013 external evaluation the case study cites (Licence to SHOK?) was openly critical of the programme's governance and its limited commercial and scientific impact. The same PDF dates the programme's start to 2006-2007 in Box 4 and to 2008 in Box 1; started follows Box 1.
Finnish Trust Network for strong electronic identification
From May 2017 Finland's Trust Network obliged banks and mobile operators issuing strong electronic identification to let brokers resell their authentications at a regulated maximum price, cut to 3 cents in 2019, and mediated authentication events rose from an estimated 20 million in the second half of 2019 to about 60 million in the first half of 2020.
60,000,000 authentication events in the half-year, authentication events mediated through trust network brokers (estimate), 2020-H1. 3 euro cents, maximum regulated wholesale price per mediated authentication (from 2019), 2020. Traficom (Finnish Transport and Communications Agency) and Finnish Competition and Consumer Authority, Sähköisen tunnistamisen markkinat, Traficomin tutkimuksia ja selvityksiä 2/2021, retrieved 2026-10-02.
How it worked: Parliament and the communications regulator turned bank and mobile-operator credentials into shared national infrastructure by law: providers must sell authentications to licensed brokers at a capped wholesale price, so any public or private e-service can accept every strong credential through one contract, and the state's own Suomi.fi service buys them the same way.
Limits: The volume figures are the regulators' own estimates ('arviolta') built from provider returns that some providers could not separate, and the report says it could not trace a multi-year series; for 2019 it gives only a range of 40 to 80 million. The figures are from 2020 and published in March 2021, so they are dated, and the first half of 2020 overlaps the first months of the pandemic, which also pushed public and private services online. The collaboration was regulatory compulsion as much as partnership: the report says identification providers held at least a weak monopoly over their own credentials before price caps, and the network only worked from 2019 after repeated legislative fixes, with 2020 the first full year of comprehensive brokerage. Bank credentials made up an estimated 85 to 90 percent of mediated events in late 2019, so the system depends on a few banks. The government is building a state digital identity alongside it. Figures are on PDF pages 79 and 80 (printed pages 78 and 79), section 6.5.
Trust
How much cooperation is possible beyond immediate personal networks?
No trend is shown because too few indicators have values at both ends. The rows below still show the available history.
Rule of law
perception proxyretired, see notes- Raw value
- no dataz-score -2.5 to 2.5
- Year
- no data
- Normalized
- no data
- Source
- World Bank (GOV_WGI_RL.EST)
- History
- no data
Note: Retired 2026-08-26. A WGI perception composite correlating with control of corruption above 0.95 and with log GDP per capita at 0.83. Court throughput and case clearance rates are the observable replacement and are a declared gap. See D23 and A4.
Control of corruption
perception proxyretired, see notes- Raw value
- no dataz-score -2.5 to 2.5
- Year
- no data
- Normalized
- no data
- Source
- World Bank (GOV_WGI_CC.EST)
- History
- no data
Note: Retired 2026-08-26. A WGI perception composite. It measures reputation for corruption, which is not the same thing as corruption, and it tracks income closely. Prosecution and audit records are the observable replacement and are a declared gap. See D23 and A4.
- Raw value
- 485days
- Year
- 2019. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (ENF.CONT.DURS.DY)
- History
- Raw value
- 0.242% of firms
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IC.FRM.BRIB.ZS)
- History
- Raw value
- 3.801scale 0-4 (never to always)
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- V-Dem (v2jucomp_osp)
- History
- one year
Intentional homicide rate
downstream outcomeretired, see notes- Raw value
- no dataper 100,000 people
- Year
- no data
- Normalized
- no data
- Source
- World Bank (VC.IHR.PSRC.P5)
- History
- no data
Note: Added 2026-08-26 by D23 as the observable replacement for two retired WGI perception composites, and retired 2026-08-27 by D44 when the diagnostic built in D42 measured what it was doing. It raised this dimension's correlation with log GDP per capita by 0.288, from 0.096 to 0.385, the largest single wealth contribution anywhere in the model. It was added to fix wealth contamination and it was the wealth contamination. The dataset is sound and the objection is to what it measures here: homicide is driven heavily by organised crime, a society can be physically safe while trusting very little, and across this country set the variation it carries is mostly income. Behavioural trust measures remain a gap.
- Raw value
- 68.4% agreeing
- Year
- 2022. The rail runs from 1960 to 2026.
- Normalized
- Source
- Joint EVS/WVS (A165)
- History
- one year
Trust in public institutions
perception proxyno dataset exists- Raw value
- no data% expressing confidence
- Year
- no data
- Normalized
- no data
- Source
- OECD Trust Survey / WVS
- History
- no data
Note: The OECD survey covers members only. Mixing it with WVS items for India and South Africa would break comparability. The Joint EVS/WVS confidence battery (E069) reaches 37 countries from one release, and confidence in the courts (E069_17) is published beside Trust as a check under this id rather than scored: every item of the battery tested (courts, civil service, police, parliament and government) reads higher in the closed and electoral autocracies of the frame than in its democracies, which is deference as much as confidence (A13). The gap stays open for a measure that does not reward a court that cannot rule against the state. See D132.
- Raw value
- 60.1% expressing trust
- Year
- 2022. The rail runs from 1960 to 2026.
- Normalized
- Source
- Joint EVS/WVS (G007_34_B)
- History
- one year
Court case clearance rate
downstream outcomeno dataset exists- Raw value
- no data% of incoming cases
- Year
- no data
- Normalized
- no data
- Source
- CEPEJ / OECD / national court statistics
- History
- no data
Note: Whether a court finishes what it starts, counted from case records rather than asked in a survey. D23 named it as the observable replacement for the two retired WGI composites and it has stayed unfilled since. CEPEJ publishes it for Council of Europe members and OECD for its own members, so no single publisher reaches this country set, and a harmonised series needs the project second source adapter. See D57.
Behavioral check, not scored
Each number below is published beside the score and stays out of it. It is not in the frame, the average, the indicator count or the confidence.
Confidence in the courtsJoint EVS/WVS (E069_17), 2022
19.8 % a great deal, higher is better. Share of survey respondents saying they have a great deal of confidence in the justice system and courts, of the four answers a great deal, quite a lot, not very much and none at all, in the Joint EVS/WVS 2017 to 2022 survey round.
Confidence in the courts is the public half of what this capability asks: whether people expect the rules to be enforced when a stranger breaks them. It is not scored because the survey answer reads two things the number cannot tell apart. Where courts are independent, confidence is a judgment of how they perform. Where they answer to the state, it is also deference, and saying otherwise to an interviewer has a cost. In this frame the pattern runs the wrong way. India, the Philippines and Indonesia, all electoral autocracies in the V-Dem 2025 classification, lead on the share saying a great deal, and Vietnam and China, the two closed autocracies surveyed, lead once quite a lot is counted too. The ten electoral autocracies average 21.8 percent saying a great deal and the two closed autocracies 28.1, against 13.6 for liberal and 8.4 for electoral democracies. Scored, it would rank highest the states whose courts are least able to rule against them. Income is not why it is left out: the share correlates about -0.18 with log GDP per capita. The value is the share saying a great deal; the share saying quite a lot is in the source note.
Learning
How effectively does the country acquire, distribute, and update knowledge?
No trend is shown because too few indicators have values at both ends. The rows below still show the available history.
- Raw value
- 0.796index 0-1
- Year
- 2020. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (HD.HCI.OVRL)
- History
- Raw value
- 46.794% of firms
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IC.FRM.TRNG.ZS)
- History
Adult learning participation
direct capability measureno dataset exists, 2 records- Raw value
- no data% of adults
- Year
- no data
- Normalized
- no data
- Source
- Eurostat / OECD PIAAC
- History
- no data
Note: The best available measure of continuous learning capacity, and it exists only for European and OECD members.
- Raw value
- 1.828ratio to world average
- Year
- 2021. The rail runs from 1960 to 2026.
- Normalized
- Source
- OpenAlex (citation_normalized_percentile.is_in_top_10_percent)
- History
- one year
Conditions, not scored
What the country has to work with on this capability. The values are shown as the source published them and are not part of the score, the confidence or the trend. The rank counts the countries with a value, best first.
Tertiary enrolmentWorld Bank (SE.TER.ENRR), 2024
110 % gross, rank 4 of 124. Gross enrolment ratio in tertiary education.
A condition, not scored: enrolment counts people in formal education and records nothing learned (D122).
Public education expenditureWorld Bank (SE.XPD.TOTL.GD.ZS), 2022
6.4 % of GDP, rank 11 of 125. Government expenditure on education as a share of GDP.
A condition, not scored: public spending on education is a pure input, and learning is what the dimension asks about (D122).
Vocational share of secondaryWorld Bank (SE.SEC.ENRL.VO.ZS), 2018
47.8 % of secondary, rank 2 of 125. Vocational pupils as a share of total secondary enrolment.
A condition, not scored: the share of secondary pupils on a vocational track describes how a school system is built, not what anyone learns in it, and higher is not unambiguously better (D141). It marks a route into skilled work that does not run through university. Learning reads research citation impact, firm training and the human capital index instead.
Evidence for missing indicators
Each record describes a case the indicators above cannot see. It does not affect the score or confidence because one case is not comparable across countries. A gap can become an indicator when a comparable series covers at least two countries.
Finland runs the world's most used public library system under a statutory duty dating to 1928, and in 2024 Finns borrowed 85.4 million items, 15.3 per inhabitant, and visited libraries 50.7 million times.
15.3 loans per person, library loans per inhabitant, 2024. 50,700,000 visits, library visits in the year, 2024. Finnish Ministry of Education and Culture, public library statistics via Libraries.fi, retrieved 2026-08-27.
How it worked: The state made libraries a statutory municipal duty with national subsidy, kept them free by law including reservations and inter-library loans, and municipalities compete on quality, with the flagship in Helsinki placed opposite parliament as a statement.
Limits: Borrowing is reading, not structured adult learning, so the record sits one step from the indicator's construct, which asks about participation in education and training; it is filed because the library statute explicitly assigns libraries a lifelong-learning duty and no better-measured Finnish delivery covers the gap. Loans per head are also falling slowly here as everywhere, and the world-leading claim depends on which countries publish comparable statistics.
Adult education allowance (aikuiskoulutustuki), and its abolition
Finland paid an earnings-related adult education allowance from 2001 so that working adults could take leave to study, reaching 30,124 recipients in 2022 and 32,518 in 2023, until Parliament abolished it in May 2024 with a transition under which the allowance could be granted until 31 December 2025.
30,124 persons, adult education allowance recipients in 2022, the year before the abolition decision, 2022. 32,518 persons, adult education allowance recipients in 2023, the last full year before the abolition took effect, 2023. Finnish Ministry of Finance, Budget Department, memorandum on abolishing the adult education allowance (26 February 2024), retrieved 2026-10-01.
How it worked: Finland's tripartite system funded study leave for experienced workers out of unemployment-insurance contributions, administered by the Employment Fund; the Orpo government then abolished it to cut contributions and public spending, and Parliament passed the repeal in May 2024.
Limits: The allowance financed study leave; it did not measure participation. About 30,000 recipients a year is a small slice of Finland's working-age population, so its abolition moves the indicator's construct (the share of adults in education or training) by at most a little over one percentage point of the workforce, and no survey figure here shows that participation actually fell. The ministry's own memo, written to cost the abolition, notes that about half of recipients already held a higher-education degree and that the benefit reduced labour supply by an estimated 9,400 to 10,500 person-years, so the case for the allowance as a learning-equity tool is contested in the source itself. The 2022 figure is from a Ministry of Finance memorandum, the 2023 figure from the Employment Fund (Työllisyysrahasto), a statutory fund run by the labour-market parties under Financial Supervisory Authority oversight, reporting on its own benefit; the 2023 number was read from an infographic in a PDF. The source does not print the full 2001-2025 recipient series: only 2020-2024 values are printed, in which 2023 is the highest. Applications surged in early 2024 ahead of the cut-off, so the last years overstate steady-state demand. The abolition was a fiscal decision announced in the 2023 government programme, so the record documents a capability ended by choice, not by collapse.
Experimentation
How easily can new approaches be attempted, tested, abandoned, and improved?
-6.3 over 10 years, from 49.0 in 2016 to 42.7 on 3 indicators seen in both years.
-5.8 over 20 years, from 64.1 in 2006 to 58.3 on 2 indicators seen in both years.
Trends use fewer indicators than the current score and use today's frame. A longer span reaches further back.
- Raw value
- 1557per million people
- Year
- 2021. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IP.PAT.RESD)
- History
- Raw value
- 5746per million people
- Year
- 2021. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IP.TMK.RSCT)
- History
- Raw value
- 150per million people
- Year
- 2021. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IP.IDS.RSCT)
- History
- Raw value
- 250463per million people
- Year
- 2026. The rail runs from 1960 to 2026.
- Normalized
- Source
- GitHub Innovation Graph (data/repositories.csv)
- History
- no data
Venture deals
direct capability measureno dataset exists- Raw value
- no dataper million people
- Year
- no data
- Normalized
- no data
- Source
- OECD / national VC associations
- History
- no data
Note: Redefined 2026-10-02 (D152). The id keeps its first name so evidence records, links and published files still resolve. The row asked for venture capital deployed as a share of GDP, a level of financial depth of the kind private credit is (D122). A count of first rounds counts attempts started with outside risk money, which is what this capability asks about, and a large round counts once. Candidates, none wireable: the OECD SME and Entrepreneurship Financing scoreboard carried venture capital for 6 of the 16 countries the frame held on 2026-08-26, as amounts in national currency, latest year 2022, with Brazil, India, South Africa and Singapore absent (D21); national venture capital associations publish counts on their own definitions; commercial deal databases cover the world and are not inspectable (D10). Wireable on an inspectable deal count with one definition of a first round for half the frame or more. Read A1 before treating this dimension as measured.
Early-stage entrepreneurial activity
direct capability measuremissing- Raw value
- no data% aged 18-64
- Year
- no data
- Normalized
- no data
- Source
- Global Entrepreneurship Monitor (APS key indicators, TEA rate)
- History
- no data
Note: From the GEM Adult Population Survey, entered by hand because GEM has no open API. TEA counts every new business, so necessity self-employment scores the same as a funded startup, which is why Chile and Argentina sit above the United States here. Read it as how many people are trying, not as how much value the attempts create. GEM does not run every economy every year: Singapore last took part in 2014 and the recency term marks that value down hard.
Tolerance of entrepreneurial failure
perception proxymissing- Raw value
- no data% not deterred
- Year
- no data
- Normalized
- no data
- Source
- Global Entrepreneurship Monitor (APS key indicators, fear of failure rate)
- History
- no data
Note: Stored as 100 minus the published GEM fear of failure rate, so the direction matches the rest of the registry. GEM measures that rate among adults who already see good opportunities, not among all adults, so the denominator differs from the label. Attitudinal: bankruptcy law and time to discharge would be the observable substitute and are still worth wiring beside it.
Firms through regulatory sandboxes
direct capability measureno dataset exists- Raw value
- no datafirms per million people
- Year
- no data
- Normalized
- no data
- Source
- national regulators
- History
- no data
Note: Redefined 2026-10-02 (D152). The row asked for the number and breadth of live sandboxes, which is a policy stock: a regime can exist with nobody in it. It now counts what passes through: firms a regulator let test under relaxed rules, and firms that came out, authorised, withdrawn or failed. Regulators publish cohort lists and exit reports one by one. The evidence corpus holds 22 records against this row, most of them counts of firms admitted or exited, each on the definition and window of its own regulator, and no register assembles them on one definition (O1 triage sweep, 2026-10-01). A realistic candidate for Envisioning to build from those lists. Wireable on a register that counts admissions and completions on one definition for half the frame or more.
University spinouts
direct capability measureno dataset exists- Raw value
- no dataper million people
- Year
- no data
- Normalized
- no data
- Source
- national TTO associations
- History
- no data
Note: Reported nationally with incompatible definitions of what counts as a spinout.
Business share of R&D
capability inputretired, see notes- Raw value
- no data% of R&D
- Year
- no data
- Normalized
- no data
- Source
- OECD MSTI / RICYT
- History
- no data
Note: Retired 2026-10-02. The only working source, OECD MSTI joined with RICYT for Latin America, covers 34 of the 53 countries then in the frame, but the row reads the make-up of a spending stock: who performs the R&D a country pays for. R&D spending itself is a condition since D122, and the share is high both where business research is large (Israel) and where total research is tiny and one firm dominates it (Thailand). State enterprises count as business, so China and Vietnam read their ownership model. UIS stopped publishing the series in 2023. Firms trying new things are read through patents, trademarks, designs and entrepreneurship instead. See D142.
Adaptability
How effectively can the system respond when circumstances change?
No trend is shown because too few indicators have values at both ends. The rows below still show the available history.
- Raw value
- 9.461% of labour force
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (SL.UEM.TOTL.ZS)
- History
- Raw value
- 25.5% of unemployed
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- ILOSTAT (DF_UNE_TUNE_SEX_AGE_DUR_NB)
- History
- one year
- Raw value
- 0.113index 0-1, lower = more diversified
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- UNCTAD (US.ConcentDiversIndices)
- History
- one year
- Raw value
- 2.72% of products not exported competitively at the start
- Year
- 2024. The rail runs from 1960 to 2026.
- Normalized
- Source
- Harvard Growth Lab (hs92_country_product_year_4.csv (doi:10.7910/DVN/T4CHWJ))
- History
- one year
Disaster preparedness and recovery
direct capability measureno dataset exists, 1 record- Raw value
- no dataindex 0-100
- Year
- no data
- Normalized
- no data
- Source
- INFORM / UNDRR
- History
- no data
Note: No source observes a country preparing for or recovering from a real shock. INFORM publishes its lack of coping capacity apart from hazard and exposure, but that dimension averages government self-assessments and governance perception indices with stocks such as roads, phones and physicians, which is the perception layer D23 retired plus conditions money buys (D122). Sendai and WHO reporting are governments grading themselves. A warning-reach survey item is a check candidate. See the disaster preparedness memo.
Institutional responsiveness
direct capability measureno dataset exists, 1 record- Raw value
- no dataindex 0-100
- Year
- no data
- Normalized
- no data
- Source
- none
- History
- no data
Note: No dataset exists. Measurable in principle from legislative and regulatory timestamps, which no one has assembled comparably.
Conditions, not scored
What the country has to work with on this capability. The values are shown as the source published them and are not part of the score, the confidence or the trend. The rank counts the countries with a value, best first.
Labour force participationWorld Bank (SL.TLF.ACTI.ZS), 2025
79.4 % aged 15+, rank 19 of 125. Share of the working-age population in the labour force.
A condition, not scored: how much of the population is in the labor force at all is what a country has to reallocate, a level set by norms, schooling and age, not a record of it reallocating (D141). Participation norms confound it, especially for India. Adaptability reads reallocation through long-term unemployment and export diversification instead.
Fixed broadband subscriptionsWorld Bank (IT.NET.BBND.P2), 2024
36.5 per 100 people, rank 25 of 125. Fixed broadband subscriptions per 100 people.
A condition, not scored: installed infrastructure is what a country has to change with, not a record of it changing (D122). Penalizes mobile-first countries such as India and South Africa.
Electricity transmission lossesWorld Bank (EG.ELC.LOSS.ZS), 2024
3.7 % of output, rank 5 of 117. Power lost in transmission and distribution, including unbilled use.
A condition, not scored: the state of the grid, and whether its operator can bill what it delivers, is infrastructure a country has to change with, not a record of it changing (D141). Read it beside broadband, the other installed network beside Adaptability.
Informal employmentILOSTAT (DF_SDG_0831_SEX_ECO_RT), 2025
1.5 % of employment, rank 3 of 102. Informal employment as a share of total employment, SDG indicator 8.3.1.
A condition, not scored: how much work carries no contract, registration or social protection describes the labor market a country reallocates through, not it reallocating (D150). Read it beside the unemployment rate: where most work is informal, a person who loses a job takes any work within weeks, so a low rate is not a fluid market. Its direction for Adaptability cannot be defended, since informal work is both the slack that absorbs a shock and the precarity that keeps a worker from moving up, so the rank orders values and is not a verdict. Comparability is weak: the European values come from an income survey (EU-SILC) with a proxy definition, and the rest from labor force or household surveys processed by the ILO. ILOSTAT has no value for the United States, Canada, Australia, Japan, Singapore, Israel, Malaysia, China, the Philippines or Cuba, and some values are old (Haiti and Nicaragua 2012).
Evidence for missing indicators
Each record describes a case the indicators above cannot see. It does not affect the score or confidence because one case is not comparable across countries. A gap can become an indicator when a comparable series covers at least two countries.
Finland requires a shelter in every building above a size threshold, nationwide since 1991, and by 2023 had about 50,500 shelters with places for about 4.8 million people, in a country of about 5.6 million.
4,800,000 places, civil defence shelter places, 2023. 50,500 shelters, civil defence shelters, 2023. Finnish Government, Ministry of the Interior, retrieved 2026-10-01.
How it worked: The state put the cost of protection on construction itself: the Rescue Act obliges owners of large residential and workplace buildings to build a shelter, which peacetime uses as storage, car parks or sports halls on condition it can be cleared within 72 hours.
Limits: Both numbers are rounded by the ministry, which says the decades-long history makes precise register data hard to compile. Places are unevenly spread: the same release puts Helsinki at 34 percent more places than residents and South Ostrobothnia at places for 48 percent of its population, so the national figure overstates rural protection. A place is a built room, not a tested capability; the ministry's later condition review found most shelters in good order but some equipment needing maintenance. Shelters protect against attack and hazardous releases and say little about recovery from floods or pandemics, which the indicator also asks about. 1991 is when the duty became nationwide; designated municipalities built shelters for decades before.
Business Finland disruption funding, 2020
Finland redirected Business Finland, its innovation funding agency, to pay emergency development grants to firms hit by the epidemic, starting from a 700 million euro allocation in the supplementary budget adopted on 26 March 2020, and by 2 September 2020 it had allocated about 912 million euros to 18,770 projects out of 28,715 that applied.
912 million euros (approximately), business finland disruption funding allocated, 2020-09-02. 18,770 projects, projects funded, 2020-09-02. Ministry of Economic Affairs and Employment, press release of 2 September 2020, retrieved 2026-10-02.
How it worked: Rather than build a new aid channel, the government gave its innovation agency new grant instruments and money by supplementary budget, so applications could open within days through an existing online system.
Limits: The ministry is reporting its own agency's grants, and an allocation is a decision, not a payment. The 26 March 2020 supplementary budget and the 700 million euro allocation come from a separate government release (https://valtioneuvosto.fi/en/-//1410877/valtion-rahoitusta-yrityksille-koronavirustilanteessa-vahvistetaan-yritystukiin-miljardi-euroa), not from the source page, and neither page explains how allocations reached 912 million euros against the initial 700 million. Using an R&D agency for emergency aid was fast but loosely targeted: the grants were for 'development' (79 million euros for preliminary analyses and 832 million for development funding), and later reports of recoveries and suspected misuse are not on either page. Neither page shows whether the firms survived or what share of the grants was later recovered.
Building
How capable is the country of turning plans and knowledge into functioning systems?
-1.5 over 10 years, from 26.3 in 2016 to 24.8 on 3 indicators seen in both years.
Trends use fewer indicators than the current score and use today's frame. A longer span reaches further back.
- Raw value
- 14.241% of GDP
- Year
- 2025. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (NV.IND.MANF.ZS)
- History
- Raw value
- 9.285% of manufactured exports
- Year
- 2024. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (TX.VAL.TECH.MF.ZS)
- History
Logistics infrastructure quality
perception proxyretired, see notes- Raw value
- no dataindex 1-5
- Year
- no data
- Normalized
- no data
- Source
- World Bank (LP.LPI.INFR.XQ)
- History
- no data
Note: Retired 2026-08-26. An LPI sub-index, so the same freight-forwarder survey as logistics performance and the same problem. Electricity connection speed stays as the observable infrastructure measure in this dimension. See D23.
- Raw value
- 89.565score 0-100
- Year
- 2019. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (IC.ELC.TIME.DFRN)
- History
- Raw value
- 0.71index
- Year
- 2024. The rail runs from 1960 to 2026.
- Normalized
- Source
- World Bank (EF.EFM.UNIV.XD)
- History
Large project delivery
direct capability measureno dataset exists, 1 record- Raw value
- no data% overrun
- Year
- no data
- Normalized
- no data
- Source
- none
- History
- no data
Note: The single best measure of execution capability and there is no comparable international dataset. Assembling one is a defensible Envisioning project. Building mixes industrial output with state delivery capacity, and this indicator carries the delivery side: the other six indicators cannot see a national programme that was delivered. Documented deliveries are recorded in data/evidence and never scored, see D20.
Firm scale-up rate
direct capability measureno dataset exists- Raw value
- no data% of firms
- Year
- no data
- Normalized
- no data
- Source
- OECD DynEmp
- History
- no data
Note: OECD business dynamics work covers members irregularly. Nothing comparable for India, Brazil or South Africa.
Conditions, not scored
What the country has to work with on this capability. The values are shown as the source published them and are not part of the score, the confidence or the trend. The rank counts the countries with a value, best first.
Output per workerWorld Bank (SL.GDP.PCAP.EM.KD), 2025
120,400 constant 2021 PPP $, rank 14 of 123. GDP per person employed, constant purchasing power parity.
A condition, not scored: output per worker is income per worker, the wealth the benchmark tests capability against, so it is published beside Building as context (D122).
Evidence for missing indicators
Each record describes a case the indicators above cannot see. It does not affect the score or confidence because one case is not comparable across countries. A gap can become an indicator when a comparable series covers at least two countries.
Kehärata airport rail loop, and its cost overrun
The Finnish state, with the City of Vantaa paying part of the cost, began building the Kehärata (Ring Rail Line) through Helsinki Airport in Vantaa in 2009; construction costs came in above estimate, a glycol leak found at the airport took a year to resolve and reset the schedule, passenger service began on 1 July 2015, and the construction cost finally came to 770 million euros.
770 million euros, final construction cost of kehärata, 2020-07. 1 year, delay attributed to resolving the glycol leak at the airport, 2020-07. Väylävirasto (Finnish Transport Infrastructure Agency), news article 'Kehärata on ollut ilonamme jo viisi vuotta', 1 July 2020, retrieved 2026-10-02.
How it worked: The state rail administration and the City of Vantaa cofunded an airport loop tied to new housing zoned along the line; when the cost forecast rose before construction, the ministry renegotiated the cost split and kept the start date, then absorbed a further overrun from ground contamination at the airport.
Limits: The 770 million euro figure is stated by the delivery agency in an anniversary news article ('Hankkeen rakennuskustannukset olivat lopulta 770 miljoonaa euroa'), not taken from an audited final account, and the page flags itself as an old article. The page says only that costs were higher than estimated; the size of the overrun comes from a different source: the Ministry of Transport and Communications release of 10 March 2008 (https://lvm.fi/-/keharadan-kustannukset-ylittyvat-770641) put the forecast at 590 million euros, 75 million more than the estimate before it, so the final cost is about 30 percent above the 2008 forecast and about 50 percent above the earlier one. Those percentages are computed here, and neither source states the price basis, so part of the gap is inflation over 2008 to 2015. The originally planned opening date is not on either page, so the schedule slip is given only as the one year the agency attributes to the glycol problem. The state and the City of Vantaa shared the cost (73 and 27 percent under the original agreement, per the 2008 release). The same article says population growth along the line has been slower than forecast, especially in Kivistö, and that not all of the line's targets had been met by 2020. One line is not a national delivery record.