Literature DB >> 23047130

Patient complexity and risk factor control among multimorbid patients with type 2 diabetes: results from the R2D2C2 study.

Shaista Malik1, John Billimek, Sheldon Greenfield, Dara H Sorkin, Quyen Ngo-Metzger, Sherrie H Kaplan.   

Abstract

BACKGROUND: Among patients with type 2 diabetes, it is not known whether risk factor control is better or worse for those who also have heart disease, depression, multiple other comorbidities, and associated management challenges.
OBJECTIVE: To examine the relationship between this complex constellation of multimorbidities, adherence to treatment and risk factor control among patients with type 2 diabetes, independent of regimen intensity. RESEARCH
DESIGN: Observational cross-sectional study.
SUBJECTS: A total of 1314 patients with diabetes from the Reducing Racial Disparities in Diabetes Coached Care (R2D2C2) Study. MEASURES: A composite cardiometabolic risk factor profile was the dependent variable. Independent variables included a composite measure of patient complexity, patient-reported adherence to treatment, history of coronary heart disease (CHD), and intensity of medication regimen.
RESULTS: A higher proportion of the most complex patient-reported problems with adherence compared with the least complex patients (83.5% vs. 43.3%, P<0.001). Compared with those without a history of CHD, fewer patients with CHD-reported problems with medication adherence (59.3% vs. 69.3%, P<0.01) and had better risk factor control, independent of complexity and regimen intensity. Better risk factor control was independently associated with less patient complexity (P=0.003) and to history of CHD (P=0.01).
CONCLUSIONS: The presence of a complex illness profile was associated with poorer control of risk factors. Those with CHD were more adherent to treatment and had better risk factor control. The occurrence of CHD may present an opportunity for physicians to emphasize risk factor management. Diabetes patients with a complex illness profile may be at highest risk for cardiovascular events and in greatest need of prevention of cardiac disease. TRIAL REGISTRATION: Clinicaltrial.gov identifier: NCT01123239.

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Year:  2013        PMID: 23047130      PMCID: PMC3552007          DOI: 10.1097/MLR.0b013e318273119b

Source DB:  PubMed          Journal:  Med Care        ISSN: 0025-7079            Impact factor:   2.983


  33 in total

1.  The care of older persons with diabetes mellitus: families and primary care physicians.

Authors:  R A Silliman; S Bhatti; A Khan; K A Dukes; L M Sullivan
Journal:  J Am Geriatr Soc       Date:  1996-11       Impact factor: 5.562

2.  Comparison of methods for the scoring and statistical analysis of SF-36 health profile and summary measures: summary of results from the Medical Outcomes Study.

Authors:  J E Ware; M Kosinski; M S Bayliss; C A McHorney; W H Rogers; A Raczek
Journal:  Med Care       Date:  1995-04       Impact factor: 2.983

3.  Comorbidity and glycemic control in patients with type 2 diabetes.

Authors:  I M El-Kebbi; D C Ziemer; C B Cook; C D Miller; D L Gallina; L S Phillips
Journal:  Arch Intern Med       Date:  2001-05-28

4.  The implications of therapeutic complexity on adherence to cardiovascular medications.

Authors:  Niteesh K Choudhry; Michael A Fischer; Jerry Avorn; Joshua N Liberman; Sebastian Schneeweiss; Juliana Pakes; Troyen A Brennan; William H Shrank
Journal:  Arch Intern Med       Date:  2011-05-09

5.  The significance of depression in older patients after myocardial infarction.

Authors:  Jeanine Romanelli; James A Fauerbach; David E Bush; Roy C Ziegelstein
Journal:  J Am Geriatr Soc       Date:  2002-05       Impact factor: 5.562

Review 6.  The uses of outcomes research for medical effectiveness, quality of care, and reimbursement in type II diabetes.

Authors:  S Greenfield; S H Kaplan; R A Silliman; L Sullivan; W Manning; R D'Agostino; D E Singer; D M Nathan
Journal:  Diabetes Care       Date:  1994-06       Impact factor: 19.112

7.  Long-term persistence in use of statin therapy in elderly patients.

Authors:  Joshua S Benner; Robert J Glynn; Helen Mogun; Peter J Neumann; Milton C Weinstein; Jerry Avorn
Journal:  JAMA       Date:  2002 Jul 24-31       Impact factor: 56.272

8.  Multifactorial intervention and cardiovascular disease in patients with type 2 diabetes.

Authors:  Peter Gaede; Pernille Vedel; Nicolai Larsen; Gunnar V H Jensen; Hans-Henrik Parving; Oluf Pedersen
Journal:  N Engl J Med       Date:  2003-01-30       Impact factor: 91.245

9.  Development and testing of a new measure of case mix for use in office practice.

Authors:  S Greenfield; L Sullivan; K A Dukes; R Silliman; R D'Agostino; S H Kaplan
Journal:  Med Care       Date:  1995-04       Impact factor: 2.983

10.  Antecedents of adherence to medical recommendations: results from the Medical Outcomes Study.

Authors:  C D Sherbourne; R D Hays; L Ordway; M R DiMatteo; R L Kravitz
Journal:  J Behav Med       Date:  1992-10
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  9 in total

Review 1.  Improving Medication Adherence in Coronary Heart Disease.

Authors:  Leah L Zullig; Katherine Ramos; Hayden B Bosworth
Journal:  Curr Cardiol Rep       Date:  2017-09-22       Impact factor: 2.931

2.  Understanding disparities in lipid management among patients with type 2 diabetes: gender differences in medication nonadherence after treatment intensification.

Authors:  John Billimek; Shaista Malik; Dara H Sorkin; Priel Schmalbach; Quyen Ngo-Metzger; Sheldon Greenfield; Sherrie H Kaplan
Journal:  Womens Health Issues       Date:  2014-11-22

Review 3.  Definition of patient complexity in adults: A narrative review.

Authors:  Stefanie Nicolaus; Baptiste Crelier; Jacques D Donzé; Carole E Aubert
Journal:  J Multimorb Comorb       Date:  2022-02-25

4.  Exercise electrocardiogram testing in two brothers with different outcome - a case study exercise testing in master cyclists.

Authors:  Christoph Alexander Rüst; Beat Knechtle; Thomas Rosemann
Journal:  Int J Gen Med       Date:  2013-06-17

5.  Designing and evaluating an interprofessional shared decision-making and goal-setting decision aid for patients with diabetes in clinical care--systematic decision aid development and study protocol.

Authors:  Catherine H Yu; Dawn Stacey; Joanna Sale; Susan Hall; David M Kaplan; Noah Ivers; Jeremy Rezmovitz; Fok-Han Leung; Baiju R Shah; Sharon E Straus
Journal:  Implement Sci       Date:  2014-01-22       Impact factor: 7.327

6.  Exploring the experiences of older Chinese adults with comorbidities including diabetes: surmounting these challenges in order to live a normal life.

Authors:  Hsiu-Yu Ho; Mei-Hui Chen; Meei-Fang Lou
Journal:  Patient Prefer Adherence       Date:  2018-01-30       Impact factor: 2.711

7.  Concordance between two methods in measuring treatment adherence in patients with type 2 diabetes.

Authors:  Flora López-Simarro; Carlos Brotons; Irene Moral; Alba Aguado-Jodar; Cèlia Cols-Sagarra; Sònia Miravet-Jiménez
Journal:  Patient Prefer Adherence       Date:  2016-05-04       Impact factor: 2.711

8.  Knowledge of chronic complications of diabetes among persons living with type 2 diabetes mellitus in northern Ghana.

Authors:  Richard Adongo Afaya; Victoria Bam; Thomas Bavo Azongo; Agani Afaya
Journal:  PLoS One       Date:  2020-10-28       Impact factor: 3.240

9.  Risk factor control across the spectrum of cardiovascular risk: Findings from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL).

Authors:  Fatima Rodriguez; Un Jung Lee; Nicholas Barone; Katrina Swett; Lenny Lopez; Susan Cheng; Martha L Daviglus; David B Hanna; Rebeca A Espinoza Giacinto; William Arguelles; Jianwen Cai; Gregory A Talavera; Carlos J Rodriguez
Journal:  Am J Prev Cardiol       Date:  2021-01-13
  9 in total

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