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Study flow diagram for the current review update (eight studies were included in the previous version of the review).
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Figure 1

Study flow diagram for the current review update (eight studies were included in the previous version of the review).

Risk of bias summary: review authors' judgements about each risk of bias item for each included study.
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Figure 2

Risk of bias summary: review authors' judgements about each risk of bias item for each included study.

Forest plot of comparison: 1 Medication adherence intervention plus standard care versus standard care alone, outcome: 1.1 Adherence (combined dichotomous and continuous).
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Figure 3

Forest plot of comparison: 1 Medication adherence intervention plus standard care versus standard care alone, outcome: 1.1 Adherence (combined dichotomous and continuous).

Funnel plot of comparison: 1 Medication adherence intervention plus standard care versus standard care alone, outcome: 1.1 Adherence (combined dichotomous and continuous).
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Figure 4

Funnel plot of comparison: 1 Medication adherence intervention plus standard care versus standard care alone, outcome: 1.1 Adherence (combined dichotomous and continuous).

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 1 Adherence (combined dichotomous and continuous).
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Analysis 1.1

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 1 Adherence (combined dichotomous and continuous).

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 2 Adherence: intervention focus subgroups.
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Analysis 1.2

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 2 Adherence: intervention focus subgroups.

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 3 Adherence: delivery approach subgroups.
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Analysis 1.3

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 3 Adherence: delivery approach subgroups.

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 4 Adherence: combined focus and delivery subgroups.
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Analysis 1.4

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 4 Adherence: combined focus and delivery subgroups.

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 5 Adherence: medication type subgroups.
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Analysis 1.5

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 5 Adherence: medication type subgroups.

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 6 Dichotomous adherence data (for calculation purposes).
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Analysis 1.6

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 6 Dichotomous adherence data (for calculation purposes).

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 7 Continuous adherence data (for calculation purposes).
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Analysis 1.7

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 7 Continuous adherence data (for calculation purposes).

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 8 Short‐term smoking abstinence (< 6 months).
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Analysis 1.8

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 8 Short‐term smoking abstinence (< 6 months).

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 9 Long‐term smoking abstinence (≥ 6 months).
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Analysis 1.9

Comparison 1 Medication adherence intervention plus standard care versus standard care alone, Outcome 9 Long‐term smoking abstinence (≥ 6 months).

Summary of findings for the main comparison. Interventions to increase adherence compared to standard care for improving adherence to medications for tobacco dependence and abstinence from smoking

Interventions to increase adherence compared to standard care for improving adherence to medications for tobacco dependence and abstinence from smoking

Patient or population: adult smokers
Settings: typically in‐person clinical settings (China, UK, USA)
Intervention: interventions to increase adherence through providing information and facilitating problem‐solving
Comparison: behavioural support for smoking cessation

Outcomes

Relative effect (95% CI)

Illustrative comparative risks (95% CI)

No of participants
(studies; comparisons)

Certainty of the evidence
(GRADE)

Assumed risk

Corresponding risk

Standard care

Intervention to increase adherence

Adherence to medications for tobacco dependence

SMD 0.10 (0.03 to 0.18)

Mean proportion of prescribed medication consumed over 28 days was 63.6%

Mean proportion of prescribed medication consumed over 28 days was 3.9% higher (95% CI 1.2% to 7.0% higher)

3655
(10 RCTs; 12 comparisons)

⊕⊕⊕⊝
Moderatea,b

Short‐term abstinence from smoking (< 6 months)

RR 1.08
(0.96 to 1.21)

357 people per 1000 achieve abstinence)

386 people per 1000 achieve abstinence

(95% CI 343 to 432)

1795
(5 RCTs; 5 comparisons)

⊕⊕⊝⊝
Lowa,b,c

Long‐term abstinence from smoking (≥ 6 months)

RR 1.16
(0.96 to 1.40)

203 people per 1000 achieve abstinence

236 per 1000 achieve abstinence

(95% CI 195 to 284)

3593
(5 RCTs; 7 comparisons)

⊕⊕⊝⊝
Lowa,b,c

The basis for the illustrative comparative risks is provided in Footnotesd. The corresponding risk (and its 95% confidence interval) is based on the assumed risk in the comparison group and the relative effect of the intervention (and its 95% CI).

CI: confidence interval; RCT: randomised controlled trial; RR: risk ratio; SMD: standardised mean difference.

GRADE Working Group grades of evidence

High certainty: current evidence provides a very good indication of the likely effect, and the likelihood that the actual effect will be substantially different is low.
Moderate certainty: current evidence provides a good indication of the likely effect, and the likelihood that the actual effect of the treatment will not be substantially different is moderate.
Low certainty: current evidence provides some indication of the likely effect, but the likelihood that the actual effect will be substantially different is high.
Very low certainty: current evidence does not provide a reliable indication of the likely effect, and the likelihood that the actual effect will be substantially different is very high.

aMost studies were at high or unclear risk of bias which lowers confidence in estimate of effect (risk of bias).
bWe did not downgrade due to indirectness as we judged the evidence specifically relating to the general population receiving an adherence intervention in addition to behavioural support for smoking cessation, compared to behavioural support alone, is moderate. However, our conclusions cannot be generalised to populations not receiving behavioural support or that are unlikely to adhere, or both.
cIncluded sufficient sample size for single adequately powered trial but 95% CI overlapped no effect and ranged from minimal harm to moderate benefit (imprecision).
dConcerning adherence outcomes for the comparison group, as the basis for an illustration of potential effect size on a more familiar metric, we used data from the largest included study that reported adherence as assessed by tablet counts (Marteau 2012). In this study, mean proportion of prescribed nicotine replacement therapy that was consumed at 28 days by the 'standard care' arm was 63.6% (SD 39.0%). Further explanation is provided in Data synthesis. Concerning abstinence outcomes for the comparison group, the percentage of observed events seen in the review's data (which derives from studies with characteristics as specified by the 'Summary of findings' table) was applied to 1000 total events.

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Summary of findings for the main comparison. Interventions to increase adherence compared to standard care for improving adherence to medications for tobacco dependence and abstinence from smoking
Table 1. Brief descriptions of adherence interventions

Study

Brief description of specific intervention components intended to increase adherencea

Additional contact time relative to standard care?

Medication for which adherence was targeted

Intervention focused on perceptions, practicalities or both

Participant‐ or clinician‐centred intervention

Chan 2010

Added counselling contact time to standard behavioural support, focusing specifically on medication adherence

Yes

NRT

Practicalities

Participant

Chan 2011

Added counselling contact time to standard behavioural support, focusing specifically on medication adherence

Yes

NRT

Practicalities

Participant

Marteau 2012

Tailored and communicated about NRT dosage using a more potent rationale (genotype vs phenotype)

No

NRT

Perceptions

Clinician

Mooney 2005

Personalised feedback of questionnaire responses regarding medication

No

NRT

Perceptions

Participant

Mooney 2007

Personalised feedback of externally validated medication adherence

Yes

Bupropion

Practicalities

Participant

Nollen 2011

Added counselling contact time to standard behavioural support, focusing specifically on medication adherence

Yes

Varenicline

Both

Clinician

Schlam 2018

Added contact time to standard behavioural support with: 1. medication adherence counselling; 2. automated reminder calls; 3. electronic monitoring counselling

Yes

NRT

1. Perceptions

2. Both

3. Practicalities

1. Participant

2. Clinician

3. Participant

Schmitz 2005

Personalised feedback of externally validated medication adherence

Yes

Bupropion

Practicalities

Participant

Smith 2013

Added counselling contact time to standard behavioural support, focusing specifically on medication adherence

Yes

NRT

Both

Participant

Tucker 2017

Added contact time to standard behavioural support with module focused on improving adherence to nicotine patch

Yes

NRT

Both

Participant

aFor further details see Characteristics of included studies table.

NRT: nicotine replacement therapy.

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Table 1. Brief descriptions of adherence interventions
Comparison 1. Medication adherence intervention plus standard care versus standard care alone

Outcome or subgroup title

No. of studies

No. of participants

Statistical method

Effect size

1 Adherence (combined dichotomous and continuous) Show forest plot

10

3655

Std. Mean Difference (Random, 95% CI)

0.10 [0.03, 0.18]

2 Adherence: intervention focus subgroups Show forest plot

10

3655

Std. Mean Difference (Random, 95% CI)

0.10 [0.03, 0.18]

2.1 Perceptions

3

839

Std. Mean Difference (Random, 95% CI)

0.10 [‐0.03, 0.24]

2.2 Practicalities

5

1752

Std. Mean Difference (Random, 95% CI)

0.21 [0.03, 0.38]

2.3 Both perceptions and practicalities

4

1064

Std. Mean Difference (Random, 95% CI)

0.04 [‐0.08, 0.16]

3 Adherence: delivery approach subgroups Show forest plot

10

3655

Std. Mean Difference (Random, 95% CI)

0.10 [0.03, 0.18]

3.1 Participant‐centred

8

2791

Std. Mean Difference (Random, 95% CI)

0.12 [0.02, 0.23]

3.2 Clinician‐centred

3

864

Std. Mean Difference (Random, 95% CI)

0.09 [‐0.05, 0.23]

4 Adherence: combined focus and delivery subgroups Show forest plot

10

3655

Std. Mean Difference (Random, 95% CI)

0.10 [0.03, 0.18]

4.1 Perceptions + participant

2

206

Std. Mean Difference (Random, 95% CI)

0.03 [‐0.25, 0.30]

4.2 Perceptions + clinician

1

633

Std. Mean Difference (Random, 95% CI)

0.13 [‐0.03, 0.29]

4.3 Practicalities + participant

5

1752

Std. Mean Difference (Random, 95% CI)

0.21 [0.03, 0.38]

4.4 Both + participant

2

833

Std. Mean Difference (Random, 95% CI)

0.08 [‐0.16, 0.32]

4.5 Both + clinician

2

231

Std. Mean Difference (Random, 95% CI)

‐0.01 [‐0.27, 0.24]

5 Adherence: medication type subgroups Show forest plot

10

3655

Std. Mean Difference (Random, 95% CI)

0.10 [0.03, 0.18]

5.1 Nicotine replacement therapy

7

3442

Std. Mean Difference (Random, 95% CI)

0.09 [0.02, 0.17]

5.2 Bupropion

2

152

Std. Mean Difference (Random, 95% CI)

0.58 [0.14, 1.01]

5.3 Varenicline

1

61

Std. Mean Difference (Random, 95% CI)

‐0.22 [‐0.73, 0.29]

6 Dichotomous adherence data (for calculation purposes) Show forest plot

6

1664

Odds Ratio (M‐H, Random, 95% CI)

1.53 [1.05, 2.21]

7 Continuous adherence data (for calculation purposes) Show forest plot

5

4604

Std. Mean Difference (IV, Random, 95% CI)

0.11 [0.03, 0.19]

8 Short‐term smoking abstinence (< 6 months) Show forest plot

5

1795

Risk Ratio (M‐H, Random, 95% CI)

1.08 [0.96, 1.21]

9 Long‐term smoking abstinence (≥ 6 months) Show forest plot

5

3593

Risk Ratio (M‐H, Random, 95% CI)

1.16 [0.96, 1.40]

Figuras y tablas -
Comparison 1. Medication adherence intervention plus standard care versus standard care alone