country
Danhauer SC et al. 2009 [ ]
America
44, G1 = 22, G2 = 22
Mean age:
G1 = 54.3 y/o (SD = 9.6), G2 = 57.2 y/o (SD = 10.2)
G1 = Restorative Yoga
G2 = Control group
(wait list control)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G2 ( = 0.97)
Chandwani KD et al. 2010 [ ]
America
61, G1 = 30, G2 = 31
Mean age:
G1 = 51.39 y/o (SD = 7.97), G2 = 54.02 y/o (SD = 9.96)
G1 = Yoga
G2 = Control group
(wait list control)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G2 ( > 0.05)
Bower JE et al. 2012 [ ]
America
31, G1 = 16, G2 = 15
Mean age:
G1 = 54.4 y/o (SD = 5.7), G2 = 53.3 y/o (SD = 4.9)
G1 = Iyengar Yoga
G2 = Control group
(health education)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G2 ( > 0.05)
Kiecolt-Glaser JK et al. 2014 [ ]
America
200, G1 = 100, G2 = 100
Mean age:
G1 = 51.8 y/o (SD = 9.8), G2 = 51.3y/o (SD = 8.7)
G1 = Hatha Yoga
G2 = Control group
(wait list control)
The total score of PSQI improved:
G1 vs. G2 ( = 0.03)
Ratcliff CG et al. 2016 [ ]
America
163, G1 = 53, G2 = 56, G3 = 54
Mean age:
G1 = 52.38 y/o (SD = 1.35), G2 = 51.14 y/o (SD = 1.32), G3 = 52.11 y/o (SD = 1.34)
G1 = Yoga
G2 = Stretching
G3 = Control group (wait list control)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G3 ( > 0.05)
Taylor T R et al. 2018 [ ]
America
33, G1 = 18, G2 = 15
Mean age:
G1 = 54.9 y/o (SD = 8.8), G2 = 52.6 y/o (SD = 8.2)
G1 = Restorative yoga
G2 = Control group
(wait list control)
The total score of ISI improved:
No statistically significant finding
G1 vs. G2 ( = 0.89)
Chaoul A et al. 2018 [ ]
America
227, G1 = 74, G2 = 68, G3 = 85
Mean age:
G1 = 49.5 y/o (SD = 9.80), G2 = 50.4 y/o (SD = 10.3),
G3 = 49.0 y/o (SD = 10.1)
G1 = Tibetan Yoga
G2 = Stretching group
G3 = Control group
(Usual care)
PSQI
Actigraphy
The total score of PSQI improved:
No statistically significant finding G1 vs. G3 ( = 0.32)
Actigraphy:
Statistically significant finding in sleep efficiency (SE) G1 vs. G3 ( = 0.02), wake after sleep onset (WASO) G1 vs. G3 ( = 0.0003), but no statistically signify finding on sleep onset latency (OL) G1 vs. G3 ( = 0.89), total sleep time (TST) G1 vs. G3 ( = 0.19)
Porter LS et al. 2019 [ ]
America
63, G1 = 43, G2 = 20
Mean age:
G1 = 56.3 y/o (SD = 11.6)
G2 = 59.4 y/o (SD = 11.3)
G1 = Yoga
G2 = Control group
(social support group)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G2 ( > 0.05)
Elavsky S et al. 2007 [ ]
America
163, G1 = 61, G2 = 63, G3 = 39
Age range:42–58 y/oMean age:49.9 y/o (SD:3.6)
G1 = Yoga
G2 = walking
G3 = Control group
The total score of PSQI improved:
No statistically significant finding
G1 vs. G3 ( > 0.05)
Afonso RF et al. 2012 [ ]
Brazil
61, G1 = 16, G2 = 21, G3 = 24
Age range:50–65 y/o
G1 = Yoga
G2 = Passive stretching
G3 = Control group
ISI
Polysomnography
The total score of ISI improved:
G1 vs. G3 ( < 0.05)
Polysomnography:
No statistically significant finding
G1 vs. G3 ( > 0.05)
Newton KM et al. 2014 [ ]
America
249, G1 = 107, G2 = 142
Age range:40–62 y/o
G1 = Yoga
G2 = Control group
(usual activity)
PSQI
ISI
The total score of PSQI improved:
G1 vs. G2 ( = 0.049)
The total score of ISI improved:
G1 vs. G2 ( = 0.007)
Buchanan, D.T. et al. 2017 [ ]
America
186, G1 = 52, G2 = 54, G3 = 80
Mean age:
G1 = 55.3 y/o (SD = 3.9),
G2 = 55.6 y/o (SD = 3.5),
G3 = 54.2 y/o (SD = 3.7)
G1 = Yoga
G2 = Exercise
G3 = Control group
(usual activity)
Ide MR et al. 2008 [ ]
Brazil
40, G1 = 20, G2 = 20
Mean age:
G1 = 46.61 y/o (SD = 9.80), G2 = 45.47 y/o (SD = 8.65)
G1 = Yoga breathing exercises in warm water
G2 = Control group
The total score of PSQI improved:
G1 vs. G2 ( = 0.004)
Innes KE et al. 2012 [ ]
America
20, G1 = 10, G2 = 10
Mean age:
G1 = 58.4 y/o (SD = 6.32), G2 = 58.9 y/o (SD = 9.10)
G1 = Iyengar Yoga
G2 = Control group (education film group)
The total score of PSQI improved:
G1 vs. G2 ( = 0.01)
Cheung C et al. 2014 [ ]
America
36, G1 = 18, G2 = 18
Mean age:
G1 = 71.9 y/o,
G2 = 71.9 y/o
G1 = Yoga
G2 = Control group
(wait list control)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G2 ( = 0.15)
Fang R et al. 2015 [ ]
China
120, G1 = 61, G2 = 59
Mean age:
G1 = 35.13 y/o
(SD =10.98),
G2 = 36.05 y/o
(SD = 9.91)
G1 = Yoga
G2 = Control group
The total score of PSQI improved:
G1 vs. G2 ( < 0.001)
Ebrahimi M et al. 2017 [ ]
Iran
45, G1 = 15, G2 = 15, G3 = 15
Mean age:
G1 = 48.18 y/o,
G2 = 44.69 y/o,
G3 = 47.93 y/o
G1 = Yoga
G2 = Aerobic exercise
G3 = Control group
The total score of PSQI improved:
G1 vs. G3 ( < 0.05)
Rao M et al. 2017 [ ]
India
60, G1 = 30, G2 = 30
Mean age:
G1 = 43.0 y/o (SD = 9.77)
G2 = 40.0 y/o (SD = 7.32)
G1 = Yoga-based, mindfulness relaxation
G2 = Control group
(wait list control)
The total score of PSQI improved:
G1 vs. G2 ( < 0.01)
Nalgirkar SP et al. 2018 [ ]
India
30, G1 = 15, G2 = 15
Mean age:
G1 = 29.85 y/o (SD =4.45)
G2 = 30.85 y/o (SD =4.42)
G1 = Yoga
G2 = Control group
(wait list control)
The total score of PSQI improved:
No statistically significant finding
G1 vs. G2 ( > 0.05)
BMI Body max index, DSM4 Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition criteria, DUB Dysfunctional uterine dysfunction, ECOG-PS Eastern Cooperative Oncology Group Performance Status, FSH Follicle-stimulating hormone, G1 Group 1, G2 Group 2, G3 Group 3, ISI Insomnia Severity Index, OA Osteoarthritis, OL Onset latency, PSQI Pittsburgh Sleep Quality Index, SE Sleep efficiency, TST Total sleep time, WASO Wake time after sleep onset, XRT Radiotherapy treatment
Characteristics of yoga programs and outcome assessment of studies included in the systematic review
Authors, year country | Specific type of yoga | Yoga frequency (sessions/week) | Session length (mins/week) | Study duration (weeks/ study) | Number of sessions/study Total lengths (h)/study | Safety (adverse events) | Basal score of PSQI (SD) and follow-up | Basal score of ISI (SD) and follow-up |
---|---|---|---|---|---|---|---|---|
Elavsky s et al. 2007 [ ] America | Iyengar Yoga (Hatha Yoga) | 2 | 90 | 16 | 32 (24 h) | Not reported | G1 = 6.9 0(3.94) G1 = 6.48 (4.22) G3 = 5.46 (2.96) G3 = 5.44 (3.63) | – |
Afonso RF et al. 2012 [ ] Brazil | Asanas Yoga | 2 | 120 | 16 | 32 (32 h) | Not reported | – | G1 = 14.1 (5.87) G1 = 9.7 (4.64) G3 = 15.2 (4.8) G3 = 13.7 (4.64) |
Newton KM et al. 2014 [ ] America | Yoga program | 2 | 90 | 12 | 24 (18 h) | Reported | G1 = 7.7 (3.34) G1 = 5.6 (3.30) G2 = 8.4 (3.30) G2 = 5.8 (2.91) | G1 = 11.8 (5.25) G1 = 7.4 (5.07) G2 = 12.2 (5.13) G2 = 6.8 (4.35) |
Buchanan, D.T. et al. 2017 [ ] America | Viniyoga | 1 | 90 | 12 | 12 (18 h) | Not reported | – | – |
Danhauer SC et al. 2009 [ ] America | Restorative Yoga | 1 | 75 | 10 | 10 (12.5 h) | Not reported | G1 = 8.3 (4.7) G1 = 6.1 (4.3) G2 = 8.6 (5.3) G2 = 7.0 (4.2) | – |
Chandwani KD et al. 2010 [ ] America | Yoga | 2 | 120 | 6 | 12 (12 h) | Not reported | G1 = 7.3 (3.83) G1 = 7.3 (4.67) G2 = 7.1 (3.89) G2 = 7.1 (5.38) | – |
Bower JE et al. 2012 [ ] America | Iyengar Yoga | 2 | 90 | 12 | 24 (36 h) | Not reported | G1 = 9.2 (3.3) G1 = 8.1 (2.5) G2 = 9.1 (3.5) G2 = 7.7 (2.6) | – |
Kiecolt-Glaser KJ et al. 2014 [ ] America | Hatha Yoga | 2 | 180 | 12 | 24 (36 h) | Reported | G1 = − G1 = 7.0 (2.15) G2 = − G2 = 6.3 (2.18) | – |
Cheung C et al. 2014 [ ] America | Hatha Yoga | 1 | 60 | 8 | 8 (8 h) | Not reported | G1 = 6.5 (4.2) G1 = 5.0 (2.2) G2 = 5.4 (2.8) G2 = 6.1 (2.2) | – |
Ratcliff CG et al. 2016 [ ] America | Yoga program | 3 | 180 | 6 | 18 (18 h) | Not reported | G1 = 8.3 (3.9) G1 = 6.7 (3.1) G3 = 8.2 (3.7) G3 = 7.3 (3.7) | – |
Taylor TR et al. 2018 [ ] America | Restorative Yoga | 1 | 75 | 8 | 8 (10 h) | Not reported | – | G1 = 10.18 (8.74) G1 = 7.89 (7.17) G2 = 7.56 (6.82) G2 = 6.20 (7.11) |
Chaoul A et al. 2018 [ ] America | Tibetan Yoga | 4 | 300–360 | 1 | 4 (5–6 h) | Not reported | G1 = 7.8 (3.7) G1 = 7.3 (3.6) G3 = 8.1 (4.2) G3 = 8.1 (4.4) | – |
Porter LS et al. 2019 [ ] America | Mindful Yoga | 1 | 120 | 8 | 8 (16 h) | Not reported | G1 = 8.6 (3.34) G1 = 8.6 (3.01) G2 = 7.6 (2.73) G2 = 7.6 (3.42) | – |
Ide MR et al. 2008 [ ] Brazil | Yoga breathing exercises in warm water | 4 | 240 | 4 | 16 (16 h) | Not reported | G1 = 13.17 (4.00) G1 = 9.95 (1.15) G2 = 11.82 (5.05) G2 = 13.88 (1.28) | – |
Innes K E et al. 2012 [ ] America | Iyengar yoga | 2 | 180 | 8 | 16 (24 h) | Not reported | G1 = 8.71 (3.63) G1 = 3.57 (1.49) G2 = 9.25 (3.32) G2 = 8.00 (2.94) | – |
Fang R et al. 2015 [ ] China | Yoga | > 2 | > 100–120 | 24 | > 48 (40–48 h) | Not reported | G1 = 9.98 (1.89) G1 = 7.61 (1.25) G2 = 10.24 (2.35) G2 = 10.31 (2.42) | – |
Ebrahimi M et al. 2017 [ ] Iran | Yoga program | 3 | 270 | 12 | 36 (54 h) | Not reported | G1 = 14.40 (5.92) G1 = 3.73 (3.49) G3 = 13.91 (5.52) G3 = 13.27 (5.58) | – |
Rao, M et al. 2017 [ ] India | Yoga-based, mindfulness relaxation | 5 | 150 | 4 | 20 (10 h) | Not reported | G1 = 5.63 (3.31) G1 = 3.10 (1.26) G2 = 4.86 (2.52) G2 = 5.9 (1.93) | – |
Nalgirkar SP et al. 2018 [ ] India | Yoga program | 3 | 180 | 12 | 36 (h) | Not reported | G1 = 15.16 (8.29) G1 = 12.75 (4.73) G2 = 9.91 (4.69) G2 = 10.08 (3.75) | – |
Of the 19 RCTs that were included in Table 1 , six RCTs included healthy participants [ 60 – 63 , 67 , 69 ], including nurses [ 67 ], teachers [ 69 ], and women in the menopausal transition period or postmenopausal period [ 60 – 63 ]. The other 13 RCTs included breast cancer patients undergoing treatment [ 55 , 57 – 59 ], breast cancer patients who had completed treatment [ 12 , 54 , 56 , 71 ], type 2 diabetes mellitus patients [ 68 ], fibromyalgia patients [ 64 ], knee osteoarthritis patients [ 66 ], restless leg syndrome patients [ 65 ], and patients experiencing dysfunctional uterine bleeding [ 70 ].
Overall, the 19 RCTs included were conducted in the United States [ 12 , 54 – 60 , 62 , 63 , 65 , 66 , 71 ], Brazil [ 61 , 64 ], India [ 69 , 70 ], Iran [ 68 ], and China [ 67 ]. Study participants were recruited from hospitals [ 54 , 55 , 57 , 58 , 67 , 68 , 70 , 71 ], outpatient clinics [ 59 , 61 ] and schools [ 69 ]. The process of recruitment also included using purchased lists and health-plan enrollment files [ 62 , 63 ] and multiple other mechanisms, including flyers, newspaper advertisements, web-based announcements, brochures, public health departments, tumor registry systems, and doctor referrals [ 12 , 56 , 60 , 65 , 66 ]. One study did not reveal the source from which participants were recruited [ 64 ]. Nineteen studies included in the systematic review displayed a baseline of PSQI higher than 5 or ISI higher than 8, indicating poor sleep quality or insomnia. The only exceptions were two studies, with individual control groups in each study displaying a baseline of PSQI lower than 5 [ 69 ] or ISI lower than 8 [ 71 ]. The sample size ranged from 20 to 249 with a median of 96. Participant’s mean age ranged from 29.8 to 71.9 years, with a median of 50.1 years. All participants were women.
Of the 19 included studies in Table Table1, 1 , three reported using Iyengar Yoga [ 12 , 60 , 65 ]; two reported using Hatha Yoga [ 56 , 66 ]; two reported using Tibetan Yoga [ 58 , 61 ]; two reported using Restorative Yoga [ 54 , 71 ]; one reported using Vini Yoga [ 63 ]; one reported using Yoga Relaxation with MindSound Resonance Technique [ 69 ]; one reported using yoga breathing exercise in warm water [ 64 ]; and only seven RCTs revealed yoga programs with postures, breathing, relaxation or mediation, without defining a specific style of yoga [ 55 , 57 , 59 , 62 , 67 , 68 , 70 ]. All RCTs included yoga postures in their yoga intervention; 16 RCTs included yoga breathing; 15 RCTs included yoga relaxation; 12 RCTs included meditation; and 7 RCTs included all contents with postures, breathing, relaxation, and meditation for the yoga intervention group [ 55 , 57 , 62 , 67 , 68 , 70 , 71 ]. The duration of yoga interventions ranged from 1 week to 24 weeks, with a median of 10 weeks; the frequency of yoga interventions ranged from one to five weekly sessions of 45 to 120 min. Sixteen studies compared the yoga group with waitlist control groups with no specific treatment; three studies compared the yoga group with the control group, including two studies for education groups [ 12 , 65 ] and one study for social support groups [ 59 ].
All studies evaluated outcomes directly at the end of interventions. All studies assessed the subjective or objective measurements of sleep quality: 16 RCTs used the PSQI; three RCTs used the ISI [ 61 , 62 , 71 ]; one RCT used PSG [ 61 ]; and two RCTs used actigraphy [ 58 , 63 ]. Safety-related events were reported in only two RCTs [ 56 , 62 ].
Risk of bias in individual assessments.
Graphical representation of the risk-of-bias assessment is represented in Fig. 2 . All studies had a high or unclear risk of bias in at least one domain. All studies claimed to be randomized; however, three studies did not reveal their content and method of random sequence [ 54 , 61 , 68 ]. Twelve studies did not report methods applied to perform adequate allocation [ 54 , 55 , 57 – 61 , 63 , 67 – 70 ]. Most studies offered no data material on blinding. Three studies clearly reported that participants and personnel were blinded [ 12 , 59 , 66 ]. Four studies clearly reported that researchers and outcome assessments were blinded [ 12 , 56 , 59 , 66 ]. Six studies had insufficient data on attrition rates [ 60 – 62 , 64 , 65 , 68 ]. Twelve studies had a low risk of selection reporting; only two studies had a high risk of selective reporting due to several reported outcome parameters not being revealed in study protocol or duplicate publications reporting different results of the same trial [ 61 , 62 ]. Six studies had a high risk of other potential sources of bias due to poor participant compliance, intervention length, sample size or baseline differences [ 60 , 64 – 66 , 70 , 71 ].
Risk of bias in individual studies. +, low risk of bias;?, unclear risk of bias; −, high risk of bias (a). Risk of bias for each criterion presented as percentages across all included studies (b)
The meta-analysis of the effect of yoga on the sleep quality of women that involved yoga groups compared with control groups included 16 studies. The asymmetrical shape of the funnel plot indicated that subjective publication bias was detected (Fig. 3 ). Objective publication bias was analyzed using Egger’s Regression Test. Egger’s Test consists of the regression between the accuracy of the studies and standardized effects, which are weighted by the inverse of variance. Borderline findings ( P = 0.05) show objective evidence on publication bias between precision and standardized effects of studies in the present study, specifically suggesting need for future studies to expound on the issue.
Funnel plot of estimate of publication bias in meta-analysis of the effects of yoga on women’s sleep quality compared to control groups (PSQI). SE: standard error; SMD: standardized mean difference
Primary outcomes.
The random effects model was applied to analyze the 19 RCTs outcomes by different sleep outcome measurement tools. The meta-analysis of combined data conducted with Comprehensive Meta-Analysis, showed a significant improvement in sleep problems (SMD = -0.327, 95% CI = − 0.506 to − 0.148, P < 0.001). However, significant heterogeneity existed among all the studies (Q = 43.152, I 2 = 58.287%, P = 0.001). Therefore, moderator and meta-regression analyses were conducted to further explore the determinants of the heterogeneity.
The meta-analysis revealed the effects of yoga compared with the control group on the sleep quality and insomnia of women using the PSQI or ISI, as displayed in Fig. 4 . Sixteen RCTs revealed evidence for effects of yoga compared with the control group in improving sleep quality in women using the PSQI (SMD = − 0.54; 95% CI = − 0.89 to − 0.19; P = 0.003). However, three RCTs revealed no effects of yoga compared with the control group in reducing the severity of insomnia in women using ISI (SMD = − 0.13; 95% CI = − 0.74 to 0.48; P = 0.69). Two RCTs revealed no effects of yoga compared with control group in improving sleep efficiency (SMD = 0.85; 95% CI = − 0.56 to 2.26; P = 0.26) or total sleep time (SMD = − 0.06; 95% CI = − 0.26 to 0.13; P = − 0.59) in women using actigraphy.
Forest plots for the effects of yoga on sleep quality in women versus control groups. a the global score of the Pittsburgh Sleep Quality Index (PSQI) b the global score of the Insomnia Severity Index (ISI). CI, confidence interval; IV, inverse variance; SD, standard deviation
Only two studies reported safety-related events. Two events revealed in one study could potentially be attributed to yoga intervention: two women reported the recurrence of chronic back and/or shoulder problems [ 56 ]. In another study, adverse events reported did not differ between the yoga intervention group and the control group ( P = 0.41). These adverse events included muscle aches and strains (6.7%, yoga group; 10.3%, control group), low back pain (4.2%, yoga group; 3.1%, control group), or changes in strength or sensation in arms and legs (5.5% yoga group; 8.9% control group). Dropouts were not regarded as being adverse events because they did not explicitly show a possible reason or explanation for dropout in the original study. No serious adverse effects were reported in the included studies.
Participants were divided into two separate subgroups. Meta-analyses revealed the effects of yoga compared with the control group for women with breast cancer in Fig. 5 . Seven RCTs revealed no evidence for the effect of yoga compared with the control group in improving sleep quality for women with breast cancer using the PSQI (SMD = − 0.15; 95% CI = − 0.31 to 0.01; P = 0.5). Four RCTs revealed no evidence for effects of yoga compared with the control group in improving sleep quality for women undergoing treatment for breast cancer (SMD = − 0.08; 95% CI = − 0.29 to 0.13; P = 0.45). Three RCTs revealed no evidence for positive effects of yoga in terms of improving sleep quality for women with breast cancer who had completed treatment compared with the control group (SMD = − 0.25; 95% CI = − 0.50 to 0.00; P = 0.05).
c Forest plots of the effects of yoga on the sleep quality of women with breast cancer (including women under treatment and women who had completed treatment) versus a control group using the global score of the Pittsburgh Sleep Quality Index (PSQI). CI, confidence interval; IV, inverse variance; SD, standard deviation
The meta-analysis showed evidence of the positive effects of yoga on sleep quality compared with control groups for peri/postmenopausal women as displayed in Fig. 6 . Four RCTs revealed no evidence for effects of yoga compared with control groups in improving sleep quality in peri/postmenopausal women using the PSQI (SMD = − 0.31; 95% CI = − 0.95 to 0.33; P = 0.34). Two RCTs revealed no evidence for effects of yoga compared with the control group in reducing severity of insomnia in peri/postmenopausal using ISI (SMD = − 0.29; 95% CI = − 1.23 to 0.65; P = 0.55).
Forest plots displaying the effects of yoga versus control groups on sleep quality in peri/postmenopausal women in ( d ) the global score of the Pittsburgh Sleep Quality Index (PSQI) ( e ) the global score of Insomnia Severity Index (ISI). CI, confidence interval; IV, inverse variance; SD, standard deviation
Moderator analyses and meta-regression are presented in Table 3 . Significant factors in observed heterogeneity were identified in yoga on sleep quality and insomnia in women with sleep problems. Studies that used PSQI as outcome measurement tool showed a greater reduction in sleep problems than other studies that used other instruments as outcome measurement tools ( Hedges ’ g = − 0.369 vs. 0.031, P = 0.002). Participants without breast cancer showed more improvement in sleep problems than participants with breast cancer ( Hedges ’ g = − 0.522 vs. -0.148, P = 0.001). Studies without peri/postmenopausal women showed more improvement in sleep problems than studies with peri/postmenopausal women ( Hedges ’ g = − 0.419 vs. -0.084, P = 0.003). Regression analyses revealed a positive correlation with total length of class hours ( p = 0.003), indicating that more total class hours, increased the chance to have significant results. Regression analyses revealed a negative correlation with mean age ( p = 0.003) and sample size ( p = 0.032) of study, indicating that the younger, and smaller sample sizes were more likely to have significant results.
Mean effect sizes and moderator analyses of yoga in women with sleep problems
Parameter | Results | Effect Size (Hedges’g) | 95%CI | |
---|---|---|---|---|
PSQI | 16 | - 0.369 | −0.559, − 0.178 | 0.002 |
Others | 3 | 0.031 | − 0.265, 0.328 | |
Breast cancer group | 8 | −0.148 | −0.304, 0.009 | 0.001 |
Non-breast cancer group | 11 | −0.522 | −0.821,-0.224 | |
Peri/postmenopausal | 6 | −0.084 | −0.269, 0.102 | 0.003 |
Others | 13 | −0.419 | −0.647,-0.191 | |
American | 13 | −0.123 | −0.240,-0.006 | < 0.001 |
Others | 6 | −0.844 | −1.114,-0.573 | |
High/ unclear risk | 3 | −0.578 | −1.272, 0.116 | 0.001 |
Low risk | 16 | −0.292 | −0.473,-0.111 | |
19 | 0.000,0.003 | 0.032 | ||
19 | −0.021,-0.004 | 0.003 | ||
19 | −0.03,0.087 | 0.20 | ||
17 | 0.008,0.035 | 0.003 |
* P value <0.05 indicated a significant difference
In the included studies with low risk of selection bias, reporting bias, and other bias, the effect of yoga group compared to control group on women sleep PSQI did not change substantially, including random sequence generation bias (SMD = − 0.45; 95% CI = − 0.84 to − 0.11; P = 0.01; heterogeneity: I 2 = 88%; χ 2 = 107.43, P < 0.00001), allocation concealment bias (SMD = − 0.77; 95% CI = − 1.37 to − 0.16; P = 0.01; heterogeneity: I 2 = 88%; χ 2 = 40.95, P < 0.00001), selective reporting bias (standard mean difference = − 0.59; 95% CI = − 1.10 to − 0.08; P = 0.02; heterogeneity: I 2 = 88%; χ 2 = 93.11, P < 0.00001) and other bias (standard mean difference = − 0.53; 95% CI = − 1.03 to − 0.04; P = 0.03; heterogeneity: I 2 = 86%; χ 2 = 44.03, P < 0.00001). The effect compared with the control group remained significant in terms of sensitivity analyses of performance bias, detection bias, or attrition bias after eliminating high risk bias or uncertain risk bias of the studies.
In this systematic review of 19 studies for yoga’s effect on improving women’s sleep quality and severity of insomnia, 19 RCTs revealed evidence for yoga improving sleep problems in women (SMD = − 0.327, 95% CI = − 0.506 to − 0.148, P < 0.001). As shown in Fig. 4 , 16 RCTs meta-analysis suggests yoga can bring 1.2 points improvement in PSQI score (SMD = − 0.54; 95% CI = − 0.89 to − 0.19; P = 0.003). However, seven RCTs revealed no evidence for yoga improving sleep quality in women with breast cancer (Fig. (Fig.5, 5 , SMD = − 0.15; 95% CI = − 0.31 to 0.01; P = 0.5). Four RCTs revealed no evidence for improving PSQI in peri/postmenopausal women (Fig. (Fig.6, 6 , SMD = − 0.31; 95% CI = − 0.95 to 0.33; P = 0.34). Two RCTs revealed no evidence for improving ISI in peri/postmenopausal women (Fig. (Fig.6, 6 , SMD = − 0.29; 95% CI = − 1.23 to 0.65; P = 0.55).
However, heterogeneity of effects were high across all studies. In Table 3 , our moderator analyses yielded statistically significant differences, the effect of yoga for improving sleep problems in non-breast cancer subgroup, non peri/postmenopausal subgroup are superior to breast cancer subgroup, peri/postmenopausal subgroup.
Overall, the application of yoga was not associated with worsening of sleep problems or increased adverse effects. Only two studies explicitly assessed safety-related nonserious adverse events. Yoga is most likely a comparatively safe intervention in this population. However, future RCTs should take more measures to ensure stricter reporting of adverse events and reasons for dropouts.
There was no systematic review available that explicitly focused on yoga for improving sleep quality and insomnia in a specific gender. Ours is the first systematic review and meta-analysis with 19 RCTs that to focus on the effects of yoga on women with sleep problems. A previous review published until February 2019 included subgroup analysis of yoga on mind-body therapies on insomnia [ 72 ]. This recent review illustrated that yoga had beneficial effects on subjective sleep quality in participants in all gender groups. Our meta-analysis with 16 RCTs uncovered evidence for the effects of yoga on the sleep quality in women. Only six RCTs were found to have overlapped with this previous review [ 58 , 61 , 62 , 65 – 67 ]. Our meta-analysis also examined the potential effect on specific subgroups, such as breast cancer and peri/postmenopausal subgroups, with these subgroups serving as potential factors in sleep quality effects (although the result did not show any clear difference). Significant subgroup differences were identified for the following participants types: (peri/postmenopausal vs. non peri/postmenopausal, breast cancer vs. non-breast cancer). Results from the peri/postmenopausal subgroup of women in our systematic review also agreed with previous published reports that suggested that yoga had no significant effect on the severity of insomnia in middle-aged women [ 73 ]. There were baseline differences between participants based on intervention assignment in PSQI scores [ 62 , 65 ]. This may have contributed to results displaying no significant effect in sleep quality in the peri/postmenopausal subgroup of women. Yoga seems to be effective for reducing total menopausal symptoms including psychological, somatic, vasomotor and in previous systematic review and meta-analysis [ 74 ], but there is no direct answer in the study focusing on reducing sleep problems. Future research should ensure more rigorous methodology and adequate sample size concerning the effects of yoga on quality of sleep improvement among the subgroup of peri/postmenopausal women.
Compared to yoga intervention, previous systematic reviews also indicate that programmed exercise improved sleep quality in middle-aged women [ 73 ]. However, these reviews are also limited to high heterogeneity of clinical evidence and failed to provide any specific suggestions for exercise dosages or formats. Additionally, other reviews included an overly wide range of nonpharmacological interventions ranging from walking [ 75 ], tai chi [ 76 ], qigong exercise [ 72 ] showing evidence of beneficial effect in improving self-rated sleep quality. However, despite this, heterogeneity remained high due to difference of interventions and target populations. Our meta-analysis conducted to further explore the determinants of the heterogeneity with subgroup analysis for categorical moderators and continuous moderators to find significant factors for observed heterogeneity.
Major threats to external validity included the specificity of variables of sampled participants and multiple yoga types or styles. The majority of RCTs included participants from North America, South America, and Asia; lacking studies from Europe and Africa. It might not be as universally transferable to other areas.
There were several other limitations in this review: the wide variety of diagnoses included; the inclusion of only certain types of people or professions, such as nurses, teachers, and peri/postmenopausal women; and patients with breast cancer, type 2 diabetes mellitus, fibromyalgia syndrome, osteoarthritis of the knee, restless leg syndrome, and primary dysfunctional uterine bleeding. The heterogeneity of interventions with different types or styles of yoga (postures, breathing, relaxation, or mediation), and potential bias were included in this systematic review.
Other threat to internal validity was study bias. Only few effects were robust against all potential bias. All of our studies claimed to have applied randomization methods; however, three RCTs failed to provide the design protocol of randomization. Some of the included studies may not have been truly randomized. Erroneous allocation concealment has been empirically revealed to be a significant source of bias in RCTs [ 77 ]. Our included studies only had a low risk or an unclear risk of detection bias without high risk detection bias. The results of meta-analysis did no changed when studies excluded high risk or unclear risk reviews on selection bias or reporting bias. The internal validity of the review appeared to be limited but acceptable.
This is the first and latest systematic review and meta-analysis available on yoga for sleep quality and insomnia in women. A large number of RCTs on female population-related physiological and physiological comorbidities and risk factors in insomnia were included. There were five primary limitations of this review. First, subjective publication bias revealed in this review may have been due to selective reporting bias, which means that articles with negative findings may have not been published or poor methodological quality of including articles. We have applied Egger’s Test for objective publication bias in our review. Second, the participant characteristics included in the review were heterogeneous; subgroups were included to analyze the effectiveness of different participant groups; and the small number of RCTs limited data presentation. Third, the severity of the sleep complaints and health status of participants was not considered or individually listed in each study. Baseline differences in PSQI scores were found between intervention and control groups in three studies [ 56 , 62 , 65 ]. This may have led to heterogeneity. The fourth limitation was the intensity, frequency, and duration of yoga interventions were heterogeneous; short term applications of less than 1 month yoga intervention were found in some studies [ 58 , 64 , 69 ]. Only four reviews reported long-term follow up effects, ranging from 3 months to 12 months [ 55 – 58 ]. Lastly, lack of safety issue evaluation including serious adverse events or nonserious events in each study.
This systematic review and meta-analysis was limited by the low methodological quality of included studies. Further RCTs should ensure rigorous methodology and reporting, which would mean adequate sample size, adequate randomization, allocation concealment, intention-to-treat analysis, and blinding of at least outcome assessors [ 78 ]. Researchers for study interventions may need to apply a standard protocol. Adequate reporting of safety issues with yoga intervention should be discussed in future randomized controlled trials. Evidence was limited because few studies report safety-related adverse effects. Most of the included studies failed to report this aspect.
This systematic review and meta-analysis demonstrated that yoga intervention in women has benefits compared to non-active control conditions in term of managing sleep problems. The moderator analyses suggested that participants in the non-breast cancer subgroup or participants in the non-peri/postmenopausal subgroup were associated with greater benefits, with the longer total length of class time, the more beneficial these practices were.
Not applicable.
AEs | Adverse events |
BMI | Body max index |
CI | Confidence interval |
DSM4 | Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition criteria |
DUB | Dysfunctional uterine dysfunction |
ECOG-PS | Eastern Cooperative Oncology Group Performance Status |
FSH | Follicle-stimulating hormone |
G1 | Group 1 |
G2 | Group 2 |
G3 | Group 3 |
ISI | Insomnia Severity Index |
IV | Inverse variance |
LH | Luteinizing hormones |
MD | Mean differences |
OA | Osteoarthritis |
OL | Onset latency |
PRISMA | Preferred reporting items for systematic reviews and meta- analyses |
PSQI | Pittsburgh Sleep Quality Index |
RCT | Randomized controlled trial |
SD | Standard deviation |
SE | Sleep efficiency |
SE | Standard error |
SMD | Standardized mean differences |
SWS | Slow- wave sleep |
TST | Total sleep time |
WASO | Wake time after sleep onset |
XRT | Radiotherapy treatment |
WLW, KHC, YCP, SNY and YYC designed the study. WLW conducted the literature searches. Selection of studies and data extraction: KHC and YCP. Disagreements were resolved by discussion or arbitration by YCP and SNY. Statistical analysis: WLW, KHC, YCP, SNY and YYC. FC drafted the manuscript. WLW, KHC, YCP, SNY and YYC critically revised the manuscript and approved the final version.
The authors thank to the editor’s valuable suggestion. This work was supported by the Taoyuan Armed Forces General Hospital (AFTYGH-10831 and TYAFGH-D-109026). The funder had no involvement in the design of this study and will not have any role during its execution, analyses or interpretation of data, writing the manuscript, and decision to submit the manuscript for publication.
Ethics approval and consent to participate, consent for publication, competing interests.
The authors declare that they have no competing interests.
Publisher’s Note
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