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NCBNational Capability Benchmark
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Challenge the benchmark

Choose a score and give the benchmark a specific reason to reconsider it.

When you submit, the form attaches the current score and confidence for the country and capability you chose.

Submissions are public and start as awaiting review. A maintainer can add a response and signature after review.

Where does Malaysia stand on Coordination?

Dataset 9.3.0

This page reads one capability from the published data and is recomputed with every release. It separates what Malaysia does, which makes the score, from what the country has, which sits beside the score, and places the country among the 10 countries at the nearest income. The text describes the data and recommends no policy.

What does the score rest on?

Score86.1Confidence0.41thin evidence

Confidence is in the thin band, so the score rests on little evidence.

The Coordination score is the equal-weight mean of the positions of three indicators on a 0 to 100 scale that every country sets together. Confidence measures the evidence behind the score and sits beside it as a second number.

The Coordination score tracks GDP per capita at r = 0.53 across 123 countries.

Observed indicators

  • Border compliance time to export

    28 hours

    World Bank (TRD.ACRS.BRDR.EXPT.BRDR.COMP.HR.DB1619), 2019

    Position on the scale89.5Peer median91.010 peers with a value
  • Budget execution fidelity

    103 percentage points from approved budget

    World Bank (GF.XPD.BUDG.ZS), 2024

    Position on the scale93.7Peer median74.39 peers with a value
  • Civil society strength

    0.76 index 0-1

    V-Dem (v2x_cspart), 2025

    Position on the scale75.1Peer median76.110 peers with a value

No comparable source yet, so lowering confidence: university-industry collaboration and public-private collaboration.

No condition is published beside Coordination in this release, so the page shows only the indicators that make the score.

Where does Malaysia sit among its peers?

The peers are the 10 countries at the nearest income. Income is GDP per capita at purchasing power parity, in constant international dollars, for the latest year the World Bank publishes, and distance is measured on a log scale, where half and double are equally far. No country is picked by hand, and the set changes when the data does.

In this release peer income runs from US$ 30,863 to US$ 40,690, and Malaysia has US$ 35,461 (2025).

  • Solid ring: usable or good evidence
  • Broken ring: thin evidence, opening further as confidence falls
  • The shaded band is the middle half of the set and the line inside it is the median.
  • Latvia: 87.1
  • Malaysia: 86.1
  • Bulgaria: 85.0
  • Trinidad and Tobago: 84.8
  • Chile: 84.5
  • Uruguay: 81.5
  • Greece: 76.5
  • Panama: 75.6
  • Turkey: 65.7
  • Kazakhstan: 64.6
  • Slovakia: 64.6

What separates Malaysia from its peers?

Malaysia scores 86.1 on Coordination, above the median of the 10 scored peers, which is 79.

Indicators placed above the peer median on the scale: budget execution fidelity.

Indicators placed below the peer median on the scale: border compliance time to export and civil society strength.

Each sentence compares one position with one median. Why a difference exists, and what to do about it, lie outside this data.

What this reading does not show

  • A national score is a coarse proxy. A capability forms in firms, cities, networks and groups below the level of the country, and a national average only describes the conditions they work in.
  • Peers share income and nothing else. Size, production structure, region and political regime are outside the rule, and a set of 10 countries can change with any revision to GDP.
  • An r reads the whole set at once and says nothing about one country alone. A correlation does not show a cause either.
  • The known artefacts that bear on Coordination, described on the limits page: artefact A3, artefact A6, artefact A12.
  • And the ones every score in the benchmark carries: artefact A8, artefact A10.