Evidence map›Paper›PMID 36476309›Full record

ArticleHealth research policy and systems2022

Healthcare quality measures in implementation research: advantages, risks and lessons learned.

Allison M Gustavson, Hildi J Hagedorn, Leah E Jesser, Marie E Kenny, Barbara A Clothier, Mark Bounthavong, Princess E Ackland, Adam J Gordon, Alex H S Harris

Open access · goldAbstract readLetter
In one paragraph

Article in Health research policy and systems, 2022. 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
0.3field-weighted citation impact, top 34% 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, 2 citations in OpenAlex.

  1. Article
  2. Article
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

9 authors at 4 institutions in 1 country.

Allison M GustavsonVeterans Affairs Health Services Research and Development Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Healthcare System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN, 55417, USA. Allison.Gustavson@va.gov.ORCID http://orcid.org/0000-0002-6401-1230
Hildi J HagedornVeterans Affairs Health Services Research and Development Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Healthcare System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN, 55417, USA.
Leah E JesserVeterans Affairs Health Services Research and Development Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Healthcare System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN, 55417, USA.
Marie E KennyVeterans Affairs Health Services Research and Development Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Healthcare System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN, 55417, USA.
Barbara A ClothierVeterans Affairs Health Services Research and Development Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Healthcare System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN, 55417, USA.
Mark BounthavongHealth Economics Resource Center, VA Palo Alto Healthcare System, Palo Alto, CA, 94025, USA.
Princess E AcklandVeterans Affairs Health Services Research and Development Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Healthcare System, 1 Veterans Drive, Mail Code#152, Minneapolis, MN, 55417, USA.
Adam J GordonVulnerable Veteran Innovative PACT (VIP) Initiative; Informatics, Decision-Enhancement, and Analytic Sciences Center (IDEAS), Salt Lake City Veterans Healthcare System, 500 Foothill Drive, Salt Lake City, UT, 84148, USA.
Alex H S HarrisCenter for Innovation to Implementation, Palo Alto Veteran Affairs Healthcare System, Palo Alto, CA, 94025, USA.
Health Services Research & Development · USUniversity of Minnesota · USVA Palo Alto Health Care System · USUniversity of Utah · US

Funding

HSRD VA IK6 HX002840HSRD VA IK6 HX003906
6 · The paper itself

Abstract

Implementation studies evaluate strategies to move evidence-based practices into routine clinical practice. Often, implementation scientists use healthcare quality measures to evaluate the integration of an evidence-based clinical practice into real-world healthcare settings. Healthcare quality measures have standardized definitions and are a method to operationalize and monitor guideline-congruent care. Implementation scientists can access existing data on healthcare quality measures through various sources (e.g. operations-calculated), or they can calculate the measures directly from healthcare claims and administrative data (i.e. researcher-calculated). Implementation scientists need a better understanding of the advantages and disadvantages of these methods of obtaining healthcare quality data for designing, planning and executing an implementation study. The purpose of this paper is to describe the advantages, risks and lessons learned when using operations- versus researcher-calculated healthcare quality measures in site selection, implementation monitoring and implementation outcome evaluation. A key lesson learned was that relying solely on operations-calculated healthcare quality measures during an implementation study poses risks to site selection, accurate feedback on implementation progress to stakeholders, and the integrity of study results. A possible solution is using operations-calculated quality measures for monitoring of evidence-based practice uptake and researcher-calculated measures for site section and outcomes evaluation. This approach provides researchers greater control over the data and consistency of the measurement from site selection to outcomes evaluation while still retaining measures that are familiar and understood by key stakeholders whom implementation scientists need to engage in practice change efforts.

Indexed as

Outcome Assessment, Health CareHumansHealthcare quality measuresImplementation researchImplementation scienceStakeholders

Identifiers

PMID36476309
PMCPMC9730563
OpenAlexW4311580025

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.