Evidence map›Paper›PMID 37587530›Full record

ArticleImplementation science communications2023

Evaluating change in a pressured healthcare system: a cross-sectional study of implementation outcomes using routine data indicators and proxies.

Andria Hanbury, Nyasha Mafirakureva, Nicola Chicken, Liam Bailey

Open access · goldAbstract read
In one paragraph

Article in Implementation science communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
0.9field-weighted citation impact, top 22% 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

0 citing papers in PubMed, 2 citations in OpenAlex.

No citing paper in PubMed yet.

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

4 authors at 3 institutions in 1 country.

Andria HanburyYorkshire and Humber Applied Research Collaboration, Bradford Institute for Health Research, Bradford, UK. Andria.Hanbury@bthft.nhs.uk.ORCID http://orcid.org/0000-0001-8359-5908
Nyasha MafirakurevaSchool of Health and Related Research, University of Sheffield, Sheffield, UK.
Nicola ChickenYorkshire and Humber Academic Health Science Network, Wakefield, UK.
Liam BaileyYorkshire Quality and Safety Research Group, Bradford Institute for Health Research, Bradford, UK.
NHS Bradford Districts Clinical Commissioning Group · GBUniversity of Sheffield · GBYorkshire & Humber Academic Health Science Network · GB

Funding

National Institute for Health and Care Research 200166
6 · The paper itself

Abstract

backgroundImplementation evaluation should focus on implementation success, guided by theories and frameworks. With high staff vacancies in the health services, it is important to consider pragmatic methods of data collection for implementation evaluation. This paper presents a cross-sectional rapid evaluation of a handheld medical device designed for remote examinations, piloted in Northern England. By using downloaded device data and administrative records mapped to domains from the implementation outcomes framework, this evaluation offers a pragmatic example of assessing implementation success.

methodsThe pilot design was pragmatic: sites volunteered, decided which services to use the device in, and launched when ready. The pilot and evaluation together lasted 1 year. Data was downloaded from the devices, and administrative records for the pilot accessed. Variables were mapped to five of the implementation outcomes, after reviewing with the device manufacturer and pilot team to assess robustness.

resultsN=352 care episodes were recorded using the device with 223 patients. Out of 19 sites 'signed up' to the pilot, 5 launched and delivered 10 of 35 proposed projects: a site and project adoption rate of 26 and 29%, respectively. Six sites signed up to an extension period; three had launched and three had not during the original timelines, indicating some sustainability. Feasibility was high, with only one in seven care episodes needing to be repeated due to poor device quality or error (sound/audio/internet). Fidelity of device usage was low for two of the eight available device examinations. Device and staffing costs were high but potential cost savings were attributable to fewer in-person appointments.

conclusionsThrough using device and administrative data, this evaluation minimised burden on busy healthcare staff yet was still guided by an evaluation framework. Five out of the eight implementation outcomes were measured, including sustainability and costs. The findings give insight into implementation challenges, particularly around adoption. For future research, it is recommended to engage with staff to prioritise outcome measurements and to focus on meaningful interpretation of indicators.

Indexed as

Administrative dataAdoptionCostDownloaded dataFeasibilityFidelityImplementation evaluationImplementation outcomes frameworkIndicatorsRoutine dataSustainability

Identifiers

PMID37587530
PMCPMC10428631
OpenAlexW4385874352

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.