Program Performance Data — 2026
DOE rulemaking data for 209,321 program groupings across all institutions. 2,874 carry a DOE-modeled fail designation. Start by choosing a state, metro, or field — or search for an institution above.
Browse by state
AK
Alaska
7 modeled fails
10 institutions
AL
Alabama
25 modeled fails
67 institutions
AR
Arkansas
35 modeled fails
76 institutions
AS
AS
0 modeled fails
1 institutions
AZ
Arizona
43 modeled fails
73 institutions
CA
California
345 modeled fails
533 institutions
CO
Colorado
67 modeled fails
74 institutions
CT
Connecticut
22 modeled fails
53 institutions
DC
D.C.
6 modeled fails
18 institutions
DE
Delaware
7 modeled fails
15 institutions
FL
Florida
197 modeled fails
269 institutions
FM
FM
0 modeled fails
1 institutions
GA
Georgia
90 modeled fails
114 institutions
GU
GU
0 modeled fails
3 institutions
HI
Hawaii
4 modeled fails
21 institutions
IA
Iowa
33 modeled fails
73 institutions
ID
Idaho
22 modeled fails
28 institutions
IL
Illinois
100 modeled fails
209 institutions
IN
Indiana
36 modeled fails
86 institutions
KS
Kansas
24 modeled fails
68 institutions
KY
Kentucky
35 modeled fails
74 institutions
LA
Louisiana
75 modeled fails
89 institutions
MA
Massachusetts
80 modeled fails
131 institutions
MD
Maryland
44 modeled fails
67 institutions
ME
Maine
14 modeled fails
33 institutions
MH
MH
0 modeled fails
1 institutions
MI
Michigan
71 modeled fails
133 institutions
MN
Minnesota
47 modeled fails
84 institutions
MO
Missouri
48 modeled fails
129 institutions
MP
MP
0 modeled fails
1 institutions
MS
Mississippi
50 modeled fails
46 institutions
MT
Montana
5 modeled fails
26 institutions
NC
North Carolina
81 modeled fails
142 institutions
ND
North Dakota
4 modeled fails
23 institutions
NE
Nebraska
13 modeled fails
38 institutions
NH
New Hampshire
9 modeled fails
29 institutions
NJ
New Jersey
50 modeled fails
118 institutions
NM
New Mexico
13 modeled fails
32 institutions
NV
Nevada
12 modeled fails
21 institutions
NY
New York
175 modeled fails
384 institutions
OH
Ohio
133 modeled fails
219 institutions
OK
Oklahoma
39 modeled fails
92 institutions
OR
Oregon
37 modeled fails
65 institutions
PA
Pennsylvania
115 modeled fails
258 institutions
PR
Puerto Rico
40 modeled fails
98 institutions
PW
PW
0 modeled fails
1 institutions
RI
Rhode Island
8 modeled fails
15 institutions
SC
South Carolina
42 modeled fails
75 institutions
SD
South Dakota
10 modeled fails
26 institutions
TN
Tennessee
90 modeled fails
130 institutions
TX
Texas
209 modeled fails
303 institutions
UT
Utah
45 modeled fails
52 institutions
VA
Virginia
89 modeled fails
117 institutions
VI
VI
0 modeled fails
1 institutions
VT
Vermont
9 modeled fails
18 institutions
WA
Washington
52 modeled fails
86 institutions
WI
Wisconsin
43 modeled fails
73 institutions
WV
West Virginia
22 modeled fails
64 institutions
WY
Wyoming
2 modeled fails
10 institutions
Top metros by modeled fails Browse all →
Los Angeles-Long Beach-Anaheim, CA
219 institutions
154
New York-Newark-Jersey City, NY-NJ-PA
324 institutions
152
Miami-Fort Lauderdale-Pompano Beach, FL
104 institutions
80
Chicago-Naperville-Elgin, IL-IN-WI
146 institutions
71
Boston-Cambridge-Newton, MA-NH
83 institutions
45
Riverside-San Bernardino-Ontario, CA
44 institutions
42
Philadelphia-Camden-Wilmington, PA-NJ-DE-MD
102 institutions
42
Dallas-Fort Worth-Arlington, TX
66 institutions
40
Atlanta-Sandy Springs-Alpharetta, GA
53 institutions
39
Pittsburgh, PA
53 institutions
33
Top fields by modeled fails Browse all →
About this data.
DOE's public PPD:2026 file models program earnings at the institution × credential × 4-digit CIP level.
The actual proposed rule would operate at the 6-digit CIP level, so one record here may represent
multiple distinct majors. Institutions assign CIP codes themselves, so similar programs at different
colleges may be classified differently.
Full methodology →