Abstract
The pressing issue of climate change necessitates a comprehensive understanding of the mitigation practices individuals engage in to address this global crisis. This study aimed to develop and validate the Climate Change Mitigation Practices Scale (CCMPS) using exploratory factor analysis. Data were collected from 768 respondents in Quezon Province, Philippines through a 19-item questionnaire. Exploratory factor analysis revealed a two-factor structure: "Energy and Resource Conservation Practices" and "Active Environmental Engagement." The first factor captures behaviors related to conserving energy, water, and reducing waste, while the latter reflects proactive participation in environmental initiatives. The factors exhibited good reliability, with McDonald's omega values of 0.836 and 0.776, respectively. The CCMPS provides an empirically validated measure for assessing distinct yet interrelated dimensions of climate change mitigation practices. This scale contributes to our understanding of pro-environmental behaviors and can inform targeted interventions aimed at promoting sustainable practices on individual, community, and societal levels. Future research should further validate the CCMPS across diverse populations and investigate its relationships with other relevant psychological and contextual variables.
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. www.scirp.org. 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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