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Factors associated with high-utilization in a safety net setting

Overview of attention for article published in BMC Health Services Research, April 2017
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Title
Factors associated with high-utilization in a safety net setting
Published in
BMC Health Services Research, April 2017
DOI 10.1186/s12913-017-2209-0
Pubmed ID
Authors

Julia Bell, Sara Turbow, Maura George, Mohammed K. Ali

Abstract

Patients with frequent hospital readmissions, or high-utilizer patients (HUPs), are a major driver of rising healthcare costs in the United States. This group has a significant burden of medical illness, but less is known about whether or how social determinants of health may drive their increased healthcare use and poor health outcomes. Our study aimed to define the population of HUPs at a large, safety-net hospital system, to understand how these patients differ from patients who are not HUPs, and to analyze how their demographic, medical, and social factors contribute to their healthcare use and mortality rates. For this case-control study, data were collected via retrospective chart review. We included 247 patients admitted three or more times in a single calendar year between 2011 and 2013 and 247 controls with one or two admissions in a single calendar year matched for age, sex, and year of high-utilization. We used multivariable logistic regression models to understand which demographic, clinical, and social factors were associated with HUP status, and if HUP status was independently associated with mortality. The factors that contributed significant odds of being a HUP included having Medicaid (OR 3.34, 95% CI 1.50, 7.44) or Medicare (OR 3.39, 95% CI 1.50, 7.67), having a history of recreational drug use (OR 2.44, 95% 1.36, 4.38), and being homeless (OR 3.73, 95% CI 1.69, 8.23) The mortality rate among HUPs was 22.6% compared to 8.9% among controls (p < 0.0001). These data show that social factors are related to high-utilization in this population. Future efforts to understand and improve the health of this population need to incorporate non-clinical patient factors.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 69 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 69 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 9 13%
Student > Bachelor 9 13%
Student > Master 7 10%
Student > Doctoral Student 6 9%
Other 5 7%
Other 16 23%
Unknown 17 25%
Readers by discipline Count As %
Medicine and Dentistry 21 30%
Nursing and Health Professions 9 13%
Social Sciences 5 7%
Psychology 3 4%
Business, Management and Accounting 2 3%
Other 10 14%
Unknown 19 28%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. 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 21 April 2017.
All research outputs
#13,547,128
of 22,963,381 outputs
Outputs from BMC Health Services Research
#4,677
of 7,689 outputs
Outputs of similar age
#158,361
of 308,964 outputs
Outputs of similar age from BMC Health Services Research
#78
of 134 outputs
Altmetric has tracked 22,963,381 research outputs across all sources so far. This one is in the 39th percentile – i.e., 39% of other outputs scored the same or lower than it.
So far Altmetric has tracked 7,689 research outputs from this source. They typically receive more attention than average, with a mean Attention Score of 7.8. This one is in the 36th percentile – i.e., 36% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 308,964 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 47th percentile – i.e., 47% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 134 others from the same source and published within six weeks on either side of this one. This one is in the 39th percentile – i.e., 39% of its contemporaries scored the same or lower than it.