Data-based decision-making (DBDM) is an important, evidence-based framework that schools and teachers can utilize to elicit positive student outcomes. However, much of the research on DBDM has occurred at the elementary level. Crone and colleagues wrote a compelling article on how 25 middle school teams were functioning in terms of DBDM essentials like student-focused conversation, data use, and actionable suggestions. A discussion of the follow-up in the last 9 years and examples of recent, relevant work, as well as next steps, are provided.
CroneD. A.CarlsonS. E.HaackM. K.KennedyP. C.BakerS. K.FienH. (2016). Data-based decision-making teams in middle school: Observations and implications from the middle school intervention project. Assessment for Effective Intervention, 41(2), 79–93. https://doi.org/10.1177/1534508415610322
2.
DenoS. L.MirkinP. K. (1977). Data-based program modification: A manual. Council for Exceptional Children.
3.
HarlacherJ.PotterJ.CollinsA. (2024). Untangling data-based decision making: A problem solving model to enhance MTSS. Marzano Research.
4.
JungP. G.McMasterK. L.KunkelA. K.ShinJ.SteckerP. M. (2018). Effects of data-based individualization for students with intensive learning needs: A meta-analysis. Learning Disabilities Research & Practice, 33(3), 144–155. https://doi.org/10.1111/ldrp.12172
5.
LembkeE. S.McMasterK. L.Duesenberg-MarshallM. D.McCollomE.ChoiS.ShanahanE.AnJ.Sussman-DawsonK.BirinciS. (2024). Data based individualization in early writing: The importance and measurement of implementation fidelity. Frontiers in Education, 9, Article 1380295. https://doi.org/10.3389/feduc.2024.1380295
6.
McMasterK. L.LembkeE. S.ShanahanE.ChoiS.AnJ.SchatschneiderC.Duesenberg-MarshallM. D.BirinciS.McCollomE.GarmanC.MooreK. (2025). Supporting teachers’ data-based individualization of early writing instruction: An efficacy trial. Journal of Learning Disabilities, 58, 287–303. https://doi.org/10.1177/00222194241300324
7.
PowellS. R.LembkeE. S.Ketterlin-GellerL. R.PetscherY.HwangJ.BosS. E.CoxT.HirtS.MasonE.Pruitt-BrittonT.ThomasE.HopkinsS. (2021). Data-based individualization in mathematics to support middle-school teachers and their students with mathematics learning difficulty. Studies in Educational Evaluation, 69, 100897. https://doi.org/10.1016/j.stueduc.2020.100897
8.
ShanahanE.ChoiS.AnJ.Casey-WilkeB.BirinciS.RobertsC.RenoE. (2025). Ongoing teacher support for data-based individualization: A meta-analysis and synthesis. Journal of Learning Disabilities, 58(1), 3–18. https://doi.org/10.1177/00222194241271335
9.
U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics, National Assessment of Educational Progress. (2024). Reading assessment.