Solving student achievement problems with a data use intervention for teachers
Open accessThe claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Using data to improve the quality of education in most cases includes the use of data for three pillars of school improvement: curriculum, assessment, and instruction.
“In a data team study, Poortman and Schildkamp (2016) discovered that using data to improve the quality of education in most cases includes the use of data for three important pillars of school improvement”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Poortman and Schildkamp 2016
Section 6.3 (Implications for practice; page unavailable) identifies curriculum, assessment, and instruction as three school-improvement pillars. It says that subject-focused teams that solved their problems took measures in these areas and suggests that attending to all three improves their chances of success. It does not establish that data use includes all three in most cases. (LLM, conf=0.87)
Experimental — accuracy not yet measuredData-based decision-making can contribute to increased student learning and achievement.
“Research has suggested that data-based decision-making (data use) can contribute to increased student learning and achievement (e.g. Lai et al. 2014; McNaughton, Lai, and Hsaio 2012; Poortman and Schildkamp 2016; Van Geel et al. 2016).”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Poortman and Schildkamp 2016
Several schools were able to solve their problem and improve student achievement through the data team intervention.
“It was reported that several schools were able to solve their problem and improve student achievement (Poortman and Schildkamp 2016).”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Poortman and Schildkamp 2016
When teachers use DBDM effectively, this can lead to improved student learning and achievement.
“When teachers use DBDM effectively, this can lead to improved student learning and achievement”
From Formative assessment: A systematic review of critical teacher prerequisites for classroom practice (2020) · cites this paper as Poortman & Schildkamp, 2016
Much work on teachers' data literacy, including Mandinach and Gummer's, has tended to focus on teachers' data use in relation to teaching, instructional improvement, or student academic performance.
“Secondly, it appears that much work on teachers’ data literacy, including that of Mandinach and Gummer, has tended to focus on teachers’ data use in relation to teaching (e.g., Beck et al., 2020; Datnow et al., 2012) and instructional improvement (e.g., Datnow et al., 2021; Kerr et al., 2006; Wachen et al., 2018) or in relation to student academic performance (e.g., Poortman & Schildkamp, 2016; St”
From Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021 (2024) · cites this paper as Poortman & Schildkamp, 2016
Data-literate teachers tailor classroom instruction based on data insights.
“Specifically, data-literate teachers leverage student assessment data to evaluate learning progress (Abrams et al., 2016; Jimerson, 2014; Jimerson & Wayman, 2015; Jimerson et al., 2016; Snodgrass Rangel et al., 2016), to tailor classroom instruction based on data insights (Mokhtari et al., 2009; Poortman & Schildkamp, 2016; Staman et al., 2017; van der Scheer & Visscher, 2018), and to ensure”
From Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021 (2024) · cites this paper as Poortman & Schildkamp, 2016
Data-literate teachers recognize the usefulness of data in informing school improvement and enhancing student performance.
“Data-literate teachers would recognize the usefulness of data in informing school improvement and enhancing student performance (Howley et al., 2013; Poortman & Schildkamp, 2016; Prenger & Schildkamp, 2018).”
From Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021 (2024) · cites this paper as Poortman & Schildkamp, 2016
The outcomes of the sense-making process can lead to different types of improvement actions, including curriculum changes, changes in instruction, and changes to assessment practices such as more formative assessments.
“The outcomes of the sense-making process described above can lead to di ff erent types of improvement actions (see Figure 1). For example, it may lead to curriculum changes and to changes in instruction. It may also lead to changes to the assessment practices in a school, such as the implementation of more formative assessments instead of overreliance on summative assessment”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Poortman and Schildkamp 2016
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
What Makes Professional Development Effective? Results From a National Sample of Teachers
Garet, M. S., Porter, A. C., Desimone, L., Birman, B. F., & Yoon, K. S. (2001) · American Educational Research Journal · doi:10.3102/00028312038004915 · Cited by 5,047 · see citing works
Desimone, L. M. (2009) · Educational Researcher · doi:10.3102/0013189x08331140 · Cited by 4,862 · see citing works
Professional Development and Teacher Learning: Mapping the Terrain
Borko, H. (2004) · Educational Researcher · doi:10.3102/0013189x033008003 · Cited by 4,208 · see citing works
Gill, J. (2005) · Encyclopedia of Social Measurement · doi:10.1016/b0-12-369398-5/00166-3 · Cited by 3,126 · see citing works
Professional Learning Communities: A Review of the Literature
Stoll, L., Bolam, R., McMahon, A., Wallace, M., & Thomas, S. (2006) · Journal of Educational Change · doi:10.1007/s10833-006-0001-8 · Cited by 2,570 · see citing works
Vescio, V. A., Ross, D. D., & Adams, A. (2007) · Teaching and Teacher Education · doi:10.1016/j.tate.2007.01.004 · Cited by 2,459 · see citing works
Evaluating professional development
Guskey, T. R. (1999) · CERN Document Server (European Organization for Nuclear Research) · Cited by 2,394 · see citing works
The flat world and education: how America's commitment to equity will determine our future
(2010) · Choice Reviews Online · doi:10.5860/choice.47-6991 · Cited by 1,829 · see citing works
Darling‐Hammond, L., Wei, R. C., Andree, A., Richardson, N., & Orphanos, S. (2009) · Cited by 1,748 · see citing works
Staff development and the process of teacher change
GUSKEY, T. R. (1986) · Educational Researcher · doi:10.3102/0013189x015005005 · Cited by 1,493 · see citing works
Reviewing the evidence on how teacher professional development affects student achievement
Yoon, K. S., Duncan, T., Lee, S. W., Scarloss, B. A., & Shapley, K. L. (2007) · Cited by 1,274 · see citing works
Trends and Issues in Instructional Design and Technology
Reiser, R. A., Carr‐Chellman, A. A., & Dempsey, J. V. (2024) · Routledge eBooks · doi:10.4324/9781003502302 · Cited by 645 · see citing works
Gelman, A., Carlin, J. B., Stern, H. S., & Rubin, D. B. (1995) · Chapman & Hall/CRC eBooks · doi:10.1201/9780429258411-25 · Cited by 553 · see citing works
How Methodological Features Affect Effect Sizes in Education
Cheung, A. C. K., & Slavin, R. E. (2016) · Educational Researcher · doi:10.3102/0013189x16656615 · Cited by 529 · see citing works
A Systemic View of Implementing Data Literacy in Educator Preparation
Mandinach, E. B., & Gummer, E. S. (2013) · Educational Researcher · doi:10.3102/0013189x12459803 · Cited by 492 · see citing works
Trends and issues in instructional design and technology
Anglin, G. J., & Ley, K. (2002) · Educational Technology Research and Development · doi:10.1007/bf02504986 · Cited by 475 · see citing works
Data-informed curriculum reform: Which data, what purposes, and promoting and hindering factors
Schildkamp, K., & Kuiper, W. (2010) · Teaching and Teacher Education · doi:10.1016/j.tate.2009.06.007 · Cited by 406 · see citing works
Self-citationResearch on Data Use: A Framework and Analysis
Coburn, C. E., & Turner, E. O. (2011) · Measurement: Interdisciplinary Research and Perspectives · doi:10.1080/15366367.2011.626729 · Cited by 365 · see citing works
Kirkpatrick, D. L. (1996) · Cited by 353 · see citing works
Interventions Promoting Educators’ Use of Data: Research Insights and Gaps
Marsh, J. A. (2012) · Teachers College Record: The Voice of Scholarship in Education · doi:10.1177/016146811211401106 · Cited by 328 · see citing works
Carlson, D., Borman, G. D., & Robinson, M. (2011) · Educational Evaluation and Policy Analysis · doi:10.3102/0162373711412765 · Cited by 249 · see citing works
Creating a system for data-driven decision-making: applying the principal-agent framework
Wohlstetter, P., Datnow, A., & Park, V. (2008) · School Effectiveness and School Improvement · doi:10.1080/09243450802246376 · Cited by 248 · see citing works
Ikemoto, G. S., & Marsh, J. A. (2007) · Yearbook of the National Society for the Study of Education · doi:10.1111/j.1744-7984.2007.00099.x · Cited by 244 · see citing works
Marsh, J. A., & Farrell, C. C. (2015) · Educational Management Administration & Leadership · doi:10.1177/1741143214537229 · Cited by 233 · see citing works
Designing Instructional Systems: Decision Making in Course Planning and Curriculum Design
Romiszowski, A. J. (1984) · Bibliothèque et Archives nationales du Québec (Québec government) · Cited by 216 · see citing works
van Geel, M. J. M., Keuning, T., Visscher, A. J., & Fox, J. (2016) · American Educational Research Journal · doi:10.3102/0002831216637346 · Cited by 200 · see citing works
Factors Influencing the Functioning of Data Teams
Schildkamp, K., & Poortman, C. (2015) · Teachers College Record: The Voice of Scholarship in Education · doi:10.1177/016146811511700403 · Cited by 185 · see citing works
Self-citationCollaboration and contrived collegiality: Revisiting Hargreaves in the age of accountability
Datnow, A. (2011) · Journal of Educational Change · doi:10.1007/s10833-011-9154-1 · Cited by 175 · see citing works
Kąkolewicz, M. (2003) · Repozytorium Uniwersytetu im. Adama Mickiewicza (Adam Mickiewicz University in Poznań) · Cited by 172 · see citing works
(2008) · Cited by 167 · see citing works
Data-based Decision Making: An Overview
Lai, M. K., & Schildkamp, K. (2013) · Data-based Decision Making in Education · doi:10.1007/978-94-007-4816-3_2 · Cited by 167 · see citing works
Self-citationDesigning instructional systems — Decision-making in course planning and curriculum design
Lewin, K. (1982) · International Journal of Educational Development · doi:10.1016/0738-0593(82)90014-1 · Cited by 158 · see citing works
Affordances and constraints in the context of teacher collaboration for the purpose of data use
Datnow, A., Park, V., & Kennedy‐Lewis, B. (2013) · Journal of Educational Administration · doi:10.1108/09578231311311500 · Cited by 148 · see citing works
What makes teacher professional development effective?: A literature review
van Veen, K., Zwart, R. C., Meirink, J. A., & Kooy, M. (2012) · University of Groningen research database (University of Groningen / Centre for Information Technology) · Cited by 144 · see citing works
Using data to support educational improvement
Campbell, C., & Levin, B. (2008) · Educational Assessment Evaluation and Accountability · doi:10.1007/s11092-008-9063-x · Cited by 135 · see citing works
Interdisciplinary Teacher Teams: Context, Design, and Process
Crow, G. M., & Pounder, D. G. (2000) · Educational Administration Quarterly · doi:10.1177/0013161x00362004 · Cited by 133 · see citing works
Separate and Not Equal: The Implementation of Structured English Immersion in Arizona's Classrooms
Lillie, K. E., Markos, A., Arias, M. B., & Wiley, T. G. (2012) · Teachers College Record The Voice of Scholarship in Education · doi:10.1177/016146811211400906 · Cited by 123 · see citing works
Organizational considerations in establishing the Data-Informed District
Wayman, J. C., Jimerson, J. B., & Cho, V. (2012) · School Effectiveness and School Improvement · doi:10.1080/09243453.2011.652124 · Cited by 122 · see citing works
Cutting through the “Data-Driven” Mantra: Different Conceptions of Data-Driven Decision Making
Ikemoto, G. S., & Marsh, J. A. (2007) · Teachers College Record The Voice of Scholarship in Education · doi:10.1177/016146810710901310 · Cited by 116 · see citing works
Effects of metacognitive strategy instruction and instruction time on reading comprehension
Houtveen, T. A. M., & van de Grift, W. J. C. M. (2007) · School Effectiveness and School Improvement · doi:10.1080/09243450601058717 · Cited by 99 · see citing works
Jimerson, J. B. (2014) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2013.10.010 · Cited by 97 · see citing works
Van Veen, K., & Kooy, M. (2012) · Routledge eBooks · doi:10.4324/9780203805879 · Cited by 80 · see citing works
McNaughton, S., Lai, M. K., & Hsiao, S. (2012) · School Effectiveness and School Improvement · doi:10.1080/09243453.2011.652126 · Cited by 77 · see citing works
The Age of Our Accountability.
Guskey, T. R. (1998) · Cited by 74 · see citing works
Sustaining continued acceleration in reading comprehension achievement following an intervention
Lai, M. K., McNaughton, S., Timperley, H. S., & Hsiao, S. (2009) · Educational Assessment Evaluation and Accountability · doi:10.1007/s11092-009-9071-5 · Cited by 64 · see citing works
Effective School Improvement in Mathematics
Houtveen, A. A. M., van de Grift, W., & Creemers, B. (2004) · School Effectiveness and School Improvement · doi:10.1080/09243450512331383242 · Cited by 58 · see citing works
Effects of a data use intervention on educators’ use of knowledge and skills
Ebbeler, J., Poortman, C. L., Schildkamp, K., & Pieters, J. M. (2016) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2015.11.002 · Cited by 53 · see citing works
Self-citationImplications of Research for Staff Development Programs
Griffin, G. A. (1983) · The Elementary School Journal · doi:10.1086/461324 · Cited by 42 · see citing works
Data-Driven Decision Making: Components of the Enculturation of Data Use in Education
Mandinach, E. B., & Gummer, E. S. (2015) · Teachers College Record The Voice of Scholarship in Education · doi:10.1177/016146811511700402 · Cited by 40 · see citing works
van Kuijk, M. F., Deunk, M., Bosker, R., & Ritzema, E. S. (2015) · School Effectiveness and School Improvement · doi:10.1080/09243453.2015.1026268 · Cited by 38 · see citing works
Student group differences in examination results and utilization for policy and school development
Schildkamp, K., Rekers-Mombarg, L. T. M., & Harms, T. J. (2012) · School Effectiveness and School Improvement · doi:10.1080/09243453.2011.652123 · Cited by 35 · see citing works
Self-citationImproving reading achievements of struggling learners
Houtveen, T. A. M., & van de Grift, W. J. C. M. (2011) · School Effectiveness and School Improvement · doi:10.1080/09243453.2011.600534 · Cited by 34 · see citing works
De eenvoud en complexiteit van Opbrengstgericht Werken
Visscher, A. J., & Ehren, M. (2011) · University of Twente Research Information · Cited by 21 · see citing works
Flagged first, then by citations
1 of the 54 references couldn’t be matched to a known paper.
Research works printed but not linked: 4
- Jimerson, J. B., & Wayman, J. C. (2012). Branding educational data use through professional learning: Findings from a study in three districts. In Paper pre- sented at the American Educational Research Association conference, Vancouver, Canada.
- Mandinach, E., Honey, M., Light, D., & Brunner, C. (2008). A conceptual framework for data-driven decision-making. In E. Mandinach, & M. Honey (Eds.), Data- driven school improvement: Linking data and learning (pp. 13e31). New York, NY: Teachers College Press.
- Schildkamp, K., & Ehren, M. (2013). The Netherlands: From "intuition"-to "data"- driven decision making in Dutch secondary schools? In K. Schildkamp, M. K. Lai, & L. Earl (Eds.), Data-based decision making in education: Challenges and op- portunities (pp. 49e68). Dordrecht: Springer.
- Wayman, J. C., Midgley, S., & Stringfield, S. (2006). Leadership for data-based de- cision making: Collaborative data teams. In A. Danzig, K. Borman, B. Jones, & B. Wright (Eds.), New models of professional development for learner centered leadership (pp. 189e206). Mahwah, NJ: Erlbaum.
Cited by
Sorted by citations
Mandinach, E. B., & Gummer, E. S. (2016) · Teaching and Teacher Education · doi:10.1016/j.tate.2016.07.011 · Cited by 363 · see citing works
Data-based decision-making for school improvement: Research insights and gaps
Schildkamp, K. (2019) · Educational Research · doi:10.1080/00131881.2019.1625716 · Cited by 347 · see citing works
Self-citationFormative assessment: A systematic review of critical teacher prerequisites for classroom practice
Schildkamp, K., van der Kleij, F. M., Heitink, M. C., Kippers, W. B., & Veldkamp, B. P. (2020) · International Journal of Educational Research · doi:10.1016/j.ijer.2020.101602 · Cited by 330 · see citing works
Self-citationMisconceptions about data-based decision making in education: An exploration of the literature
Mandinach, E. B., & Schildkamp, K. (2021) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2020.100842 · Cited by 209 · see citing works
Self-citationCombining the best of two worlds: a conceptual proposal for evidence-informed school improvement
Brown, C., Schildkamp, K., & Hubers, M. D. (2017) · Educational Research · doi:10.1080/00131881.2017.1304327 · Cited by 127 · see citing works
Self-citationSchildkamp, K., Poortman, C. L., Ebbeler, J., & Pieters, J. M. (2019) · Journal of Educational Change · doi:10.1007/s10833-019-09345-3 · Cited by 132 · see citing works
Self-citationTeachers learning how to use data: A synthesis of the issues and what is known
Mandinach, E. B., & Jimerson, J. B. (2016) · Teaching and Teacher Education · doi:10.1016/j.tate.2016.07.009 · Cited by 96 · see citing works
Professional learning networks: a conceptual model and research opportunities
Poortman, C. L., Brown, C., & Schildkamp, K. (2021) · Educational Research · doi:10.1080/00131881.2021.1985398 · Cited by 74 · see citing works
Self-citationReeves, T. D., & Chiang, J. (2019) · Computers & Education · doi:10.1016/j.compedu.2019.03.004 · Cited by 45 · see citing works
When Data Teams Struggle: Learning from Less Successful Data Use Efforts
Schildkamp, K., & Datnow, A. (2020) · Leadership and Policy in Schools · doi:10.1080/15700763.2020.1734630 · Cited by 47 · see citing works
Self-citationThe quest for sustained data use: Developing organizational routines
Hubers, M. D., Schildkamp, K., Poortman, C. L., & Pieters, J. M. (2017) · Teaching and Teacher Education · doi:10.1016/j.tate.2017.07.007 · Cited by 41 · see citing works
Self-citationCritical data-driven decision making: A conceptual model of data use for equity
Dodman, S. L., Swalwell, K. M., DeMulder, E. K., View, J. L., & Stribling, S. M. (2021) · Teaching and Teacher Education · doi:10.1016/j.tate.2020.103272 · Cited by 41 · see citing works
Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021
Lee, J., Alonzo, D., Beswick, K., Abril, J. M. V., Chew, A. W., & Oo, C. Z. (2024) · Educational Assessment, Evaluation and Accountability · doi:10.1007/s11092-024-09435-8 · Cited by 40 · see citing works
Michos, K., Schmitz, M.-L., & Petko, D. (2023) · Education and Information Technologies · doi:10.1007/s10639-023-11772-y · Cited by 39 · see citing works
O’Brien, S., McNamara, G., O’Hara, J., & Brown, M. (2020) · Professional Development in Education · doi:10.1080/19415257.2020.1720778 · Cited by 33 · see citing works
Student Feedback on Teaching in Schools
Rollett, W., Bijlsma, H. J. E., & Röhl, S. (2021) · Springer eBooks · doi:10.1007/978-3-030-75150-0 · Cited by 35 · see citing works
Building Pre-service Teacher Capacity to Use External Assessment Data: An Intervention Study
Reeves, T. D., & Chiang, J. (2017) · The Teacher Educator · doi:10.1080/08878730.2016.1273420 · Cited by 33 · see citing works
Ansyari, M. F., Groot, W., & De Witte, K. (2020) · Educational Research Review · doi:10.1016/j.edurev.2020.100362 · Cited by 26 · see citing works
Data-driven decision-making in emergency remote teaching
Botvin, M., Hershkovitz, A., & Forkosh‐Baruch, A. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-11176-4 · Cited by 25 · see citing works
van den Boom-Muilenburg, S. N., Poortman, C. L., Daly, A. J., Schildkamp, K., de Vries, S., Rodway, J., & van Veen, K. (2021) · Teaching and Teacher Education · doi:10.1016/j.tate.2021.103577 · Cited by 24 · see citing works
Self-citationImplementation of a collaborative data use model in a United States context
Jimerson, J. B., Garry, V., Poortman, C. L., & Schildkamp, K. (2021) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2020.100866 · Cited by 21 · see citing works
Self-citationSchildkamp, K., Poortman, C. L., & Sahlberg, P. (2019) · Journal of Professional Capital and Community · doi:10.1108/jpcc-07-2019-037 · Cited by 18 · see citing works
Self-citationSustaining data use professional learning communities in schools: The role of leadership practices
van den Boom-Muilenburg, S. N., Poortman, C. L., Schildkamp, K., de Vries, S., & van Veen, K. (2023) · Studies In Educational Evaluation · doi:10.1016/j.stueduc.2023.101273 · Cited by 34 · see citing works
Self-citationDoes Teacher Data Use Lead to Improved Student Achievement? A Review of the Empirical Evidence
Grabarek, J., & Kallemeyn, L. M. (2020) · Teachers College Record The Voice of Scholarship in Education · doi:10.1177/016146812012201201 · Cited by 17 · see citing works
Poortman, C. L., Schildkamp, K., & Lai, M. K. (2016) · Teaching and Teacher Education · doi:10.1016/j.tate.2016.07.029 · Cited by 16 · see citing works
Self-citationDeveloping indicators to support the implementation of education policies
Gouëdard, P. (2021) · OECD education working papers · doi:10.1787/b9f04dd0-en · Cited by 15 · see citing works
Röhl, S., Bijlsma, H. J. E., & Rollett, W. (2021) · Springer eBooks · doi:10.1007/978-3-030-75150-0_1 · Cited by 15 · see citing works
A systematic review and meta-analysis of data use professional development interventions
Ansyari, M. F., Groot, W. N. J., & Witte, K. D. (2022) · Journal of Professional Capital and Community · doi:10.1108/jpcc-09-2021-0055 · Cited by 12 · see citing works
Decabooter, I., Warmoes, A., Consuegra, E., Gasse, R. V., & Struyven, K. (2024) · Teaching and Teacher Education · doi:10.1016/j.tate.2024.104641 · Cited by 12 · see citing works
Lee, C., Camburn, E. M., & Sebastian, J. L. (2024) · School Effectiveness and School Improvement · doi:10.1080/09243453.2024.2436889 · Cited by 12 · see citing works
van den Boom-Muilenburg, S. N., de Vries, S., van Veen, K., Poortman, C. L., & Schildkamp, K. (2021) · International Journal of Leadership in Education · doi:10.1080/13603124.2021.1937705 · Cited by 12 · see citing works
Self-citationStudent Feedback on Teaching in Schools: Current State of Research and Future Perspectives
Rollett, W., Bijlsma, H. J. E., & Röhl, S. (2021) · Springer eBooks · doi:10.1007/978-3-030-75150-0_16 · Cited by 12 · see citing works
Data-Driven School Improvement and Data-Literacy in K-12: Findings from a Swedish National Program
Hegestedt, R., Nouri, J., Rundquist, R., & Fors, U. (2023) · International Journal of Emerging Technologies in Learning (iJET) · doi:10.3991/ijet.v18i15.37241 · Cited by 11 · see citing works
Andersen, I. G. (2020) · International Journal of Educational Research · doi:10.1016/j.ijer.2020.101585 · Cited by 10 · see citing works
Towards data-informed teaching practice:
Saar, M., Rodríguez‐Triana, M. J., & Prieto, L. P. (2022) · Journal of Learning Analytics · doi:10.18608/jla.2022.7505 · Cited by 10 · see citing works
Multi-Layer Perception model with Elastic Grey Wolf Optimization to predict student achievement
Song, Y., Meng, X., & Jiang, J. (2022) · PLoS ONE · doi:10.1371/journal.pone.0276943 · Cited by 10 · see citing works
Advancing Equity Through Instructional Leadership Teams: A Theoretical Model
Berg, J. H., & Parad, B. D. (2024) · Urban Education · doi:10.1177/00420859241244757 · Cited by 10 · see citing works
Data use within an education-centered cross-sector collaboration
Hackmann, D. G., Malin, J. R., & Ahn, J. (2019) · Journal of Educational Administration · doi:10.1108/jea-08-2018-0150 · Cited by 10 · see citing works
Silva, L., Schildkamp, K., Visscher, A. J., & Bosker, R. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1546448 · Cited by 17 · see citing works
Self-citationPrimary School Teacher Perspectives on Effective Dashboard Use in the Classroom
Kessel, M. V., Molenaar, I., Campen, C. A. N. K., de Jonge, M., & Saab, N. (2025) · Journal of Learning Analytics · doi:10.18608/jla.2025.8493 · Cited by 8 · see citing works
Data Bias Recognition in Museum Settings: Framework Development and Contributing Factors
Lima, S. Q., Buraglia, G., Kam-Kwai, W., & Roberts, J. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714092 · Cited by 8 · see citing works
Teacher leadership in school self-evaluation: an approach to professional development
O’Brien, S., McNamara, G., O’Hara, J., Brown, M., & Skerritt, C. (2022) · Irish Educational Studies · doi:10.1080/03323315.2022.2135568 · Cited by 8 · see citing works
Equipping Preservice Elementary Teachers for Data Use in the Classroom
Reeves, T. D. (2017) · Action in Teacher Education · doi:10.1080/01626620.2017.1336131 · Cited by 8 · see citing works
Instructionally Embedded Assessment: Theory of Action for an Innovative System
Clark, A. K., & Karvonen, M. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.724938 · Cited by 8 · see citing works
Distinguishing aspects of sustainability
Tappel, A. P. M., Poortman, C. L., Schildkamp, K., & Visscher, A. J. (2022) · Journal of Educational Change · doi:10.1007/s10833-022-09465-3 · Cited by 7 · see citing works
Self-citationThe stimulation of school improvement processes: the orientation of development perspectives
Grützmacher, L., Holzer, J., Lüftenegger, M., Schober, B., & Prenzel, M. (2023) · School Effectiveness and School Improvement · doi:10.1080/09243453.2023.2246950 · Cited by 7 · see citing works
Data Literacy Competencies for Informed Classroom Assessment Practice: Challenges and Measures
Zakaria, Z., Wahid, N. T. A., & Latif, A. B. A. (2023) · International Journal of Academic Research in Progressive Education and Development · doi:10.6007/ijarped/v12-i3/19320 · Cited by 7 · see citing works
Data Leadership for K-12 Schools in a Time of Accountability
Schildkamp, K., Poortman, C. L., Mense, E. G., & Crain-Dorough, M. (2017) · Advances in early childhood and K-12 education · doi:10.4018/978-1-5225-3188-3 · Cited by 8 · see citing works
Self-citationLeadership to Support and Sustain Data Use in Data Teams
Schildkamp, K., & Poortman, C. L. (2017) · Advances in early childhood and K-12 education · doi:10.4018/978-1-5225-3188-3.ch006 · Cited by 6 · see citing works
Self-citationCachia, R., Pokropek, A., & Giannoutsou, N. (2023) · Computers & Education · doi:10.1016/j.compedu.2023.104938 · Cited by 6 · see citing works
de Jager, S. (2023) · Perspectives in Education · doi:10.38140/pie.v41i1.6140 · Cited by 5 · see citing works
Melnikova, J., Batuchina, A., Ahrens, A., & Zaščerinska, J. (2023) · Environment Technology Resources Proceedings of the International Scientific and Practical Conference · doi:10.17770/etr2023vol2.7287 · Cited by 5 · see citing works
Schildkamp, K., Fosnæs, A. R., Lindvig, Y., & Wærness, J. I. (2024) · Journal of Professional Capital and Community · doi:10.1108/jpcc-06-2024-0100 · Cited by 4 · see citing works
Self-citationExamining the theoretical positionings of data use interventions: A scoping review
Lai, M. K., Fjørtoft, H., & Li, M. (2023) · Teaching and Teacher Education · doi:10.1016/j.tate.2023.104138 · Cited by 4 · see citing works
Making Sense of Data-Informed Decision Making in Educational Contexts
Fernandes, V. (2020) · IGI Global eBooks · doi:10.4018/978-1-7998-3476-2.ch033 · Cited by 4 · see citing works
Risk Grubu Öğrenciler İçin Gönderme Öncesi Süreçte Veriye Dayalı Karar Verme
ALTUN, N., & Karasu, N. (2021) · Türk Eğitim Bilimleri Dergisi · doi:10.37217/tebd.906636 · Cited by 4 · see citing works
Fernandes, V. (2022) · Studia paedagogica · doi:10.5817/sp2021-4-7 · Cited by 4 · see citing works
Wullschleger, A., Rickenbacher, A., Rechsteiner, B., Grob, U., & Merki, K. M. (2022) · Research in Education · doi:10.1177/00345237221090540 · Cited by 4 · see citing works
Data use in Kenyan secondary schools
Omoso, E., Schildkamp, K., & Pieters, J. (2019) · Journal of Professional Capital and Community · doi:10.1108/jpcc-11-2018-0027 · Cited by 3 · see citing works
Self-citationJuhkam, M., Soodla, P., & Aro, M. T. (2022) · Dyslexia · doi:10.1002/dys.1725 · Cited by 3 · see citing works
(2020) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-83867-719-020201012 · Cited by 3 · see citing works
Spiele, S., Janssen, J. J. H. M., Schildkamp, K., & Poortman, C. L. (2025) · Studies In Educational Evaluation · doi:10.1016/j.stueduc.2025.101528 · Cited by 2 · see citing works
Self-citationSahito, Z., Özer, Ö., Abro, G. A., & Junejo, K. A. (2024) · Frontiers in Education · doi:10.3389/feduc.2024.1430318 · Cited by 4 · see citing works
A project-based continuous instructional model and its application based on LCA
Gong, X., Wan, Y., Yu, W., Li, L., Tong, H., & Chang, X. (2025) · The International Journal of Management Education · doi:10.1016/j.ijme.2025.101213 · Cited by 1 · see citing works
Zwei Studien, ein Ergebnis: Lehramtsstudierende unterliegen im Umgang mit Evidenz dem Ankereffekt
Bohrer, K., Schmidt, K. A., & Merk, S. (2025) · Zeitschrift für Erziehungswissenschaft · doi:10.1007/s11618-025-01309-z · Cited by 1 · see citing works
Rethinking success: embedding values in the practice of school self-evaluation
O’Brien, S., & O’Hara, J. (2026) · Frontiers in Education · doi:10.3389/feduc.2026.1810110 · Cited by 1 · see citing works
iPIPS Research Evidence: Case Studies to Promote Data Use
Koslinski, M. C., & Bartholo, T. L. (2023) · International perspectives on early childhood education and development · doi:10.1007/978-3-031-28589-9_16 · Cited by 1 · see citing works
Datos balstīta lēmumu pieņemšana attīstības risinājumiem izglītībā
Universitāte, L., & Burgmanis, Ģ. (2023) · LU Akadēmiskais apgāds eBooks · doi:10.22364/dzs.23.01 · Cited by 1 · see citing works
Developing Engagement with Data
Maxwell, G. S. (2021) · The enabling power of assessment · doi:10.1007/978-3-030-63539-8_10 · Cited by 1 · see citing works
OECD (2023) · Education policy pointers · doi:10.1787/85250f4c-en · Cited by 7 · see citing works
Schildkamp, K. (2018) · Springer eBooks · doi:10.1007/978-981-10-9053-0_10
Self-citation(2022) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-78769-721-820221008
de Andrade, F. M., Ceneviva, R., & Koslinski, M. C. (2022) · Education Policy Analysis Archives · doi:10.14507/epaa.30.7096
Data Interpretation by School Leaders: Attributions of Performance Disparities
Settlage, J. (2019) · American Educational Research Association Annual Meeting (AERA) · doi:10.3102/1429873
Use of Data Within the Context of a Cross-Sector Career Academy Initiative
Hackmann, D. G. (2019) · American Educational Research Association Annual Meeting (AERA) · doi:10.3102/1436912
La investigación educativa como elemento clave en el desarrollo de la competencia emprendedora
Galindo‐Domínguez, H., Esteban, J. M. V., & Trabada, A. V. (2022) · Aula Abierta · doi:10.17811/rifie.51.1.2022.17-26
Data-based decision-making (DBDM) in education
Duz, B. (2023) · doi:10.17760/d20581976
Namsone, D., Pestovs, P., Burgmanis, Ģ., & Katkeviča, L. (2024) · SOCIETY INTEGRATION EDUCATION Proceedings of the International Scientific Conference · doi:10.17770/sie2024vol1.7880
Tensions in data use for mission: academic data within holistic education
Jones, M. F., & Dallavis, J. W. (2024) · Journal of Educational Administration · doi:10.1108/jea-11-2023-0265
Hock, M. L., Moon, T. R., & Meyers, C. V. (2024) · Journal of Teacher Education · doi:10.1177/00224871241286798
Pettet, T. H. (2021) · doi:10.12794/metadc1833563 · Cited by 1 · see citing works
University teachers data literacy for pedagogical decision making
Batuchina, A., & Melnikova, J. (2024) · Community Notebook People Education and Welfare in the Society 5 0 · doi:10.61007/qdc.2023.3.149
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
Exploring the Analytics Readiness Among Students in Kumasi Technical University, Ghana
Amos, E., Essel, H. B., Fobiri, G. K., Boakye, A. A., & Ampadu, Y. B. (2025) · SAGE Open · doi:10.1177/21582440251368938
Les rétroactions (feedback1) automatisées de TeachFX au service de la supervision pédagogique
Bouchamma, Y., Boulaamane, K., & Trudel, S. (2025) · Enjeux et société · doi:10.7202/1122021ar
Data-Driven Decision Making in Kenyan Secondary Schools: Enablers and Barriers
Omoso, E., & Nakitare, J. (2026) · Journal of School Leadership · doi:10.1177/10526846261429303
Rasheed, Q. U. A. (2026) · Leadership and Policy in Schools · doi:10.1080/15700763.2026.2640592 · Cited by 3 · see citing works
Data-Informed Educational Research and Evidence-Based Decision Making in Modern Education Systems
Sharma, S. (2026) · IGI Global eBooks · doi:10.4018/979-8-2600-2606-9.ch012
Meyers, C. V., & Uzzell, E. M. (2026) · Journal of Educational Change · doi:10.1007/s10833-026-09558-3 · Cited by 1 · see citing works
Teacher Data Literacy and Data-Driven Mathematics Instruction in Primary Education
Vehachart, R., Abdulwahab, B., & Berngacha, S. (2026) · Jurnal Genesis Indonesia · doi:10.56741/iistr.jgi.002306
Partnerships for Inclusive Practices in Data-Use Teacher Communities
Gustavsen, A. M., Jenssen, M. M. F., & Forfang, H. (2026) · Education Sciences · doi:10.3390/educsci16101692
- Authors
- Poortman, C. L., & Schildkamp, K.
- Affiliations
- University of Twente (NL)
- Corresponding author
- Poortman, Cindy L.
- Venue
- Teaching and Teacher Education
- Publisher
- Elsevier BV
- Published
- 2016-11
- Volume
- 60
- Pages
- 425-433
- ISSN
- 0742-051X (ISSN-L)
- OpenAlex
- W2484439617
- Cited by
- 95
- References
- 54
- Citations by year
- 2026: 7 · 2025: 9 · 2024: 10 · 2023: 13 · 2022: 13 · 2021: 12 · 2020: 11 · 2019: 9 · 2018: 2 · 2017: 6 · 2016: 3
- FWCI
- 12.62
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Teaching and Teacher Education (publishedVersion)
- University of Twente Research Information (publishedVersion, other-oa)
- University of Twente Research Information (submittedVersion, other-oa)
- Funders
- Stiching Carmelcollege
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Educational Assessment and Improvement
- Social Sciences › Education › Teacher Education and Leadership Studies
- Social Sciences › Education › School Leadership and Teacher Performance
- Keywords
- data utilization, data-driven instruction, academic performance, school improvement, teacher professional development, school leadership, intervention effectiveness, teacher teams, educational data
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review