ArticleBMC veterinary research2017
The method of attachment influences accelerometer-based activity data in dogs.
Article in BMC veterinary research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 33 citations in OpenAlex.
- TP-CanineNet: Temporal Context Contrastive Learning with Pseudo-Label Supervision for Abnormal Behavior Detection of Canine.Animals : an open access journal from MDPI · 2026Article
- Actical Accelerometers as a Clinical Tool for the Monitoring of Sleeping and Resting Periods in Individual Dogs.Animals : an open access journal from MDPI · 2025Article
- Physical Activity Monitors in Companion Animal Chronic Pain Research-A Review Focused on Osteoarthritis Pain.Animals : an open access journal from MDPI · 2025Review
- Monitoring Welfare of Individual Broiler Chickens Using Ultra-Wideband and Inertial Measurement Unit Wearables.Sensors (Basel, Switzerland) · 2025Article
- Validation and interdevice reliability of a behavior monitoring collar to measure rumination, feeding activity, and idle time of lactating dairy cows.JDS communications · 2024Article
- The Use of Triaxial Accelerometers and Machine Learning Algorithms for Behavioural Identification in Domestic Dogs (Sensors (Basel, Switzerland) · 2024Article
- Efficacy and tolerability of full spectrum hemp oil in dogs living with pain in common household settings.Frontiers in veterinary science · 2024Article
- Comparison of habitual physical activity in French Bulldogs, Pugs and normocephalic dogs by accelerometry.Animal welfare (South Mimms, England) · 2023Article
- The beneficial role of companion animals in translational pain research.Frontiers in pain research (Lausanne, Switzerland) · 2022Review
- Daytime and nocturnal activity in treated dogs with idiopathic epilepsy compared to matched unaffected controls.Journal of veterinary internal medicine · 2021Observational
- Deep Learning Classification of Canine Behavior Using a Single Collar-Mounted Accelerometer: Real-World Validation.Animals : an open access journal from MDPI · 2021Article
- Evaluation of the FitBark Activity Monitor for Measuring Physical Activity in Dogs.Animals : an open access journal from MDPI · 2021Article
- Veterinary-prescribed physical activity promotes walking in healthy dogs and people.BMC veterinary research · 2020Article
- A step in the right direction: an open-design pedometer algorithm for dogs.BMC veterinary research · 2018Article
- The chondrodystrophic dog: A clinically relevant intermediate-sized animal model for the study of intervertebral disc-associated spinal pain.JOR spine · 2018Article
- Evaluation of an open source method for calculating physical activity in dogs from harness and collar based sensors.BMC veterinary research · 2017Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccelerometer-based activity monitoring is a promising new tool in veterinary medicine used to objectively assess activity levels in dogs. To date, it is unknown how device orientation, attachment method, and attachment of a leash to the collar holding an accelerometer affect canine activity data. It was our goal to evaluate whether attachment methods of accelerometers affect activity counts. Eight healthy, client-owned dogs were fitted with two identical neck collars to which two identical activity monitors were attached using six different methods of attachment. These methods of attachment evaluated the use of a protective case, positioning of the activity monitor and the tightness of attachment of the accelerometer. Lastly, the effect of leash attachment to the collar was evaluated. For trials where the effect of leash attachment to the collar was not being studied, the leash was attached to a harness. Activity data obtained from separate monitors within a given experiment were compared using Pearson correlation coefficients and across all experiments using the Kruskal-Wallis Test.
resultsThere was excellent correlation and low variability between activity monitors on separate collars when the leash was attached to a harness, regardless of their relative positions. There was good correlation when activity monitors were placed on the same collar regardless of orientation. There were poor correlations between activity monitors in three experiments: when the leash was fastened to the collar that held an activity monitor, when one activity monitor was housed in the protective casing, and when one activity monitor was loosely zip-tied to the collar rather than threaded on using the provided metal loop. Follow-up, pair-wise comparisons identified the correlation associated with these three methods of attachment to be statistically different from the level of correlation when monitors were placed on separate collars.
conclusionsWhile accelerometer-based activity monitors are useful tools to objectively assess physical activity in dogs, care must be taken when choosing a method to attach the device. The attachment of the activity monitor to the collar should utilize a second, dedicated collar that is not used for leash attachment and the attachment method should remain consistent throughout a study period.
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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.