Longevity Lift
Life expectancy relative to countries with similar measured resources.
Definition
GDP per person is constant-2021 PPP output. Peers have GDP between GDPᵢ / 1.25 and GDPᵢ × 1.25 in 2023. The country itself is excluded. Require at least five other economies with both observations. Subtract the unweighted peer median from life expectancy. Also recompute with factors 1.20 and 1.35; publish all memberships and results.
How to interpret it
This descriptive benchmark is not healthcare efficiency or years caused by policy. GDP is not health spending or household resources. Geography, mortality estimation, population composition, inequality and small-economy effects are not controlled. Band sensitivity is not a confidence interval. A sign-stable label only means the sign agrees across all three adequately populated peer bands.
This is a named diagnostic, not an official statistic, causal model or universal prosperity score. Missing outputs remain unavailable. Source estimates, normative choices and uncertainty are distinct.
All captured results
| Economy | Longevity Lift · years | Life expectancy | Peer median | Peers | Sign stable · 3 bands |
|---|---|---|---|---|---|
| Solomon Islands | 6.4 | 70.5 | 64.1 | 9 | Yes |
| Jordan | 6.1 | 77.8 | 71.7 | 18 | Yes |
| Lebanon | 6.0 | 77.8 | 71.8 | 20 | Yes |
| Honduras | 5.9 | 72.9 | 66.9 | 19 | Yes |
| Kosovo | 5.8 | 78.0 | 72.2 | 28 | Yes |
| Kyrgyz Republic | 5.2 | 72.2 | 67.0 | 18 | Yes |
| Maldives | 5.2 | 81.0 | 75.8 | 25 | Yes |
| Malawi | 5.2 | 67.4 | 62.2 | 7 | Yes |
| Tonga | 5.2 | 72.9 | 67.7 | 16 | Yes |
| Peru | 5.1 | 77.7 | 72.6 | 31 | Yes |
| Nicaragua | 5.1 | 74.9 | 69.8 | 18 | Yes |
| Sri Lanka | 5.1 | 77.5 | 72.4 | 25 | Yes |
| Ecuador | 5.1 | 77.4 | 72.3 | 27 | Yes |
| Vanuatu | 4.9 | 71.5 | 66.6 | 14 | Yes |
| Bangladesh | 4.8 | 74.7 | 69.8 | 15 | Yes |
| Albania | 4.8 | 79.6 | 74.8 | 24 | Yes |
| Tajikistan | 4.8 | 71.8 | 67.0 | 17 | Yes |
| Costa Rica | 4.7 | 80.8 | 76.1 | 23 | Yes |
| Greece | 4.6 | 81.7 | 77.2 | 23 | Yes |
| Chile | 4.4 | 81.2 | 76.7 | 20 | Yes |
| Cabo Verde | 4.2 | 76.1 | 71.9 | 16 | Yes |
| Uganda | 4.2 | 68.3 | 64.1 | 13 | Yes |
| Tunisia | 4.2 | 76.5 | 72.4 | 24 | Yes |
| Iran, Islamic Rep. | 4.1 | 77.7 | 73.5 | 28 | Yes |
| Algeria | 3.9 | 76.3 | 72.3 | 29 | Yes |
| Portugal | 3.9 | 82.3 | 78.5 | 27 | Yes |
| San Marino | 3.8 | 85.7 | 81.9 | 21 | Yes |
| Sudan | 3.7 | 66.3 | 62.6 | 6 | Yes |
| Morocco | 3.6 | 75.3 | 71.7 | 13 | Yes |
| Nepal | 3.5 | 70.4 | 66.9 | 13 | Yes |
| Bosnia and Herzegovina | 3.4 | 77.8 | 74.4 | 27 | Yes |
| Hong Kong SAR, China | 3.4 | 85.2 | 81.8 | 26 | Yes |
| Cambodia | 3.4 | 70.7 | 67.3 | 18 | Yes |
| Armenia | 3.3 | 77.5 | 74.1 | 28 | Yes |
| Colombia | 3.3 | 77.7 | 74.5 | 28 | Yes |
| Ethiopia | 3.2 | 67.3 | 64.1 | 13 | Yes |
| Oman | 3.1 | 80.0 | 76.9 | 24 | Yes |
| Puerto Rico (US) | 2.9 | 81.7 | 78.8 | 29 | Yes |
| Sao Tome and Principe | 2.8 | 69.7 | 66.9 | 18 | Yes |
| Japan | 2.8 | 84.0 | 81.3 | 27 | Yes |
| Spain | 2.6 | 83.9 | 81.3 | 27 | Yes |
| Panama | 2.4 | 79.6 | 77.2 | 25 | Yes |
| Afghanistan | 2.4 | 66.0 | 63.6 | 7 | Unavailable |
| Viet Nam | 2.4 | 74.6 | 72.2 | 26 | Yes |
| Andorra | 2.2 | 84.0 | 81.9 | 25 | Yes |
| China | 2.1 | 78.0 | 75.8 | 25 | Yes |
| Rwanda | 1.9 | 67.8 | 65.9 | 17 | Yes |
| Israel | 1.9 | 83.2 | 81.3 | 27 | Yes |
| Kuwait | 1.9 | 83.2 | 81.3 | 27 | Yes |
| Samoa | 1.9 | 71.7 | 69.8 | 18 | Yes |
| Switzerland | 1.8 | 84.2 | 82.3 | 13 | Yes |
| Senegal | 1.8 | 68.7 | 66.9 | 15 | Yes |
| Brazil | 1.7 | 75.8 | 74.1 | 30 | Yes |
| Antigua and Barbuda | 1.6 | 77.6 | 75.9 | 22 | Yes |
| Montenegro | 1.6 | 77.6 | 75.9 | 22 | Yes |
| Korea, Rep. | 1.6 | 83.4 | 81.8 | 27 | Yes |
| Italy | 1.6 | 83.4 | 81.8 | 29 | Yes |
| Mozambique | 1.6 | 63.6 | 62.0 | 6 | Yes |
| Grenada | 1.6 | 75.2 | 73.6 | 29 | Yes |
| Mauritania | 1.5 | 68.5 | 66.9 | 19 | Yes |
| Malta | 1.5 | 83.4 | 81.8 | 26 | Yes |
| Madagascar | 1.5 | 63.6 | 62.2 | 7 | Yes |
| Sweden | 1.4 | 83.3 | 81.9 | 25 | Yes |
| Argentina | 1.4 | 77.4 | 75.9 | 22 | Yes |
| Uruguay | 1.4 | 78.1 | 76.7 | 22 | Yes |
| Belize | 1.2 | 73.6 | 72.3 | 25 | Yes |
| Australia | 1.2 | 83.1 | 81.8 | 26 | Yes |
| Turks and Caicos Islands | 1.2 | 78.0 | 76.8 | 23 | Yes |
| Thailand | 1.2 | 76.4 | 75.2 | 25 | Yes |
| Paraguay | 1.2 | 73.8 | 72.6 | 28 | Yes |
| Faroe Islands | 1.1 | 83.0 | 81.9 | 21 | Yes |
| United Arab Emirates | 1.0 | 82.9 | 81.9 | 21 | Yes |
| France | 1.0 | 82.8 | 81.8 | 27 | Yes |
| Barbados | 1.0 | 76.2 | 75.2 | 23 | Yes |
| Gambia, The | 0.9 | 65.9 | 64.9 | 15 | Yes |
| Timor-Leste | 0.8 | 67.7 | 66.9 | 15 | Yes |
| Curacao | 0.7 | 76.8 | 76.1 | 21 | Yes |
| Pakistan | 0.7 | 67.6 | 67.0 | 16 | Yes |
| Slovenia | 0.6 | 81.9 | 81.3 | 27 | Yes |
| Norway | 0.6 | 83.0 | 82.4 | 7 | Unavailable |
| Iceland | 0.6 | 82.5 | 81.8 | 22 | Yes |
| Kiribati | 0.6 | 66.5 | 65.9 | 17 | Yes |
| Tanzania | 0.6 | 67.0 | 66.4 | 16 | Yes |
| Belgium | 0.5 | 82.4 | 81.9 | 25 | No |
| Comoros | 0.5 | 66.8 | 66.2 | 16 | Yes |
| Estonia | 0.5 | 78.8 | 78.3 | 27 | Yes |
| Bhutan | 0.5 | 73.0 | 72.5 | 26 | No |
| Ukraine | 0.4 | 73.4 | 73.0 | 29 | No |
| Micronesia, Fed. Sts. | 0.4 | 67.2 | 66.8 | 13 | Yes |
| Uzbekistan | 0.3 | 72.4 | 72.1 | 18 | Yes |
| India | 0.3 | 72.0 | 71.7 | 13 | Yes |
| Guatemala | 0.2 | 72.6 | 72.4 | 24 | Yes |
| Croatia | 0.2 | 78.5 | 78.3 | 27 | Yes |
| Macao SAR, China | 0.2 | 83.2 | 83.0 | 7 | Unavailable |
| New Zealand | 0.2 | 81.8 | 81.6 | 28 | Yes |
| Slovak Republic | -0.0 | 78.1 | 78.1 | 28 | No |
| Serbia | -0.0 | 76.1 | 76.2 | 23 | No |
| Malaysia | -0.1 | 76.7 | 76.8 | 25 | Yes |
| Cyprus | -0.1 | 81.6 | 81.8 | 29 | Yes |
| El Salvador | -0.2 | 72.1 | 72.3 | 21 | Yes |
| Ireland | -0.2 | 82.8 | 83.1 | 6 | Yes |
| Zambia | -0.3 | 66.3 | 66.6 | 16 | Yes |
| Iraq | -0.3 | 72.3 | 72.6 | 25 | No |
| Austria | -0.3 | 81.8 | 82.1 | 26 | Yes |
| Denmark | -0.4 | 81.8 | 82.1 | 22 | Yes |
| Turkiye | -0.4 | 77.2 | 77.6 | 25 | Yes |
| Netherlands | -0.5 | 81.9 | 82.4 | 21 | Yes |
| Tuvalu | -0.5 | 67.1 | 67.6 | 17 | No |
| United Kingdom | -0.6 | 81.2 | 81.8 | 29 | Yes |
| Finland | -0.6 | 81.6 | 82.2 | 28 | Yes |
| Qatar | -0.7 | 82.4 | 83.1 | 6 | Yes |
| Bermuda | -0.7 | 82.3 | 83.0 | 5 | Yes |
| Mexico | -0.8 | 75.1 | 75.8 | 25 | Yes |
| Myanmar | -0.8 | 66.9 | 67.7 | 18 | Yes |
| Canada | -0.8 | 81.6 | 82.4 | 32 | Yes |
| Azerbaijan | -0.8 | 74.4 | 75.3 | 24 | Yes |
| Suriname | -0.8 | 73.6 | 74.5 | 30 | Yes |
| North Macedonia | -0.8 | 75.3 | 76.2 | 24 | Yes |
| Jamaica | -0.8 | 71.5 | 72.3 | 21 | Yes |
| Papua New Guinea | -0.9 | 66.1 | 67.0 | 13 | Yes |
| Haiti | -0.9 | 64.9 | 65.9 | 15 | Yes |
| Seychelles | -1.0 | 75.4 | 76.4 | 22 | Yes |
| Congo, Dem. Rep. | -1.0 | 61.9 | 62.9 | 6 | Yes |
| Bahrain | -1.1 | 81.3 | 82.4 | 33 | Yes |
| Djibouti | -1.1 | 66.0 | 67.1 | 19 | Yes |
| Bulgaria | -1.2 | 75.8 | 77.0 | 26 | Yes |
| Mongolia | -1.3 | 72.1 | 73.4 | 29 | Yes |
| Guinea-Bissau | -1.3 | 64.1 | 65.4 | 14 | Yes |
| Germany | -1.4 | 81.0 | 82.4 | 25 | Yes |
| Liberia | -1.4 | 62.2 | 63.6 | 7 | Yes |
| Congo, Rep. | -1.6 | 65.8 | 67.4 | 18 | Yes |
| Indonesia | -1.6 | 71.1 | 72.8 | 28 | Yes |
| Georgia | -1.6 | 74.5 | 76.1 | 25 | Yes |
| Poland | -1.7 | 78.3 | 79.9 | 30 | Yes |
| Czechia | -1.8 | 79.8 | 81.6 | 27 | Yes |
| Hungary | -1.8 | 76.6 | 78.4 | 28 | Yes |
| Latvia | -1.8 | 75.4 | 77.2 | 24 | Yes |
| West Bank and Gaza | -1.9 | 65.2 | 67.0 | 18 | Yes |
| Romania | -2.0 | 76.4 | 78.4 | 28 | Yes |
| Egypt, Arab Rep. | -2.0 | 71.6 | 73.6 | 27 | Yes |
| Marshall Islands | -2.0 | 66.9 | 69.0 | 17 | Yes |
| Cayman Islands | -2.1 | 80.4 | 82.5 | 15 | Yes |
| Belarus | -2.2 | 74.2 | 76.4 | 22 | Yes |
| Philippines | -2.2 | 69.8 | 72.1 | 16 | Yes |
| Moldova | -2.2 | 71.2 | 73.4 | 29 | Yes |
| Dominican Republic | -2.4 | 73.7 | 76.1 | 25 | Yes |
| Niger | -2.4 | 61.2 | 63.6 | 7 | Yes |
| Lao PDR | -2.7 | 69.0 | 71.7 | 15 | Yes |
| Kazakhstan | -2.8 | 74.4 | 77.2 | 25 | Yes |
| Mauritius | -2.9 | 73.4 | 76.3 | 24 | Yes |
| Bahamas, The | -3.0 | 74.6 | 77.6 | 25 | Yes |
| Libya | -3.2 | 69.3 | 72.5 | 24 | Yes |
| St. Vincent and the Grenadines | -3.2 | 71.2 | 74.4 | 27 | Yes |
| Aruba | -3.2 | 76.4 | 79.6 | 29 | Yes |
| Somalia, Fed. Rep. | -3.3 | 58.8 | 62.2 | 7 | Yes |
| Kenya | -3.4 | 63.6 | 67.0 | 18 | Yes |
| Saudi Arabia | -3.4 | 78.7 | 82.1 | 26 | Yes |
| Cameroon | -3.4 | 63.7 | 67.1 | 13 | Yes |
| St. Lucia | -3.5 | 72.7 | 76.2 | 24 | Yes |
| Ghana | -3.5 | 65.5 | 69.0 | 17 | Yes |
| Trinidad and Tobago | -3.5 | 73.5 | 77.0 | 22 | Yes |
| Togo | -3.6 | 62.7 | 66.3 | 17 | Yes |
| Dominica | -3.7 | 71.1 | 74.8 | 28 | Yes |
| Bolivia | -3.7 | 68.6 | 72.3 | 21 | Yes |
| Burkina Faso | -3.8 | 61.1 | 64.9 | 11 | Yes |
| Lithuania | -4.0 | 77.3 | 81.3 | 28 | Yes |
| United States | -4.1 | 78.4 | 82.5 | 19 | Yes |
| Sierra Leone | -4.1 | 61.8 | 65.9 | 17 | Yes |
| Palau | -4.2 | 69.3 | 73.4 | 29 | Yes |
| Zimbabwe | -4.3 | 62.8 | 67.1 | 17 | Yes |
| Turkmenistan | -4.7 | 70.1 | 74.7 | 28 | Yes |
| Namibia | -4.7 | 67.4 | 72.1 | 19 | Yes |
| St. Kitts and Nevis | -4.8 | 72.1 | 77.0 | 22 | Yes |
| Sint Maarten (Dutch part) | -4.9 | 76.4 | 81.3 | 29 | Yes |
| Mali | -5.0 | 60.4 | 65.4 | 14 | Yes |
| Russian Federation | -5.1 | 73.3 | 78.4 | 28 | Yes |
| Cote d'Ivoire | -5.2 | 61.9 | 67.1 | 19 | Yes |
| Fiji | -5.3 | 67.3 | 72.6 | 25 | Yes |
| Botswana | -5.3 | 69.2 | 74.5 | 31 | Yes |
| Benin | -6.1 | 60.8 | 66.9 | 14 | Yes |
| Gabon | -6.2 | 68.3 | 74.5 | 29 | Yes |
| Guinea | -6.3 | 60.7 | 67.0 | 15 | Yes |
| South Africa | -6.6 | 66.1 | 72.8 | 28 | Yes |
| Brunei Darussalam | -7.1 | 75.3 | 82.4 | 18 | Yes |
| Angola | -7.6 | 64.6 | 72.2 | 14 | Yes |
| Eswatini | -8.0 | 64.1 | 72.1 | 19 | Yes |
| Lesotho | -8.0 | 57.4 | 65.4 | 14 | Yes |
| Equatorial Guinea | -9.3 | 63.7 | 73.0 | 31 | Yes |
| Naoero | -10.2 | 62.1 | 72.4 | 22 | Yes |
| Chad | -10.3 | 55.1 | 65.4 | 12 | Yes |
| Greenland | -11.4 | 71.0 | 82.4 | 21 | Yes |
| Guyana | -11.4 | 70.2 | 81.6 | 29 | Yes |
| Nigeria | -17.2 | 54.5 | 71.7 | 17 | Yes |
| Burundi | Unavailable | 63.7 | Unavailable | 1 | Unavailable |
| Central African Republic | Unavailable | 57.4 | Unavailable | 2 | Unavailable |
| Luxembourg | Unavailable | 83.3 | Unavailable | 4 | Unavailable |
| Singapore | Unavailable | 83.1 | Unavailable | 4 | Unavailable |
Displayed values are rounded; downloads retain calculation precision. Local-currency amounts are comparable only within a country. Table order does not imply a universal better-to-worse ordering.
Inspect and reproduce
All calculations and source hashes · Reproduce with Python · Pinned source release
Original provider citations are in the pinned release. Agent API and source datasets. For non-scalar details, peer memberships, source flags, intervals and sensitivity variants, use the analysis JSON.