Table 5.
Category of application and type of diabetes | Population characteristics | Trials, n | Patients, n | Outcome | MDa (95% CI) of percent change in HbA1cb | P value | I2 (%) | Grading of Recommendations, Assessment, Development, and Evaluation | |
Telemedicine [70,85] | |||||||||
|
T1Dc | Adults | 15 | 1256 | d,e | −0.26 (−0.47 to −0.05) | <.01 | 79.7 | |
|
T1D | Children and adolescents | 11 | 796 | −0.12 (−0.30 to 0.05) | .70 | 0 | ||
|
T1D | Baseline HbA1c <9.0% | 16 | NS | −0.06 (−0.02 to 0.09) | NSf | NS | ||
|
T1D | Baseline HbA1c ≥9.0% | 12 | NS | −0.34 (−0.57 to −0.11) | NS | NS | ||
|
T2Dg | Baseline HbA1c <8.0% | 48 | 5720 | −0.22 (−0.25 to −0.19) | NS | NS | ||
|
T2D | Baseline HbA1c ≥8.0% | 45 | 8100 | −0.60 (−0.61 to −0.60) | NS | NS | ||
Digital self-management [60-62,68,72,79,83] | |||||||||
|
T2D | Age <55 years | 7 | 701 | −0.67 (−1.15 to −0.20) | .52 | 75 | ||
|
T2D | Age ≥55 years | 8 | 541 | −0.41 (−0.62 to −0.21) | .52 | 0 | ||
|
T2D | Age undetermined | 2 | 289 | −0.72 (−1.60 to 0.16) | .52 | 47 | ||
|
T2D | Diagnosish <8.5 years ago | 7 | 549 | −0.83 (−1.10 to 0.56) | .007 | 0 | ||
|
T2D | Diagnosish ≥8.5 years ago | 4 | 394 | −0.22 (−0.44 to 0.01) | .007 | 0 | ||
|
T2D | Diagnosis timeh undetermined | 6 | 588 | −0.43 (−0.71 to −0.30) | .007 | 55 | ||
|
T2D | Baseline HbA1c ≤8.0% | 6 | 590 | −0.49 (−0.71 to −0.27) | .69 | 0 | ||
|
T2D | Baseline HbA1c ≤8.0% | 7 | NS | −0.33 (−0.53 to −0.13) | <.05 | 46 | ||
|
T2D | Baseline HbA1c >7.0% | 11 | 1707 | −0.33 (−0.48 to −0.18) | <.001 | 77.8 | ||
|
T2D | Baseline HbA1c >7.5% | 10 | 1921 | −0.45 (−0.70 to −0.21) | <.001 | 80.4 | ||
|
T2D | Baseline HbA1c >8.0% | 11 | 941 | −0.57 (−0.93 to −0.22) | .69 | 65 | ||
|
T2D | Baseline HbA1c >8.0% | 11 | NS | −0.70 (−1.03 to −0.36) | <.05 | 81 | ||
|
T2D | Baseline BMI <30 kg/m2 | 5 | 359 | −0.64 (−0.91 to −0.36) | .49 | 0 | ||
|
T2D | Baseline BMI ≥30 kg/m2 | 10 | 966 | −0.43 (−0.68 to −0.17) | .49 | 35 | ||
|
T2D | Baseline BMI undetermined | 2 | 206 | −0.96 (−2.76 to 0.85) | .49 | 91 | ||
|
T1D/T2D | Age <40 years | 14 | NS | −0.32 | .02 | NS | ||
|
T1D/T2D | Age <40 years | 11 | NS | −0.85 (−1.79 to 0.10) | .07 | 98 | ||
|
T1D/T2D | Age ≥40 years | 40 | NS | −0.53 | <.001 | NS | ||
|
T1D/T2D | Age 41-50 years | 8 | NS | −1.83 (−3.17 to −0.48) | <.001 | 96.2 | ||
|
T1D/T2D | Age >50 years | 17 | NS | −1.05 (−1.50 to −0.60) | <.001 | 97 | ||
|
T1D/T2D | Baseline HbA1c <8.0% | 6 | NS | −0.26 (−0.43 to −0.10) | .03 | NS | ||
|
T1D/T2D | Baseline HbA1c ≥ 8.0% | 8 | NS | −0.64 (−0.93 to −0.35) | .03 | NS | ||
|
T1D/T2D | Baseline HbA1c <9.0% | NS | NS | −0.35 | NS | NS | ||
|
T1D/T2D | Baseline HbA1c ≥9.0% | NS | NS | −1.22 | NS | NS | ||
Digital self-management (mobile health) [66,84] | |||||||||
|
T2D | Baseline HbA1c <8.0% | 4 | 696 | −0.33 (−0.59 to −0.06) | .02 | 70 | ||
|
T1D/T2D | Average age <25 years | 5 | NS | −0.5 (−0.8 to −0.1) | .54 | NS | ||
|
T1D/T2D | Average age ≥25 years | 17 | NS | −0.5 (−0.7 to −0.3) | .54 | NS | ||
|
T1D/T2D | BMI ≥25 kg/m2 | 7 | NS | −0.8 (−1.1 to −0.5) | .93 | NS | ||
|
T1D/T2D | 24 kg/m2≤ BMI <25 kg/m2 | 3 | NS | −0.8 (−1.7 to 0.1) | .93 | NS | ||
|
T1D/T2D | BMI unspecified | 12 | NS | −0.3 (−0.5 to −0.1) | .93 | NS | ||
Digital self-management (SMS) [75] | |||||||||
|
T2D | Age <55 years | 5 | NS | −0.65 (−0.88 to −0.41) | <.001 | NS | ||
|
T2D | Age ≥55 years | 5 | NS | −0.42 (−0.56 to −0.27) | .006 | NS | ||
|
T2D | Diagnosish <7 years ago | 4 | NS | −0.61 (−0.79 to −0.42) | .001 | NS | ||
|
T2D | Diagnosish ≥7 years ago | 3 | NS | −0.37 (−0.62 to −0.13) | .031 | NS | ||
|
T2D | Baseline HbA1c <8.0% | 5 | NS | −0.71 (−0.93 to −0.48) | <.001 | NS | ||
|
T2D | Baseline HbA1c ≥8.0% | 5 | NS | −0.38 (−0.53 to −0.24) | <.001 | NS |
aMD: mean difference.
bHbA1c: glycated hemoglobin.
cT1D: type 1 diabetes.
dThe direction of the arrows indicates potential clinically relevant reduction rates (see Table 2).
eGreen arrows show statistical significance.
fNS: not specified—cases in which no data were provided. Missing data on statistical significance were handled as nonsignificant.
gT2D: type 2 diabetes.
hDiagnosis time: time since first diagnosis of diabetes.