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Data-Informed Teaching and Action Research in Improving Evidence-Based Instruction

Author(s): Alvin F. Consistente
Author(s) information:
Surigao del Norte State University, Narciso St,.8400, Surigao City, Surigao del Norte, Philippines

Corresponding author

This explored the role of data-informed teaching and classroom action research in strengthening evidence-based instruction and improving student learning outcomes. The problem addressed centered on the persistent gap between the availability of educational data and its effective use in classroom decision-making, often resulting in less responsive and less effective teaching practices. The review aimed to synthesize existing literature on how teacher data literacy, action research, and continuous improvement models contributed to more systematic and evidence-driven instruction. It was hypothesized that integrating data-informed practices with iterative inquiry processes enhanced instructional quality and student achievement. Using a systematic review approach, relevant studies were analysed to identify key themes and relationships among data use, instructional strategies, and professional collaboration. The findings indicated that teacher data literacy was a critical foundation, enabling educators to interpret and apply data meaningfully. Classroom action research, particularly when conducted within Professional Learning Communities (PLCs), supported reflective practice and collaborative problem-solving. Evidence-based strategies such as explicit instruction, formative assessment, cooperative learning, metacognitive techniques, and timely feedback, were shown to be more effective when guided by data-driven insights. Furthermore, continuous improvement frameworks, especially the Plan-Do-Study-Act (PDSA) cycle, provided a structured process for refining instruction. The review concluded that the integration of data-informed teaching and action research fostered a culture of continuous improvement, professional growth, and accountability. Future studies should focus on the longitudinal impacts of these approaches, their scalability across diverse educational contexts, and the development of targeted interventions to strengthen teachers’ data literacy skills.

Impact of action research in education: Experiences and challenges faced by teachers. (accessed on 15 February 2026) Available online: https://www.researchgate.net/publication/358340500_Impact_of_Action_Research_in_Education_Experiences_and_Challenges_Faced_by_Teachers.

Blumenthal, A.; Visscher, A.J.; Lai, M.K. (2021). Teachers’ use of data from digital learning platforms for instructional design: A systematic review. Educational Technology Research and Development, 72, 1925–1945. http://doi.org/10.1007/s11423-024-10356-y.

Buckman, M.M. (2024). Data-informed professional learning and instruction in inclusive education. Journal of Special Education, 60(1). https://doi.org/10.1177/10534512241253606.

ClickView Education. (accessed on 15 February 2026) Available online: www.clickvieweducation.com/blog/teaching-strategies/evidence-based-instructional-strategies.

Wakeman, S.Y.; Ahlgrim-Delzell, L.; Gezer, T.; Pennington, R.; Saunders, A. (2022). Using Action Research to Develop a Professional Development and Coaching Package for Educators within Inclusive Reading Instruction. Disabilities, 2, 641-661. https://doi.org/10.3390/disabilities2040046.

Creswell, J.W.; Poth, C.N. (2018). Qualitative Inquiry and Research Design: Choosing Among Five Approaches, 4th ed.; SAGE Publications: Thousand Oaks, United States.

Deming, W.E. (1986). Out of the Crisis; MIT Press: Cambridge, United States.

Szép, A.; Dantchev, S.; Zemp, M.; Schwinger, M.; Chavanon, M.-L.; Christiansen, H. (2021). Facilitators and Barriers of Teachers’ Use of Effective Classroom Management Strategies for Students with ADHD: A Model Analysis Based on Teachers’ Perspectives. Sustainability, 13, 12843. https://doi.org/10.3390/su132212843.

Make the Most of Classroom Data. (accessed on 15 February 2026) Available online: www.discoveryeducation.com/blog/teaching-and-learning/using-data/.

How Plan Do Study Act Transforms K-6 Classrooms: A Data-Driven Approach to Educational Excellence. (accessed on 15 February 2026) Available online: www.edu.com/blog/how-plan-do-study-act-transforms-k-6-classrooms-a-data-driven-approach-to-educational-excellence.

Lynch, D., Vo, H., Yeigh, T. et al. Action research communities as a whole-of-school teaching improvement initiative: a multi-method multi-informant study. The Australian Educational Researcher, 52, 1133–1162. http://doi.org/10.1007/s13384-024-00756-7.

Khor, E.T.; Chee, A.; Lee, S.S. (2025). Beyond the Numbers: K-12 Teachers’ Experiences, Beliefs, and Challenges in Developing Data Literacy. Education Sciences, 15, 1527. https://doi.org/10.3390/educsci15111527.

Evidence-based instructional strategies. (accessed on 15 February 2026) Available online: www.fiveable.me/key-terms/curriculum-development/evidence-based-instructional-strategies.

Anderson, E.; Cunningham, K.M.W.; Richardson, J.W. (2024). Framework for Implementing Improvement Science in a School District to Support Institutionalized Improvement. Education Sciences, 14, 770. https://doi.org/10.3390/educsci14070770.

Meyers, C.V.; VanGronigen, B.A. (2025). A Systematic Literature Review on the Development and Implementation of School Improvement Plans (SIPs) Around the World. Education Sciences, 15, 1708. https://doi.org/10.3390/educsci15121708.

Continuous Improvement in Education: A Toolkit for Schools and Districts. (accessed on 15 February 2026) Available online: www.ies.ed.gov/ies/2025/01/continuous-improvement-education-toolkit-schools-and-districts.

Kemmis, S.; McTaggart, R. (2014). The Action Research Planner: Doing Critical Participatory Action Research, 3rd ed.; Springer: Singapore, Singapore.

Hershkovitz, A.; Ambrose, G.A.; Soffer, T. (2024). Instructors’ Perceptions of the Use of Learning Analytics for Data-Driven Decision Making. Education Sciences, 14, 1180. https://doi.org/10.3390/educsci14111180.

Langley, G.J.; Moen, R.D.; Nolan, K.M.; Nolan, T.W.; Norman, C.L.; Provost, L.P. (2009). The Improvement Guide: A Practical Approach to Enhancing Organizational Performance; Jossey-Bass: San Francisco, United States.

Lee, J.; Alonzo, D.; Beswick, K.; Abril, J.M.V.; Chew, A.W. (2024). Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021. Educational Assessment, Evaluation and Accountability, 36, 145–200. http://doi.org/10.1007/s11092-024-09435-8.

Lewin, K. (1946). Action research and minority problems. Journal of Social Issues, 2, 34–46. http://doi.org/10.1111/j.1540-4560.1946.tb02295.x.

Mandinach, E.B.; Gummer, E.S. (2016). What does it mean for teachers to be data literate? Laying out the skills, knowledge, and dispositions. Teaching and Teacher Education, 60, 366–376. http://doi.org/10.1016/j.tate.2016.07.011.

Mandinach, E.B.; Jackson, S. (2012). Transforming Teaching and Learning Through Data-Driven Decision Making; Corwin: Thousand Oaks, United States.

Mills, G.E. (2018). Action Research: A Guide for the Teacher Researcher, 6th ed.; Pearson: Boston, United States.

O’Connor, B.; Park, M. (2023). Exploring the influence of collaborative data-based decision making among teachers in professional learning communities on teaching practice. Disciplinary and Interdisciplinary Science Education Research, 5, 17. https://doi.org/10.1186/s43031-023-00086-1.

Hilel, A.; Ramírez-García, A. (2022). The Relationship between Professional Environmental Factors and Teacher Professional Development in Israeli Schools. Education Sciences, 12, 285. https://doi.org/10.3390/educsci12040285.

Pastore, S. (2026). Teacher data literacy: A scoping review (2020–2024). Education Journal, 13(1). https://doi.org/10.1080/2331186X.2025.2592397.

Classroom action research as a means of improving teacher professionalism and learning quality in the digital age. (accessed on 15 February 2026) Available online: https://www.researchgate.net/publication/398769654_Classroom_Action_Research_as_a_Means_of_Improving_Teacher_Professionalism_and_Learning_Quality_in_the_Digital_Age.

What-is-evidence-based-instruction. (accessed on 15 February 2026) Available online: www.readingrockets.org/classroom/evidence-based-instruction/what-is-evidence-based-instruction/.

Berikkhanova, A.; Sapargaliyeva, B.; Ibraimova, Z.; Sarsenbayeva, L.; Assilbayeva, F.; Baidildinova, D.; Wilson, E. Conceptualising the Integration of Action Research into the Practice of Teacher Education Universities in Kazakhstan. Education Sciences, 13, 1034. https://doi.org/10.3390/educsci13101034.

Sagor, R. (2010). Guiding School Improvement with Action Research, 3rd ed.; ASCD: Alexandria, United States.

Schon, D.A. (1983). The Reflective Practitioner: How Professionals Think in Action; Basic Books: New York, United States.

Levy-Feldman, I. (2025). The Role of Assessment in Improving Education and Promoting Educational Equity. Education Sciences, 15, 224. https://doi.org/10.3390/educsci15020224.

What is Evidence-Based Instruction? (accessed on 15 February 2026) Available online: www.teachhub.com/teaching-strategies/2021/07/what-is-evidence-based-instruction/.

Fostering-continuous-improvement. (accessed on 15 February 2026) Available online: www.thecorecollaborative.com/fostering-continuous-improvement/.

Kaspi, S.; Venkatraman, S. (2023). Data-Driven Decision-Making (DDDM) for Higher Education Assessments: A Case Study. Systems, 11, 306. https://doi.org/10.3390/systems11060306.

Osmanović Zajić, J.; Mamutović, A.; Maksimović, J. (2021). The Role of Action Research in Teachers’ Professional Development. International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE), 9(3), 301–317. https://doi.org/10.23947/2334-8496-2021-9-3-301-317.

Kuchumova, G.; Mukhamejanova, D. (2025). Challenges in Developing Research-Based Teacher Education in Kazakhstan. Education Sciences, 15, 1339. https://doi.org/10.3390/educsci15101339.

Zakaria, Z.; Wahid, N.T.A.; Latif, A.A. (2023). Data literacy competencies for informed classroom assessment practice: Challenges and measures. International Journal of Academic Research in Progressive Education and Development, 12, 2105–2120. https://doi.org/10.6007/IJARPED/v12-i3/19320.

About this article

SUBMITTED: 26 February 2026
ACCEPTED: 14 May 2026
PUBLISHED: 16 May 2026
SUBMITTED to ACCEPTED: 77 days
DOI: https://doi.org/10.53623/apga.v5i2.1078

Cite this article
Consistente, A. F. . (2026). Data-Informed Teaching and Action Research in Improving Evidence-Based Instruction. Acta Pedagogia Asiana, 5(2), 155−174. https://doi.org/10.53623/apga.v5i2.1078
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