Evidence map›Paper›PMID 37620719›Full record

ArticleJournal of general internal medicine2023

Identifying Implementation Factors for the Development, Operation, and Sustainment of Ambulatory Care Pharmacy Programs: a Qualitative Study.

Nabeel Qureshi, Michelle S Keller

Open access · hybridAbstract read
In one paragraph

Article in Journal of general internal medicine, 2023. 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
0.5field-weighted citation impact, top 35% 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, 3 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

2 authors at 1 institution in 1 country.

Nabeel QureshiRAND Corporation, Santa Monica, CA, USA. Nabeel.Qureshi@cshs.org.ORCID 0000-0001-7782-8023
Michelle S KellerDivision of General Internal, Department of Medicine, Cedars-Sinai Medical Center, Medicine-Health Services Research, Los Angeles, CA, USA.
Cedars-Sinai Medical Center · US

Funding

UCSF Research in Implementation Sciences for Equity (RISE)R25HL126146 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CRYSTAL WILEY CENE, Alicia Fernandez · 2014 to 2026
$4.6M
Developing and Testing a Population Health Approach to Deprescribing and Optimizing Medications in Older AdultsK01AG076865 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Michelle Sophie Keller · 2022 to 2026
$618k
NHLBI NIH HHS R25 HL126146NHLBI NIH HHS R25HL126146NIA NIH HHS K01 AG076865NIA NIH HHS K01AG076865
6 · The paper itself

Abstract

backgroundPharmacist-led programs and clinics have been integrated into primary and specialty care clinics in a variety of ways, for example, to improve diabetes outcomes via patient education and counseling. However, factors important to the implementation of different outpatient pharmacy models have not been well elucidated.

objectiveTo identify provider- and health system-level drivers of implementation and sustainability of pharmacy-led programs in the outpatient setting.

designQualitative study of key informants using semi-structured interviews of individuals working in various roles throughout a large health system, including ambulatory clinical pharmacists, pharmacy managers, medical directors and physician leaders, and operations and quality managers.

participantsKey informants (n=19) with leadership roles in pharmacy programs and front-line experience providing integrated pharmacy care were selected purposively and with snowball sampling. APPROACH: We coded the interviews using a codebook derived from the 2022 Consolidated Framework for Implementation Research (CFIR), which details various internal and external factors important for implementation. KEY

resultsWe identified the following themes related to implementing ambulatory care pharmacy programs: (1) pharmacy programs varied in their level of embeddedness in the outpatient clinic, (2) establishing pharmacy program required leadership advocacy and coordination among stakeholders, (3) continued operations required integrated workflows and demonstrated value to the health system and clinicians, and (4) established revenue streams or added indirect value and continued improvement of integration sustained programs over time.

conclusionsExternal policies and incentives such as new reimbursement codes and quality measurement programs that rely on pharmacy input play a significant role in shaping the design, implementation, and sustainability of health system outpatient pharmacy programs. Ensuring that quality metrics used in value-based contracts or programs demonstrate pharmacy benefits will be critical to supporting and growing pharmacy programs.

Indexed as

PharmaciesPharmacyPhysiciansAmbulatory CareHumansPharmacistsQualitative Researchimplementation scienceoutpatientpharmacy

Identifiers

PMID37620719
PMCPMC10682305
OpenAlexW4386118590

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.