Table 8 Count of publications deriving administrative/clinical care pathways, classified by supplemental technique and enhancing data used
From: Clinical and operational insights from data-driven care pathway mapping: a systematic review
No supp. technique | Clustering | Visualisation | Statistical modelling | Predictive modelling | Resource analysis | Conformance analysis | Simulation/optimisation | Total | |
|---|---|---|---|---|---|---|---|---|---|
No enhancing data | 23 | 18 | 4 | 1 | 9 | 13 | 15 | 3 | 86 |
Outcomes | 2 | 2.83 | 3 | 2 | 2.5 | 2.5 | 14.83 | ||
Biomarkers | 1 | 3.5 | 3 | 0.5 | 8 | ||||
Guidelines | 3 | 1.5 | 2 | 1 | 1 | 1 | 11.5 | 1 | 22 |
Comorbidities/complications | 3.5 | 2 | 1 | 4 | 10.5 | ||||
Prescriptions | 0.5 | 2 | 1 | 3.5 | |||||
Clinical classification | 3 | 2 | 1.33 | 0.5 | 1 | 6 | 1.5 | 15.33 | |
Physical information | 4 | 3.33 | 2 | 0.5 | 1 | 1 | 7.5 | 19.33 | |
Other medical data | 8 | 2 | 1 | 3 | 5 | 3 | 12.5 | 3 | 37.5 |
Total | 44 | 37.16 | 20.33 | 9 | 21.5 | 24 | 42.5 | 18.5 | 217 |