Evidence map›Paper›PMID 38981943›Full record

ArticleJournal of general internal medicine2024

Effectiveness of a Multifaceted Implementation Strategy to Increase Equitable Hospital at Home Utilization: An Interrupted Time Series Analysis.

Marc Kowalkowski, Casey Stephens, Timothy Hetherington, Hieu Nguyen, Henry Bundy, McKenzie Isreal, Colleen Hole, Padageshwar Sunkara, Raghava Nagaraj, Kranthi Sitammagari and 5 more

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

15 authors.

Marc KowalkowskiDepartment of Internal Medicine, Section of Hospital Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA. mkowalko@wakehealth.edu.ORCID 0000-0003-2624-4209
Casey StephensCenter for Health System Sciences, Atrium Health, Charlotte, NC, USA.
Timothy HetheringtonInformation Technology, Data and Analytics, Atrium Health, Charlotte, NC, USA.
Hieu NguyenCenter for Health System Sciences, Atrium Health, Charlotte, NC, USA.
Henry BundyDepartment of Anthropology, University of Kentucky, Lexington, KY, USA.
McKenzie IsrealCenter for Health System Sciences, Atrium Health, Charlotte, NC, USA.
Colleen HolePopulation Health, Clinical Integration, Atrium Health, Charlotte, NC, USA.
Padageshwar SunkaraDepartment of Internal Medicine, Section of Hospital Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Raghava NagarajDepartment of Internal Medicine, Section of Hospital Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Kranthi SitammagariDepartment of Internal Medicine, Division of Hospital Medicine, Atrium Health, Charlotte, NC, USA.
Marvin KnightVirtual Care, Atrium Health, Charlotte, NC, USA.
Susan MarstonMedical Group, Atrium Health, Charlotte, NC, USA.
Pooja PalmerDivision of Community and Social Impact, Atrium Health, Charlotte, NC, USA.
Andrew McWilliamsDepartment of Internal Medicine, Division of Hospital Medicine, Atrium Health, Charlotte, NC, USA.
Stephanie MurphyDepartment of Internal Medicine, Division of Hospital Medicine, Atrium Health, Charlotte, NC, USA.

Funding

Duke Endowment 6993-SP
6 · The paper itself

Abstract

backgroundThe number of Hospital-at-Home (HaH) programs rapidly increased during the COVID-19 pandemic and after issuance of Centers for Medicare and Medicaid Services' (CMS) Acute Hospital Care at Home (AHCaH) waiver. However, there remains little evidence on effective strategies to equitably expand HaH utilization.

objectiveEvaluate the effects of a multifaceted implementation strategy on HaH utilization over time.

designBefore and after implementation evaluation using electronic health record (EHR) data and interrupted time series analysis, complemented by qualitative interviews with key stakeholders.

participantsBetween December 2021 and December 2022, we identified adults hospitalized at six hospitals in North Carolina approved by CMS to participate in the AHCaH waiver program. Eligible adults met criteria for HaH transfer (HaH-eligible clinical condition, qualifying home environment). We conducted semi-structured interviews with 12 HaH patients and 10 referring clinicians.

interventionsTwo strategies were studied. The discrete implementation strategy (weeks 1-12) included clinician-directed educational outreach. The multifaceted implementation strategy (weeks 13-54) included ongoing clinician-directed educational outreach, local HaH assistance via nurse navigators, involvement of clinical service line executives, and individualized audit and feedback. MEASURES: We assessed weekly averaged HaH capacity utilization, weekly counts of unique referring providers, and patient characteristics. We analyzed themes from qualitative data to determine barriers and facilitators to HaH use.

resultsOur evaluation showed week-to-week increases in HaH capacity utilization during the multifaceted implementation strategy period, compared to discrete-period trends (slope-change odds ratio-1.02, 1.01-1.04). Counts of referring providers also increased week to week, compared to discrete-period trends (slope-change means ratio-1.05, 1.03-1.07). The increase in HaH utilization was largest among rural residents (11 to 34%). Barriers included HaH-related information gaps and referral challenges; facilitators included patient-centeredness of HaH care.

conclusionsA multifaceted implementation strategy was associated with increased HaH capacity utilization, provider adoption, and patient diversity. Health systems may consider similar, contextually relevant multicomponent approaches to equitably expand HaH.

Indexed as

COVID-19Interrupted Time Series AnalysisAdultAgedAged, 80 and overFemaleHome Care Services, Hospital-BasedHumansMaleMiddle AgedNorth CarolinaSARS-CoV-2United Stateshealthcare deliveryhealth equityHospital at Homeimplementation scienceinnovation

Identifiers

PMID38981943
PMCPMC11436489

What OpenQuestion holds

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Registered trials

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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.