Related Experiment Video
Updated: Mar 25, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
A Novel Triage Approach to Identifying Health Concerns
Janine Bezem1, Meinou Theunissen2, Mascha Kamphuis2
1Municipal Health Service Gelderland-Midden, Arnhem, Netherlands; Netherlands Organisation of Applied Scientific Research, Leiden, Netherlands; janine.bezem@vggm.nl.
Background:
We investigated the detection of health problems in preventive child health care (PCH) by a novel triage approach for routine health assessments. In the triage approach, all children were preassessed by a physician's assistant, and only those in need of follow-up were assessed by a PCH physician or nurse. In the traditional approach, all children were assessed by a PCH physician or nurse.
Methods:
A prospective cohort design was used with data on routine assessments of 1897 children aged 5 to 6 and 10 to 11 years. Primary outcomes were the detection of overweight, visual disorders, and psychosocial problems, with type of approach (traditional vs triage) as independent variable. To assess the severity of health problems, BMI, Snellen, Strengths and Difficulties Questionnaire, and Child Behavior Checklist, scores were compared for both approaches in subgroups of children with overweight, visual disorders, or psychosocial problems.
Results:
No significant differences were found between the approaches in terms of the detection of incident cases of overweight, visual disorders, and psychosocial problems. Significantly higher Strengths and Difficulties Questionnaire scores were found in the subgroup with psychosocial problems when the triage approach was used. Marginal differences between the approaches were found for severity of overweight in the subgroup of overweight children.
Conclusions:
A novel triage approach to PCH resulting in less involvement of physicians and nurses in routine assessments appears to detect health problems as effectively as the traditional approach in place. More research is needed to determine the long-term outcomes of the 2 approaches.
Related Concept Videos
Nursing Assessment
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments...
Preventive Healthcare Services
Traditional Level Of Health Care System
The preventive healthcare service includes tests for screening. Preventive health care services include identifying and reducing disease risk...
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Ethical Dilemmas II

