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. Author manuscript; available in PMC: 2022 Aug 5.
Published in final edited form as: Proc Int Conf Autom Face Gesture Recognit. 2022 Jan 12;2021:10.1109/fg52635.2021.9667021. doi: 10.1109/fg52635.2021.9667021

TABLE IV.

Therapist Ratings — Population-level effects from inferential models of working alliance ratings

Client Behavior Therapist Behavior
Median 89% HDI Sig. Median 89% HDI Sig.
Overall Scale Head Nods (#) −1.04 [−2.72, 1.73] 0.85 [0.87, 4.18]
Head Shakes (#) −2.33 [−4.79, −0.79] −1.25 [−3.20, 0.10] ⋆⋆
Turn Length (s) 0.07 [−0.03, 0.17] −0.07 [−0.24, 0.11]
Wait Time (s) −0.02 [−0.07, 0.03] −0.02 [−0.07, 0.03]
Listening Nods (%) −0.82 [−2.51, 0.84] 2.13 [0.87, 3.36] ⋆⋆
Listening Shakes (%) −1.36 [−3.13, 0.43] −0.87 [−1.93, 0.17]
Goal Subscale Head Nods (#) 0.76 [−3.76, 3.30] 1.94 [0.10, 4.54]
Head Shakes (#) −0.21 [−4.02, 0.15] 0.70 [−2.35, −0.99]
Turn Length (s) 0.14 [0.02, 0.26] 0.01 [−0.20, 0.24]
Wait Time (s) −0.06 [−0.12, 0.01] −0.06 [−0.12, 0.01]
Listening Nods (%) −0.33 [−2.41, 1.82] 2.67 [1.11, 4.18] ⋆⋆
Listening Shakes (%) −0.93 [−3.17, 1.30] −0.54 [−1.87, 0.80]
Task Subscale Head Nods (#) −1.39 [−2.60, 1.03] 1.76 [0.30, 4.53]
Head Shakes (#) −4.14 [−6.64, −1.10] −3.73 [−3.51, −1.02] ⋆⋆
Turn Length (s) 0.15 [0.03, 0.27] −0.01 [−0.24, 0.21]
Wait Time (s) −0.05 [−0.12, 0.01] −0.06 [−0.12, 0.01]
Listening Nods (%) 0.02 [−2.17, 2.21] 2.97 [1.36, 4.54] ⋆⋆
Listening Shakes (%) −1.17 [−3.47, 1.22] −0.96 [−2.36, 0.37]
Bond Subscale Head Nods (#) −2.15 [−3.05, 1.10] 0.27 [−0.95, 2.78]
Head Shakes (#) −1.08 [−4.32, 0.99] −0.72 [−1.83, −1.73] ⋆⋆
Turn Length (s) −0.07 [−0.15, 0.02] −0.21 [−0.35, −0.07] ⋆⋆
Wait Time (s) 0.04 [0.01, 0.08] 0.05 [0.01, 0.09]
Listening Nods (%) −2.24 [−3.43, −1.06] ⋆⋆ 0.81 [−0.37, 1.93]
Listening Shakes (%) −1.92 [−3.38, −0.52] −1.16 [−1.94, −0.36]

HDI = highest density interval, Sig. = significance,

pd > 95%,

⋆⋆

pd > 99%.