Reporting tool — not an official determination. This tool reflects DOE rulemaking data and modeled estimates. The public file is grouped at the institution × credential × 4-digit CIP level; the proposed rule would operate at the 6-digit CIP level. Institutions assign CIP codes to their own programs, so similar-looking majors may be classified differently across colleges. Use as a reporting lead, not a regulatory finding.
States › Pennsylvania › University of Pennsylvania

University of Pennsylvania

Philadelphia, PA · Philadelphia-Camden-Wilmington, PA-NJ-DE-MD · private nonprofit
0
DOE-modeled fails
60
Pass DOE model
202
Insufficient data
262
Total program groupings
Based on DOE's public rulemaking file, this institution has 0 broad program groupings with a DOE-modeled fail designation out of 262 total. The public file is grouped at the 4-digit CIP level — treat as a directional signal, not a regulatory determination.

Risk breakdown by broad field

Risk breakdown by credential level

All 262 DOE-modeled fail 0 Passes DOE model 60 Insufficient data 202

Agriculture & Natural Resources

3 total
Natural Resources Conservation and Research.
CIP 0301 · Bachelor
Insufficient public data

Architecture & Design

8 total
Architecture.
CIP 0402 · Bachelor
Insufficient public data
Architectural Sciences and Technology.
CIP 0409 · Doctoral
Insufficient public data
Architecture.
CIP 0402 · Doctoral
Insufficient public data
Environmental Design.
CIP 0404 · Graduate Certificate
Insufficient public data
City/Urban Community and Regional Planning.
CIP 0403 · Graduate Certificate
Insufficient public data
Architecture.
CIP 0402 · Graduate Certificate
Insufficient public data
Landscape Architecture.
CIP 0406 · Master's
Insufficient public data

Area, Ethnic & Cultural Studies

4 total
Ethnic Cultural Minority Gender and Group Studies.
CIP 0502 · Bachelor ⚠ classification-sensitive
Insufficient public data
Area Studies.
CIP 0501 · Bachelor ⚠ classification-sensitive
Insufficient public data
Ethnic Cultural Minority Gender and Group Studies.
CIP 0502 · Doctoral ⚠ classification-sensitive
Insufficient public data
Area Studies.
CIP 0501 · Doctoral ⚠ classification-sensitive
Insufficient public data

Biological & Life Sciences

14 total
Biochemistry Biophysics and Molecular Biology.
CIP 2602 · Bachelor
Insufficient public data
Pharmacology and Toxicology.
CIP 2610 · Doctoral
Insufficient public data
Biology General.
CIP 2601 · Doctoral
Insufficient public data
Biomathematics Bioinformatics and Computational Biology.
CIP 2611 · Doctoral
Insufficient public data
Microbiological Sciences and Immunology.
CIP 2605 · Doctoral
Insufficient public data
Ecology Evolution Systematics and Population Biology.
CIP 2613 · Doctoral
Insufficient public data
Biochemistry Biophysics and Molecular Biology.
CIP 2602 · Doctoral
Insufficient public data
Neurobiology and Neurosciences.
CIP 2615 · Doctoral
Insufficient public data
Biotechnology.
CIP 2612 · Master's
Insufficient public data
Neurobiology and Neurosciences.
CIP 2615 · Undergrad Certificate
Insufficient public data

Business & Management

26 total
Business/Commerce General.
CIP 5201 · Bachelor
Insufficient public data
Entrepreneurial and Small Business Operations.
CIP 5207 · Bachelor
Insufficient public data
Real Estate.
CIP 5215 · Bachelor
Insufficient public data
General Sales Merchandising and Related Marketing Operations.
CIP 5218 · Bachelor
Insufficient public data
Human Resources Management and Services.
CIP 5210 · Bachelor
Insufficient public data
Accounting and Related Services.
CIP 5203 · Bachelor
Insufficient public data
Business/Commerce General.
CIP 5201 · Doctoral
Insufficient public data
Accounting and Related Services.
CIP 5203 · Doctoral
Insufficient public data
Management Sciences and Quantitative Methods.
CIP 5213 · Doctoral
Insufficient public data
Marketing.
CIP 5214 · Doctoral
Insufficient public data
Entrepreneurial and Small Business Operations.
CIP 5207 · Graduate Certificate
Insufficient public data
Real Estate.
CIP 5215 · Graduate Certificate
Insufficient public data
Accounting and Related Services.
CIP 5203 · Master's
Insufficient public data
International Business.
CIP 5211 · Master's
Insufficient public data
Human Resources Management and Services.
CIP 5210 · Undergrad Certificate
Insufficient public data

Communications & Journalism

4 total
Communication and Media Studies.
CIP 0901 · Doctoral
Insufficient public data
Radio Television and Digital Communication.
CIP 0907 · Doctoral
Insufficient public data
Radio Television and Digital Communication.
CIP 0907 · Master's
Insufficient public data

Computer & Information Sciences

9 total
Computer Science.
CIP 1107 · Bachelor
Insufficient public data
Computer and Information Sciences General.
CIP 1101 · Doctoral
Insufficient public data
Computer Science.
CIP 1107 · Graduate Certificate
Insufficient public data
Computer and Information Sciences General.
CIP 1101 · Graduate Certificate
Insufficient public data
Computer Software and Media Applications.
CIP 1108 · Graduate Certificate
Insufficient public data
Computer Software and Media Applications.
CIP 1108 · Master's
Insufficient public data

Education

21 total
Education Other.
CIP 1399 · Doctoral
Insufficient public data
Teacher Education and Professional Development Specific Subject Areas.
CIP 1313 · Doctoral
Insufficient public data
Educational/Instructional Media Design.
CIP 1305 · Doctoral
Insufficient public data
Educational Assessment Evaluation and Research.
CIP 1306 · Doctoral
Insufficient public data
Education General.
CIP 1301 · Doctoral
Insufficient public data
Teaching English or French as a Second or Foreign Language.
CIP 1314 · Graduate Certificate
Insufficient public data
Special Education and Teaching.
CIP 1310 · Graduate Certificate
Insufficient public data
Teacher Education and Professional Development Specific Subject Areas.
CIP 1313 · Graduate Certificate
Insufficient public data
Teacher Education and Professional Development Specific Levels and Methods.
CIP 1312 · Graduate Certificate
Insufficient public data
Curriculum and Instruction.
CIP 1303 · Master's
Insufficient public data
Teaching English or French as a Second or Foreign Language.
CIP 1314 · Master's
Insufficient public data
Educational Assessment Evaluation and Research.
CIP 1306 · Master's
Insufficient public data
Educational/Instructional Media Design.
CIP 1305 · Master's
Insufficient public data
Special Education and Teaching.
CIP 1310 · Master's
Insufficient public data
Education Other.
CIP 1399 · Master's
Insufficient public data

Engineering

20 total
Electrical Electronics and Communications Engineering.
CIP 1410 · Bachelor
Insufficient public data
Engineering Other.
CIP 1499 · Bachelor
Insufficient public data
Systems Engineering.
CIP 1427 · Bachelor
Insufficient public data
Computer Engineering.
CIP 1409 · Bachelor
Insufficient public data
Engineering General.
CIP 1401 · Bachelor
Insufficient public data
Materials Engineering.
CIP 1418 · Bachelor
Insufficient public data
Chemical Engineering.
CIP 1407 · Doctoral
Insufficient public data
Materials Engineering.
CIP 1418 · Doctoral
Insufficient public data
Biomedical/Medical Engineering.
CIP 1405 · Doctoral
Insufficient public data
Mechanical Engineering.
CIP 1419 · Doctoral
Insufficient public data
Electrical Electronics and Communications Engineering.
CIP 1410 · Doctoral
Insufficient public data
Electrical Electronics and Communications Engineering.
CIP 1410 · Master's
Insufficient public data
Chemical Engineering.
CIP 1407 · Master's
Insufficient public data
Materials Engineering.
CIP 1418 · Master's
Insufficient public data
Mechanical Engineering.
CIP 1419 · Master's
Insufficient public data
Systems Engineering.
CIP 1427 · Master's
Insufficient public data

Engineering Technologies

3 total
Engineering-Related Fields.
CIP 1515 · Graduate Certificate
Insufficient public data
Nanotechnology.
CIP 1516 · Master's
Insufficient public data

English & Literature

6 total
Literature.
CIP 2314 · Bachelor ⚠ classification-sensitive
Insufficient public data
Rhetoric and Composition/Writing Studies.
CIP 2313 · Bachelor ⚠ classification-sensitive
Insufficient public data
English Language and Literature General.
CIP 2301 · Doctoral ⚠ classification-sensitive
Insufficient public data
Rhetoric and Composition/Writing Studies.
CIP 2313 · Post-Bacc Certificate ⚠ classification-sensitive
Insufficient public data
Rhetoric and Composition/Writing Studies.
CIP 2313 · Undergrad Certificate ⚠ classification-sensitive
Insufficient public data

Foreign Languages & Linguistics

14 total
Slavic Baltic and Albanian Languages Literatures and Linguistics.
CIP 1604 · Bachelor ⚠ classification-sensitive
Insufficient public data
Middle/Near Eastern and Semitic Languages Literatures and Linguistics.
CIP 1611 · Bachelor ⚠ classification-sensitive
Insufficient public data
Romance Languages Literatures and Linguistics.
CIP 1609 · Bachelor ⚠ classification-sensitive
Insufficient public data
East Asian Languages Literatures and Linguistics.
CIP 1603 · Bachelor ⚠ classification-sensitive
Insufficient public data
Foreign Languages Literatures and Linguistics Other.
CIP 1699 · Bachelor ⚠ classification-sensitive
Insufficient public data
Linguistic Comparative and Related Language Studies and Services.
CIP 1601 · Bachelor ⚠ classification-sensitive
Insufficient public data
Classics and Classical Languages Literatures and Linguistics.
CIP 1612 · Bachelor ⚠ classification-sensitive
Insufficient public data
Classics and Classical Languages Literatures and Linguistics.
CIP 1612 · Doctoral ⚠ classification-sensitive
Insufficient public data
East Asian Languages Literatures and Linguistics.
CIP 1603 · Doctoral ⚠ classification-sensitive
Insufficient public data
Middle/Near Eastern and Semitic Languages Literatures and Linguistics.
CIP 1611 · Doctoral ⚠ classification-sensitive
Insufficient public data
Germanic Languages Literatures and Linguistics.
CIP 1605 · Doctoral ⚠ classification-sensitive
Insufficient public data
Linguistic Comparative and Related Language Studies and Services.
CIP 1601 · Doctoral ⚠ classification-sensitive
Insufficient public data
Romance Languages Literatures and Linguistics.
CIP 1609 · Doctoral ⚠ classification-sensitive
Insufficient public data
Foreign Languages Literatures and Linguistics Other.
CIP 1699 · Doctoral ⚠ classification-sensitive
Insufficient public data

Health Professions & Clinical Sciences

32 total
Health and Medical Administrative Services.
CIP 5107 · Bachelor
Insufficient public data
Health and Medical Administrative Services.
CIP 5107 · Doctoral
Insufficient public data
Dentistry.
CIP 5104 · First Professional Degree
Insufficient public data
Advanced/Graduate Dentistry and Oral Sciences.
CIP 5105 · First Professional Degree
Insufficient public data
Veterinary Medicine.
CIP 5124 · First Professional Degree
Insufficient public data
Public Health.
CIP 5122 · First Professional Degree
Insufficient public data
Medical Illustration and Informatics.
CIP 5127 · Graduate Certificate
Insufficient public data
Health/Medical Preparatory Programs.
CIP 5111 · Graduate Certificate
Insufficient public data
Health Services/Allied Health/Health Sciences General.
CIP 5100 · Graduate Certificate
Insufficient public data
Mental and Social Health Services and Allied Professions.
CIP 5115 · Graduate Certificate
Insufficient public data
Practical Nursing Vocational Nursing and Nursing Assistants.
CIP 5139 · Graduate Certificate
Insufficient public data
Health Professions and Related Clinical Sciences Other.
CIP 5199 · Graduate Certificate
Insufficient public data
Registered Nursing Nursing Administration Nursing Research and Clinical Nursing.
CIP 5138 · Graduate Certificate
Insufficient public data
Medical Clinical Sciences/Graduate Medical Studies.
CIP 5114 · Graduate Certificate
Insufficient public data
Health and Medical Administrative Services.
CIP 5107 · Graduate Certificate
Insufficient public data
Advanced/Graduate Dentistry and Oral Sciences.
CIP 5105 · Graduate Certificate
Insufficient public data
Advanced/Graduate Dentistry and Oral Sciences.
CIP 5105 · Master's
Insufficient public data
Medical Illustration and Informatics.
CIP 5127 · Master's
Insufficient public data
Health/Medical Preparatory Programs.
CIP 5111 · Master's
Insufficient public data
Mental and Social Health Services and Allied Professions.
CIP 5115 · Master's
Insufficient public data
Dietetics and Clinical Nutrition Services.
CIP 5131 · Master's
Insufficient public data
Dentistry.
CIP 5104 · Master's
Insufficient public data

History

2 total
History.
CIP 5401 · Doctoral
Insufficient public data

Interdisciplinary Studies

17 total
Biological and Physical Sciences.
CIP 3001 · Bachelor ⚠ classification-sensitive
Insufficient public data
Mathematics and Computer Science.
CIP 3008 · Bachelor ⚠ classification-sensitive
Insufficient public data
Data Analytics.
CIP 3071 · Bachelor ⚠ classification-sensitive
Insufficient public data
International/Globalization Studies.
CIP 3020 · Bachelor ⚠ classification-sensitive
Insufficient public data
International/Globalization Studies.
CIP 3020 · Doctoral ⚠ classification-sensitive
Insufficient public data
Data Analytics.
CIP 3071 · Doctoral ⚠ classification-sensitive
Insufficient public data
Anthrozoology.
CIP 3034 · Graduate Certificate ⚠ classification-sensitive
Insufficient public data
Computational Science.
CIP 3030 · Graduate Certificate ⚠ classification-sensitive
Insufficient public data
Data Analytics.
CIP 3071 · Master's ⚠ classification-sensitive
Insufficient public data
Behavioral Sciences.
CIP 3017 · Master's ⚠ classification-sensitive
Insufficient public data
Anthrozoology.
CIP 3034 · Master's ⚠ classification-sensitive
Insufficient public data
Computational Science.
CIP 3030 · Master's ⚠ classification-sensitive
Insufficient public data
International/Globalization Studies.
CIP 3020 · Undergrad Certificate ⚠ classification-sensitive
Insufficient public data
Biological and Physical Sciences.
CIP 3001 · Undergrad Certificate ⚠ classification-sensitive
Insufficient public data
Digital Humanities and Textual Studies.
CIP 3052 · Undergrad Certificate ⚠ classification-sensitive
Insufficient public data
Intercultural/Multicultural and Diversity Studies.
CIP 3023 · Undergrad Certificate ⚠ classification-sensitive
Insufficient public data

Law & Legal Studies

6 total
Law.
CIP 2201 · First Professional Degree
Insufficient public data
Median earnings (yr 4): $302,120 · Benchmark: $54,534
Law.
CIP 2201 · Graduate Certificate
Insufficient public data
Non-Professional Legal Studies.
CIP 2200 · Graduate Certificate
Insufficient public data
Law.
CIP 2201 · Master's
Insufficient public data
Non-Professional Legal Studies.
CIP 2200 · Master's
Insufficient public data
Legal Research and Advanced Professional Studies.
CIP 2202 · Master's
Insufficient public data

Liberal Arts & Humanities

4 total
Liberal Arts and Sciences General Studies and Humanities.
CIP 2401 · Bachelor ⚠ classification-sensitive
Insufficient public data
Liberal Arts and Sciences General Studies and Humanities.
CIP 2401 · Post-Bacc Certificate ⚠ classification-sensitive
Insufficient public data
Liberal Arts and Sciences General Studies and Humanities.
CIP 2401 · Undergrad Certificate ⚠ classification-sensitive
Insufficient public data

Mathematics & Statistics

9 total
Statistics.
CIP 2705 · Bachelor
Insufficient public data
Mathematics.
CIP 2701 · Bachelor
Insufficient public data
Statistics.
CIP 2705 · Doctoral
Insufficient public data
Mathematics.
CIP 2701 · Doctoral
Insufficient public data
Applied Mathematics.
CIP 2703 · Doctoral
Insufficient public data
Statistics.
CIP 2705 · Master's
Insufficient public data
Applied Mathematics.
CIP 2703 · Master's
Insufficient public data
Applied Statistics.
CIP 2706 · Master's
Insufficient public data
Mathematics and Statistics Other.
CIP 2799 · Undergrad Certificate
Insufficient public data

Philosophy & Religious Studies

4 total
Religion/Religious Studies.
CIP 3802 · Bachelor ⚠ classification-sensitive
Insufficient public data
Religion/Religious Studies.
CIP 3802 · Doctoral ⚠ classification-sensitive
Insufficient public data
Philosophy.
CIP 3801 · Doctoral ⚠ classification-sensitive
Insufficient public data

Physical Sciences

12 total
Physics.
CIP 4008 · Bachelor
Insufficient public data
Geological and Earth Sciences/Geosciences.
CIP 4006 · Bachelor
Insufficient public data
Atmospheric Sciences and Meteorology.
CIP 4004 · Bachelor
Insufficient public data
Chemistry.
CIP 4005 · Bachelor
Insufficient public data
Geological and Earth Sciences/Geosciences.
CIP 4006 · Doctoral
Insufficient public data
Physics.
CIP 4008 · Doctoral
Insufficient public data
Chemistry.
CIP 4005 · Doctoral
Insufficient public data
Physics.
CIP 4008 · Graduate Certificate
Insufficient public data
Physics.
CIP 4008 · Master's
Insufficient public data
Chemistry.
CIP 4005 · Master's
Insufficient public data
Geological and Earth Sciences/Geosciences.
CIP 4006 · Master's
Insufficient public data
Atmospheric Sciences and Meteorology.
CIP 4004 · Undergrad Certificate
Insufficient public data

Psychology

9 total
Psychology Other.
CIP 4299 · Bachelor
Insufficient public data
Research and Experimental Psychology.
CIP 4227 · Bachelor
Insufficient public data
Clinical Counseling and Applied Psychology.
CIP 4228 · Bachelor
Insufficient public data
Research and Experimental Psychology.
CIP 4227 · Doctoral
Insufficient public data
Research and Experimental Psychology.
CIP 4227 · Master's
Insufficient public data
Clinical Counseling and Applied Psychology.
CIP 4228 · Undergrad Certificate
Insufficient public data

Public Administration & Social Work

5 total
Public Policy Analysis.
CIP 4405 · Bachelor
Insufficient public data
Public Policy Analysis.
CIP 4405 · Graduate Certificate
Insufficient public data

Social Sciences

20 total
Social Sciences Other.
CIP 4599 · Bachelor
Insufficient public data
Criminology.
CIP 4504 · Bachelor
Insufficient public data
Anthropology.
CIP 4502 · Bachelor
Insufficient public data
Social Sciences General.
CIP 4501 · Bachelor
Insufficient public data
Political Science and Government.
CIP 4510 · Doctoral
Insufficient public data
Demography.
CIP 4505 · Doctoral
Insufficient public data
Archeology.
CIP 4503 · Doctoral
Insufficient public data
Economics.
CIP 4506 · Doctoral
Insufficient public data
Social Sciences General.
CIP 4501 · Doctoral
Insufficient public data
Anthropology.
CIP 4502 · Doctoral
Insufficient public data
Criminology.
CIP 4504 · Doctoral
Insufficient public data
Sociology.
CIP 4511 · Doctoral
Insufficient public data
Geography and Cartography.
CIP 4507 · Graduate Certificate
Insufficient public data
Economics.
CIP 4506 · Master's
Insufficient public data
Geography and Cartography.
CIP 4507 · Master's
Insufficient public data

Visual & Performing Arts

10 total
Visual and Performing Arts General.
CIP 5001 · Bachelor
Insufficient public data
Film/Video and Photographic Arts.
CIP 5006 · Bachelor
Insufficient public data
Design and Applied Arts.
CIP 5004 · Bachelor
Insufficient public data
Music.
CIP 5009 · Bachelor
Insufficient public data
Drama/Theatre Arts and Stagecraft.
CIP 5005 · Bachelor
Insufficient public data
Fine and Studio Arts.
CIP 5007 · Doctoral
Insufficient public data
Film/Video and Photographic Arts.
CIP 5006 · Doctoral
Insufficient public data
Music.
CIP 5009 · Doctoral
Insufficient public data
Fine and Studio Arts.
CIP 5007 · Master's
Insufficient public data