Missed opportunities in diabetes management: a longitudinal assessment of factors associated with sub-optimal quality
- PMID: 18787908
- PMCID: PMC2585658
- DOI: 10.1007/s11606-008-0757-z
Missed opportunities in diabetes management: a longitudinal assessment of factors associated with sub-optimal quality
Abstract
Background: In diabetic adults, tight control of risk factors reduces complications.
Objective: To determine whether failure to make visits, monitor risk factors, or intensify therapy affects control of blood pressure, glucose, and lipids.
Design: A non-concurrent, prospective study of data from electronic files and standardized abstraction of hard-copy medical records for the period 1/1/1999-12/31/2001.
Participants: Three hundred eighty-three adults with diabetes managed in an academically affiliated managed care program.
Measurements: Main exposure variable: Intensification of therapy or failure to intensify, reckoned on a quarterly basis.
Main outcome measure: Hemoglobin A1c (A1c), systolic blood pressure (SBP), and LDL-cholesterol at the end of the interval.
Results: In this visit-adherent cohort, control of glycemia and lipids showed improvement over 24 months, but many patients did not achieve targets. Only those with the worst blood pressure control (SBP >or=160 mmHg) showed any improvement over 2 years. Failure to intensify treatment in patients who kept visits was the single strongest predictor of sub-optimal control. Compared to their counterparts with no failures of intensification, patients with failures in >or=3 quarters showed markedly worse control of blood glucose (A1c 1.4% higher: 95% CI: 0.7, 2.1); hypertension (SBP 22.2 mmHg higher: 95% CI: 16.6, 27.9) and LDL cholesterol (LDL 43.7 mg/dl higher: 95% CI: 24.1, 63.3). These relationships were strong, graded, and independent of socio-demographic factors, baseline risk factor values, and co-morbidities.
Conclusions: Failure to intensify therapy leads to suboptimal control, even with adequate visits and monitoring. Interventions designed to promote appropriate intensification should enhance diabetes care in primary practice.
Figures
Similar articles
-
Failure to intensify antihypertensive treatment by primary care providers: a cohort study in adults with diabetes mellitus and hypertension.J Gen Intern Med. 2008 May;23(5):543-50. doi: 10.1007/s11606-008-0507-2. Epub 2008 Jan 25. J Gen Intern Med. 2008. PMID: 18219539 Free PMC article.
-
Factors associated with intensification of oral diabetes medications in primary care provider-patient dyads: a cohort study.Diabetes Care. 2009 Jan;32(1):25-31. doi: 10.2337/dc08-1297. Epub 2008 Oct 17. Diabetes Care. 2009. PMID: 18931096 Free PMC article.
-
A novel approach to quality improvement in a safety-net practice: concurrent peer review visits.J Natl Med Assoc. 2010 Dec;102(12):1231-6. doi: 10.1016/s0027-9684(15)30778-1. J Natl Med Assoc. 2010. PMID: 21287904 Free PMC article. Clinical Trial.
-
Screening for Hypertension in Children and Adolescents: Systematic Review for the U.S. Preventive Services Task Force [Internet].Rockville (MD): Agency for Healthcare Research and Quality (US); 2020 Nov. Report No.: 20-05261-EF-1. Rockville (MD): Agency for Healthcare Research and Quality (US); 2020 Nov. Report No.: 20-05261-EF-1. PMID: 33284560 Free Books & Documents. Review.
-
Effects of pharmacist outpatient interventions on adults with diabetes mellitus: a systematic review.Pharmacotherapy. 2008 Apr;28(4):421-36. doi: 10.1592/phco.28.4.421. Pharmacotherapy. 2008. PMID: 18363526 Review.
Cited by
-
Return to Work: Managing Employee Population Health During the COVID-19 Pandemic.Popul Health Manag. 2021 Feb;24(S1):S3-S15. doi: 10.1089/pop.2020.0261. Epub 2020 Dec 21. Popul Health Manag. 2021. PMID: 33347795 Free PMC article.
-
Consequences of the COVID-19 Pandemic: Reduced Hemoglobin A1c Diabetes Monitoring.Popul Health Manag. 2021 Feb;24(1):8-9. doi: 10.1089/pop.2020.0134. Epub 2020 Jun 29. Popul Health Manag. 2021. PMID: 32603249 Free PMC article. No abstract available.
-
Toward Standardized Monitoring of Patients With Chronic Diseases in Primary Care Using Electronic Medical Records: Systematic Review.JMIR Med Inform. 2019 May 24;7(2):e10879. doi: 10.2196/10879. JMIR Med Inform. 2019. PMID: 31127717 Free PMC article. Review.
-
Patient navigation to improve diabetes outpatient care at a safety-net hospital: a retrospective cohort study.BMC Health Serv Res. 2017 Nov 21;17(1):759. doi: 10.1186/s12913-017-2700-7. BMC Health Serv Res. 2017. PMID: 29162073 Free PMC article.
-
Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients.J Med Syst. 2017 Apr;41(4):53. doi: 10.1007/s10916-017-0700-0. Epub 2017 Feb 18. J Med Syst. 2017. PMID: 28214994
References
-
- {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.2337/diacare.21.7.1138', 'is_inner': False, 'url': 'https://doi.org/10.2337/diacare.21.7.1138'}, {'type': 'PubMed', 'value': '9653609', 'is_inner': True, 'url': 'https://pubmed.ncbi.nlm.nih.gov/9653609/'}]}
- Gu K, Cowie CC, Harris MI. Mortality in adults with and without diabetes in a national cohort of the U.S. population, 1971–1993. Diabetes Care. 1998;21:1138–45. - PubMed
-
- {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1093/aje/kwf111', 'is_inner': False, 'url': 'https://doi.org/10.1093/aje/kwf111'}, {'type': 'PubMed', 'value': '12370159', 'is_inner': True, 'url': 'https://pubmed.ncbi.nlm.nih.gov/12370159/'}]}
- Saydah SH, Eberhardt MS, Loria CM, Brancati FL. Age and the burden of death attributable to diabetes in the United States. Am J Epidemiol. 2002;156:714–9. - PubMed
-
- {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1136/bmj.321.7258.405', 'is_inner': False, 'url': 'https://doi.org/10.1136/bmj.321.7258.405'}, {'type': 'PMC', 'value': 'PMC27454', 'is_inner': False, 'url': 'https://pmc.ncbi.nlm.nih.gov/articles/PMC27454/'}, {'type': 'PubMed', 'value': '10938048', 'is_inner': True, 'url': 'https://pubmed.ncbi.nlm.nih.gov/10938048/'}]}
- Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ. 2000;321:405–12. - PMC - PubMed
-
- {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1136/bmj.321.7258.412', 'is_inner': False, 'url': 'https://doi.org/10.1136/bmj.321.7258.412'}, {'type': 'PMC', 'value': 'PMC27455', 'is_inner': False, 'url': 'https://pmc.ncbi.nlm.nih.gov/articles/PMC27455/'}, {'type': 'PubMed', 'value': '10938049', 'is_inner': True, 'url': 'https://pubmed.ncbi.nlm.nih.gov/10938049/'}]}
- Adler AI, Stratton IM, Neil HA, et al. Association of systolic blood pressure with macrovascular and microvascular complications of type 2 diabetes (UKPDS 36): prospective observational study. BMJ. 2000;321:412–9. - PMC - PubMed
