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. 2023 Nov 23;11:e52022. doi: 10.2196/52022

Table 2. Outcomes of included meta-analyses.

Studies (author, year) and outcomes Estimated effect (95% CI) Heterogeneity (I2), % Publication bias, P value
Chen et al [ 24 ], 2014
Motion 1.00 (0.45 to 1.56) 56 N/Aa
Välimäki et al [ 25 ], 2014
Cognition 4.67 (–1.76 to 11.1) 8 N/A
Satisfaction 5.1 (1.03 to 9.17) 0 N/A
Cheok et al [ 26 ], 2015
Balance 0.39 (–0.25 to 1.04) 85 .02
Chen et al [ 27 ], 2015
BIb −0.5 (−2.4 to 0.13) 27 N/A
Balance −0.5 (−0.7 to 0.37) 0 N/A
Christensen et al [ 28 ], 2016
HbA1cc –0.10 (–0.33 to 0.14) 0 .71
Howes et al [ 29 ], 2017
Balance 0.56 (0.25 to 0.87)d 66 .10
Mobility –0.12 (–0.48 to 0.03) 6 .54
Cognition –0.65 (–1.03 to –0.28) 58 .07
Fear 0.28 (–0.50 to 1.05) 0 .55
Bukola and Paula [ 30 ], 2017
Pain –0.64 (–1.10 to –0.17)d 61.3 N/A
Laver et al [ 31 ], 2017
Gait 0.09 (–0.04 to 0.22)d 10 N/A
Balance 0.39 (–0.09 to 0.86)d 10 N/A
Mobility –4.76 (–8.91 to –0.61)d 50 N/A
Motion 0.01 (–0.60 to 0.61)d 0 N/A
Scheffler et al [ 32 ], 2018
Pain 0.69 (0.40 to 0.98)d 72 No
Anxiety 0.36 (0.20 to 0.52)d 0 No
Wang et al [ 33 ], 2019
Pain –0.25 (–0.48 to –0.02)d 32 N/A
Balance 29.36 (–6.99 to 65.71)d 88 N/A
Eijlers et al [ 18 ], 2019
Pain 1.30 (0.68 to 1.91) 93 No
Anxiety 1.32 (0.21 to 2.44) 96 No
Lei et al [ 13 ], 2019
Gait 0.15 (–0.50 to 0.19) 32 High
Balance 0.22 (0.01 to 0.42)d 0 High
Mobility –1.95 (–2.81 to –1.06)d 60 High
Kim et al [ 34 ], 2019
Cognition 0.42 (0.24 to 0.60) 5 .001
Physical fitness 0.41 (0.16 to 0.65) 0 <.001
Emotion 0.14 (0.07 to 0.36) 36 .20
Execution 0.07 (0.34 to 0.49) 66 .34
Feasibility 0.12 (0.10 to 0.34) 54 .30
Perrochon et al [ 35 ], 2019
Motion 0.53 (–0.35 to 1.42) 0 .58
Satisfaction 0.08 (0.03 to 0.13) 0 .001
Safety 0.17 (–0.02 to 0.36) 1 .15
Zeng et al [ 36 ], 2019
Anxiety –3.03 (–6.20 to 0.15) 95 .001
Depression –1.11 (–3.17 to 0.96) 0 .51
Fatigue –2.50 (–4.28 to –0.73)d 16 .27
Pain –1.63 (–4.15 to 0.89) 94 .001
Cognition 0.40 (4.64 to 5.44) 36 N/A
Corregidor-Sanchez et al [ 37 ], 2020
Motion –0.56 (–0.90 to –0.21) 55 High
Custodio et al [ 38 ], 2020
Pain –0.46 (–0.91 to –0.01)d 82 No
Anxiety –3.37 (–4.57 to –2.81)d 71 No
De Miguel-Rubio et al [ 19 ], 2020
Balance 3.42 (2.54 to 4.29)d 70 N/A
De Miguel-Rubio et al [ 39 ], 2020
BI –0.37 (–1.38 to 0.64) 68 N/A
De Miguel-Rubio et al [ 40 ], 2020
ROMe –0.93 (–1.95 to 0.09) 0 N/A
Balance –0.27 (–0.82 to 0.27) 56 N/A
Ding et al [ 41 ], 2020
Pain –0.64 (–1.05 to –0.22) 69 N/A
Dominguez-Tellez et al [ 42 ] , 2020
Motion 1.53 (0.51 to 2.54)d 92 No
QOLf 2.37 (–0.25 to 4.98) 0 No
MBIg 0.77 (0.05 to 1.49)d 95 No
Georgescu et al [ 43 ], 2020
Pain 0.95 (0.32 to 1.57)d 86 No
Cognition 0.94 (0.33 to 1.56)d 51 No
Lauwens et al [ 44 ], 2020
Pain 0.94 (0.92 to 1.27) 52 N/A
Lopez-Valverde et al [ 45 ], 2020
Pain –0.67 (–1.58 to 0.24) 0 .18
Anxiety 0.20 (–0.48 to 0.87) 0 .54
Low et al [ 46 ], 2021
Satisfaction 0.45 (–0.07 to 0.97) 70 N/A
Dissatisfaction 0.72 (0.25 to 1.20) 44 N/A
Czech et al [ 47 ], 2021
Pain −2.85 (−3.57 to −2.14)d 0 N/A
Fear −0.19 (−0.58 to 0.202) 94 N/A
Anxiety N/A 93 N/A
Satisfaction N/A 83 N/A
Fandim et al [ 48 ], 2021
Motion –0.08 (–0.45 to 0.29) 6 No
Balance 1.43 (0.61 to 2.24)d 53 No
Chen et al [ 49 ], 2021
BI 0.23 (0.13 to 0.34)d 0 .28
Jung et al [ 50 ], 2021
Cognition 0.45 (0.20 to 0.71) 42 .58
Li et al [ 51 ], 2021
Balance 0.66 (N/A) 64 .23
QOL –0.28 (N/A) 0 <.001
MBI 0.62 (N/A) 0 <.001
Depression –0.75 (N/A) 80 .75
Sajeev et al [ 52 ], 2021
Pain –0.43 (–0.67 to –0.20)d 81 N/A
Anxiety –0.61 (–0.88 to –0.34)d 89 N/A
Yen and Chiu [ 53 ], 2021
Cognition 0.53 (0.32 to 0.73)d 2 .57
Memory 0.51 (0.06 to 0.96)d 58 .50
Attention 0.49 (–0.10 to 1.08) 88 .44
Execution 0.05 (–0.37 to 0.46) 81 .79
Depression –1.00 (–1.51 to –0.45) 55 .90
Zhang et al [ 54 ], 2021
Motion 3.01 (1.91 to 4.11) 70 N/A
Balance and gait 3.51 (2.10 to 4.92) 80 N/A
Cognition 0.81 (−0.41 to 2.03) 66 N/A
MBI 7.02 (4.96 to 9.08) 18 N/A
Zhang et al [ 55 ], 2021
Cognition 0.32 (–0.43 to 1.06) 89 .29
Attention 0.78 (0.23 to 1.33)d 6 .04
Depression 0.20 (–0.25 to 0.64) 16 .55
QOL 3.01 (1.51 to 4.31) 12 .17
Zhong et al [ 56 ], 2021
Cognition 0.42 (0.04 to 0.79) 3 No
Attention 0.09 (−0.26 to 0.44) 0 No
Blasco-Peris et al [ 57 ], 2022
QOL 0.22 (−0.37 to 0.81) 3 N/A
Depression 0.17 (−0.36 to 0.70) 0 N/A
Bu et al [ 58 ], 2022
Anxiety –6.47 (–7.21 to –5.73)d 83 No
Depression –4.27 (–4.64 to –3.91)d 0 No
Pain –1.32 (–2.56 to –0.09)d 87 No
Fatigue 8.80 (8.24 to 9.36)d 0 No
Chan et al [ 59 ], 2022
Balance 0.12 (–0.66 to 0.89)d 0 N/A
Motion 0.13 (–0.65 to 0.91)d 0 N/A
Chen et al [ 60 ], 2022
Anxiety –0.35 (–0.70 to 0.01) 0 N/A
Depression –0.48 (–0.84 to –0.12)d 0 N/A
Chen et al [ 61 ], 2022
Cognition 3.00 (2.28 to 3.71) 7 No
BI 6.14 (4.56 to 7.72) 0 No
MBI 6.06 (1.27 to 10.85) 86 No
Chen et al [ 62 ], 2023
Anxiety −0.91 (−1.43 to −0.39)d 86 Low
Czech et al [ 2 ], 2022
Pain –0.47 (–0.78 to –0.15)d 41 N/A
ROM 0.44 (−0.23 to 1.11) 50 N/A
Huber et al [ 63 ], 2022
Cognition 0.43 (0.22 to 0.64)d 24 N/A
Kim et al [ 64 ], 2022
Depression −0.54 (−0.79 to –0.29) 73 No
Mo et al [ 65 ], 2022
Pain –0.59 (–1.15 to –0.04) 78 No
Fatigue –0.53 (–0.88 to –0.18) 15 No
Depression –0.60 (–1.04 to –0.15) 29 No
Satisfaction –0.68 (–1.25 to –0.11) 55 No
Obrero-Gaitán et al [ 66 ], 2022
Pain –1.03 (–1.52 to –0.54)d 7 .09
Anxiety –1.79 (–2.7 to –0.91)d 32 .55
Depression –2.7 (–4.39 to –0.99)d 46 .92
QOL 0.76 (0.42 to 1.11)d 0 .90
Saliba et al [ 67 ], 2022
Pain 2.54 (0.14 to 4.93)d 99 N/A
Anxiety 0.89 (0.16 to 1.63)d 95 N/A
Simonetti et al [ 68 ], 2022
Anxiety –0.34 (–0.62 to –0.11)d 39 No
Suleiman-Martos et al [ 69 ], 2022
Anxiety –10.62 (–13.85 to –7.39)d 84 No
Tas et al [ 20 ], 2022
Pain –0.67 (–0.89 to 0.45)d 68 .30
Anxiety –0.74 (–1.00 to 0.48)d 59 .56
Thi et al [ 70 ], 2022
Pain –0.93 (–2.63 to 0.76) 86 N/A
Wang et al [ 16 ], 2023
Fear −0.53 (−0.90 to −0.17)d 64 N/A
Wang et al [ 71 ], 2022
Fear −1.52 (−2.18 to –0.86) 51 N/A
Anxiety −2.79 (−4.07 to –1.54) 0 N/A
Pain −2.17 (−3.37 to –0.97) 92 N/A
He et al [ 72 ], 2022
Pain –1.13 (–2.01 to –0.26)d 97 No
Zhang et al [ 73 ], 2022
Anxiety –2.07 (–3.81 to –0.34) 95 N/A
Fatigue –0.92 (–4.47 to 2.62) 99 N/A
Zhang et al [ 74 ], 2022
BI 0.31 (0.10 to 0.51) 31 No
Grip 0.40 (0.08 to 0.71) 0 No
Motion 0.71 (0.43 to 0.99) 0 No
Wong et al [ 75 ], 2023
Anxiety –1.17 (–2.06 to –0.28)d 42 N/A
Liu et al [ 76 ], 2023
Depression –0.75 (–1.35 to –0.15) 92.2 N/A
Hao et al [ 77 ], 2023
Pain –1.53 (–2.55 to –0.50) 34 N/A
Fatigue 0.86 (0.44 to 1.28) 97 N/A
Anxiety –3.02 (–5.27 to –0.77) 34 N/A
Motion –0.66 (–1.02 to –0.31) 47 N/A
QOL 0.53 (0.14 to 0.93) 34 N/A
Kodvavi et al [ 78 ], 2023
Anxiety –0.73 (–1.08 to –0.39)d 22 Low
Pain –0.25 (–0.44 to –0.05)d 67 Low
Parra et al [ 79 ], 2023
Loss 0.13 (0.02 to 0.24) N/A Low
Chen et al [ 80 ], 2023
Balance 0.62 (0.29 to 0.95) 68 Low
Cognition 0.90 (0.61 to 1.19) 16 Low
Kavradim et al [ 81 ], 2023
Anxiety –0.85 (–1.55 to –0.14) 91.92 High
Motion 0.54 (0.01 to 1.08)d 1.702 High
Stress –0.36 (–0.60 to –0.11) 0 High
Depression –0.39 (–0.68 to –0.11) 73.979 High
Shen et al [ 82 ], 2023
Balance 1.35 (0.58 to 1.86) 44 N/A
MBI 5.26 (1.70 to 8.82) 72 N/A
Bok et al [ 83 ], 2023
Balance –0.113 (–0.547 to 0.32) 73.3 N/A
Tian et al [ 84 ], 2023
Anxiety –4.93 (–8.00 to –1.87) NA High
Depression –2.89 (–5.46 to –0.32) 7.05 High
Pain –1.2 (–2.05 to –0.50) 66 High
Cognition 2.69 (1.95 to 3.44) 10 High
Motion –0.79 (–5.00 to 3.42) 25 High
Grip 0.38 (–0.19 to 0.96) 9 High
Yan et al [ 85 ], 2023
Anxiety –1.74 (–2.46 to –1.02) 95 .75
Pain –1.5 (–2.22 to –0.91) 91 .81
Heart rate –10.54 (–20.26 to –0.81) 99 .60
Gao et al [ 86 ], 2023
Anxiety –0.77 (–1.24 to –0.31) 85 N/A
Wu et al [ 87 ], 2023
Anxiety –0.83 (–1.25 to –0.42) 82 N/A
Pain –0.86 (–1.36 to –0.35) 85 N/A
Depression –0.46 (–0.74 to –0.18) 76 N/A
Fear –0.82 (–1.60 to –0.03) 69 N/A
Distress –1.16 (–1.96 to –0.37) 72 N/A
QOL 1.01 (–0.67 to 2.70) 94 N/A
Ren et al [ 88 ], 2023
Motion 1.30 (0.08 to 2.51) 88 .19
Lee et al [ 89 ], 2023
Balance 0.62 (0.14 to 1.10) 80.92 High
Burrai et al [ 90 ], 2023
Anxiety –6.57 (–11.59 to –1.54) 92 N/A
Fatigue –0.18 (–0.46 to 0.09) 0 N/A
Pain –1.95 (–6.96 to 3.06) 99 N/A
Percy et al [ 91 ], 2023
Motion −0.91 (−1.38 to −0.44) 95 N/A
Balance −0.54 (−1.80 to 0.71) 74 N/A
a

N/A: not applicable.

b

BI: Barthel Index.

c

HbA1c: hemoglobin A1c.

d

Significant at the P<.05 level.

e

ROM: range of motion.

f

QOL: quality of life.

g

MBI: modified Barthel Index.