Abstract
Purpose
The purpose of this study was to systematically review evidence regarding the association between regimen complexity and adherence.
Methods
Articles were searched in MEDLINE, LILACS, Cochrane, CINAHL, PsycINFO and references of included studies. Search terms included medication regimen complexity, medication adherence and their synonyms. Randomized clinical trials, cross-sectional, cohort or case-control studies published until March 2016 in English, Portuguese or Spanish were eligible if quantitatively examined the association between complexity and adherence in patients of any age and sex, under any type of medication therapy. Complexity was defined according to the strategy used to assess it in the individual studies. All types of instruments used to assess complexity and adherence were considered. Data extraction was performed using an electronic spreadsheet. Quality assessment was conducted independently using standard scales. The data were qualitatively synthesized.
Results
Fifty-four studies were included: 37 cross-sectional and 17 cohorts. Most were conducted in outpatient setting. Most frequently, studies were carried out with HIV-infected individuals or patients with chronic conditions. The most frequent methods used to assess complexity and adherence were complexity index (19) and self-report (27), respectively. Complexity was associated with adherence in 35 studies. Most of them (28) identified that participants with more complex regimens were less likely to adhere to pharmacotherapy; seven studies found a direct correlation. The others found inconclusive results or no association between complexity and adherence. The studies had low to moderate-methodological quality.
Conclusion
Although there was variability regarding the association between complexity and adherence, most studies showed that an increased regimen complexity reduces medication adherence.
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References
Conn VS, Ruppar TM (2017) Medication adherence outcomes of 771 intervention trials: systematic review and meta-analysis. Prev Med 99:269–276
Marcum ZA, Hanlon JT, Murray MD (2017) Improving medication adherence and health outcomes in older adults: an evidence-based review of randomized controlled trials. Drugs Aging 34(3):191–201
Stange D, Kriston L, Langebrake C, Cameron LK, Wollacott JD, Baehr M, Dartsch DC (2012) Development and psychometric evaluation of the German version of the medication regimen complexity index (MRCI-D). J Eval Clin Pract 18(3):515–522
Obreli-Neto PR, Prado MF, Vieira JC, Fachini FC, Pelloso SM, Marcon SS, Cuman RKN (2010) Fatores interferentes na taxa de adesão à farmacoterapia em idosos atendidos na rede pública de saúde do Município de Salto Grande - SP, Brasil. Rev Cienc Farm Básica Apl 31(3):229–233
Correr CJ, Melchiors AC, Rossignoli P, Fernandez-Llimos F (2005) Aplicabilidade do estado de situação no cálculo da complexidade do tratamento farmacológico em pacientes diabéticos. Seguimiento Farmacoterapéutico 3(2):103–111
Melchiors AC, Correr CJ, Fernández-Llimos (2007) Tradução e validação para o português do medication regimen complexity index. Arq Bras Cardiol 89(4):210–218
George J, Phun YT, Bailey MJ, Kong DC, Stewart K (2004) Development and validation of the medication regimen complexity index. Ann Pharmacother 38(9):1369–1376
Ferrari CM, Castro LH, Settervall CH, de Moura RM, Coutinho PA, Oshiro IE, Alves RB, de Sousa RM (2011) Validity and reliability of the Portuguese version of the epilepsy medication treatment complexity index for Brazil. Epilepsy Behav 21(4):467–472
Advinha AM, de Oliveira-Martins S, Mateus V, Pajote SG, Lopes MJ (2014) Medication regimen complexity in institutionalized elderly people in an aging society. Int J Clin Pharm 36(4):750–756
Paquin AM, Zimmerman KM, Kostas TR, Pelletier L, Hwang A, Simone M, Skarf LM, Rudolph JL (2013) Complexity perplexity: a systematic review to describe the measurement of medication regimen complexity. Expert Opin Drug Saf 12(6):829–840
Wimmer BC, Cross AJ, Jokanovic N, Wiese MD, George J, Johnell K, Diug B, Bell JS (2017) Clinical outcomes associated with medication regimen complexity in older people: a systematic review. J Am Geriatr Soc 65(4):747–753
Stange D, Kriston L, von Wolff A, Baehr M, Dartsch DC (2013) Medication complexity, prescription behaviour and patient adherence at the interface between ambulatory and stationary medical care. Eur J Clin Pharmacol 69(3):573–580
Muir AJ, Sanders LL, Wilkinson WE, Schmader K (2001) Reducing medication regimen complexity: a controlled trial. J Gen Intern Med 16(2):77–82
Ferreira JM, Galato D, Melo AC (2015) Medication regimen complexity in adults and the elderly in a primary healthcare setting: determination of high and low complexities. Pharm Pract (Granada) 13(4):659
Claxton AJ, Cramer J, Pierce C (2001) A systematic review of the associations between dose regimens and medication compliance. Clin Ther 23(8):1296–1310
Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group (2009) Preferred reporting items for systematic reviews and meta-analyses: the prisma statement. PLoS Med 6(7):e1000097
Loney PL, Chambers LW, Bennett KJ, Roberts JG, Stratford PW (1988) Critical appraisal of the health research literature: prevalence or incidence of a health problem. Chronic Dis Can 19(4):170–176
Wells GA, Shea B, O'Connell D, Peterson J, Welch V, Losos M, Tugwell P (2014) The Newcastle-Ottawa scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses. Ottawa Hospital Research Institute. http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp. Accessed 25 Aug 2016
Bailey JE, Lee MD, Somes GW, Graham RL (1996) Risk factors for antihypertensive medication refill failure by patients under Medicaid managed care. Clin Ther 18(6):1252–1262
Calvo-Cidoncha E, González-Bueno J, Almeida-González CV, Morillo-Verdugo R (2015) Influence of treatment complexity on adherence and incidence of blips in HIV/HCV coinfected patients. J Manag Care Spec Pharm 21(2):153–157
Gao X, Nau DP, Rosenbluth SA, Scott V, Woodward C (2000) The relationship of disease severity, health beliefs and medication adherence among HIV patients. AIDS Care 12(4):387–398
Grunebaum MF, Weiden PJ, Olfson M (2001) Medication supervision and adherence of persons with psychotic disorders in residential treatment settings: a pilot study. J Clin Psychiatry 62(5):394–399
Stone VE, Hogan JW, Schuman P, Rompalo AM, Howard AA, Korkontzelou C, Smith DK, HERS STUDY (2001) Antiretroviral regimen complexity, self-reported adherence, and HIV patients’ understanding of their regimens: survey of women in the her study. J Acquir Immune Defic Syndr 28(2):124–131
Farris KB, Kelly MW, Tryon J (2002) Clock drawing test and medication complexity index as indicators of medication management capacity: a pilot study. J Am Pharm Assoc (Wash) 42(6):78–81
Hinkin CH, Castellon SA, Durvasula RS, Hardy DJ, Lam MN, Mason KI, Thrasher D, Goetz MB, Stefaniak M (2002) Medication adherence among HIV+ adults: effects of cognitive dysfunction and regimen complexity. Neurology 59(12):1944–1950
Wu JR, Moser DK, Chung ML, Lennie TA (2008) Predictors of medication adherence using a multidimensional adherence model in patients with heart failure. J Card Fail 14(7):603–614
Mann DM, Ponieman D, Leventhal H, Halm EA (2009) Predictors of adherence to diabetes medications: the role of disease and medication beliefs. J Behav Med 32(3):278–284
Chiu YW, Teitelbaum I, Misra M, de Leon EM, Adzize T, Mehrotra R (2009) Pill burden, adherence, hyperphosphatemia, and quality of life in maintenance dialysis patients. Clin J Am Soc Nephrol 4(6):1089–1096
Kumar V, Encinosa W (2010) Effects of HIV medication complexity and depression on adherence to HIV medication. Patient 3(1):59–69
Unni E, Farris KB (2011) Determinants of different types of medication non-adherence in cholesterol lowering and asthma maintenance medications: a theoretical approach. Patient Educ Couns 83(3):382–390
Parada H Jr, Horton LA, Cherrington A, Ibarra L, Ayala GX (2012) Correlates of medication nonadherence among Latinos with type 2 diabetes. Diabetes Educ 38(4):552–561
Bacchus D (2013) Beliefs in medications and treatment complexity as predictors of medication adherence among adults 18–65 years old with inflammatory bowel disease. Thesis, The University Of Texas At Arlington
Carpenter DM, Elstad EA, Blalock SJ, DeVellis RF (2014) Conflicting medication information: prevalence, sources, and relationship to medication adherence. J Health Commun 19(1):67–81
Logan SL, Carpenter L, Leslie RS, Hunt KS, Garrett-Mayer E, Charles J, Nicholas JS (2014) Rates and predictors of adherence to psychotropic medications in children with autism spectrum disorders. J Autism Dev Disord 44(11):2931–2948
Tebbi CK, Cummings KM, Zevon MA, Smith L, Richards M, Mallon J (1986) Compliance of pediatric and adolescent cancer patients. Cancer 58(5):1179–1184
Fritz S (2003) Predicting maternal adherence and child health status in childhood epilepsy: an exploratory model. Dissertation, University of Florida
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. J Gen Intern Med 21(12):1215–1221
Martin S, Elliott-DeSorbo DK, Wolters PL, Toledo-Tamula MAMA, Roby GRN, Zeichner SMD, Wood LVMD (2007) Patient, caregiver and regimen characteristics associated with adherence to highly active antiretroviral therapy among HIV-infected children and adolescents. Pediatr Infect Dis J 26(1):61–67
Choudhry NK, Fischer MA, Avorn J, Liberman JN, Schneeweiss S, Pakes J, Brennan TA, Shrank WH (2011) The implications of therapeutic complexity on adherence to cardiovascular medications. Arch Intern Med 171(9):814–822
Sung JC, Nichol MB, Venturini F, Bailey KL, McCombs JS, Cody M (1998) Factors affecting patient compliance with antihyperlipidemic medications in an HMO population. Am J Manag Care 4(10):1421–1430
Venturini F, Nichol MB, Sung JC, Bailey KL, Cody M, McCombs JS (1999) Compliance with sulfonylureas in a health maintenance organization: a pharmacy record-based study. Ann Pharmacother 33(3):281–288
Robin AL, Covert D (2005) Does adjunctive glaucoma therapy affect adherence to the initial primary therapy? Ophthalmology 112(5):863–868
Yuan Y, L'italien G, Mukherjee J, Iloeje UH (2006) Determinants of discontinuation of initial highly active antiretroviral therapy regimens in a US HIV-infected patient cohort. HIV Med 7(3):156–162
Pollack M, Chastek B, Williams SA, Moran J (2010) Impact of treatment complexity on adherence and glycemic control: an analysis of oral antidiabetic agents. JCOM 17(6):257–265
Acurcio FA, Silva AL, Ribeiro AQ, Rocha NP, SilveIra MR, Klein CH, Rozenfeld S (2009) Complexidade do regime terapêutico prescrito para idosos. Rev Assoc Med Bras 55(4):468–474
Ferrari CM, de Sousa RM, Castro LH (2013) Factors associated with treatment non-adherence in patients with epilepsy in Brazil. Seizure 22(5):384–389
Barreto MS, Reiners AAO, Marcon SS (2014) Conhecimento sobre hipertensão arterial e fatores associados à não adesão à farmacoterapia. Rev Latino-Am Enfermagem 22(3):484–490
Boas LCGV, Foss-Freitas MC, Pace AE (2014) Adesão de pessoas com diabetes mellitus tipo 2 ao tratamento medicamentoso. Rev Bras Enferm 67(2):268–273
Remondi FA, Cabrera MAS, Souza RKT (2014) Não adesão ao tratamento medicamentoso contínuo: prevalência e determinantes em adultos de 40 anos e mais. Cad Saúde Pública 30(1):126–136
Dorz S, Lazzarini L, Cattelan A, Meneghetti F, Novara C, Concia E, Sica C, Sanavio E (2003) Evaluation of adherence to antiretroviral therapy in Italian HIV patients. AIDS Patient Care STDs 17(1):33–41
Corsonello A, Pedone C, Lattanzio F, Lucchetti M, Garasto S, Carbone C, Greco C, Fabbietti P, Incalzi RA (2009) Regimen complexity and medication nonadherence in elderly patients. Ther Clin Risk Manag 5(1):209–216
Neri L, Martini A, Andreucci VE, Gallieni M, Rey LA, Brancaccio D, Miglior Dialisi Study Group (2011) Regimen complexity and prescription adherence in dialysis patients. Am J Nephrol 34(1):71–76
Greene JY, Weinberger M, Jerin MJ, Mamlin JJ (1982) Compliance with medication regimens among chronically ill, inner city patients. J Community Health 7(3):183–193
Cotton S, Antill JK (1984) Noncompliance: medical and psychological aspects. Aust Psychol 19(2):193–204
Conn VS, Taylor SG, Kelley S (1991) Medication regimen complexity and adherence among older adults image. J Nurs Scholarsh 23(4):231–235
Hixson-Wallace JA, Dotson JB, Blakey SA (2001) Effect of regimen complexity on patient satisfaction and compliance with warfarin therapy. Clin Appl Thromb Hemost 7(1):33–37
Tucker CM, Fennell RS, Pedersen T, Higley BP, Wallack CE, Peterson S (2002) Associations with medication adherence among ethnically different pediatric patients with renal transplants. Pediatr Nephrol 17(4):251–256
Bohachick P, Burke LE, Sereika S, Murali S, Dunbar-Jacob J (2002) Adherence to angiotensin-converting enzyme inhibitor therapy for heart failure. Prog Cardiovasc Nurs 17(4):160–166
Vik SA, Hogan DB, Patten SB, Johnson JA, Romonko-Slack L, Maxwell CJ (2006) Medication nonadherence and subsequent risk of hospitalisation and mortality among older adults. Drugs Aging 23(4):345–356
van Dijk L, Heerdink ER, Somai D, van Dulmen S, Sluijs EM, de Ridder DT, Griens AM, Bensing JM (2007) Patient risk profiles and practice variation in nonadherence to antidepressants, antihypertensives and oral hypoglycemics. BMC Health Serv Res 7:51
Anderson EP (2010) Medication adherence and the elderly with congestive heart failure: the first twenty-four hours after a hospital discharge. Thesis, Rush University
Jansà M, Hernández C, Vidal M, Nuñez M, Bertran MJ, Sanz S, Castell C, Sanz G (2010) Multidimensional analysis of treatment adherence in patients with multiple chronic conditions: a cross-sectional study in a tertiary hospital. Patient Educ Couns 81(2):161–168
Dean AJ, Wragg J, Draper J, McDermott BM (2011) Predictors of medication adherence in children receiving psychotropic medication. J Paediatr Child Health 47(6):350–355
Shaaban J, Ishak H, Ismail AH (2011) Factors associated with drug compliance among epilepsy patients. Int Med J 18(1):78–79
Henriques MAP (2011) Adesão ao regime medicamentoso em idosos na comunidade: eficácia das intervenções de enfermagem. Thesis, Universidade de Lisboa
de Vries ST, Keers JC, Visser R, de Zeeuw D, Haaijer-Ruskamp FM, Voorham J, Denig P (2014) Medication beliefs, treatment complexity, and non-adherence to different drug classes in patients with type 2 diabetes. J Psychosom Res 76(2):134–138
Tamaroff MH, Festa RS, Adesman AR, Walco GA (1992) Therapeutic adherence to oral medication regimens by adolescents with cancer. II. Clinical and psychologic correlates. J Pediatr 120(5):812–817
Golin CE, Liu H, Hays RD, Miller LG, Beck CK, Ickovics J, Kaplan AH, Wenger NS (2002) A prospective study of predictors of adherence to combination antiretroviral medication. J Gen Intern Med 17(10):756–765
Cantudo-Cuenca MR, Jiménez-Galán R, Almeida-Gonzalez CV, Morillo-Verdugo R (2014) Concurrent use of comedications reduces adherence to antiretroviral therapy among HIV-infected patients. J Manag Care Spec Pharm 20(8):844–850
Donnan PT, MacDonald TM, Morris AD (2002) Adherence to prescribed oral hypoglycaemic medication in a population of patients with type 2 diabetes: a retrospective cohort study. Diabet Med 19(4):279–284
Shalansky SJ, Levy AR (2002) Effect of number of medications on cardiovascular therapy adherence. Ann Pharmacother 36(10):1532–1539
World Health Organization (2003) Adherence to long-term therapies: evidence for action. WHO Library Cataloguing in Publication Data. http://www.who.int/chp/knowledge/publications/adherence_report/en/. Accessed 10 Jan 2017
Osterberg L, Blaschke T (2005) Adherence to medication. N Engl J Med 353(5):487–497
Wimmer BC, Johnell K, Fastbom J, Wiese MD, Bell JS (2015) Factors associated with medication regimen complexity in older people: a cross-sectional population-based study. Eur J Clin Pharmacol 71(9):1099–1108
Masoudi FA, Baillie CA, Wang Y, Bradford WD, Steiner JF, Havranek EP, Foody JM, Krumholz HM (2005) The complexity and cost of drug regimens of older patients hospitalized with heart failure in the United States, 1998–2001. Arch Intern Med 165(18):2069–2076
DiIorio C, Yeager K, Shafer PO, Letz R, Henry T, Schomer DL, McCarty F (2003) The epilepsy medication and treatment complexity index: reliability and validity testing. J Neurosci Nurs 35:155–162
Dilorio C, McDonnell M, McCarty F, Yeager K (2006) Initial testing of the antiretroviral medication complexity index. J Assoc Nurses AIDS Care 17:26–36
Martin S, Wolters PL, Calabrese SK, Toledo-Tamula MA, Wood LV, Roby G, Elliott-DeSorbo DK (2007) The antiretroviral regimen complexity index. A novel method of quantifying regimen complexity. J Acquir Immune Defic Syndr 45(5):535–544
Kelley SO (1998) Measurement of the complexity of medication regimens of the elderly. University of Missouri, Columbia
Morisky DE, Green LW, Levine DM (1986) Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care 24(1):67–74
Mansur N, Weiss A, Beloosesky Y (2012) Looking beyond polypharmacy: quantification of medication regimen complexity in the elderly. Am J Geriatr Pharmacother 10:223–229
Liu H, Golin CE, Miller LG, Hays RD, Beck CK, Sanandaji S (2001) Christian J, Maldonado T, Duran D, Kaplan AH, Wenger NS a comparison study of multiple measures of adherence to HIV protease inhibitors. Ann Intern Med 134(10):968–977
Yeh A, Shah-Manek B, Lor KB (2017) Medication regimen complexity and A1C goal attainment in underserved adults with type 2 diabetes. Ann Pharmacother 51(2):111–117
Baena MI, Fajardo P, Martínez-Olmos J, Martínez-Martínez F, Moreno P, Calleja MA et al (2005) Cumplimiento, conocimiento y automedicación como factores asociados a los resultados clínicos negativos de la farmacoterapia. Ars Pharm 46(4):365–381
Shoemaker SJ, Ramalho de Oliveira D, Alves M, Ekstrand M (2011) The medication experience: preliminary evidence of its value for patient education and counseling on chronic medications. Patient Educ Couns 83(3):443–450
Acknowledgements
This study was supported by Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG) and by Pró-reitoria de Pesquisa da Universidade Federal de Minas Gerais (UFMG).
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LLP was responsible for the study and protocol design, study screening and selection, data extraction, quality assessment, drafting of the manuscript, critical review and approval of the final manuscript. AMMR was responsible for the study and protocol design, study screening and selection, quality assessment, drafting of the manuscript, critical review and approval of the final manuscript. MGBC was responsible for the study design, quality assessment, drafting of the manuscript, critical review and approval of the final manuscript. MRS was responsible for the study design, drafting of the manuscript, critical review and approval of the final manuscript. LMRJ was responsible for the study screening and selection and approval of the final manuscript.
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Pantuzza, L.L., Ceccato, M.d.G.B., Silveira, M.R. et al. Association between medication regimen complexity and pharmacotherapy adherence: a systematic review. Eur J Clin Pharmacol 73, 1475–1489 (2017). https://doi.org/10.1007/s00228-017-2315-2
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DOI: https://doi.org/10.1007/s00228-017-2315-2