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Volumn 45, Issue 3, 2004, Pages 251-269

What satisfies students? Mining student-opinion data with regression and decision tree analysis

Author keywords

CHAID; Data mining; Decision tree; Student satisfaction

Indexed keywords


EID: 4043088578     PISSN: 03610365     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:RIHE.0000019589.79439.6e     Document Type: Review
Times cited : (190)

References (35)
  • 1
    • 4043111010 scopus 로고    scopus 로고
    • Author, Iowa City, IA
    • ACT, Inc. (2000). SUNY Student Opinion Survey, Author, Iowa City, IA.
    • (2000) SUNY Student Opinion Survey
  • 3
    • 0000190598 scopus 로고
    • College student performance, satisfaction and retention: Specification and estimate of a structural model
    • Aitken, N. D. (1982). College student performance, satisfaction and retention: Specification and estimate of a structural model. Journal of Higher Education 53(1): 32-50.
    • (1982) Journal of Higher Education , vol.53 , Issue.1 , pp. 32-50
    • Aitken, N.D.1
  • 5
    • 0002436316 scopus 로고
    • Retaining and satisfying students
    • Astin, A., Korn, W., and Green, K. (1987). Retaining and satisfying students. Educational Record 68(1): 36-42.
    • (1987) Educational Record , vol.68 , Issue.1 , pp. 36-42
    • Astin, A.1    Korn, W.2    Green, K.3
  • 6
    • 0000238511 scopus 로고
    • Untangling the satisfaction-performance relationship for college students
    • Bean, J. P., and Bradley, R. K. (1986). Untangling the satisfaction-performance relationship for college students. Journal of Higher Education 57(4): 393-412.
    • (1986) Journal of Higher Education , vol.57 , Issue.4 , pp. 393-412
    • Bean, J.P.1    Bradley, R.K.2
  • 7
    • 0040080214 scopus 로고    scopus 로고
    • Student satisfaction as a measure of student development: Towards a universal metric
    • Beltyukova, S. A., and Fox, C. M. (2002). Student satisfaction as a measure of student development: Towards a universal metric. Journal of College Student Development 43(2): 161-172.
    • (2002) Journal of College Student Development , vol.43 , Issue.2 , pp. 161-172
    • Beltyukova, S.A.1    Fox, C.M.2
  • 8
    • 0038965657 scopus 로고
    • The quality of student life: Toward a coherent conceptualization
    • Benjamin, M. (1994). The quality of student life: Toward a coherent conceptualization. Social Indicators Research 31(3): 205-264.
    • (1994) Social Indicators Research , vol.31 , Issue.3 , pp. 205-264
    • Benjamin, M.1
  • 10
    • 21844495247 scopus 로고
    • Segmenting student markets with a student satisfaction and priorities survey
    • Borden, V. M. H. (1995). Segmenting student markets with a student satisfaction and priorities survey. Research in Higher Education 36: 73-88.
    • (1995) Research in Higher Education , vol.36 , pp. 73-88
    • Borden, V.M.H.1
  • 11
    • 84965454830 scopus 로고
    • Student ratings of instruction and student achievement: A meta-analysis of multisection validity studies
    • Cohen, P. (1981). Student ratings of instruction and student achievement: A meta-analysis of multisection validity studies. Review of Higher Education 51(3): 281-309.
    • (1981) Review of Higher Education , vol.51 , Issue.3 , pp. 281-309
    • Cohen, P.1
  • 13
    • 0001756803 scopus 로고
    • The effect of student-faculty interaction on students' educational outcomes
    • Endo, J. J., and Harpel, R. L. (1982). The effect of student-faculty interaction on students' educational outcomes. Research in Higher Education 16: 115-138.
    • (1982) Research in Higher Education , vol.16 , pp. 115-138
    • Endo, J.J.1    Harpel, R.L.2
  • 14
    • 0000174917 scopus 로고
    • The association between student ratings of specific instructional dimensions and student achievement: Refining and extending the synthesis of data from multisection validity studies
    • Feldman, K. (1989). The association between student ratings of specific instructional dimensions and student achievement: Refining and extending the synthesis of data from multisection validity studies. Research in Higher Education 30: 583-645.
    • (1989) Research in Higher Education , vol.30 , pp. 583-645
    • Feldman, K.1
  • 15
    • 0346032782 scopus 로고
    • Paper commissioned by the National Center on Postsecondary Teaching, Learning, and Assessment. Stony Brook, New York: State University of New York at Stony Brook
    • Feldman, K. (1994). Identifying exemplary teaching: Evidence from course and teacher evaluations. Paper commissioned by the National Center on Postsecondary Teaching, Learning, and Assessment. Stony Brook, New York: State University of New York at Stony Brook.
    • (1994) Identifying Exemplary Teaching: Evidence from Course and Teacher Evaluations
    • Feldman, K.1
  • 16
    • 0002415606 scopus 로고    scopus 로고
    • Statistics and data mining: Intersecting disciplines
    • Hand, D. J. (1999). Statistics and data mining: Intersecting disciplines. SIGKDD Explorations 1(1): 16-19.
    • (1999) SIGKDD Explorations , vol.1 , Issue.1 , pp. 16-19
    • Hand, D.J.1
  • 17
    • 84991145212 scopus 로고
    • Predicting college student satisfaction, commitment, and attrition from investment model constructs
    • Hatcher L., Kryter, K., Prus, J. S., and Fitzgerald, V. (1992). Predicting college student satisfaction, commitment, and attrition from investment model constructs. Journal of Applied Social Psychology 22(16): 1273-1296.
    • (1992) Journal of Applied Social Psychology , vol.22 , Issue.16 , pp. 1273-1296
    • Hatcher, L.1    Kryter, K.2    Prus, J.S.3    Fitzgerald, V.4
  • 18
    • 0008651682 scopus 로고
    • Determinants of college students' overall evaluations of their academic programs
    • Hearn, J. C. (1985). Determinants of college students' overall evaluations of their academic programs. Research in Higher Education 23: 413-437.
    • (1985) Research in Higher Education , vol.23 , pp. 413-437
    • Hearn, J.C.1
  • 19
    • 3242698450 scopus 로고    scopus 로고
    • The effects of entering characteristics and instructional experiences on student satisfaction and degree completion: An application of the input-environment-outcome assessment model
    • House, J. D. (1999). The effects of entering characteristics and instructional experiences on student satisfaction and degree completion: An application of the input-environment-outcome assessment model. International Journal of Instructional Media 26(4): 423-434.
    • (1999) International Journal of Instructional Media , vol.26 , Issue.4 , pp. 423-434
    • House, J.D.1
  • 20
    • 0242442265 scopus 로고
    • Higher education, college characteristics and student experiences: Long-term effects on educational satisfactions and perceptions
    • Knox, W. E., Lindsay, P., and Kolb, M. N. (1992). Higher education, college characteristics and student experiences: Long-term effects on educational satisfactions and perceptions. Journal of Higher Education 63(3): 303-328.
    • (1992) Journal of Higher Education , vol.63 , Issue.3 , pp. 303-328
    • Knox, W.E.1    Lindsay, P.2    Kolb, M.N.3
  • 21
    • 4043115254 scopus 로고    scopus 로고
    • Decisions trees for predictive modeling
    • The SAS Institute, Inc., Cary, NC
    • Neville, P. G. (1999). Decisions trees for predictive modeling. SAS Technical Report, The SAS Institute, Inc., Cary, NC.
    • (1999) SAS Technical Report
    • Neville, P.G.1
  • 22
    • 84965378479 scopus 로고
    • Student-faculty informal contact and college outcomes
    • Pascarella, E. T. (1980). Student-faculty informal contact and college outcomes. Review of Educational Research 50(4): 545-595.
    • (1980) Review of Educational Research , vol.50 , Issue.4 , pp. 545-595
    • Pascarella, E.T.1
  • 23
    • 0001871814 scopus 로고    scopus 로고
    • Effects of teacher organization/preparation and teacher skill/clarity on general cognitive skills in college
    • Pascarella, E. T., Edison, M., Nora, A., Hagedorn, L. S., and Braxton, J. (1996). Effects of teacher organization/preparation and teacher skill/clarity on general cognitive skills in college. Journal of College Student Development 37(1): 7-19.
    • (1996) Journal of College Student Development , vol.37 , Issue.1 , pp. 7-19
    • Pascarella, E.T.1    Edison, M.2    Nora, A.3    Hagedorn, L.S.4    Braxton, J.5
  • 24
    • 84938050150 scopus 로고
    • Interaction effects in Spady's and Tinto's Conceptual Models of College Dropout
    • Pascarella, E., and Terenzini, P. T. (1979). Interaction effects in Spady's and Tinto's Conceptual Models of College Dropout. Sociology of Education 52(4): 197-210.
    • (1979) Sociology of Education , vol.52 , Issue.4 , pp. 197-210
    • Pascarella, E.1    Terenzini, P.T.2
  • 25
    • 0345826862 scopus 로고
    • Consumer satisfaction, determinants, and post-purchase actions in higher education: A model to guide academic managers
    • Pate W. S., Jr. (1993). Consumer satisfaction, determinants, and post-purchase actions in higher education: A model to guide academic managers. College and University 68(2): 100-107.
    • (1993) College and University , vol.68 , Issue.2 , pp. 100-107
    • Pate Jr., W.S.1
  • 26
    • 0003167132 scopus 로고
    • The effects of background, coursework and involvement on students' grades and satisfaction
    • Pike, G. R. (1991). The effects of background, coursework and involvement on students' grades and satisfaction. Research in Higher Education 32: 15-30.
    • (1991) Research in Higher Education , vol.32 , pp. 15-30
    • Pike, G.R.1
  • 27
    • 21144472952 scopus 로고
    • The relationship between perceived learning and satisfaction with college: An alternative view
    • Pike, G. R. (1993). The relationship between perceived learning and satisfaction with college: An alternative view. Research in Higher Education 34: 23-40.
    • (1993) Research in Higher Education , vol.34 , pp. 23-40
    • Pike, G.R.1
  • 28
    • 4043157458 scopus 로고
    • Development of the college descriptive index: A measure of student satisfaction
    • Reed, J. G., et al. (1984). Development of the college descriptive index: A measure of student satisfaction. Measurement and Evaluation in Counseling and Development 15(2): 67-82.
    • (1984) Measurement and Evaluation in Counseling and Development , vol.15 , Issue.2 , pp. 67-82
    • Reed, J.G.1
  • 29
    • 0030268688 scopus 로고    scopus 로고
    • From retention to satisfaction: New outcomes for assessing the freshman experience
    • Sanders, L., and Burton, J. D. (1996). From retention to satisfaction: New outcomes for assessing the freshman experience. Research in Higher Education 37: 555-567.
    • (1996) Research in Higher Education , vol.37 , pp. 555-567
    • Sanders, L.1    Burton, J.D.2
  • 30
    • 0009204548 scopus 로고    scopus 로고
    • Student satisfaction surveys: Measurement and utilization issues
    • Sanders, L., and Chan, S. (1996). Student satisfaction surveys: Measurement and utilization issues. AIR Professional File, 59.
    • (1996) AIR Professional File , pp. 59
    • Sanders, L.1    Chan, S.2
  • 33
    • 0000180145 scopus 로고
    • Student/faculty relationships and freshman year educational outcomes: A further investigation
    • Terenzini, P. T., and Pascarella, E. T. (1980). Student/faculty relationships and freshman year educational outcomes: A further investigation. Journal of College Student Personnel 21(6): 521-528.
    • (1980) Journal of College Student Personnel , vol.21 , Issue.6 , pp. 521-528
    • Terenzini, P.T.1    Pascarella, E.T.2
  • 34
    • 0002418724 scopus 로고
    • Twenty years of research on college students: Lessons for future research
    • Terenzini, P. T., and Pascarella, E. T. (1991). Twenty years of research on college students: Lessons for future research. Research in Higher Education 32: 83-92.
    • (1991) Research in Higher Education , vol.32 , pp. 83-92
    • Terenzini, P.T.1    Pascarella, E.T.2
  • 35
    • 84938563193 scopus 로고
    • Dropout from higher education: A theoretical synthesis of recent research
    • Tinto V. (1975). Dropout from higher education: A theoretical synthesis of recent research. Review of Educational Research 45: 89-125.
    • (1975) Review of Educational Research , vol.45 , pp. 89-125
    • Tinto, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.