Governance & Integrity

Official statistics & data capacity

Changing economies, falling survey response and political pressure are straining national statistics, weakening budgets, crisis response and creditor confidence where the coverage, timeliness and independence of official data do not keep pace.

Attention Share over time

GINC's attention score, worldwide and in each region: 100 is this trend's own three-year average in each place, as an 8-week average.

Regional Attention

By region

This trend’s share of all the attention the 250 trends draw in each region, and its rank there.

Latin America & Caribbean

0.40%

0.38%

0.19%

139

0.14%

0.11%

152

0.11%

126

0.04%

239

0.02%

225

0.02%

209

0.01%

237

0.01%

233

By country

This trend’s share of all the attention the 250 trends draw in each country, and its rank there: the 12 highest of 48.

1.4%

0.81%

0.48%

0.46%

0.42%

0.40%

0.35%

0.22%

0.20%

0.17%

0.16%

0.13%

136

The ten trends most like this one: each one's share of attention over the period chosen, largest first, and over three years.

Corruption & state capture

Executive overreach & emergency powers

Illicit finance & beneficial ownership

Rule of law & judicial independence

State capacity & delivery

Fiscal rules & budget credibility

Digital public infrastructure

Civil service capability & pay

Public-sector AI adoption

Adaptive regulation

1.7%

0.75%

0.62%

0.43%

0.27%

0.07%

0.05%

0.04%

0.03%

Scenario Relevance

A trend is relevant to a GINC Scenario where it changes how likely the scenario is, how hard it lands, or is itself sharply changed by it. Each trend is graded against every scenario on a seven-point scale from Nil to Critical.

Downside scenarios

Scenario	Relevance
S02 A global funding seizure reaches sovereign balance sheets Economic and trade	Moderate
S08 An AI deployment step causes abrupt labour displacement Technology and infrastructure	Low
S10 A novel respiratory pathogen exceeds health surge capacity Health	Low
S05 A disputed transfer of power breaks effective government Geopolitical and security	Very low
S06 Two breadbasket failures trigger a food availability crisis Energy, climate and resources	Very low
S07 A major disaster disables the national economic core Energy, climate and resources	Very low
S01 Critical trade divides into rival blocs Economic and trade	Nil
S03 A regional war closes a globally important sea route Geopolitical and security	Nil
S04 Hybrid coercion ends in an infrastructure blackout Geopolitical and security	Nil
S09 A cryptographic breakthrough invalidates digital trust Technology and infrastructure	Nil

Upside scenarios

Scenario	Relevance
S11 A creditor agreement releases fiscal capacity Economic and trade	Moderate
S18 A public service platform reaches inclusive operation Technology and infrastructure	Low
S16 A validated farming package raises water-efficient output Energy, climate and resources	Very low
S19 Affordable preventive treatments reduce chronic illness Health	Very low
S20 A live outbreak proves rapid distributed pandemic defence Health	Very low
S12 A cross-regional market access compact redirects investment Economic and trade	Nil
S13 A great-power agreement lowers economic security barriers Geopolitical and security	Nil
S14 A verified Middle East settlement restores access Geopolitical and security	Nil
S15 Cheap firm clean power becomes available at scale Energy, climate and resources	Nil
S17 AI-directed research produces a reproducible discovery step Technology and infrastructure	Nil