Evidence map›Paper›PMID 35773663›Full record

ArticleBMC health services research2022

Identifying drivers of health care value: a scoping review of the literature.

Susan N Landon, Jane Padikkala, Leora I Horwitz

Abstract readScoping Review
In one paragraph

Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Cost of Low-Value Imaging Worldwide: A Systematic Review.Applied health economics and health policy · 2024
    Pooled it
  2. Review
  3. Article
  4. Internet Use and Self-Rated Health Among Older Adults: Scoping Review.Interactive journal of medical research · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. 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

3 authors.

Susan N LandonDivision of Healthcare Delivery Science, Department of Population Health, NYU Grossman School of Medicine, 227 E 30th St, Room 633, New York, NY, 10016, USA.
Jane PadikkalaDivision of Healthcare Delivery Science, Department of Population Health, NYU Grossman School of Medicine, 227 E 30th St, Room 633, New York, NY, 10016, USA.
Leora I HorwitzDivision of Healthcare Delivery Science, Department of Population Health, NYU Grossman School of Medicine, 227 E 30th St, Room 633, New York, NY, 10016, USA. Leora.Horwitz@nyulangone.org.

Funding

AHRQ HHS R01 HS022882
6 · The paper itself

Abstract

backgroundAs health care spending reaches unsustainable levels, improving value has become an increasingly important policy priority. Relatively little research has explored factors driving value. As a first step towards filling this gap, we performed a scoping review of the literature to identify potential drivers of health care value.

methodsSearches of PubMed, Embase, Google Scholar, Policy File, and SCOPUS were conducted between February and March 2020. Empirical studies that explored associations between any range of factors and value (loosely defined as quality or outcomes relative to cost) were eligible for inclusion. We created a template in Microsoft Excel for data extraction and evaluated the quality of included articles using the Critical Appraisal Skills Programme (CASP) quality appraisal tool. Data was synthesized using narrative methods.

resultsTwenty-two studies were included in analyses, of which 20 focused on low value service utilization. Independent variables represented a range of system-, hospital-, provider-, and patient-level characteristics. Although results were mixed, several consistent findings emerged. First, insurance incentive structures may affect value. For example, patients in Accountable Care Organizations had reduced rates of low value care utilization compared to patients in traditionally structured insurance plans. Second, higher intensity of care was associated with higher rates of low value care. Third, culture is likely to contribute to value. This was suggested by findings that recent medical school graduation and allopathic training were associated with reduced low value service utilization and that provider organizations had larger effects on value than did individual physicians.

conclusionsSystem, hospital, provider, and community characteristics influence low value care provision. To improve health care value, strategies aiming to reduce utilization of low value services and promote high value care across various levels will be essential.

Indexed as

Delivery of Health CareHospitalsHumansCostsHealth services researchLow value careQualityValue

Identifiers

PMID35773663
PMCPMC9248090

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.