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pp. 773-788 | DOI: 10.12973/ijese.2015.276a | Article Number: ijese.2015.030
Published Online: September 13, 2015
Article Views: 649 | Article Download: 1032
The Climate Change Attitude Survey is composed of 15 Likert-type attitudinal items selected to measure students’ beliefs and intentions toward the environment with a focus on climate change. This paper describes the development of the instrument and psychometric performance characteristics including reliability and validity. Data were gathered from 1576 middle school students from across the United States in 2014 to validate the instrument and establish the measurement properties of the instrument’s scales. Factor analysis revealed two stable constructs representing beliefs and intentions, which were reconfirmed through multidimensional scaling and hierarchical cluster analysis techniques. Internal consistency reliability was found to be respectable for the survey as a whole as well as the two separate scales. The Climate Change Attitude Survey was created to fill a void in the measurement of middle school students’ affective responses to the environment and climate change. Educators may find this survey useful for assessing pre- to post intervention attitude changes as well as for identifying differences in selected groups of students. Further development is targeted to include adding new constructs as well as testing the instrument with different population subgroups.
Keywords: environment, middle school students, climate change, survey instrument
Ajzen, I. (1985). From intentions to actions: A theory of planned behavior. In J. Juhl & J. Beckman (Eds.), Action control: From cognition to behavior. New York: Springer-Verlag.
Ajzen, I. (2002). Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior. Journal of Applied Social Psychology, 32(4), 665-683.
Ajzen, I., & Fishbein, M. (1980). Understanding attitude and predicting social behavior. Englewood Cliffs, NJ: Prentice Hall.
Alwin, D.F., & Krosnick, J.A. (1991). Aging, cohorts, and the stability of sociopolitical orientations over the life span.American Journal of Sociology, 97(1), 169-195.
Archer, L., DeWitt, J., Osborne, J., Dillon, J., Willis, B., & Wong, B. (2012). Balancing acts elementary school girls’ negotiations of femininity, achievement, and science. Science Education, 96(6), 967–989.
Ballantyne, R., Connell, S., & Fien, J. (2006). Students as catalysts of environmental change: A framework researching intergenerational influence through environmental education. Environmental Education Research, 12(3/4), 413-427.
Benson, J., & Clark, F. (1982). A guide for instrument development and validation. American Journal of Occupational Therapy, 36(12), 789-800.
Bialo, E. R., & Sivin-Kachala, J. (1996). The effectiveness of technology in schools: A summary of recent research. School Library Media Quarterly, 25(1), 51-57.
Boeve-de-Paw, J., & Van Petegem, P. (2010). A cross-national perspective on youth environmental attitudes. The Environmentalist, 30(2), 133-144.
Bradley, J.C., Waliczek, R.M., & Zajicek, J.M. (1999). Relationship between environmental knowledge and environmental attitude of high school students. Journal of Environmental Education, 30(3), 17-21.
Carlsson, F., Kataria, M., Krupnick, A.J., Lampi, E., Lofgren, A., Qin, P., Chung, S., & Sterner, T. (2010). Paying for mitigation: a multiple country study. Discussion Paper. Washington, DC: Resources for the Future.
Champeau, R. (1997). Environmental education in Wisconsin: Are we walking the talk? Stevens Point, WI: Wisconsin Center for Environmental Education.
Chawla, L. (1999). Life paths into effective environmental action. Journal of Environmental Education, 31(1), 15-26.
Choi, S., Niyogi, D., Shepardson, D.P., & Charusombat, U. (2010). Do earth and environmental science textbooks promote middle and high school students’ conceptual development about climate change? Bulletin of the American Meteorological Society, 91(7), 889-898.
Christensen, R., & Knezek, G. (2002). Instruments for assessing the impact of technology in education. In L. Liu, L. Johnson, C. Maddux and N. Henderson (Eds.). Evaluation and Assessment in Educational Information Technology. New York, NY: The Haworth Press, Inc.
Christensen, R., & Knezek, G. (2004). Validating a Handheld Computing Self-Efficacy Scale. In R. Ferdig, C. Crawford, R. Carlsen, N. Davis, J. Price, R. Weber & D. Willis (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference 2004 (pp. 879-884). Chesapeake, VA: Association for the Advancement of Computing in Education (AACE).
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed). Hillsdale, NJ: Erlbaum.
Davidson, D., & Freudenburg, W. (1996). Gender and environmental risk concerns: A review of available research.Environment and Behavior, 28(3), 302-339.
DeVellis, R.F. (1991). Scale development: Theory and applications. Newbury Park, CA: Sage.
DeVellis, R.F. (2003). Scale development: Theory and applications, (2nd ed). Newbury Park, CA: Sage.
DeWaters, J., & Powers, S. (2013). Establishing measurement criteria for an energy literacy questionnaire. Journal of Environmental Education, 44(1), 38-55.
DeWaters, J., Qaqish, B., Graham, M., & Powers, S. (2013). Designing an energy literacy questionnaire for middle and high school youth. Journal of Environmental Education, 44(1), 56-78.
Dijkstra, E.M. & Goedhart, M.J. (2012). Development and validation of the ACSI: measuring students’ science attitudes, pro-environmental behaviour, climate change attitudes and knowledge. Environmental Education Research, 18(6), 733-749.
Dunn-Rankin, P., Knezek, G., Wallace, S., & Zhang, S. (2004). Scaling methods (2nd ed). Mahwah, NJ: Lawrence Erlbaum.
Europeans’ Attitudes toward climate change. (2009, July). Special Eurobarometer Report. European Commission.
Fortus, D. (2014). Attending to affect (editorial). Journal of Research in Science Teaching, 51(7), 821-835.
Gardos, V., & Dodd, D. (1995). An immediate response to environmentally disturbing news and the environmental attitudes of college students. Psychological Reports, 77(3), 1121-1122.
Haney, J.J., Czeriak, C.M., & Lumpe, A.T. (1996). Teacher beliefs and intentions regarding the implementation of science education reform strands. Journal of Research in Science Teaching, 33(9), 971-993.
Infographic: Attitudes toward climate change: Multiple country study. (2011). Resources for the Future.http://www.rff.org/Publications/Resources/Pages/178-Attitudes-Toward-Climate-Change.aspx
Karpiak, C.P. & Baril, G.L. (2008). Moral reasoning and concern for the environment. Journal of Environmental Psychology, 28(3), 203-208. doi:10.1016/j.jenvp.2007.12.001.
Knafo, A., & Galansky, N. (2008). The influence of children on their parents’ values. Social and Personality Psychology Compass, 2(3), 1143-1161.
Knezek, G., & Christensen, R. (1996). Validating the computer attitude Questionnaire. Paper presented to the Southwest Educational Research Association annual conference, New Orleans, Louisiana, January, 1996.
Knezek, G., Christensen, R., Tyler-Wood, T., & Periathiruvadi, S. (2013). Impact of environmental power monitoring activities on middle school student perceptions of STEM. Science Education International, 21(1), 98-123.
Lawrenz, F. (1988). Prediction of student energy knowledge and attitudes. School Science and Mathematics, 88(7), 543-549.
Le Hebel, R., Montpied, P., & Fontanieu, V. (2014). What can influence students’ environmental attitudes? Results from a study of 15-year-old students in France. International Journal of Environmental & Science Education, 9(3), 329-345.
Leiserowitz, A., Maibach, E., Roser-Renouf, C., Feinberg, G., & Howe, P. (2013). Climate change in the American mind: Americans’ global warming beliefs and attitudes in April, 2013. Yale University and George Mason University. New Haven, CT: Yale Project on Climate Change Communication.
Leppanen, J.M., Haahla, A.E., Lensu, A.M., & Kuitunen, M.T. (2012). Parent-child similarity in environmental attitudes: A pairwise comparison. Journal of Environmental Education, 43(3), 162-176.
McMillan, E.E., Wright, T., & Beazley, K. (2004). Impact of a university-level environmental studies class on students’ values.Journal of Environmental Education, 35(3), 19-28.
Meinhold, J., & Malkus, A. (2005). Adolescent environmental behaviors. Can knowledge, attitudes, and self-efficacy make a difference? Environment and Behavior, 37(4), 511-532.
Metin, M. (2010). A study on development a general attitude scale about environmental issues for students in different grade levels. Asia-Pacific Forum on Science Learning and Teaching, 11(2), 1-19.
Milfont, T.L., & Duckitt, J. (2010). The environmental attitudes inventory: A valid and reliable measure to assess the structure of environmental attitudes. Journal of Environmental Psychology, 30(1), 80-94.
Mills, L., Wakefield, J., Najmi, A., Surface, D., Christensen, R. & Knezek, G. (2011). Validating the computer attitude questionnaire NSF ITEST (CAQ N/I). In M. Koehler & P. Mishra (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference 2011 (pp. 1572-1579). Chesapeake, VA: Association for the Advancement of Computing in Education (AACE).
Musser, L.M., & Malkus, A.J. (1994). The children’s attitudes toward the environment scale. Journal of Environmental Education, 94(25), 22-26.
Peterman, K., Kermish-Allen, R., Knezek, G., Christensen, R., & Tyler-Wood, T. (2015). Measuring student career interest within the context of technology-enhanced STEM projects: A cross-project comparison study based on the Career Interest Questionnaire. (Unpublished manuscript submitted for publication).
Robertson, W.H., & Barbosa, A.C. (2015). Global climate change and the need for relevant curriculum. International Journal of Learning, Teaching and Educational Research, 10(1), 35-44.
Sarkar, M. (2011). Secondary students’ environmental attitudes: The case of environmental education in Bangladesh. International Journal of Academic Research in Business and Social Sciences, 1(3), 106-116.
Schultz, P.W., Gouveia, V.V., Cameron, L.D., Tankha, G., Schmuck, P., & Franek, M. (2005). Values and their relationship to environmental concern and conservation behavior. Journal of Cross-Cultural Psychology, 36(4), 457-475.
Sears, D.O., & Funk, C.L. (1999). Evidence of the long-term persistence of adults’ political predispositions. Journal of Politics, 61(1), 1-28.
Sheppard, B.H., Hartwick, J., & Warshaw, P.R. (1988). The theory of reasoned action: A meta-analysis of past research with recommendations for modifications and future research. Journal of Consumer Research, 15(3), 325–343.
Sinatra, G.M., Kardash, C.M., Taasoobshirazi, G., & Lombardi, D. (2012). Promoting attitude change and expressed willingness to take action toward climate change in college students. Instructional Science, 40(1), 1-17.
SPSS. (2010). IBM SPSS Statistics for Macintosh, Version 22.0. Armonk, NY: IBM Corp.
Tosunglu, C. (1993). A study on the dimension and determinants of environmental attitudes. PhD thesis, Middle East Technical University, Ankara.
Tyler-Wood, T., Knezek, G., & Christensen, R. (2010). Instruments for assessing interest in STEM content and careers.Journal of Technology and Teacher Education, 18(2), 341-363.
Weigel, R., & Weigel, R. (1978). Environmental concern: The development of a measure. Environment and Behavior, 10(1), 3-15.
Yilmaz, O., Boone, W.J., & Andersen, H.O. (2004). Views of elementary and middle school Turkish students toward environmental issues. International Journal of Science Education, 26(12), 1527-1546.