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LESC staff report finds promising teacher residency results but warns of data failures
Summary
A LESC staff report on educator clinical practice said residencies are producing more diverse candidates and suggested higher candidate contributions to student growth, but the analysis was limited by inconsistent data reporting, missing identifiers and small sample sizes; staff recommended stronger reporting and statutory alignment.
Annie Armitage, senior policy analyst for educator workforce at LESC, presented preliminary findings on teacher residency programs and urged improved data systems before strong conclusions can be drawn. She said New Mexico has invested roughly $147 million in educator clinical practice and appropriated $60 million to the GROW Fund for FY25–FY27 to support residencies.
“New Mexico is a national leader in teacher residencies,” Armitage told the committee, but she added that the evaluation’s analytical work was hampered by incomplete and inconsistent data reporting from educator preparation programs (EPPs) and the Public Education Department (PED). The staff team attempted to link EPP university IDs to PED license numbers for recent completers but lost many cases during name‑matching; as a result, the sample for student‑growth comparisons shrank to 23 traditionally prepared residents and 10 alternatively prepared residents.
The reduced sample sizes made it difficult to produce statistically significant results. Armitage said that, in the available data, candidates who completed a residency tended to score above novice teachers who entered class immediately, while those who began teaching without a residency tended to score below the baseline teacher group; however she cautioned that the differences were not statistically significant given the small matched sample.
Armitage outlined three interlocking problems that limited analysis: (1) EPPs and PED use different identifiers (university IDs vs. license numbers) and many EPP databases lack a linkage file, forcing fragile name matching; (2) inconsistent reporting definitions across EPPs and lack of validation at PED led to miscategorized or missing fields; and (3) institutional data systems at some smaller EPPs are not connected to program offices, limiting the ability to share complete data.
To fix these issues, LESC staff described ongoing work: PED has contracted developers (via federal grant funds) to build a data interface that EPPs can use to connect program data to institutional systems at no cost and plans to pilot the interface in January. Staff also recommended revising statutory definitions to align with federal reporting categories, strengthening alternative licensure requirements (including clinical practice before serving as teacher of record), and improving mentor teacher eligibility and compensation.
Committee members asked about educator fellows, grow‑your‑own programs and mentor stipends. Armitage said educator fellows remain funded (the legislature appropriated $20 million previously) but were outside this analysis; she recommended that LESC study fellows and grow‑your‑own pipelines in future work. Armitage concluded that improving data governance and investing in a longitudinal teacher‑candidate tracking system will be essential for measuring program impact and guiding future appropriations.
Next steps: LESC staff plan a follow‑up examination of residency implementation at each EPP and partnering district during the interim and expect PED to publish validated educator accountability and residency reports when data systems are improved.
