Related Experiment Video
Updated: Dec 21, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Development of prescribing safety indicators related to mental health disorders and medications: Modified e-Delphi
Wael Y Khawagi1,2, Douglas T Steinke1, Joanne Nguyen1,3
1Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
Aim:
To develop a set of prescribing safety indicators related to mental health disorders and medications, and to estimate the risk of harm associated with each indicator.
Method:
A modified two-stage electronic Delphi. The first stage consisted of two rounds in which 31 experts rated their agreement with a set of 101 potential mental health related prescribing safety indicators using a five-point scale and given the opportunity to suggest other indicators. Indicators that achieved 80% agreement were accepted. The second stage comprised a single round in which 29 members estimated the risk of harm for each accepted indicator by assessing the occurrence likelihood and outcome severity using two five-point scales. Indicators were considered high or extreme risk when at least 80% of participants rated each indicator as high or extreme.
Results:
Seventy-five indicators were accepted in the first stage. Following the second stage, 42 (56%) were considered to be high or extreme risk for patient care. The 42 indicators comprised different types of hazardous prescribing, including drug-disease interactions (n = 12), drug-drug interactions (n = 9), inadequate monitoring (n = 5), inappropriate duration (n = 4), inappropriate dose (n = 4), omissions (n = 4), potentially inappropriate medications (n = 3) and polypharmacy (n = 1). These indicators also covered different mental health related medication classes, including antipsychotics (n = 14), mood stabilisers (n = 8), antidepressants (n = 6), sedative, hypnotics and anxiolytics (n = 6), anticholinergic (n = 6) and nonspecific psychotropics (n = 2).
Conclusion:
This study has developed the first suite of prescribing safety indicators related to mental health disorders and medications, which could inform the development of future safety improvement initiatives and interventional studies.
More Related Videos
Related Concept Videos
Drug Therapy
Antianxiety Medications
Drug Dosing: Geriatric Patients
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Diagnostic and Statistical Manual of Mental Disorders (DSM)
Dosage Regimens: Designs and Approaches
Dosage Regimen: Individualization

