Table 1 Study design and baseline characteristics of randomized controlled trials of digital therapeutic intervention for hypertension

From: The effect of digital therapeutics intervention on improving hypertension management in adults: a meta-analysis of randomized controlled trial

Author (year); country

Sample size, n

Age (year)

Setting

Study population

Other diseases

BP Change as Primary Outcome

SBP/DBP at Baseline

Outcomes

Duration

Intervention

SBP

DBP

Primary

Secondary

1

2

3

4

Stephen D Persell (2020); USA [24]

333

58.9 (12.8)

primary care clinics

Uncontrolled HT

Asthma or COPD, diabetes, coronary heart disease, stroke, heart failure

Yes

140.6 ± 12.2 mmHg

(intervention) 141.8 ± 13.4 mmHg

(control)

89.4 ± 8.7 mmHg

(intervention)

89.2 ± 9.2 mmHg

(control)

▲SBP −8.3 ± 13.8 mmHg (intervention), −6.8 ± 13.7 mmHg (control), intervention vs. control, p = 0.16; ▲DBP-4.3 ± 84 mmHg (intervention), −3.6 ± 9.5 mmHg (control), intervention vs. control p = 0.61;▲Rates of controlled BPa 72 (50.0%, intervention), 78 (51.3%, control)

▲Self-reported physical activity (at least moderate exercise) 26.7 min/week (−5.4, 58.8), p = 0.10; ▲Mean self-confidence in controlling BP score (5-point scale) 0.36 (0.18, 0.54), p < 0.001

6mo

 

Caroline Nespolo David (2023); USA [12, 40]

231

55.4 (9.5)

hospital

Uncontrolled HT + AM

Diabetes

No

143.7 ± 11.4 mmHg

(all)

143.5 ± 11.4 mmHg

(intervention)

144.5 ± 11.3 mmHg

(control)

89.6 ± 8.1 mmHg

(all)

89.2 ± 8.0 mmHg

(intervention)

91.3 ± 8.1 mmHg

(control)

▲Weight(kg) RR = −0.39 (−1.49, 0.70); ▲No smoking RR = 0.99 (0.92,1.07); ▲Physical activity ≥ 150 min/week RR = 1.21 (1.03, 1.42); ▲Moderate or no alcohol intake ≤100 g (women)/≤200 g(men)/week RR = 1.12 (1.00, 1.25); ▲ Following ≥ two of six dietary recommendations RR = 1.22 (1.04, 1.42)

▲Body fat mass between-groups difference −4.05 kg (−8.14, −0.03), intervention vs. control p = 0.052; ▲BMI between-groups difference −1.56 kg/m2 (−3.49, −0.37), intervention vs. control p = 0.113; ▲Waist circumference between-groups difference −4.36 cm (−8.81, −0.082), intervention vs. control p = 0.054

6mo

 

 

Yue Ma (2022); China [28]

210

60.6 (10)

community health service centers

HT + AM

Heart disease, diabetes, arthritis, cervical spondylosis, stroke, herniated lumbar discs

Yes

149.7 ± 12.36 mmHg

(intervention) 150.59 ± 11.09 mmHg

(control)

93.77 ± 7.4 mmHg

(intervention) 93.25 ± 7.11 mmHg

(control)

▲SBP-11.74 ± 14.34 mmHg (intervention), −1.01 ± 11 mmHg (control), intervention vs. control p = 0.005; ▲DBP −5.53 ± 4.95 mmHg (intervention), 1.69 ± 5.14 mmHg (control), intervention vs. control p = 0.005; ▲Proportion of participants with controlled BPa−17.14% (intervention), −1.15% (control), p = 0.145

▲Body weight group*time interaction effect between groups −1.71 kg (−2.23, −1.18), p = 0.0005; ▲BMI group*time interaction effect between groups −0.59 kg/m2 (−0.77, −0.41), p = 0.0005; ▲Waist circumference group*time interaction effect between groups −3.19 cm (−3.79, −2.58), p = 0.0005; ▲The self-care behavior, motivation and self-efficacy (possible range 0–80) (behavior: MD = 6.38, p < 0.001; motivation: MD = 5.85, p < 0.001; self-efficacy: MD = 7.13, p < 0.001)

3mo

 

Kazuomi Kario (2021); Japan [17, 41]

390

52.4 (8.1)

52.0 (7.6)

hospital

HT + non- AMb

Dyslipidemia, diabetes mellitus, proteinuria, nonvalvular atrial fibrillation

YES

144.9 ± 10.4 mmHg

(intervention)

144.3 ± 10.4 mmHg

(control)

95.0 ± 8.2 mmHg

(intervention)

94.3 ± 7.2 mmHg

(control)

▲24 h ambulatory SBP −4.9 ± 16.34 mmHg (intervention), −2.5 ± 20.61 mmHg (control), intervention vs. control, p = 0.024

▲ Morning home SBP −4.3 mmHg (−6.7, −1.9), intervention vs. control p < 0.001; ▲Evening home SBP −3.3 mmHg (−5.8, −0.7), intervention vs. control p = 0.013; ▲ Office SBP −3.6 mmHg (−6.2, −1.0), intervention vs. control p = 0.006; ▲ Reductions from baseline in ambulatory, home and office DBP and heart rate were also significantly greater in the DTx and control group; ▲Proportion of morning home BP < 135/85 mmHg 22.2% (intervention), 10.4% (control)

3mo

 

Jessica Chandler (2019); Spain [30, 42]

56

46.5 (9.9)

hospital

Uncontrolled HT + AM

Diabetes

Yes

152.3 mmHg

(intervention)

150.7 mmHg

(control)

86.8 mmHg

(intervention)

84.6 mmHg

(control)

▲SBP-31.1 mmHg (intervention), −11.8 mmHg (control), intervention vs. control, p < 0.01; ▲DBP −12.6 mmHg (intervention),−5.2 mmHg (control), intervention vs. control p < 0.01; ▲Percentage of SBP < 140 mmHg −14.4% (intervention), −15.6% (control), p = 0.009; ▲Percentage of DBP < 90 mmHg −38.5% (intervention), −30.5% (control), p = 0.145

▲Medication adherencec 0.49 (SMASH), 3.39 (control), SMASH vs. control p < 0.001

6mo

 

  

McManus RJ (2020); UK [18]

553

66 (10.2)

clinics

Uncontrolled HT + AM

NO

Yes

151.7 ± 11.8 mmHg

(intervention)

151.6 ± 11.1 mmHg

(control)

86.4 ± 9.6 mmHg

(intervention)

85.3 ± 9.9 mmHg

(control)

▲SBP −13.3 ± 9.65 mmHg (intervention), −9.79 ± 10.34 mmHg (control), intervention vs. control p < 0.05;▲DBP −6.2 ± 6.24 mmHg (intervention), −5.5 ± 6.32 mmHg (control), intervention vs. control p < 0.05

▲Weight loss 29/243 (11.9%, intervention), 57/251 (22.7%, control), p = 0.002; ▲Dose changes in AM RR = 2.0 (1.5, 2.7); ▲Type changes in AM RR = 1.5 (1.1,1.9); ▲MA p = 0.97; ▲Patient enablement difference in PEId −0.4 (−0.5, −0.2)

12mo

 

Frauke Leupold (2023); German [31]

525

59.4 (9.7)

clinics

Uncontrolled HT + AM

NO

Yes

156.9 ± 14.8 mmHg

(all)

157.8 ± 16.2 mmHg

(intervention)

155.9 ± 13.1 mmHg

(control)

93.7 ± 9.6 mmHg

(all)

94.8 ± 9.8 mmHg

(intervention)

92.5 ± 9.3 mmHg

(control)

▲SBP −22.5 ± 10.37 mmHg (intervention), −13.9 ± 10.87 mmHg (control), intervention vs. control p < 0.05; ▲DBP −10.5 ± 6.13 mmHg (intervention), −9.2 ± 6.41 mmHg (control), intervention vs. control p < 0.05;▲ Proportion of BP target rangea 62.6% (intervention), 44.6%(control), p < 0.001

▲ Number of inpatient treatments 23 (8.7%, intervention), 35 (13.5%, control), p = 0.1; ▲Number of serious cardiovascular events (hospitalizations)e 12(4.5%, intervention), 9 (3.5%, control), p = 0.14; ▲Patients’ satisfaction with BP treatment 89.4% (intervention), 79.5% (control), p < 0.001; ▲Number of antihypertensives 0.33 (intervention), 0.15 (control), p = 0.37 at baseline, p = 0.001 at follow up; ▲Utilization of PIA-ICTf 10.59 ± 11.25 (min-max 0–48) medication plans were transferred to patients; 249.79 ± 228.90 (min-max 0–1138) blood pressure readings were transmitted from patients to practices; 3.71 ± 7.95 (min-max 0–91) chats were sent from patients to practices; practices sent 6.93 ± 8.87 (min-max 0–49) messages; ▲Satisfaction with the PIA-Intervention (five-point scale: 1=very good to 5=poor) 1.76 ± 2.00 (patients), 1.8 ± 0.50 (general practices)

12mo

 

LaPrincess C (2022); USA [23, 43]

85

54.2 (14.3)

community

HT

Cardiovascular diseases: coronary heart disease, stroke, heart failure

NO

NR

NR

▲Change in mean LS7 score 1.9 ± 1.9 (intervention), 0.7 ± 1.9 (control), RR = 1.13 (0.62, 1.65), intervention vs. control p < 0.0001; ▲Feasibility of intervention (Health-ITUES score) 4.2 ± 0.7 points (0.7)

▲Healthy diet score (range 0–5) 0.79 ± 0.86 points (intervention), −0.08 ± 1.19 points (control), RR = 0.87 (0.54, 1.21), p < 0.0001; ▲ Physical activity 219.70 ± 396.73 min/week (intervention), 76.09 ± 286.67 (control), RR = 143.61 (7.67, 279.56), p = 0.04; ▲BMI 0.16 ± 1.30 kg/m2 (intervention), 0.14 ± 2.24 kg/m2 (control), RR = −0.30 (−1.23,0.62), p = 0.52; ▲SBP −3.09 ± 11.61 mmHg (intervention), −7.25 ± 13.14 mmHg (control), RR = 4.16 (−1.38, 9.70), p < 0.05; ▲DBP −0.53 ± 8.27 mmHg (intervention), −2.5 ± 11.85 mmHg (control), RR = 1.97 (−2.38, 6.31), p < 0.05; ▲Total cholesterol −10.96 ± 25.8 mg/dL(intervention), −17.74 ± 25.93 mg/dL(control), RR = 6.77 (−6.81, 20.36), p = 0.33; ▲Fasting glucose 2.89 ± 18.44 mg/dL (intervention), 6.73 ± 10.64 mg/dL (control), RR = −3.84 (−11.73, 4.05), p = 0.34

6mo

  

Kyle Morawski (2018); USA [22]

411

52.0 (-)

primary care /community

Uncontrolled HT + AM

No

Yes

151.4 ± 9.0 mmHg

(intervention)

151.3 ± 9.4 mmHg

(control)

NR

▲SBP − 10.6 ± 16.0 mmHg (intervention), −10.1 ± 15.4 mmHg (control), p = 0.97;▲MA (MMAS-8g) 0.4 ± 1.5 points (intervention), −0.01 ± 1.5 points (control), p < 0.01

▲Proportion of controlled BPa 67 (35.8%, intervention), 69 (37.9%, control), p = 0.34

3mo

  

Ali Bozorgi (2021); Iran [32]

120

52.0

51.6

hospital

HT

No

No

108.1 ± 13.5 mmHg

(intervention)

114.9 ± 14.3 mmHg

(control)

NR

▲MA (Hill-Bone Checklist) 65.1 (65.04–65.23, intervention), 59.7 (59.60–20.36, control) at 24th week, mean change in intervention group 5.9 points (5.03, 6.69);

▲Healthy diet adherence to low-fat diet (range 1–20) 1.7 (1.30–2.10) points, adherence to low-salt diet(range 1–20) 1.5 (1.16–1.90) points; ▲ BMI mean change 1.2 (0.77, 3.2) kg/m2; ▲MAPh mean change 3.4(1.6, 5.2) mmHg;▲Moderate physical activity (0–300 min/week) mean change 100.0 (61.7, 138.3) min/week; ▲The predisposing factors of adherence to treatment (knowledge, attitude, and self-efficacy) 2.9 points (1.6–4.2) in knowledge, 2.3 points (1.2–3.4) in attitude, 1.7 points (1.3–2.2) in self-efficacy;▲Satisfaction and usability of the app 18.41 (min 16, max 20)

2mo

Ke Gong (2020); China [29]

443

59.27 (7.4)

58.20 (7.5)

hospital

HT

No

Yes

141.19 ± 10.12 mmHg

(intervention)

140.51 ± 10.44 mmHg

(control)

82.59 ± 9.621 mmHg

(intervention)

83.89 ± 8.618 mmHg

(control)

▲SBP −8.99 ± 6.415 mmHg (intervention), −8.99 ± 6.415 mmHg (control), intervention vs. control p < 0.05; ▲DBP −7.04 ± 6.135 mmHg (intervention), −4.14 ± 8.213 mmHg (control), intervention vs. control p < 0.05; ▲Percentage of controlled BPi −38% (intervention), −28% (control), p = 0.00

▲Low medication adherence improvement§ 48 (21%, intervention), 18 (13%, control), p = 0.004

6mo

 

Patricia J. Neafsey (2011); USA [27]

160

68.6 (8.7)

primary care

HT + AM

Chronic Disease

No

128.3 ± 14.6 mmHg

(all)

129.1 ± 15.5 mmHg

(intervention)

127.4 ± 13.4 mmHg

(control)

74.5 ± 9.5 mmHg

(all)

74.27 ± 8.88 mmHg

(control)

74.7 ± 10.1 mmHg

(intervention)

▲Patient Adverse Self-Medication Behavior Risk Score (Anderson and Spencer 2002) −4.5 (intervention), −2.4 (control), intervention vs. control p = 0.033

▲SBP −2.6 mmHg (intervention), 1.1 mmHg (control), change between groups was non-significant;▲DBP 2.0 mmHg (intervention), 0 mmHg (control), change between groups was non-significant; ▲OTC-Rx Knowledge Score −0.5(control), 4.2 (intervention), p < 0.05; ▲OTC-Rx self-efficacy 0.2 (control), 0.8 (intervention), p < 0.05; ▲Satisfaction with the PEP-NG between groups was 0.2, p = 0.0431

3mo

 

  

Dong-Ju Choi (2022); South Korea [33, 34]

173

59.8

tertiary hospitals

Uncontrolled HT + AM

NO

Yes

148.9 ± 8.4 mmHg

(intervention)

150.0 ± 8.6 mmHg

(control)

NR

▲Home SBP −20.0 ± 13.5 mmHg (SMBP-App) vs. −14.9 ± 12.9 mmHg (only SMBP), SMBP-App vs. only SMBP p = 0.012

▲MA95.2% (intervention),90.4%(control), p = 0.004; ▲Proportion of adherence over 95% 72/88 (intervention), 46/85 (control), p = 0.01

6mo

  

Lesli E. Skolarus (2018); USA [26]

73

58 (9.8)

community

(churches)

Uncontrolled HT

NR

No

160.7 ± 23.6 mmHg

(intervention)

162.2 ± 20.5 mmHg

(control)

99.0 ± 11.8 mmHg

(intervention)

99.2 ± 17.8 mmHg

(control)

▲Feasibility of the Reach Out processes 47% of participants texted back BP, 26% responded with their BP every week, 100% reported satisfaction with the intervention

▲SBP −11.3 ± 22.9 mmHg (intervention), −14.4 ± 26.4 mmHg (control), p = 0.6; ▲DBP −8.6 ± 15.9 mm Hg (intervention), −9.5 ± 12.9 mmHg (control), p = 0.79

6mo

 

Jessica Chandler (2020); USA [25]

26

46.5 (13.0)

43.4 (14.2)

community and clinics

Stage 1 HTj

No

Yes

133.2 mmHg

(intervention)

132.0 mmHg

(control)

75.1 mmHg

(intervention)

77.4 mmHg

(control)

ΔSBP −11.6 mmHg (intervention), −0.2 mmHg (control), p < 0.04

▲DBP −6.4 mmHg (intervention), 2.4 mmHg (control), p < 0.04; ▲Percentage of participants with SBP < 130 mmHg 60.3% (Tension Tamer), 35.8% (control), p = 0.003; ▲ Proportion of participants meeting 75% adherence benchmark 38.5% (Tension Tamer), 27.3% (control), p = 0.582

12mo

  

 
  1. HT hypertension, AM antihypertensive medications, NR not reported, RR relative risk, MD mean difference, MA medication adherence, ICT information and communication technology, PEP-NG “next generation” of the Personal Education Program, SMASH Smartphone Med Adherence Stops Hypertension, LS7 Life’s Simple 7 score (range 0–14), Health-ITUES Health Information Technology Usability Evaluation Scale (range 1–5)
  2. Intervention1: blood pressure management (blood pressure self-monitoring, recording, goal setting, reminders, and abnormal blood pressure alerts)
  3. Intervention2: medication management (medication reminder; medication adherence measurement; medication change reminder; medication tailored strategies)
  4. Intervention3: non-pharmacological treatment (lifestyle changes: healthy diet, reducing salt intake, reducing alcohol and cigarette consumption, weight control, physical activity, improving sleep conditions, coping with stress)
  5. Intervention4: reinforcing support (providing incentives to help maintain self-care behaviors; community discussions on self-efficacy, self-regulation, social support, and barriers/facilitators to healthy lifestyles)
  6. aDefined as BP < 140/90 mmHg
  7. bNo use of antihypertensive medication for ≥3 months prior to enrollment
  8. cMeasured using medication tray timestamped data, 1 point is awarded for a 3-h window of the predesignated time, 0.5 points within a 3–6 h window, and 0 points for more than 6 h.
  9. dModified patient enablement instrument (PEI) is scored from 1 to 7, with lower scores implying higher enablement
  10. eSerious cardiovascular events included stroke, myocardial infarction, blood pressure derailing, heart failure, renal failure, and death
  11. fPersonal computer-supported case management of hypertensive patients to implement guideline-based hypertension therapy using a physician-defined and -supervised, patient-specific therapeutic algorithm
  12. gMorisky Medication Adherence (MMAS) Scale score < 6
  13. h(Mean arterial pressure) \({{{\rm{MAP}}}}=\frac{{{{\rm{SBP}}}} \,+ \, 2({{{\rm{DBP}}}})}{3}\) mmHg
  14. iHypertensive patients with chronic kidney disease or diabetes should be under 130/80 mmHg, hypertensive patients who are aged 65 years or older should be less than 150/90 mmHg, and other patients should be less than 140/90 mmHg (The 2010 Guidelines for Hypertension Prevention and Treatment in China)
  15. jStage 1 HT is 130–139 mmHg or 80–89 mmHg