Related Experiment Video
Updated: Aug 17, 2026

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
How to identify patients with a poor prognosis in daily clinical practice
1Multidisciplinary Pain Centre, Service of Clinical Pharmacology and Toxicology and Division of General Medical Rehabilitation, Geneva University Hospitals, 1211 Geneva 14, Switzerland. cristine.cedraschi@hcuge.ch
Abstract:
Predicting poor outcomes in daily practice is challenging. As well as prior episodes of low back pain and pain intensity, various psychosocial risk factors have been identified, although the independent prognostic value of these is rather low. This supports the necessity for a multidimensional view of the transition from acute to chronic pain and/or the development of disability. Psychological distress has been found to increase the risk of such a transition. Patients' beliefs and expectations about their pain seem to influence the recovery process; pain-related fear and fear avoidance can be influential psychological variables, from pain inception to its chronic stage. The influence of occupational factors such as job satisfaction, low workplace support or physical workload has also been emphasized. Treatment provider factors and the relationship between patients and care providers also contribute to the realistic or unrealistic expectations and meaningful or acceptable outcomes.
Related Concept Videos
Cancer Survival Analysis
Kaplan-Meier Approach
Heart Failure VII: Nursing Interventions
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters assessment...