APPLICATION OF THE THEORY OF PLANNED BEHAVIOR TO PREDICT PRO-ENVIRONMENTAL BEHAVIOR: A CASE STUDY OF HIGH SCHOOL STUDENTS AT AN ECO-SCHOOL IN BANGKOK
Main Article Content
Abstract
This study aimed to examine the effects of attitude, subjective norms, and perceived behavioral control on environmental behavior, with behavioral intention serving as a mediating variable among upper secondary school students in Eco-Schools in Bangkok Metropolitan Area. The sample consisted of 647 upper secondary school students. Data were collected using a questionnaire and analyzed using descriptive statistics, Pearson’s correlation coefficient, and path analysis.
The results revealed that the model accounted for 60.3% of the variance in behavioral intention (R² = .603). Perceived behavioral control had the highest positive direct effect on intention (β = .583, p < .001), followed by subjective norms (β = .281, p < .001). Furthermore, the model explained 40.5% of the variance in pro-environmental behavior
(R² = .405). Attitudes toward pro-environmental behavior exhibited the highest positive direct effect (β = .367, p < .001), followed by perceived behavioral control (β = .227, p < .001) and behavioral intention (β = .225, p < .001), respectively. Regarding mediation analysis, subjective norms had a significant indirect effect on pro-environmental behavior through behavioral intention (β = .063, p < .001), and indirect effects through intention (β = .131, p < .001), indicating partial mediation. Attitudes had no significant indirect effect on behavior through intention.
These findings suggest that promoting students' pro-environmental behavior should focus on enhancing their perceived behavioral control, fostering positive subjective norms from family, teachers, and peers, and developing positive attitudes through experiential learning. This will effectively enable students to translate their intentions into continuous and sustainable pro-environmental actions.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
นิติกร อ่อนโยน. (2562). ปัจจัยที่ส่งผลต่อพฤติกรรมอนุรักษ์สิ่งแวดล้อมของนักเรียนระดับประถมศึกษาตอนปลาย. วารสารบัณฑิตศึกษา มหาวิทยาลัยราชภัฏวไลยอลงกรณ์ ในพระบรมราชูปถัมภ์, 13(3), 115-128.
สำนักงานนโยบายและแผนทรัพยากรธรรมชาติและสิ่งแวดล้อม. (2565). รายงานสถานการณ์คุณภาพสิ่งแวดล้อม พ.ศ. 2564. (พิมพ์ครั้งที่ 1). กระทรวงทรัพยากรธรรมชาติและสิ่งแวดล้อม.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T.
Aziz, A. (2019). Applying theory of planned behavior to understand pro-environmental intention and behavior of students. Arthatama, 3(1), 1-15.
Bamberg, S., & Möser, G. (2007). Twenty years after Hines, Hungerford, and Tomera: A new meta-analysis of psycho-social determinants of pro-environmental behaviour. Journal of Environmental Psychology, 27(1), 14-25.
De Leeuw, A., Valois, P., Ajzen, I., & Schmidt, P. (2015). Using the theory of planned behavior to identify key beliefs underlying pro-environmental behavior in high-school students: Implications for educational interventions. Journal of Environmental Psychology, 42, 128-138. https://doi.org/10.1016/j.jenvp. 2015.03.005.
Fedi, A., La Barbera, F., De Jong, A., & Rollero, C. (2021). Intention to adopt pro-environmental behaviors among university students of hard and soft sciences: The case of drinking by reusable bottles. International Journal of Sustainability in Higher Education, 22(4), 766-779. https://doi.org/ 10.1108/IJSHE-03-2020-0106
Fishbein, M., & Ajzen, I. (2010). Predicting and changing behavior: The reasoned action approach. Psychology Press.
Gifford, R., & Nilsson, A. (2014). Personal and social factors that influence pro‐environmental concern and behaviour: A review. International Journal of Psychology, 49(3), 141-157. https://doi.org/10.1002/ijop.12034.
IPCC. (2023). Climate change 2023: Synthesis report. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, H. Lee & J. Romero (eds.)]. IPCC. doi.org
The jamovi project. (2022). jamovi (Version 2.3) [Computer software]. https://www.jamovi.org
Lee, K. (2011). The role of media exposure, social exposure and biospheric value orientation in the environmental attitude-intention-behavior model in adolescents. Journal of Environmental Psychology, 31(4), 301–308. https://doi.org/10.1016/j.jenvp.2011.08.004
Liu, Q., & Chen, X. (2021). Green spaces in Chinese schools enhance children's environmental attitudes and pro-environmental behavior. Children, Youth and Environments, 31(1), 55-76. https://doi.org/10.7721/chilyoutenvi.31.1.0055
Millaku, J., Selimi, A., & Berisha, B. (2023). Environmental attitudes and behaviors of high secondary school students in Kosovo. International Journal of Sustainable Development and Planning, 18(4), 1187-1194. doi.org
Phang, G., & Ilham, Z. (2023). Theory of planned behavior to understand pro-environmental behavior among Universiti Malaya students. AIMS Environmental Science, 10(5), 691–708. https://doi.org/10.3390/environsci. 2023038
Rahmawati, H., Hutagalung, F. D., Harsono, Y. T., & Qoyyimah, N. R. (2024). Pro-environmental behavior model among university students. Psympathic: Jurnal Ilmiah Psikologi, 11(1), 9-16. https://doi.org/10.15575/psy.v11i1.32 182
Soper, D. S. (2010). A-priori sample size calculator for multiple regression [Software]. Available from https://www.danielsoper.com/statcalc
Steg, L., & Vlek, C. (2009). Encouraging pro-environmental behaviour: An integrative review and research agenda. Journal of Environmental Psychology, 29(3), 309-317. https://doi.org/10.1016/j.jenvp.2008.10.004
WWF. (2020). Living Planet Report 2020: Bending the curve of biodiversity loss. World Wildlife Fund. worldwildlife.org.
Yuriev, A., Dahmen, M., Paillé, P., Boiral, O., & Guillaumie, L. (2020). Pro-environmental behaviors through the lens of the theory of planned behavior: A scoping review. Resources, Conservation and Recycling, 155, Article 104660. https://doi.org/10.1016/j.resconrec.2019.104660.