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Tobacco use and health insurance literacy among vulnerable populations: implications for health reform

Overview of attention for article published in BMC Health Services Research, November 2017
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Title
Tobacco use and health insurance literacy among vulnerable populations: implications for health reform
Published in
BMC Health Services Research, November 2017
DOI 10.1186/s12913-017-2680-7
Pubmed ID
Authors

Robert T. Braun, Yaniv Hanoch, Andrew J. Barnes

Abstract

Under the Affordable Care Act (ACA), millions of Americans have been enrolling in the health insurance marketplaces. Nearly 20% of them are tobacco users. As part of the ACA, tobacco users may face up to 50% higher premiums that are not eligible for tax credits. Tobacco users, along with the uninsured and racial/ethnic minorities targeted by ACA coverage expansions, are among those most likely to suffer from low health literacy - a key ingredient in the ability to understand, compare, choose, and use coverage, referred to as health insurance literacy. Whether tobacco users choose enough coverage in the marketplaces given their expected health care needs and are able to access health care services effectively is fundamentally related to understanding health insurance. However, no studies to date have examined this important relationship. Data were collected from 631 lower-income, minority, rural residents of Virginia. Health insurance literacy was assessed by asking four factual questions about the coverage options presented to them. Adjusted associations between tobacco use and health insurance literacy were tested using multivariate linear regression, controlling for numeracy, risk-taking, discount rates, health status, experiences with the health care system, and demographics. Nearly one third (31%) of participants were current tobacco users, 80% were African American and 27% were uninsured. Average health insurance literacy across all participants was 2.0 (SD 1.1) out of a total possible score of 4. Current tobacco users had significantly lower HIL compared to non-users (-0.22, p < 0.05) after adjustment. Participants who were less educated, African American, and less numerate reported more difficulty understanding health insurance (p < 0.05 each.) CONCLUSIONS: Tobacco users face higher premiums for health coverage than non-users in the individual insurance marketplace. Our results suggest they may be less equipped to shop for plans that provide them with adequate out-of-pocket risk protection, thus placing greater financial burdens on them and potentially limiting access to tobacco cessation and treatment programs and other needed health services.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 79 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 79 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 15 19%
Researcher 8 10%
Student > Ph. D. Student 7 9%
Student > Bachelor 6 8%
Student > Doctoral Student 5 6%
Other 10 13%
Unknown 28 35%
Readers by discipline Count As %
Nursing and Health Professions 12 15%
Social Sciences 10 13%
Economics, Econometrics and Finance 5 6%
Medicine and Dentistry 4 5%
Business, Management and Accounting 2 3%
Other 10 13%
Unknown 36 46%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 03 July 2018.
All research outputs
#19,959,866
of 25,394,081 outputs
Outputs from BMC Health Services Research
#7,200
of 8,648 outputs
Outputs of similar age
#245,074
of 335,865 outputs
Outputs of similar age from BMC Health Services Research
#97
of 107 outputs
Altmetric has tracked 25,394,081 research outputs across all sources so far. This one is in the 18th percentile – i.e., 18% of other outputs scored the same or lower than it.
So far Altmetric has tracked 8,648 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 8.2. This one is in the 14th percentile – i.e., 14% of its peers scored the same or lower than it.
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We're also able to compare this research output to 107 others from the same source and published within six weeks on either side of this one. This one is in the 9th percentile – i.e., 9% of its contemporaries scored the same or lower than it.