Country Scores
Horizontal bar charts with 95% confidence interval error bars. Left: reproducibility scores. Right: documentation scores.
Reproducibility Score
Documentation Score
All Countries
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Reproducibility Score based on Gundersen et al. (2025)
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The average documenation score over the seven reproducibility variables for empirical research papers.
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Paper count based on fractional authorship
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Number of papers with at least one author from the country
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|---|---|---|---|---|
| Luxembourg | 0.71 | 4.65 | 25.14 | 45 |
| Austria | 0.6 | 4.13 | 321.22 | 534 |
| United Arab Emirates | 0.64 | 4.12 | 133.14 | 360 |
| Viet Nam | 0.61 | 4.09 | 56.74 | 111 |
| Norway | 0.59 | 4.07 | 66.37 | 127 |
| Belgium | 0.58 | 4.05 | 243.45 | 391 |
| Korea, Republic of | 0.6 | 4.05 | 1804.36 | 2220 |
| Qatar | 0.62 | 4.04 | 12.22 | 35 |
| Netherlands, Kingdom of the | 0.62 | 4.02 | 623.66 | 1030 |
| Finland | 0.62 | 4.0 | 244.9 | 383 |
| Hong Kong | 0.57 | 4.0 | 1144.4 | 2511 |
| Saudi Arabia | 0.54 | 3.99 | 172.81 | 325 |
| Germany | 0.61 | 3.98 | 2304.81 | 3422 |
| Iran, Islamic Republic of | 0.56 | 3.97 | 40.09 | 67 |
| Russian Federation | 0.64 | 3.94 | 215.39 | 307 |
| China | 0.57 | 3.92 | 16043.32 | 20920 |
| Denmark | 0.63 | 3.91 | 213.6 | 406 |
| Sweden | 0.57 | 3.9 | 265.53 | 428 |
| Macao | 0.61 | 3.89 | 53.48 | 133 |
| Italy | 0.55 | 3.88 | 624.35 | 971 |
| Singapore | 0.55 | 3.88 | 1537.48 | 2968 |
| Türkiye | 0.57 | 3.88 | 41.73 | 73 |
| Brazil | 0.51 | 3.87 | 85.04 | 149 |
| Taiwan, Province of China | 0.57 | 3.84 | 242.05 | 343 |
| Australia | 0.54 | 3.83 | 1346.26 | 2570 |
| New Zealand | 0.58 | 3.83 | 61.17 | 120 |
| Switzerland | 0.58 | 3.82 | 1425.7 | 2254 |
| Czechia | 0.46 | 3.81 | 88.74 | 153 |
| Canada | 0.56 | 3.8 | 2134.4 | 3573 |
| India | 0.54 | 3.8 | 700.26 | 1024 |
| Japan | 0.5 | 3.78 | 1041.13 | 1575 |
| Spain | 0.54 | 3.76 | 195.35 | 350 |
| United Kingdom of Great Britain and Northern Ireland | 0.56 | 3.76 | 3219.36 | 5424 |
| Ireland | 0.42 | 3.73 | 65.95 | 114 |
| Greece | 0.47 | 3.66 | 57.48 | 96 |
| United States of America | 0.51 | 3.62 | 20958.68 | 28163 |
| France | 0.51 | 3.61 | 1739.02 | 2543 |
| Portugal | 0.5 | 3.53 | 75.35 | 118 |
| Poland | 0.54 | 3.47 | 117.15 | 197 |
| Israel | 0.49 | 3.45 | 941.21 | 1355 |
| Chile | 0.5 | 3.39 | 33.21 | 53 |
| South Africa | 0.31 | 2.67 | 26.77 | 37 |