Evidence map›Paper›PMID 37790182›Full record

ArticleImplementation research and practice

Implementation readiness for evidence-based autism practices in school systems.

Aubyn C Stahmer, Jessica Suhrheinrich, Yue Yu, Melina Melgarejo, Patricia Schetter, Greg A Young

Open access · goldAbstract read
In one paragraph

Article in Implementation research and practice. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
3.5field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Aubyn C StahmerDepartment of Psychiatry and Behavioral Sciences, MIND Institute, University of California Davis Health Center, Sacramento, CA, USA.
Jessica SuhrheinrichDepartment of Special Education, San Diego State University, San Diego, CA, USA.
Yue YuDepartment of Psychiatry and Behavioral Sciences, MIND Institute, University of California Davis Health Center, Sacramento, CA, USA.
Melina MelgarejoDepartment of Special Education, San Diego State University, San Diego, CA, USA.
Patricia SchetterDepartment of Psychiatry and Behavioral Sciences, MIND Institute, University of California Davis Health Center, Sacramento, CA, USA.
Greg A YoungDepartment of Psychiatry and Behavioral Sciences, MIND Institute, University of California Davis Health Center, Sacramento, CA, USA.
University of California Davis Medical Center · USSan Diego State University · USHealth Services Research & Development · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The increase in the number of autistic children being identified has led to increased demand on public schools to provide high-quality services. Effectively scaling up evidence-based practice (EBP) use for autistic students is challenging, given the complicated organization of special education. Teachers have significant challenges implementing autism EBP with fidelity. Factors such as implementation leadership and climate and attitudes toward EBP are linked to successful EBP use and may vary at different levels of the education system. Examining mechanisms of successful implementation is a critical step to support scale-up. Method: In this observational study, conducted from September 2018 to March 2020, California school personnel ( Results: Overall, implementation climate and leadership scores are low across levels with regional levels rated more positively than districts or schools. Attitudes toward EBP were moderate, with those working in schools having the poorest ratings and specialists/trainers and related service providers (e.g., speech-language pathologists) having the highest ratings. Conclusions: Outcomes provide a unique opportunity to compare implementation factors across organizational levels with a large, statewide sample. These data provide guidance for developing implementation interventions at multiple levels of the education system to increase readiness for effective scale-up of autism EBP in schools. Personnel and leaders at different organizational levels may need differentiated training targeting improved implementation climate and leadership. Personnel within districts and schools may experience a particular benefit from leadership support for EBP implementation.

Indexed as

autismeducation systemevidence-basedimplementation climateleadershipreadinessscale-up

Identifiers

PMID37790182
PMCPMC10486229
OpenAlexW4386510552

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.