Evidence map›Paper›PMID 40580066›Full record

ArticleSleep2025

Sleep-wake dynamics in veteran-service dog dyads: an exploration of overnight concordance.

Sarah C Leighton, Kerri E Rodriguez, Clare L Jensen, Evan L MacLean, Joshua J Baus, Erin L Ashbeck, Elizabeth A Brown, Matthias R Mehl, Daniel J Taylor, Kristy van Marle and 3 more

Abstract read
In one paragraph

Article in Sleep, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Sarah C LeightonCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.ORCID 0000-0001-8441-0047
Kerri E RodriguezCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.
Clare L JensenCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.
Evan L MacLeanCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.
Joshua J BausComputer Science Department, College of Science, University of Arizona, 1040 4th St, Tucson, AZ, 85721, United States.
Erin L AshbeckStatistics Consulting Lab, The BIO5 Institute, University of Arizona, 1657 E Helen St, Tucson, AZ, 85721, United States.
Elizabeth A BrownCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.
Matthias R MehlPsychology Department, College of Science, University of Arizona, 1503 E. University Blvd., Tucson, AZ, 85721, United States.
Daniel J TaylorPsychology Department, College of Science, University of Arizona, 1503 E. University Blvd., Tucson, AZ, 85721, United States.ORCID 0000-0003-3433-2516
Kristy van MarleCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.
A J SchwichtenbergDepartment of Human Development and Family Science, College of Health and Human Sciences, Purdue University, 1202 Mitch Daniels Blvd., West Lafayette, IN, 47907, United States.ORCID 0000-0002-8920-6798
Edward J BedrickDepartment of Epidemiology & Biostatistics, College of Public Health, 1295 N Martin Ave, University of Arizona, Tucson, AZ, 85724, United States.
Marguerite E O'HaireCollege of Veterinary Medicine, University of Arizona, 1580 E Hanley Blvd, Oro Valley, AZ, 85737, United States.

Funding

Quantifying the efficacy and role of service dogs for military veterans with PTSD and their spousesR21HD091896 · NICHD · PURDUE UNIVERSITY · PI O'HAIRE, MARGUERITE ELIZABETH · 2017 to 2018
$415k
Arizona Psychological FoundationEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentNICHD NIH HHS R21 HD091896NIH HHS R21HD091896University of Arizona One Health Research Initiative
6 · The paper itself

Abstract

STUDY

objectivesSleep disturbances are well-documented for veterans with posttraumatic stress disorder. Increasingly, veterans are turning to service dogs for assistance. Service dogs may positively influence veteran sleep. However, there is a need for research that considers bidirectional sleep interactions at the dyad level. Our objective was to investigate overnight sleep-wake dynamics in veteran-service dog dyads.

methodsFifty-six veteran-service dog dyads contributed data for analysis. Standardized questionnaires were captured at baseline (veteran well-being, prior to service dog partnering) and at 3-month follow-up (dyad bond and well-being). Fourteen days of actigraphy (1 min epochs) and ecological momentary assessment (twice daily) were collected at follow-up. We calculated sleep-wake concordance (percent agreement; 0% to 100%) and activity concordance (Stuart-Kendall Tau-c; -1.0 to 1.0) from 650 nights of actigraphy data, including 289 749 min-level observations.

resultsBased on a nightly average, veteran-service dog dyads had 79% sleep-wake concordance (range 63% to 88%) and 0.04 activity concordance (range -0.02 to 0.15). Service dogs exhibited higher sensitivity to veteran wakefulness (28%; range 9% to 82%) than veterans to service dogs (11%; range 4% to 21%). Regression analyses found no consistent relationships between concordance and measures of veteran-service dog bond or well-being.

conclusionsVeteran-service dog dyads demonstrate sleep-wake concordance rates comparable to those reported in other close relationships (e.g. mother-infant, couples), and service dogs appear more sensitive to veteran wakefulness than the other way around. This novel investigation offers a framework for future research on human-service dog overnight dynamics, emphasizing the mutual attunement of veterans and their service dogs. Statement of Significance This study explores high-fidelity overnight sleep-wake dynamics in an interspecies context, focusing on veteran-service dog dyads. We analyzed data simultaneously collected from both the humans and service dogs. We found that these unique partnerships exhibited sleep-wake concordance (e.g. alignment in sleep and wake episodes) at rates similar to other close relationships, such as couples as well as parents and children. However, concordance was not associated with self-reported bond strength, veteran well-being, or service dog well-being. Future research should explore concurrent physiological measures (e.g. heart rate, blood pressure, respiration rate, skin temperature, and cortisol levels), which may provide more sensitive indicators of stress and well-being. Overall, our findings enhance our understanding of the complex overnight dynamics of service dog teams.

Indexed as

SleepVeteransWakefulnessActigraphyAdultAnimalsDogsEcological Momentary AssessmentFemaleHumansMaleStress Disorders, Post-TraumaticSurveys and Questionnairesactigraphyassistance dogsconcordancehuman–animal interactionPTSDsleep

Identifiers

PMID40580066
PMCPMC12597669

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.