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Study flow diagram.
Figuras y tablas -
Figure 1

Study flow diagram.

Risk of bias graph: review authors' judgements about each risk of bias item presented as percentages across all included studies.
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Figure 2

Risk of bias graph: review authors' judgements about each risk of bias item presented as percentages across all included studies.

Risk of bias summary: review authors' judgements about each risk of bias item for each included study.
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Figure 3

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

Comparison 1 Mobile phone intervention versus control, Outcome 1 Change in low‐density lipoprotein cholesterol (mg/dL).
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Analysis 1.1

Comparison 1 Mobile phone intervention versus control, Outcome 1 Change in low‐density lipoprotein cholesterol (mg/dL).

Comparison 1 Mobile phone intervention versus control, Outcome 2 Change in total cholesterol (mg/dL).
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Analysis 1.2

Comparison 1 Mobile phone intervention versus control, Outcome 2 Change in total cholesterol (mg/dL).

Comparison 1 Mobile phone intervention versus control, Outcome 3 Change in high‐density lipoprotein cholesterol (mg/dL).
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Analysis 1.3

Comparison 1 Mobile phone intervention versus control, Outcome 3 Change in high‐density lipoprotein cholesterol (mg/dL).

Comparison 1 Mobile phone intervention versus control, Outcome 4 Change in systolic blood pressure (mmHg).
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Analysis 1.4

Comparison 1 Mobile phone intervention versus control, Outcome 4 Change in systolic blood pressure (mmHg).

Comparison 1 Mobile phone intervention versus control, Outcome 5 Change in diastolic blood pressure (mmHg).
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Analysis 1.5

Comparison 1 Mobile phone intervention versus control, Outcome 5 Change in diastolic blood pressure (mmHg).

Summary of findings for the main comparison. Mobile phone interventions compared to usual care for improving adherence to medication prescribed for primary prevention of cardiovascular disease

Mobile phone interventions compared to usual care for improving adherence to medication prescribed for primary prevention of cardiovascular disease

Patient or population: people prescribed medication for primary prevention of cardiovascular disease
Setting: community‐based primary care or outpatient clinics in high‐income (Canada, Spain) and upper‐ to middle‐income countries (South Africa, China)
Intervention: mobile phone‐based interventions
Comparison: usual care

Outcomes

Impact

№ of participants
(studies)

Quality of the evidence
(GRADE)

Cholesterol (low‐density lipoprotein)
follow‐up: range 1–2 years

1 study found evidence of a small beneficial intervention effect on reducing LDL‐C (–9.20 mg/dL), and 1 study found a very small increase in LDL‐C (0.77 mg/dL) with wide confidence intervals that included no effect.

893
(2 RCTs)

⊕⊕⊝⊝
Lowa,b

Systolic blood pressure
follow‐up: range 1–2 years

3 of the 4 studies found lower systolic blood pressure with mobile phone interventions, but the size of effect varied. 2 studies showed moderate and large reductions in systolic blood pressure (–7.10 and –12.45 mmHg). 1 multi‐arm trial found small reductions with information‐only text messages (–2.1) and interactive text messaging (–1.6 mmHg) arms. 1 study found a slight increase in blood pressure (0.83 mmHg) but with wide confidence intervals that included no effect.

2194
(4 RCTs)

⊕⊕⊝⊝
Lowa,b

Diastolic blood pressure
follow‐up: range 1–2 years

2 of 3 studies found lower diastolic blood pressure with mobile phone interventions, but the size of the effect varied. 2 studies showed large and small reductions in diastolic blood pressure (–12.23 and –3.90 mmHg), and 1 study found a slight increase in diastolic blood pressure (1.64 mmHg) but with wide confidence intervals that included no effect.

998
(3 RCTs)

⊕⊕⊝⊝

Lowa,b

Combined CVD events

Not reported

(0 studies)

Adverse events
follow‐up: range 1–2 years

1 study reported that there were 0 adverse events attributable to the intervention. 1 study report that there was no difference between groups in experience adverse effects of statins, and that 0 participants reported intervention‐related adverse events.

1500
(2 RCTs)

⊕⊕⊝⊝
Lowb,c

Cognitive outcome: satisfaction with treatment
follow‐up: mean 1 year

1 study measured satisfaction with treatment, and found no evidence of a difference between intervention and control arms.

1190
(1 RCT)

⊕⊕⊝⊝
Lowd,e

LDL‐C: low‐density lipoprotein cholesterol; RCT: randomised controlled trial.

GRADE Working Group grades of evidence
High quality: we are very confident that the true effect lies close to that of the estimate of the effect.
Moderate quality: we are moderately confident in the effect estimate: the true effect is likely to be close to the estimate of the effect, but there is a possibility that it is substantially different.
Low quality: our confidence in the effect estimate is limited: the true effect may be substantially different from the estimate of the effect.
Very low quality: we have very little confidence in the effect estimate: the true effect is likely to be substantially different from the estimate of effect.

aDowngraded one level for inconsistency: trial results included large variations in the degree to which the outcome was affected.

bDowngraded one level for risk of bias: all trials at unclear risk of bias on multiple domains.

cDowngraded one level for imprecision: very low number of events.

dDowngraded one level for indirectness: based on a single trial conducted in a single setting (public sector clinic in Cape Town, South Africa).

eDowngraded one level for risk of bias: trial at unclear risk of bias on two domains.

Figuras y tablas -
Summary of findings for the main comparison. Mobile phone interventions compared to usual care for improving adherence to medication prescribed for primary prevention of cardiovascular disease
Table 1. Indirect measures of adherence

Trial

Outcome measure

Comparison

Intervention

Number (intervention)

Control

Number (Control)

Narrative results

Bobrow 2016

(1‐year follow‐up)

Proportion of days covered by dispensed medicine

Information‐only SMS vs control

83.3% (95% CI 69.3 to 91.7)

457

79.2% (95% CI 64.6 to 91.4)

458

Median difference 5.2, quartiles 1‐3: 1.5 to 8.9; P = 0.006

Interactive SMS vs control

83.3% (95% CI 66.7 to 91.7)

457

79.2% (95% CI 64.6 to 91.4)

458

Median difference 3.8; quartiles 1‐3: 0.03 to 7.6; P = 0.048

Proportion of participants with proportion of days covered ≥ 80%

Information‐only SMS vs control

63%

457

49.4%

458

Adjusted odds ratio 1.86, 95% CI 1.39 to 2.49; P < 0.001

Interactive SMS vs control

60%

457

49.4%

458

Adjusted odds ratio 1.60, 95% CI 1.20 to 2.16; P = 0.002

Self‐reported medication adherence (score range 5–10)

Information‐only SMS vs control

10 (quartiles 1‐3: 9 to 10)

457

10 (quartiles 1‐3: 9 to 10)

458

Median difference 0.04, 95% CI –0.1 to 0.2; P = 0.70

Interactive SMS vs control

10 (quartiles 1‐3: 9 to 10)

457

10 (quartiles 1‐3: 9 to 10)

458

Median difference 0.02, 95% CI –0.2 to 0.2; P = 0.80

Parraga‐Martinez 2017

(2‐year follow‐up)

Proportion adherent according to self‐reported medication adherence (measured using 'adapted Morisky‐Green test')

77.2%

Disaggregated not reported

64.1%

Disaggregated not reported

P = 0.029

220 in total, not reported by group

CI: confidence interval; SMS: short messaging service.

Figuras y tablas -
Table 1. Indirect measures of adherence
Comparison 1. Mobile phone intervention versus control

Outcome or subgroup title

No. of studies

No. of participants

Statistical method

Effect size

1 Change in low‐density lipoprotein cholesterol (mg/dL) Show forest plot

2

Mean Difference (Fixed, 95% CI)

Totals not selected

2 Change in total cholesterol (mg/dL) Show forest plot

2

Mean Difference (Fixed, 95% CI)

Totals not selected

3 Change in high‐density lipoprotein cholesterol (mg/dL) Show forest plot

2

Mean Difference (Fixed, 95% CI)

Totals not selected

4 Change in systolic blood pressure (mmHg) Show forest plot

4

Mean Difference (Fixed, 95% CI)

Totals not selected

5 Change in diastolic blood pressure (mmHg) Show forest plot

3

Mean Difference (Fixed, 95% CI)

Totals not selected

Figuras y tablas -
Comparison 1. Mobile phone intervention versus control