Evidence map›Paper›PMID 31213468›Full record

ArticleDiabetes care2019

Association of Anxiety With High-Cost Health Care Use Among Individuals With Type 2 Diabetes.

Esti Iturralde, Felicia W Chi, Richard W Grant, Constance Weisner, Lucas Van Dyke, Alix Pruzansky, Sandy Bui, Philip Madvig, Robert Pearl, Stacy A Sterling

Open access · bronzeAbstract read
In one paragraph

Article in Diabetes care, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
2.1field-weighted citation impact, top 12% 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

15 citing papers in PubMed, 24 citations in OpenAlex.

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  9. "We Need Health for All": Mental Health and Barriers to Care among Latinxs in California and Connecticut.International journal of environmental research and public health · 2022
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 2 institutions in 1 country.

Esti IturraldeDivision of Research, Kaiser Permanente Northern California, Oakland, CA estibaliz.m.iturralde@kp.org.ORCID 0000-0001-6837-4998
Felicia W ChiDivision of Research, Kaiser Permanente Northern California, Oakland, CA.
Richard W GrantDivision of Research, Kaiser Permanente Northern California, Oakland, CA.ORCID 0000-0002-6164-8025
Constance WeisnerDivision of Research, Kaiser Permanente Northern California, Oakland, CA.
Lucas Van DykeThe Permanente Medical Group, Oakland, CA.
Alix PruzanskyThe Permanente Medical Group, Oakland, CA.
Sandy BuiThe Permanente Medical Group, Oakland, CA.
Philip MadvigThe Permanente Medical Group, Oakland, CA.
Robert PearlThe Permanente Medical Group, Oakland, CA.
Stacy A SterlingDivision of Research, Kaiser Permanente Northern California, Oakland, CA.
Colorado Permanente Medical Group · USKaiser Permanente · US

Funding

Mentored Research to Improve Care for Complex Patients with DiabetesK24DK109114 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI GRANT, RICHARD W · 2016 to 2020
$914k
NIDDK NIH HHS K24 DK109114
6 · The paper itself

Abstract

objectivePeople with type 2 diabetes vary greatly in their use of high-cost health care resources. We examined the association of anxiety with high-cost use after accounting for depression and medical comorbidity. RESEARCH DESIGN AND

methodsUsing electronic health record data, we assessed past anxiety diagnosis, health care use and costs, demographics, comorbidities, and diabetes control status and complications during 2008-2012 for 143,573 adult members of an integrated health care system with type 2 diabetes. Multivariable regression models estimated associations between anxiety and emergency department (ED) use, total hospitalization costs, and high-cost status (i.e., incurring total health care costs in the top 20% among all system members).

resultsDuring 2008-2011, 12.9% of participants received a diagnosis of anxiety, of whom 52.9% also had received a depression diagnosis. After adjustment for covariates including depression, anxiety was positively related to the number of ED visits in 2012 (incidence rate ratio 1.27; 95% CI 1.21, 1.34), the likelihood of visiting the ED on a chronic, frequent basis during 2010-2012 (odds ratio 2.55; 95% CI 1.90, 3.44), and high-cost status in 2012 (odds ratio 1.29; 95% CI 1.23, 1.36), but anxiety was not related to total hospitalization costs in 2012 (relative cost ratio 1.06; 95% CI 0.94, 1.21;

conclusionsAnxiety is highly comorbid with depression among individuals with type 2 diabetes and is independently associated with high-cost resource use. Strategies to improve anxiety management among people with diabetes hold the potential to also reduce health care costs.

Indexed as

AdultAgedAged, 80 and overAnxietyComorbidityDepressionDiabetes Mellitus, Type 2Emergency Service, HospitalFemaleHealth Care CostsHealth ResourcesHospital CostsHospitalizationHumansMaleMiddle Aged

Identifiers

PMID31213468
PMCPMC7210006
OpenAlexW2952426462

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.