{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T05:10:50Z","timestamp":1778217050287,"version":"3.51.4"},"reference-count":19,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T00:00:00Z","timestamp":1778198400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100011142","name":"Graduate School, University of Minnesota","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011142","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Vet. Sci."],"abstract":"<jats:p>\n                    Assistance dogs (ADs) are placed in a variety of careers to meet individual needs, mitigating disabilities, fostering independence, providing life-saving alerts, and improving mental health. Career fit can be a source of stress, particularly when an AD's placement does not align with their natural temperament. Aligning training with a dog's best-fit career may improve welfare, placement success, and overall availability of ADs for people with disabilities. Our study utilized successful (\n                    <jats:italic>n<\/jats:italic>\n                    = 678) assistance dogs and dogs released from training (\n                    <jats:italic>n<\/jats:italic>\n                    = 1,082) from six assistance dog organizations across the United States and Canada. We examined behavioral differences between ADs placed in alert (dogs who alert their partner to an impending concern their partner is unaware of, such as a drop in blood sugar, stopping with traffic coming, or a noise in the home) and response (dogs who respond to requested needs of their partners, such as retrieving dropped items or interrupting stimming behavior for children with autism) careers, as well as within specific career types. Behavior Checklist evaluations, which are the standard behavioral assessment within the AD industry, were analyzed using regression models to identify traits associated with career outcomes. For each one-unit worsening in \u201cunwillingness to settle\u201d, the odds of being a response dog increase by 58.7% (\n                    <jats:italic>p<\/jats:italic>\n                    = 0.020). For each one-unit increase in the handler-dog team, the odds of being a response dog increase by 50.2% (\n                    <jats:italic>p<\/jats:italic>\n                    = 0.027). Male dogs had a 60.8% increase in the odds of being a response dog, compared to female dogs (\n                    <jats:italic>p<\/jats:italic>\n                    = 0.004). Alert ADs were more excitable and body sensitive (not significant). Within specific careers, behavioral profiles aligned with anecdotal propensities observed by trainers. Facility dogs (dogs placed in a workplace, such as a school, hospital, or courthouse, to provide trained skills to mitigate individual stress and provide comfort) displayed behavioral differences distinct from ADs, which aligns with the difference in their career compared to assistance work. These findings demonstrate that behavioral evaluations can help predict career suitability and support informed placement decisions. By identifying both category-level and career-specific behavioral traits, AD programs can better match AD candidates to roles that align with their natural tendencies, improving both success rates and animal welfare.\n                  <\/jats:p>","DOI":"10.3389\/fvets.2026.1777631","type":"journal-article","created":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T04:40:18Z","timestamp":1778215218000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Decoding the path to success: unveiling how behavior drives assistance dog career outcome"],"prefix":"10.3389","volume":"13","author":[{"given":"Emma","family":"Hilby","sequence":"first","affiliation":[{"name":"Department of Population Medicine, University of Minnesota","place":["St. Paul, MN, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Molly","family":"McCue","sequence":"additional","affiliation":[{"name":"Department of Population Medicine, University of Minnesota","place":["St. Paul, MN, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2026,5,8]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1002\/oti.323","article-title":"Service dogs and people with physical disabilities partnerships: a systematic review","volume":"19","author":"Winkle","year":"2012","journal-title":"Occup Ther Int"},{"key":"B2","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1080\/10888705.2023.2259795","article-title":"A pilot study into the effects of PTSD-assistance dogs' work on their salivary cortisol levels and their handlers' quality of life","volume":"28","author":"Gerwisch","year":"2025","journal-title":"J Appl Anim Welf Sci."},{"key":"B3","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1016\/j.biopsycho.2016.12.008","article-title":"Parenting stress and salivary cortisol in parents of children with 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