Skip to main content
Top
Published in: Archives of Public Health 1/2014

Open Access 01-12-2014 | Research

Adherence influencing factors – a systematic review of systematic reviews

Authors: Tim Mathes, Thomas Jaschinski, Dawid Pieper

Published in: Archives of Public Health | Issue 1/2014

Login to get access

Abstract

Background

Non-adherence is widespread problem. Adherence is a crucial point for the success and the safe use of therapies. The objective of this overview (review of reviews) was to identify factors that influence adherence in chronic physical conditions.

Methods

A systematic literature search was performed in Medline and Embase (1990 to July 2013). Publications were screened according to predefined inclusion criteria. The study quality was assessed using AMSTAR. Both process steps were carried out independently by two reviewers. Relevant data on study characteristics and results were extracted in piloted standardized tables by one reviewer and checked by a second. Data were synthesized using a standardized quantitative approach by two reviewers.

Results

Seven systematic reviews were included. Higher education and employment seem to have a positive effect on adherence. Ethnic minorities seem to be less adherent. Co-payments and higher medication cost seems to have negative effect on adherence. In contrast financial status/income and marital status seem to have no influence on adherence. The effect of therapy related factors was mostly unclear or had no effect. Only the number of different medications in heart failure patients showed the tendency of an effect. Indicators of regime complexity showed consistently a negative effect direction. Duration of disease seems to have no effect on adherence. There is the tendency that higher or middle age is associated with higher adherence. But in more than half of the reviews the effect was unclear. There is no clear effect of physical as well as mental comorbidity. Only one review showed the tendency of an effect for mental comorbidity. Also for gender the effect is not clear because the effect direction was heterogenic between and within the systematic reviews.

Conclusion

The presented overview shows factors than can potentially have influence on adherence. Only for a few factors the influence on adherence was consistent. Most factors showed heterogeneous results regarding statistical significance and/or effect direction. However, belonging to an ethnic minority, unemployment and cost for the patient for their medications showed consistently a negative effect on adherence which indicates that there is a social gradient.
Appendix
Available only for authorised users
Literature
1.
go back to reference Cramer JA, Roy A, Burrell A, Fairchild CJ, Fuldeore MJ, Ollendorf DA, Wong PK: Medication compliance and persistence: terminology and definitions. Value Health: J Int Soc Pharmacoeconomics Outcomes Res. 2008, 11 (1): 44-47. 10.1111/j.1524-4733.2007.00213.x.CrossRef Cramer JA, Roy A, Burrell A, Fairchild CJ, Fuldeore MJ, Ollendorf DA, Wong PK: Medication compliance and persistence: terminology and definitions. Value Health: J Int Soc Pharmacoeconomics Outcomes Res. 2008, 11 (1): 44-47. 10.1111/j.1524-4733.2007.00213.x.CrossRef
2.
go back to reference Osterberg L, Blaschke T: Adherence to Medication. N Engl J Med. 2005, 353 (5): 487-497. 10.1056/NEJMra050100.CrossRefPubMed Osterberg L, Blaschke T: Adherence to Medication. N Engl J Med. 2005, 353 (5): 487-497. 10.1056/NEJMra050100.CrossRefPubMed
3.
go back to reference World Health Organization: Adherence to long-term therapies: evidence for action. 2003, Geneva, Switzerland: World health Organization World Health Organization: Adherence to long-term therapies: evidence for action. 2003, Geneva, Switzerland: World health Organization
4.
go back to reference The ABC Project team: Ascertaing barriers for compliance: policies for save, effective and cost-effective use medicines in Europe. Final report of the ABC project (Deliverable 71). 2012 The ABC Project team: Ascertaing barriers for compliance: policies for save, effective and cost-effective use medicines in Europe. Final report of the ABC project (Deliverable 71). 2012
5.
go back to reference DiMatteo MR, Giordani PJ, Lepper HS, Croghan TW: Patient adherence and medical treatment outcomes: a meta-analysis. Med Care. 2002, 40 (9): 794-811. 10.1097/00005650-200209000-00009.CrossRefPubMed DiMatteo MR, Giordani PJ, Lepper HS, Croghan TW: Patient adherence and medical treatment outcomes: a meta-analysis. Med Care. 2002, 40 (9): 794-811. 10.1097/00005650-200209000-00009.CrossRefPubMed
6.
go back to reference Simpson SH, Eurich DT, Majumdar SR, Padwal RS, Tsuyuki RT, Varney J, Johnson JA: A meta-analysis of the association between adherence to drug therapy and mortality. BMJ. 2006, 333 (7557): 15-10.1136/bmj.38875.675486.55.CrossRefPubMedPubMedCentral Simpson SH, Eurich DT, Majumdar SR, Padwal RS, Tsuyuki RT, Varney J, Johnson JA: A meta-analysis of the association between adherence to drug therapy and mortality. BMJ. 2006, 333 (7557): 15-10.1136/bmj.38875.675486.55.CrossRefPubMedPubMedCentral
7.
go back to reference Mathes T, Pieper D, Antoine SL, Eikermann M: Adherence influencing factors in patients taking oral anticancer agents: a systematic review. Cancer Epidemiol. 2014, 38 (3): 214-226. 10.1016/j.canep.2014.03.012.CrossRefPubMed Mathes T, Pieper D, Antoine SL, Eikermann M: Adherence influencing factors in patients taking oral anticancer agents: a systematic review. Cancer Epidemiol. 2014, 38 (3): 214-226. 10.1016/j.canep.2014.03.012.CrossRefPubMed
8.
go back to reference Shea B, Grimshaw J, Wells G, Boers M, Andersson N, Hamel C, Porter A, Tugwell P, Moher D, Bouter L: Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol. 2007, 7 (1): 10-10.1186/1471-2288-7-10.CrossRefPubMedPubMedCentral Shea B, Grimshaw J, Wells G, Boers M, Andersson N, Hamel C, Porter A, Tugwell P, Moher D, Bouter L: Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol. 2007, 7 (1): 10-10.1186/1471-2288-7-10.CrossRefPubMedPubMedCentral
9.
go back to reference Shea BJ, Hamel C, Wells GA, Bouter LM, Kristjansson E, Grimshaw J, Henry DA, Boers M: AMSTAR is a reliable and valid measurement tool to assess the methodological quality of systematic reviews. J Clin Epidemiol. 2009, 62 (10): 1013-1020. 10.1016/j.jclinepi.2008.10.009.CrossRefPubMed Shea BJ, Hamel C, Wells GA, Bouter LM, Kristjansson E, Grimshaw J, Henry DA, Boers M: AMSTAR is a reliable and valid measurement tool to assess the methodological quality of systematic reviews. J Clin Epidemiol. 2009, 62 (10): 1013-1020. 10.1016/j.jclinepi.2008.10.009.CrossRefPubMed
10.
go back to reference Grimshaw J, McAuley LM, Bero LA, Grilli R, Oxman AD, Ramsay C, Vale L, Zwarenstein M: Systematic reviews of the effectiveness of quality improvement strategies and programmes. Qual Saf Health Care. 2003, 12 (4): 298-303. 10.1136/qhc.12.4.298.CrossRefPubMedPubMedCentral Grimshaw J, McAuley LM, Bero LA, Grilli R, Oxman AD, Ramsay C, Vale L, Zwarenstein M: Systematic reviews of the effectiveness of quality improvement strategies and programmes. Qual Saf Health Care. 2003, 12 (4): 298-303. 10.1136/qhc.12.4.298.CrossRefPubMedPubMedCentral
11.
go back to reference Broekmans S, Dobbels F, Milisen K, Morlion B, Vanderschueren S: Medication adherence in patients with chronic non-malignant pain: is there a problem?. Eur J pain (Lond, Eng). 2009, 13 (2): 115-123. 10.1016/j.ejpain.2008.02.010.CrossRef Broekmans S, Dobbels F, Milisen K, Morlion B, Vanderschueren S: Medication adherence in patients with chronic non-malignant pain: is there a problem?. Eur J pain (Lond, Eng). 2009, 13 (2): 115-123. 10.1016/j.ejpain.2008.02.010.CrossRef
12.
go back to reference Daley DJ, Myint PK, Gray RJ, Deane KH: Systematic review on factors associated with medication non-adherence in Parkinson’s disease. Parkinsonism Relat Disord. 2012, Epub 2012/10/02 Daley DJ, Myint PK, Gray RJ, Deane KH: Systematic review on factors associated with medication non-adherence in Parkinson’s disease. Parkinsonism Relat Disord. 2012, Epub 2012/10/02
13.
go back to reference Oosterom-Calo R, van Ballegooijen AJ, Terwee CB, Te Velde SJ, Brouwer IA, Jaarsma T, Brug J: Determinants of adherence to heart failure medication: a systematic literature review. Heart Fail Rev. 2013, 18 (4): 409-427. 10.1007/s10741-012-9321-3.CrossRefPubMed Oosterom-Calo R, van Ballegooijen AJ, Terwee CB, Te Velde SJ, Brouwer IA, Jaarsma T, Brug J: Determinants of adherence to heart failure medication: a systematic literature review. Heart Fail Rev. 2013, 18 (4): 409-427. 10.1007/s10741-012-9321-3.CrossRefPubMed
14.
go back to reference Pasma A, Van’t Spijker A, Hazes JM, Busschbach JJ, Luime JJ: Factors associated with adherence to pharmaceutical treatment for rheumatoid arthritis patients: A systematic review. Semin Arthritis Rheum. 2013, Epub 2013/01/29 Pasma A, Van’t Spijker A, Hazes JM, Busschbach JJ, Luime JJ: Factors associated with adherence to pharmaceutical treatment for rheumatoid arthritis patients: A systematic review. Semin Arthritis Rheum. 2013, Epub 2013/01/29
15.
go back to reference Schrijvers LH, Uitslager N, Schuurmans MJ, Fischer K: Barriers and motivators of adherence to prophylactic treatment in haemophilia: a systematic review. Haemophilia: J World Federation Hemophilia. 2013, 19 (3): 355-361. 10.1111/hae.12079.CrossRef Schrijvers LH, Uitslager N, Schuurmans MJ, Fischer K: Barriers and motivators of adherence to prophylactic treatment in haemophilia: a systematic review. Haemophilia: J World Federation Hemophilia. 2013, 19 (3): 355-361. 10.1111/hae.12079.CrossRef
16.
go back to reference Sinnott SJ, Buckley C, O’Riordan D, Bradley C, Whelton H: The Effect of Copayments for Prescriptions on Adherence to Prescription Medicines in Publicly Insured Populations; A Systematic Review and Meta-Analysis. PLoS One. 2013, 8 (5): Sinnott SJ, Buckley C, O’Riordan D, Bradley C, Whelton H: The Effect of Copayments for Prescriptions on Adherence to Prescription Medicines in Publicly Insured Populations; A Systematic Review and Meta-Analysis. PLoS One. 2013, 8 (5):
17.
go back to reference Verbrugghe M, Verhaeghe S, Lauwaert K, Beeckman D, Van Hecke A: Determinants and associated factors influencing medication adherence and persistence to oral anticancer drugs: A systematic review. Cancer Treat Rev. 2013, 39 (6): 610-621. 10.1016/j.ctrv.2012.12.014.CrossRefPubMed Verbrugghe M, Verhaeghe S, Lauwaert K, Beeckman D, Van Hecke A: Determinants and associated factors influencing medication adherence and persistence to oral anticancer drugs: A systematic review. Cancer Treat Rev. 2013, 39 (6): 610-621. 10.1016/j.ctrv.2012.12.014.CrossRefPubMed
18.
go back to reference Atkinson MJ, Petrozzino JJ: An evidence-based review of treatment-related determinants of patients’ nonadherence to HIV medications. AIDS Patient Care STDS. 2009, 23 (11): 903-914. 10.1089/apc.2009.0024.CrossRefPubMed Atkinson MJ, Petrozzino JJ: An evidence-based review of treatment-related determinants of patients’ nonadherence to HIV medications. AIDS Patient Care STDS. 2009, 23 (11): 903-914. 10.1089/apc.2009.0024.CrossRefPubMed
19.
go back to reference Davies MJ, Gagliardino JJ, Gray LJ, Khunti K, Mohan V, Hughes R: Real-world factors affecting adherence to insulin therapy in patients with Type 1 or Type 2 diabetes mellitus: a systematic review. Diabet Med. 2013, 30 (5): 512-524. 10.1111/dme.12128.CrossRefPubMed Davies MJ, Gagliardino JJ, Gray LJ, Khunti K, Mohan V, Hughes R: Real-world factors affecting adherence to insulin therapy in patients with Type 1 or Type 2 diabetes mellitus: a systematic review. Diabet Med. 2013, 30 (5): 512-524. 10.1111/dme.12128.CrossRefPubMed
20.
go back to reference Thorneloe RJ, Bundy C, Griffiths CE, Ashcroft DM, Cordingley L: Adherence to medication in patients with psoriasis: a systematic literature review. Br J Dermatol. 2013, 168 (1): 20-31. 10.1111/bjd.12039.CrossRefPubMed Thorneloe RJ, Bundy C, Griffiths CE, Ashcroft DM, Cordingley L: Adherence to medication in patients with psoriasis: a systematic literature review. Br J Dermatol. 2013, 168 (1): 20-31. 10.1111/bjd.12039.CrossRefPubMed
21.
go back to reference Dew MA, DiMartini AF, De Vito DA, Myaskovsky L, Steel J, Unruh M, Switzer GE, Zomak R, Kormos RL, Greenhouse JB: Rates and risk factors for nonadherence to the medical regimen after adult solid organ transplantation. Transplantation. 2007, 83 (7): 858-873. 10.1097/01.tp.0000258599.65257.a6.CrossRefPubMed Dew MA, DiMartini AF, De Vito DA, Myaskovsky L, Steel J, Unruh M, Switzer GE, Zomak R, Kormos RL, Greenhouse JB: Rates and risk factors for nonadherence to the medical regimen after adult solid organ transplantation. Transplantation. 2007, 83 (7): 858-873. 10.1097/01.tp.0000258599.65257.a6.CrossRefPubMed
22.
go back to reference Jackson CA, Clatworthy J, Robinson A, Horne R: Factors associated with non-adherence to oral medication for inflammatory bowel disease: a systematic review. Am J Gastroenterol. 2010, 105 (3): 525-539. 10.1038/ajg.2009.685.CrossRefPubMed Jackson CA, Clatworthy J, Robinson A, Horne R: Factors associated with non-adherence to oral medication for inflammatory bowel disease: a systematic review. Am J Gastroenterol. 2010, 105 (3): 525-539. 10.1038/ajg.2009.685.CrossRefPubMed
23.
go back to reference Gellad WF, Grenard J, McGlynn EA: A Review of Barriers to Medication Adherence: A Framework for Driving Policy Options. Technical report. Edited by: Corporation TR. 2009, Pittsburgh: RAND Gellad WF, Grenard J, McGlynn EA: A Review of Barriers to Medication Adherence: A Framework for Driving Policy Options. Technical report. Edited by: Corporation TR. 2009, Pittsburgh: RAND
24.
go back to reference Hayden JA, Chou R, Hogg-Johnson S, Bombardier C: Systematic reviews of low back pain prognosis had variable methods and results: guidance for future prognosis reviews. J Clin Epidemiol. 2009, 62 (8): 781-796. 10.1016/j.jclinepi.2008.09.004. e781CrossRefPubMed Hayden JA, Chou R, Hogg-Johnson S, Bombardier C: Systematic reviews of low back pain prognosis had variable methods and results: guidance for future prognosis reviews. J Clin Epidemiol. 2009, 62 (8): 781-796. 10.1016/j.jclinepi.2008.09.004. e781CrossRefPubMed
25.
26.
go back to reference Rothman K, Greenland S, Lash T: Modern epidemiology. 2008, Philadelphia: Lippincott Williams & Wilkins, 3 Rothman K, Greenland S, Lash T: Modern epidemiology. 2008, Philadelphia: Lippincott Williams & Wilkins, 3
27.
go back to reference Mathes T, Antoine S-L, Pieper D: Factors influencing adherence in Hepatitis-C infected patients: a systematic review. BMC Infect Dis. 2014, 14 (1): 203-10.1186/1471-2334-14-203.CrossRefPubMedPubMedCentral Mathes T, Antoine S-L, Pieper D: Factors influencing adherence in Hepatitis-C infected patients: a systematic review. BMC Infect Dis. 2014, 14 (1): 203-10.1186/1471-2334-14-203.CrossRefPubMedPubMedCentral
28.
go back to reference Vasamreddy CR, Dalal D, Dong JUN, Cheng A, Spragg D, Lamiy SZ, Meininger G, Henrikson CA, Marine JE, Berger R, Calkins H: Symptomatic and Asymptomatic Atrial Fibrillation in Patients Undergoing Radiofrequency Catheter Ablation. J Cardiovasc Electrophysiol. 2006, 17 (2): 134-139. 10.1111/j.1540-8167.2006.00359.x.CrossRefPubMed Vasamreddy CR, Dalal D, Dong JUN, Cheng A, Spragg D, Lamiy SZ, Meininger G, Henrikson CA, Marine JE, Berger R, Calkins H: Symptomatic and Asymptomatic Atrial Fibrillation in Patients Undergoing Radiofrequency Catheter Ablation. J Cardiovasc Electrophysiol. 2006, 17 (2): 134-139. 10.1111/j.1540-8167.2006.00359.x.CrossRefPubMed
29.
go back to reference Lehane E, McCarthy G: Intentional and unintentional medication non-adherence: A comprehensive framework for clinical research and practice? A discussion paper. Int J Nurs Stud. 2007, 44 (8): 1468-1477. 10.1016/j.ijnurstu.2006.07.010.CrossRefPubMed Lehane E, McCarthy G: Intentional and unintentional medication non-adherence: A comprehensive framework for clinical research and practice? A discussion paper. Int J Nurs Stud. 2007, 44 (8): 1468-1477. 10.1016/j.ijnurstu.2006.07.010.CrossRefPubMed
30.
go back to reference Gadkari A, McHorney C: Unintentional non-adherence to chronic prescription medications: How unintentional is it really?. BMC Health Serv Res. 2012, 12 (1): 98-10.1186/1472-6963-12-98.CrossRefPubMedPubMedCentral Gadkari A, McHorney C: Unintentional non-adherence to chronic prescription medications: How unintentional is it really?. BMC Health Serv Res. 2012, 12 (1): 98-10.1186/1472-6963-12-98.CrossRefPubMedPubMedCentral
31.
go back to reference Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, Dobbels F, Fargher E, Morrison V, Lewek P, Matyjaszczyk M, Mshelia C, Clyne W, Aronson JK: A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012, 73 (5): 691-705. 10.1111/j.1365-2125.2012.04167.x.CrossRefPubMedPubMedCentral Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, Dobbels F, Fargher E, Morrison V, Lewek P, Matyjaszczyk M, Mshelia C, Clyne W, Aronson JK: A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012, 73 (5): 691-705. 10.1111/j.1365-2125.2012.04167.x.CrossRefPubMedPubMedCentral
32.
go back to reference Akerblad AC, Bengtsson F, Holgersson M, von Knorring L, Ekselius L: Identification of primary care patients at risk of nonadherence to antidepressant treatment. Patient Prefer Adherence. 2008, 2: 379-386.PubMedPubMedCentral Akerblad AC, Bengtsson F, Holgersson M, von Knorring L, Ekselius L: Identification of primary care patients at risk of nonadherence to antidepressant treatment. Patient Prefer Adherence. 2008, 2: 379-386.PubMedPubMedCentral
33.
go back to reference Harmon G, Lefante J, Krousel-Wood M: Overcoming barriers: the role of providers in improving patient adherence to antihypertensive medications. Curr Opin Cardiol. 2006, 21 (4): 310-315. 10.1097/01.hco.0000231400.10104.e2.CrossRefPubMed Harmon G, Lefante J, Krousel-Wood M: Overcoming barriers: the role of providers in improving patient adherence to antihypertensive medications. Curr Opin Cardiol. 2006, 21 (4): 310-315. 10.1097/01.hco.0000231400.10104.e2.CrossRefPubMed
34.
go back to reference Balfour L, Tasca GA, Kowal J, Corace K, Cooper CL, Angel JB, Garber G, Macpherson PA, Cameron DW: Development and validation of the HIV Medication Readiness Scale. Assessment. 2007, 14 (4): 408-416. 10.1177/1073191107304295.CrossRefPubMed Balfour L, Tasca GA, Kowal J, Corace K, Cooper CL, Angel JB, Garber G, Macpherson PA, Cameron DW: Development and validation of the HIV Medication Readiness Scale. Assessment. 2007, 14 (4): 408-416. 10.1177/1073191107304295.CrossRefPubMed
Metadata
Title
Adherence influencing factors – a systematic review of systematic reviews
Authors
Tim Mathes
Thomas Jaschinski
Dawid Pieper
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Archives of Public Health / Issue 1/2014
Electronic ISSN: 2049-3258
DOI
https://doi.org/10.1186/2049-3258-72-37

Other articles of this Issue 1/2014

Archives of Public Health 1/2014 Go to the issue