Skip to main content
Erschienen in: Journal of General Internal Medicine 1/2013

01.01.2013 | Original Research

Factors Associated with Non-Adherence to Three Hypertension Self-Management Behaviors: Preliminary Data for a New Instrument

verfasst von: Matthew J. Crowley, MD, Janet M. Grubber, MSPH, Maren K. Olsen, PhD, Hayden B. Bosworth, PhD

Erschienen in: Journal of General Internal Medicine | Ausgabe 1/2013

Einloggen, um Zugang zu erhalten

ABSTRACT

BACKGROUND

Clinicians have difficulty in identifying patients that are unlikely to adhere to hypertension self-management. Identifying non-adherence is essential to addressing suboptimal blood pressure control and high costs.

OBJECTIVES

1) To identify risk factors associated with non-adherence to three key self-management behaviors in patients with hypertension: proper medication use, diet, and exercise; 2) To evaluate the extent to which an instrument designed to identify the number of risk factors present for non-adherence to each of the three hypertension self-management behaviors would be associated with self-management non-adherence and blood pressure.

DESIGN

Cross-sectional analysis of randomized trial data.

PATIENTS

Six hundred and thirty-six primary care patients with hypertension.

MEASUREMENTS

1) Demographic, socioeconomic, psychosocial, and health belief-related factors; 2) measures of self-reported adherence to recommended medication use, diet recommendations, and exercise recommendations, all collected at baseline assessment; 3) systolic blood pressure (SBP) and diastolic blood pressure (DBP).

RESULTS

We identified patient factors associated with measures of non-adherence to medications, diet, and exercise in hypertension. We then combined risk factors associated with ≥1 adherence measure into an instrument that generated three composite variables (medication, diet, and exercise composites), reflecting the number of risk factors present for non-adherence to the corresponding self-management behavior. These composite variables identified subgroups with higher likelihood of medication non-adherence, difficulty following diet recommendations, and difficulty following exercise recommendations. Composite variable levels representing the highest number of self-management non-adherence risk factors were associated with higher SBP and DBP.

CONCLUSIONS

We identified factors associated with measures of non-adherence to recommended medication use, diet, and exercise in hypertension. We then developed an instrument that was associated with non-adherence to these self-management behaviors, as well as with blood pressure. With further study, this instrument has potential to improve identification of non-adherent patients with hypertension.
Literatur
2.
Zurück zum Zitat Peterson AM, Takiya L, Finley R. Meta-analysis of trials of interventions to improve medication adherence. Am J Health Syst Pharm. 2003;60:657–65.PubMed Peterson AM, Takiya L, Finley R. Meta-analysis of trials of interventions to improve medication adherence. Am J Health Syst Pharm. 2003;60:657–65.PubMed
3.
Zurück zum Zitat Egan BM, Zhao Y, Axon RN. US trends in prevalence, awareness, treatment, and control of hypertension, 1988–2008. JAMA. 2010;303:2043–50.CrossRefPubMed Egan BM, Zhao Y, Axon RN. US trends in prevalence, awareness, treatment, and control of hypertension, 1988–2008. JAMA. 2010;303:2043–50.CrossRefPubMed
4.
Zurück zum Zitat Borzecki AM, Oliveria SA, Berlowitz DR. Barriers to hypertension control. Am Heart J. 2005;149:785–94.CrossRefPubMed Borzecki AM, Oliveria SA, Berlowitz DR. Barriers to hypertension control. Am Heart J. 2005;149:785–94.CrossRefPubMed
6.
Zurück zum Zitat Siegel D, Lopez J, Meier J. Antihypertensive medication adherence in the Department of Veterans Affairs. Am J Med. 2007;120:26–32.CrossRefPubMed Siegel D, Lopez J, Meier J. Antihypertensive medication adherence in the Department of Veterans Affairs. Am J Med. 2007;120:26–32.CrossRefPubMed
7.
Zurück zum Zitat Ren XS, Kazis LE, Lee A, Zhang H, Miller DR. Identifying patient and physician characteristics that affect compliance with antihypertensive medications. J Clin Pharm Ther. 2002;27:47–56.CrossRefPubMed Ren XS, Kazis LE, Lee A, Zhang H, Miller DR. Identifying patient and physician characteristics that affect compliance with antihypertensive medications. J Clin Pharm Ther. 2002;27:47–56.CrossRefPubMed
8.
Zurück zum Zitat Shea S, Misra D, Ehrlich MH, Field L, Francis CK. Predisposing factors for severe, uncontrolled hypertension in an inner-city minority population. N Engl J Med. 1992;327:776–81.CrossRefPubMed Shea S, Misra D, Ehrlich MH, Field L, Francis CK. Predisposing factors for severe, uncontrolled hypertension in an inner-city minority population. N Engl J Med. 1992;327:776–81.CrossRefPubMed
9.
Zurück zum Zitat Francis CK. Hypertension, cardiac disease, and compliance in minority patients. Am J Med. 1991;91:29S–36.CrossRefPubMed Francis CK. Hypertension, cardiac disease, and compliance in minority patients. Am J Med. 1991;91:29S–36.CrossRefPubMed
10.
Zurück zum Zitat Nabi H, Vahtera J, Singh-Manoux A, Pentti J, Oksanen T, Gimeno D, Elovainio M, Virtanen M, Klaukka T, Kivimaki M. Do psychological attributes matter for adherence to antihypertensive medication? The Finnish Public Sector Cohort Study. J Hypertens. 2008;26:2236–43.CrossRefPubMed Nabi H, Vahtera J, Singh-Manoux A, Pentti J, Oksanen T, Gimeno D, Elovainio M, Virtanen M, Klaukka T, Kivimaki M. Do psychological attributes matter for adherence to antihypertensive medication? The Finnish Public Sector Cohort Study. J Hypertens. 2008;26:2236–43.CrossRefPubMed
11.
Zurück zum Zitat Hassan NB, Hasanah CI, Foong K, Naing L, Awang R, Ismail SB, Ishak A, Yaacob LH, Harmy MY, Daud AH, Shaharom MH, Conroy R, Rahman AR. Identification of psychosocial factors of noncompliance in hypertensive patients. J Hum Hypertens. 2006;20:23–9.CrossRefPubMed Hassan NB, Hasanah CI, Foong K, Naing L, Awang R, Ismail SB, Ishak A, Yaacob LH, Harmy MY, Daud AH, Shaharom MH, Conroy R, Rahman AR. Identification of psychosocial factors of noncompliance in hypertensive patients. J Hum Hypertens. 2006;20:23–9.CrossRefPubMed
12.
Zurück zum Zitat Wang PS, Bohn RL, Knight E, Glynn RJ, Mogun H, Avorn J. Noncompliance with antihypertensive medications: the impact of depressive symptoms and psychosocial factors. J Gen Intern Med. 2002;17:504–11.CrossRefPubMed Wang PS, Bohn RL, Knight E, Glynn RJ, Mogun H, Avorn J. Noncompliance with antihypertensive medications: the impact of depressive symptoms and psychosocial factors. J Gen Intern Med. 2002;17:504–11.CrossRefPubMed
13.
Zurück zum Zitat Patel RP, Taylor SD. Factors affecting medication adherence in hypertensive patients. Ann Pharmacother. 2002;36:40–5.CrossRefPubMed Patel RP, Taylor SD. Factors affecting medication adherence in hypertensive patients. Ann Pharmacother. 2002;36:40–5.CrossRefPubMed
14.
Zurück zum Zitat Gerber BS, Cho YI, Arozullah AM, Lee SY. Racial differences in medication adherence: A cross-sectional study of Medicare enrollees. Am J Geriatr Pharmacother. 2010;8:136–45.CrossRefPubMed Gerber BS, Cho YI, Arozullah AM, Lee SY. Racial differences in medication adherence: A cross-sectional study of Medicare enrollees. Am J Geriatr Pharmacother. 2010;8:136–45.CrossRefPubMed
15.
Zurück zum Zitat Bosworth HB, Powers B, Grubber JM, Thorpe CT, Olsen MK, Orr M, Oddone EZ. Racial differences in blood pressure control: potential explanatory factors. J Gen Intern Med. 2008;23:692–8.CrossRefPubMed Bosworth HB, Powers B, Grubber JM, Thorpe CT, Olsen MK, Orr M, Oddone EZ. Racial differences in blood pressure control: potential explanatory factors. J Gen Intern Med. 2008;23:692–8.CrossRefPubMed
16.
Zurück zum Zitat Morris AB, Li J, Kroenke K, Bruner-England TE, Young JM, Murray MD. Factors associated with drug adherence and blood pressure control in patients with hypertension. Pharmacotherapy. 2006;26:483–92.CrossRefPubMed Morris AB, Li J, Kroenke K, Bruner-England TE, Young JM, Murray MD. Factors associated with drug adherence and blood pressure control in patients with hypertension. Pharmacotherapy. 2006;26:483–92.CrossRefPubMed
17.
Zurück zum Zitat Hill MN, Bone LR, Kim MT, Miller DJ, Dennison CR, Levine DM. Barriers to hypertension care and control in young urban black men. Am J Hypertens. 1999;12:951–8.CrossRefPubMed Hill MN, Bone LR, Kim MT, Miller DJ, Dennison CR, Levine DM. Barriers to hypertension care and control in young urban black men. Am J Hypertens. 1999;12:951–8.CrossRefPubMed
18.
Zurück zum Zitat Kaplan S, Greenfield S, Ware JE. Assessing the effects of physician-patient interactions on the outcomes of chronic disease. Med Care. 1989;27:S110–27.CrossRefPubMed Kaplan S, Greenfield S, Ware JE. Assessing the effects of physician-patient interactions on the outcomes of chronic disease. Med Care. 1989;27:S110–27.CrossRefPubMed
19.
Zurück zum Zitat Krousel-Wood M, Islam T, Muntner P, Holt E, Joyce C, Morisky DE, Webber LS, Frohlich ED. Association of depression with antihypertensive medication adherence in older adults: cross-sectional and longitudinal findings from CoSMO. Ann Behav Med. 2010;40:248–57.CrossRefPubMed Krousel-Wood M, Islam T, Muntner P, Holt E, Joyce C, Morisky DE, Webber LS, Frohlich ED. Association of depression with antihypertensive medication adherence in older adults: cross-sectional and longitudinal findings from CoSMO. Ann Behav Med. 2010;40:248–57.CrossRefPubMed
20.
Zurück zum Zitat Aggarwal B, Mosca L. Lifestyle and psychosocial risk factors predict non-adherence to medication. Ann Behav Med. 2010;40:228–33.CrossRefPubMed Aggarwal B, Mosca L. Lifestyle and psychosocial risk factors predict non-adherence to medication. Ann Behav Med. 2010;40:228–33.CrossRefPubMed
21.
Zurück zum Zitat Krousel-Wood MA, Frohlich ED. Hypertension and depression: coexisting barriers to medication adherence. J Clin Hypertens (Greenwich). 2010;12:481–6. Krousel-Wood MA, Frohlich ED. Hypertension and depression: coexisting barriers to medication adherence. J Clin Hypertens (Greenwich). 2010;12:481–6.
22.
Zurück zum Zitat Eze-Nliam CM, Thombs BD, Lima BB, Smith CG, Ziegelstein RC. The association of depression with adherence to antihypertensive medications: a systematic review. J Hypertens. 2010;28:1785–95.CrossRefPubMed Eze-Nliam CM, Thombs BD, Lima BB, Smith CG, Ziegelstein RC. The association of depression with adherence to antihypertensive medications: a systematic review. J Hypertens. 2010;28:1785–95.CrossRefPubMed
23.
Zurück zum Zitat Bosworth H, Oddone E. A model of psychosocial and cultural antecedents of blood pressure control. J Natl Med Assoc. 2002;94:236–48.PubMed Bosworth H, Oddone E. A model of psychosocial and cultural antecedents of blood pressure control. J Natl Med Assoc. 2002;94:236–48.PubMed
24.
Zurück zum Zitat Kressin NR, Orner MB, Manze M, Glickman ME, Berlowitz D. Understanding contributors to racial disparities in blood pressure control. Circ Cardiovasc Qual Outcomes. 2010;3:173–80.CrossRefPubMed Kressin NR, Orner MB, Manze M, Glickman ME, Berlowitz D. Understanding contributors to racial disparities in blood pressure control. Circ Cardiovasc Qual Outcomes. 2010;3:173–80.CrossRefPubMed
25.
Zurück zum Zitat Zeller A, Taegtmeyer A, Martina B, Battegay E, Tschudi P. Physicians’ ability to predict patients’ adherence to antihypertensive medication in primary care. Hypertens Res. 2008;31:1765–71.CrossRefPubMed Zeller A, Taegtmeyer A, Martina B, Battegay E, Tschudi P. Physicians’ ability to predict patients’ adherence to antihypertensive medication in primary care. Hypertens Res. 2008;31:1765–71.CrossRefPubMed
26.
Zurück zum Zitat McHorney CA. The Adherence Estimator: A brief, proximal screener for patient propensity to adhere to prescription medications for chronic disease. Curr Med Res Opin. 2009;25:215–38.CrossRefPubMed McHorney CA. The Adherence Estimator: A brief, proximal screener for patient propensity to adhere to prescription medications for chronic disease. Curr Med Res Opin. 2009;25:215–38.CrossRefPubMed
27.
Zurück zum Zitat Zeller A, Schroeder K, Peters TJ. An adherence self-report questionnaire facilitated the differentiation between non-adherence and nonresponse to antihypertensive treatment. J Clin Epidemiol. 2008;61:282–8.CrossRefPubMed Zeller A, Schroeder K, Peters TJ. An adherence self-report questionnaire facilitated the differentiation between non-adherence and nonresponse to antihypertensive treatment. J Clin Epidemiol. 2008;61:282–8.CrossRefPubMed
28.
Zurück zum Zitat Schoberberger R, Janda M, Pescosta W, Sonneck G. The COMpliance Praxis Survey (COMPASS): A multidimensional instrument to monitor compliance for patients on antihypertensive medication. J Hum Hypertens. 2002;16:779–87.CrossRefPubMed Schoberberger R, Janda M, Pescosta W, Sonneck G. The COMpliance Praxis Survey (COMPASS): A multidimensional instrument to monitor compliance for patients on antihypertensive medication. J Hum Hypertens. 2002;16:779–87.CrossRefPubMed
29.
Zurück zum Zitat Girerd X, Hanon O, Anagnostopoulos K, Ciupek C, Mourad JJ, Consoli S. Assessment of antihypertensive compliance using a self-administered questionnaire: Development and use in a hypertension clinic [in French]. Presse Med. 2001;30:1044–8.PubMed Girerd X, Hanon O, Anagnostopoulos K, Ciupek C, Mourad JJ, Consoli S. Assessment of antihypertensive compliance using a self-administered questionnaire: Development and use in a hypertension clinic [in French]. Presse Med. 2001;30:1044–8.PubMed
30.
Zurück zum Zitat Kim MT, Hill MN, Bone LR, Levine DM. Development and testing of the Hill-Bone Compliance to High Blood Pressure Therapy Scale. Prog Cardiovasc Nurs. 2000;15:90–6.CrossRefPubMed Kim MT, Hill MN, Bone LR, Levine DM. Development and testing of the Hill-Bone Compliance to High Blood Pressure Therapy Scale. Prog Cardiovasc Nurs. 2000;15:90–6.CrossRefPubMed
31.
Zurück zum Zitat Bosworth HB, Olsen MK, Grubber JM, Neary AM, Orr MM, Powers BJ, Adams MB, Svetkey LP, Reed SD, Li Y, Dolor RJ, Oddone EZ. Two Self-management Interventions to Improve Hypertension Control: A Randomized Trial. Ann Intern Med. 2009;151:687–95.PubMed Bosworth HB, Olsen MK, Grubber JM, Neary AM, Orr MM, Powers BJ, Adams MB, Svetkey LP, Reed SD, Li Y, Dolor RJ, Oddone EZ. Two Self-management Interventions to Improve Hypertension Control: A Randomized Trial. Ann Intern Med. 2009;151:687–95.PubMed
32.
Zurück zum Zitat Williams RB, Barefoot JC, Califf RM, Haney TL, Saunders WB, Pryor DB, Hlatky MA, Siegler IC, Mark DB. Prognostic importance of social and economic resources among medically treated patients with angiographically documented coronary artery disease. JAMA. 1992;267:520–4.CrossRefPubMed Williams RB, Barefoot JC, Califf RM, Haney TL, Saunders WB, Pryor DB, Hlatky MA, Siegler IC, Mark DB. Prognostic importance of social and economic resources among medically treated patients with angiographically documented coronary artery disease. JAMA. 1992;267:520–4.CrossRefPubMed
33.
Zurück zum Zitat Parker RM, Baker DW, Williams MV, Nurss JR. The test of functional health literacy in adults: A new instrument for measuring patients’ literacy skills. J Gen Intern Med. 1995;10:537–41.CrossRefPubMed Parker RM, Baker DW, Williams MV, Nurss JR. The test of functional health literacy in adults: A new instrument for measuring patients’ literacy skills. J Gen Intern Med. 1995;10:537–41.CrossRefPubMed
34.
Zurück zum Zitat Jette AM, Cummings KM, Brock BM, Phelps MC, Naessens J. The structure and reliability of health belief indices. Health Serv Res. 1981;16:81–98.PubMed Jette AM, Cummings KM, Brock BM, Phelps MC, Naessens J. The structure and reliability of health belief indices. Health Serv Res. 1981;16:81–98.PubMed
35.
Zurück zum Zitat Bosworth HB, Olsen MK, Neary A, Orr M, Grubber J, Svetkey L, Adams M, Oddone EZ. Take Control of Your Blood pressure (TCYB) study: A multifactorial tailored behavioral and educational intervention for achieving blood pressure control. Patient Educ Couns. 2008;70:338–47.CrossRefPubMed Bosworth HB, Olsen MK, Neary A, Orr M, Grubber J, Svetkey L, Adams M, Oddone EZ. Take Control of Your Blood pressure (TCYB) study: A multifactorial tailored behavioral and educational intervention for achieving blood pressure control. Patient Educ Couns. 2008;70:338–47.CrossRefPubMed
36.
Zurück zum Zitat Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, Bullinger M, Kaasa S, Leplege A, Prieto L, Sullivan M. Cross-validation of item selection and scoring for the SF-12 health survey in nine countries: Results from the IQOLA project. J Clin Epidemiol. 1998;51:1171–8.CrossRefPubMed Gandek B, Ware JE, Aaronson NK, Apolone G, Bjorner JB, Brazier JE, Bullinger M, Kaasa S, Leplege A, Prieto L, Sullivan M. Cross-validation of item selection and scoring for the SF-12 health survey in nine countries: Results from the IQOLA project. J Clin Epidemiol. 1998;51:1171–8.CrossRefPubMed
37.
Zurück zum Zitat Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24:67–74.CrossRefPubMed Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24:67–74.CrossRefPubMed
38.
Zurück zum Zitat Lowry KP, Dudley TK, Oddone EZ, Bosworth HB. Intentional and unintentional non-adherence to antihypertensive medication. Ann Pharmacother. 2005;39:1198–203.CrossRefPubMed Lowry KP, Dudley TK, Oddone EZ, Bosworth HB. Intentional and unintentional non-adherence to antihypertensive medication. Ann Pharmacother. 2005;39:1198–203.CrossRefPubMed
39.
Zurück zum Zitat Allison PD. Logistic Regression Using the SAS System: Theory and Application. Cary, NC: SAS Institute Inc; 1999:49–50. Allison PD. Logistic Regression Using the SAS System: Theory and Application. Cary, NC: SAS Institute Inc; 1999:49–50.
40.
Zurück zum Zitat Svarstad BL, Chewning BA, Sleath BL, Claesson C. The Brief Medication Questionnaire: A tool for screening patient adherence and barriers to adherence. Patient Educ Couns. 1999;37:113–24.CrossRefPubMed Svarstad BL, Chewning BA, Sleath BL, Claesson C. The Brief Medication Questionnaire: A tool for screening patient adherence and barriers to adherence. Patient Educ Couns. 1999;37:113–24.CrossRefPubMed
41.
Zurück zum Zitat Copher R, Buzinec P, Zarotsky V, Kazis L, Iqbal SU, Macarios D. Physician perception of patient adherence compared to patient adherence of osteoporosis medications from pharmacy claims. Curr Med Res Opin. 2010;26:777–85.CrossRefPubMed Copher R, Buzinec P, Zarotsky V, Kazis L, Iqbal SU, Macarios D. Physician perception of patient adherence compared to patient adherence of osteoporosis medications from pharmacy claims. Curr Med Res Opin. 2010;26:777–85.CrossRefPubMed
42.
Zurück zum Zitat Voils CI, Hoyle RH, Thorpe CT, Maciejewski ML, Yancy WS Jr. Improving the measurement of self-reported medication non-adherence. J Clin Epidemiol. 2011;64:250–4.CrossRefPubMed Voils CI, Hoyle RH, Thorpe CT, Maciejewski ML, Yancy WS Jr. Improving the measurement of self-reported medication non-adherence. J Clin Epidemiol. 2011;64:250–4.CrossRefPubMed
43.
Zurück zum Zitat Wang PS, Benner JS, Glynn RJ, Winkelmayer WC, Mogun H, Avorn J. How well do patients report noncompliance with antihypertensive medications?: a comparison of self-report versus filled prescriptions. Pharmacoepidemiol Drug Saf. 2004;13:11–9.CrossRefPubMed Wang PS, Benner JS, Glynn RJ, Winkelmayer WC, Mogun H, Avorn J. How well do patients report noncompliance with antihypertensive medications?: a comparison of self-report versus filled prescriptions. Pharmacoepidemiol Drug Saf. 2004;13:11–9.CrossRefPubMed
44.
Zurück zum Zitat Feinstein A. Compliance bias and the interpretation of therapeutic trials. In: Haynes RB, Taylor DW, Sackeets DL, eds. Compliance in health care. Baltimore, M.D: The Johns Hopkins University Press; 1979:309–22. Feinstein A. Compliance bias and the interpretation of therapeutic trials. In: Haynes RB, Taylor DW, Sackeets DL, eds. Compliance in health care. Baltimore, M.D: The Johns Hopkins University Press; 1979:309–22.
45.
Zurück zum Zitat Schroeder K, Fahey T, Hay AD, Montgomery A, Peters TJ. Adherence to antihypertensive medication assessed by self-report was associated with electronic monitoring compliance. J Clin Epidemiol. 2006;59:650–1.CrossRefPubMed Schroeder K, Fahey T, Hay AD, Montgomery A, Peters TJ. Adherence to antihypertensive medication assessed by self-report was associated with electronic monitoring compliance. J Clin Epidemiol. 2006;59:650–1.CrossRefPubMed
46.
Zurück zum Zitat Morisky DE, DiMatteo MR. Improving the measurement of self-reported medication non-adherence: response to authors. J Clin Epidemiol. 2011;64:255–7.CrossRefPubMed Morisky DE, DiMatteo MR. Improving the measurement of self-reported medication non-adherence: response to authors. J Clin Epidemiol. 2011;64:255–7.CrossRefPubMed
47.
Zurück zum Zitat Cramer JA. Microelectronic systems for monitoring and enhancing patient compliance with medication regimens. Drugs. 1995;49:321–7.CrossRefPubMed Cramer JA. Microelectronic systems for monitoring and enhancing patient compliance with medication regimens. Drugs. 1995;49:321–7.CrossRefPubMed
Metadaten
Titel
Factors Associated with Non-Adherence to Three Hypertension Self-Management Behaviors: Preliminary Data for a New Instrument
verfasst von
Matthew J. Crowley, MD
Janet M. Grubber, MSPH
Maren K. Olsen, PhD
Hayden B. Bosworth, PhD
Publikationsdatum
01.01.2013
Verlag
Springer-Verlag
Erschienen in
Journal of General Internal Medicine / Ausgabe 1/2013
Print ISSN: 0884-8734
Elektronische ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-012-2195-1

Weitere Artikel der Ausgabe 1/2013

Journal of General Internal Medicine 1/2013 Zur Ausgabe

Leitlinien kompakt für die Innere Medizin

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Update Innere Medizin

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.