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Meta-Analysis
©The Author(s) 2026.
World J Methodol. Mar 20, 2026; 16(1): 109145
Published online Mar 20, 2026. doi: 10.5662/wjm.v16.i1.109145
Table 6 A narrative assessment of the efficacy of Tai Chi for cancer-related fatigue: Analysis of sources of heterogeneity
Analysis dimensions
Number of studies
Ref.
SMD (effect size)
I2
Effect direction and consistency
Notes
Grouped by cancer type
Breast cancer4Chen[18] (2021)-1.70 (-2.51, -0.89)87%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Wang[22] (2017)
Yang et al[23] (2022)
Lung cancer3Ge and Shentu[19] (2019)-0.98 (-1.44, -0.53)79%Negative and consistentStatistically significant negative effect
Jiang et al[21] (2013)
Zhang et al[24] (2016)
Gastric cancer1Zheng et al[25] (2022)Single-study estimate
Nasopharyngeal carcinoma1Zhou et al[26] (2018)Single-study estimate
Grouped by treatment methods
Undergoing chemotherapy6Chen[18] (2021)-1.51 (-2.15, -0.87)88%Negative and consistentStatistically significant negative effect
Ge and Shentu[19] (2019)
Han et al[20] (2019)
Wang[22] (2017)
Yang et al[23] (2022)
Zhang et al[24] (2016)
Undergoing chemoradiotherapy1Zhou et al[26] (2018)Single-study estimate
Routine treatment2Jiang et al[21] (2013)-0.73 (-1.28, -0.19)64%Negative and consistentStatistically significant negative effect
Zheng et al[25] (2022)
Grouped by intervention time
≤ 4 weeks2Jiang et al[21] (2013)-0.48 (-0.81, -0.15)0%Negative and
consistent
Statistically significant negative effect
Wang[22] (2017)
4 < weeks ≤ 84Ge and Shentu[19] (2019)-0.95 (-1.61, -0.28)86%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Yang et al[23] (2022)
Zhou et al[26] (2018)
8 < weeks ≤ 125Han et al[20] (2019)-1.30 (-1.97, -0.62)89%Negative and consistentStatistically significant negative effect
Wang[22] (2017)
Yang et al[23] (2022)
Zhang et al[24] (2016)
Zheng et al[25] (2022)
> 12 weeks2Chen[18] (2021)-1.27 (-2.12, -0.42)79%Negative and consistentStatistically significant negative effect
Wang[22] (2017)
Grouped by comparative measures
The control group receiving conventional rehabilitation training3Chen[18] (2021)-1.76 (-2.85, -0.67)91%Negative and consistentStatistically significant negative effect
Yang et al[23] (2022)
Wang[22] (2017)
The control group without conventional rehabilitation training6Ge and Shentu[19] (2019)-1.06 (-1.48, -0.64)76%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Jiang et al[21] (2013)
Zhang et al[24] (2016)
Zheng et al[25] (2022)
Zhou et al[26] (2018)
Grouped by assessment scales
CFS2Chen[18] (2021)-3.53 (-4.45, -2.62)0%Negative and consistentStatistically significant negative effect
Wang[22] (2017)
RPFS/RPFS-CV4Ge and Shentu[19] (2019)-1.26 (-1.52, -1.00)56%Negative and consistentStatistically significant negative effect
Han et al[20] (2019)
Yang et al[23] (2022)
Zheng et al[25] (2022)
MFSI-SF2Zhang et al[24] (2016)-9.42 (-15.63, -3.22)69%Negative and consistentStatistically significant negative effect
Zhou et al[26] (2018)


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