Causal evaluations in teacher education are rare. Underlying reasons include a lack of clearly defined treatments, a lack of research designs that can work in the context of teacher education programs, and a lack of resources for enacting these designs. This article provides a framework for how to fill these gaps. We first propose an approach to conceptualizing treatments and then describe two research designs suited to the needs of the field. Finally, we discuss resources key to advancing causal research in teacher education at scale.
AsherC. A.SchererE.KimJ. S. (2022). Using a factorial design to maximize the effectiveness of a parental text messaging intervention. Journal of Research on Educational Effectiveness, 15(3), 532–557. https://doi.org/10.1080/19345747.2021.2009073
2.
BartanenB.KwokA. (2021). Examining clinical teaching observation scores as a measure of preservice teacher quality. American Educational Research Journal, 58(5), 887–920. https://doi.org/10.3102/0002831221990359
3.
BaylorA. L.KitsantasA. (2005). Comparative analysis and validation of instructivist and constructivist self-reflective tools (IPSRT and CPSRT) for novice instructional planners. Journal of Technology and Teacher Education, 13(3), 433–457.
4.
BecherT. (1989). Academic tribes and territories: Intellectual enquiry and the cultures of disciplines. The Society for Research into Higher Education; Open University Press.
5.
BiestaG. (2012). The future of teacher education: Evidence, competence or wisdom?Research on Steiner Education, 3(1), 8–12.
6.
BoguslavA.CohenJ. (2024). Different methods for assessing preservice teachers’ instruction: Why measures matter. Journal of Teacher Education, 75(2), 168–185. https://doi.org/10.1177/00224871231200279
BorkoH.ListonD.WhitcombJ. A. (2007). Genres of empirical research in teacher education. Journal of Teacher Education, 58(1), 3–11. https://doi.org/10.1177/0022487106296220
9.
BostonM. (2012). Assessing instructional quality in mathematics. The Elementary School Journal, 113(1), 76–104. https://doi.org/10.1086/666387
10.
BulunuzN.JarrettO. S. (2009). Understanding of earth and space science concepts: Strategies for concept-building in elementary teacher preparation. School Science and Mathematics, 109(5), 276–289. https://doi.org/10.1111/j.1949-8594.2009.tb18092.x
11.
Cochran-SmithM.VillegasA. M.AbramsL. W.Chavez-MorenoL. C.MillsT.SternR. (2016). Research on teacher preparation: Charting the landscape of a sprawling field. In GitomerD. H.BellC. (Eds.), Handbook of research on teaching (5th ed., pp. 439–547). American Educational Research Association. https://doi.org/10.3102/978–0–935302–48–6_7
12.
CohenJ.WongV.KrishnamachariA.BerlinR. (2020). Teacher coaching in a simulated environment. Educational Evaluation and Policy Analysis, 42(2), 208–231. https://doi.org/10.3102/0162373720906217
13.
CohenJ.WongV. C.KrishnamachariA.EricksonS. (2024). Experimental evidence on the robustness of coaching supports in teacher education. Educational Researcher, 53(1), 19-35. https://doi.org/10.3102/0013189X231198827
14.
DongN.MaynardR. (2013). PowerUp!: A tool for calculating minimum detectable effect sizes and minimum required sample sizes for experimental and quasi-experimental design studies. Journal of Research on Educational Effectiveness, 6(1), 24–67. https://doi.org/10.1080/19345747.2012.673143
15.
ElyE.AlvesK. D.DolencN. R.SeboltS.WaltonE. A. (2018). Classroom simulation to prepare teachers to use evidence-based comprehension practices. Journal of Digital Learning in Teacher Education, 34(2), 71–87. https://doi.org/10.1080/21532974.2017.1399487
16.
EstrellaS.ZakaryanD.OlfosR.EspinozaG. (2020). How teachers learn to maintain the cognitive demand of tasks through Lesson Study. Journal of Mathematics Teacher Education, 23, 293–310.
17.
Feiman-NemserS. (1989). Teacher preparation: Structural and conceptual alternatives [Issue Paper 89–5]. National Center for Research on Teacher Education.
18.
FredricksJ. A.WangM. T.LinnJ. S.HofkensT. L.SungH.ParrA.AllertonJ. (2016). Using qualitative methods to develop a survey measure of math and science engagement. Learning and Instruction, 43, 5–15.
19.
GageN. L.NeedelsM. C. (1989). Process-product research on teaching: A review of criticisms. The Elementary School Journal, 89(3), 253–300. https://doi.org/10.1086/461577
20.
GiebelhausC. R.BowmanC. L. (2002). Teaching mentors: Is it worth the effort?The Journal of Educational Research, 95(4), 246–254. https://doi.org/10.1080/00220670209596597
21.
GoldhaberD. (2019). Evidence-based teacher preparation: Policy context and what we know. Journal of Teacher Education, 70(2), 90–101.
22.
GoldhaberD.RonfeldtM.CowanJ.GratzT.BardelliE.TruwitM. (2022). Room for improvement? Mentor teachers and the evolution of teacher preservice clinical evaluations. American Educational Research Journal, 59(5), 1011–1048. https://doi.org/10.3102/00028312211066867
23.
GrossmanP. (2008). Responding to our critics: From crisis to opportunity in research on teacher education. Journal of Teacher Education, 59(1), 10–23. https://doi.org/10.1177/0022487107310748
GrossmanP.McDonaldM. (2008). Back to the future: Directions for research in teaching and teacher education. American Educational Research Journal, 48(1), 184–205. https://doi.org/10.3102/0002831207312906
26.
HannoE. C.GonzalezK. E. (2020). The effects of teacher professional development on children’s attendance in preschool. Journal of Research on Educational Effectiveness, 13(1), 3–28. https://doi.org/10.1080/19345747.2019.1634170
JacksonK.GarrisonA.WilsonJ.GibbonsL.ShahanE. (2013). Exploring relationships between setting up complex tasks and opportunities to learn in concluding whole-class discussions in middle-grades mathematics instruction. Journal for Research in Mathematics Education, 44(4), 646–682.
29.
JacobR.HillH. C.CoreyD. (2017). The impact of a professional development program on teachers’ mathematical knowledge for teaching, instruction, and student achievement. Journal of Research on Educational Effectiveness, 10(2), 379–407. https://doi.org/10.1080/19345747.2016.1273411
30.
JenkinsJ. M.WattsT. W.MagnusonK.GershoffE. T.ClementsD. H.SaramaJ.DuncanG. J. (2018). Do high-quality kindergarten and first-grade classrooms mitigate preschool fadeout?Journal of Research on Educational Effectiveness, 11(3), 339–374. https://doi.org/10.1080/19345747.2018.1441347
31.
JukesM. C. H.TurnerE. L.DubeckM. M.HallidayK. E.InyegaH. N.WolfS.ZuilkowskiS. S.BrookerS. J. (2017). Improving literacy instruction in Kenya through teacher professional development and text messages support: A cluster randomized trial. Journal of Research on Educational Effectiveness, 10(3), 449–481. https://doi.org/10.1080/19345747.2016.1221487
32.
KavanaghS. S.MetzM.HauserM.FogoB.TaylorM. W.CarlsonJ. (2020). Practicing responsiveness: Using approximations of teaching to develop teachers’ responsiveness to students’ ideas. Journal of Teacher Education, 71(1), 94–107. https://doi.org/10.1177/0022487119841884
33.
KavanaghS. S.RaineyE. C. (2017). Learning to support adolescent literacy: Teacher educator pedagogy and novice teacher take up in secondary English language arts teacher preparation. American Educational Research Journal, 54(5), 904–937. https://doi.org/10.3102/0002831217710423
34.
KennedyM. M. (2016). How does professional development improve teaching?Review of Educational Research, 86(4), 945–980. https://doi.org/10.3102/0034654315626800
35.
KleinA.StarkeyP.ClementsD.SaramaJ.IyerR. (2008). Effects of a pre-kindergarten mathematics intervention: A randomized experiment. Journal of Research on Educational Effectiveness, 1(3), 155–178. https://doi.org/10.1080/19345740802114533
36.
KoedelC.ParsonsE.PodgurskyM.EhlertM. (2015). Teacher preparation programs and teacher quality: Are there real differences across programs?Education Finance and Policy, 10(4), 508–534. https://doi.org/10.1162/EDFP_a_00172
37.
LabareeD. (2004). The trouble with ed schools. Yale University Press.
38.
LampertM.FrankeM. L.KazemiE.GhousseiniH.TurrouA. C.BeasleyH.CunardA.CroweK. (2013). Keeping it complex: Using rehearsals to support novice teacher learning of ambitious teaching. Journal of Teacher Education, 64(3), 226–243. https://doi.org/10.1177/0022487112473837
39.
Loewenberg BallD.ThamesM. H.PhelpsG. (2008). Content knowledge for teaching: What makes it special?Journal of Teacher Education, 59(5), 389–407. https://doi.org/10.1177/0022487108324554
40.
LuiK. J. (2016). Crossover designs: Testing, estimation, and sample size. John Wiley & Sons.
41.
MacLeodG. (1981). Experimental studies of the outcomes of microteaching. South Pacific Journal of Teacher Education, 9(1), 31–42. https://doi.org/10.1080/0311213810090103
42.
MakelM. C.PluckerJ. A. (2014). Facts are more important than novelty: Replication in the education sciences. Educational Researcher, 43(6), 304–316.
43.
MancenidoZ. (2024). Impact evaluations of teacher preparation practices: Challenges and opportunities for more rigorous research. Review of Educational Research, 94(2), 268–307. https://doi.org/10.3102/00346543231174413
44.
National Academies of Sciences, Engineering, and Medicine. (2022). The future of education research at IES: Advancing an equity-oriented science. The National Academies Press. https://doi.org/10.17226/26428.
45.
PearmanF. A.SpringerM. P.LipseyM.LachowiczM.SwainW.FarranD. (2020). Teachers, schools, and pre-K effect persistence: An examination of the sustaining environment hypothesis. Journal of Research on Educational Effectiveness, 13(4), 547–573. https://doi.org/10.1080/19345747.2020.1749740
46.
PenuelW. R.FarrellC. C.AllenA. R.ToyamaY.CoburnC. E. (2018). What research district leaders find useful. Educational Policy, 32(4), 540–568.
47.
RatkowskyD.AlldredgeR.EvansM. A. (1992). Cross-over experiments: Design, analysis and application (Vol. 135). CRC Press.
48.
RothK. J.WilsonC. D.TaylorJ. A.StuhlsatzM. A.HvidstenC. (2019). Comparing the effects of analysis-of-practice and content-based professional development on teacher and student outcomes in science. American Educational Research Journal, 56(4), 1217–1253. https://doi.org/10.3102/0002831218814759
49.
SchneiderB. (1987). Tracing the provenance of teacher education. In PopkewitzT. S. (Ed.), Critical studies in teacher education: Its folklore, theory and practice (pp. 211–241). Routledge.
50.
ShaughnessyM.BoerstT. A. (2018). Uncovering the skills that preservice teachers bring to teacher education: The practice of eliciting a student’s thinking. Journal of Teacher Education, 69(1), 40–55. https://doi.org/10.1177/0022487117702574
51.
SimsS.Fletcher-WoodH.O’Mara-EvesA.CottinghamS.StansfieldC.GoodrichJ.Van HerwegenJ.AndersJ. (2023). Effective teacher professional development: New theory and a meta-analytic test. Review of Educational Research. Advance online publication. https://doi.org/10.3102/00346543231217480
52.
SlavinR. E. (2020). How evidence-based reform will transform research and practice in education. Educational Psychologist, 55(1), 21–31.
StarJ. R. (2021). In pursuit of a replication culture in mathematics education. Implementation and Replication Studies in Mathematics Education, 1(1), 53–76.
55.
StrasserK.BarraG.MendiveS. (2021). The role of video analysis and deliberate rehearsal in the development of language stimulation skills in pre-service preschool teacher preparation: An experimental study. Teaching and Teacher Education, 106, Article 103459. https://doi.org/10.1016/j.tate.2021.103459
56.
von HippelP. T.BellowsL. (2018). How much does teacher quality vary across teacher preparation programs? Reanalyses from six states. Economics of Education Review, 64, 298–312. https://doi.org/10.1016/j.econedurev.2018.01.005
57.
WilsonS. M. (2006). Finding a canon and core: Meditations on the preparation of teacher educator-researchers. Journal of Teacher Education, 57(3), 315–325. https://doi.org/10.1177/0022487105285895
58.
WilsonS. M.FlodenR. E.Ferrini-MundyJ. (2002). Teacher preparation research: An insider’s view from the outside. Journal of Teacher Education, 53(3), 190–204. https://doi.org/10.1177/0022487102053003002
59.
YoshizawaL. (2022). The imposition of instrumental research use: How school and district practitioners enact their state’s evidence requirements. American Educational Research Journal, 59(6), 1157–1193.
60.
ZeichnerK. M. (1993). Traditions of practice in U.S. preservice teacher education programs. Teaching and Teacher Education, 9(1), 1–13. https://doi.org/10.1016/0742–051X(93)90011–5
61.
ZeichnerK. M. (2005). A research agenda for teacher education. In Cochran-SmithM.ZeichnerK. M. (Eds.), Studying teacher education: The report of the AERA Panel on Research and Teacher Education (pp. 737–759). Lawrence Erlbaum Associates Publishers; American Educational Research Association.
62.
ZeichnerK. T.ConradC. F.SerlinR. C. (2006). Studying teacher education programs. In ConradC. F.SerlinR. C. (Eds.), The Sage handbook for research in education: Engaging ideas and enriching inquiry (pp. 79–94). SAGE.