Skip to main content

Table 2 Characteristics of included studies

From: Effectiveness of non-pharmacological interventions on pregnancy rates in infertile individuals undergoing IVF/ICSI: a systematic review and network meta-analysis

First author, year

Region

Participants (n)

I: intervention

C: control

(final analysis)

RM

Blinding

AC

Intervention type

Comparison

No. of centers

Frequency and duration

Intervention completion rate (%)

Outcomes of interest

Results

Chen, 2018 [12]

Asia

I: 90 (86)

C: 90 (90)

NR

NR

Sealed opaque envelopes

Cognitive Behavioural Therapy

TAU

Single center

Couples:

100 min/session

1 session/week

3–4 weeks

Group:

90 min/session

1 session/week

3–4 weeks

96

Pregnancy rates at 5 weeks

48.9% in control group and 64% in intervention group (p = 0.044)

Yang et al., 2015 [13]

Asia

I: 102 (102)

C: 98 (98)

NR

NR

Random numbers table

Electroacup-uncture

TAU

Single center

30 min/session

5–6 sessions/week

Until the day of oocytes retrieval

100

Numbers of retrieved oocytes

Fertilization rate

Cleavage rate

High quality embryo rate

Clinical pregnancy tare

OHSS incidence rate

Cycle cancellation rate

Early abortion rate

SCF in the serum and follicular fluid

Days and dosages of Gn administration

Clinical pregnancy rate and SCF in the serum and follicular fluid significantly higher in intervention group (p < 0.05)

Days and dosages of Gn administration significantly lower in intervention group (p < 0.05)

Shen et al., 2022 [14]

Asia

I: 34 (32)

C: 34 (33)

Random numbers table

Single (Investi-gators and data analysts)

Sealed opaque envelopes

Electroacup-uncture

TAU

Single center

60 min/session

3 sessions/week

3 months

96

Endometrial thickness and growth

HCG positive rate

Clinical pregnancy rate

Embryo implantation rate

Live-birth rate

The proportion of type A endometrium on the embryo transfer day was higher in intervention group (p < 0.01)

HCG positive rate, clinical pregnancy rate, embryo implantation rate, and live-birth rate significantly higher in intervention group (p < 0.01)

Hong et al., 2015 [15]

Asia

I: 53 (50)

C: 56 (54)

NR

NR

No

Electroacup-uncture

TAU

Single center

30 min/session

1 session/day

From the day of Gn administration to the embryo transfer day

95

Cycle cancellation rate

OHSS incidence rate

Numbers of retrieved oocytes

Fertilization rate

High quality embryo rate

Clinical pregnancy rate

Abortion rate

Cycle cancellation rate and OHSS incidence rate significantly lower in intervention group (p < 0.05)

Zhong et al., 2023 [16]

Asia

I: 48 (46)

C: 48 (48)

NR

NR

Random numbers table

Electroacup-uncture

TAU

Single center

20 min/session

2–3 sessions/week

12 weeks

98

AFC

Number of MII oocytes

Number of high quality embryos

HCG positive rate

Clinical pregnancy rate

AFC, number of MII oocytes, number of high quality embryos, and HCG positive rate significantly higher in international group (p < 0.05)

Hong et al., 2014 [17]

Asia

I: 53 (50)

C: 56 (54)

NR

NR

No

Electroacup-uncture

TAU

Single center

30 min/session

From the day of Gn administration to the embryo transfer day

95

Serum E2 levels during stimulation

Cycle cancellation rate

OHSS incidence rate

Numbers of retrieved oocytes

Fertilization rate

High quality embryo rate

Clinical pregnancy rate

Abortion rate

Serum E2 followed similar curves in both groups

Serum E2 levels on the day of OPU and ET, cycle cancellation rate, and OHSS incidence rate significantly lower in intervention group (p < 0.05)

Mei et al., 2023 [18]

Asia

I: 54 (54)

C: 54 (54)

No

NR

Random numbers table

Self-weight management

TAU

Single center

NR

100

Days and dosages of Gn administration

Numbers of retrieved oocytes

Fertilization rate

High quality embryo rate

Embryo implantation rate

Clinical pregnancy rate

Days and dosages of Gn administration significantly lower in intervention group (p < 0.05)

Numbers of retrieved oocytes, fertilization rate, high quality embryo rate, embryo implantation rate, and clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Hong et al., 2014 [19]

Asia

I: 150 (150)

C: 150 (150)

Method NR

NR

Random numbers table

Emotional management

TAU

Single center

NR

100

Clinical pregnancy rate

Abortion rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Abortion rate significantly lower in intervention group (p < 0.05)

Zheng et al., 2012 [20]

Asia

I: 50 (50)

C: 50 (50)

NR

NR

No

Information support

TAU

Single center

NR

100

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Chen et al., 2020 [21]

Asia

I: 39 (39)

C: 39 (39)

NR

NR

Random numbers table

IKAP model-based health education

TAU

Single center

 ≥ 60 min/session

 ≥ 2 sessions/week

100

Days and dosages of Gn administration

Numbers of retrieved oocytes

Fertilization rate

Cleavage rate

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Shi et al., 2021 [22]

Asia

I: 70 (70)

C: 70 (70)

NR

NR

No

Internet + health education

TAU

Single center

1 session/week

6 weeks

100

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Xia et al., 2020 [23]

Asia

I: 40 (40)

C: 40 (40)

Method NR

NR

NR

Wechat-based health education

TAU

Single center

6 months

100

High quality embryo rate

Clinical pregnancy rate

Live-birth rate

High quality embryo rate, clinical pregnancy rate, and live-birth rate significantly higher in intervention group (p < 0.05)

Xu et al., 2020 [24]

Asia

I: 43 (43)

C: 43 (43)

NR

NR

Random numbers table

Solution-

focused brief therapy

TAU

Single center

30–50 min/session

 ≥ 4 sessions

100

Numbers of retrieved oocytes

High quality embryo rate

Numbers of embryos

Biochemical pregnancy rate

Clinical pregnancy rate

Abortion rate

Abortion rate significantly higher in intervention group (p < 0.05)

Liu et al., 2023 [25]

Asia

I: 43 (43)

C: 43 (43)

NR

NR

Method NR

Staged health education

TAU

Single center

NR

100

Numbers of embryos

High quality embryo rate

Cycle cancellation rate

Clinical pregnancy rate

Early abortion rate

No significant difference between two groups (p > 0.05)

Zhu, 2012 [26]

Asia

I: 30 (27)

C: 30 (24)

NR

NR

Method NR

Transcutanc-lus electrical- acupoint stimulation

TAU

Single center

30 min/session

85

Fertilization rate

Cleavage rate

High quality embryo rate

Cycle cancellation rate

Embryo implantation rate

Clinical pregnancy rate

Embryo implantation rate, clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Xie, 2023 [27]

Asia

I: 56 (52)

C: 56 (53)

No

NR

No

Solution-focused brief therapy

TAU

Single center

30 min/session

5 sessions

94

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Liao et al., 2022 [28]

Asia

I: 63 (60)

C: 63 (61)

NR

NR

Random numbers table

Mandala painting therapy

TAU

Single center

30 min/session

5 sessions/week

4 weeks

96

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Zhou, 2015 [29]

Asia

I: 40 (31)

C: 40 (28)

NR

NR

Method NR

Pelvic floor muscle massage

TAU

Single center

NR

74

Numbers of retrieved oocytes

Numbers of high quality embryos

Fertilization rate

Cleavage rate

Embryo implantation rate

Cycle cancellation rate

Biochemical pregnancy rate

Clinical pregnancy rate

Numbers of retrieved oocytes, numbers of high quality embryos, clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Ma et al., 2022 [30]

Asia

I: 105 (97)

C: 102 (97)

No

NR

Random numbers table

Situational experiential health education

TAU

Single center

30 min/session

94

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Zhou, 2023 [31]

Asia

I: 67 (66)

C: 67 (64)

NR

NR

No

Emotional freedom techniques

TAU

Single center

10–15 min/session

2 sessions/day

97

Numbers of retrieved oocytes

Fertilization rate

Cleavage rate

High quality embryo rate

Clinical pregnancy rate

Delivery outcome

High quality embryo rate significantly higher in intervention group (p < 0.05)

Wang et al., 2005 [32]

Asia

I: 188 (188)

C: 162 (162)

NR

NR

No

Music therapy

TAU

Single center

NR

100

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Zhang et al., 2020 [33]

Asia

I: 45 (45)

C: 45 (45)

NR

NR

Random numbers table

Whole- process digital health education

TAU

Single center

NR

100

Numbers of retrieved oocytes

High quality embryo rate

Embryo implantation rate

Clinical pregnancy rate

High quality embryo rate, embryo implantation rate, clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Wang et al., 2019 [34]

Asia

I: 99 (99)

C: 99 (97)

NR

NR

Method NR

Cognitive Behavioural Therapy

TAU

Single center

30–45 min/session

1 session/week

4 weeks

99

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Li et al., 2012 [35]

Asia

I: 35 (35)

C: 128 (128)

NR

NR

NR

Cognitive Behavioural Therapy

TAU

Single center

NR

100

Fertilization rate

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Zhu et al., 2010 [36]

Asia

I: 50 (42)

C: 50 (47)

NR

NR

Random numbers table

Group psychothera-py

TAU

Single center

90–120 min/session

2 sessions/week

6 sessions

89

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Zhu et al., 2023 [37]

Asia

I: 85 (79)

C: 85 (78)

No

NR

No

WeChat node health education

TAU

Single center

NR

92

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Wang et al., 2016 [38]

Asia

I: 30 (30)

C: 30 (30)

NR

NR

Random numbers table

Warm acupuncture

TAU

Single center

30 min/session

100

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Dong et al., 2018 [39]

Asia

I: 50 (47)

C: 50 (46)

No

NR

Method NR

Music therapy

TAU

Single center

30 min/session

2 sessions/week

93

Numbers of embryos

High quality embryo rate

Clinical pregnancy rate

High quality embryo rate, and clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Geng et al., 2018 [40]

Asia

I: 43 (43)

C: 43 (43)

NR

NR

NR

Psychologic-al intervention

TAU

Single center

NR

100

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Zhang, 2018 [41]

Asia

I: 40 (40)

C: 40 (40)

No

No

No

Psychologic-al counseling

TAU

Single center

5–8 sessions

100

Biochemical pregnancy rate

Clinical pregnancy rate

Biochemical pregnancy rate significantly lower in intervention group (p < 0.05)

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Lars et al., 2006 [42]

Europe

I: 100 (95)

C: 100 (87)

NR

NR

Sealed opaque envelopes

Acupuncture

TAU

Single center

25 min/session

2 sessions

91

Positive pregnancy test

Clinical pregnancy

Early pregnancy loss

Ongoing pregnancy/delivery

Implantation rate

Positive pregnancy test, clinical pregnancy, and ongoing pregnancy/ delivery significantly higher in intervention group (p < 0.05)

Purcell et al., 2007 [43]

North America

I: 82 (82)

C: 82 (82)

NR

NR

Sealed opaque envelopes

Bed rest after embryo transfer

TAU

Single center

30 min/session

100

Clinical pregnancy rate

Ongoing pregnancy rate

No significant difference between two groups (p > 0.05)

Halpern et al., 2023 [5]

South America

I: 327 (222)

C: 109 (74)

NR

NR

Method NR

Beetroot, watermelon and ginger juice supplementa-tion

TAU

Single center

From the day of embryo transfer until the day of pregnancy test

68

Implantation rate

Pregnancy rate

Miscarriage rate

Implantation rate and clinical pregnancy rate were significantly higher in the Supplementation compared to the Control group (p < 0.05)

Gorayeb et al., 2012 [44]

South America

I: 161 (93)

C: 124 (95)

NR

NR

Method NR

Brief cognitive behavioral intervention

TAU

Single center

NR

66

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Zhang et al., 2023 [45]

Asia

I: 65 (65)

C: 65 (65)

NR

NR

Random numbers table

Comprehens-ive nursing intervention

TAU

Single center

NR

100

Blastocyst rate

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Aba et al., 2017 [6]

Asia

I: 100 (89)

C: 100 (97)

NR

Single (Research objects)

Computer-

generated random numbers

Music therapy

TAU

Single center

28 min/session

2 sessions

93

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Guven et al., 2020 [46]

Asia

I: 38 (36)

C: 38 (36)

NR

NR

Method NR

Acupuncture

TAU

Single center

30 min/session

3 sessions

95

Beta HCG positivity rate

Clinical pregnancy rate

Ongoing pregnancy rate

Live birth rate

Beta HCG positivity rate, clinical pregnancy rate, ongoing pregnancy rate, and live birth rate significantly higher in intervention group (p < 0.05)

Chan et al., 2006 [47]

Asia

I: 101 (65)

C: 126 (108)

NR

NR

Drawing lots

The Eastern Body-Mind-Spirit intervention

TAU

Single center

180 min/session

4 sessions/week

16 sessions

76

Pregnancy rate

Implantation rate

Multiple pregnancy rate

No significant difference between two groups (p > 0.05)

Wu et al., 2022 [48]

Asia

I: 43 (40)

C: 44 (43)

NR

Single (Outcome assessors, statisticians)

Method NR

Acupuncture

TAU

Single center

30 min/session

95

Days and dosages of Gn administration

Clinical pregnancy rate

Live birth rate

Days and dosages of Gn administration significantly lower in intervention group (p < 0.05)

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Domar et al., 2015 [7]

North America

I: 89 (87)

C: 77 (71)

Method NR

Single (Outcome assessors)

Random numbers table

Cognitive coping and relaxation intervention

TAU

Single center

NR

95

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Paulus et al., 2002 [49]

Europe

I: 80 (80)

C: 80 (80)

NR

NR

Computer-

generated random numbers

Acupuncture

TAU

Single center

25 min/session

2 sessions

100

Clinical pregnancy rate

Clinical pregnancy rate significantly higher in intervention group (p < 0.05)

Rasoulzadeh Bidgoli et al., 2020 [50]

Asia

I: 40 (29)

C: 40 (31)

NR

No

Flip a coin

Collaborativ-e infertility counseling

TAU

Single center

60 min/session

5 sessions

75

Clinical pregnancy rate

No significant difference between two groups (p > 0.05)

Ockhuijsen et al., 2014 [51]

Europe

I: 127 (92)

C: 124 (90)

NR

NR

Random numbers table

Positive reappraisal coping intervention

TAU

Single center

2 sessions

73

Clinical pregnancy rate

Clinical pregnancy with heartbeat

No significant difference between two groups (p > 0.05)

  1. RM randomisation method, AC allocation concealment, NR not reported, Gn gonadotropin, SCF stem cell factor, OPU oocyte pick-up, ET embryo transplantation, AFC antral follicle count, TAU treatment as usual, IKAP information-knowledge-belief-behavioral