A computer-based model for analyzing staffing needs of psychiatric treatment programs
Related Experiment Video
Updated: Nov 6, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
1ClearSprings Health Partnership, Louisville, KY 40223, USA.
Abstract:
The author describes a computer-based model that derives nonnursing staffing requirements from quantifiable performance expectations for structured psychotherapy and rehabilitation therapy. Input variables include treatment mode, contact hours, patient volume (average daily census and average length of stay), hours of structured therapy per week, assessment and discharge activities, and ancillary staff activities. Output variables are number of staff needed, weekly productivity ratios such as hours of direct service per full-time-equivalent position and new patients served per full-time-equivalent position, and hours of structured therapy per day per patient. Initial validation of the model compared its predictions of staffing requirements with predictions based on staffing ratios derived from the literature and with actual staffing levels at the author's institution. The model was used in an analysis of two hypothetical scenarios showing the effects of managed care on variables that influence staffing. The results showed that as average length of stay decreases under managed care, reimbursement based on number of patients served at one time decreases, although costs of providing treatment increase because the program needs more staff to handle the increased number of admissions and discharges.
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Modeling in Therapy
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in situations...
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...
Mechanistic Models: Compartment Models in Individual and Population Analysis
