Evidence map›Paper›PMID 41350604›Full record

ArticleScientific reports2025

Patient-reported outcomes and perceived medication confidence as predictors of healthcare utilization among adults with cardiovascular risk factors.

Arinze Nkemdirim Okere, Richard K Moussa, Askal A Ali, Tianfeng Li, Sarah G Buxbaum, Vakaramoko Diaby

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Arinze Nkemdirim OkereDivision of Outcomes and Practice Advancement, School of Pharmacy and Pharmaceutical Sciences, The University at Buffalo, Buffalo, NY, USA. ankemdir@buffalo.edu.
Richard K MoussaNational School of Statistics and Applied Economics (ENSEA), Abidjan, Côte d'Ivoire.
Askal A AliCollege of Pharmacy and Pharmaceutical Sciences, Institute of Public Health, Florida A&M University, Tallahassee, FL, USA.
Tianfeng LiCollege of Pharmacy and Pharmaceutical Sciences, Institute of Public Health, Florida A&M University, Tallahassee, FL, USA.
Sarah G BuxbaumCollege of Pharmacy and Pharmaceutical Sciences, Institute of Public Health, Florida A&M University, Tallahassee, FL, USA.
Vakaramoko DiabyDepartment of Pharmaceutical Outcomes and Policy (POP), University of Florida, Gainesville, FL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined the association between patient-reported outcomes (PROs), medication-taking confidence, sociodemographic characteristics, and the frequency of 90-day hospital and emergency department (ED) visits among individuals with cardiovascular risk factors. A cross-sectional survey was administered to adults ≥ 18 years-old with hypertension, hyperlipidemia, or type-2 diabetes. Of the 1495 questionnaires distributed, 1275 were completed and included in the analysis. Bivariate ordered probit and ordinal logistic regression models were used to evaluate associations between patient-reported variables and healthcare utilization. Among respondents, 54.1% identified as female and 38% as male. Racial representation included 34.9% Black, 40.4% White, 8.9% Asian, 3.7% American Indian, 4.3% Hawaiian, and 8.5% identifying with other groups. Patient-reported variables-including medication knowledge and perceived confidence-were significantly associated with the frequency of ED and hospital visits (p < 0.001). Survey respondents who 'somewhat agreed' or were 'neutral' about their confidence in understanding their medications were more likely to report at least one ED visit within 90 days. Also, individuals who reported a history of smoking or heart disease were more likely to report higher ED visits and hospitalizations, respectively (p < 0.001). These findings highlight the potential value of patient-reported outcomes as indicators associated with preventable hospitalizations and ED visits.

Indexed as

Cardiovascular DiseasesPatient Acceptance of Health CarePatient Reported Outcome MeasuresAdultAgedCross-Sectional StudiesEmergency Service, HospitalFemaleHeart Disease Risk FactorsHumansHypertensionMaleMiddle AgedRisk FactorsSurveys and Questionnaires

Identifiers

PMID41350604
PMCPMC12796467

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.