{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T08:20:24Z","timestamp":1778314824104,"version":"3.51.4"},"reference-count":83,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2026,1,26]],"date-time":"2026-01-26T00:00:00Z","timestamp":1769385600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>Education can be conceptualized as a complex socio-technical system in which teacher engagement functions as a dynamic component supporting system performance and adaptability. The present study examines how science teachers\u2019 perceptions of sustainable education interact with their levels of work engagement, providing empirical insights into system-level relationships relevant to educational sustainability. The study sample consisted of 246 science teachers, and data were collected using the Sustainable Education Scale and the Engaged Teacher Scale. Adopting a systems-informed analytical perspective, the study employs machine learning methods (Random Forest, CART, Extra Trees, and Bagging Regression) to explore non-linear relationships and interaction patterns that may remain obscured in conventional linear analyses. The results indicate that structural factors such as weekly teaching hours and academic qualifications are associated with variations in both sustainable education perceptions and work engagement. Moreover, the findings suggest a reciprocal relationship between sustainability-oriented perceptions and teacher engagement, consistent with feedback dynamics observed in complex educational systems. Rather than proposing a new theoretical framework or algorithm, the study demonstrates the utility of machine learning as a methodological tool for examining system-level interactions and emergent patterns in education, offering empirical insights that may inform sustainability-oriented practices in complex social systems.<\/jats:p>","DOI":"10.3390\/systems14020121","type":"journal-article","created":{"date-parts":[[2026,1,26]],"date-time":"2026-01-26T10:24:36Z","timestamp":1769423076000},"page":"121","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Machine Learning Approach to Understanding Teacher Engagement in Sustainable Education Systems"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4402-2626","authenticated-orcid":false,"given":"Esra","family":"Ge\u00e7ikli","sequence":"first","affiliation":[{"name":"Department of Mathematics and Science Education, Atat\u00fcrk University, Erzurum 25240, T\u00fcrkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8303-2179","authenticated-orcid":false,"given":"Figen","family":"\u00c7am-Tosun","sequence":"additional","affiliation":[{"name":"Department of Educational Sciences, Sinop University, Sinop 57000, T\u00fcrkiye"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2026,1,26]]},"reference":[{"key":"ref_1","unstructured":"WCED (1987). Report of the World Commission on Environment and Development: Our Common Future, Oxford University Press."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"318","DOI":"10.1080\/02635143.2014.944493","article-title":"The implementation of education for sustainable development in Sweden: Investigating the sustainability consciousness among upper secondary students","volume":"32","author":"Berglund","year":"2014","journal-title":"Res. Sci. Technol. Educ."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Hofman-Bergholm, M. (2018). Could Education for Sustainable Development Benefit from a Systems Thinking Approach?. Systems, 6.","DOI":"10.3390\/systems6040043"},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Tu, J.-C., and Creativani, K. (2025). Sustainable Design Education in Taiwan and the Curricular Gap in Policy, Practice, and Pedagogy: A Scoping Review. Systems, 13.","DOI":"10.3390\/systems13060470"},{"key":"ref_5","unstructured":"UNESCO (2004). United Nations Decade of Education for Sustainable Development (2005\u20132014), Draft International Implementation Scheme, UNESCO."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"861","DOI":"10.1080\/02635143.2021.1966406","article-title":"Making open educational resource videos on sustainable development: Students\u2019 attitudes, rationales, and approaches","volume":"41","author":"Chiu","year":"2021","journal-title":"Res. Sci. Technol. Educ."},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Frey, S., Beege, M., Renkl, A., and Riess, W. (2025). The Impact of System Models on Systems Thinking in the Context of Climate Change in Elementary School. Systems, 13.","DOI":"10.3390\/systems13040220"},{"key":"ref_8","first-page":"130","article-title":"Students\u2019 perceptions of education for sustainable development in the accounting and business curriculum at a business school in New Zealand","volume":"22","author":"Sharma","year":"2014","journal-title":"Med. Account. Res."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1080\/13504620601122632","article-title":"Student teachers\u2019 learning about subject matter and pedagogy in education for sustainable development","volume":"13","author":"Corney","year":"2007","journal-title":"Environ. Educ. Res."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1177\/0973408216661442","article-title":"Contributions of education for sustainable development (ESD) to quality education: A synthesis of research","volume":"10","author":"Laurie","year":"2016","journal-title":"J. Educ. Sustain. Dev."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1080\/03057920902909477","article-title":"Talking of fabric: A multi-dimensional model of quality in education","volume":"40","author":"Nikel","year":"2010","journal-title":"Comp. A J. Comp. Int. Educ."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"4082","DOI":"10.1002\/sd.2892","article-title":"Development and validation of a sustainable education scale","volume":"32","year":"2024","journal-title":"Sustain. Dev."},{"key":"ref_13","first-page":"522","article-title":"Can professional development improve teaching? Evaluating the effectiveness of teacher workshops","volume":"36","author":"Kraft","year":"2014","journal-title":"Educ. Eval. Policy Anal."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"220","DOI":"10.56648\/aide-irj.v2i1.32","article-title":"Work engagement, job satisfaction, and teaching performance of elementary teachers in the new normal","volume":"2","author":"Raralio","year":"2023","journal-title":"AIDE Interdiscip. Res. J."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"658","DOI":"10.1111\/bjep.12583","article-title":"Striving for personal growth matters: The relationship between personal growth initiative, teacher engagement and instructional quality","volume":"93","author":"Huang","year":"2023","journal-title":"Br. J. Educ. Psychol."},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Yao, D., and Lin, J. (2023). Identifying Key Factors Influencing Teaching Quality: A Computational Pedagogy Approach. Systems, 11.","DOI":"10.3390\/systems11090455"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"2031","DOI":"10.1007\/s10639-022-11265-4","article-title":"Sustainable development goal for quality education (SDG 4): A study on SDG 4 to extract the pattern of association among the indicators of SDG 4 employing a genetic algorithm","volume":"28","author":"Saini","year":"2023","journal-title":"Educ. Inf. Technol."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1080\/09243453.2012.678865","article-title":"Sustainable education: Basic principles and strategic recommendations","volume":"23","year":"2012","journal-title":"Sch. Eff. Sch. Improv."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1002\/berj.3843","article-title":"The intersection of environmental and sustainability education, and character education: An instrumental case study","volume":"49","author":"Jordan","year":"2023","journal-title":"Br. Educ. Res. J."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/21582440251334206","article-title":"Reflections on Supported Teaching in School (STS) as a Strategy for Attaining Sustainable Teacher Education in Ghana","volume":"15","author":"Bour","year":"2025","journal-title":"Sage Open"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1177\/0013164405282471","article-title":"The measurement of work engagement with a short questionnaire: A cross-national study","volume":"66","author":"Schaufeli","year":"2006","journal-title":"Educ. Psychol. Meas."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1348\/096317909X402596","article-title":"Weekly work engagement and performance: A study among starting teachers","volume":"83","author":"Bakker","year":"2010","journal-title":"J. Occup. Organ. Psychol."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"761","DOI":"10.1037\/0022-0663.99.4.761","article-title":"Autonomous motivation for teaching: How self-determined teaching may lead to self-determined learning","volume":"99","author":"Roth","year":"2007","journal-title":"J. Educ. Psychol."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1002\/berj.3316","article-title":"Towards a policy social psychology: Teacher engagement with policy enactment and the core concept of Affective Disruption","volume":"44","author":"Sheikh","year":"2018","journal-title":"Br. Educ. Res. J."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/21582440251320058","article-title":"Exploring Developmental Trajectories for English Language Teachers: Evidence from Professional Agency, Teacher Commitment, and Professional Learning Communities in Chinese Universities","volume":"15","author":"Yuan","year":"2025","journal-title":"Sage Open"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1080\/01443410.2015.1044943","article-title":"The effect of tertiary teachers\u2019 goal orientations for teaching on their commitment: The mediating role of teacher engagement","volume":"36","author":"Han","year":"2016","journal-title":"Educ. Psychol."},{"key":"ref_27","first-page":"291","article-title":"Engagement in high-leverage science teaching practices among novice elementary teachers","volume":"107","author":"Davis","year":"2023","journal-title":"Sci. Educ."},{"key":"ref_28","unstructured":"Gordon, G. (2006). Building Engaged Schools: Getting the Most Out of America\u2019s Classrooms, Gallup Press."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/21582440231214329","article-title":"Modeling the Effect of Chinese EFL Teachers\u2019 Self-efficacy and Resilience on Their Work Engagement: A Structural Equation Modeling Analysis","volume":"13","author":"Wang","year":"2023","journal-title":"Sage Open"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1080\/13540602.2018.1457024","article-title":"An international validation of the engaged teacher scale","volume":"24","author":"Yerdelen","year":"2018","journal-title":"Teach. Teach."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Zhao, J., Li, S., and Zhang, J. (2025). Understanding Teachers\u2019 Adoption of AI Technologies: An Empirical Study from Chinese Middle Schools. Systems, 13.","DOI":"10.3390\/systems13040302"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1037\/ocp0000056","article-title":"Job demands-resources theory: Taking stock and looking forward","volume":"22","author":"Bakker","year":"2017","journal-title":"J. Occup. Health Psychol."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"981","DOI":"10.3102\/0034654315626801","article-title":"Teacher Self-efficacy and its effects on classroom processes, student academic adjustment, and teacher well-being. A synthesis of 40 years of research","volume":"86","author":"Zee","year":"2016","journal-title":"Rev. Educ. Res."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"2677","DOI":"10.1007\/s11218-024-09949-5","article-title":"The mediation of organizational commitment between collective teacher efficacy and work engagement","volume":"27","year":"2024","journal-title":"Soc. Psychol. Educ."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"945","DOI":"10.1007\/s11218-023-09778-y","article-title":"Collective teacher culture and school goal structure: Associations with teacher self-efficacy and engagement","volume":"26","author":"Skaalvik","year":"2023","journal-title":"Soc. Psychol. Educ."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"68","DOI":"10.2466\/14.02.PR0.114k14w0","article-title":"Teacher self-efficacy and perceived autonomy: Relations with teacher engagement, job satisfaction, and emotional exhaustion","volume":"114","author":"Skaalvik","year":"2014","journal-title":"Psychol. Rep."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"1900808","DOI":"10.1002\/advs.201900808","article-title":"Data-driven materials science: Status, challenges, and perspectives","volume":"6","author":"Himanen","year":"2019","journal-title":"Adv. Sci."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1146\/annurev-polisci-053119-015921","article-title":"Machine learning for social science: An agnostic approach","volume":"24","author":"Grimmer","year":"2021","journal-title":"Annu. Rev. Political Sci."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/21582440251336019","article-title":"Predicting Absenteeism at Workplace Using Machine Learning and Network Analysis","volume":"15","author":"Kim","year":"2025","journal-title":"Sage Open"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/21582440241257800","article-title":"Integrating Relative Efficiency Models with Machine Learning Algorithms for Performance Prediction","volume":"14","author":"Perroni","year":"2024","journal-title":"Sage Open"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1007\/s10639-017-9616-z","article-title":"Educational data mining applications and tasks: A survey of the last 10 years","volume":"23","author":"Bakhshinategh","year":"2018","journal-title":"Educ. Inf. Technol."},{"key":"ref_42","first-page":"1306039","article-title":"A systematic review of deep learning approaches to educational data mining","volume":"1","year":"2019","journal-title":"Complexity"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"2320","DOI":"10.1002\/berj.4026","article-title":"Exploring the public\u2019s beliefs, emotions and sentiments towards the adoption of the metaverse in education: A qualitative inquiry using big data","volume":"50","author":"Mahmoud","year":"2024","journal-title":"Br. Educ. Res. J."},{"key":"ref_44","first-page":"939","article-title":"Estimating the causal impact of non-traditional household structures on children\u2019s educational performance using a machine learning propensity score","volume":"25","author":"Shang","year":"2024","journal-title":"Asia Pac. Educ. Rev."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1080\/03055698.2024.2369855","article-title":"Exploring school factors related to professional learning communities: A machine learning approach using cross-national data","volume":"51","author":"Christensen","year":"2024","journal-title":"Educ. Stud."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"20077","DOI":"10.1007\/s10639-024-12644-9","article-title":"Influence of school characteristics on computational thinking: A supervised machine learning approach","volume":"29","author":"Ezeamuzie","year":"2024","journal-title":"Educ. Inf. Technol."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1177\/21582440251370443","article-title":"Detection of Early School Drop out in Vocational and Technical High Schools in Turkey","volume":"15","author":"Korkmaz","year":"2025","journal-title":"Sage Open"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"12865","DOI":"10.1007\/s10639-025-13357-3","article-title":"Harnessing machine learning for academic insight: A study of educational performance in Bhopal, India","volume":"30","author":"Onker","year":"2025","journal-title":"Educ. Inf. Technol."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"S\u00e1nchez-S\u00e1nchez, A.M., Mello-Rom\u00e1n, J.D., Segura, M., and Hern\u00e1ndez, A. (2024). Identifying the Determinants of Academic Success: A Machine Learning Approach in Spanish Higher Education. Systems, 12.","DOI":"10.3390\/systems12100425"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"1105","DOI":"10.1080\/09500693.2024.2359099","article-title":"Using machine learning to predict student science achievement based on science curriculum type in TIMSS 2019","volume":"47","author":"Song","year":"2024","journal-title":"Int. J. Sci. Educ."},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Tang, B., Liang, J., Hu, W., and Luo, H. (2025). Enhancing Programming Performance, Learning Interest, and Self-Efficacy: The Role of Large Language Models in Middle School Education. Systems, 13.","DOI":"10.3390\/systems13070555"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"2755","DOI":"10.1007\/s10763-025-10545-y","article-title":"Machine Learning Approaches for Predicting U.S. Students\u2019 Scientific Literacy: An Analysis of Key Factors Across Performance Levels and Socioeconomic Statuses","volume":"23","author":"You","year":"2025","journal-title":"Int. J. Sci. Math. Educ."},{"key":"ref_53","unstructured":"Aung, A.M., Ramakrishnan, A., and Whitehill, J.R. (2018, January 15\u201318). Who are they looking at? Automatic eye gaze following for classroom observation video analysis. Proceedings of the 11th International Educational Data Mining Society, Buffalo, NY, USA. Available online: https:\/\/files.eric.ed.gov\/fulltext\/ED593195.pdf."},{"key":"ref_54","first-page":"1","article-title":"Harnessing machine learning to explore the role of socio-demographic and attitudinal factors in shaping students\u2019 environmental sustainability beliefs and behaviors","volume":"70","author":"Pongsophon","year":"2025","journal-title":"Scand. J. Educ. Res."},{"key":"ref_55","unstructured":"Creswell, J.W. (2009). Research design. Qualitative, Quantitative, and Mixed Methods Approaches, Sage Pub.. [3rd ed.]."},{"key":"ref_56","unstructured":"Fraenkel, J.R., Wallen, N.E., and Hyun, H.H. (2012). How to Design and Evaluate Research in Education, McGraw-Hill. [7th ed.]."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/1536867X20909688","article-title":"The random forest algorithm for statistical learning","volume":"20","author":"Schonlau","year":"2020","journal-title":"Stata J."},{"key":"ref_58","first-page":"149","article-title":"Examining the nexus of globalisation and intercultural education: Theorising the macro-micro integration process","volume":"18","author":"Hajisoteriou","year":"2020","journal-title":"Glob. Soc. Educ."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1007\/s11165-025-10279-5","article-title":"Teachers\u2019 implementation of self-designed Interdisciplinary Curriculum Units in Education for Sustainable Development","volume":"55","author":"Scheie","year":"2025","journal-title":"Res. Sci. Educ."},{"key":"ref_60","first-page":"17","article-title":"A case for responsible inclusion","volume":"28","author":"Norrell","year":"1997","journal-title":"Teaching PreK-8"},{"key":"ref_61","first-page":"48","article-title":"Inclusive education of the students of the ones who are integrated with the foreign students","volume":"5","author":"Pehlivan","year":"2021","journal-title":"Stud. Educ. Res. Dev."},{"key":"ref_62","first-page":"623","article-title":"Inclusive education in 21st century of India","volume":"10","author":"Paul","year":"2023","journal-title":"Int. J. Res. Anal. Rev."},{"key":"ref_63","unstructured":"Soyege, F. (2020). Exploring the Roles of Parents and Teachers for Intervention for Inclusive Education of Children in Need of Support in Low- & Middle-Income Countries of the Southern Region of Africa: A Systematic Literature Review from 2011\u20132020. [Master\u2019s Thesis, J\u00f6nk\u00f6ping University]. Available online: https:\/\/www.diva-portal.org\/smash\/get\/diva2:1431432\/FULLTEXT01.pdf."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"498","DOI":"10.1037\/0021-9010.93.3.498","article-title":"Early predictors of job burnout and engagement","volume":"93","author":"Maslach","year":"2008","journal-title":"J. Appl. Psychol."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"934","DOI":"10.1002\/sce.20388","article-title":"Science, society and sustainability: Education and empowerment for an uncertain world","volume":"94","author":"Heimlich","year":"2010","journal-title":"Sci. Ed."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"511","DOI":"10.1080\/13504622.2010.505427","article-title":"Learning for resilience, or the resilient learner? Towards a necessary reconciliation in a paradigm of sustainable education","volume":"16","author":"Sterling","year":"2010","journal-title":"Environ. Educ. Res."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"201","DOI":"10.11591\/ijere.v8i2.18273","article-title":"Competencies of Principals in Ensuring Sustainable Education: Teachers\u2019 Views","volume":"8","author":"Semin","year":"2019","journal-title":"Int. J. Eval. Res. Educ."},{"key":"ref_68","unstructured":"Stibbe, A. (2009). Citizen Engagement. The Handbook of Sustainability Literacy-Skills for a Changing World, Green Books."},{"key":"ref_69","unstructured":"Walker, B., and Salt, D. (2006). Resilience Thinking-Sustaining Ecosystems and People in a Changing World, Island Press."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1016\/j.envsci.2007.02.007","article-title":"What kinds of knowledge, knowing and learning are required for addressing resource dilemmas? A theoretical overview","volume":"10","author":"Blackmore","year":"2007","journal-title":"Environ. Sci. Policy"},{"key":"ref_71","first-page":"56","article-title":"Impact of role (ambiguity and conflict) on teaching assistants\u2019 satisfaction and intention to leave: Pakistani HEIs","volume":"7","author":"Fatima","year":"2012","journal-title":"Int. J. Bus. Manag."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/j.nedt.2005.10.011","article-title":"An investigation of job satisfaction, organizational commitment and role conflict and ambiguity in a sample of Chinese undergraduate nursing students","volume":"26","author":"Wu","year":"2006","journal-title":"Nurse Educ. Today"},{"key":"ref_73","doi-asserted-by":"crossref","unstructured":"Foster, J. (2018). Sustainability and the Learning Virtues in Curriculum and Environmental Education, Routledge.","DOI":"10.4324\/9781315144566-7"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"496","DOI":"10.1080\/20004508.2022.2071016","article-title":"Towards a new paradigm of \u201csustainable intercultural and inclusive education\u201d: A comparative \u201cblended\u201d approach","volume":"14","author":"Hajisoteriou","year":"2023","journal-title":"Educ. Inq."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1080\/09243453.2025.2492012","article-title":"Promoting school belonging for immigrant students: The interplay of inclusive school climate and multicultural education","volume":"36","author":"Choi","year":"2025","journal-title":"Sch. Eff. Sch. Improv."},{"key":"ref_76","doi-asserted-by":"crossref","unstructured":"Oyman Bozkurt, N. (2025). Mapping Complexity: Refugee Students\u2019 Participation and Retention in Education Through Community-Based System Dynamics. Systems, 13.","DOI":"10.3390\/systems13070574"},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1007\/s10833-024-09510-3","article-title":"Culturally responsive-sustaining education and student engagement: A call to integrate two fields for educational change","volume":"26","author":"Stein","year":"2025","journal-title":"J. Educ. Change"},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1080\/03057267.2021.1897930","article-title":"A bibliometric and descriptive analysis of inclusive education in science education","volume":"57","author":"Lopes","year":"2021","journal-title":"Stud. Sci. Educ."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1080\/14681366.2020.1765193","article-title":"Sustainable intercultural and inclusive education: Teachers\u2019 efforts on promoting a combining paradigm","volume":"29","author":"Sorkos","year":"2020","journal-title":"Pedagog. Cult. Soc."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1002\/berj.4076","article-title":"Using hope theory to understand changes from professional learning in inclusive education","volume":"51","author":"Park","year":"2025","journal-title":"Br. Educ. Res. J."},{"key":"ref_81","first-page":"1598","article-title":"Evaluation of teacher\u2019s opinions on the building of democratic learning environment","volume":"23","author":"Kavan","year":"2022","journal-title":"Inonu. Univ. J. Fac. Educ."},{"key":"ref_82","unstructured":"Turan, S.T. (2015). Theory research and practice. Educational Administration, Nobel. Original Work Published 2005."},{"key":"ref_83","first-page":"418","article-title":"The relationship between perceptions of organizational justice and perceptions of work engagement in secondary school teachers","volume":"17","author":"Akdeniz","year":"2019","journal-title":"J. Turk. Educ. Sci."}],"container-title":["Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2079-8954\/14\/2\/121\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,26]],"date-time":"2026-01-26T10:51:16Z","timestamp":1769424676000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2079-8954\/14\/2\/121"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,26]]},"references-count":83,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2026,2]]}},"alternative-id":["systems14020121"],"URL":"https:\/\/doi.org\/10.3390\/systems14020121","relation":{},"ISSN":["2079-8954"],"issn-type":[{"value":"2079-8954","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1,26]]}}}