The effects of a data use intervention on educators’ satisfaction and data literacy
Open accessAbstract
Schools in many different countries are increasingly expected to use data for school improvement. However, schools struggle with the implementation of data use, because building human capacity around data use in education has not received enough attention. Educators urgently need to develop data literacy skills for being able to use data. For supporting schools with the endeavor of developing data literacy skills, we developed and implemented a data use intervention in secondary schools based in the Netherlands. This study therefore focuses on the effects of this intervention on educator satisfaction with the intervention and their data literacy skills and attitude toward data use. This study uses a quasi-experimental research design and employs a mixed-methods approach with a data use questionnaire filled in by data team schools ( N = 9) and comparison schools ( N = 42), a satisfaction questionnaire filled in by data team participants ( N = 55), pre- and posttest knowledge tests filled in by data team participants ( N = 36), and interview data ( N = 11) from three case study schools. The results show that the participants were, for example, very satisfied with the support received during the intervention. Also, respondents developed new data literacy skills and showed a more positive attitude toward data use. The results show how teachers can be supported systematically in data use in their educational practice. In the conclusions, we discuss some important implications for practice regarding the intensity and duration of support and implications for further research.
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Participation in the data team intervention led to increased data literacy.
“Encouragingly, research results indicated that participation in the intervention led to increased data literacy (Ebbeler et al. 2017; Kippers et al. 2018).”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Ebbeler et al. 2017
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Nelson, A. A. (2021) · UKnowledge (University of Kentucky) · doi:10.13023/etd.2021.052
Ophoff, J. G., & Egger, C. (2022) · Studia paedagogica · doi:10.5817/sp2021-4-2
Data Teams: A Collaborative Approach to Intensifying Intervention Using Student Data
Filderman, M. J., & Gesel, S. A. (2022) · Teaching Exceptional Children · doi:10.1177/00400599221096753
de Andrade, F. M., Ceneviva, R., & Koslinski, M. C. (2022) · Education Policy Analysis Archives · doi:10.14507/epaa.30.7096
Mapping research approaches to data practices in schools
Krein, U., Hartenstein, A., & Schiefner-Rohs, M. (2022) · Frontiers in Education · doi:10.3389/feduc.2022.1023096
Who Communicates Well with Data: Examining Data Literacy among Pre‐service Secondary Teachers
Tsai, T., & Lee, S. (2023) · Proceedings of the Association for Information Science and Technology · doi:10.1002/pra2.975
Data-based decision-making (DBDM) in education
Duz, B. (2023) · doi:10.17760/d20581976
ÖĞRETMEN ADAYLARININ VERİLERE YÖNELİK GÖRÜŞLERİ
Ünlü, M., DİNÇEL, B. K., KILIÇ, H. E., & Aslan, S. (2023) · Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi · doi:10.30783/nevsosbilen.1270115
Rong, R., & Yang, H. (2024) · International Conference on Big Data and Digital Management (ICBDDM) · doi:10.1145/3696500.3696520
Sebestyén, E., & Tóth, E. (2025) · Iskolakultúra · doi:10.14232/iskkult.2025.5-6.19
The Strategic Use of Data in High-Performing Colleges
Pinol, A., Bradley, E. H., Bjork, C., Taylor, W. M., & Quock, M. (2025) · Journal of Higher Education Theory and Practice · doi:10.33423/jhetp.v25i3.7711
Suharsiwi, S., Fauzi, F., Yumna, L., Hanafi, I., Solehudin, R. H., Roshonah, A. F., Choirin, M., & Sari, D. A. (2025) · Salud Ciencia y Tecnología · doi:10.56294/saludcyt20251061
Transforming Teaching Quality With Intelligent Accountability
Hazi, H. M. (2025) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-83708-982-620251006
Focus on Data Analysis and Continuous Improvement
(2025) · Emerald Group Publishing Limited eBooks · doi:10.1108/979-8-88730-867-820251013
Lorenzo, J. G., Pascua, J. C. T., González, Y. M., Martín, A. H., & Rodríguez, C. T. (2025) · Revista EDICIC · doi:10.62758/re.318
Xuan, R. P., Richter, S., Hoya, F., & Ophoff, J. G. (2026) · Zeitschrift für Bildungsforschung · doi:10.1007/s35834-026-00545-5
Zheng, Q., Edney, C., Rizkallah, M., Ringler, T., Khallaghi, S., & von der Embse, N. P. (2026) · Early Childhood Education Journal · doi:10.1007/s10643-026-02330-5
School administrators’ perspectives on data-driven decision-making processes
Altınay, F., Tas, K., Altınay, Z., Dağlı, G., Kanbul, S., & Yıkıcı, B. (2026) · Frontiers in Education · doi:10.3389/feduc.2026.1929590
Vanbecelaere, S., Bach, K. M., Reynvoet, B., & Depaepe, F. (2026) · Learning and Individual Differences · doi:10.1016/j.lindif.2026.103003
- Authors
- Ebbeler, J., Poortman, C. L., Schildkamp, K., & Pieters, J. M.
- Affiliations
- University of Twente (NL)
- Corresponding author
- Poortman, Cindy L.
- Venue
- Educational Assessment, Evaluation and Accountability
- Published
- 2016-11-14
- Volume
- 29
- Issue
- 1
- Pages
- 83-105
- ISSN
- 1874-8597 (ISSN-L)
- 1874-8600
- OpenAlex
- W2551914783
- Cited by
- 77
- References
- 52
- Citations by year
- 2026: 7 · 2025: 9 · 2024: 7 · 2023: 13 · 2022: 13 · 2021: 8 · 2020: 10 · 2019: 3 · 2018: 3 · 2017: 4
- FWCI
- 6.31
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Educational Assessment Evaluation and Accountability (publishedVersion, cc-by)
- University of Twente Research Information (submittedVersion, other-oa)
- Funders
- University of Twente
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Educational Assessment and Improvement
- Social Sciences › Education › Teacher Education and Leadership Studies
- Social Sciences › Education › Educational Research and Methods
- Keywords
- data literacy, school improvement, data teams, secondary schools, teacher support, educational data use
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