Evidence map›Paper›PMID 27166411›Full record

ArticleInquiry : a journal of medical care organization, provision and financing2016

Health Expenditure Concentration and Characteristics of High-Cost Enrollees in CHIP.

Bisakha Sen, Justin Blackburn, Monica S Aswani, Michael A Morrisey, David J Becker, Meredith L Kilgore, Cathy Caldwell, Chris Sellers, Nir Menachemi

Open access · goldAbstract read
In one paragraph

Article in Inquiry : a journal of medical care organization, provision and financing, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
6.3field-weighted citation impact, top 4% 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

4 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
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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

9 authors at 4 institutions in 1 country.

Bisakha SenUniversity of Alabama at Birmingham, USA bsen@uab.edu.
Justin BlackburnUniversity of Alabama at Birmingham, USA.
Monica S AswaniUniversity of Alabama at Birmingham, USA.
Michael A MorriseyTexas A&M University, College Station, USA.
David J BeckerUniversity of Alabama at Birmingham, USA.
Meredith L KilgoreUniversity of Alabama at Birmingham, USA.
Cathy CaldwellAlabama Department of Public Health, Montgomery, USA.
Chris SellersAlabama Department of Public Health, Montgomery, USA.
Nir MenachemiIndiana University-Purdue University Indianapolis, USA.
University of Alabama at Birmingham · USAlabama Department of Public Health · USIndiana University – Purdue University Indianapolis · USTexas A&M University · US

Funding

UAB Health Services Research (HSR) Training ProgramT32HS013852 · AHRQ · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI LEVITAN, EMILY B, MUGAVERO, MICHAEL J · 2003 to 2024
$8.0M
UAB K12 in Patient Centered Outcomes ResearchK12HS023009 · AHRQ · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI SAAG, KENNETH G · 2014 to 2018
$4.0M
AHRQ HHS HS013852AHRQ HHS K12 HS023009AHRQ HHS T32 HS013852
6 · The paper itself

Abstract

Devising effective cost-containment strategies in public insurance programs requires understanding the distribution of health care spending and characteristics of high-cost enrollees. The aim was to characterize high-cost enrollees in a state's public insurance program and determine whether expenditure inequality changes over time, or with changes in cost-sharing policies or program eligibility. We use 1999-2011 claims and enrollment data from the Alabama Children's Health Insurance Program, ALL Kids. All children enrolled in ALL Kids were included in our study, including multiple years of enrollment (N = 1,031,600 enrollee-months). We examine the distribution of costs over time, whether this distribution changes after increases in cost sharing and expanded eligibility, patient characteristics that predict high-cost status, and examine health services used by high-cost children to identify what is preventable. The top 10% (1%) of enrollees account for about 65.5% (24.7%) of total program costs. Inpatient and outpatient costs are the largest components of costs incurred by high-cost utilizers. Non-urgent emergency department costs are a relatively small portion. Average expenditure increases over time, particularly after expanded eligibility, and the share of costs incurred by the top 10% and 1% increases slightly. Multivariable logistic regression results indicate that infants and older teens, Caucasian children, and those with chronic conditions are more likely to be high-cost utilizers. Increased cost sharing does not reduce cost concentration or average expenditure among high-cost utilizers. These findings suggest that identifying and targeting potentially preventable costs among high-cost utilizers are called for to help reduce costs in public insurance programs.

Indexed as

AdolescentAlabamaChildChild, PreschoolChronic DiseaseCost SharingEligibility DeterminationFemaleHealth ExpendituresHumansInfantInfant, NewbornMalePatient Acceptance of Health CareResidence CharacteristicsSocioeconomic FactorschildrenCHIPcost concentrationhigh costpublic insurance

Identifiers

PMID27166411
PMCPMC5798702
OpenAlexW2380594038

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.