Evidence map›Paper›PMID 35274083›Full record

ArticleJAMIA open2022

Health informatics interventions to minimize out-of-pocket medication costs for patients: what providers want.

Karalyn A Kiessling, Bradley E Iott, Jessica A Pater, Tammy R Toscos, Shauna R Wagner, Laura M Gottlieb, Tiffany C Veinot

Abstract read
In one paragraph

Article in JAMIA open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. A Surgeon's Field Guide to Value-Based Specialty Care.Laryngoscope investigative otolaryngology · 2025
    Review
  3. Article
  4. Article
  5. 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

7 authors.

Karalyn A KiesslingSchool of Public Health, University of Michigan, Ann Arbor, Michigan, USA.
Bradley E IottSchool of Public Health, University of Michigan, Ann Arbor, Michigan, USA.
Jessica A PaterParkview Mirro Center for Research & Innovation, Parkview Health, Fort Wayne, Indiana, USA.
Tammy R ToscosParkview Mirro Center for Research & Innovation, Parkview Health, Fort Wayne, Indiana, USA.
Shauna R WagnerParkview Mirro Center for Research & Innovation, Parkview Health, Fort Wayne, Indiana, USA.
Laura M GottliebSocial Interventions Research and Evaluation Network, University of California San Francisco, San Francisco, California, USA.
Tiffany C VeinotSchool of Public Health, University of Michigan, Ann Arbor, Michigan, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To explore diverse provider perspectives on: strategies for addressing patient medication cost barriers; patient medication cost information gaps; current medication cost-related informatics tools; and design features for future tool development. Materials and Methods: We conducted 38 semistructured interviews with providers (physicians, nurses, pharmacists, social workers, and administrators) in a Midwestern health system in the United States. We used 3 rounds of qualitative coding to identify themes. Results: Providers lacked access to information about: patients' ability to pay for medications; true costs of full medication regimens; and cost impacts of patient insurance changes. Some providers said that while existing cost-related tools were helpful, they contained unclear insurance information and several questioned the information's quality. Cost-related information was not available to everyone who needed it and was not always available when needed. Fragmentation of information across sources made cost-alleviation information difficult to access. Providers desired future tools to compare medication costs more directly; provide quick references on costs to facilitate clinical conversations; streamline medication resource referrals; and provide centrally accessible visual summaries of patient affordability challenges. Discussion: These findings can inform the next generation of informatics tools for minimizing patients' out-of-pocket costs. Future tools should support the work of a wider range of providers and situations and use cases than current tools do. Such tools would have the potential to improve prescribing decisions and better link patients to resources. Conclusion: Results identified opportunities to fill multidisciplinary providers' information gaps and ways in which new tools could better support medication affordability for patients.

Indexed as

drug costselectronic prescribinghealthinformation seeking behaviorinsurancesocial determinants of health

Identifiers

PMID35274083
PMCPMC8903137

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.