ArticlePloS one2019
How effective are trained dogs at alerting their owners to changes in blood glycaemic levels?: Variations in performance of glycaemia alert dogs.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Scent dog identification of SARS-CoV-2 infections in different body fluids.BMC infectious diseases · 2021Trial
- The Role of Olfaction in Dogs: Evolution, Biology, and Human-Oriented Work.Animals : an open access journal from MDPI · 2026Review
- What Is the Role of Diabetic Alert Dogs in Glycemic Monitoring for Individuals with Type 1 Diabetes? A Scoping Review.Medical sciences (Basel, Switzerland) · 2026Article
- An overview of the benefits of animal-assisted interventions in medical and therapeutic contexts for human health: cognitive mechanisms, sensory perception and welfare considerations.Frontiers in veterinary science · 2026Review
- And the Dog Was Barking: Transforming Quality of Life in Diabetes Through Innovative Hypoglycemia Detection.Journal of diabetes · 2025Article
- Article
- Can dogs sniff out cancer? Exploring the role of medical detection dogs in Hong Kong's early diagnosis strategies.Frontiers in medicine · 2025Article
- Determination of Methamphetamine by High-Performance Liquid Chromatography in Odor-Adsorbent Material Used for Training Drug-Detection Animals.Molecules (Basel, Switzerland) · 2024Article
- Conservation detection dogs: A critical review of efficacy and methodology.Ecology and evolution · 2024Review
- An overview of the literature on assistance dogs using text mining and topic analysis.Frontiers in veterinary science · 2024Review
- Methods to Detect Volatile Organic Compounds for Breath Biopsy Using Solid-Phase Microextraction and Gas Chromatography-Mass Spectrometry.Molecules (Basel, Switzerland) · 2023Article
- Canine Scent Detection in Lung Cancer Screening.Cureus · 2023Review
- Sniffing out safety: canine detection and identification of SARS-CoV-2 infection from armpit sweat.Frontiers in medicine · 2023Article
- Unraveling the potential of breath and sweat VOC capture devices for human disease detection: a systematic-like review of canine olfaction and GC-MS analysis.Frontiers in chemistry · 2023Review
- The Use and Potential of Biomedical Detection Dogs During a Disease Outbreak.Frontiers in medicine · 2022Review
- Article
- Canine olfactory detection and its relevance to medical detection.BMC infectious diseases · 2021Review
- Multi-Odor Discrimination by Rat Sniffing for Potential Monitoring of Lung Cancer and Diabetes.Sensors (Basel, Switzerland) · 2021Article
- Does Benchmarking of Rating Scales Improve Ratings of Search Performance Given by Specialist Search Dog Handlers?Frontiers in veterinary science · 2021Article
- Dog Owners' Survey reveals Medical Alert Dogs can alert to multiple conditions and multiple people.PloS one · 2021Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimsDomestic dogs are trained to a wide variety of roles including an increasing number of medical assistance tasks. Glycaemia alert dogs are reported to greatly improve the quality of life of owners living with Type 1 diabetes. Research into their value is currently sparse, on small numbers of dogs and provides conflicting results. In this study we assess the reliability of a large number of trained glycaemic alert dogs at responding to hypo- and hyper-glycaemic (referred to as out-of-range, OOR) episodes, and explore factors associated with variations in their performance.
methodsRoutine owner records were used to assess the sensitivity and specificity of each of 27 dogs, trained by a single UK charity during almost 4000 out-of-range episodes. Sensitivity and positive predictive values are compared to demographic factors and instructors' ratings of the dog, owner and partnership.
resultsDogs varied in their performance, with median sensitivity to out-of-range episodes at 70% (25th percentile = 50, 75th percentile = 95). To hypoglycaemic episodes the median sensitivity was 83% (66-94%) while to hyperglyaemic episodes it was 67% (17-91%). The median positive predictive value (PPV) was 81% (68-94%), i.e. on average 81% of alerts occurred when glucose levels were out of target range. For four dogs, PPV was 100%. Individual characteristics of the dog, the partnership and the household were significantly associated with performance (e.g., whether the dog was previously a pet, when it was trained, whether its partner was an adult or child).
conclusionsThe large sample shows that the individual performance of dogs is variable, but overall their sensitivity and specificity to OOR episodes are better than previous studies suggest. Results show that optimal performance of glycaemic alert dogs depends not only on good initial and ongoing training, but also careful selection of dogs for the conditions in which they will be working.
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