No | Author, year, country | PROM/scale/rating/criteria/instrument | Outcome measure, number of intentional or unintentional items (I, UI, not reported) | Process measure, item domain: barriers (practical), behaviour (habit) or belief (perception) | Item construct | Classification of non-adherence | Method of scoring | Psychometric properties, (reliability and/or validity) | Setting, age* (years)±SD or IQR, correlates |
1 | Hogan et al, 1983, Canada14 | Drug Attitude Inventory (DAI) | I=30 | Belief (30-stop taking when feeling better or worse, etc) |
| Habitual to occasional refusers of medications | Dichotomised scale high–low; yes=+2; no=+1 | Good discriminant validity and reliability
|
|
2 | Morisky et al, 1986, USA5 | Morisky, Green and Levine (MGL) Scale or MAQ | I=3, not reported=1 | Barrier (1- forgetting), Behaviour (1-careless), Belief (2-stopping medications when feeling better/worse) |
| High, medium, low adherence | Dichotomised scale high–low; yes=0; no=1 | Good concurrent & predictive validity
|
|
3 | Shea et al, 1992, USA15 | Modified MGL Scale or MAQ | I=2, not reported=3 | Barrier (1-forgetting), Behaviour (2-careless, self-management ‘Do you ever miss your medication for any reason?’), Belief (2-stopping medications when feeling better/worse) |
| More adherent (n=87) or less adherent (n=115) | Dichotomised scale high–low; yes=0; no=1 | Good concurrent & predictive validity
|
|
4 | Barber et al, 1997, USA16 | The Comparison of Ophthalmic Medications for Tolerability (COMTOL) Questionnaire | I=3, not reported=1 | 4 questions on adherence: Barrier (1- forgetting), Behaviour (1- careless), Belief (2- stopped when feeling better, satisfaction) |
| Higher scores (4 and 5)=higher adherence | 5-point Likert scale (where 5=I did not miss any dose, 4=rarely, 3=a few times, 2=fairly often and 1=usually, almost always and always) | Good-to-excellent internal consistency
|
|
5 | Horne and Weinman, 1999, UK17 | Beliefs about Medicine Questionnaire (BMQ) | I=18 | Belief (18): specific items (10); general items (8) |
| Higher scores in BMQ-General scale meant an overall negative perception of medication; High scores in the Specific-Concerns scale represented the notion that adverse reactions were potentially harmful when taking medication on a regular basis; High scores in the Specific-Necessity scale represented patient’s need to adhere to medication to maintain health. | 5-point Likert scale with scores ranging from 4 to 20 | Good discriminant validity: the diabetic group had higher specific-necessity score; the asthmatic and psychiatric samples had higher specific-concerns score; patients attending the complementary clinic had higher scores for both general harm and overuse scales |
|
6 | Svarstad et al, 1999, USA6 | Brief Medication Questionnaire | I=7, UI=2 | Behaviour (7), Belief (2) |
| Positive score ≥1 indicated positive screen for potential non-adherence or recall barriers; Belief barriers—Type of non-adherence in past week according to MEMS electronic prescribing: repeat=took at least 20% over or under the prescribed amount; sporadic=took 1%–19% over or under the prescribed amount | 4-point Likert scale (range=0–2) | Concurrent and predictive validity
|
|
7 | Thompson et al, 2000, Australia18 | Medication Adherence Rating Scale (MARS) | I=8, UI=2 | Barrier (1- forgetting), Behaviour (1-careless), Belief (8-stopping medications when feeling better/worse) |
| Adherent or non-adherent | Dichotomised scale: yes=0; no=1 | Good concurrent and predictive validity, good discriminant and content validity
|
|
8 | Duong et al, 2001, France19 | Patient Medication Adherence Questionnaire | I=42, UI=13, not reported=6 | Barrier (13- ADL/routine affected, sociodemographic), Behaviour (12- self-confidence, support, motivation), Belief (36- adverse effect, comorbidities, knowledge, attitude, perception) |
| Adherent or non-adherent | 4-point or 6-point Likert scale (ranging from strongly agree to strongly disagree) | Moderate predictive validity for half of the items (author suggested for future, PMAQ to focus on the variables identified as strong predictors of non-adherence) |
|
9 | Horne and Weinman, 2002, UK20 | Medication Adherence Report Scale (MARS-9) | I=6, UI=1, not reported=2 | Barrier (1- forgetting), Behaviour (2- self-management), Belief (6- avoid if can, keep reserve medication, use when needed, alter dose, decide to miss, decide to take less) |
| Higher scores=higher adherence | 5-point Likert scale (where 5=never, 4=rarely, 3=sometimes, 2=often and 1=very often) | Good construct and predictive validity
|
|
10 | Walsh et al, 2002, UK21 | Medication Adherence Self-Report Inventory (MASRI) | Not reported=12 | Behaviour (12-self-management, commitment, motivation) |
| Adherent or non-adherent | Dichotomised scale: (yes=0; no=1)
| Moderate predictive validity (1 item), good discriminant and content validity (VASDOSE) |
|
11 | De Klerk et al, 2003, Netherlands22 | Compliance Questionnaire Rheumatology (CQR -19) | I=15, UI=4 | Barrier (4-organiser used and stored strategically for ease of consumption, travelling/careless over weekends), Belief (15-trust in provider, stopping/alter medications when feeling better/worse/due to adverse effect/lack of efficacy) |
| Unsatisfactory or good adherence | 4-point Likert scale where 1=don’t agree at all; 2=don’t agree; 3=agree; 4=agree very much | Good discriminant and content validity, good reliabilitty
|
|
12 | Godin et al, 2003, Canada23 | Self-Reported Questionnaire Assessing Adherence to Antiretroviral Medication | I=1, not reported=5 | Barrier (6- stop taking temporarily one or more antiretroviral medication during the last month)
|
| Adherent or non-adherent (non-adherent if, for at least one measurement time, they reported having missed taking more than 5% of their pills on the preceding day) | 5-point Likert scale (ranging from strongly disagree to strongly agree) | Adequate predictive validity with only one item
|
|
13 | Ogedegbe et al, 2003, USA24 | Medication Adherence Self-Efficacy Scale (MASES) | I=26 | Barrier (20- ADL/ routine/lifestyle access to medication), Behaviour (4- self-management refill, motivation, self-efficacy), Belief (2- adverse effect, take when feeling better) |
| Adherent or non-adherent | 3-point Likert scale (where 1=not at all sure, 2=somewhat sure, 3=very sure and 4=does not apply) | Good predictive and content validity Very good reliability
|
|
14 | Atkinson et al, 2004, USA25 | Treatment Satisfaction Questionnaire for Medication (TSQM) | I=14 | Barrier (3- ADL, convenience), Behaviour (4- confidence, motivation), Belief (7- adverse effect, knowledge) |
| Adherent or non-adherent | 5-point or 7-point Likert scale or a VAS (ratio scale) | Good reliability and construct validity
|
|
15 | Dolder et al, 2004, USA26 | Brief Evaluation of Medication Influences and Beliefs (BEMIB) | I=7, UI=1 | Barrier (1- forgetting), Behaviour (4-confidence, motivation), Belief (3- adverse effect, knowledge) |
| Adherent or non-adherent | 5-point Likert scale ranging from 1=completely disagree to 5=completely agree | Acceptable construct validity, acceptable reliability
|
|
16 | Chisholm et al, 2005, USA27 | Immunosuppressant Therapy Barrier Scale (ITBS) | I=13 | Barrier (2- ADL, socioeconomic), Belief (11- adverse effect, frequency, and doses) |
| Adherent or non-adherent | 5-point Likert scale ranging from 1=strongly disagree to 5=strongly agree | Moderate construct and concurrent validity
|
|
17 | Liu et al, 2006, USA28 | Adherence to antiretroviral therapy | I=9, not reported=3 | Barrier (3- forgetting), Behaviour (4- self-efficacy, support for taking antiretroviral), Belief (5- values placed on antiretroviral, healthcare providers, knowledge on resistance to antiretroviral) |
| Adherent or non-adherent —Fraction of the doses of medications taken divided by the doses of medication prescribed. Adherence was expressed as a percentage and capped at 100% | 3-point Likert scale ranging from 1=none of the time, 2=sometimes, 3=all the time | Good criterion and construct validity |
|
18 | George et al, 2006, Australia29 | Beliefs and Behaviour Questionnaire (BBQ) | I=23, UI=2 | Barrier (8- forgetting, confusion, lifestyle changes/storage/routine, refill prescriptions), Behaviour (1- follow strictly), Belief (16- satisfaction with healthcare provider, stop taking depending on mood) |
| Adherent or non-adherent | 5-point Likert scale where 1=not at all and 5=extremely | Good validity and reliability
|
|
19 | Wetzels et al, 2006, Netherlands30 | Maastricht Utrecht Adherence in Hypertension Questionnaire (MUAH) | I=17, UI=2 | Barrier (3- forgetting, busy lifestyle), Behaviour (3- careless, lack of support, and discipline, unsure), Belief (13- stop taking when feeling better or worse, would take alternative, knowledge, aversion towards medication) |
| Adherent or non-adherent | 7-point Likert scale where 1=totally disagree to 7=totally agree | Good convergent validity
|
|
20 | Glass et al, 2006, Switzerland46 | Swiss HIV Cohort Study Adherence Questions (SHCS-AQ) | Not reported=2 | Behaviour (2- self -management) |
|
| Timing: daily, more than once a week, once a week, once every second week, once a month, never VAS: Yes/No | Good concurrent and predictive validity |
|
21 | Mannheimer et al, 2006, USA31 | Center for Adherence Support Evaluation (CASE) Adherence Index | I=1, not reported=2 | Barrier (1- difficult), Behaviour (2- self-management) |
| Adherence level categorised as 100%, 80%–99% and <80% | Timing: all, most, about half, very few, none in the past 7 days | Good predictive validity |
|
22 | Risser et al, 2007, USA32 | The Self-Efficacy for Appropriate Medication Use Scale (SEAMS) | I=13 | Barrier (4- fill Rx, keep to appointment, inconvenience, routine), Behaviour (2- no social support, discipline), Belief (7- stop taking when feeling better or worse, alternative, knowledge, adverse effect towards medication) |
| Adherent or non-adherent | 3-point Likert scale (where 1=not confident, 2=somewhat confident, and 3=very confident) | Good construct validity
|
|
23 | Gehi et al, 2007, USA33 | Single-item measure of self-reported adherence | I=1 | Behaviour (1- discipline) |
| Adherent or non-adherent, Non-adherence=taking medications as prescribed 75% of the time or less | 5-point Likert scale (where 1=all of the time and 5=less than half the time) | Good predictive validity |
|
24 | Prado et al, 2007, Brazil34 | Self-report on adherence | I=1 | Behaviour (1- discipline) |
| Adherent or non-adherent | Dichotomised scale: yes=0; no=1 | Moderate predictive validity |
|
25 | Byerly et al, 2008, USA35 | Brief Adherence Rating Scale (BARS) | Not reported=4 | Behaviour (4- self-management, commitment, motivation) |
| Adherent or non-adherent | Nominal scale: number of days patient did not take or took less over past 1 month and the proportion of doses taken by the patient in the past month (0%–100%) | Good concurrent and predictive validity; excellent reliability
|
|
26 | Kerr et al, 2008, Canada36 | Self-reported HAART adherence | Not reported=1 | Behaviour (1- self-management) |
| Adherent or non-adherent | 5-point Likert scale (where 1=occasionally (<25%) and 5=always (100%)) | Moderate predictive validity |
|
27 | Deschamps et al, 2008, Belgium37 | European HIV Treatment Questionnaire (EHTQ) | Not reported=2 | Behaviour (2- self-management) |
| Non-adherence was defined as (1) adherence: the percentage of doses taken compared with the total doses prescribed and (2) drug holidays: no medication intake for 24 hours+50% of the dosing interval of the medication | Nominal scale: either less than 100% or 1 or more days per 30 days | Poor concurrent validity |
|
28 | Lu et al, 2008, USA38 | Self-reported antiretroviral adherence questionnaire | I=1, not reported=4 | Behaviour (5- self management, commitment) |
| Adherent or non- adherent | Both nominal scale and rated on 6-point Likert scale where for (1) frequency: 1=none of the time to 6=all the time; (2) percentage of the time were able to take medications exactly as prescribed (0%–100%); (3) ability to take all medications as prescribed (very poor–excellent) | Good convergent and predictive validity |
|
29 | Kripalani et al, 2009, USA39 | Adherence to Refills and Medications Scale (ARMS) | I=11, UI=1 | Barrier (7- fill Rx, keep to appointment, inconvenience, cost), Behaviour (3- careless, discipline, ability to follow instruction), Belief (2- stop taking when feeling better or worse) |
| Adherent or non- adherent | 4-point Likert scale where 1=none to 4=all | Good criterion and predictive validity
|
|
30 | Duggan et al, 2009, USA40 | Adherence to antiretroviral therapy | I=30 | Barrier (7- storage, physical difficulty, routine), Behaviour (7- support, motivation, self-management), Belief (16- values placed on antiretrovirals, healthcare providers, knowledge on antiretrovirals, stigma) |
| Adherent or non- adherent | Positive/negative–add 1 mark for positive and minus 1 for negative | Good criterion and predictive validity |
|
31 | Gabriel and Violato, 2010, Canada41 | Antidepressant Adherence Scale (AAS) | I=3, not reported=1 | Barrier (1- forgetting), Behaviour (1- careless), Belief (2- stopping medications when feeling better/worse) |
| High, medium, low adherence | Nominal scale: high–low | Moderate concurrent & predictive validity (adherence level correlated with knowledge and attitude scores); acceptable reliability
|
|
32 | Unni et al, 2014, USA42 | Medication Adherence Reasons Scale (MARS) | I=15 | Barrier (8- access, challenges in physical dexterity, routine), Behaviour (2- self-management, support), Belief (5- attitude, side effects, number of concurrent medications, healthcare provider trust, treatment efficacy) |
| Adherent or non- adherent | 5-point Likert scale where 1=none of the time to 5=all of the time | Moderate concurrent & predictive validity; acceptable reliability
|
|
33 | Muller et al, 2015, Germany43 | Adherence Barrier Questionnaire (ABQ) | I=14 | Barrier (3- forgetting, challenges, cost), Behaviour (4- careless), Belief (7- stopping medications when feeling better/worse, knowledge) |
| Adherent or non- adherent | 4-point Likert scale where 1=strongly disagree and 4=strongly agree | Good construct validity and reliability
|
|
34 | Kleppe et al, 2015, Netherlands44 | The Probabilistic Medication Adherence Scale (ProMAS) | I=7, UI=4, not reported=7 | Barrier (2- away from home, Rx refill), Behaviour (11- self-management), Belief (5- trust in doctor) |
| Adherent or non- adherent | Dichotomised scale high–low; yes=0; no=1 | Good discriminant validity and reliability |
|
35 | Sidorkiewicz et al, 2016, France45 | Sidorkiewicz adherence tool | I=2, not reported=3 | Barrier (2- holiday/weekends, forgetting), Behaviour (3- self-management, timing careless) |
| High, good, moderate, poor, very poor adherence | Nominal scale assisted by pictogram; Never to sometimes (6–7 days or more) | Good construct validity and test–retest reliability |
|
36 | Weinman et al, 2018, UK47 | Intentional Non-Adherence Scale (INAS) | I=22 | Barrier (3- inconvenience, schedule, cost) Behaviour (1- self-management) Belief (18- knowledge, treatment efficacy, perception, trust in healthcare provider, attitude) |
| Adherent or non-adherent | 5-point Likert scale where 1=strongly disagree, 2=disagree, 3=neutral, 4=agree, 5=strongly agree | Good construct and moderate predictive validity
|
|
37 | Tan et al, 2019, China48 | A Chinese and Western medication adherence scale | I=29, UI=2 | Barrier (1-forgotten) Behaviour (4- self-management, careless) Belief (26- knowledge, side effects, dose, stopped taking when feeling better/worse) |
| Higher scores, better the patients’ medication adherence. | Nominal scale: MCQ options A–E | Good content and construct validity; excellent internal consistency and test–retest reliability
|
|
38 | Sustersic et al, 2019, France49 | The Global Adherence Scale for Acute Conditions (GASAC) Questionnaire | I=21, not reported=3 | Barrier (2- forgetting, Rx refill), Behaviour (3- self-management), Belief (19- felt better/worse, confidence in healthcare providers, system) |
| Low, highly adherent | Ordinal scale where 1=no; 2=rather not; 3=rather yes; 4=yes —final score was expressed as the ratio between 0 and 1 | Good content and construct validity
|
|
39 | Hatah et al, 2020, Malaysia50 | Malaysia Medication Adherence Assessment Tool (MyMAAT) | I=9, not reported=3 | Barrier (2- Rx refill), Behaviour (6- self-management, social support), Belief (4- did not take when felt better, did not see the significance, fear of side effects, lack of dosing knowledge) |
| Higher scores indicated better adherence | 5-point Likert scale where 5=strongly disagree to 1=strongly agree | Good content and construct validity, good–excellent reliability
|
|
40 | Khatib et al, 2020, UK51 | My experience of taking medicine (Mymeds) questionnaire | I=13, UI=1 | Barrier (7- refill Rx, forgetting, physical dexterity), Belief (7- did not take when felt better, lack knowledge on dosing and side effects) |
| Adherent or non-adherent |
| Good face validity |
|
41 | Goh et al, 2020, Malaysia52 | Patient-Medication Adherence Instrument (P-MAI) and a Healthcare Professional-Medication Adherence Instrument (H-MAI) | I=24, not reported=2 | Barrier (13- routine, forgetting, Rx refill, cost, other coexisting conditions, missed appointments, lack of privacy, confused about instructions), Behaviour (3- take less/more as directed), Belief (10- knowledge, relationship with healthcare provider, dosing, stopped taking when feeling better/worse, efficacy) |
| Higher score indicates better adherence | 5-point Likert scale where 1=strongly disagree to 5=strongly agree | Good content and construct validity
|
|
42 | Haag et al, 2021, Switzerland53 | Barriers to Oral short-Term antibiotic Adherence (BIOTICA) | I=15 | Barrier (4- difficulty to swallow, forgetting, difficult to incorporate in daily life, no support from caregiver), Behaviour (3- no intention to take/intend to miss a dose), Belief (8- side effect/ interactions, knowledge, unnecessary, unfamiliar with consequence, no trust in prescriber, information could not be understood / insufficient) |
| Higher scores indicated higher degree of non-adherence | 5-point Likert scale where 1=strongly disagree to 5=strongly agree | Good content and construct validity
|
|
43 | De Las Cuevas et al, 2021, Spain54 | Patient Health Beliefs Questionnaire on Psychiatric Treatment | I=8 | Belief (8- side effect/ interactions, knowledge, unnecessary, unfamiliar with consequence, no trust in prescriber, information could not be understood / insufficient) |
| Higher scores on each subscale indicate a stronger belief towards psychotropic treatment | 6-point Likert scale where 1=totally disagree, 6=totally agree | Good construct validity and reliability |
|
44 | Seyma and Baysal, 2022, Turkey55 | Scale for Compliance to the Treatment in Type II Diabetes Mellitus | I=7 | Behaviour (3– anxious when time for insulin, schedules, medication intake, take regularly), Belief (4– knowledge on DM, consequence of condition, trust in healthcare, diet over medication) |
| Good, moderate, poor adherence | 5-point Likert scale where 1=strongly agree, 5=strongly disagree | Good content and construct validity
|
|
Number of measures, n=44 of 59; Intentional, I items=491, Unintentional, UI items=35, Not reported=67 items.
For a measure to be classified as Intentional, >30% of its items are to be Intentional and the remainder Unintentional and/or Not reported (if any).
*Some values were reported as median, range or not reported.
†All terms related to adherence, e.g., compliance is standardised and reported as adherence; Belief=326, Barrier=135, Behaviour=132 items.
ADL, activities of daily living; BIPQ, Brief Illness Perception Questionnaire; CKD, chronic kidney disease; DM, diabetes mellitus; HAART, Highly Active Antiretroviral Therapy; HRQoL, health-related quality of life; IPQ, Illness Perception Questionnaire; MAQ, Medication Adherence Questionnaire; MCQ, multiple choice questions; MEMS, medication events monitoring system; MI, myocardial infarction; MMAS, Morisky Medication Adherence Scale; MPR, medication possession ratio; PAM, Patient Activation Measure; PI, protease inhibitor; PMAQ, Patient Medication Adherence Questionnaire; PROMs, patient-reported outcome measures; RAM, Reported Adherence to Medication Scale; VAS, Visual Analogue Scale.