TABLE 1 : THE AGGREGATION OF FIELDS (CIP CODES) IN SEVIS DATA

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1 TABLE 1 : THE AGGREGATION OF FIELDS (CIP CODES) IN SEVIS DATA Field Name 2010 CIP codes Eligibility Cycle Agricultural Business & Management x Agricultural Production Operations , , x Animal Sciences Food, Plant, and Soil Sciences , , Agriculture and related, other , , , x Natural Resources Conversation , Environmental and Forest Science , , Natural Resources Management , x Forestry, general , , x Natural Resources Other , , , , Architecture and City Planning , x Architectural, other , x Area Studies x Ethnic, Cultural minority, & Gender Studies x Speech Communication x Mass Communication & Media Studies , x Journalism x Radio and Television , x Public Relations x Advertising x Other Applied Communication , x Publishing x Communication Technologies , x Animation Technology & Digital Comm , Computer & Information Sciences, General , Computer Programmers & System Analyst , Information Technology Information Science Data Processing & Systems Networking , , Computer Science Computer Graphics, Web page and Modeling , Information System Management Computer & Information Sciences, other , , , Data Entry and Computer Support Services , x Personal and Culinary Services x Education, general x Curriculum, Administration, & Supervisor x 1

2 Education Assessment & Technology Special Education and Teaching x Counseling & Personal Services x Teacher Education, specific levels , x Teacher Education, specific subject areas x Education, other , , , x Engineering, general Aerospace Engineering Bioengineering and related Engr , Chemical Engineering Civil Engineering Computer Engineering Electrical, Electronics, and related Engr , , Environmental, Nuclear, Ocean Engr , , , Materials Engineering and related Engr , , , , , Mechanical Engineering Industrial Engineering Systems and Operations Engineering , Engineering, miscellaneous , , , , , Engineering, other , , , , Engineering Technology, general Architectural & Civil Engr. Techn Electric and Electromechanical Engr. Techn , Industrial Production Technicians Quality, Environmental Control, Safety Techn , Mechanical and related Eng. Techn Mining, Construction, & Petroleum Techn , , Surveying and Drafting , , Computer Engineering Technicians Technicians, other , , , , , , , , , , , Foreign Languages, general x Asian Languages , x Romance Languages x Other Languages , , x Family and Consumer Sciences, general x Foods and Nutrition services x Human Development and Family Studies x 2

3 Apparel and Textiles x Family and Consumer Sciences, other , , x Legal Profession and Studies x English Language & Literature, general x Writing x Literature and related x Liberal Arts and Sciences x General Studies x Humanities x Liberal Arts & Humanities, other x Library Science x Biology, general Biomedical & Pharmacology , , Biochemistry Cellular Biology and Anatomy Microbiology Botany and Zoology , Physiology, Pathology, and related Biomathematics & Biotechnology , Ecology and Population Biology Genetics & Neuroanatomy , Neuroscience Biological Sciences, other , , , , , , , , , , , Mathematics, general Applied Mathematics Statistic, general Mathematics & Statistics, other , , , Military Technologies Multidisc. Biological, Physical, Natural Sci , , , Multidisc. Computer, Cognitive, System Sci , , , Nutrition Sciences International, Cultural and Diversity Studies , , x Other Multidisciplinary, (eligible) , , , , Other Multidisciplinary, (ineligible) , x Parks, Recreation, & Leisure, general x Health, Physical Education, & fitness, general , x Sports and Fitness Administration x Kinesiology and Exercise Science x Philosophy , x Religion Studies x Theology and Religious Vocations x Astronomy and Atmospheric Sciences , ,

4 Chemistry and Material Science Technicians , , , , Geological and Earth Sciences Physics Physical sciences, other , , , , , , , , , , Psychology, general , x Research & Experimental Psychology , , Clinical, Counseling, & Applied Psychology , x Criminal Justice & Law Enforcement x Criminal Justice & Safety Studies x Forensic Science , Homeland Security & Law enforcement, other , x Public Administration x Public Policy Analysis x Social Work x Public Admin. and Social Work, other , x Social Sciences, general x Anthropology x Economics , x Geography x International Relations x Political Science x Sociology x Social Sciences, other (eligible) , , , , , Social Sciences, other , , x Mechanics, Transportation, Materials Moving , x Visual, Performing Arts & Dance , x Commercial and Advertising Art x Design and Applied Arts , x Drama and Theatre Arts x Film, Video, and Photographic Arts x Art and Art studies, general , x Fine and Studio Arts x Music x Arts, other , x Communication Disorder Sciences x Dental Studies x Health/ Health Care Administration x Hospital and Facility Management x Allied Health, Treatment and Assisting x 4

5 Clinical Laboratory Technicians , Mental and Social Health services x Pharmaceutical Sciences , 51., x Drug Design , Public Health , x Rehabilitation and Therapy x Nursing x Health, other (eligible) , , , , Health, other (non-eligible) , , , , , , Business/Commerce, general x Business Administration, general x Business Management, other x Accounting and related x Business Economics x Finance x Hospitality Administration x Human Resources x International Business x Management Information Systems x Management Science Actuarial Science Marketing x Sales Operations x x Business, others , , , x History x Notes: This table displays the aggregation of field codes in the analysis with SEVIS data. The first two columns show the aggregated category and associated 6-digit CIP codes. The last column shows whether each field is eligible for the OPT extension, and, if so, which year the field became eligible for the extension. 5

6 TABLE 2 : THE AGGREGATION OF FIELDS IN ACS Field Name Codes in ACS (IPUMS) Agriculture , 1199, 1302 Agriculture and Environmental Sciences , 1301, 1303 Architecture 1401 Area, Ethnic, and Civilization Studies 1501 Communications Computer and Information Systems Education Aerospace Engineering 2401 Chemical Engineering 2505 Civil Engineering Electrical Engineering Industrial and Manufacturing Engineering 2412 Mechanical Engineering 2414 Engineering, other 2402, 2404, , 2413, Engineering Technologies , 3801, 5102, Linguistic English Language, Literature, and Composition Liberal Arts and Humanities Biology 3600 Miscellaneous Biology Mathematics & Statistics Multi-disciplinary Sciences Physical Fitness, Parks, Recreation, and Leisure 4101, 2201 Philosophy, Religious Studies, and Theology Chemistry 5003 Physics Physical Sciences, other 5000, 5002, , 5008 Psychology Criminal Justice and Fire Protection 5301 Public Affairs, Policy, and Social Work Economics 5501, 1102 Sociology , 5507 Political Science and Government Social Science, other 5500, 5504, 3501, 5599 Arts Nursing

7 General Medical and Health Services , General Business 6200 Accounting 6201 Business Management and Administration 6203 Marketing and Marketing Research 6206 Finance 6207 Miscellaneous Business 6202, 6204, 6205, History Notes: This table displays the aggregation of field codes in the analysis with ACS data. I employ slightly more aggregated grouping in the regressions at the doctoral level due to sample size restrictions. More specifically, I combine agriculture, criminal justice and fire protection, public affairs, policy, and social work, and physical fitness, parks, recreation, and leisure fields under one aggregate category; linguistic with English language, literature, and composition; liberal arts and humanities with social sciences, other; general business, accounting, business management and administration, marketing and marketing research, finance, and miscellaneous business under one aggregate category of business related fields; and aerospace, industrial, and civil engineering and engineering technologies under the field of engineering, other. 7

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