How effective are trained dogs at alerting their owners to changes in blood glycaemic levels?: Variations in performance of glycaemia alert dogs

PLoS One. 2019 Jan 15;14(1):e0210092. doi: 10.1371/journal.pone.0210092. eCollection 2019.

Abstract

Aims: Domestic 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.

Methods: Routine 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.

Results: Dogs 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).

Conclusions: The 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.

Publication types

  • Evaluation Study

MeSH terms

  • Adolescent
  • Adult
  • Animals
  • Behavior, Animal
  • Blood Glucose / drug effects
  • Blood Glucose / metabolism
  • Blood Glucose Self-Monitoring / methods*
  • Child
  • Diabetes Mellitus, Type 1 / blood*
  • Diabetes Mellitus, Type 1 / drug therapy
  • Dogs*
  • Female
  • Helping Behavior*
  • Humans
  • Hyperglycemia / blood
  • Hyperglycemia / diagnosis*
  • Hypoglycemia / blood
  • Hypoglycemia / diagnosis*
  • Insulin / administration & dosage
  • Male
  • Pets*
  • Quality of Life
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Smell
  • Young Adult

Substances

  • Blood Glucose
  • Insulin

Grants and funding

I can confirm that this research did not receive any specific grant from funding agencies in the public, commercial or non-for-profit sectors. It was carried out by the primary author during normal working hours, and by Steve Morant in a voluntary capacity. This research required no additional expenses. C Guest and L Swanson are employed full time by The Medical Detection Dogs charity. N Rooney is employed PT by Medical Detection Dogs, hence the charity pays the salary to three of the authors. All data analysis was however done at University of Bristol and Dundee. MDD had no role in study design, analysis, decision to publish, or initial preparation of the manuscript. SM who did the majority of the analysis has no financial interest in Medical Detection Dogs.