Abstract
Geographical proximity, population, language and other cultural factors are given as reasons for international collaboration on scientific studies. These reasons are also used to analyze international trade in goods. The scientists exchange ideas in joint papers so international collaboration on scientific studies can be labeled as international trade in ideas. In this paper, we take on this perspective and establish a link between international trade in goods and ideas. First, we define export and import of ideas by using the co-authorship patterns. Second, we compute metrics such as net exports for the international trade in ideas. Third, we compare and contrast goods and ideas by using these metrics. Lastly, we use the international trade models such as the Hecksher–Ohlin model to analyze the factors that affect international trade in ideas. We find that the correlation is weak and even negative between international trade metrics for goods and ideas in general, but the correlation between some specific goods and ideas is positive and stronger. By using the Hecksher–Ohlin model, we explore reasons for comparative advantage in exporting ideas.
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Notes
The original source of the Hecksher–Ohlin is unclear so the model is not cited in the literature.
We give the full list at the Appendix.
This is partly due to the large scientific size of USA. If we normalized the total trade by the scientific size of the countries, the results would change (see Leydesdorff and Wagner 2008). However, we try to link the international collaboration in scientific studies to the international trade in goods. The main international trade data provided by the United Nations do not use any normalization while determining the main trade partner in goods. Therefore, we also do not do any normalization for the main trade partners in ideas.
We have converted the variables to logarithms in order to compare results easily. However, the values which are zero cannot be converted so that the number observations of goods and ideas are different.
For example, Yuret (2015b) finds that Turkish national research council diverts lower funds to social sciences.
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Appendix
Appendix
List of countries
Albania, Algeria, Argentina, Armenia, Australia, Austria, Azerbaijan, Bahrain, Bangladesh, Belarus, Belgium, Benin, Bolivia, Bosnia and Herzegovina, Botswana, Brazil, Bulgaria, Burkina Faso, Cambodia, Cameroon, Canada, Chile, China, Colombia, Costa Rica, Cote d’Ivoire, Croatia, Cuba, Cyprus, Czech Republic, Denmark, Ecuador, Egypt, Estonia, Ethiopia(excludes Eritrea), Fiji, Finland, France, Gabon, Georgia, Germany, Ghana, Greece, Guatemala, Hong Kong, Hungary, Iceland, India, Indonesia, Iran, Ireland, Israel, Italy, Jamaica, Japan, Jordan, Kazakhstan, Kenya, Korea Rep., Kuwait, Latvia, Lebanon, Libya, Lithuania, Luxembourg, Macedonia, FYR, Madagascar, Malawi, Malaysia, Mali, Malta, Mauritius, Mexico, Moldova, Mongolia, Morocco, Mozambique, Nepal, Netherlands, New Zealand, Nigeria, Norway, Oman, Pakistan, Panama, Papua New Guinea, Peru, Philippines, Poland, Portugal, Qatar, Romania, Russian Federation, Rwanda, Saudi Arabia, Senegal, Singapore, Slovak Republic, Slovenia, South Africa, Spain, Sri Lanka, Sweden, Switzerland, Tanzania, Thailand, Trinidad and Tobago, Tunisia, Turkey, Uganda, Ukraine, United Arab Emirates, United Kingdom, United States, Uruguay, Venezuela, Vietnam, Yemen, Zambia, Zimbabwe
Aggregated subject categories used in Table 5
Agriculture: Agriculture Economics and Policy, Agricultural Engineering, Agriculture and Dairy Animal Science, Agriculture Multidisciplinary, Food Science and Technology, Veterinary Sciences
Engineering: Chemical Engineering, Civil Engineering, Electric Electronic Engineering, Industrial Engineering, Manufacturing Engineering, Mechanical Engineering, Metallurgy and Metallurgical Engineering
Materials Science: Materials Science Biomaterials, Materials Science Ceramics, Materials Science Characterization, Materials Science Coatings Films, Materials Science Composites, Materials Science Multidisciplinary, Materials Science Paper & Wood, Materials Science Textiles
Social Sciences: Economics, Political Science, Sociology
Mathematics: Mathematics, Mathematics Applied, Mathematics Interdisciplinary
Physics: Physics Applied, Physics Atomic Molecular and Chemical, Physics Condensed Matter, Physics Fluids and Plasmas, Physics Mathematical, Physics Multidisciplinary, Physics Nuclear, Physics Particles and Fields
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Yuret, T. International trade in ideas. Scientometrics 107, 899–916 (2016). https://doi.org/10.1007/s11192-016-1883-8
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DOI: https://doi.org/10.1007/s11192-016-1883-8