Skip to main content
Top
Published in: Implementation Science 1/2010

Open Access 01-12-2010 | Research article

Multiple uncontrolled conditions and blood pressure medication intensification: an observational study

Authors: Amanda H Salanitro, Ellen Funkhouser, Bonita S Agee, Jeroan J Allison, Jewell H Halanych, Thomas K Houston, Mark S Litaker, Deborah A Levine, Monika M Safford

Published in: Implementation Science | Issue 1/2010

Login to get access

Abstract

Background

Multiple uncontrolled medical conditions may act as competing demands for clinical decision making. We hypothesized that multiple uncontrolled cardiovascular risk factors would decrease blood pressure (BP) medication intensification among uncontrolled hypertensive patients.

Methods

We observed 946 encounters at two VA primary care clinics from May through August 2006. After each encounter, clinicians recorded BP medication intensification (BP medication was added or titrated). Demographic, clinical, and laboratory information were collected from the medical record. We examined BP medication intensification by presence and control of diabetes and/or hyperlipidemia. 'Uncontrolled' was defined as hemoglobin A1c ≥ for diabetes, BP ≥ 140/90 mmHg (≥ 130/80 mmHg if diabetes present) for hypertension, and low density lipoprotein cholesterol (LDL-c) ≥ 130 mg/dl (≥ 100 mg/dl if diabetes present) for hyperlipidemia. Hierarchical regression models accounted for patient clustering and adjusted medication intensification for age, systolic BP, and number of medications.

Results

Among 387 patients with uncontrolled hypertension, 51.4% had diabetes (25.3% were uncontrolled) and 73.4% had hyperlipidemia (22.7% were uncontrolled). The BP medication intensification rate was 34.9% overall, but higher in individuals with uncontrolled diabetes and uncontrolled hyperlipidemia: 52.8% overall and 70.6% if systolic BP ≥ 10 mmHg above goal. Intensification rates were lowest if diabetes or hyperlipidemia were controlled, lower than if diabetes or hyperlipidemia were not present. Multivariable adjustment yielded similar results.

Conclusions

The presence of uncontrolled diabetes and hyperlipidemia was associated with more guideline-concordant hypertension care, particularly if BP was far from goal. Efforts to understand and improve BP medication intensification in patients with controlled diabetes and/or hyperlipidemia are warranted.
Appendix
Available only for authorised users
Literature
1.
go back to reference Tinetti ME, Bogardus ST, Agostini JV: Potential pitfalls of disease-specific guidelines for patients with multiple conditions. N Engl J Med. 2004, 351: 2870-2874. 10.1056/NEJMsb042458.CrossRefPubMed Tinetti ME, Bogardus ST, Agostini JV: Potential pitfalls of disease-specific guidelines for patients with multiple conditions. N Engl J Med. 2004, 351: 2870-2874. 10.1056/NEJMsb042458.CrossRefPubMed
2.
go back to reference Boyd CM, Darer J, Boult C, Fried LP, Boult L, Wu AW: Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance. JAMA. 2005, 294: 716-724. 10.1001/jama.294.6.716.CrossRefPubMed Boyd CM, Darer J, Boult C, Fried LP, Boult L, Wu AW: Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance. JAMA. 2005, 294: 716-724. 10.1001/jama.294.6.716.CrossRefPubMed
3.
go back to reference Safford MM, Allison JJ, Kiefe CI: Patient Complexity: More Than Comorbidity. The Vector Model of Complexity. Journal of General Internal Medicine. 2007, 22: Safford MM, Allison JJ, Kiefe CI: Patient Complexity: More Than Comorbidity. The Vector Model of Complexity. Journal of General Internal Medicine. 2007, 22:
4.
go back to reference Berlowitz DR, Ash AS, Hickey EC, Friedman RH, Glickman M, Kader B, Moskowitz MA: Inadequate management of blood pressure in a hypertensive population. New England Journal of Medicine. 1998, 339: 1957-1963. 10.1056/NEJM199812313392701.CrossRefPubMed Berlowitz DR, Ash AS, Hickey EC, Friedman RH, Glickman M, Kader B, Moskowitz MA: Inadequate management of blood pressure in a hypertensive population. New England Journal of Medicine. 1998, 339: 1957-1963. 10.1056/NEJM199812313392701.CrossRefPubMed
5.
go back to reference Grant R: Comparison of Hyperglycemia, Hypertension, and Hypercholesterolemia Management in Patients with Type 2 Diabetes. The American Journal of Medicine. 2002, 112: 603-609. 10.1016/S0002-9343(02)01103-8.CrossRefPubMed Grant R: Comparison of Hyperglycemia, Hypertension, and Hypercholesterolemia Management in Patients with Type 2 Diabetes. The American Journal of Medicine. 2002, 112: 603-609. 10.1016/S0002-9343(02)01103-8.CrossRefPubMed
6.
go back to reference Grant RW, Buse JB, Meigs JB: Quality of diabetes care in U.S. academic medical centers: low rates of medical regimen change. Diabetes Care. 2005, 28: 337-442. 10.2337/diacare.28.2.337.CrossRefPubMedPubMedCentral Grant RW, Buse JB, Meigs JB: Quality of diabetes care in U.S. academic medical centers: low rates of medical regimen change. Diabetes Care. 2005, 28: 337-442. 10.2337/diacare.28.2.337.CrossRefPubMedPubMedCentral
7.
go back to reference Grant RW, Cagliero E, Dubey AK, Gildesgame C, Chueh HC, Barry MJ, Singer DE, Nathan DM, Meigs JB: Clinical inertia in the management of Type 2 diabetes metabolic risk factors. Diabet Med. 2004, 21: 150-155. 10.1111/j.1464-5491.2004.01095.x.CrossRefPubMed Grant RW, Cagliero E, Dubey AK, Gildesgame C, Chueh HC, Barry MJ, Singer DE, Nathan DM, Meigs JB: Clinical inertia in the management of Type 2 diabetes metabolic risk factors. Diabet Med. 2004, 21: 150-155. 10.1111/j.1464-5491.2004.01095.x.CrossRefPubMed
8.
go back to reference Bertoni AG, Clark JM, Feeney P, Yanovski SZ, Bantle J, Montgomery B, Safford MM, Herman WH, Haffner S: Suboptimal control of glycemia, blood pressure, and LDL cholesterol in overweight adults with diabetes: the Look AHEAD Study. J Diabetes Complications. 2008, 22: 1-9. 10.1016/j.jdiacomp.2006.10.003.CrossRefPubMed Bertoni AG, Clark JM, Feeney P, Yanovski SZ, Bantle J, Montgomery B, Safford MM, Herman WH, Haffner S: Suboptimal control of glycemia, blood pressure, and LDL cholesterol in overweight adults with diabetes: the Look AHEAD Study. J Diabetes Complications. 2008, 22: 1-9. 10.1016/j.jdiacomp.2006.10.003.CrossRefPubMed
9.
go back to reference O'Connor P: Commentary--improving diabetes care by combating clinical inertia. Health Serv Res. 2006, 40 (6 Pt 1): 1854-1861. O'Connor P: Commentary--improving diabetes care by combating clinical inertia. Health Serv Res. 2006, 40 (6 Pt 1): 1854-1861.
10.
go back to reference O'Connor PJ: Overcome clinical inertia to control systolic blood pressure. Arch Intern Med. 2003, 163: 2677-2678. 10.1001/archinte.163.22.2677.CrossRefPubMed O'Connor PJ: Overcome clinical inertia to control systolic blood pressure. Arch Intern Med. 2003, 163: 2677-2678. 10.1001/archinte.163.22.2677.CrossRefPubMed
11.
go back to reference Safford MM, Shewchuk R, Qu H, Williams JH, Estrada CA, Ovalle F, Allison JJ: Reasons for not intensifying medications: differentiating 'clinical inertia' from appropriate care. J Gen Intern Med. 2007, 22: 1648-1655. 10.1007/s11606-007-0433-8.CrossRefPubMedPubMedCentral Safford MM, Shewchuk R, Qu H, Williams JH, Estrada CA, Ovalle F, Allison JJ: Reasons for not intensifying medications: differentiating 'clinical inertia' from appropriate care. J Gen Intern Med. 2007, 22: 1648-1655. 10.1007/s11606-007-0433-8.CrossRefPubMedPubMedCentral
12.
go back to reference Miller DR, Safford MM, Pogach LM: Who has diabetes? Best estimates of diabetes prevalence in the Department of Veterans Affairs based on computerized patient data. Diabetes Care. 2004, 27 (Suppl 2): B10-21. 10.2337/diacare.27.suppl_2.B10.CrossRefPubMed Miller DR, Safford MM, Pogach LM: Who has diabetes? Best estimates of diabetes prevalence in the Department of Veterans Affairs based on computerized patient data. Diabetes Care. 2004, 27 (Suppl 2): B10-21. 10.2337/diacare.27.suppl_2.B10.CrossRefPubMed
13.
go back to reference Halanych JH, Safford MM, Keys WC, Person SD, Shikany JM, Kim YI, Centor RM, Allison JJ: Burden of comorbid medical conditions and quality of diabetes care. Diabetes Care. 2007, 30: 2999-3004. 10.2337/dc06-1836.CrossRefPubMed Halanych JH, Safford MM, Keys WC, Person SD, Shikany JM, Kim YI, Centor RM, Allison JJ: Burden of comorbid medical conditions and quality of diabetes care. Diabetes Care. 2007, 30: 2999-3004. 10.2337/dc06-1836.CrossRefPubMed
14.
go back to reference Kerr EA, Heisler M, Krein SL, Kabeto M, Langa KM, Weir D, Piette JD: Beyond comorbidity counts: how do comorbidity type and severity influence diabetes patients' treatment priorities and self-management?. J Gen Intern Med. 2007, 22: 1635-1640. 10.1007/s11606-007-0313-2.CrossRefPubMedPubMedCentral Kerr EA, Heisler M, Krein SL, Kabeto M, Langa KM, Weir D, Piette JD: Beyond comorbidity counts: how do comorbidity type and severity influence diabetes patients' treatment priorities and self-management?. J Gen Intern Med. 2007, 22: 1635-1640. 10.1007/s11606-007-0313-2.CrossRefPubMedPubMedCentral
15.
go back to reference Heisler M, Hogan MM, Hofer TP, Schmittdiel JA, Pladevall M, Kerr EA: When more is not better: treatment intensification among hypertensive patients with poor medication adherence. Circulation. 2008, 117: 2884-2892. 10.1161/CIRCULATIONAHA.107.724104.CrossRefPubMed Heisler M, Hogan MM, Hofer TP, Schmittdiel JA, Pladevall M, Kerr EA: When more is not better: treatment intensification among hypertensive patients with poor medication adherence. Circulation. 2008, 117: 2884-2892. 10.1161/CIRCULATIONAHA.107.724104.CrossRefPubMed
16.
go back to reference Sales AE, Tipton EF, Levine DA, Houston TK, Kim Y, Allison J, Kiefe CI: Are co-morbidities associated with guideline adherence? The MI-Plus study of Medicare patients. J Gen Intern Med. 2009, 24: 1205-1210. 10.1007/s11606-009-1096-4.CrossRefPubMedPubMedCentral Sales AE, Tipton EF, Levine DA, Houston TK, Kim Y, Allison J, Kiefe CI: Are co-morbidities associated with guideline adherence? The MI-Plus study of Medicare patients. J Gen Intern Med. 2009, 24: 1205-1210. 10.1007/s11606-009-1096-4.CrossRefPubMedPubMedCentral
17.
go back to reference Kerr EA, Zikmund-Fisher BJ, Klamerus ML, Subramanian U, Hogan MM, Hofer TP: The role of clinical uncertainty in treatment decisions for diabetic patients with uncontrolled blood pressure. Ann Intern Med. 2008, 148: 717-727.CrossRefPubMed Kerr EA, Zikmund-Fisher BJ, Klamerus ML, Subramanian U, Hogan MM, Hofer TP: The role of clinical uncertainty in treatment decisions for diabetic patients with uncontrolled blood pressure. Ann Intern Med. 2008, 148: 717-727.CrossRefPubMed
18.
go back to reference Gaede P, Vedel P, Larsen N, Jensen GV, Parving HH, Pedersen O: Multifactorial intervention and cardiovascular disease in patients with type 2 diabetes. N Engl J Med. 2003, 348: 383-393. 10.1056/NEJMoa021778.CrossRefPubMed Gaede P, Vedel P, Larsen N, Jensen GV, Parving HH, Pedersen O: Multifactorial intervention and cardiovascular disease in patients with type 2 diabetes. N Engl J Med. 2003, 348: 383-393. 10.1056/NEJMoa021778.CrossRefPubMed
19.
go back to reference Landmark ACCORD Trial Finds Intensive Blood Pressure and Combination Lipid Therapies do not Reduce Combined Cardiovascular Events in Adults with Diabetes. NIH News. 2010 Landmark ACCORD Trial Finds Intensive Blood Pressure and Combination Lipid Therapies do not Reduce Combined Cardiovascular Events in Adults with Diabetes. NIH News. 2010
20.
go back to reference ACCORD Study Group, Cushman WC, Evans GW, Byington RP, Goff DC, Grimm RH, Cutler JA, Simons-Morton DG, Basile JN, Corson MA, Probstfield JL, Katz L, Peterson KA, Friedewald WT, Buse JB, Bigger JT, Gerstein HC, Ismail-Beigi F: Effects of intensive blood-pressure control in type 2 diabetes mellitus. NEJM. 2010, 362 (17): 1575-85. 10.1056/NEJMoa1001286. Epub 2010 Mar 14CrossRef ACCORD Study Group, Cushman WC, Evans GW, Byington RP, Goff DC, Grimm RH, Cutler JA, Simons-Morton DG, Basile JN, Corson MA, Probstfield JL, Katz L, Peterson KA, Friedewald WT, Buse JB, Bigger JT, Gerstein HC, Ismail-Beigi F: Effects of intensive blood-pressure control in type 2 diabetes mellitus. NEJM. 2010, 362 (17): 1575-85. 10.1056/NEJMoa1001286. Epub 2010 Mar 14CrossRef
21.
go back to reference Pearson TA: The undertreatment of LDL-cholesterol: addressing the challenge. Int J Cardiol. 2000, 74 (Suppl 1): S23-28. 10.1016/S0167-5273(99)00108-4.CrossRefPubMed Pearson TA: The undertreatment of LDL-cholesterol: addressing the challenge. Int J Cardiol. 2000, 74 (Suppl 1): S23-28. 10.1016/S0167-5273(99)00108-4.CrossRefPubMed
22.
go back to reference Rodondi N, Peng T, Karter AJ, Bauer DC, Vittinghoff E, Tang S, Pettitt D, Kerr EA, Selby JV: Therapy modifications in response to poorly controlled hypertension, dyslipidemia, and diabetes mellitus. Ann Intern Med. 2006, 144: 475-484.CrossRefPubMedPubMedCentral Rodondi N, Peng T, Karter AJ, Bauer DC, Vittinghoff E, Tang S, Pettitt D, Kerr EA, Selby JV: Therapy modifications in response to poorly controlled hypertension, dyslipidemia, and diabetes mellitus. Ann Intern Med. 2006, 144: 475-484.CrossRefPubMedPubMedCentral
Metadata
Title
Multiple uncontrolled conditions and blood pressure medication intensification: an observational study
Authors
Amanda H Salanitro
Ellen Funkhouser
Bonita S Agee
Jeroan J Allison
Jewell H Halanych
Thomas K Houston
Mark S Litaker
Deborah A Levine
Monika M Safford
Publication date
01-12-2010
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2010
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-5-55

Other articles of this Issue 1/2010

Implementation Science 1/2010 Go to the issue