Evidence map›Paper›PMID 25456821›Full record

ArticleJournal of diabetes and its complications2015

The impact of a patient's concordant and discordant chronic conditions on diabetes care quality measures.

Elizabeth M Magnan, Mari Palta, Heather M Johnson, Christie M Bartels, Jessica R Schumacher, Maureen A Smith

Abstract readComparative Study
In one paragraph

Article in Journal of diabetes and its complications, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
–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

32 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
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  9. Observational
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  14. Clustering of comorbidities.Future healthcare journal · 2021
    Article
  15. Article
  16. Article
  17. Untangling the complexity of multimorbidity with machine learning.Mechanisms of ageing and development · 2020
    Review
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  19. 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

6 authors.

Elizabeth M MagnanHealth Innovation Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Family and Community Medicine, University of California, Davis, Sacramento, CA, USA. Electronic address: elizabeth.magnan@ucdmc.ucdavis.edu.
Mari PaltaDepartment of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
Heather M JohnsonHealth Innovation Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
Christie M BartelsHealth Innovation Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
Jessica R SchumacherHealth Innovation Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
Maureen A SmithHealth Innovation Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA; Department of Family Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.

Funding

Institutional Clinical and Translational Science AwardUL1TR000427 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2012 to 2016
$32.2M
Institutional Clinical and Translational Science AwardKL2TR000428 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2012 to 2016
$6.2M
Guideline Adherence and Short/Long-term Health Outcomes in Patients with DiabetesR01HS018368 · AHRQ · UNIVERSITY OF WISCONSIN-MADISON · PI SMITH, MAUREEN A · 2009 to 2013
$2.3M
Improving Diabetes Quality Reports for Persons with Multiple Chronic ConditionsR21HS021899 · AHRQ · UNIVERSITY OF WISCONSIN-MADISON · PI SMITH, MAUREEN A · 2012 to 2014
$957k
Identifying and Addressing Barriers to Hypertension Control in Young AdultsK23HL112907 · NHLBI · UNIVERSITY OF WISCONSIN-MADISON · PI JOHNSON, HEATHER M · 2012 to 2016
$845k
Impact of Rheumatologist Communication Upon Managing Cardiovascular Risk in RAK23AR062381 · NIAMS · UNIVERSITY OF WISCONSIN-MADISON · PI BARTELS, CHRISTIE MICHELS · 2012 to 2015
$423k
AHRQ HHS R01 HS018368AHRQ HHS R21 HS021899AHRQ HHS R21HS021899NCATS NIH HHS KL2 TR000428NCATS NIH HHS UL1 TR000427NCATS NIH HHS UL1TR000427NHLBI NIH HHS K23 HL112907NHLBI NIH HHS K23HL112907NIAMS NIH HHS K23 AR062381NIAMS NIH HHS K23AR062381PHS HHS T32HP10010
6 · The paper itself

Abstract

aimsMost patients with diabetes have comorbid chronic conditions that could support (concordant) or compete with (discordant) diabetes care. We sought to determine the impact of the number of concordant and discordant chronic conditions on diabetes care quality.

methodsLogistic regression analysis of electronic health record data from 7 health systems on 24,430 patients with diabetes aged 18-75 years. Diabetes testing and control quality care goals were the outcome variables. The number of diabetes-concordant and the number of diabetes-discordant conditions were the main explanatory variables. Analysis was adjusted for health care utilization, health system and patient demographics.

resultsA higher number of concordant conditions were associated with higher odds of achieving testing and control goals for all outcomes except blood pressure control. There was no to minimal positive association between the number of discordant conditions and outcomes, except for cholesterol testing which was less likely with 4+ discordant conditions.

conclusionsHaving more concordant conditions makes diabetes care goal achievement more likely. The number of discordant conditions has a smaller, inconsistently significant impact on diabetes goal achievement. Interventions to improve diabetes care need to align with a patient's comorbidities, including the absence of comorbidities, especially concordant comorbidities.

Indexed as

Primary Health CareQuality of Health CareAdolescentAdultAgedChronic DiseaseComorbidityDiabetes ComplicationsDiabetes MellitusElectronic Health RecordsFemaleGlycated HemoglobinHumansHyperglycemiaLogistic ModelsMaleGlycated Hemoglobinhemoglobin A1c protein, humanComorbidityDiabetesMultimorbidityMultiple chronic conditionsOutcomesQuality

Identifiers

PMID25456821
PMCPMC4333015

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.