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Published in: BMC Health Services Research 1/2009

Open Access 01-12-2009 | Research article

Documentation of body mass index and control of associated risk factors in a large primary care network

Authors: Stephanie A Rose, Alexander Turchin, Richard W Grant, James B Meigs

Published in: BMC Health Services Research | Issue 1/2009

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Abstract

Background

Body mass index (BMI) will be a reportable health measure in the United States (US) through implementation of Healthcare Effectiveness Data and Information Set (HEDIS) guidelines. We evaluated current documentation of BMI, and documentation and control of associated risk factors by BMI category, based on electronic health records from a 12-clinic primary care network.

Methods

We conducted a cross-sectional analysis of 79,947 active network patients greater than 18 years of age seen between 7/05 - 12/06. We defined BMI category as normal weight (NW, 18-24.9 kg/m2), overweight (OW, 25-29.9), and obese (OB, ≥ 30). We measured documentation (yes/no) and control (above/below) of the following three risk factors: blood pressure (BP) ≤130/≤85 mmHg, low-density lipoprotein (LDL) ≤130 mg/dL (3.367 mmol/L), and fasting glucose <100 mg/dL (5.55 mmol/L) or casual glucose <200 mg/dL (11.1 mmol/L).

Results

BMI was documented in 48,376 patients (61%, range 34-94%), distributed as 30% OB, 34% OW, and 36% NW. Documentation of all three risk factors was higher in obesity (OB = 58%, OW = 54%, NW = 41%, p for trend <0.0001), but control of all three was lower (OB = 44%, OW = 49%, NW = 62%, p = 0.0001). The presence of cardiovascular disease (CVD) or diabetes modified some associations with obesity, and OB patients with CVD or diabetes had low rates of control of all three risk factors (CVD: OB = 49%, OW = 50%, NW = 56%; diabetes: OB = 42%, OW = 47%, NW = 48%, p < 0.0001 for adiposity-CVD or diabetes interaction).

Conclusions

In a large primary care network BMI documentation has been incomplete and for patients with BMI measured, risk factor control has been poorer in obese patients compared with NW, even in those with obesity and CVD or diabetes. Better knowledge of BMI could provide an opportunity for improved quality in obesity care.
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Literature
2.
go back to reference Diabetes Prevention Program Research Group: Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. NEJM. 2002, 346: 393-403. 10.1056/NEJMoa012512.CrossRefPubMedCentral Diabetes Prevention Program Research Group: Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. NEJM. 2002, 346: 393-403. 10.1056/NEJMoa012512.CrossRefPubMedCentral
3.
go back to reference Mehotra C, Naimi T, Serdula M, Bolen J, Pearson K: Arthritis, body mass index, and professional advice to lose weight: implications for clinical medicine and public health. Am J Prev Med. 2004, 27 (1): 16-21. 10.1016/j.amepre.2004.03.007.CrossRef Mehotra C, Naimi T, Serdula M, Bolen J, Pearson K: Arthritis, body mass index, and professional advice to lose weight: implications for clinical medicine and public health. Am J Prev Med. 2004, 27 (1): 16-21. 10.1016/j.amepre.2004.03.007.CrossRef
4.
go back to reference Lopez-Jimenez F, Malinski M, Gutt M, Sierra-Johnson J, Aude Y, Rimawi AA, Mego PA, Thomas RJ, Allison TG, Kirby B, Hughes-Borst B, Somers VK: Recognition, diagnosis, and management of obesity after myocardial infarction. International journal of obesity. 2005, 29: 137-141. 10.1038/sj.ijo.0802831.CrossRefPubMed Lopez-Jimenez F, Malinski M, Gutt M, Sierra-Johnson J, Aude Y, Rimawi AA, Mego PA, Thomas RJ, Allison TG, Kirby B, Hughes-Borst B, Somers VK: Recognition, diagnosis, and management of obesity after myocardial infarction. International journal of obesity. 2005, 29: 137-141. 10.1038/sj.ijo.0802831.CrossRefPubMed
5.
go back to reference Buse J, Ginsberg H, Bakris G, Clark N, Costa F, Eckel R, Fonseca V, Gerstein H, Grundy S, Nesto R, Pignone M, Plutzky J, Porte D, Redberg R, Stitzel K, Stone N: Primary prevention of cardiovascular diseases in people with diabetes mellitus: a scientific statement from the American Heart Association and the American Diabetes Association. Circulation. 2007, 115: 114-126. 10.1161/CIRCULATIONAHA.106.179294.CrossRefPubMed Buse J, Ginsberg H, Bakris G, Clark N, Costa F, Eckel R, Fonseca V, Gerstein H, Grundy S, Nesto R, Pignone M, Plutzky J, Porte D, Redberg R, Stitzel K, Stone N: Primary prevention of cardiovascular diseases in people with diabetes mellitus: a scientific statement from the American Heart Association and the American Diabetes Association. Circulation. 2007, 115: 114-126. 10.1161/CIRCULATIONAHA.106.179294.CrossRefPubMed
6.
go back to reference Anderson J, Kendall C, Jenkins D: Importance of weight management in type 2 diabetes: review with meta-analysis of clinical studies. Journal of the American college of nutrition. 2003, 22 (5): 331-339.CrossRefPubMed Anderson J, Kendall C, Jenkins D: Importance of weight management in type 2 diabetes: review with meta-analysis of clinical studies. Journal of the American college of nutrition. 2003, 22 (5): 331-339.CrossRefPubMed
7.
go back to reference Douketis JD, Feightner JW, Attia J, Feldman WF, Canadian Task Force on Preventive Health Care: Periodic health examination, 1999 update: 1. Detection, prevention and treatment of obesity. CMAJ. 1999, 160 (4). Douketis JD, Feightner JW, Attia J, Feldman WF, Canadian Task Force on Preventive Health Care: Periodic health examination, 1999 update: 1. Detection, prevention and treatment of obesity. CMAJ. 1999, 160 (4).
8.
go back to reference Barlow SE, Dietz WH: Obesity evaluation and treatment: expert committee recommendations. Pediatrics. 1998, 102: e29-10.1542/peds.102.3.e29.CrossRefPubMed Barlow SE, Dietz WH: Obesity evaluation and treatment: expert committee recommendations. Pediatrics. 1998, 102: e29-10.1542/peds.102.3.e29.CrossRefPubMed
9.
go back to reference U.S. Preventive Services Task Force: Screening for obesity in adults: recommendations and rationale. Annals of internal medicine. 2003, 139 (11): 930-932.CrossRef U.S. Preventive Services Task Force: Screening for obesity in adults: recommendations and rationale. Annals of internal medicine. 2003, 139 (11): 930-932.CrossRef
12.
go back to reference Nawaz H, Katz DL: American College of Preventive Medicine practice policy statement weight management counseling of overweight adults. Am J Prev Med. 2001, 21 (1): 73-78. 10.1016/S0749-3797(01)00317-8.CrossRefPubMed Nawaz H, Katz DL: American College of Preventive Medicine practice policy statement weight management counseling of overweight adults. Am J Prev Med. 2001, 21 (1): 73-78. 10.1016/S0749-3797(01)00317-8.CrossRefPubMed
13.
go back to reference Wylie-Rosett J, Albright AA, Apovian C, Clark NG, Delahanty L, Franz MJ, Hoogwerf B, Kulkarni K, Lichtenstein AH, Mayer-Davis E, Mooradian AD, Wheeler M: 2006-2007 American Diabetes Association nutrition recommendations: issues for practice translation. Journal of the American Dietetic Association. 2007, 107 (8): 1296-1304. 10.1016/j.jada.2007.05.009.CrossRefPubMed Wylie-Rosett J, Albright AA, Apovian C, Clark NG, Delahanty L, Franz MJ, Hoogwerf B, Kulkarni K, Lichtenstein AH, Mayer-Davis E, Mooradian AD, Wheeler M: 2006-2007 American Diabetes Association nutrition recommendations: issues for practice translation. Journal of the American Dietetic Association. 2007, 107 (8): 1296-1304. 10.1016/j.jada.2007.05.009.CrossRefPubMed
18.
go back to reference Hivert MF, Grant RW, Shrader P, Meigs JB: Identifying primary care patients at risk for future diabetes and cardiovascular disease using electronic health records. BMC Health Serv Res. 2009, 9: 170-10.1186/1472-6963-9-170.CrossRefPubMedPubMedCentral Hivert MF, Grant RW, Shrader P, Meigs JB: Identifying primary care patients at risk for future diabetes and cardiovascular disease using electronic health records. BMC Health Serv Res. 2009, 9: 170-10.1186/1472-6963-9-170.CrossRefPubMedPubMedCentral
19.
go back to reference Turchin A, Pendergrass ML, Kohane IS: DITTO - A tool for identification of patient cohorts from the text of physician notes in the electronic medical record. Proc AMIA Symp. 2005, 744-8. Turchin A, Pendergrass ML, Kohane IS: DITTO - A tool for identification of patient cohorts from the text of physician notes in the electronic medical record. Proc AMIA Symp. 2005, 744-8.
20.
go back to reference Turchin A, Kolatkar NS, Grant RW, Makhni EC, Pendergrass ML, Einbinder JS: Using regular expressions to abstract blood pressure and treatment intensification information from the text of physician notes. JAMIA. 2006, 13 (6): 691-695.PubMedPubMedCentral Turchin A, Kolatkar NS, Grant RW, Makhni EC, Pendergrass ML, Einbinder JS: Using regular expressions to abstract blood pressure and treatment intensification information from the text of physician notes. JAMIA. 2006, 13 (6): 691-695.PubMedPubMedCentral
24.
go back to reference Meigs JB, Cupples LA, Wilson PW: Parental transmission of type 2 diabetes: the Framingham Offspring Study. Diabetes. 2000, 49 (12): 2201-7. 10.2337/diabetes.49.12.2201.CrossRefPubMed Meigs JB, Cupples LA, Wilson PW: Parental transmission of type 2 diabetes: the Framingham Offspring Study. Diabetes. 2000, 49 (12): 2201-7. 10.2337/diabetes.49.12.2201.CrossRefPubMed
25.
go back to reference DeFaria Yeh D, Freeman MW, Meigs JB, Grant RW: Risk factors for coronary artery disease in patients with elevated high-density lipoprotein cholesterol. American Journal of Cardiology. 2007, 99 (1): 1-4. 10.1016/j.amjcard.2006.07.053.CrossRefPubMed DeFaria Yeh D, Freeman MW, Meigs JB, Grant RW: Risk factors for coronary artery disease in patients with elevated high-density lipoprotein cholesterol. American Journal of Cardiology. 2007, 99 (1): 1-4. 10.1016/j.amjcard.2006.07.053.CrossRefPubMed
26.
go back to reference Grant RW, Cagliero E, Sullivan CM, Dubey AK, Estey GA, Weil EM, Gesmundo J, Nathan DM, Singer DE, Chueh HC, Meigs JB: A controlled trial of population management: diabetes mellitus: putting evidence into practice (DM-PEP). Diabetes Care. 2004, 27 (10): 2299-2305. 10.2337/diacare.27.10.2299.CrossRefPubMed Grant RW, Cagliero E, Sullivan CM, Dubey AK, Estey GA, Weil EM, Gesmundo J, Nathan DM, Singer DE, Chueh HC, Meigs JB: A controlled trial of population management: diabetes mellitus: putting evidence into practice (DM-PEP). Diabetes Care. 2004, 27 (10): 2299-2305. 10.2337/diacare.27.10.2299.CrossRefPubMed
27.
go back to reference Lemay CA, Cashman S, Savageau J, Fletcher K, Kinney R, Long-Middleton E: Underdiagnosis of obesity at a community health center. J Am Board Fam Pract. 2003, 16 (1): 14-21. 10.3122/jabfm.16.1.14.CrossRefPubMed Lemay CA, Cashman S, Savageau J, Fletcher K, Kinney R, Long-Middleton E: Underdiagnosis of obesity at a community health center. J Am Board Fam Pract. 2003, 16 (1): 14-21. 10.3122/jabfm.16.1.14.CrossRefPubMed
28.
go back to reference Rifas-Shiman SL, Forman JP, Lane K, Caspard H, Gillman MW: Diabetes and lipid screening among patients in primary care: a cohort study. BMC health services research. 2008, 8 (25). Rifas-Shiman SL, Forman JP, Lane K, Caspard H, Gillman MW: Diabetes and lipid screening among patients in primary care: a cohort study. BMC health services research. 2008, 8 (25).
29.
go back to reference Molenaar EA, Hwang S, Vasan RS, Grobbee DE, Meigs JB, D'Agostino RB, Levy D, Fox CS: Burden and rates of treatment and control of cardiovascular disease risk factors in obesity: the Framingham heart study. Diabetes care. 2008, 31 (7): 1367-72. 10.2337/dc07-2413.CrossRefPubMedPubMedCentral Molenaar EA, Hwang S, Vasan RS, Grobbee DE, Meigs JB, D'Agostino RB, Levy D, Fox CS: Burden and rates of treatment and control of cardiovascular disease risk factors in obesity: the Framingham heart study. Diabetes care. 2008, 31 (7): 1367-72. 10.2337/dc07-2413.CrossRefPubMedPubMedCentral
30.
go back to reference Melamed OC, Nakar S, Vinker S: Suboptimal identification of obesity by family physicians. Am J Manag Care. 2009, 15 (9): 619-24.PubMed Melamed OC, Nakar S, Vinker S: Suboptimal identification of obesity by family physicians. Am J Manag Care. 2009, 15 (9): 619-24.PubMed
31.
go back to reference Waring ME, Roberts MB, Parker DR, Eaton CB: Documentation and management of overweight and obesity in primary care. J Am Board Fam Med. 2009, 22 (5): 544-52. 10.3122/jabfm.2009.05.080173.CrossRefPubMedPubMedCentral Waring ME, Roberts MB, Parker DR, Eaton CB: Documentation and management of overweight and obesity in primary care. J Am Board Fam Med. 2009, 22 (5): 544-52. 10.3122/jabfm.2009.05.080173.CrossRefPubMedPubMedCentral
32.
go back to reference Bogers RP, Bemelmans WJ, Hoogenveen RT, Boshuizen HC, Woodward M, Knekt P, van Dam RM, Hu FB, Visscher TL, Menotti A, Thorpe RJ, Jamrozik K, Calling S, Strand BH, Shipley MJ, for the BMI-CHD Collaboration Investigators: Association of overweight with increased risk of coronary heart disease partly independent of blood pressure and cholesterol levels: a meta-analysis of 21 cohort studies including more than 300,000 persons. Arch Intern Med. 2007, 167 (16): 1720-8. 10.1001/archinte.167.16.1720.CrossRefPubMed Bogers RP, Bemelmans WJ, Hoogenveen RT, Boshuizen HC, Woodward M, Knekt P, van Dam RM, Hu FB, Visscher TL, Menotti A, Thorpe RJ, Jamrozik K, Calling S, Strand BH, Shipley MJ, for the BMI-CHD Collaboration Investigators: Association of overweight with increased risk of coronary heart disease partly independent of blood pressure and cholesterol levels: a meta-analysis of 21 cohort studies including more than 300,000 persons. Arch Intern Med. 2007, 167 (16): 1720-8. 10.1001/archinte.167.16.1720.CrossRefPubMed
33.
go back to reference Bordowitz R, Morland K, Reich D: The use of an electronic medical record to improve documentation and treatment of obesity. Fam Med. 2007, 39 (4): 274-9.PubMed Bordowitz R, Morland K, Reich D: The use of an electronic medical record to improve documentation and treatment of obesity. Fam Med. 2007, 39 (4): 274-9.PubMed
34.
go back to reference Jackson J, Doescher M, Saver B, Hart L: Trends in professional advice to lose weight among obese adults. J gen intern med. 2005, 20: 814-8. 10.1111/j.1525-1497.2005.0172.x.CrossRefPubMedPubMedCentral Jackson J, Doescher M, Saver B, Hart L: Trends in professional advice to lose weight among obese adults. J gen intern med. 2005, 20: 814-8. 10.1111/j.1525-1497.2005.0172.x.CrossRefPubMedPubMedCentral
Metadata
Title
Documentation of body mass index and control of associated risk factors in a large primary care network
Authors
Stephanie A Rose
Alexander Turchin
Richard W Grant
James B Meigs
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2009
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-9-236

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