Research supply chain: whose funding feeds whose research
A supply chain of research: the countries whose funding produced papers in the 400 tracked journals (the sources), and the countries and institutions whose papers published since 2023 cite them (the users). A citation link is one paper citing another, both in the tracked journals (from OpenAlex references). The source is the country of the cited paper's funders (OpenAlex funders and their countries); the users are the countries and institutions of the citing paper's authors. A link counts once for each funding country of the cited paper and each country (or institution) of the citing paper, so the rows overlap. Papers without funding information, about half of them, have no source. Also as Markdown.
Key findings#
- Papers published in the tracked journals since 2023 cite other papers of these journals 1,729,215 times; 52% of those citations go to papers whose funders' country is known.
- Research funded from China is cited most (470,971 links to 66,702 funded papers); 78% of the links come from papers with authors in China itself, and abroad mostly from the United States, the United Kingdom and Hong Kong.
- United States-funded research follows with 106,280 links (23% from the United States; top users abroad: China and the United Kingdom).
- United Kingdom-funded research follows with 49,911 links (18% from the United Kingdom; top users abroad: China and the United States).
- Among the ten largest funding countries, research funded from Canada is used most abroad: 89% of its links come from other countries.
- Papers with authors in China draw most on research funded elsewhere (234,684 links), above all from the United States, the United Kingdom and Australia.
- The institutions citing China-funded research most are Hong Kong Polytechnic University (11,229), Chinese Academy of Sciences (10,001) and Xi'an Jiaotong University (9,016).
From funding to use#
Who cites whom#
| Funded from \ cited by | China | United States | United Kingdom | Australia | Hong Kong | Germany | Italy | France | India | Spain | All countries |
|---|---|---|---|---|---|---|---|---|---|---|---|
| China | 367,090 | 37,269 | 30,598 | 21,465 | 23,187 | 6,717 | 8,156 | 10,399 | 13,265 | 7,965 | 470,971 |
| United States | 43,932 | 24,660 | 10,585 | 6,090 | 4,704 | 6,402 | 5,232 | 4,731 | 3,738 | 3,378 | 106,280 |
| United Kingdom | 17,092 | 7,476 | 8,859 | 3,082 | 1,630 | 3,829 | 3,638 | 2,855 | 2,162 | 2,149 | 49,911 |
| Germany | 9,814 | 5,450 | 4,028 | 1,760 | 925 | 7,857 | 2,868 | 2,157 | 1,167 | 1,594 | 36,779 |
| Spain | 12,013 | 4,116 | 3,838 | 1,685 | 788 | 1,860 | 2,713 | 2,052 | 1,744 | 6,020 | 36,267 |
| Australia | 13,331 | 3,900 | 2,930 | 4,387 | 1,433 | 1,534 | 1,189 | 1,128 | 1,151 | 892 | 29,182 |
| Canada | 12,212 | 4,629 | 3,026 | 1,630 | 1,287 | 1,525 | 1,402 | 1,551 | 1,067 | 892 | 28,998 |
| South Korea | 12,834 | 3,030 | 2,233 | 1,428 | 1,008 | 781 | 811 | 1,006 | 1,617 | 776 | 27,120 |
| Hong Kong | 12,986 | 2,564 | 1,767 | 1,157 | 3,275 | 463 | 423 | 514 | 582 | 352 | 20,053 |
| Italy | 4,785 | 2,270 | 2,278 | 826 | 366 | 1,578 | 4,742 | 1,343 | 762 | 1,222 | 19,331 |
| France | 6,239 | 2,877 | 2,011 | 873 | 609 | 1,492 | 1,537 | 2,623 | 628 | 852 | 18,812 |
| Japan | 8,171 | 2,026 | 1,574 | 919 | 624 | 759 | 782 | 803 | 772 | 568 | 18,679 |
Funding countries#
| # | Funding country | Funded papers cited | Links | From home | Top users abroad |
|---|---|---|---|---|---|
| 1 | China | 66,702 | 470,971 | 78% | United States, United Kingdom, Hong Kong |
| 2 | United States | 17,956 | 106,280 | 23% | China, United Kingdom, Germany |
| 3 | United Kingdom | 8,195 | 49,911 | 18% | China, United States, Germany |
| 4 | Germany | 7,052 | 36,779 | 21% | China, United States, United Kingdom |
| 5 | Spain | 6,630 | 36,267 | 17% | China, United States, United Kingdom |
| 6 | Australia | 4,568 | 29,182 | 15% | China, United States, United Kingdom |
| 7 | Canada | 4,634 | 28,998 | 11% | China, United States, United Kingdom |
| 8 | South Korea | 4,469 | 27,120 | 14% | China, United States, United Kingdom |
| 9 | Hong Kong | 2,765 | 20,053 | 16% | China, United States, United Kingdom |
| 10 | Italy | 3,923 | 19,331 | 25% | China, United Kingdom, United States |
| 11 | France | 3,706 | 18,812 | 14% | China, United States, United Kingdom |
| 12 | Japan | 4,179 | 18,679 | 15% | China, United States, United Kingdom |
| 13 | Netherlands | 2,329 | 14,481 | 13% | China, United States, United Kingdom |
| 14 | Sweden | 2,221 | 13,179 | 10% | China, United States, United Kingdom |
| 15 | Singapore | 1,659 | 13,129 | 9% | China, United States, United Kingdom |
| 16 | Brazil | 2,669 | 12,403 | 15% | China, United States, United Kingdom |
| 17 | Taiwan | 2,341 | 11,972 | 12% | China, United States, United Kingdom |
| 18 | Switzerland | 2,041 | 11,890 | 8% | China, United States, United Kingdom |
| 19 | Portugal | 1,948 | 11,220 | 11% | China, United Kingdom, United States |
| 20 | Belgium | 1,764 | 9,617 | 10% | China, United States, United Kingdom |
| 21 | India | 1,656 | 8,905 | 17% | China, United States, United Kingdom |
| 22 | Finland | 1,319 | 8,691 | 9% | China, United States, United Kingdom |
| 23 | Austria | 1,299 | 7,461 | 9% | China, United States, Germany |
| 24 | Norway | 1,199 | 6,358 | 10% | China, United States, United Kingdom |
| 25 | South Africa | 944 | 5,838 | 2% | China, United States, United Kingdom |
| 26 | Poland | 1,053 | 5,641 | 15% | China, United States, United Kingdom |
| 27 | Czechia | 988 | 5,324 | 13% | China, United States, United Kingdom |
| 28 | Denmark | 978 | 5,205 | 7% | China, United States, United Kingdom |
| 29 | Saudi Arabia | 824 | 4,834 | 10% | China, United Kingdom, India |
| 30 | Vietnam | 717 | 4,630 | 13% | China, United Kingdom, United States |
| 31 | Russia | 736 | 4,310 | 11% | China, United Kingdom, United States |
| 32 | Ireland | 661 | 4,292 | 7% | China, United Kingdom, United States |
| 33 | New Zealand | 586 | 4,089 | 11% | China, United States, United Kingdom |
| 34 | Chile | 829 | 3,555 | 16% | China, United States, United Kingdom |
| 35 | Malaysia | 603 | 3,407 | 9% | China, India, United States |
| 36 | Turkey | 682 | 3,256 | 12% | China, United States, United Kingdom |
| 37 | Macao | 445 | 3,235 | 9% | China, United States, United Kingdom |
| 38 | Israel | 651 | 2,373 | 15% | China, United States, United Kingdom |
| 39 | United Arab Emirates | 345 | 2,293 | 11% | China, United States, United Kingdom |
| 40 | Sri Lanka | 323 | 2,259 | 0% | China, United States, Australia |
Citing countries#
| # | Citing country | Links to funded papers | Funded abroad | Top sources abroad |
|---|---|---|---|---|
| 1 | China | 510,629 | 46% | United States, United Kingdom, Australia |
| 2 | United States | 102,993 | 101% | China, United Kingdom, Germany |
| 3 | United Kingdom | 78,096 | 114% | China, United States, Germany |
| 4 | Australia | 47,010 | 114% | China, United States, United Kingdom |
| 5 | Hong Kong | 37,852 | 116% | China, United States, United Kingdom |
| 6 | Germany | 37,842 | 108% | China, United States, United Kingdom |
| 7 | Italy | 36,896 | 114% | China, United States, United Kingdom |
| 8 | France | 34,613 | 117% | China, United States, United Kingdom |
| 9 | India | 33,615 | 116% | China, United States, United Kingdom |
| 10 | Spain | 28,714 | 104% | China, United States, United Kingdom |
| 11 | Canada | 27,306 | 112% | China, United States, United Kingdom |
| 12 | South Korea | 25,527 | 107% | China, United States, United Kingdom |
| 13 | Netherlands | 18,164 | 120% | China, United States, United Kingdom |
| 14 | Singapore | 16,618 | 121% | China, United States, United Kingdom |
| 15 | Turkey | 15,441 | 117% | China, United States, Spain |
| 16 | Taiwan | 15,023 | 109% | China, United States, South Korea |
| 17 | Macao | 14,696 | 115% | China, United States, United Kingdom |
| 18 | Japan | 14,346 | 105% | China, United States, United Kingdom |
| 19 | Malaysia | 11,077 | 113% | China, United States, Spain |
| 20 | Sweden | 10,720 | 115% | China, United States, United Kingdom |
| 21 | Saudi Arabia | 10,454 | 116% | China, United States, Spain |
| 22 | Iran | 10,438 | 115% | China, United States, Canada |
| 23 | Poland | 9,846 | 115% | China, United States, Spain |
| 24 | Vietnam | 9,374 | 116% | China, United States, South Korea |
| 25 | United Arab Emirates | 9,319 | 119% | China, United States, United Kingdom |
| 26 | Brazil | 9,210 | 104% | China, United States, United Kingdom |
| 27 | Belgium | 8,860 | 119% | China, United States, United Kingdom |
| 28 | Switzerland | 8,659 | 124% | United States, China, Germany |
| 29 | Finland | 8,624 | 115% | China, United States, United Kingdom |
| 30 | New Zealand | 8,374 | 119% | China, United States, United Kingdom |
| 31 | Portugal | 7,928 | 109% | China, United States, Spain |
| 32 | Pakistan | 7,699 | 118% | China, United States, Spain |
| 33 | Norway | 7,690 | 118% | China, United States, United Kingdom |
| 34 | Denmark | 7,453 | 122% | China, United States, United Kingdom |
| 35 | Austria | 6,900 | 121% | China, United States, Germany |
| 36 | Lebanon | 5,564 | 119% | China, United States, South Korea |
| 37 | South Africa | 5,341 | 120% | China, United States, United Kingdom |
| 38 | Czechia | 5,267 | 112% | China, United States, United Kingdom |
| 39 | Greece | 5,238 | 120% | China, United States, United Kingdom |
| 40 | Ireland | 5,064 | 121% | China, United States, United Kingdom |
Cite this page
Scholar4AI. (2026). Research supply chain: whose funding feeds whose research. Journal Research Rankings. Retrieved October 31, 2026, from https://scholar4ai.com/supply-chain
@misc{scholar4ai-supply-chain,
author = {{Scholar4AI}},
title = {Research supply chain: whose funding feeds whose research},
year = {2026},
howpublished = {\url{https://scholar4ai.com/supply-chain}},
urldate = {2026-10-31},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}