Trend

students who received their education on campus have higher chance to be satisfed by their education

satisfacation v.s. education method
q7.education_method Very satisfied Satisfied Neutral Dissatisfied Very dissatisfied Total Very satisfied percent Satisfied percent Neutral percent Dissatisfied percent Very dissatisfied percent Total percent
Mostly on campus with some online courses 37 68 20 9 7 141 0.2624113 0.4822695 0.1418440 0.0638298 0.0496454 1
Mostly online with a few courses on campus 3 9 1 NA 2 15 0.2000000 0.6000000 0.0666667 NA 0.1333333 1
On campus 1104 858 171 56 85 2274 0.4854881 0.3773087 0.0751979 0.0246262 0.0373791 1
Online 14 18 10 NA 1 43 0.3255814 0.4186047 0.2325581 NA 0.0232558 1

students who received their education on campus are more likely to value their experience

value v.s. education method
q7.education_method It was definitely worth the time and money I invested in it. It was worth the time and money I invested in it. It was partially worth the time and money I invested in it. It was not worth the time and money I invested in it. Too early to tell. I have to see how my future turns out. Total It was definitely worth the time and money I invested in it. percent It was worth the time and money I invested in it. percent It was partially worth the time and money I invested in it. percent It was not worth the time and money I invested in it. percent Too early to tell. I have to see how my future turns out. percent Total percent
Mostly on campus with some online courses 40 51 34 11 5 141 0.2836879 0.3617021 0.2411348 0.0780142 0.0354610 1
Mostly online with a few courses on campus 6 3 5 1 NA 15 0.4000000 0.2000000 0.3333333 0.0666667 NA 1
On campus 1450 511 223 80 10 2274 0.6376429 0.2247142 0.0980651 0.0351803 0.0043975 1
Online 16 8 13 5 1 43 0.3720930 0.1860465 0.3023256 0.1162791 0.0232558 1

students who studied public health and human studies, animal studies, forestry, liberal arts are struggling to manage the student debt.

debt v.s. major
Major_2 I didn’t graduate with student loan debt. The student loan debt that I graduated with did not significantly impact my life. I was able to manage my student loan debt early in my career, and it has not had long-term effects. Managing my student loan debt had some challenges, and it has had some impact on my life. Managing my student loan debt has been a major struggle, and it continues to impact my life. Managing my student loan debt was a large burden and has had a strong impact on my life. Total I didn’t graduate with student loan debt. percent The student loan debt that I graduated with did not significantly impact my life. percent I was able to manage my student loan debt early in my career, and it has not had long-term effects. percent Managing my student loan debt had some challenges, and it has had some impact on my life. percent Managing my student loan debt has been a major struggle, and it continues to impact my life. percent Managing my student loan debt was a large burden and has had a strong impact on my life. percent Total percent
Public Health and Human Studies 101 30 29 30 8 18 216 0.4675926 0.1388889 0.1342593 0.1388889 0.0370370 0.0833333 1
Animal Studies and Pre-vet 41 9 10 6 5 6 77 0.5324675 0.1168831 0.1298701 0.0779221 0.0649351 0.0779221 1
Forestry 71 15 20 6 1 7 120 0.5916667 0.1250000 0.1666667 0.0500000 0.0083333 0.0583333 1
Liberal Arts 94 25 35 24 21 12 211 0.4454976 0.1184834 0.1658768 0.1137441 0.0995261 0.0568720 1
Social Sciences 106 21 40 24 12 12 215 0.4930233 0.0976744 0.1860465 0.1116279 0.0558140 0.0558140 1
Earth, Ocean, and Atmospheric 30 10 9 6 5 3 63 0.4761905 0.1587302 0.1428571 0.0952381 0.0793651 0.0476190 1
Physical Sciences 124 22 29 9 3 8 195 0.6358974 0.1128205 0.1487179 0.0461538 0.0153846 0.0410256 1
Agricultural Science 79 17 34 11 7 6 154 0.5129870 0.1103896 0.2207792 0.0714286 0.0454545 0.0389610 1
Business 248 65 85 38 11 17 464 0.5344828 0.1400862 0.1831897 0.0818966 0.0237069 0.0366379 1
Computer Science and IT 40 9 33 8 NA 3 93 0.4301075 0.0967742 0.3548387 0.0860215 NA 0.0322581 1
Engineering 189 60 53 19 1 8 330 0.5727273 0.1818182 0.1606061 0.0575758 0.0030303 0.0242424 1
Biological Sciences 88 17 30 12 3 3 153 0.5751634 0.1111111 0.1960784 0.0784314 0.0196078 0.0196078 1
Education 74 12 11 2 1 2 102 0.7254902 0.1176471 0.1078431 0.0196078 0.0098039 0.0196078 1
Math and Statistics 35 8 8 2 1 1 55 0.6363636 0.1454545 0.1454545 0.0363636 0.0181818 0.0181818 1
Unclear 12 3 8 1 1 NA 25 0.4800000 0.1200000 0.3200000 0.0400000 0.0400000 NA 1

students who studied engineering, education, physical sciences, and biological sciences find the experience more satisfied.

satisfaction v.s. major
Major_2 Very satisfied Satisfied Neutral Dissatisfied Very dissatisfied Total Very satisfied percent Satisfied percent Neutral percent Dissatisfied percent Very dissatisfied percent Total percent
Engineering 196 87 16 6 25 330 0.5939394 0.2636364 0.0484848 0.0181818 0.0757576 1
Education 58 30 7 3 4 102 0.5686275 0.2941176 0.0686275 0.0294118 0.0392157 1
Physical Sciences 110 64 9 2 10 195 0.5641026 0.3282051 0.0461538 0.0102564 0.0512821 1
Biological Sciences 75 58 11 3 6 153 0.4901961 0.3790850 0.0718954 0.0196078 0.0392157 1
Forestry 58 44 10 6 2 120 0.4833333 0.3666667 0.0833333 0.0500000 0.0166667 1
Unclear 12 8 2 3 NA 25 0.4800000 0.3200000 0.0800000 0.1200000 NA 1
Agricultural Science 73 60 14 2 5 154 0.4740260 0.3896104 0.0909091 0.0129870 0.0324675 1
Public Health and Human Studies 98 94 17 3 4 216 0.4537037 0.4351852 0.0787037 0.0138889 0.0185185 1
Math and Statistics 23 26 4 2 NA 55 0.4181818 0.4727273 0.0727273 0.0363636 NA 1
Business 194 205 44 9 12 464 0.4181034 0.4418103 0.0948276 0.0193966 0.0258621 1
Animal Studies and Pre-vet 32 30 11 2 2 77 0.4155844 0.3896104 0.1428571 0.0259740 0.0259740 1
Liberal Arts 87 84 21 8 11 211 0.4123223 0.3981043 0.0995261 0.0379147 0.0521327 1
Social Sciences 87 83 23 13 9 215 0.4046512 0.3860465 0.1069767 0.0604651 0.0418605 1
Computer Science and IT 35 49 6 1 2 93 0.3763441 0.5268817 0.0645161 0.0107527 0.0215054 1
Earth, Ocean, and Atmospheric 20 31 7 2 3 63 0.3174603 0.4920635 0.1111111 0.0317460 0.0476190 1

students who studied engineering, physical sciences, biological sciences, and education find the experience more valuable.

value v.s. major
Major_2 It was definitely worth the time and money I invested in it. It was worth the time and money I invested in it. It was partially worth the time and money I invested in it. It was not worth the time and money I invested in it. Too early to tell. I have to see how my future turns out. Total It was definitely worth the time and money I invested in it. percent It was worth the time and money I invested in it. percent It was partially worth the time and money I invested in it. percent It was not worth the time and money I invested in it. percent Too early to tell. I have to see how my future turns out. percent Total percent
Engineering 262 40 21 6 1 330 0.7939394 0.1212121 0.0636364 0.0181818 0.0030303 1
Physical Sciences 148 34 6 7 NA 195 0.7589744 0.1743590 0.0307692 0.0358974 NA 1
Unclear 17 NA 5 3 NA 25 0.6800000 NA 0.2000000 0.1200000 NA 1
Biological Sciences 101 29 17 5 1 153 0.6601307 0.1895425 0.1111111 0.0326797 0.0065359 1
Education 65 21 13 3 NA 102 0.6372549 0.2058824 0.1274510 0.0294118 NA 1
Agricultural Science 96 33 22 2 1 154 0.6233766 0.2142857 0.1428571 0.0129870 0.0064935 1
Forestry 73 28 14 5 NA 120 0.6083333 0.2333333 0.1166667 0.0416667 NA 1
Public Health and Human Studies 128 55 21 10 2 216 0.5925926 0.2546296 0.0972222 0.0462963 0.0092593 1
Computer Science and IT 54 26 8 4 1 93 0.5806452 0.2795699 0.0860215 0.0430108 0.0107527 1
Business 265 133 52 11 3 464 0.5711207 0.2866379 0.1120690 0.0237069 0.0064655 1
Math and Statistics 28 17 8 2 NA 55 0.5090909 0.3090909 0.1454545 0.0363636 NA 1
Liberal Arts 105 53 31 18 4 211 0.4976303 0.2511848 0.1469194 0.0853081 0.0189573 1
Animal Studies and Pre-vet 38 21 15 3 NA 77 0.4935065 0.2727273 0.1948052 0.0389610 NA 1
Earth, Ocean, and Atmospheric 31 18 11 3 NA 63 0.4920635 0.2857143 0.1746032 0.0476190 NA 1
Social Sciences 101 65 31 15 3 215 0.4697674 0.3023256 0.1441860 0.0697674 0.0139535 1
value v.s. graduation
yr_inv It was definitely worth the time and money I invested in it. It was worth the time and money I invested in it. It was partially worth the time and money I invested in it. It was not worth the time and money I invested in it. Too early to tell. I have to see how my future turns out. Total It was definitely worth the time and money I invested in it. percent It was worth the time and money I invested in it. percent It was partially worth the time and money I invested in it. percent It was not worth the time and money I invested in it. percent Too early to tell. I have to see how my future turns out. percent Total percent
1950-60 90 20 1 NA NA 111 0.8108108 0.1801802 0.0090090 NA NA 1
1960-70 298 53 20 4 NA 375 0.7946667 0.1413333 0.0533333 0.0106667 NA 1
1970-80 358 110 30 15 1 514 0.6964981 0.2140078 0.0583658 0.0291829 0.0019455 1
1980-90 306 90 39 12 NA 447 0.6845638 0.2013423 0.0872483 0.0268456 NA 1
1990-2000 179 83 36 10 NA 308 0.5811688 0.2694805 0.1168831 0.0324675 NA 1
2000-2010 151 113 63 23 1 351 0.4301994 0.3219373 0.1794872 0.0655271 0.0028490 1
2010-2020 122 104 86 33 14 359 0.3398329 0.2896936 0.2395543 0.0919220 0.0389972 1
NA 8 NA NA NA NA 8 1.0000000 NA NA NA NA 1
debt v.s. graduation
yr_inv I didn’t graduate with student loan debt. The student loan debt that I graduated with did not significantly impact my life. I was able to manage my student loan debt early in my career, and it has not had long-term effects. Managing my student loan debt had some challenges, and it has had some impact on my life. Managing my student loan debt has been a major struggle, and it continues to impact my life. Managing my student loan debt was a large burden and has had a strong impact on my life. Total I didn’t graduate with student loan debt. percent The student loan debt that I graduated with did not significantly impact my life. percent I was able to manage my student loan debt early in my career, and it has not had long-term effects. percent Managing my student loan debt had some challenges, and it has had some impact on my life. percent Managing my student loan debt has been a major struggle, and it continues to impact my life. percent Managing my student loan debt was a large burden and has had a strong impact on my life. percent Total percent
1950-60 102 5 4 NA NA NA 111 0.9189189 0.0450450 0.0360360 NA NA NA 1
1960-70 303 42 28 1 1 NA 375 0.8080000 0.1120000 0.0746667 0.0026667 0.0026667 NA 1
1970-80 360 72 71 6 3 2 514 0.7003891 0.1400778 0.1381323 0.0116732 0.0058366 0.0038911 1
1980-90 187 101 129 21 2 7 447 0.4183445 0.2259508 0.2885906 0.0469799 0.0044743 0.0156600 1
1990-2000 127 35 79 44 8 15 308 0.4123377 0.1136364 0.2564935 0.1428571 0.0259740 0.0487013 1
2000-2010 120 45 76 51 26 33 351 0.3418803 0.1282051 0.2165242 0.1452991 0.0740741 0.0940171 1
2010-2020 125 23 47 75 40 49 359 0.3481894 0.0640669 0.1309192 0.2089136 0.1114206 0.1364903 1
NA 8 NA NA NA NA NA 8 1.0000000 NA NA NA NA NA 1
satisfaction v.s. graduation
yr_inv Very satisfied Satisfied Neutral Dissatisfied Very dissatisfied Total Very satisfied percent Satisfied percent Neutral percent Dissatisfied percent Very dissatisfied percent Total percent
1950-60 67 38 1 NA 5 111 0.6036036 0.3423423 0.0090090 NA 0.0450450 1
1960-70 226 105 20 6 18 375 0.6026667 0.2800000 0.0533333 0.0160000 0.0480000 1
1970-80 280 178 30 13 13 514 0.5447471 0.3463035 0.0583658 0.0252918 0.0252918 1
1980-90 222 165 32 6 22 447 0.4966443 0.3691275 0.0715884 0.0134228 0.0492170 1
1990-2000 127 134 26 9 12 308 0.4123377 0.4350649 0.0844156 0.0292208 0.0389610 1
2000-2010 120 171 35 13 12 351 0.3418803 0.4871795 0.0997151 0.0370370 0.0341880 1
2010-2020 112 160 58 18 11 359 0.3119777 0.4456825 0.1615599 0.0501393 0.0306407 1
NA 4 2 NA NA 2 8 0.5000000 0.2500000 NA NA 0.2500000 1

association between debt and income

debt v.s. income
q13.annual_income I didn’t graduate with student loan debt. The student loan debt that I graduated with did not significantly impact my life. I was able to manage my student loan debt early in my career, and it has not had long-term effects. Managing my student loan debt had some challenges, and it has had some impact on my life. Managing my student loan debt has been a major struggle, and it continues to impact my life. Managing my student loan debt was a large burden and has had a strong impact on my life. Total I didn’t graduate with student loan debt. percent The student loan debt that I graduated with did not significantly impact my life. percent I was able to manage my student loan debt early in my career, and it has not had long-term effects. percent Managing my student loan debt had some challenges, and it has had some impact on my life. percent Managing my student loan debt has been a major struggle, and it continues to impact my life. percent Managing my student loan debt was a large burden and has had a strong impact on my life. percent Total percent
Less than 20,000 35 7 10 10 9 5 76 0.4605263 0.0921053 0.1315789 0.1315789 0.1184211 0.0657895 1
20,000 to 40,000 45 10 14 16 20 12 117 0.3846154 0.0854701 0.1196581 0.1367521 0.1709402 0.1025641 1
40,000 to 60,000 82 22 37 32 20 27 220 0.3727273 0.1000000 0.1681818 0.1454545 0.0909091 0.1227273 1
60,000 to 80,000 82 23 45 21 7 14 192 0.4270833 0.1197917 0.2343750 0.1093750 0.0364583 0.0729167 1
80,000 to 100,000 71 23 39 39 4 21 197 0.3604061 0.1167513 0.1979695 0.1979695 0.0203046 0.1065990 1
100,000 to 150,000 138 48 61 28 4 15 294 0.4693878 0.1632653 0.2074830 0.0952381 0.0136054 0.0510204 1
150,000 to 200,000 81 24 52 14 4 2 177 0.4576271 0.1355932 0.2937853 0.0790960 0.0225989 0.0112994 1
Greater than 200,000 113 44 53 14 2 2 228 0.4956140 0.1929825 0.2324561 0.0614035 0.0087719 0.0087719 1
NA 685 122 123 24 10 8 972 0.7047325 0.1255144 0.1265432 0.0246914 0.0102881 0.0082305 1

association between value and income

value v.s. income
q13.annual_income It was definitely worth the time and money I invested in it. It was worth the time and money I invested in it. It was partially worth the time and money I invested in it. It was not worth the time and money I invested in it. Too early to tell. I have to see how my future turns out. Total It was definitely worth the time and money I invested in it. percent It was worth the time and money I invested in it. percent It was partially worth the time and money I invested in it. percent It was not worth the time and money I invested in it. percent Too early to tell. I have to see how my future turns out. percent Total percent
Less than 20,000 29 17 22 5 3 76 0.3815789 0.2236842 0.2894737 0.0657895 0.0394737 1
20,000 to 40,000 29 37 28 17 6 117 0.2478632 0.3162393 0.2393162 0.1452991 0.0512821 1
40,000 to 60,000 75 75 51 16 3 220 0.3409091 0.3409091 0.2318182 0.0727273 0.0136364 1
60,000 to 80,000 89 57 33 12 1 192 0.4635417 0.2968750 0.1718750 0.0625000 0.0052083 1
80,000 to 100,000 93 62 31 11 NA 197 0.4720812 0.3147208 0.1573604 0.0558376 NA 1
100,000 to 150,000 188 68 29 9 NA 294 0.6394558 0.2312925 0.0986395 0.0306122 NA 1
150,000 to 200,000 128 38 7 4 NA 177 0.7231638 0.2146893 0.0395480 0.0225989 NA 1
Greater than 200,000 173 42 10 3 NA 228 0.7587719 0.1842105 0.0438596 0.0131579 NA 1
NA 708 177 64 20 3 972 0.7283951 0.1820988 0.0658436 0.0205761 0.0030864 1

association between sat and income

satisfaction v.s. income
q13.annual_income Very satisfied Satisfied Neutral Dissatisfied Very dissatisfied Total Very satisfied percent Satisfied percent Neutral percent Dissatisfied percent Very dissatisfied percent Total percent
Less than 20,000 24 33 10 4 5 76 0.3157895 0.4342105 0.1315789 0.0526316 0.0657895 1
20,000 to 40,000 30 51 17 12 7 117 0.2564103 0.4358974 0.1452991 0.1025641 0.0598291 1
40,000 to 60,000 69 102 32 13 4 220 0.3136364 0.4636364 0.1454545 0.0590909 0.0181818 1
60,000 to 80,000 68 87 24 5 8 192 0.3541667 0.4531250 0.1250000 0.0260417 0.0416667 1
80,000 to 100,000 76 87 24 6 4 197 0.3857868 0.4416244 0.1218274 0.0304569 0.0203046 1
100,000 to 150,000 148 116 19 5 6 294 0.5034014 0.3945578 0.0646259 0.0170068 0.0204082 1
150,000 to 200,000 89 70 7 2 9 177 0.5028249 0.3954802 0.0395480 0.0112994 0.0508475 1
Greater than 200,000 127 74 16 3 8 228 0.5570175 0.3245614 0.0701754 0.0131579 0.0350877 1
NA 527 333 53 15 44 972 0.5421811 0.3425926 0.0545267 0.0154321 0.0452675 1