Catherine M. Burns
YOU?
Author Swipe
View article: Trust and accuracy in AI: Optometrists favor multimodal AI systems over unimodal for glaucoma diagnosis in collaborative environment
Trust and accuracy in AI: Optometrists favor multimodal AI systems over unimodal for glaucoma diagnosis in collaborative environment Open
Multimodal AI systems, which use the same data modality as optometrists and align more closely with their mental models and decision-making processes, result in higher user trust and improved diagnostic performance. Therefore, for effectiv…
View article: Investigating Technology Implementation in Community Hospitals: A Resilience Engineering Approach
Investigating Technology Implementation in Community Hospitals: A Resilience Engineering Approach Open
View article: Medication Adherence Technologies: A Classification Taxonomy Based on Features
Medication Adherence Technologies: A Classification Taxonomy Based on Features Open
This study successfully establishes the first comprehensive classification system for medication adherence technologies based on features, addressing a critical gap in literature. The taxonomy provides a structured framework for categorizi…
View article: A scoping review on pediatric sepsis prediction technologies in healthcare
A scoping review on pediatric sepsis prediction technologies in healthcare Open
View article: Diagnostic Decision-Making Variability Between Novice and Expert Optometrists for Glaucoma: Comparative Analysis to Inform AI System Design
Diagnostic Decision-Making Variability Between Novice and Expert Optometrists for Glaucoma: Comparative Analysis to Inform AI System Design Open
Background While expert optometrists tend to rely on a deep understanding of the disease and intuitive pattern recognition, those with less experience may depend more on extensive data, comparisons, and external guidance. Understanding the…
View article: Towards Holistic Functional Task Analysis
Towards Holistic Functional Task Analysis Open
Task analysis (TA) can contribute to work systems design, accident investigation, risk assessment, human error identification, planning, and training. Despite the advantages of existing sequential and hierarchical methods, they decompose t…
View article: The Chartered Institute of Ergonomics and Human Factors at 75: perspectives on contemporary challenges and future directions for Ergonomics and Human Factors
The Chartered Institute of Ergonomics and Human Factors at 75: perspectives on contemporary challenges and future directions for Ergonomics and Human Factors Open
As the UK's Chartered Institute of Ergonomics and Human Factors (CIEHF) celebrates its 75th anniversary, it is worth reflecting on our discipline's contribution, current state, and critical future endeavours. We present the perspectives of…
View article: Capturing Home Care Information Management and Communication Processes Among Caregivers of Older Adults: Qualitative Study to Inform Technology Design
Capturing Home Care Information Management and Communication Processes Among Caregivers of Older Adults: Qualitative Study to Inform Technology Design Open
Background The demand for complex home care is increasing with the growing aging population and the ongoing COVID-19 pandemic. Family and hired caregivers play a critical role in providing care for individuals with complex home care needs.…
View article: An Approach to Potentially Increasing Adoption of an Artificial Intelligence–Enabled Electronic Medical Record Encounter in Canadian Primary Care: Protocol for a User-Centered Design
An Approach to Potentially Increasing Adoption of an Artificial Intelligence–Enabled Electronic Medical Record Encounter in Canadian Primary Care: Protocol for a User-Centered Design Open
Background Primary care physicians are at the forefront of the clinical process that can lead to diagnosis, referral, and treatment. With electronic medical records (EMRs) being introduced and, over time, gaining acceptance by primary care…
View article: Diagnostic Decision-Making Variability in Glaucoma: Comparative Analysis of Novice and Expert Optometrists to Inform AI System Design (Preprint)
Diagnostic Decision-Making Variability in Glaucoma: Comparative Analysis of Novice and Expert Optometrists to Inform AI System Design (Preprint) Open
BACKGROUND This study examines the diagnostic decision-making differences between novice and expert optometrists in glaucoma diagnosis. OBJECTIVE The objective of this study is to identify and analyze the variations in diagnostic decisi…
View article: Tools to measure barriers to medication management capacity in older adults: a scoping review
Tools to measure barriers to medication management capacity in older adults: a scoping review Open
View article: An Approach to Potentially Increasing Adoption of an Artificial Intelligence–Enabled Electronic Medical Record Encounter in Canadian Primary Care: Protocol for a User-Centered Design (Preprint)
An Approach to Potentially Increasing Adoption of an Artificial Intelligence–Enabled Electronic Medical Record Encounter in Canadian Primary Care: Protocol for a User-Centered Design (Preprint) Open
BACKGROUND Primary care physicians are at the forefront of the clinical process that can lead to diagnosis, referral, and treatment. With electronic medical records (EMRs) being introduced and, over time, gaining acceptance by primary car…
View article: Medication Adherence Technologies : A Classification Taxonomy Based on Features
Medication Adherence Technologies : A Classification Taxonomy Based on Features Open
CONTEXT: To ensure older adults with multiple chronic conditions can age comfortably at home, safe and effective medication management is crucial. However, complex medication routines and functional limitations often make adherence challen…
View article: “Flying a plane and building it at the same time”: Lessons learned from the dynamic implementation of mass vaccination clinics in the Region of Waterloo, Ontario, Canada
“Flying a plane and building it at the same time”: Lessons learned from the dynamic implementation of mass vaccination clinics in the Region of Waterloo, Ontario, Canada Open
View article: Caregiving Experiences with Health Information Management and Communication in Complex Home Care: Informing Technology Design for Caregivers of Older Adults
Caregiving Experiences with Health Information Management and Communication in Complex Home Care: Informing Technology Design for Caregivers of Older Adults Open
Purpose : The objective of this study was to understand how caregivers manage and communicate health information for older adults who require complex home care, informing the design of new technologies to support patient safety in the home…
View article: Role satisfaction among community volunteers working in mass COVID-19 vaccination clinics, Waterloo Region, Canada
Role satisfaction among community volunteers working in mass COVID-19 vaccination clinics, Waterloo Region, Canada Open
View article: Managing the risks of artificial general intelligence: A human factors and ergonomics perspective
Managing the risks of artificial general intelligence: A human factors and ergonomics perspective Open
Artificial General Intelligence (AGI) is the next and forthcoming evolution of Artificial Intelligence (AI). Though there could be significant benefits to society, there are also concerns that AGI could pose an existential threat. The crit…
View article: Population Viability Analysis of the Western Snowy Plover.
Population Viability Analysis of the Western Snowy Plover. Open
A key component to adaptive management of threatened and endangered species is periodic updating of recovery goals and management priorities after implementation of previous management strategies. This report describes an updated metapopul…
View article: Multi-Disciplinary Design and Implementation of a Mass Vaccination Clinic Mobile Application to Support Decision-Making
Multi-Disciplinary Design and Implementation of a Mass Vaccination Clinic Mobile Application to Support Decision-Making Open
There is significant potential for mobile apps to improve workflow efficiencies for information sharing and decision-making in vaccination clinics when designed for established cultures and usability, thereby providing frontline workers wi…
View article: Working with multidisciplinary or non-academic collaborators as mentors
Working with multidisciplinary or non-academic collaborators as mentors Open
Mentoring relationships in academia are traditionally constructed as hierarchies, where a supervisor
\nmentors a trainee, or an advisory committee guides a trainee. We propose that all collaborations are mutual mentorship opportunities, wh…
View article: Automated digital technologies for supporting sepsis prediction in children: a scoping review protocol
Automated digital technologies for supporting sepsis prediction in children: a scoping review protocol Open
Introduction While there have been several literature reviews on the performance of digital sepsis prediction technologies and clinical decision-support algorithms for adults, there remains a knowledge gap in examining the development of a…
View article: DE-RISKING THE EMPLOYER-EMPLOYEE RELATIONSHIP WHEN WORKERS HAVE MILD COGNITIVE IMPAIRMENT OR YOUNG ONSET DEMENTIA
DE-RISKING THE EMPLOYER-EMPLOYEE RELATIONSHIP WHEN WORKERS HAVE MILD COGNITIVE IMPAIRMENT OR YOUNG ONSET DEMENTIA Open
The employee-employer relationship is one that is well established in law and involves a contract between a worker who performs the work, and an employer who determines when, how and where the work is done. Many countries have introduced l…
View article: Understanding Human Factors Challenges on the Front Lines of Mass COVID-19 Vaccination Clinics: Human Systems Modeling Study
Understanding Human Factors Challenges on the Front Lines of Mass COVID-19 Vaccination Clinics: Human Systems Modeling Study Open
Background Implementing mass vaccination clinics for COVID-19 immunization has been a successful public health activity worldwide. However, this tightly coupled system has many logistical challenges, leading to increased workplace stress, …
View article: Caregiver Expectations of Interfacing With Voice Assistants to Support Complex Home Care: Mixed Methods Study
Caregiver Expectations of Interfacing With Voice Assistants to Support Complex Home Care: Mixed Methods Study Open
Background Providing care in home environments is complex, and often the pressure is on caregivers to document information and ensure care continuity. Digital information management and communication technologies may support care coordinat…
View article: Caregiver Expectations of Interfacing With Voice Assistants to Support Complex Home Care: Mixed Methods Study (Preprint)
Caregiver Expectations of Interfacing With Voice Assistants to Support Complex Home Care: Mixed Methods Study (Preprint) Open
BACKGROUND Providing care in home environments is complex, and often the pressure is on caregivers to document information and ensure care continuity. Digital information management and communication technologies may support care coordina…
View article: The effects of domain knowledge on trust in explainable AI and task performance: A case of peer-to-peer lending
The effects of domain knowledge on trust in explainable AI and task performance: A case of peer-to-peer lending Open
Increasingly, artificial intelligence (AI) is being used to assist complex decision-making such as financial investing. However, there are concerns regarding the black-box nature of AI algorithms. The field of explainable AI (XAI) has emer…
View article: Reanalysis of a novel variant in the IGF1R gene in a family with variable pre-and postnatal growth retardation and dysmorphic features: benefits and feasibility of IUSM-URDC (Undiagnosed Rare Disease Clinic) program
Reanalysis of a novel variant in the IGF1R gene in a family with variable pre-and postnatal growth retardation and dysmorphic features: benefits and feasibility of IUSM-URDC (Undiagnosed Rare Disease Clinic) program Open
IGF1R-related disorders are associated with intrauterine growth restriction (IUGR), postnatal growth failure, short stature, microcephaly, developmental delay, and dysmorphic facial features. We report a patient who presented to medical ge…
View article: Exploring the Experiences of Family Caregivers of Children With Special Health Care Needs to Inform the Design of Digital Health Systems: Formative Qualitative Study
Exploring the Experiences of Family Caregivers of Children With Special Health Care Needs to Inform the Design of Digital Health Systems: Formative Qualitative Study Open
Background Family caregivers of children with special health care needs (CSHCN) are responsible for managing and communicating information regarding their child’s health in their homes. Although family caregivers currently capture informat…
View article: Exploring Electric Transmission Operation with Cognitive Work Analysis Models
Exploring Electric Transmission Operation with Cognitive Work Analysis Models Open
Electric power networks are regarded as complex socio-technical systems as they incorporate a wide number of tasks and dynamic data that needs to be monitored continuously. This preliminary study investigated the work environment of electr…
View article: Including the Reason for Use on Prescriptions Sent to Pharmacists: Scoping Review
Including the Reason for Use on Prescriptions Sent to Pharmacists: Scoping Review Open
Background In North America, although pharmacists are obligated to ensure prescribed medications are appropriate, information about a patient’s reason for use is not a required component of a legal prescription. The benefits of prescribers…