Hyperarousal and Sleep Quality Following Trauma‐Focused Treatment: A Causal Inference Analysis

Comorbid sleep difficulties and posttraumatic stress disorder are common amongst military service members and veterans. Additionally, poor sleep quality following trauma-focused treatment has been linked to posttreatment hyperarousal, a core symptom of posttraumatic stress disorder. However, causal relationships between the two remain unknown. We conducted a hypothetical randomised control trial based on the Rubin Causal Model following Bind and Rubin's four-step method. Participants included 747 veterans and servicemembers that participated in an intensive outpatient programme for posttraumatic stress disorder and related conditions, who were matched into two hypothetical treatment groups where both groups were clinically and demographically similar except for their posttreatment hyperarousal levels. We used Student's test statistics (t) and estimated regression coefficients ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> ) as test statistics to assess whether posttreatment hyperarousal was related to poor posttreatment sleep quality. The final matched sample included 244 total participants. Results showed that following trauma-focused treatment, veterans with high hyperarousal had poorer global sleep quality ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 1.97, Fisher p < 0.001), a shorter sleep duration ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 0.36, Fisher p≈0.001), increased sleep disturbance ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 0.28, Fisher p < 0.001) and increased daytime dysfunction ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 0.10, Fisher p≈0.047) in comparison to veterans with low posttreatment hyperarousal. These findings further suggested a relationship between post-trauma-focused treatment hyperarousal and poor sleep quality. Further research is needed to investigate post-trauma-focused treatment psychological health in relation to sleep quality.

Authors

Institutions

Publication Details

Journal
Journal of Sleep Research
Published
2025-11-14
DOI
https://doi.org/10.1111/jsr.70243
Primary Topic
Sleep and related disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Hyperarousal and Sleep Quality Following Trauma‐Focused Treatment: A Causal Inference Analysis

Daniel Epstein, Mu‐Yin Chang, Marie‐Abèle Bind, Kaloyan S. Tanev et al.
Journal of Sleep Research
Sleep and related disorders
article

Hyperarousal and Sleep Quality Following Trauma‐Focused Treatment: A Causal Inference Analysis

Daniel Epstein, Mu‐Yin Chang, Marie‐Abèle Bind, Kaloyan S. Tanev, Camille Ianne Marquez, Emily J. Lubin, Molly H. Nadel
article en

Abstract

Comorbid sleep difficulties and posttraumatic stress disorder are common amongst military service members and veterans. Additionally, poor sleep quality following trauma-focused treatment has been linked to posttreatment hyperarousal, a core symptom of posttraumatic stress disorder. However, causal relationships between the two remain unknown. We conducted a hypothetical randomised control trial based on the Rubin Causal Model following Bind and Rubin's four-step method. Participants included 747 veterans and servicemembers that participated in an intensive outpatient programme for posttraumatic stress disorder and related conditions, who were matched into two hypothetical treatment groups where both groups were clinically and demographically similar except for their posttreatment hyperarousal levels. We used Student's test statistics (t) and estimated regression coefficients ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> ) as test statistics to assess whether posttreatment hyperarousal was related to poor posttreatment sleep quality. The final matched sample included 244 total participants. Results showed that following trauma-focused treatment, veterans with high hyperarousal had poorer global sleep quality ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 1.97, Fisher p < 0.001), a shorter sleep duration ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 0.36, Fisher p≈0.001), increased sleep disturbance ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 0.28, Fisher p < 0.001) and increased daytime dysfunction ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics> <mml:mrow><mml:mover><mml:mi>β</mml:mi> <mml:mo>̂</mml:mo></mml:mover> </mml:mrow> <mml:annotation>$$ \hat{\beta} $$</mml:annotation></mml:semantics> </mml:math> = 0.10, Fisher p≈0.047) in comparison to veterans with low posttreatment hyperarousal. These findings further suggested a relationship between post-trauma-focused treatment hyperarousal and poor sleep quality. Further research is needed to investigate post-trauma-focused treatment psychological health in relation to sleep quality.

Journal of Sleep Research
Harvard University (US), American University (US), Providence College (US), University of Washington (US), Butler Hospital (US), Fairleigh Dickinson University (US), Massachusetts General Hospital (US), Auburn University (US)
Openalex Percentile: Top 63%
Sleep and related disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.