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. 2022 Feb 25;29(4):1203–1235. doi: 10.1002/cpp.2726

TABLE 5.

Details of analyses used and statistics produced in included studies which examined the therapeutic alliance as a predictor of prospective suicidal experiences during and post‐therapy

Therapeutic alliance as a predictor of prospective suicidal experiences during and post‐therapy
Study number and reference Therapeutic alliance in relation to suicidal ideation post‐therapy Therapeutic alliance as a predictor of prospective suicidal behaviour (e.g. suicide attempts and self‐harm) during and post‐therapy Therapeutic alliance during psychotherapy in relation to predicting prospective changes in suicidal ideation over time Therapeutic alliance during psychotherapy in relation to predicting change in suicidal behaviour (e.g. suicide attempts) over time
1. Shearin and Linehan (1992) N/A N/A N/A

Time series

Client

χ2(8) = 25.68, p < .001

Therapist

χ2(8) = 17.26, p < .05

2. Turner (2000)

Canonical correlation

Alliance:

Canonical coefficient = .628

Intervention:

Canonical coefficient = .631

Therapy cessation suicidal ideation:

Canonical coefficient = .84

Canonical correlation

Therapy cessation suicide attempts and self‐harm (composite measure)

Canonical coefficient = .80

N/A N/A
3. Goldman and Gregory (2009) N/A

Predictive correlation

r = .36, p = .552

N/A N/A
4. Hirsh et al. (2012) N/A N/A N/A

Multilevel modelling

Client

b = −.01, SE = .01, t/chi‐square = 2.92

Reduction in suicide attempts

b = −.05, SE = .02, t = 10.09, p < .05

5. Bryan et al. (2012) N/A N/A

Repeated measures mixed linear Regression

Client

B = .045, SE = .117, p = .702

N/A
6. Perry et al. (2013) N/A N/A

Simple linear regression

Interactions

r s = −.45, n = 28, p = .02

Client

r s = −.18, n = 28, p = .38

Therapist

r s = −.24, n = 28, p = .24

N/A
8. Bedics et al. (2015) N/A N/A N/A

Hierarchical linear modelling

Client

Changes in alliance

b = −.12, SE = .10, z = −1.14, p = .26

Working capacity

Suicide‐focused therapy

b = −.35, SE = .16, z = −2.39, p < .02

Therapy without focus on suicide prevention

b = .02, SE = .13, z = .17, p = .87

Therapist

Overall alliance across both therapies

b = −.31, SE = .10, z = −3.13, p < .005

Suicide‐focused therapy

Overall alliance

b = −.34, SE = .14, z = −2.38, p < .02

Client commitment

b = −.28, SE = .11, z = −2.56, p < .02

Client working capacity

b = −.26, SE = .12, z = −2.26, p < .03

Therapy without focus on suicide prevention

Understanding and involvement

b = −.43, SE = .14, z = −3.00, p < .003

Overall alliance

b = −.27, SE = .14, z = −1.93, p = .05

9. Gysin‐Maillart et al. (2016)

Linear regression

Client

12‐month follow‐up:

t57 = −3.02, p = .004; coefficient: −.26, R2 = .18

24‐month follow‐up:

t57 = −3.11, p = .003; coefficient: −.21, R2 = .30

N/A N/A N/A
10. Gysin‐Maillart et al. (2017)

Stepwise multiple linear regression

Client

β = −.334, R2 = .386, p = .004

N/A N/A N/A
11. Plöderl et al. (2017) N/A N/A

Spearman's correlation (change score calculated as difference pre and post)

Client

r = .05, p = .23

N/A
15. Johnson et al. (2019) N/A N/A

Structural equation modelling

Client

IRR = 1.04, p = .001

N/A
16. Ryberg et al. (2019) N/A N/A

Mixed effects linear regression

Overall alliance

6‐month follow‐up:

β = .38, N = 78, p = .039

Client–therapist bond

6‐month follow‐up

β = .1.47, N = 78, p = .003

12‐month follow‐up

β = 1.10, N = 78, p = .029

N/A
18. Huggett et al. (2021)

Pearson's correlation

Client

r(58) = −.22, p = .087, 99% CI [−.51, .11]

Therapist

r(58) = −.22, p = .087, 99% CI [−.51, .11]

Multiple hierarchical linear regression

Client

Model 1: β = −.33, t(56) = −2.66, p = .010, 95% CI [−2.64, −.37]

R2 = .110, p = .010 for Step 1

Model 2: β = −.28, t(55) = −2.51, p = .015, 95% CI [−2.29, −.26]

R2 = .231, p = .001 for Step 1; ΔR2 = .078, p = .015 for Step 2

Model 3: β = −.27, t(53) = −2.34, p = .023, 95% CI [−2.23, −.18]

R2 = .231, p = .001 for Step 1; ∆R2 = .037, p = .261 for Step 2; ∆R2 = .068,

p = .023 for Step 3. WAI‐SR

Moderated linear regression

Client

Interaction effect: b = .003, t(54) = 1.85, p = .07

Total number of minutes spent in therapy

Short: b = −2.07, 95% CI [−3.40, −.74], t = −3.12, p = .003

Mean: b = − 1.14, 95% CI [−2.18, −.11], t = −2.20, p = .032

Long: = − .21, 95% CI [−1.76, 1.34], t = −.59, p = .560

Independent samples t‐test

Client

t(55) = −.72, p = .463, 99% CI [−9.62, 6.64]

Therapist

t(56) = .63, p = .529, 99% CI [−4.68, 6.36]

N/A N/A
19. Ibrahim et al. (2021)

Hierarchical linear models

Interaction between therapy adherence and client alliance in relation to suicidal ideation

t (329) = −2.72, p < .01

∆R2 = .02, ∆F (3, 329) = 2.80, p = .04

N/A N/A N/A