Appendix A. Comparison of Research Area (SU) categories and Web of Science Categories (WC)
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1 Appendix A Comparison of Research Area (SU) categories and Web of Science Categories (WC) The Research Areas (SU s) considered in this study correspond with the one hundred thirty- six Research Areas included in records in the Web of Science in June and July 2011 and not identified as one of the fourteen Research Areas in the Arts and Humanities research domain (as identified in Thomson Reuters support materials). The Arts & Humanities were not included in the analysis because these fields are believed to differ in terms of publication patterns, in the use of language related to synthesis and in approaches to synthesizing research. The Web of Science Categories (WC s) correspond with those available in The 2010 rather than 2011 categories were used because cross- category citation data is readily available for this year (Leydesdorff, et al., 2013). The Audiology Speech Language Pathology category was added to the Journal Citation Reports in 2011, and therefore is not included in the cross- citation data. This set includes records for Arts and Humanities WCs to the extent that they are indexed in the S/SCI. The 123,881 records that comprise the dataset for this study correspond with 176,128 Research Area (SU)- record, and 186,151 Web of Science Category (WC) instances. Therefore, the dataset records were assigned approximately Research Areas, and WCs. As a result, the category counts inflate the apparent total number of records by about 42% when Research Areas are used; and about 50% when WCs are used. The average number of SU and WC cross- categorizations
2 for the study data set is higher than the average number of cross- categorizations for records of all items published 1972 to Across the four decades, 41,268,729 records were found with publication year searches. About 53,542,935 Research Areas are indicated across the set, which corresponds to an average of Research Areas per record. About 56,847,805 WCs are recorded across the set, about categories per record for the categories considered in the analysis. Since the figures across the database for includes all records, and is not stratified to reflect the relative number of records per year in the data set used for this study; it s possible that some other factor accounts for the difference. For example, it is possible that earlier publications could be less likely to be cross- classified in several categories. Evidence from other studies suggests that this could be the case (Rafols & Leydesdorff, 2009; Rinia, Van Leeuwen, Bruins, Van Vuren, & Van Raan, 2002), which could be explainable if, for example, titles added to the S/SCI in more recently more likely to be multiply categorized than were ones added less recently. In order to identify the relationship between the two category systems, a search for each WC, limited to documents published between 1972 and 2011 was performed. WCs were matched with SUs that included 100% of the SC publications. These searches indicate that approximately 110 Research Area and WC categories appear to be approximately equivalent based on record counts and title similarity (Table A1); fifteen SUs aggregate two WCs (Table A2); three SUs aggregate three WCs {Table A2); two aggregate four WCs (Table A3), and eight SUs aggregate five or more WCs (Table A3). 2
3 Table A1. WOS Categories and Research Areas with an approximately one- to- one relationship Category (WC = SU) WC Counts Feb SU Counts Sep (WC- SU / SU)*100 1 Acoustics Allergy Anatomy & Morphology Anesthesiology Anthropology Area Studies Astronomy & Astrophysics Automation & Control Systems Biodiversity Conservation Biology (WC) = Life Sci Biomed Other Topics (SU) Behavioral Sciences Social Sciences, Biomedical Biophysics Biotech & Applied Microbiology Communication Construction & Building Technology Criminology & Penology Crystallography Demography Dentistry, Oral Surgery & Medicine Dermatology Developmental Biology Electrochemistry Emergency Medicine Energy & Fuels Entomology Ethnic Studies Evolutionary Biology Family Studies Fisheries Food Science & Technology Forestry Gastroenterology & Hepatology Genetics & Heredity Geochemistry & Geophysics Geography Geography, Physical Hematology Imaging Sci & Photographic Tech Immunology Infectious Diseases Information Sci & Library Science
4 Category (WC = SU) WC Counts Feb SU Counts Sep (WC- SU / SU)* Instruments & Instrumentation Integrative & Complementary Med International Relations Medicine, Legal 37, Linguistics Mathematical & Computational Bio Social Sciences, Math Methods Mechanics Medical Ethics Medical Informatics Medical Laboratory Technology Metallurgy & Metallurgical Eng Meteorology & Atm Sciences Microbiology Microscopy Mineralogy Mining & Mineral Processing Mycology Nuclear Science & Technology Nursing Nutrition & Dietetics Obstetrics & Gynecology Oceanography Oncology Operations Research & Mgmt Sci Ophthalmology Optics Orthopedics Otorhinolaryngology Paleontology Parasitology Pathology Pediatrics Physiology Plant Sciences Polymer Science Psychiatry Public, Envtl & Occup Health Radiol, Nucl Med. & Med. Imaging Rehabilitation Remote Sensing Reproductive Biology Medicine, Research & Experimental
5 Category (WC = SU) WC Counts Feb SU Counts Sep (WC- SU / SU)* Respiratory System Rheumatology Robotics Social Issues Social Work Sociology Spectroscopy Sport Sciences Substance Abuse Surgery Telecommunications Thermodynamics Toxicology Transplantation Tropical Medicine Urban Studies Urology & Nephrology Veterinary Sciences Virology Water Resources Women's Studies Notes: At least four additional categories appear to also have a one- to- one relationship between the WOS Category and Research Area: (1) Audiology Speech Language Pathology; (2) Cultural Studies; (3) History; and (4) History & Philosophy of Science. These categories were not uniformly used across analyses in this study. Therefore, the data is not included here. A large difference in the total number of documents for Hematology was observed between September 2012 and February It s possible that this difference is due to changes in the database. February 2013 data indicates that the Hematology WC and SU include the same documents. This similarity is not evident based on the data presented here and used in this study. Table A2 Research Areas that contain two or three Web of Science Categories Research Area Publications WOS Category Publications Biochem Research Methods Biochem Molecular Bio Biochem & Molecular Bio Cardiovasc Syst Cardiology Cell Biology Endocrinology Metabolism Cardiac & Cardiovascular Syst Peripheral Vascular Disease Cell & Tissue Engineering Cell Biology Endocrinology & Metabolism Andrology
6 Research Area Publications WOS Category Publications Geology General Internal Medicine Geriatrics Gerontology Government Law Health Care Sci Services Marine Freshwater Bio Pharmacology Pharmacy Public Administration Science Tech Other Topics Transportation Zoology Education Educational Research Environmental Sciences Ecology Geology Geosciences, Multidisciplinary Critical Care Medicine Medicine, General & Internal Geriatrics & Gerontology Gerontology Law Political Science Health Care Sci & Services Health Policy & Services Marine & Freshwater Bio Limnology Pharmacology & Pharmacy Chemistry, Medicinal Planning & Development Public Administration Multidisciplinary Sciences Nanoscience & Nanotech Transportation Transportation Science & Tech Ornithology Zoology Educ & Educational Research Education, Scientific Disciplines Education, Special Ecology Environmental Sciences Environmental Studies Clinical Neurology Neurosciences Neurology Neuroimaging Neurosciences Notes: Publications is equal to the total number of documents in the category published between 1972 and Publication counts for Research Areas and Web of Science Categories were downloaded in September 2012, February 2013, respectively. Table A3. 6
7 Research Areas that contain four or more Web of Science Categories Research Area Publications WOS Category Publications Ag Economics & Policy Ag Engineering 35,181 Ag, Dairy & Animal Science Agriculture Ag, Multidisciplinary 147,947 Agronomy Horticulture Soil Science Business Economics Business Business, Finance Industrial Relations & Labor Management Economics Chemistry Chem, Analytical Chem, Applied Chem, Inorganic & Nuclear Chem, Multidisciplinary Chem, Organic Chem, Physical Computer Science CS, Artificial Intelligence CS, Cybernetics CS, Hardware & Architecture CS, Information Systems CS, Interdisciplinary App CS, Software Engineering CS, Theory & Methods Engineering Eng, Aerospace Eng, Biomedical Eng, Chemical Eng, Civil Eng, Electrical & Electronic Eng, Environmental Eng, Geological Eng, Industrial Eng, Manufacturing Eng, Marine Eng, Mechanical Eng, Multidisciplinary Eng, Ocean Eng, Petroleum Ergonomics
8 Research Area Publications WOS Category Publications Mat Sci, Biomaterials Mat Sci, Ceramics Mat Sci, Charn & Testing Materials Science Mat Sci, Coatings & Films Mat Sci, Composites Mat Sci, Multidisciplinary Mat Sci, Paper & Wood Mat Sci, Textiles Mathematics Math Math, Applied Math, Interdisciplinary App Statistics & Probability Phys, Applied Physics Psychology Phys, Atomic, Molecular & Chem Phys, Condensed Matter Phys, Fluids & Plasmas Phys, Mathematical Phys, Multidisciplinary Phys, Nuclear Phys, Particles & Fields Psychology Psychology, Applied Psychology, Biological Psychology, Clinical Psychology, Developmental Psychology, Educational Psychology, Experimental Psychology, Mathematical Psychology, Multidisciplinary Psychology, Psychoanalysis Psychology, Social Social Sciences Other Topics Ethics History of Social Sci Hosp, Leisure, Sport Tourism Social Sci, Interdisciplinary Notes: Publications is equal to the total number of documents in the category published between 1972 and Publication counts for Research Areas and Web of Science Categories were downloaded in September 2012, February 2013, respectively. 8
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