Skip to main content
Top
Published in: Learning Environments Research 2/2020

17-09-2019 | Original Paper

Nature of learning environment in concurrent enrollment mathematics classrooms: a cluster analysis

Authors: Stephen Stein, Peter Klosterman

Published in: Learning Environments Research | Issue 2/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Concurrent enrollment programs, which allow college credit-bearing classes to be offered in the high school taught by qualified high-school teachers, are a potential solution to the student debt issues impacting the United States and other countries. However, the learning environments of these rapidly-growing programs have never been studied. Because concurrent enrollment classes are taught in high schools with college-level rigour, they present a learning environment that is distinct from both high-school and college classrooms. This study had two broad goals of (1) determining if the What Is Happening In this Class? (WIHIC) questionnaire is a valid and reliable instrument for the concurrent enrollment environment and, if so, (2) investigating the learning environments of 68 concurrent enrollment teachers’ classrooms using the WIHIC. The WIHIC was found to be valid and reliable, and cluster analysis of the concurrent enrollment classes revealed three distinct types of learning environments which we labeled ‘most conducive’ for learning, ‘conducive’ and ‘least conducive’. A follow-up discriminant function analysis revealed that the WIHIC scales of teacher support, involvement and student cohesion were most influential in determining cluster membership.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
The names of these programs vary from state to state, but also could be called ‘dual enrollment’, ‘dual credit’, ‘college in the high school’ or ‘early college’.
 
2
In Washington State, the current maximum rate for concurrent enrollment tuition fees is set by the state at $65 per credit.
 
Literature
go back to reference Aldridge, J. M., & Fraser, B. J. (2000). A cross-cultural study of classroom learning environments in Australia and Taiwan. Learning Environments Research,3(2), 101–134.CrossRef Aldridge, J. M., & Fraser, B. J. (2000). A cross-cultural study of classroom learning environments in Australia and Taiwan. Learning Environments Research,3(2), 101–134.CrossRef
go back to reference Aldridge, J. M., Fraser, B. J., Bell, L., & Dorman, J. P. (2012). Using a new learning environment questionnaire for reflection in teacher action research. Journal of Science Teacher Education,23(3), 259–290.CrossRef Aldridge, J. M., Fraser, B. J., Bell, L., & Dorman, J. P. (2012). Using a new learning environment questionnaire for reflection in teacher action research. Journal of Science Teacher Education,23(3), 259–290.CrossRef
go back to reference Aldridge, J. M., Fraser, B. J., & Huang, I. T. (1999). Investigating classroom environments in Taiwan and Australia with multiple research methods. Journal of Educational Research,93(1), 48–62.CrossRef Aldridge, J. M., Fraser, B. J., & Huang, I. T. (1999). Investigating classroom environments in Taiwan and Australia with multiple research methods. Journal of Educational Research,93(1), 48–62.CrossRef
go back to reference Berger, A., Garet, M., Hoshen, G., Knudson, J., & Turk-Bicakci, L. (2014). Early college, early success: Early College High School Initiative Impact Study. Washington, DC: American Institutes for Research. Berger, A., Garet, M., Hoshen, G., Knudson, J., & Turk-Bicakci, L. (2014). Early college, early success: Early College High School Initiative Impact Study. Washington, DC: American Institutes for Research.
go back to reference Canada Student Loans Program. (2018). Canada student loans program statistical review 2015–2016. Ottawa, ON: Author. Canada Student Loans Program. (2018). Canada student loans program statistical review 2015–2016. Ottawa, ON: Author.
go back to reference Cuarto, P. M., & Arenillo, S. A. (2015). Classroom climate among teacher education mathematics students. Asia Pacific Journal of Multidisciplinary Research,3(4), 78–85. Cuarto, P. M., & Arenillo, S. A. (2015). Classroom climate among teacher education mathematics students. Asia Pacific Journal of Multidisciplinary Research,3(4), 78–85.
go back to reference Dorman, J. P. (2002). Classroom environment research: Progress and possibilities. Queensland Journal of Education Research,18(2), 112–140. Dorman, J. P. (2002). Classroom environment research: Progress and possibilities. Queensland Journal of Education Research,18(2), 112–140.
go back to reference Dorman, J. P. (2003). Cross-national validation of the What Is Happening In this Class? (WIHIC) questionnaire using confirmatory factor analysis. Learning Environments Research,6(3), 231–245.CrossRef Dorman, J. P. (2003). Cross-national validation of the What Is Happening In this Class? (WIHIC) questionnaire using confirmatory factor analysis. Learning Environments Research,6(3), 231–245.CrossRef
go back to reference Dorman, J. P. (2008). Use of multitrait-multimethod modelling to validate actual and preferred forms of the What Is Happening In this Class? (WIHIC) questionnaire. Learning Environments Research,11, 179–197.CrossRef Dorman, J. P. (2008). Use of multitrait-multimethod modelling to validate actual and preferred forms of the What Is Happening In this Class? (WIHIC) questionnaire. Learning Environments Research,11, 179–197.CrossRef
go back to reference Dorman, J. P. (2009a). Partitioning the variance in scores on classroom environment instruments. Australian Journal of Educational and Developmental Psychology,9, 18–31. Dorman, J. P. (2009a). Partitioning the variance in scores on classroom environment instruments. Australian Journal of Educational and Developmental Psychology,9, 18–31.
go back to reference Dorman, J. P. (2009b). Some determinants of classroom psychosocial environment in Australian Catholic high schools: A multilevel analysis. Catholic Education: A Journal of Inquiry and Practice,13(1), 7–29. Dorman, J. P. (2009b). Some determinants of classroom psychosocial environment in Australian Catholic high schools: A multilevel analysis. Catholic Education: A Journal of Inquiry and Practice,13(1), 7–29.
go back to reference Edmunds, J., Unlu, F., Glennie, E., Bernstein, L., Fesler, L., Furey, J., et al. (2017). Smoothing the transition to postsecondary education: The impact of the Early College Model. Journal of Research on Educational Effectiveness,10(2), 297–325.CrossRef Edmunds, J., Unlu, F., Glennie, E., Bernstein, L., Fesler, L., Furey, J., et al. (2017). Smoothing the transition to postsecondary education: The impact of the Early College Model. Journal of Research on Educational Effectiveness,10(2), 297–325.CrossRef
go back to reference Everitt, B. S., Landau, S., Leese, M., & Stahl, D. (2011). Cluster analysis (5th ed.). New York: Wiley.CrossRef Everitt, B. S., Landau, S., Leese, M., & Stahl, D. (2011). Cluster analysis (5th ed.). New York: Wiley.CrossRef
go back to reference Experian. (2017). The state of student loan debt. Costa Mesa, CA: Author. Experian. (2017). The state of student loan debt. Costa Mesa, CA: Author.
go back to reference Fouts, J. T. (1987). High school social studies classroom environments and attitudes: A cluster analysis approach. Theory and Research in Social Education,15(2), 105–114.CrossRef Fouts, J. T. (1987). High school social studies classroom environments and attitudes: A cluster analysis approach. Theory and Research in Social Education,15(2), 105–114.CrossRef
go back to reference Fraser, B. J. (1998). Classroom environment instruments: Development, validity and applications. Learning Environments Research,1(1), 7–33.CrossRef Fraser, B. J. (1998). Classroom environment instruments: Development, validity and applications. Learning Environments Research,1(1), 7–33.CrossRef
go back to reference Fraser, B. J. (2012). Classroom learning environments: Retrospect, context and prospect. In B. J. Fraser, K. G. Tobin, & C. J. McRobbie (Eds.), Second international handbook of science education (pp. 1191–1239). New York: Springer.CrossRef Fraser, B. J. (2012). Classroom learning environments: Retrospect, context and prospect. In B. J. Fraser, K. G. Tobin, & C. J. McRobbie (Eds.), Second international handbook of science education (pp. 1191–1239). New York: Springer.CrossRef
go back to reference Fraser, B. J., Anderson, G. J., & Walberg, H. J. (1982). Assessment of learning environments: Manual for Learning Environment Inventory (LEI) and My Class Inventory (MCI). Perth: Western Australian Institute of Technology. Fraser, B. J., Anderson, G. J., & Walberg, H. J. (1982). Assessment of learning environments: Manual for Learning Environment Inventory (LEI) and My Class Inventory (MCI). Perth: Western Australian Institute of Technology.
go back to reference Fraser, B. J., Fisher, D. L., & McRobbie, C. J. (1996, April). Development, validation, and use of personal and class forms of a new classroom environment instrument. Paper presented at the annual meeting of the American Educational Research Association. New York. Fraser, B. J., Fisher, D. L., & McRobbie, C. J. (1996, April). Development, validation, and use of personal and class forms of a new classroom environment instrument. Paper presented at the annual meeting of the American Educational Research Association. New York.
go back to reference Giani, M., Alexander, C., & Reyes, P. (2014). Exploring variation in the impact of dual-credit coursework on postsecondary outcomes: A quasi-experimental analysis of Texas students. High School Journal,97(4), 200–218.CrossRef Giani, M., Alexander, C., & Reyes, P. (2014). Exploring variation in the impact of dual-credit coursework on postsecondary outcomes: A quasi-experimental analysis of Texas students. High School Journal,97(4), 200–218.CrossRef
go back to reference Hair, J. F., Tatham, R. L., Anderson, R. E., & Black, W. (1998). Multivariate data analysis (5th ed.). London: Prentice-Hall. Hair, J. F., Tatham, R. L., Anderson, R. E., & Black, W. (1998). Multivariate data analysis (5th ed.). London: Prentice-Hall.
go back to reference Institute for College Access and Success. (2017). Student debt and the class of 2016. Oakland, CA: Author. Institute for College Access and Success. (2017). Student debt and the class of 2016. Oakland, CA: Author.
go back to reference Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement,20, 141–151.CrossRef Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement,20, 141–151.CrossRef
go back to reference Khine, M., Fraser, B., Ernest, A., Oo, Z., & Kyaw, T. (2018). Students’ perceptions of the learning environment in tertiary science classrooms in Myanmar. Learning Environments Research,21(1), 135–152.CrossRef Khine, M., Fraser, B., Ernest, A., Oo, Z., & Kyaw, T. (2018). Students’ perceptions of the learning environment in tertiary science classrooms in Myanmar. Learning Environments Research,21(1), 135–152.CrossRef
go back to reference Khoo, H. S., & Fraser, B. J. (2008). Using classroom psychosocial environment in the evaluation of adult computer application courses in Singapore. Technology, Pedagogy and Education,17(1), 67–81.CrossRef Khoo, H. S., & Fraser, B. J. (2008). Using classroom psychosocial environment in the evaluation of adult computer application courses in Singapore. Technology, Pedagogy and Education,17(1), 67–81.CrossRef
go back to reference Mertler, C. A., & Vannatta, R. A. (2005). Advanced and multivariate statistical methods: Practical application and interpretation. Glendale, CA: Pyrczak Publishing. Mertler, C. A., & Vannatta, R. A. (2005). Advanced and multivariate statistical methods: Practical application and interpretation. Glendale, CA: Pyrczak Publishing.
go back to reference Moos, R. H., & Trickett, E. J. (1974). Classroom environment scale: Manual and form. Palo Alto, CA: Consulting Psychologists Press. Moos, R. H., & Trickett, E. J. (1974). Classroom environment scale: Manual and form. Palo Alto, CA: Consulting Psychologists Press.
go back to reference Murray, H. A. (1938). Explorations in personality. New York: Oxford University Press. Murray, H. A. (1938). Explorations in personality. New York: Oxford University Press.
go back to reference Myers, R. E., & Fouts, J. T. (1992). A cluster analysis of high school science classroom environments and attitude toward science. Journal of Research in Science Teaching,29(9), 929–937.CrossRef Myers, R. E., & Fouts, J. T. (1992). A cluster analysis of high school science classroom environments and attitude toward science. Journal of Research in Science Teaching,29(9), 929–937.CrossRef
go back to reference Nair, C. S., & Fisher, D. L. (2000). Transition from senior secondary to higher education: A learning environment perspective. Research in Science Education,30(4), 435–450.CrossRef Nair, C. S., & Fisher, D. L. (2000). Transition from senior secondary to higher education: A learning environment perspective. Research in Science Education,30(4), 435–450.CrossRef
go back to reference Nunally, J. C. (1978). Psychometric theory. New York: McGraw-Hill. Nunally, J. C. (1978). Psychometric theory. New York: McGraw-Hill.
go back to reference Skordi, P., & Fraser, B. J. (2019). Validity and use of the What Is Happening In this Class? (WIHIC) questionnaire in university business statistics classrooms. Learning Environments Research,22(2), 275–295.CrossRef Skordi, P., & Fraser, B. J. (2019). Validity and use of the What Is Happening In this Class? (WIHIC) questionnaire in university business statistics classrooms. Learning Environments Research,22(2), 275–295.CrossRef
go back to reference US Department of Education, Institute of Education Sciences, What Works Clearinghouse. (2017). Transition to college intervention report: Dual enrollment programs. Retrieved from https://whatworks.ed.gov. US Department of Education, Institute of Education Sciences, What Works Clearinghouse. (2017). Transition to college intervention report: Dual enrollment programs. Retrieved from https://​whatworks.​ed.​gov.
go back to reference Usher, A. (2005). Global debt patterns: An international comparison of student loan burden and repayment conditions. Toronto, ON: Educational Policy Institute. Usher, A. (2005). Global debt patterns: An international comparison of student loan burden and repayment conditions. Toronto, ON: Educational Policy Institute.
go back to reference Washington Student Achievement Council [WSAC]. (2016a). 2017–2019 strategic action plan. Olympia, WA: Author. Washington Student Achievement Council [WSAC]. (2016a). 2017–2019 strategic action plan. Olympia, WA: Author.
go back to reference Washington Student Achievement Council [WSAC]. (2016b). Dual credit report. Olympia, WA: Author. Washington Student Achievement Council [WSAC]. (2016b). Dual credit report. Olympia, WA: Author.
Metadata
Title
Nature of learning environment in concurrent enrollment mathematics classrooms: a cluster analysis
Authors
Stephen Stein
Peter Klosterman
Publication date
17-09-2019
Publisher
Springer Netherlands
Published in
Learning Environments Research / Issue 2/2020
Print ISSN: 1387-1579
Electronic ISSN: 1573-1855
DOI
https://doi.org/10.1007/s10984-019-09295-w

Other articles of this Issue 2/2020

Learning Environments Research 2/2020 Go to the issue