Developing and validating a scale to measure tertiary students’ sustainability competence in extracurricular settings in Asia

References

• Arnold, J. A., Arad, S., Rhoades, J. A., & Drasgow, F. (2000). The empowering leadership questionnaire: The construction and validation of a new scale for measuring leader behaviors. Journal of Organizational Behavior, 21(3), 249–269. https://doi.org/10.1002/(SICI)1099-1379(200005)21:3<249::AID-JOB10>3.0.CO;2-%23
   Web of Science ®Google Scholar
• Barth, M. (2014). Implementing sustainability in higher education: Learning in an age of transformation. Routledge. https://books.google.com.hk/books?id=IXjZBAAAQBAJ
   Google Scholar
• Barth, M., & Burandt, S. (2013). Adding the “e-” to learning for sustainable development: Challenges and innovation. Sustainability, 5(6), 2609–2622. https://doi.org/10.3390/su5062609
   Web of Science ®Google Scholar
• Barth, M., Godemann, J., Rieckmann, M., & Stoltenberg, U. (2007). Developing key competencies for sustainable development in higher education. International Journal of Sustainability in Higher Education, 8(4), 416–430. https://doi.org/10.1108/14676370710823582
   Google Scholar
• Beaufre, A. (1965). An introduction to strategy: With particular reference to problems of defense, politics, economics, and diplomacy in the nuclear age. Praeger. https://books.google.com.hk/books?id=EJ4rAAAAYAAJ
   Google Scholar
• Biggs, J., & Tang, C. (2011). Teaching for quality learning at University. McGraw-Hill Education (UK). https://books.google.com.hk/books?id=XhjRBrDAESkC
   Google Scholar
• Blessinger, P., Sengupta, E., & Makhanya, M. (2018). Higher education’s key role in sustainable development. University World News. https://www.universityworldnews.com/post.php?story=20180905082834986
   Google Scholar
• Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & Young, S. L. (2018). Best practices for developing and validating scales for health, social, and behavioral research: A primer. Frontiers in Public Health, 6, 149. https://doi.org/10.3389/fpubh.2018.00149
   PubMed Web of Science ®Google Scholar
• Brandt, J., Bürgener, L., Barth, M., & Redman, A. (2019). Becoming a competent teacher in education for sustainable development. International Journal of Sustainability in Higher Education, 20(4), 630–653. https://doi.org/10.1108/IJSHE-10-2018-0183
   Web of Science ®Google Scholar
• Cebrián, G., Pascual, D., & Moraleda, Á. (2019). Perception of sustainability competencies amongst Spanish pre-service secondary school teachers. International Journal of Sustainability in Higher Education, 20(7), 1171–1190. https://doi.org/10.1108/IJSHE-10-2018-0168
   Web of Science ®Google Scholar
• Chen, C., Lee, S., & Stevenson, H. W. (1995). Response style and cross-cultural comparisons of rating scales among east Asian and North American students. Psychological Science, 6(3), 170–175. https://doi.org/10.1111/j.1467-9280.1995.tb00327.x
   Web of Science ®Google Scholar
• Cifuentes-Faura, J., & Noguera-Méndez, P. (2023). What is the role of economics and business studies in the development of attitudes in favour of sustainability? International Journal of Sustainability in Higher Education, 24(7), 1430–1451. https://doi.org/10.1108/IJSHE-10-2022-0324
   Web of Science ®Google Scholar
• Crawford, J., & Cifuentes-Faura, J. (2022). Sustainability in higher education during the COVID-19 pandemic: A systematic review. Sustainability, 14(3), 1879. https://doi.org/10.3390/su14031879
   Web of Science ®Google Scholar
• Crick, R. D. (2008). Key competencies for education in a European context: Narratives of accountability or care. European Educational Research Journal, 7(3), 311–318. https://doi.org/10.2304/eerj.2008.7.3.311
   Google Scholar
• Davis, M. H. (1983). Measuring individual differences in empathy: Evidence for a multidimensional approach. Journal of Personality and Social Psychology, 44(1), 113–126. https://doi.org/10.1037/0022-3514.44.1.113
   Web of Science ®Google Scholar
• DeCastellarnau, A. (2018). A classification of response scale characteristics that affect data quality: A literature review. Quality & Quantity, 52(4), 1523–1559. https://doi.org/10.1007/s11135-017-0533-4
   PubMedGoogle Scholar
• Din, A. M., & Jabeen, S. (2014). Scenario-based assessment exercises and the perceived learning of mass communication students. Asian Association of Open Universities Journal, 9(1), 93–103. https://doi.org/10.1108/AAOUJ-09-01-2014-B009
   Google Scholar
• European Commission, Joint Research Centre. (2022). GreenComp, the European sustainability competence framework. Publications Office of the European Union. https://doi.org/10.2760/13286
   Google Scholar
• Fischer, D., & Barth, M. (2014). Key competencies for and beyond sustainable consumption an educational contribution to the debate. GAIA - Ecological Perspectives for Science and Society, 23(3), 193–200. https://doi.org/10.14512/gaia.23.S1.7
   Web of Science ®Google Scholar
• Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312
   Web of Science ®Google Scholar
• Goldman, E., & Scott, A. R. (2016). Competency models for assessing strategic thinking. Journal of Strategy and Management, 9(3), 258–280. https://doi.org/10.1108/JSMA-07-2015-0059
   Google Scholar
• Gould, S. J. (2015). Second Order Confirmatory Factor Analysis: An Example. In Proceedings of the 1987 Academy of marketing science (AMS) annual conference. (pp. 488–490). Springer.
   Google Scholar
• Grosseck, G., Țîru, L. G., & Bran, R. A. (2019). Education for sustainable development: Evolution and perspectives: A bibliometric review of research, 1992–2018. Sustainability, 11(21), 6136. https://doi.org/10.3390/su11216136
   Web of Science ®Google Scholar
• Hallford, D. J., Takano, K., Raes, F., & Austin, D. W. (2020). Psychometric evaluation of an episodic future thinking variant of the autobiographical memory test – Episodic future thinking-test (EFT-T). European Journal of Psychological Assessment, 36(4), 658–669. https://doi.org/10.1027/1015-5759/a000536
   Web of Science ®Google Scholar
• Hansen, B., Stiling, P., & Uy, W. F. (2021). Innovations and challenges in SDG integration and reporting in higher education: A case study from the University of South Florida. International Journal of Sustainability in Higher Education, 22(5), 1002–1021. https://doi.org/10.1108/IJSHE-08-2020-0310
   Web of Science ®Google Scholar
• Hinkin, T. R. (1995). A review of scale development practices in the study of organizations. Journal of Management, 21(5), 967–988. https://doi.org/10.1177/014920639502100509
   Web of Science ®Google Scholar
• Holdsworth, S., Thomas, I., & Sandri, O. (2018). Assessing graduate sustainability attributes using a vignette/Scenario approach. Journal of Education for Sustainable Development, 12(2), 120–139. https://doi.org/10.1177/0973408218792127
   Google Scholar
• Kassing, J. W., Johnson, H. S., Kloeber, D. N., & Wentzel, B. R. (2010). Development and validation of the environmental communication scale. Environmental Communication, 4(1), 1–21. https://doi.org/10.1080/17524030903509725
   Web of Science ®Google Scholar
• Kline, R. B. (1998). Principles and practice of structural equation modeling. Guilford Publications.
   Google Scholar
• Komasinski, A., & Ishimura, G. (2017). Critical thinking and normative competencies for sustainability science education. Journal of Higher Education and Lifelong Learning, 24, 21–37. https://eprints.lib.hokudai.ac.jp/dspace/bitstream/2115/65041/1/2403.pdf
   Google Scholar
• Lafuente-Lechuga, M., Cifuentes-Faura, J., & Faura-Martínez, Ú. (2024). Teaching sustainability in higher education by integrating mathematical concepts. International Journal of Sustainability in Higher Education, 25(1), 62–77. https://doi.org/10.1108/IJSHE-07-2022-0221
   Web of Science ®Google Scholar
• Lambrechts, W. (2019). 21st century skills, individual competences, personal capabilities and mind-sets related to sustainability: A management and education perspective. The Central European Review of Economics and Management, 3(3), 7–17. https://doi.org/10.29015/cerem.855
   Google Scholar
• Loorbach, D., & Rotmans, J. (2006). Managing transitions for sustainable development. In X. Olsthoorn & A. J. Wieczorek (Eds.), Understanding industrial transformation: Views from different disciplines. (pp. 187–206). Springer Science & Business Media. https://doi.org/10.1007/1-4020-4418-6_10
   Google Scholar
• McArthur, J. W., & Sachs, J. (2009, June 18) Needed: A new generation of problem solvers. The Chronicle of Higher Education. https://www.chronicle.com/article/needed-a-new-generation-of-problem-solvers/
   Google Scholar
• Moore, S., Singh, M., Plamieri, P., & Alemi, F. (2011). The Systems Thinking Scale: A measure of systems thinking. Case Western Reserve University. https://case.edu/nursing/sites/case.edu.nursing/files/2018-04/STS_Manual.pdf
   Google Scholar
• OECD. (2005). Definition and selection of key competencies: executive summary. Organisation for Economic Co-operation and Development. https://www.oecd.org/pisa/35070367.pdf
   Google Scholar
• Orr, D. W. (2002). Four challenges of sustainability. Conservation Biology, 16(6), 1457–1460. https://doi.org/10.1046/j.1523-1739.2002.01668.x
   Web of Science ®Google Scholar
• Ploum, L., Blok, V., Lans, T., & Omta, O. (2017). Toward a validated competence framework for sustainable entrepreneurship. Organization & Environment, 31(2), 113–132. https://doi.org/10.1177/1086026617697039
   PubMed Web of Science ®Google Scholar
• Priede, C., Jokinen, A., Ruuskanen, E., & Farrall, S. (2013). Which probes are most useful when undertaking cognitive interviews? International Journal of Social Research Methodology, 17(5), 559–568. https://doi.org/10.1080/13645579.2013.799795
   Web of Science ®Google Scholar
• Redman, A., Wiek, A., & Barth, M. (2021). Current practice of assessing students’ sustainability competencies: A review of tools. Sustainability Science, 16(1), 117–135. https://doi.org/10.1007/s11625-020-00855-1
   Web of Science ®Google Scholar
• Remington‐Doucette, S. M., Hiller Connell, K. Y., Armstrong, C. M., & Musgrove, S. L. (2013). Assessing sustainability education in a transdisciplinary undergraduate course focused on real‐world problem solving. International Journal of Sustainability in Higher Education, 14(4), 404–433. https://doi.org/10.1108/IJSHE-01-2012-0001
   Web of Science ®Google Scholar
• Ridgeway, C. (2001). Joining and functioning in groups, self concept and emotion management. In D. S. Rychen & L. H. Salganik (Eds.), Defining and selecting key competencies. (pp. 205–212). Hogrefe & Huber.
   Google Scholar
• Rönkkö, M., & Cho, E. (2022). An updated guideline for assessing discriminant validity. Organizational Research Methods, 25(1), 6–14. https://doi.org/10.1177/1094428120968614
   Web of Science ®Google Scholar
• Rowe, D. (2007). Education for a sustainable future. Science (New York, N.Y.), 317(5836), 323–324. https://doi.org/10.1126/science.1143552
   PubMed Web of Science ®Google Scholar
• Savage, E., Tapics, T., Evarts, J., Wilson, J., & Tirone, S. (2015). Experiential learning for sustainability leadership in higher education. International Journal of Sustainability in Higher Education, 16(5), 692–705. https://doi.org/10.1108/IJSHE-10-2013-0132
   Web of Science ®Google Scholar
• School of Sustainability, Arizona State University. (2018). Key competencies in sustainability. https://static.sustainability.asu.edu/schoolMS/sites/4/2018/04/Key_Competencies_Overview_Final.pdf
   Google Scholar
• Shephard, K., Harraway, J., Lovelock, B., Mirosa, M., Skeaff, S., Slooten, L., Strack, M., Furnari, M., Jowett, T., & Deaker, L. (2015). Seeking learning outcomes appropriate for ‘education for sustainable development’ and for higher education. Assessment & Evaluation in Higher Education, 40(6), 855–866. https://doi.org/10.1080/02602938.2015.1009871
   Web of Science ®Google Scholar
• Siew, N., & Rahman, M. (2019). Assessing the Validity and Reliability of the Future Thinking Test using Rasch Measurement Model. International Journal of Environmental and Science Education, 14(4), 139–149. http://www.ijese.net/makale_indir/IJESE_2110_article_5d360a01d139a.pdf
   Google Scholar
• Taimur, S., & Sattar, H. (2019). Education for sustainable development and critical thinking competency. In W. Leal Filho, A. Azul, L. Brandli, P. Özuyar, & T. Wall (Eds.), Quality education. (pp. 1–11). Springer International Publishing. https://doi.org/10.1007/978-3-319-69902-8_64-1
   Google Scholar
• Tucker, C. (2019, November 26). Mini-scenarios for assessment. Experiencing eLearning. https://www.christytuckerlearning.com/mini-scenarios-for-assessment
   Google Scholar
• Waltner, E., Rieß, W., & Mischo, C. (2019). Development and validation of an instrument for measuring student sustainability competencies. Sustainability, 11(6), 1717. https://doi.org/10.3390/su11061717
   Web of Science ®Google Scholar
• Watson, J. C. (2017). Establishing evidence for internal structure using exploratory factor analysis. Measurement and Evaluation in Counseling and Development, 50(4), 232–238. https://doi.org/10.1080/07481756.2017.1336931
   Web of Science ®Google Scholar
• Weinert, F. E. (2001). Concept of competence: A conceptual clarification. In D. S. Rychen & L. H. Salganik (Eds.), Defining and selecting key competencies. (pp. 45–66). Hogrefe & Huber.
   Google Scholar
• Wiek, A., Withycombe, L., & Redman, C. L. (2011). Key competencies in sustainability: A reference framework for academic program development. Sustainability Science, 6(2), 203–218. https://doi.org/10.1007/s11625-011-0132-6
   Web of Science ®Google Scholar
• Willard, M., Wiedmeyer, C., Warren Flint, R., Weedon, J. S., Woodward, R., Feldman, I., & Edwards, M. (2010). The sustainability professional: 2010 competency survey report. Environmental Quality Management, 20(1), 49–83. https://doi.org/10.1002/tqem.20271
   Google Scholar
• Willis, G. B. (2005). Cognitive interviewing: A tool for improving questionnaire design. SAGE Publications. https://books.google.com.hk/books?id=g9cdAQAAIAAJ
   Google Scholar
• Wong, N., Rindfleisch, A., & Burroughs, J. E. (2003). Do reverse-worded items confound measures in cross-cultural consumer research? The case of the material values scale. Journal of Consumer Research, 30(1), 72–91. https://doi.org/10.1086/374697
   Web of Science ®Google Scholar
• Zait, A., & Bertea, P. E. (2011). Methods for testing discriminant validity. Management & Marketing, 9(2), 217–224. http://www.mnmk.ro/documents/2011-2/4_Zait_Bertea_FFF.pdf
   Google Scholar