Skip to main content
Top
Published in: BMC Health Services Research 1/2015

Open Access 01-12-2015 | Research article

Validation of the Adherence Barriers Questionnaire – an instrument for identifying potential risk factors associated with medication-related non-adherence

Authors: Sabrina Müller, Thomas Kohlmann, Thomas Wilke

Published in: BMC Health Services Research | Issue 1/2015

Login to get access

Abstract

Background

Medication non-adherence is a major challenge in the real-life treatment of chronically ill patients. To meet this challenge, adherence interventions with a tailored approach towards patient-specific adherence barriers that are identified with a reliable and practicable questionnaire are needed. The aim of this investigation was to develop and validate such a questionnaire, the “Adherence Barriers Questionnaire (ABQ)”.

Methods

The German ABQ was developed and tested in 432 patients with atrial fibrillation in a multicentre observational cohort study. Evaluation of the questionnaire included an assessment of internal consistency as well as factor analysis. Criterion-related external validity was assessed by comparing the ABQ score with (1) the degree of self-reported adherence and (2) the time in therapeutic range which describes the anticoagulation quality achieved by patients treated with oral anticoagulation.

Results

The final 14-item ABQ scale demonstrated high internal consistency (Cronbach’s alpha = 0.820). Factor analysis identified a three-factor solution, representing intentional adherence barriers with 5 items (31.9% of the variance), medication-/health care system-related adherence barriers with 5 items (13.3% of the variance) and unintentional adherence barriers with 4 items (7.7% of the variance).
The ABQ correlated significantly with self-reported non-adherence (Spearman’s rho = 0.438, p < 0.001) as well as time in therapeutic range (Spearman’s rho = − 0.161, p < 0.010). Patients with above-average ABQ scores (increased number and/or strength of existing adherence barriers) were significantly (p < 0.005, Pearson Chi-Square) more likely to have a poor anticoagulation quality (TTR < 60%) than patients with a lower ABQ score (44.6% versus 27.3%).

Conclusions

The ABQ is a practicable, reliable and valid instrument for identifying patient-specific barriers to medication-related adherence. Future research is required to examine the ability of the ABQ to identify patient perception/behaviour changes over time which may be important for the measurement of success of adherence interventions.
Appendix
Available only for authorised users
Literature
2.
go back to reference Haynes RB, Ackloo E, Sahota N, McDonald HP, Yao X. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2008;2:CD000011.PubMed Haynes RB, Ackloo E, Sahota N, McDonald HP, Yao X. Interventions for enhancing medication adherence. Cochrane Database Syst Rev. 2008;2:CD000011.PubMed
3.
go back to reference Horne R, Weinman J, Barber N, Elliott R, Morgan M, Cribb A, et al. Concordance, adherence and compliance in medicine taking, Report for the National Co-ordinating Centre for NHS Service Delivery and Organisation R & D. 2005. Horne R, Weinman J, Barber N, Elliott R, Morgan M, Cribb A, et al. Concordance, adherence and compliance in medicine taking, Report for the National Co-ordinating Centre for NHS Service Delivery and Organisation R & D. 2005.
4.
go back to reference DiMatteo MR. Variations in patients’ adherence to medical recommendations: a quantitative review of 50 years of research. Med Care. 2004;42(3):200–9.PubMedCrossRef DiMatteo MR. Variations in patients’ adherence to medical recommendations: a quantitative review of 50 years of research. Med Care. 2004;42(3):200–9.PubMedCrossRef
5.
go back to reference World Health Organization. Adherence to long-term therapies. Switzerland: WHO Library Cataloguing-in-Publication Data; 2003. World Health Organization. Adherence to long-term therapies. Switzerland: WHO Library Cataloguing-in-Publication Data; 2003.
6.
go back to reference Gwadry-Sridhar FH, Manias E, Lal L, Salas M, Hughes DA, Ratzki-Leewing A, et al. Impact of interventions on medication adherence and blood pressure control in patients with essential hypertension: a systematic review by the ISPOR medication adherence and persistence special interest group. Value Health. 2013;16(5):863–71.PubMedCrossRef Gwadry-Sridhar FH, Manias E, Lal L, Salas M, Hughes DA, Ratzki-Leewing A, et al. Impact of interventions on medication adherence and blood pressure control in patients with essential hypertension: a systematic review by the ISPOR medication adherence and persistence special interest group. Value Health. 2013;16(5):863–71.PubMedCrossRef
7.
go back to reference Demonceau J, Ruppar T, Kristanto P, Hughes DA, Fargher E, Kardas P, et al. ABC project team. Identification and assessment of adherence-enhancing interventions in studies assessing medication adherence through electronically compiled drug dosing histories: a systematic literature review and meta-analysis. Drugs. 2013;73(6):545–62.PubMedPubMedCentralCrossRef Demonceau J, Ruppar T, Kristanto P, Hughes DA, Fargher E, Kardas P, et al. ABC project team. Identification and assessment of adherence-enhancing interventions in studies assessing medication adherence through electronically compiled drug dosing histories: a systematic literature review and meta-analysis. Drugs. 2013;73(6):545–62.PubMedPubMedCentralCrossRef
8.
go back to reference Banning M. A review of interventions used to improve adherence to medication in older people. Int J Nurs Stud. 2009;46(11):1505–15.PubMedCrossRef Banning M. A review of interventions used to improve adherence to medication in older people. Int J Nurs Stud. 2009;46(11):1505–15.PubMedCrossRef
9.
go back to reference Viswanathan M, Golin CE, Jones CD, Ashok M, Blalock SJ, Wines RC, et al. Interventions to improve adherence to selfadministered medications for chronic diseases in the United States: a systematic review. Ann Intern Med. 2012;157(11):785–95.PubMedCrossRef Viswanathan M, Golin CE, Jones CD, Ashok M, Blalock SJ, Wines RC, et al. Interventions to improve adherence to selfadministered medications for chronic diseases in the United States: a systematic review. Ann Intern Med. 2012;157(11):785–95.PubMedCrossRef
10.
go back to reference McDonald HP, Garg AX, Haynes RB. Interventions to enhance patient adherence to medication prescriptions: scientific review. JAMA. 2002;288(22):2868–279.PubMedCrossRef McDonald HP, Garg AX, Haynes RB. Interventions to enhance patient adherence to medication prescriptions: scientific review. JAMA. 2002;288(22):2868–279.PubMedCrossRef
11.
go back to reference van Dulmen S, Sluijs E, van Dijk L, de Ridder D, Heerdink R, Bensing J. Patient adherence to medical treatment: a review of reviews. BMC Health Serv Res. 2007;7:55.PubMedPubMedCentralCrossRef van Dulmen S, Sluijs E, van Dijk L, de Ridder D, Heerdink R, Bensing J. Patient adherence to medical treatment: a review of reviews. BMC Health Serv Res. 2007;7:55.PubMedPubMedCentralCrossRef
12.
go back to reference Wilke T, Müller S, Morisky DE. Toward identifying the causes and combinations of causes increasing the risks of nonadherence to medical regimens: combined results of two German self-report surveys. Value Health. 2011;14(8):1092–100.PubMedCrossRef Wilke T, Müller S, Morisky DE. Toward identifying the causes and combinations of causes increasing the risks of nonadherence to medical regimens: combined results of two German self-report surveys. Value Health. 2011;14(8):1092–100.PubMedCrossRef
13.
go back to reference Odegard PS, Capoccia K. Medication taking and diabetes: a systematic review of the literature. Diabetes Educ. 2007;33(6):1014–29.PubMedCrossRef Odegard PS, Capoccia K. Medication taking and diabetes: a systematic review of the literature. Diabetes Educ. 2007;33(6):1014–29.PubMedCrossRef
14.
go back to reference Mitchell AJ, Selmes T. Why don’t patients take their medicine? Reasons and solutions in psychiatry. Adv Psychiatr Treat. 2007;13:336–46.CrossRef Mitchell AJ, Selmes T. Why don’t patients take their medicine? Reasons and solutions in psychiatry. Adv Psychiatr Treat. 2007;13:336–46.CrossRef
15.
go back to reference Morisky DE, Ang A, Krousel-Wood M, Ward HJ. Predictive validity of a medication adherence measure in an outpatient setting. J Clin Hypertens. 2008;10(5):348–54.CrossRef Morisky DE, Ang A, Krousel-Wood M, Ward HJ. Predictive validity of a medication adherence measure in an outpatient setting. J Clin Hypertens. 2008;10(5):348–54.CrossRef
16.
go back to reference 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(2):113–24.PubMedCrossRef 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(2):113–24.PubMedCrossRef
17.
go back to reference Horne R, Weinman J, Hankins M. The beliefs about medicines questionnaire: the development and evaluation of a new method for assessing the cognitive representation of medication. Psychol Health. 1999;14(1):1–24.CrossRef Horne R, Weinman J, Hankins M. The beliefs about medicines questionnaire: the development and evaluation of a new method for assessing the cognitive representation of medication. Psychol Health. 1999;14(1):1–24.CrossRef
18.
go back to reference Ayiesah R, Leonard JH, Chong CY. Development and validation of non-adherence to pulmonary rehabilitation questionnaire: a clinical tool for patients with chronic obstructive pulmonary diseases. Clin Ter. 2014;165(3):123–8.PubMed Ayiesah R, Leonard JH, Chong CY. Development and validation of non-adherence to pulmonary rehabilitation questionnaire: a clinical tool for patients with chronic obstructive pulmonary diseases. Clin Ter. 2014;165(3):123–8.PubMed
19.
go back to reference de Klerk E, van der Heijde D, Landewé R, van der Tempel H, van der Linden S. The compliance-questionnaire-rheumatology compared with electronic medication event monitoring: a validation study. J Rheumatol. 2003;30(11):2469–75.PubMed de Klerk E, van der Heijde D, Landewé R, van der Tempel H, van der Linden S. The compliance-questionnaire-rheumatology compared with electronic medication event monitoring: a validation study. J Rheumatol. 2003;30(11):2469–75.PubMed
20.
go back to reference Nguyen TM, La Caze A, Cottrell N. What are validated self-report adherence scales really measuring?: a systematic review. Br J Clin Pharmacol. 2014;77(3):427–45.PubMedPubMedCentralCrossRef Nguyen TM, La Caze A, Cottrell N. What are validated self-report adherence scales really measuring?: a systematic review. Br J Clin Pharmacol. 2014;77(3):427–45.PubMedPubMedCentralCrossRef
21.
go back to reference Paes AH, Bakker A, Soe-Agnie CJ. Impact of dosage frequency on patient compliance. Diabetes Care. 1997;20(10):1512–7.PubMedCrossRef Paes AH, Bakker A, Soe-Agnie CJ. Impact of dosage frequency on patient compliance. Diabetes Care. 1997;20(10):1512–7.PubMedCrossRef
22.
go back to reference Claxton AJ, Cramer J, Pierce C. A systematic review of the associations between dose regimens and medication compliance. Clin Ther. 2001;23(8):1296–310.PubMedCrossRef Claxton AJ, Cramer J, Pierce C. A systematic review of the associations between dose regimens and medication compliance. Clin Ther. 2001;23(8):1296–310.PubMedCrossRef
23.
go back to reference Ingersoll KS, Cohen J. The impact of medication regimen factors on adherence to chronic treatment: a review of literature. J Behav Med. 2008;31(3):213–24.PubMedPubMedCentralCrossRef Ingersoll KS, Cohen J. The impact of medication regimen factors on adherence to chronic treatment: a review of literature. J Behav Med. 2008;31(3):213–24.PubMedPubMedCentralCrossRef
24.
go back to reference Chao J, Nau DP, Aikens JE. Patient-reported perceptions of side effects of antihyperglycemic medication and adherence to medication regimens in persons with diabetes mellitus. Clin Ther. 2007;29(1):177–80.PubMedCrossRef Chao J, Nau DP, Aikens JE. Patient-reported perceptions of side effects of antihyperglycemic medication and adherence to medication regimens in persons with diabetes mellitus. Clin Ther. 2007;29(1):177–80.PubMedCrossRef
25.
go back to reference Horne R, Buick D, Fisher M, Leake H, Cooper V, Weinman J. Doubts about necessity and concerns about adverse effects: identifying the types of beliefs that are associated with non-adherence to HAART. Int J STD AIDS. 2004;15(1):38–44.PubMedCrossRef Horne R, Buick D, Fisher M, Leake H, Cooper V, Weinman J. Doubts about necessity and concerns about adverse effects: identifying the types of beliefs that are associated with non-adherence to HAART. Int J STD AIDS. 2004;15(1):38–44.PubMedCrossRef
26.
27.
go back to reference Colombi AM, Yu-Isenberg K, Priest J. The effects of health plan copayments on adherence to oral diabetes medication and health resource utilization. J Occup Environ Med. 2008;50(5):535–41.PubMedCrossRef Colombi AM, Yu-Isenberg K, Priest J. The effects of health plan copayments on adherence to oral diabetes medication and health resource utilization. J Occup Environ Med. 2008;50(5):535–41.PubMedCrossRef
28.
go back to reference Maciejewski ML, Bryson CL, Perkins M, Blough DK, Cunningham FE, Fortney JC, et al. Increasing copayments and adherence to diabetes, hypertension, and hyperlipidemic medications. Am J Manag Care. 2010;16(1):e20–34.PubMed Maciejewski ML, Bryson CL, Perkins M, Blough DK, Cunningham FE, Fortney JC, et al. Increasing copayments and adherence to diabetes, hypertension, and hyperlipidemic medications. Am J Manag Care. 2010;16(1):e20–34.PubMed
29.
go back to reference Wroth TH, Pathman DE. Primary medication adherence in a rural population: the role of the patient‑physician relationship and satisfaction with care. J Am Board Fam Med. 2006;19(5):478–86.PubMedCrossRef Wroth TH, Pathman DE. Primary medication adherence in a rural population: the role of the patient‑physician relationship and satisfaction with care. J Am Board Fam Med. 2006;19(5):478–86.PubMedCrossRef
30.
go back to reference Kilbourne AM, Reynolds 3rd CF, Good CB, Sereika SM, Justice AC, Fine MJ. How does depression influence diabetes medication adherence in older patients? Am J Geriatr Psychiatry. 2005;13(3):202–10.PubMedCrossRef Kilbourne AM, Reynolds 3rd CF, Good CB, Sereika SM, Justice AC, Fine MJ. How does depression influence diabetes medication adherence in older patients? Am J Geriatr Psychiatry. 2005;13(3):202–10.PubMedCrossRef
31.
go back to reference Nau DP, Aikens JE, Pacholski AM. Effects of gender and depression on oral medication adherence in persons with type 2 diabetes mellitus. Gend Med. 2007;4(3):205–13.PubMedCrossRef Nau DP, Aikens JE, Pacholski AM. Effects of gender and depression on oral medication adherence in persons with type 2 diabetes mellitus. Gend Med. 2007;4(3):205–13.PubMedCrossRef
32.
go back to reference Arlt S, Lindner R, Rösler A, von Renteln-Kruse W. Adherence to medication in patients with dementia: predictors and strategies for improvement. Drugs Aging. 2008;25(12):1033–47.PubMedCrossRef Arlt S, Lindner R, Rösler A, von Renteln-Kruse W. Adherence to medication in patients with dementia: predictors and strategies for improvement. Drugs Aging. 2008;25(12):1033–47.PubMedCrossRef
33.
go back to reference Lehane E, McCarthy G. An examination of the intentional and unintentional aspects of medication non-adherence in patients diagnosed with hypertension. J Clin Nurs. 2007;16(4):698–706.PubMedCrossRef Lehane E, McCarthy G. An examination of the intentional and unintentional aspects of medication non-adherence in patients diagnosed with hypertension. J Clin Nurs. 2007;16(4):698–706.PubMedCrossRef
34.
go back to reference Lowry KP, Dudley TK, Oddone EZ, Bosworth HB. Intentional and unintentional nonadherence to antihypertensive medication. Ann Pharmacother. 2005;39(7–8):1198–203.PubMedCrossRef Lowry KP, Dudley TK, Oddone EZ, Bosworth HB. Intentional and unintentional nonadherence to antihypertensive medication. Ann Pharmacother. 2005;39(7–8):1198–203.PubMedCrossRef
35.
go back to reference Wilke T, Moock J, Müller S, Pfannkuche M, Kurth A. Nonadherence in outpatient thrombosis prophylaxis with low molecular weight heparins after major orthopedic surgery. Clin Orthop Relat Res. 2010;468(9):2437–53.PubMedPubMedCentralCrossRef Wilke T, Moock J, Müller S, Pfannkuche M, Kurth A. Nonadherence in outpatient thrombosis prophylaxis with low molecular weight heparins after major orthopedic surgery. Clin Orthop Relat Res. 2010;468(9):2437–53.PubMedPubMedCentralCrossRef
36.
go back to reference Mann DM, Ponieman D, Leventhal H, Halm EA. Predictors of adherence to diabetes medications: the role of disease and medication beliefs. J Behav Med. 2009;32(3):278–84.PubMedCrossRef Mann DM, Ponieman D, Leventhal H, Halm EA. Predictors of adherence to diabetes medications: the role of disease and medication beliefs. J Behav Med. 2009;32(3):278–84.PubMedCrossRef
37.
go back to reference Turan B, Osar Z, Molzan Turan J, Damci T, Ilkova H. The role of coping with disease in adherence to treatment regimen and disease control in type 1 and insulin treated type 2 diabetes mellitus. Diabetes Metab. 2002;28(3):186–93.PubMed Turan B, Osar Z, Molzan Turan J, Damci T, Ilkova H. The role of coping with disease in adherence to treatment regimen and disease control in type 1 and insulin treated type 2 diabetes mellitus. Diabetes Metab. 2002;28(3):186–93.PubMed
38.
go back to reference Gatti ME, Jacobson KL, Gazmararian JA, Schmotzer B, Kripalani S. Relationships between beliefs about medications and adherence. Am J Health-Syst Pharm. 2009;66(7):657–64.PubMedCrossRef Gatti ME, Jacobson KL, Gazmararian JA, Schmotzer B, Kripalani S. Relationships between beliefs about medications and adherence. Am J Health-Syst Pharm. 2009;66(7):657–64.PubMedCrossRef
39.
go back to reference Stöber J. The Social Desirability Scale-17 (SDS-17): convergent validity, discriminant validity, and relationship with age. Eur J Psychol Assess. 2001;17:222–32.CrossRef Stöber J. The Social Desirability Scale-17 (SDS-17): convergent validity, discriminant validity, and relationship with age. Eur J Psychol Assess. 2001;17:222–32.CrossRef
40.
go back to reference Camm AJ, Lip GY, De Caterina R, Savelieva I, Atar D, Hohnloser SH, et al. ESC Committee for Practice Guidelines-CPG, Document Reviewers: 2012 focused update of the ESC Guidelines for the management of atrial fibrillation: an update of the 2010 ESC Guidelines for the management of atrial fibrillation—developed with the special contribution of the European Heart Rhythm Association. Europace. 2010;2012(4):1385–413. Camm AJ, Lip GY, De Caterina R, Savelieva I, Atar D, Hohnloser SH, et al. ESC Committee for Practice Guidelines-CPG, Document Reviewers: 2012 focused update of the ESC Guidelines for the management of atrial fibrillation: an update of the 2010 ESC Guidelines for the management of atrial fibrillation—developed with the special contribution of the European Heart Rhythm Association. Europace. 2010;2012(4):1385–413.
41.
go back to reference Ewen S, Rettig-Ewen V, Mahfoud F, Böhm M, Laufs U. Drug adherence in patients taking oral anticoagulation therapy. Clin Res Cardiol. 2014;103(3):173–82.PubMedCrossRef Ewen S, Rettig-Ewen V, Mahfoud F, Böhm M, Laufs U. Drug adherence in patients taking oral anticoagulation therapy. Clin Res Cardiol. 2014;103(3):173–82.PubMedCrossRef
42.
go back to reference Kripalani S, Risser J, Gatti ME, Jacobson TA. Development and evaluation of the Adherence to Refills and Medications Scale (ARMS) among low-literacy patients with chronic disease. Value Health. 2009;12(1):118–23.PubMedCrossRef Kripalani S, Risser J, Gatti ME, Jacobson TA. Development and evaluation of the Adherence to Refills and Medications Scale (ARMS) among low-literacy patients with chronic disease. Value Health. 2009;12(1):118–23.PubMedCrossRef
43.
go back to reference Mummendy HD, Grau I. Die Fragenbogen-Methode (5. Auflage). Göttingen: Hogrefe Verlag; 2008. Mummendy HD, Grau I. Die Fragenbogen-Methode (5. Auflage). Göttingen: Hogrefe Verlag; 2008.
44.
go back to reference Fisseni HJ. Lehrbuch der Psychologischen Diagnostik (2. Auflage). Göttingen: Hogrefe Verlag; 1997. Fisseni HJ. Lehrbuch der Psychologischen Diagnostik (2. Auflage). Göttingen: Hogrefe Verlag; 1997.
45.
go back to reference Nunnally JC, Bernstein I. Psychometric Theory. 3rd ed. New York: McGraw-Hill; 1994. Nunnally JC, Bernstein I. Psychometric Theory. 3rd ed. New York: McGraw-Hill; 1994.
46.
go back to reference National Institute for Health and Clinical Excellence. Medicines adherence: Involving patients in decisions about prescribed medicines and supporting adherence, NICE clinical guideline 76. 2009. National Institute for Health and Clinical Excellence. Medicines adherence: Involving patients in decisions about prescribed medicines and supporting adherence, NICE clinical guideline 76. 2009.
Metadata
Title
Validation of the Adherence Barriers Questionnaire – an instrument for identifying potential risk factors associated with medication-related non-adherence
Authors
Sabrina Müller
Thomas Kohlmann
Thomas Wilke
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2015
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-015-0809-0

Other articles of this Issue 1/2015

BMC Health Services Research 1/2015 Go to the issue