Evidence map›Paper›PMID 29915641›Full record

ArticleAmerican health & drug benefits2018

Effects of Educational Messaging on Urgent and Emergent Care-Seeking Behaviors Among Publicly Insured Populations.

Jesse Cambon, Tristan Cordier, Elizabeth L Munnich, Andrew Renda, Bobby Kapur, Shkelzen Hoxhaj, Meredith Williams

Open access · greenAbstract read
In one paragraph

Article in American health & drug benefits, 2018. 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 31% 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, 2 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

7 authors at 4 institutions in 2 countries.

Jesse CambonAnalytics Consultant with Humana, Louisville, KY, during this study.
Tristan CordierPrincipal Data Scientist, Humana.
Elizabeth L MunnichAssistant Professor, Department of Economics, University of Louisville, KY.
Andrew RendaDirector, Bold Goal, Humana.
Bobby KapurChief of Emergency Medicine, Jackson Memorial Hospital, Miami, FL.
Shkelzen HoxhajChief Medical Officer, Jackson Memorial Hospital.
Meredith WilliamsLead Medical Director, North Division, Humana.
Jackson Memorial Hospital · USData Management (Italy) · ITHumana (United States) · USUniversity of Louisville · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe impact of messaging campaigns on influencing urgent care- and emergent care-seeking behaviors, including the use of in-network providers, is not well-understood. Although out-of-network healthcare utilization can have negative financial consequences for patients in narrow network Affordable Care Act plans, individuals with time-sensitive medical conditions, and especially patients visiting the emergency department, may not think about out-of-network issues. Inappropriate or avoidable emergency department visits can also create unnecessary costs for patients.

objectiveTo evaluate the impact of 5 messaging strategies to educate individuals about the use of in-network providers and when care should be sought in the emergency department, urgent care center, or other sites of care.

methodsUsing a retrospective analysis, individuals aged ≥18 years who were enrolled in an individually purchased Affordable Care Act-compliant Humana plan as of July 1, 2015, were randomized to 1 of 5 messaging arms (e-mail, magnet mailer with or without e-mail, and key-tag mailer with or without e-mail) or to a control group. The outreach was implemented and evaluated in 2 distinct, geographically defined populations of Orlando, Palm Beach, and Tampa, Florida (Population 1); and Atlanta, Georgia, and San Antonio and Austin, Texas (Population 2). The relative number of each emergency department, urgent care, and out-of-network visits during follow-up was modeled using negative binomial regression. Cox proportional hazard models were used to calculate the risk for ≥1 of each visit type (assessed separately) and high emergency department utilization (defined as ≥3 visits during follow-up) relative to the control, while accounting for variable follow-up time.

resultsThe relative numbers of each visit type assessed were not significantly different for any message group compared with the control in either population. The risk for an emergency department visit was 4% lower in the e-mail arm of Population 2 (hazard ratio [HR], 0.96; 95% confidence interval [CI], 0.94-0.99;

conclusionDespite the mixed results, the study provides new insights into how different messaging strategies could be used to educate patients and influence healthcare utilization decisions by people with health insurance.

Indexed as

care-seeking behavioremergency departmentemergent carein-network providersmessaging strategiesout-of-network providersurgent care

Identifiers

PMID29915641
PMCPMC5973246
OpenAlexW2799523914

What OpenQuestion holds

Textmetadata
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.