Related Experiment Video
Updated: Sep 10, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Acute mental health concerns in emergency settings: development and validation of an Ovid MEDLINE search filter
Nicole Askin1, Mark Heinrich Mueller2
1Nicole.Askin@umanitoba.ca, Winnipeg Regional Health Authority Virtual Library, University of Manitoba, Winnipeg, MB, Canada.
Background:
The authors sought to develop and validate a search filter to retrieve research about acute mental health concerns during public health emergencies. They did so as a response to a recommendation from a previously published paper on searching for evidence in emergency contexts.
Methods:
The definition of acute mental health was adapted from the DSM-5 and the DynaMed entries on acute stress and posttraumatic stress disorder. The definition of public health emergencies was adapted from the Canadian Medical Protective Association. The authors retrieved systematic reviews on mental health concerns pertaining to people in the community and healthcare workers during public health emergencies from MEDLINE. The authors formulated gold standard sets for each population group using articles included in these reviews. The authors then separated the articles into development and validation sets. Keywords and Medical Subject Heading (MeSH) terms from the title and abstracts in the Ovid records in the development sets were used to formulate the filter. The filter was tested via the relative recall method using the validation sets. The authors then tested the filter for precision by conducting MEDLINE (Ovid) searches for the following topics for acute mental health: (i) children/adolescents and earthquakes; (ii) children/adolescents and Ebola outbreaks; (iii) healthcare workers and earthquakes; and (iv) healthcare workers and Ebola outbreaks.
Results:
The MEDLINE filter demonstrated 100% recall against the people in the community validation set and 98% recall against the healthcare worker validation set. The filter demonstrated the following percentages for the precision tests: (i) 94% for children/adolescents and earthquakes; (ii) 81% for children/adolescents and Ebola outbreaks; (iii) 81% for healthcare workers and earthquakes; and (iv) 79% for healthcare workers and Ebola outbreaks.
Conclusion:
The authors developed a validated search filter that could be used to find evidence related to acute mental health concerns in public health emergencies. The authors recommend that researchers adapt and modify the search filter to reflect the unique mental health issues of their population groups.
Related Concept Videos
Specialized Care Centers and Settings-I
Daycare centers
They provide several functions. Some facilities care for healthy newborns and children whose parents work, while others are medically focused and care for...
Community Based Intervention
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Treatment Strategies for Psychological Disorders
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...
Diagnostic and Statistical Manual of Mental Disorders (DSM)

