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. 2018 Dec 11;7:1925. [Version 1] doi: 10.12688/f1000research.17328.1

Table 3. Studies included in the meta-synthesis: Main findings.

Study % OA by discipline (year) % OA route by discipline (year)
Gold Green Hybrid Bronze
Larivière and
Sugimoto
(2018)
All disciplines: 66% (2009–2017)
   Biomedical Research: 85%
   Clinical Medicine: 79%
   Health: 73%
   Mathematics: 67%
   Earth and Space: 57%
   Psychology: 56%
   Physics: 56%
   Biology: 51%
   Professional Services: 42%
   Social Sciences: 39%
   Chemistry: 35%
   Engineering and Technology: 29%
Not assessed Not assessed Not assessed Not assessed
Piwowar et al.
(2018)
All disciplines: 36.1% (2009–2015)
   Biomedical Research: 58.5%
   Mathematics: 52.7%
   Clinical Medicine: 47.8%
   Health: 41.8%
   Earth and Space: 40.4%
   Biology: 32.7%
   Physics: 31.6%
   Psychology: 29.7%
   Social Sciences: 25.1%
   Professional Fields: 20.6%
   Engineering and Technology:
17.4%
   Chemistry: 15.5%
All disciplines: 7.4% (2009–2015)
   Biomedical Research: 15.3%
   Health: 11.7%
   Mathematics: 11.2%
   Clinical Medicine: 10.3%
   Biology: 7.3%
   Earth and Space: 5.6%
   Psychology: 4.7%
   Engineering and Technology:
4.2%
   Physics: 3.1%
   Humanities: 3.0%
   Chemistry: 2.8%
   Arts: 2.4%
   Professional Fields: 1.4%
   Social Sciences: 1.3%
All disciplines: 11.5%
(2009–2015)
   Physics: 23.6%
   Mathematics: 22.7%
   Social Sciences: 18.7%
   Psychology: 17.6%
   Health: 14.1%
   Professional Fields: 13%
   Biomedical Research: 10%
   Clinical Medicine: 9.8%
   Earth and Space: 8.5%
   Engineering and
Technology: 8.3%
   Chemistry: 7.9 %
   Biology: 7.2%
   Humanities: 6.3%
   Arts: 4.9%
All disciplines: 0.6%
(2009–2015)
   Mathematics: 9.4%
   Humanities: 8.6%
   Biomedical Research: 8.1%
   Clinical Medicine: 6.3%
   Biology: 4.2%
   Health: 3.0%
   Earth and Space: 2.7%
   Chemistry: 2.3%
   Physics: 2.1%
   Psychology: 2%
   Professional Fields: 1.8%
   Engineering and Technology:
1.8%
   Social Sciences: 1.8%
   Arts: 0.6%
All disciplines: 12.9% (2009–2015)
   Biomedical Research:
25.2%
   Earth and Space: 23.7%
   Clinical Medicine: 21.5%
   Biology: 14%
   Health: 13%
   Mathematics: 9.4%
   Arts: 6.7%
   Psychology: 5.4%
   Professional Fields: 4.4%
   Social Sciences: 3.3%
   Humanities: 3.2%
   Engineering and
Technology: 3.2%
   Physics: 2.9%
   Chemistry: 2.5%
Bosman and
Kramer (2018)
All disciplines: 29.4% (2016)
   Life Sciences & Biomedicine:
41.7%
   Social Sciences: 17.3%
   Physical Sciences/Technology:
14.8%
   Arts & Humanities: 13.9%
Not assessed Not assessed Not assessed Not assessed
Science-Metrix
(2018)
All disciplines: 55% (2014)
   Health Sciences: 59%
   Natural Sciences: 55%
   Applied Sciences: 47%
   Economic & Social Sciences: 44%
   Arts & Humanities: 24%
All disciplines: 23% (2014)
   Health Sciences: 33%
   Natural Sciences: 15%
   Applied Sciences: 13%
   Economic and Social Sciences:
   8%
   Arts and Humanities: 7%
All disciplines: 31% (2014)
   Health Sciences: 33%
   Applied Sciences: 29%
   Natural Sciences: 15%
   Arts and Humanities: 9%
   Economic and Social
   Sciences: 8%
Not assessed Not assessed
Martín-Martín
et al. (2018)
All disciplines: 54.6% (2009, 2014)
   Medical and Life Sciences: 60%
   Natural Sciences: 50%
   Social and Behavioral Sciences:
49.9%
   Engineering Sciences: 40.2%
   Language, Information and
Communication: 36.3%
   Law, Arts and Humanities: 32.3%
All disciplines: 7.3% (2009, 2014)
   Medical and Life Sciences:
8.2%
   Law, Arts and Humanities:
7.3%
   Language, Information and
Communication: 5.7%
   Natural Sciences: 3.5%
   Engineering Sciences: 3.5%
   Social and Behavioral
Sciences: 1.7%
All disciplines: 10.8% (2009,
2014)
   Medical and Life Sciences:
19.4%
   Social and Behavioral
Sciences: 15.9%
   Natural Sciences: 15.3%
   Engineering Sciences:
8.7%
   Law, Arts and Humanities:
5%
   Language, Information and
Communication: 4.4%
All disciplines: 1% (2009, 2014)
   Law, Arts and Humanities: 1.8%
   Medical and Life Sciences.
1.4%
   Language, Information and
Communication: 1.2%
   Social and Behavioral
Sciences: 0.5%
   Natural Sciences: 0.5%
   Engineering Sciences: 0.3%
All disciplines: 13.2%
(2009, 2014)
   Medical and Life
Sciences. 20.8%
   Natural Sciences: 7.5%
   Engineering Sciences:
3%
   Social and Behavioral
Sciences: 5.3%
   Law, Arts and
Humanities: 0.1%
   Language, Information
and Communication: 0%
Jamali and
Nabavi (2015)
All disciplines: 61.1% (2004–
2014)
   Life Sciences: 66.9%
   Social Sciences: 60.8%
   Physical Sciences: 60%
   Health Sciences: 59.7%
All disciplines: 49.4% (2004–
2014)
   Life Sciences: 60.9%
   Health Sciences: 56.4%
   Physical Sciences: 40.4%
   Social Sciences: 40.4%
All disciplines: 8.8%
(2004–2014)
   Physical Sciences: 18.3%
   Social Sciences: 14.3%
   Life Sciences: 2.5%
   Health Sciences: 0.5%
Not assessed Not assessed
Khabsa and
Giles (2014)
All disciplines: 24% (all years)
   Computer Science: 50%
   Multidisciplinary Sciences: 43%
   Economics and Business: 42%
   Geosciences: 35%
   Physics: 35%
   Environmental Sciences: 29%
   Mathematics: 27%
   Medicine: 26%
   Biology: 25%
   Arts and Humanities: 24%
   Chemistry: 22%
   Social Sciences: 19%
   Agricultural Science: 12%
   Engineering: 12%
   Material Science: 12%
Not assessed Not assessed Not assessed Not assessed
European
Commission
(2014)
All disciplines: 53.7% (2011 – 2013)
   General Science & Technology:
89.7%
   Biomedical Research: 70.6%
   Mathematics & Statistics: 67.6%
   Biology: 66.2%
   Physics & Astronomy: 59.4%
   Earth & Environmental: 57.8%
   Psychology & Cognitive Sciences:
57.7%
   Public Health & Health Services:
57.2%
   Clinical Medicine: 56.3%
   Sciences Economics & Business:
54.9%
   Information & Communication
Technology: 54.0%
   Agriculture, Fisheries & Forestry:
53.8%
   Social Sciences: 43.7%
   Enabling & Strategic Technologies:
39.3%
   Chemistry: 38.5%
   Built Environment & Design: 37.5%
   Arts, Humanities & Social
Sciences: 35.9%
   Philosophy & Theology: 34.7%
   Engineering: 34.6%
   Historical Studies: 34.4%
   Communication & Textual Studies:
30.9%
   Visual & Performing Arts: 23.3%
All fields: 12.1% (2011–2013)
   Gen. Science & Technology:
58.0%
   Biology: 17.0%
   Agriculture, Fisheries &
Forestry: 16.1%
   Public Health & Health
Services: 15.8%
   Clinical Medicine: 14.8%
   Biomedical Research: 12.4%
   Information & Communication
Technologies: 12.4%
   Mathematics & Statistics:
11.4%
   Chemistry: 9.5%
   Enabling & Strategic
Technologies: 9.3%
   Social Sciences: 8.7%
   Communication & Textual
Studies: 8.7%
   Earth & Environmental
Sciences: 8.1%
   Historical Studies: 7.2%
   Psychology & Cognitive
Sciences: 5.6%
   Economics & Business: 5.4%
   Philosophy & Theology: 5.1%
   Physics & Astronomy: 5.1%
   Engineering: 4.1%
   Built Environment & Design:
3.5%
   Visual & Performing Arts: 2.8%
   Gen. Arts, Humanities Social
Sciences: 2.6%
All fields: 5.9% (2011–2013)
   Physics & Astronomy:
25.6%
   Mathematics & Statistics:
24.3%
   Economics & Business:
11.3%
   Information &
Communication
Technologies: 8.7%
   Earth & Environmental
Sciences: 5.6%
   Social Sciences: 5.2%
   Philosophy & Theology:
5.1%
   Built Environment & Design:
4.6%
   Gen. Science &
Technology: 3.9%
   Biology: 3.7%
   Psychology & Cognitive
Sciences: 3.6%
   Communication & Textual
Studies: 3.6%
   Gen. Arts, Humanities &
Social Sciences: 3.5%
   Engineering: 3.2%
   Public Health & Health
Services: 3%
   Visual & Performing Arts:
2.9%
   Agriculture, Fisheries &
Forestry: 2.8%
   Enabling & Strategic
Technologies: 2.7%
   Historical Studies: 2.5%
   Clinical Medicine: 2.2%
   Biomedical Research: 2.1%
   Chemistry: 1.8%
Not assessed Not assessed
Gargouri et al.
(2012)
All disciplines: 23% (2010)
   Mathematics: 42%
   Earth & Space: 37%
   Social Sciences: 37%
   Professional Fields: 29%
   Physics: 27%
   Engineering & Technology: 23%
   Psychology: 23%
   Biology: 22%
   Humanities: 19%
   Health: 17%
   Clinical Medicine: 14%
   Arts: 14%
   Biomedical Research: 12%
   Chemistry: 9%
All disciplines: 2% (2005–2010)
   Biomedical Research: 8%
   Clinical Medicine: 5%
   Health: 5%
   Mathematics: 2%
   Physics: 2%
   Earth & Space: 2%
   Biology: 2%
   Engineering & Technology: 1%
   Psychology: 1%
   Social Sciences: 1%
   Chemistry: 1%
   Arts: 1%
   Humanities: 1%
   Professional Fields: 1%
All disciplines: 21% (2005–
2010)
   Mathematics: 43%
   Earth & Space: 36%
   Professional Fields: 29%
   Physics: 26%
   Engineering & Technology:
23%
   Social Sciences: 35%
   Psychology: 27%
   Biology: 22%
   Humanities: 14%
   Health: 12%
   Chemistry: 10%
   Clinical Medicine: 9%
   Arts: 9%
   Biomedical Research: 6%
Not assessed Not assessed
Björk et al.
(2012)
All disciplines: 20.4% (2008)
   Earth Sciences: 32.9%
   Mathematics: 25.6%
   Physics & Astronomy: 23.5%
   Social Sciences: 23.5%
   Medicine: 21.7%
   Biochemistry, Genetics &
Molecular Biology: 19.9%
   Engineering: 18.4%
   Other areas related to Medicine:
15.2%
   Chemistry and Chemical
Engineering: 12.9%
All disciplines: 8.5% (2008)
   Medicine: 13.9%
   Biochemistry, Genetics &
Molecular Biology: 13.7%
   Other areas related to
Medicine: 10.6%
   Mathematics: 8.1%
   Earth Sciences: 7%
   Social Sciences: 5.6%
   Chemistry and Chemical
Engineering: 5.5%
   Engineering: 4.8%
   Physics & Astronomy: 3%
All disciplines: 11.9% (2008)
   Earth Sciences: 25.9%
   Physics & Astronomy:
20.5%
   Social Sciences: 17.9%
   Mathematics: 17.5%
   Engineering: 13.6%
   Medicine: 7.8%
   Chemistry and Chemical
Engineering: 7.4%
   Biochemistry, Genetics &
Molecular Biology: 6.2%
   Other areas related to
Medicine: 4.6%
Not assessed Not assessed
Hajjem et al. (2006) All disciplines: Not reported (1992
– 2003)
   Sociology: 16%
   Biology: 15%
   Economics: 13.5%
   Business: 9%
   Management: 7%
   Psychology: 7%
   Health: 6.2%
   Political Science: 5.3%
   Education: 5.3%
   Law: 5.1%
Not assessed Not assessed Not assessed Not assessed