Development of The Climate Change Mitigation Practices Scale (CCMPS): An Exploratory Factor Analysis
Jomar SAIF. Baudin | Shymarie Quinto | Christian Aui Saluta
Discipline: environmental sciences
Abstract:
The issue of climate change is one of the most critical problems on a global scale, and an accurate understanding of the functions that people can perform to reduce the impact of this phenomenon is essential. The current paper created and validated a Climate Change Mitigation Practices Scale (CCMPS) via exploratory factor analysis. The data were obtained through 768 participants (384 Gen Z respondents aged 18-26 years and 384 Gen X respondents aged 46- 62 years) residing in Quezon Province, Philippines. After factor extraction and rotation, two reliable factors were obtained in the final 19-item scale, i.e., Energy and Resource Conservation Practices and Active Environmental Engagement. Such factors include simple activities, like water and energy conservation, minimizing waste, and engaging in environmental activities. The CCMPS has adequate reliability with McDonald's omega measures of 0.836 and 0.776 on the two factors, respectively. This validated tool provides a useful tool to researchers and policymakers in evaluating climate change mitigation measures and creating specific interventions that can facilitate sustainable behaviors among individuals and communities. It is recommended that future studies use the CCMPS with diverse populations and environments.
References:
- Berrang-Ford, L., Ford, J. D., & Paterson, J. (2011). Are we adapting to climate change? Global Environmental Change, 21, 25-33. https://doi.org/10.1016/j.gloenvcha.2010.09.012
- Clayton, S. (2020). Climate anxiety: Psychological Responses to Climate Change. Journal of Anxiety Disorders, 74. https://doi.org/10.1016/j.janxdis.2020.102263
- Creswell, J. W., & Clark, V. L. P. (2017). Creswell, J. W., & Clark, V. L. P. (2017). Designing and Conducting Mixed Methods Research. Thousand Oaks, CA Sage Publications. - References - Scientific Research Publishing. scirp.org. https://scirp.org/reference/referencespapers?referenceid=2875785
- Department of Environment and Natural Resources. (2016). Climate Change Service (CCS) | Circular Economy. Denr.gov.ph. http://circulareconomy.denr.gov.ph/page-under-construction/climate_change_service/
- Distefano, C., Zhu, M., & Mîndrilã, D. (2009). Understanding and Using Factor Scores: Considerations for the Applied Researcher. Practical Assessment, Research, and Evaluation, 14, 20. https://doi.org/10.7275/da8t-4g52
- Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4, 272-299. https://doi.org/10.1037/1082-989x.4.3.272
- Field, A. (2013). Discovering Statistics Using IBM SPSS Statistics And Sex and Drugs and Rock "N" Roll, 4th Edition, Sage, Los Angeles, London, New Delhi. - References - Scientific Research Publishing. www.scirp.org. https://www.scirp.org/reference/ReferencesPapers?ReferenceID=2046660
- Fielding, K. S., & Head, B. W. (2012). Determinants of young Australians' environmental actions: the role of responsibility attributions, locus of control, knowledge and attitudes. Environmental Education Research, 18, 171-186. https://doi.org/10.1080/13504622.2011.592936
- Hayton, J. C., Allen, D. G., & Scarpello, V. (2004). Factor Retention Decisions in Exploratory Factor Analysis: a Tutorial on Parallel Analysis. Organizational Research Methods, 7(2), 191-205. https://doi.org/10.1177/1094428104263675
- Hutcheson, G. D., & Sofroniou, N. (1999). The Multivariate Social Scientist Introductory Statistics Using Generalized Linear Models. Sage Publication, Thousand Oaks, CA. - References - Scientific Research Publishing. https://www.scirp.org/reference/referencespapers?referenceid=2018798
- Kaiser, H. F. (1974). An Index of Factorial Simplicity. Psychometrika, 39(1), 31-36. https://doi.org/10.1007/BF02291575
- Kollmuss, A., & Agyeman, J. (2002). Mind the Gap: Why Do People Act Environmentally and What Are the Barriers to pro-environmental behavior? Environmental Education Research, 8, 239-260. https://doi.org/10.1080/13504620220145401
- Markle, G. L. (2013). Pro-Environmental Behavior: Does It Matter How It's Measured? Development and Validation of the Pro-Environmental Behavior Scale (PEBS). Human Ecology, 41, 905-914. https://doi.org/10.1007/s10745-013-9614-8
- Morganstein, J. C., & Ursano, R. J. (2020). Ecological Disasters and Mental Health: Causes, Consequences, and Interventions. Frontiers in Psychiatry, 11. https://doi.org/10.3389/fpsyt.2020.00001
- NASA. (2019). Climate change evidence: How do we know? Climate Change: Vital Signs of the Planet. https://climate.nasa.gov/evidence
- NOAA. (2021). Carbon dioxide peaks near 420 parts per million at Mauna Loa observatory - Welcome to NOAA Research. research.noaa.gov. https://research.noaa.gov/article/ArtMID/587/ArticleID/2764/Coronavirus-response-barely-slows-rising-carbon-dioxide
- PAGASA. (2023). Climate change in the Philippines. PAGASA. https://www.pagasa.dost.gov.ph/information/climate-change-in-the-philippines
- Pett, M., Lackey, N., & Sullivan, J. (2003). Making Sense of Factor Analysis. SAGE Publications, Inc. https://doi.org/10.4135/9781412984898
- Raykov, T., & Marcoulides, G. A. (2011). Introduction to Psychometric Theory. Routledge. https://doi.org/10.4324/9780203841624
- Simon, P. D., Pakingan, K. A., & Aruta, J. J. B. R. (2022). Measurement of climate change anxiety and its mediating effect between experience of climate change and mitigation actions of Filipino youth. Educational and Developmental Psychologist, 39, 1-11. https://doi.org/10.1080/20590776.2022.2037390
- Steg, L., & Vlek, C. (2009). Encouraging pro-environmental behaviour: An integrative review and research agenda. Journal of Environmental Psychology, 29, 309-317. https://doi.org/https://doi.org/10.1016/j.jenvp.2008.10.004
- Stern, P. C. (2000). New Environmental Theories: toward a Coherent Theory of Environmentally Significant Behavior. Journal of Social Issues, 56, 407-424. https://doi.org/https://doi.org/10.1111/0022-4537.00175
- Stevens, J. (2009). Applied multivariate statistics for the social sciences (5th ed). Routledge.
- Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics (6th ed.). Boston, MA Pearson. - References - Scientific Research Publishing. www.scirp.org. https://www.scirp.org/reference/ReferencesPapers?ReferenceID=1541229
- Thomas, L. (2023). An introduction to cluster sampling. Scribbr. https://www.scribbr.com/methodology/cluster-sampling/
- Useful Resources for Conducting and Writing about Quantitative Research in Applied Linguistics. (n.d.). https://doi.org/10.1177/1094428104263675
- Vicente-Molina, M. A., Fernández-Sáinz, A., & Izagirre-Olaizola, J. (2013). Environmental knowledge and other variables affecting pro-environmental behaviour: comparison of university students from emerging and advanced countries. Journal of Cleaner Production, 61, 130-138. https://doi.org/10.1016/j.jclepro.2013.05.015
- Vieira, A. L. (2011). Interactive LISREL in Practice: Getting Started with a SIMPLIS Approach. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-18044-6
- Whitmarsh, L., & O'Neill, S. (2010). Green identity, Green living? the Role of pro-environmental self-identity in Determining Consistency across Diverse pro-environmental Behaviours. Journal of Environmental Psychology, 30, 305-314.
- Worthington, R. L., & Whittaker, T. A. (2006). Scale Development Research: A Content Analysis and Recommendations for Best Practices. The Counseling Psychologist, 34, 806-838. https://doi.org/10.1177/0011000006288127
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