Evidence map›Paper›PMID 22417314›Full record

ArticleHealth services research2012

Impacts of rising health care costs on families with employment-based private insurance: a national analysis with state fixed effects.

Hao Yu, Andrew W Dick

Abstract read
In one paragraph

Article in Health services research, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Postoperative MR imaging surveillance of pediatric craniopharyngioma: new institutional guidelines.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2021
    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

2 authors.

Hao YuRAND Corporation, 4570 Fifth Avenue, Pittsburgh, PA 15213, USA. hao_yu@rand.org
Andrew W Dick

Funding

Capitation Adjustment for Children with Special Health Care NeedsR01HS016742 · AHRQ · RAND CORPORATION · PI YU, HAO · 2007 to 2008
$560k
AHRQ HHS 1 R01 HS016742AHRQ HHS R01 HS016742PHS HHS R40MC11281
6 · The paper itself

Abstract

backgroundGiven the rapid growth of health care costs, some experts were concerned with erosion of employment-based private insurance (EBPI). This empirical analysis aims to quantify the concern.

methodsUsing the National Health Account, we generated a cost index to represent state-level annual cost growth. We merged it with the 1996-2003 Medical Expenditure Panel Survey. The unit of analysis is the family. We conducted both bivariate and multivariate logistic analyses.

resultsThe bivariate analysis found a significant inverse association between the cost index and the proportion of families receiving an offer of EBPI. The multivariate analysis showed that the cost index was significantly negatively associated with the likelihood of receiving an EBPI offer for the entire sample and for families in the first, second, and third quartiles of income distribution. The cost index was also significantly negatively associated with the proportion of families with EBPI for the entire year for each family member (EBPI-EYEM). The multivariate analysis confirmed significance of the relationship for the entire sample, and for families in the second and third quartiles of income distribution. Among the families with EBPI-EYEM, there was a positive relationship between the cost index and this group's likelihood of having out-of-pocket expenditures exceeding 10 percent of family income. The multivariate analysis confirmed significance of the relationship for the entire group and for families in the second and third quartiles of income distribution.

conclusionsRising health costs reduce EBPI availability and enrollment, and the financial protection provided by it, especially for middle-class families.

Indexed as

FamilyFinancing, PersonalHealth Benefit Plans, EmployeeHealth Care CostsHumansIncomeLogistic ModelsMultivariate AnalysisUnited States

Identifiers

PMID22417314
PMCPMC3513616

What OpenQuestion holds

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Registered trials

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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.