A single-item self-report medication adherence question predicts hospitalisation and death in patients with heart failure
Corresponding Author
Jia-Rong Wu PhD, RN
Assistant Professor
The School of Nursing, University of North Carolina, Chapel Hill, NC, USA
Correspondence: Jia-Rong Wu, Assistant Professor, School of Nursing, University of North Carolina, 435 Carrington Hall, CB #7460, Chapel Hill, NC 27599-7460, USA. Telephone: +919 966 8057.
E-mail:[email protected]
Search for more papers by this authorDarren A DeWalt MD, MPH
Associate Professor
Division of General Medicine, The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorDavid W Baker MD, MPH
Professor
Division of General Internal Medicine, Northwestern University, Evanston, IL, USA
Search for more papers by this authorDean Schillinger MD
Professor
Division of General Internal Medicine Department of Medicine at San Francisco General Hospital, University of California, San Francisco, CA, USA
Search for more papers by this authorBernice Ruo MD, MAS
Assistant Professor
Division of General Internal Medicine, Northwestern University, Evanston, IL, USA
Search for more papers by this authorKristen Bibbins-Domingo MD, PhD
Professor
Division of General Internal Medicine Department of Medicine at San Francisco General Hospital, University of California, San Francisco, CA, USA
Search for more papers by this authorAurelia Macabasco-O'Connell PhD, RN
Associate Professor
School of Nursing, University of California, Los Angeles, CA, USA
Search for more papers by this authorGeorge M Holmes PhD
Assistant Professor
Department of Health Policy and Management, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorKimberly A Broucksou MSW, MPA
Project Manager
The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorBrian Erman MSPharm
Analyst
The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorVictoria Hawk MPH
Health Educator
The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorCrystal W Cene MD, MPH
Assistant Professor
Division of General Medicine, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorChristine DeLong Jones MD, MS
University of Colorado School of Medicine, Aurora, CO, USA
Search for more papers by this authorMichael Pignone MD, MPH
Professor
Division of General Medicine, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorCorresponding Author
Jia-Rong Wu PhD, RN
Assistant Professor
The School of Nursing, University of North Carolina, Chapel Hill, NC, USA
Correspondence: Jia-Rong Wu, Assistant Professor, School of Nursing, University of North Carolina, 435 Carrington Hall, CB #7460, Chapel Hill, NC 27599-7460, USA. Telephone: +919 966 8057.
E-mail:[email protected]
Search for more papers by this authorDarren A DeWalt MD, MPH
Associate Professor
Division of General Medicine, The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorDavid W Baker MD, MPH
Professor
Division of General Internal Medicine, Northwestern University, Evanston, IL, USA
Search for more papers by this authorDean Schillinger MD
Professor
Division of General Internal Medicine Department of Medicine at San Francisco General Hospital, University of California, San Francisco, CA, USA
Search for more papers by this authorBernice Ruo MD, MAS
Assistant Professor
Division of General Internal Medicine, Northwestern University, Evanston, IL, USA
Search for more papers by this authorKristen Bibbins-Domingo MD, PhD
Professor
Division of General Internal Medicine Department of Medicine at San Francisco General Hospital, University of California, San Francisco, CA, USA
Search for more papers by this authorAurelia Macabasco-O'Connell PhD, RN
Associate Professor
School of Nursing, University of California, Los Angeles, CA, USA
Search for more papers by this authorGeorge M Holmes PhD
Assistant Professor
Department of Health Policy and Management, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorKimberly A Broucksou MSW, MPA
Project Manager
The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorBrian Erman MSPharm
Analyst
The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorVictoria Hawk MPH
Health Educator
The Cecil G. Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorCrystal W Cene MD, MPH
Assistant Professor
Division of General Medicine, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorChristine DeLong Jones MD, MS
University of Colorado School of Medicine, Aurora, CO, USA
Search for more papers by this authorMichael Pignone MD, MPH
Professor
Division of General Medicine, University of North Carolina, Chapel Hill, NC, USA
Search for more papers by this authorAbstract
Aims and objectives
To determine whether a single-item self-report medication adherence question predicts hospitalisation and death in patients with heart failure.
Background
Poor medication adherence is associated with increased morbidity and mortality. Having a simple means of identifying suboptimal medication adherence could help identify at-risk patients for interventions.
Design
We performed a prospective cohort study in 592 participants with heart failure within a four-site randomised trial.
Methods
Self-report medication adherence was assessed at baseline using a single-item question: ‘Over the past seven days, how many times did you miss a dose of any of your heart medication?’ Participants who reported no missing doses were defined as fully adherent, and those missing more than one dose were considered less than fully adherent. The primary outcome was combined all-cause hospitalisation or death over one year and the secondary endpoint was heart failure hospitalisation. Outcomes were assessed with blinded chart reviews, and heart failure outcomes were determined by a blinded adjudication committee. We used negative binomial regression to examine the relationship between medication adherence and outcomes.
Results
Fifty-two percent of participants were 52% male, mean age was 61 years, and 31% were of New York Heart Association class III/IV at enrolment; 72% of participants reported full adherence to their heart medicine at baseline. Participants with full medication adherence had a lower rate of all-cause hospitalisation and death (0·71 events/year) compared with those with any nonadherence (0·86 events/year): adjusted-for-site incidence rate ratio was 0·83, fully adjusted incidence rate ratio 0·68. Incidence rate ratios were similar for heart failure hospitalisations.
Conclusion
A single medication adherence question at baseline predicts hospitalisation and death over one year in heart failure patients.
Relevance to clinical practice
Medication adherence is associated with all-cause and heart failure-related hospitalisation and death in heart failure. It is important for clinicians to assess patients' medication adherence on a regular basis at their clinical follow-ups.
References
- Ackermann RT, Rosenman MB, Downs SM, Holmes AM, Katz BP, Li J, Zillich AJ, Carney P & Inui TS (2005) Telephonic case-finding of major depression in a Medicaid chronic disease management program for diabetes and heart failure. General Hospital Psychiatry 27, 338–343.
- Ambardekar AV, Fonarow GC, Hernandez AF, Pan W, Yancy CW & Krantz MJ (2009) Characteristics and in-hospital outcomes for nonadherent patients with heart failure: findings from Get with the Guidelines-Heart Failure (GWTG-HF). American Heart Journal 158, 644–652.
- Annema C, Luttik ML & Jaarsma T (2009) Reasons for readmission in heart failure: perspectives of patients, caregivers, cardiologists, and heart failure nurses. Heart and Lung 38, 427–434.
- Baker DW, Brown J, Chan KS, Dracup KA & Keeler EB (2005) A telephone survey to measure communication, education, self-management, and health status for patients with heart failure: the Improving Chronic Illness Care Evaluation (ICICE). Journal of Cardiac Failure 11, 36–42.
- Bennett SJ & Sauve MJ (2003) Cognitive deficits in patients with heart failure: a review of the literature. Journal of Cardiovascular Nursing 18, 219–242.
- Bennett SJ, Sauve MJ & Shaw RM (2005) A conceptual model of cognitive deficits in chronic heart failure. Journal of Nursing Scholarship 37, 222–228.
- Cassidy CM, Rabinovitch M, Schmitz N, Joober R & Malla A (2010) A comparison study of multiple measures of adherence to antipsychotic medication in first-episode psychosis. Journal of Clinical Psychopharmacology 30, 64–67.
- Chin MH & Goldman L (1997) Factors contributing to the hospitalization of patients with congestive heart failure. American Journal of Public Health 87, 643–648.
- Chui MA, Deer M, Bennett SJ, Tu W, Oury S, Brater DC & Murray MD (2003) Association between adherence to diuretic therapy and health care utilization in patients with heart failure. Pharmacotherapy 23, 326–332.
- Cole JA, Norman H, Weatherby LB & Walker AM (2006) Drug copayment and adherence in chronic heart failure: effect on cost and outcomes. Pharmacotherapy 26, 1157–1164.
- DeWalt DA, Broucksou KA, Hawk V, Baker DW, Schillinger D, Ruo B, Bibbins-Domingo K, Holmes M, Weinberger M, Macabasco-O'Connell A & Pignone M (2009) Comparison of a one-time educational intervention to a teach-to-goal educational intervention for self-management of heart failure: design of a randomized controlled trial. BioMed Central Health Services Research 9, 99.
- Dewalt DA, Schillinger D, Ruo B, Bibbins-Domingo K, Baker DW, Holmes GM, Weinberger M, Macabasco-O'Connell A, Broucksou K, Hawk V, Grady KL, Erman B, Sueta CA, Chang PP, Cene CW, Wu JR, Jones CD & Pignone M (2012) Multisite randomized trial of a single-session versus multisession literacy-sensitive self-care intervention for patients with heart failure. Circulation 125, 2854–2862.
- Esposito D, Bagchi AD, Verdier JM, Bencio DS & Kim MS (2009) Medicaid beneficiaries with congestive heart failure: association of medication adherence with healthcare use and costs. The American Journal of Managed Care 15, 437–445.
- Felker GM, Leimberger JD, Califf RM, Cuffe MS, Massie BM, Adams KF Jr, Gheorghiade M & O'Connor CM (2004) Risk stratification after hospitalization for decompensated heart failure. Journal of Cardiac Failure 10, 460–466.
- Gazmararian JA, Baker DW, Williams MV, Parker RM, Scott TL, Green DC, Fehrenbach SN, Ren J & Koplan JP (1999) Health literacy among Medicare enrollees in a managed care organization. Journal of American Medical Association 281, 545–551.
- Gazmararian JA, Kripalani S, Miller MJ, Echt KV, Ren J & Rask K (2006) Factors associated with medication refill adherence in cardiovascular-related diseases: a focus on health literacy. Journal of General Internal Medicine 21, 1215–1221.
- Ghali JK, Kadakia S, Cooper R & Ferlinz J (1988) Precipitating factors leading to decompensation of heart failure. Traits among urban blacks. Archives of Internal Medicine 148, 2013–2016.
- Go AS, Mozaffarian D, Roger VL, Benjamin EJ, Berry JD, Borden WB, Bravata DM, Dai S, Ford ES, Fox CS, Franco S, Fullerton HJ, Gillespie C, Hailpern SM, Heit JA, Howard VJ, Huffman MD, Kissela BM, Kittner SJ, Lackland DT, Lichtman JH, Lisabeth LD, Magid D, Marcus GM, Marelli A, Matchar DB, McGuire DK, Mohler ER, Moy CS, Mussolino ME, Nichol G, Paynter NP, Schreiner PJ, Sorlie PD, Stein J, Turan TN, Virani SS, Wong ND, Woo D & Turner MB (2013) Heart disease and stroke statistics–2013 update: a report from the American Heart Association. Circulation 127, e6–e245.
- Granger BB, Swedberg K, Ekman I, Granger CB, Olofsson B, McMurray JJ, Yusuf S, Michelson EL & Pfeffer MA (2005) Adherence to candesartan and placebo and outcomes in chronic heart failure in the CHARM programme: double-blind, randomised, controlled clinical trial. Lancet 366, 2005–2011.
- Hamner JB & Ellison KJ (2005) Predictors of hospital readmission after discharge in patients with congestive heart failure. Heart and Lung 34, 231–239.
- Harkness K, Demers C, Heckman GA & McKelvie RS (2011) Screening for cognitive deficits using the Montreal cognitive assessment tool in outpatients >/=65 years of age with heart failure. American Journal of Cardiology 107, 1203–1207.
- Hauptman PJ (2008) Medication adherence in heart failure. Heart Failure Reviews 13, 99–106.
- Hodges P (2009) Heart failure: epidemiologic update. Critical Care Nursing Quarterly 32, 24–32.
- Hope CJ, Wu J, Tu W, Young J & Murray MD (2004) Association of medication adherence, knowledge, and skills with emergency department visits by adults 50 years or older with congestive heart failure. American Journal of Health-System Pharmacy 61, 2043–2049.
- Kalichman SC, Pope H, White D, Cherry C, Amaral CM, Swetzes C, Flanagan J & Kalichman MO (2008) Association between health literacy and HIV treatment adherence: further evidence from objectively measured medication adherence. Journal of the International Association of Physicians in AIDS Care (Chicago, IL.: 2002) 7, 317–323.
- Kroenke K, Spitzer RL & Williams JB (2001) The PHQ-9: validity of a brief depression severity measure. Journal of General Internal Medicine 16, 606–613.
- Krumholz HM, Chen YT, Wang Y, Vaccarino V, Radford MJ & Horwitz RI (2000) Predictors of readmission among elderly survivors of admission with heart failure. American Heart Journal 139(1 Pt 1), 72–77.
- Li H, Morrow-Howell N & Proctor EK (2004) Post-acute home care and hospital readmission of elderly patients with congestive heart failure. Health & Social Work 29, 275–285.
- Liu H, Golin CE, Miller LG, Hays RD, Beck CK, Sanandaji S, Christian J, Maldonado T, Duran D, Kaplan AH & Wenger NS (2001) A comparison study of multiple measures of adherence to HIV protease inhibitors. Annals of Internal Medicine 134, 968–977.
- Lloyd-Jones D, Adams RJ, Brown TM, Carnethon M, Dai S, De Simone G, Ferguson TB, Ford E, Furie K, Gillespie C, Go A, Greenlund K, Haase N, Hailpern S, Ho PM, Howard V, Kissela B, Kittner S, Lackland D, Lisabeth L, Marelli A, McDermott MM, Meigs J, Mozaffarian D, Mussolino M, Nichol G, Roger VL, Rosamond W, Sacco R, Sorlie P, Stafford R, Thom T, Wasserthiel-Smoller S, Wong ND & Wylie-Rosett J (2010) Heart disease and stroke statistics–2010 update: a report from the American Heart Association. Circulation 121, e46–e215.
- Macabasco-O'Connell A, Dewalt DA, Broucksou KA, Hawk V, Baker DW, Schillinger D, Ruo B, Bibbins-Domingo K, Holmes GM, Erman B, Weinberger M & Pignone M (2011) Relationship between literacy, knowledge, self-care behaviors, and heart failure-related quality of life among patients with heart failure. Journal of General Internal Medicine 26, 979–986.
- Miura T, Kojima R, Mizutani M, Shiga Y, Takatsu F & Suzuki Y (2001) Effect of digoxin noncompliance on hospitalization and mortality in patients with heart failure in long-term therapy: a prospective cohort study. European Journal of Clinical Pharmacology 57, 77–83.
- Morgan AL, Masoudi FA, Havranek EP, Jones PG, Peterson PN, Krumholz HM, Spertus JA & Rumsfeld JS (2006) Difficulty taking medications, depression, and health status in heart failure patients. Journal of Cardiac Failure 12, 54–60.
- Morisky DE, Green LW & Levine DM (1986) Concurrent and predictive validity of a self-reported measure of medication adherence. Medical Care 24, 67–74.
- Morisky DE, Ang A, Krousel-Wood M & Ward HJ (2008) Predictive validity of a medication adherence measure in an outpatient setting. Journal of Clinical Hypertension (Greenwich) 10, 348–354.
- Murray MD, Young J, Hoke S, Tu W, Weiner M, Morrow D, Stroupe KT, Wu J, Clark D, Smith F, Gradus-Pizlo I, Weinberger M & Brater DC (2007) Pharmacist intervention to improve medication adherence in heart failure: a randomized trial. Annals of Internal Medicine 146, 714–725.
- Murray MD, Tu W, Wu J, Morrow D, Smith F & Brater DC (2009) Factors associated with exacerbation of heart failure include treatment adherence and health literacy skills. Clinical Pharmacology and Therapeutics 85, 651–658.
- Nelson MR, Reid CM, Ryan P, Willson K & Yelland L (2006) Self-reported adherence with medication and cardiovascular disease outcomes in the Second Australian National Blood Pressure Study (ANBP2). Medical Journal of Australia 185, 487–489.
- O'Connor CM, Stough WG, Gallup DS, Hasselblad V & Gheorghiade M (2005) Demographics, clinical characteristics, and outcomes of patients hospitalized for decompensated heart failure: observations from the IMPACT-HF registry. Journal of Cardiac Failure 11, 200–205.
- Opasich C, Febo O, Riccardi PG, Traversi E, Forni G, Pinna G, Pozzoli M, Riccardi R, Mortara A, Sanarico M, Cobelli F & Tavazzi L (1996) Concomitant factors of decompensation in chronic heart failure. American Journal of Cardiology 78, 354–357.
- Pfeffer MA, Swedberg K, Granger CB, Held P, McMurray JJ, Michelson EL, Olofsson B, Ostergren J, Yusuf S & Pocock S (2003) Effects of candesartan on mortality and morbidity in patients with chronic heart failure: the CHARM-Overall programme. Lancet 362, 759–766.
- Pressler SJ, Subramanian U, Kareken D, Perkins SM, Gradus-Pizlo I, Sauve MJ, Ding Y, Kim J, Sloan R, Jaynes H & Shaw RM (2010) Cognitive deficits in chronic heart failure. Nursing Research 59, 127–139.
- Riegel B, Moser DK, Anker SD, Appel LJ, Dunbar SB, Grady KL, Gurvitz MZ, Havranek EP, Lee CS, Lindenfeld J, Peterson PN, Pressler SJ, Schocken DD & Whellan DJ (2009) State of the science: promoting self-care in persons with heart failure: a scientific statement from the American Heart Association. Circulation 120, 1141–1163.
- Sloan RS & Pressler SJ (2009) Cognitive deficits in heart failure: re-cognition of vulnerability as a strange new world. Journal of Cardiovascular Nursing 24, 241–248.
- Smith DM, Giobbie-Hurder A, Weinberger M, Oddone EZ, Henderson WG, Asch DA, Ashton CM, Feussner JR, Ginier P, Huey JM, Hynes DM, Loo L & Mengel CE (2000) Predicting non-elective hospital readmissions: a multi-site study. Department of Veterans Affairs Cooperative Study Group on Primary Care and Readmissions. Journal of Clinical Epidemiology 53, 1113–1118.
- Sokol MC, McGuigan KA, Verbrugge RR & Epstein RS (2005) Impact of medication adherence on hospitalization risk and healthcare cost. Medical Care 43, 521–530.
- Stewart S, MacIntyre K, MacLeod MM, Bailey AE, Capewell S & McMurray JJ (2001) Trends in hospitalization for heart failure in Scotland, 1990–1996. An epidemic that has reached its peak? European Heart Journal 22, 209–217.
- Sun SX, Ye X, Lee KY, Dupclay L Jr & Plauschinat C (2008) Retrospective claims database analysis to determine relationship between renin-angiotensin system agents, rehospitalization, and health care costs in patients with heart failure or myocardial infarction. Clinical Therapeutics 30(Pt 2), 2217–2227.
10.1016/j.clinthera.2008.12.005 Google Scholar
- Voils CI, Maciejewski ML, Hoyle RH, Reeve BB, Gallagher P, Bryson CL & Yancy WS Jr (2012) Initial validation of a self-report measure of the extent of and reasons for medication nonadherence. Medical Care 50, 1013–1019.
- Wu JR, Moser DK, Chung ML & Lennie TA (2008a) Objectively measured, but not self-reported, medication adherence independently predicts event-free survival in patients with heart failure. Journal of Cardiac Failure 14, 203–210.
- Wu JR, Moser DK, Lennie TA & Burkhart PV (2008b) Medication adherence in patients who have heart failure: a review of the literature. Nursing Clinics of North America 43, 133–153.