Paper

Geography’s Role in Shaping
Community College Students’
‘Choice Sets’
Joanna D. Sánchez & Eliza Epstein
Educational Policy and Planning Doctoral Students
The University of Texas at Austin
SID
33
33
33
66
66
66
44
44
44
11
11
28
85
19
19
19
76
76
76
5
72
72
72
96
96
96
3
3
3
68
68
99
99
99
103
103
103
81
81
81
30
30
30
77
77
77
25
25
25
53
53
53
104
104
50
50
50
49
49
69
74
74
74
57
57
57
48
101
101
101
55
55
55
63
63
63
88
88
88
89
89
89
91
91
7
7
23
23
23
43
43
43
39
Point A: Student's Home Location
From_pseudonym From_Latitude From_Longitude
AB
30.413511
-97.668206
AB
30.413511
-97.668206
AB
30.413511
-97.668206
AS
29.507184
-98.409279
AS
29.507184
-98.409279
AS
29.507184
-98.409279
AT
30.55904
-97.673271
AT
30.55904
-97.673271
AT
30.55904
-97.673271
BC
30.144347
-97.790915
BC
30.144347
-97.790915
BC2
30.254869
-97.709988
BC3
29.63406
-98.304477
BJ
30.465844
-97.849308
BJ
30.465844
-97.849308
BJ
30.465844
-97.849308
BK
29.413583
-98.448585
BK
29.413583
-98.448585
BK
29.413583
-98.448585
BM
30.40051
-97.707041
BS
29.555872
-98.27783
BS
29.555872
-98.27783
BS
29.555872
-98.27783
BT
29.426157
-98.402091
BT
29.426157
-98.402091
BT
29.426157
-98.402091
BZ
30.150488
-97.849908
BZ
30.150488
-97.849908
BZ
30.150488
-97.849908
CC*
29.364989
-98.482417
CC*
29.364989
-98.482417
CD
29.432805
-98.40908
CD
29.432805
-98.40908
CD
29.432805
-98.40908
CE
29.473461
-98.459491
CE
29.473461
-98.459491
CE
29.473461
-98.459491
CG
29.393669
-98.682831
CG
29.393669
-98.682831
CG
29.393669
-98.682831
CK
30.283442
-97.74134
CK
30.283442
-97.74134
CK
30.283442
-97.74134
CK2
29.489162
-98.554108
CK2
29.489162
-98.554108
CK2
29.489162
-98.554108
CM
30.356542
-97.750947
CM
30.356542
-97.750947
CM
30.356542
-97.750947
CM2
30.283088
-97.74383
CM2
30.283088
-97.74383
CM2
30.283088
-97.74383
CS
29.347754
-98.447915
CS
29.347754
-98.447915
DC
30.290827
-97.743615
DC
30.290827
-97.743615
DC
30.290827
-97.743615
DT
30.435053
-97.694685
DT
30.435053
-97.694685
FS
29.521797
-98.323533
GA
29.374355
-98.385532
GA
29.374355
-98.385532
GA
29.374355
-98.385532
GC
29.351987
-98.640938
GC
29.351987
-98.640938
GC
29.351987
-98.640938
GD
30.4184
-97.654893
GH
29.519822
-98.597653
GH
29.519822
-98.597653
GH
29.519822
-98.597653
GM
29.390517
-98.454943
GM
29.390517
-98.454943
GM
29.390517
-98.454943
GS
29.389492
-98.46668
GS
29.389492
-98.46668
GS
29.389492
-98.46668
GV
29.422416
-98.576897
GV
29.422416
-98.576897
GV
29.422416
-98.576897
GV2
29.485405
-98.451327
GV2
29.485405
-98.451327
GV2
29.485405
-98.451327
GY
29.533599
-98.566812
GY
29.533599
-98.566812
HA
30.2343
-97.71599
HA
30.2343
-97.71599
HC
30.287682
-97.74612
HC
30.287682
-97.74612
HC
30.287682
-97.74612
HD
29.895034
-97.917549
HD
29.895034
-97.917549
HD
29.895034
-97.917549
HE
30.23864
-97.717328
Driving Distance
between Point A
and Point B
Total_Miles
212.18
10.81
248.78
70.66
2.95
16.89
21.56
96.91
103.32
10.93
21.66
3.02
174.52
72.46
18.79
5.30
7.20
177.86
149.77
9.73
24.12
17.53
13.91
7.69
21.92
14.45
414.11
125.50
14.47
195.18
384.80
21.27
150.35
45.86
44.87
7.49
74.73
9.75
14.26
17.98
1.36
4.28
83.70
14.58
8.04
5.04
6.62
10.28
96.26
1.38
499.86
112.58
22.78
52.86
1.33
4.82
167.18
14.08
12.35
9.32
191.96
80.93
12.50
14.16
204.37
18.82
94.66
18.15
6.84
83.66
80.10
249.97
50.24
147.59
51.11
6.22
2.61
10.66
16.17
73.63
16.32
14.76
80.98
51.12
29.72
4.57
1.57
84.19
112.56
1.75
214.52
247.68
4.25
"As the crow flies"
Distance between
Point A and Point B
Point B: University Ranked by Student
To_universityname
To_pseudonym To_uid
Total_Miles
195.2
AB
31 University of North Texas
9.6
AB
23 The University of Texas at Austin
197.6
AB
12 Stephen F. Austin University
67.4
AS
23 The University of Texas at Austin
2.9
AS
32 University of the Incarnate Word
13.6
AS
26 The University of Texas at San Antonio
19.2
AT
23 The University of Texas at Austin
79.6
AT
16 Texas A&M University-College Station
90.4
AT
25 The University of Texas Health Science Center
10.4
BC
23 The University of Texas at Austin
41.1
BC
19 Texas State University San Marcos
2.4
BC2
23 The University of Texas at Austin
135.6
BC3
16 Texas A&M University-College Station
40.7
BJ
15 Texas A&M University-Central Texas
14.4
BJ
23 The University of Texas at Austin
3.2
BJ
3 Concordia University
5
BK
32 University of the Incarnate Word
167.3
BK
2 Baylor University
135.6
BK
14 Texas A&M University-Corpus Christi
8.1
BM
23 The University of Texas at Austin
20.5
BS
26 The University of Texas at San Antonio
14
BS
27 Trinity University
11.5
BS
32 University of the Incarnate Word
5.1
BT
32 University of the Incarnate Word
16.9
BT
26 The University of Texas at San Antonio
10.8
BT
17 Texas A&M University-San Antonio
334.7
BZ
21 Texas Tech University
95.6
BZ
16 Texas A&M University-College Station
11.8
BZ
23 The University of Texas at Austin
154.6
CC
16 Texas A&M University-College Station
312.1
CC
73 Midwestern State University
16.3
CD
26 The University of Texas at San Antonio
135.5
CD
14 Texas A&M University-Corpus Christi
42.3
CD
19 Texas State University San Marcos
42.4
CE
19 Texas State University San Marcos
6
CE
6 Our Lady of the Lake University
71.1
CE
23 The University of Texas at Austin
8.2
CG
11 St. Marys University
11.1
CG
17 Texas A&M University-San Antonio
13.7
CG
26 The University of Texas at San Antonio
0.8
CK
23 The University of Texas at Austin
3.8
CK
10 St. Edwards University
71.3
CK
26 The University of Texas at San Antonio
12.4
CK2
17 Texas A&M University-San Antonio
6.2
CK2
32 University of the Incarnate Word
4.4
CK2
6 Our Lady of the Lake University
5.1
CM
23 The University of Texas at Austin
8.8
CM
10 St. Edwards University
90.4
CM
2 Baylor University
0.9
CM2
23 The University of Texas at Austin
332.7
CM2
21 Texas Tech University
86.2
CM2
16 Texas A&M University-College Station
19.2
CS
26 The University of Texas at San Antonio
48.2
CS
19 Texas State University San Marcos
1
DC
23 The University of Texas at Austin
4.3
DC
10 St. Edwards University
149.3
DC
28 University of Houston
11.9
DT
5 Hutson-Tillotson University
10.5
DT
23 The University of Texas at Austin
8.1
FS
32 University of the Incarnate Word
149.4
GA
16 Texas A&M University-College Station
74.1
GA
23 The University of Texas at Austin
9.5
GA
17 Texas A&M University-San Antonio
11.4
GC
25 The University of Texas Health Science Center
163
GC
16 Texas A&M University-College Station
14.7
GC
32 University of the Incarnate Word
81.4
GD
26 The University of Texas at San Antonio
15
GH
17 Texas A&M University-San Antonio
4.6
GH
26 The University of Texas at San Antonio
74.1
GH
23 The University of Texas at Austin
75.5
GM
23 The University of Texas at Austin
226.8
GM
77 The University of Texas Rio Grande Valley
46.3
GM
19 Texas State University San Marcos
134.7
GS
14 Texas A&M University-Corpus Christi
46.8
GS
19 Texas State University San Marcos
5.2
GS
6 Our Lady of the Lake University
2.1
GV
6 Our Lady of the Lake University
8.3
GV
17 Texas A&M University-San Antonio
11.4
GV
26 The University of Texas at San Antonio
70.1
GV2
23 The University of Texas at Austin
12.1
GV2
26 The University of Texas at San Antonio
12.8
GV2
17 Texas A&M University-San Antonio
72.2
GY
23 The University of Texas at Austin
45
GY
19 Texas State University San Marcos
27.6
HA
19 Texas State University San Marcos
3.6
HA
23 The University of Texas at Austin
1.1
HC
23 The University of Texas at Austin
71.4
HC
26 The University of Texas at San Antonio
86.9
HC
16 Texas A&M University-College Station
1.4
HD
19 Texas State University San Marcos
161.1
HD
13 Tarleton State University
184.6
HD
1 Angelo State
3.3
HE
23 The University of Texas at Austin
To_Latitude To_Longitude
33.210984 -97.147054
30.285036 -97.728855
31.62058
-94.64653
30.285036 -97.728855
29.485405 -98.451327
29.584521 -98.617292
30.285036 -97.728855
30.6133
-96.339924
29.507494 -98.575374
30.285036 -97.728855
29.88865
-97.939078
30.285036 -97.728855
30.6133
-96.339924
31.052772 -97.773829
30.285036 -97.728855
30.420941 -97.836282
29.485405 -98.451327
31.547805
-97.11151
27.7135
-97.324824
30.285036 -97.728855
29.584521 -98.617292
29.463059 -98.484147
29.485405 -98.451327
29.485405 -98.451327
29.584521 -98.617292
29.311312 -98.524658
33.585428 -101.87713
30.6133
-96.339924
30.285036 -97.728855
30.6133
-96.339924
33.8969
-98.515
29.584521 -98.617292
27.7135
-97.324824
29.88865
-97.939078
29.88865
-97.939078
29.425864
-98.54243
30.285036 -97.728855
29.45169
-98.56403
29.311312 -98.524658
29.584521 -98.617292
30.285036 -97.728855
30.229271 -97.753331
29.584521 -98.617292
29.311312 -98.524658
29.485405 -98.451327
29.425864
-98.54243
30.285036 -97.728855
30.229271 -97.753331
31.547805
-97.11151
30.285036 -97.728855
33.585428 -101.87713
30.6133
-96.339924
29.584521 -98.617292
29.88865
-97.939078
30.285036 -97.728855
30.229271 -97.753331
29.696614 -95.347346
30.264681 -97.722331
30.285036 -97.728855
29.485405 -98.451327
30.6133
-96.339924
30.285036 -97.728855
29.311312 -98.524658
29.507494 -98.575374
30.6133
-96.339924
29.485405 -98.451327
29.584521 -98.617292
29.311312 -98.524658
29.584521 -98.617292
30.285036 -97.728855
30.285036 -97.728855
26.173539 -97.665737
29.88865
-97.939078
27.7135
-97.324824
29.88865
-97.939078
29.425864
-98.54243
29.425864
-98.54243
29.311312 -98.524658
29.584521 -98.617292
30.285036 -97.728855
29.584521 -98.617292
29.311312 -98.524658
30.285036 -97.728855
29.88865
-97.939078
29.88865
-97.939078
30.285036 -97.728855
30.285036 -97.728855
29.584521 -98.617292
30.6133
-96.339924
29.88865
-97.939078
32.21501
-98.214778
31.442651 -100.465404
30.285036 -97.728855
39
39
42
42
59
59
59
12
12
12
14
14
58
58
58
18
18
18
20
20
20
67
70
70
70
61
61
61
60
60
60
97
97
97
22
22
22
82
82
75
75
75
10
10
10
78
78
78
87
87
87
93
93
65
65
65
98
98
98
100
100
100
71
71
64
64
64
62
62
15
15
102
102
102
4
4
52
2
2
84
84
90
90
90
38
38
38
1
1
1
24
24
24
8
8
8
80
80
40
40
40
HE
HE
HM
HM
HM2
HM2
HM2
HP
HP
HP
HR
HR
KA
KA
KA
KM
KM
KM
KS
KS
KS
LC
LM
LM
LM
LP
LP
LP
MA2
MA2
MA2
MA3
MA3
MA3
MM2
MM2
MM2
MR**
MR**
OD
OD
OD
OS
OS
OS
OT
OT
OT
PA
PA
PA
PD
PD
PS
PS
PS
PS2
PS2
PS2
PS3
PS3
PS3
PT
PT
RH
RH
RH
RJ
RJ
RM
RM
RS
RS
RS
SC
SC
SS2
SS3
SS3
TA
TA
TA2
TA2
TA2
TD
TD
TD
TK
TK
TK
TV
TV
TV
UJ
UJ
UJ
VL
VL
WY
WY
WY
30.23864
30.23864
30.460667
30.460667
29.522979
29.522979
29.522979
30.324665
30.324665
30.324665
30.287302
30.287302
29.672578
29.672578
29.672578
30.464299
30.464299
30.464299
30.289557
30.289557
30.289557
29.394756
29.493118
29.493118
29.493118
29.542158
29.542158
29.542158
29.331315
29.331315
29.331315
29.588487
29.588487
29.588487
30.238131
30.238131
30.238131
29.414397
29.414397
29.617087
29.617087
29.617087
30.2343
30.2343
30.2343
29.430418
29.430418
29.430418
29.484699
29.484699
29.484699
29.502403
29.502403
29.590474
29.590474
29.590474
29.567795
29.567795
29.567795
29.504721
29.504721
29.504721
29.787925
29.787925
29.378803
29.378803
29.378803
29.371228
29.371228
30.367848
30.367848
29.461942
29.461942
29.461942
30.201004
30.201004
30.269353
30.055283
30.055283
29.469458
29.469458
29.39294
29.39294
29.39294
30.272921
30.272921
30.272921
30.325263
30.325263
30.325263
30.32657
30.32657
30.32657
30.460198
30.460198
30.460198
29.693748
29.693748
30.296682
30.296682
30.296682
Notes
* Student's #1 school is online
** Student's #3 school is online
-97.717328
-97.717328
-97.801755
-97.801755
-98.351217
-98.351217
-98.351217
-97.753718
-97.753718
-97.753718
-97.7424
-97.7424
-98.142307
-98.142307
-98.142307
-97.824915
-97.824915
-97.824915
-97.728876
-97.728876
-97.728876
-98.312368
-98.331429
-98.331429
-98.331429
-98.353054
-98.353054
-98.353054
-98.425714
-98.425714
-98.425714
-98.447433
-98.447433
-98.447433
-97.713367
-97.713367
-97.713367
-98.718201
-98.718201
-98.219553
-98.219553
-98.219553
-97.71599
-97.71599
-97.71599
-98.625263
-98.625263
-98.625263
-98.661094
-98.661094
-98.661094
-98.648523
-98.648523
-98.340015
-98.340015
-98.340015
-98.458971
-98.458971
-98.458971
-98.586248
-98.586248
-98.586248
-98.459806
-98.459806
-98.450525
-98.450525
-98.450525
-98.467314
-98.467314
-97.955005
-97.955005
-98.827009
-98.827009
-98.827009
-97.8335
-97.8335
-97.694961
-97.832282
-97.832282
-98.528161
-98.528161
-98.455306
-98.455306
-98.455306
-97.744386
-97.744386
-97.744386
-97.699263
-97.699263
-97.699263
-97.873522
-97.873522
-97.873522
-97.988348
-97.988348
-97.988348
-98.076649
-98.076649
-97.768226
-97.768226
-97.768226
81.65
115.11
15.75
105.15
20.58
22.81
17.54
4.02
111.73
87.49
1.39
4.61
21.06
175.60
278.33
17.42
106.19
17.42
0.52
99.47
111.22
22.52
22.24
267.05
71.37
66.81
177.84
197.48
8.53
14.09
24.94
12.13
22.86
44.28
4.85
30.00
226.44
18.02
15.54
57.54
168.56
21.65
4.57
4.57
103.82
15.49
5.99
12.88
57.73
309.19
87.59
9.09
87.50
211.43
262.00
22.15
74.93
185.96
12.63
8.17
7.01
16.55
175.42
76.15
81.28
20.97
51.43
82.23
20.48
23.52
117.32
211.65
21.68
225.65
11.15
29.06
138.70
13.49
14.68
12.68
4.25
9.97
32.01
69.06
500.43
1.91
1.91
3.76
34.99
3.76
12.38
38.27
12.22
32.73
109.70
121.13
37.41
31.60
114.51
3.09
102.76
70.3
86.2
12.9
87.8
16.6
17.9
13.7
3.1
86.7
72.7
0.8
4.1
19.3
143.8
243.7
13.6
89.2
184.9
0.3
94.7
85.8
17.7
18.3
234.3
65.5
63.4
141.4
181.2
6.1
11.8
20.9
10.2
19.7
36.9
3.4
27.6
207.5
13.7
13.2
54.6
131.8
19.1
197.9
3.6
97.4
10.6
5
10.2
51.6
271.9
78.6
6
77.2
181
228.1
16.5
66
145.9
9.6
5.8
6
13.8
55.6
145.4
76
17.4
46.7
77
17.3
14.7
95.5
168.8
15.2
210.1
8.5
22.4
109
12.9
13.1
10.9
3.1
6.9
30.9
61.2
333.2
195.8
1.2
3.4
33.2
191.6
9.1
30.4
9.8
19.6
74.8
98.9
33.6
29.2
88
2.5
94.6
HE
HE
HM
HM
HM2
HM2
HM2
HP
HP
HP
HR
HR
KA
KA
KA
KM
KM
KM
KS
KS
KS
LC
LM
LM
LM
LP
LP
LP
MA2
MA2
MA2
MA3
MA3
MA3
MM2
MM2
MM2
MR
MR
OD
OD
OD
OS
OS
OS
OT
OT
OT
PA
PA
PA
PD
PD
PS
PS
PS
PS2
PS2
PS2
PS3
PS3
PS3
PT
PT
RH
RH
RH
RJ
RJ
RM
RM
RS
RS
RS
SC
SC
SS2
SS3
SS3
TA
TA
TA2
TA2
TA2
TD
TD
TD
TK
TK
TK
TV
TV
TV
UJ
UJ
UJ
VL
VL
WY
WY
WY
26
16
23
16
26
17
11
23
16
26
23
10
19
14
77
23
16
24
23
2
16
25
26
22
23
23
16
28
17
11
26
26
17
19
23
19
31
17
26
23
16
27
24
23
2
26
6
17
19
31
23
26
23
13
22
11
23
16
26
26
6
17
2
23
23
26
19
23
26
23
2
16
26
28
23
19
29
10
19
17
6
17
18
8
21
24
23
23
19
24
23
19
10
23
27
16
6
27
16
23
2
The University of Texas at San Antonio
Texas A&M University-College Station
The University of Texas at Austin
Texas A&M University-College Station
The University of Texas at San Antonio
Texas A&M University-San Antonio
St. Marys University
The University of Texas at Austin
Texas A&M University-College Station
The University of Texas at San Antonio
The University of Texas at Austin
St. Edwards University
Texas State University San Marcos
Texas A&M University-Corpus Christi
The University of Texas Rio Grande Valley
The University of Texas at Austin
Texas A&M University-College Station
The University of Texas at Dallas
The University of Texas at Austin
Baylor University
Texas A&M University-College Station
The University of Texas Health Science Center
The University of Texas at San Antonio
The University of Texas at Arlington
The University of Texas at Austin
The University of Texas at Austin
Texas A&M University-College Station
University of Houston
Texas A&M University-San Antonio
St. Marys University
The University of Texas at San Antonio
The University of Texas at San Antonio
Texas A&M University-San Antonio
Texas State University San Marcos
The University of Texas at Austin
Texas State University San Marcos
University of North Texas
Texas A&M University-San Antonio
The University of Texas at San Antonio
The University of Texas at Austin
Texas A&M University-College Station
Trinity University
The University of Texas at Dallas
The University of Texas at Austin
Baylor University
The University of Texas at San Antonio
Our Lady of the Lake University
Texas A&M University-San Antonio
Texas State University San Marcos
University of North Texas
The University of Texas at Austin
The University of Texas at San Antonio
The University of Texas at Austin
Tarleton State University
The University of Texas at Arlington
St. Marys University
The University of Texas at Austin
Texas A&M University-College Station
The University of Texas at San Antonio
The University of Texas at San Antonio
Our Lady of the Lake University
Texas A&M University-San Antonio
Baylor University
The University of Texas at Austin
The University of Texas at Austin
The University of Texas at San Antonio
Texas State University San Marcos
The University of Texas at Austin
The University of Texas at San Antonio
The University of Texas at Austin
Baylor University
Texas A&M University-College Station
The University of Texas at San Antonio
University of Houston
The University of Texas at Austin
Texas State University San Marcos
University of Houston-Victoria
St. Edwards University
Texas State University San Marcos
Texas A&M University-San Antonio
Our Lady of the Lake University
Texas A&M University-San Antonio
Texas Lutheran University
Schreiner University
Texas Tech University
The University of Texas at Dallas
The University of Texas at Austin
The University of Texas at Austin
Texas State University San Marcos
The University of Texas at Dallas
The University of Texas at Austin
Texas State University San Marcos
St. Edwards University
The University of Texas at Austin
Trinity University
Texas A&M University-College Station
Our Lady of the Lake University
Trinity University
Texas A&M University-College Station
The University of Texas at Austin
Baylor University
29.584521
30.6133
30.285036
30.6133
29.584521
29.311312
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29.88865
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31.547805
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29.584521
29.696614
30.285036
29.88865
28.816247
30.229271
29.88865
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Community College Study:
Distances between
a Student's Home and The
Top 3 Universities
They Want to Transfer To
Contact Information
Dr. Huriya Jabbar: [email protected]
Joanna D. Sánchez: [email protected]
Eliza Epstein: [email protected]