The DOI matches its Crossref record; 42 of the 42 references it cites were found in a registry or an index.
Teachers’ decision-making: Data based or intuition driven?
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In the citing paper
“After data have been collected, the users must engage in a sense-making process (Weick 1995; Vanlommel et al. 2017) (see Figure 1).”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Vanlommel et al. 2017
In the citing paper
“At this stage, the data users have to engage in a sense-making process, because the implications regarding solutions to the problems and consequent actions based on the analysis of the data are often not self-evident (Mandinach et al. 2008; Marsh 2012; Vanlommel et al. 2017).”
From Data-based decision-making for school improvement: Research insights and gaps (2019) · cites this paper as Vanlommel et al. 2017
In the citing paper
“Additionally, a qualitative study of primary school teachers in Belgium found that teachers reported using intuition rather than data to determine whether or not to retain students [28]”
From Using Evidence-Based Practice and Data-Based Decision Making in Inclusive Education (2021) · cites this paper as [28]
Citations
Cites
Cohen, L., Manion, L., & Morrison, K. (2007) · Routledge eBooks · doi:10.4324/9780203029053 · Cited by 23,898
Qualitative Data Analysis: A Methods Sourcebook
Miles, M. B., Huberman, A. M., & Saldaña, J. (1988) · Cited by 20,701
(2008) · Springer eBooks · doi:10.1007/978-0-387-77282-0_6 · Cited by 17,411
Determining Validity in Qualitative Inquiry
Creswell, J. W., & Miller, D. L. (2000) · Theory Into Practice · doi:10.1207/s15430421tip3903_2 · Cited by 9,184
A perspective on judgment and choice: mapping bounded rationality.
Kahneman, D. (2003) · American Psychologist · doi:10.1037/0003-066x.58.9.697 · Cited by 5,540
Dual-Processing Accounts of Reasoning, Judgment, and Social Cognition
Evans, J. S. B. T. (2008) · Annual Review of Psychology · doi:10.1146/annurev.psych.59.103006.093629 · Cited by 5,137
Evaluation: A Systematic Approach
Rossi, P. H., Lipsey, M. W., & Freeman, H. E. (1979) · Cited by 2,943
Conditions for intuitive expertise: A failure to disagree.
Kahneman, D., & Klein, G. (2009) · American Psychologist · doi:10.1037/a0016755 · Cited by 2,443
Klein, G. A. (2008) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1518/001872008x288385 · Cited by 2,434
The Cambridge handbook of thinking and reasoning
Holyoak, K. J., & Morrison, B. (2005) · Cited by 2,133
Evaluation: A Systematic Approach
Wallace, D. P. (2005) · Library & Information Science Research · doi:10.1016/j.lisr.2004.09.009 · Cited by 1,928
Exploring Intuition and its Role in Managerial Decision Making
Dane, E., & Pratt, M. G. (2007) · Academy of Management Review · doi:10.5465/amr.2007.23463682 · Cited by 1,620
Implementing Change: Patterns, Principles, and Potholes
Hall, G. E., Hord, S. M., Joyce, B. R., & Anderson, S. (2000) · Cited by 1,547
van Aalst, J., Mu, J., Damşa, C. I., & Msonde, S. E. (2021) · Routledge eBooks · doi:10.4324/9781315697239-20 · Cited by 1,363
Making Management Decisions: the Role of Intuition and Emotion
Simon, H. A. (1987) · Academy of Management Perspectives · doi:10.5465/ame.1987.4275905 · Cited by 1,181
Clinical Judgment: How Expert Nurses Use Intuition
Benner, P., & Tanner, C. (1987) · The American Journal of Nursing · doi:10.2307/3470396 · Cited by 803
(2014) · Cited by 762
Human judgment and social policy: irreducible uncertainty, inevitable error, unavoidable injustice
(1997) · Choice Reviews Online · doi:10.5860/choice.34-4545 · Cited by 716
Rational actors or rational fools: implications of the affect heuristic for behavioral economics
Slovic, P., Finucane, M. L., Peters, E. M., & MacGregor, D. G. (2002) · The Journal of Socio-Economics · doi:10.1016/s1053-5357(02)00174-9 · Cited by 613
Intuition: its powers and perils
(2003) · Choice Reviews Online · doi:10.5860/choice.40-3090 · Cited by 377
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
Demystifying Intuition: What It Is, What It Does, and How It Does It
Epstein, S. J. (2010) · Psychological Inquiry · doi:10.1080/1047840x.2010.523875 · Cited by 286
Identifying Teacher Expertise: An Examination of Researchers' Decision Making
Palmer, D. J., Stough, L. M., Burdenski, T. K., & Gonzales, M. (2005) · Educational Psychologist · doi:10.1207/s15326985ep4001_2 · Cited by 256
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
Qualitative Research - State of the Art
Flick, U. (2002) · Social Science Information · doi:10.1177/0539018402041001001 · Cited by 223
Data-based decision making in education: challenges and opportunities
Schildkamp, K., Lai, M., & Earl, L. (2013) · Springer eBooks · doi:10.1007/978-94-007-4816-3 · Cited by 211
Managerial intuition: A conceptual and operational framework
Shapiro, S., & Spence, M. T. (1997) · Business Horizons · doi:10.1016/s0007-6813(97)90027-6 · Cited by 209
Evidence-based Practice: A Framework for Making Effective Decisions
Spencer, T. D., Detrich, R., & Slocum, T. A. (2012) · Education and Treatment of Children · doi:10.1353/etc.2012.0013 · Cited by 188
HOW EXPERT NURSES USE INTUITION
BENNER, P., & TANNER, C. (1987) · AJN American Journal of Nursing · doi:10.1097/00000446-198701000-00012 · Cited by 176
Intuition from the perspective of cognitive-experiential self-theory.
Epstein, S. J. (2008) · Cited by 141
Schildkamp, K., Ehren, M., & Lai, M. (2012) · School Effectiveness and School Improvement · doi:10.1080/09243453.2011.652122 · Cited by 117
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 117
Moss, P. (2007) · Cited by 111
Multiple initiatives, multiple challenges: The promise and pitfalls of implementing data
Hubbard, L., Datnow, A., & Pruyn, L. (2014) · Studies in Educational Evaluation · doi:10.1016/j.stueduc.2013.10.003 · Cited by 60
From “Intuition”- to “Data”-based Decision Making in Dutch Secondary Schools?
Schildkamp, K., & Ehren, M. (2012) · Springer eBooks · doi:10.1007/978-94-007-4816-3_4 · Cited by 55
Schools and Data: The Educator′s Guide for Using Data to Improve Decision Making
Creighton, T. B. (2000) · Cited by 48
How intuition contributes to high performance: An educational perspective
Harteis, C., Koch, T., & Morgenthaler, B. (2008) · US-China education review · Cited by 26
Harteis, C., Morgenthaler, B., Kugler, C., Ittner, K., Roth, G., & Graf, B. M. (2011) · Vocations and Learning · doi:10.1007/s12186-011-9070-9 · Cited by 21
Earl, L. M., & Louis, K. S. (2012) · Springer eBooks · doi:10.1007/978-94-007-4816-3_11 · Cited by 20
OECD (1998) · OECD eBooks · doi:10.1787/9789264163836-en · Cited by 9
How intuition contributes to high performance: An educational perspective
Christian, C., Harteis, Tina, T., Bárbara, & Morgenthaler (2008) · Cited by 2
Geïnformeerde schoolontwikkeling: van een nieuw gegeven naar een beleidsinstrument
Vanhoof, J., Mahieu, P., & Petegem, P. V. (2009) · Cited by 1
Self-citation
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Research works printed but not linked: 1
- Blackwell, 2006, Consumer behaviour, Mason
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Sorted by citations
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
Misconceptions 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
Opening or closing doors for students? Equity and data use in schools
Datnow, A., & Park, V. (2018) · Journal of Educational Change · doi:10.1007/s10833-018-9323-6 · Cited by 139
Teaching during COVID-19: The Decisions Made in Teaching
Lepp, L., Aaviku, T., Leijen, Ä., Pedaste, M., & Saks, K. (2021) · Education Sciences · doi:10.3390/educsci11020047 · Cited by 123
Malin, J. R., Brown, C., Ion, G., van Ackeren, I., Bremm, N., Luzmore, R., Flood, J., & Rind, G. M. (2020) · Humanities and Social Sciences Communications · doi:10.1057/s41599-020-00587-8 · Cited by 103
Metadata
- Authors
- Vanlommel, K., Van Gasse, R., Vanhoof, J., & Van Petegem, P.
- Affiliations
- University of Antwerp (BE)
- Corresponding author
- Vanlommel, Kristin
- Venue
- International Journal of Educational Research
- Publisher
- Elsevier BV
- Published
- 2017
- Volume
- 83
- Pages
- 75-83
- ISSN
- 0883-0355 (ISSN-L)
- OpenAlex
- W2595488536
- Cited by
- 123
- References
- 42
- Citations by year
- 2026: 9 · 2025: 14 · 2024: 16 · 2023: 22 · 2022: 23 · 2021: 13 · 2020: 15 · 2019: 4 · 2018: 6 · 2017: 1
- FWCI
- 11.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Educational Research (publishedVersion)
- Topics
- Social Sciences › Education › Educational Assessment and Improvement
- Social Sciences › Education › School Choice and Performance
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Keywords
- teacher decision-making, intuition, data-driven decision making, school retention, primary school teachers, teacher expertise, educational bias
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