06.Diagnostics02.Screening studies - sporedata/researchdesigneR GitHub Wiki

1. Use cases: in which situations should I use this method?

Randomized trials to evaluate screening effectiveness - see Effectiveness of Systematic Echocardiographic Screening for Rheumatic Heart Disease in Nepalese Schoolchildren: A Cluster Randomized Clinical Trial
Use of predictive models to evaluate diagnostic characteristics of a screening test - see Population vs Individual Prediction of Poor Health From Results of Adverse Childhood Experiences Screening

2. Input: what kind of data does the method require?

Cohort with the screening test and the gold standard.
If a randomized controlled trial is used to measure effectiveness, then a control group should be included along with clinical outcomes.

3. Algorithm: how does the method work?

Model mechanics

Reporting guidelines

1.Preschool vision screening: what should we be detecting and how should we report it? Uniform guidelines for reporting results of preschool vision screening studies

Data science packages

Suggested companion methods

Learning materials

Books *
Articles
- Cost-effectiveness of Leveraging Social Determinants of Health to Improve Breast, Cervical, and Colorectal Cancer Screening [1].

4. Output: how do I interpret this method's results?

Mock conclusions or most frequent format for conclusions reached at the end of a typical analysis.

Tables, plots, and their interpretation

5. SporeData-specific

Templates

Data science functions

References

[1] Mohan G, Chattopadhyay S. Cost-effectiveness of Leveraging Social Determinants of Health to Improve Breast, Cervical, and Colorectal Cancer Screening: A Systematic Review. JAMA oncology. 2020 Jun 18.

⚠️ GitHub.com Fallback ⚠️