| mada-data {mada} | R Documentation |
Diagnostic accuracy data
Description
Six data frames with diagnostic accuracy data from binary test outcomes.
Usage
data("AuditC")
data("Dementia")
data("IAQ")
data("SAQ")
data("skin_tests")
data("smoking")
Format
Six data frames with frequencies of true positives, false negatives, false positives and true negatives. The data set smoking combines the IAQ and SAQ data sets and these are the only ones with variables in addition to the frequencies.
- TP
numeric. number of true positives
- FN
numeric. number of false negatives
- FP
numeric. number of false positives
- TN
numeric. number of true negatives
- type
factor. self-administered (SAQ) or interviewer-administered questionnaire (IAQ)
- author
factor. Author(s) of review and year
- study_id
numeric. ID variable for study
- result_id
integer. ID variable for (dependent) 2x2-tables from the same study
- population
factor. general (G) or student (S) population
Details
The AuditC data is from Kriston et al. (2008). The Dementia from Mitchell (2009) and the SAQ and IAQ data are subsets from the data in Patrick et al. (1994), while smoking is the complete data. The skin_tests data is part of the data from Sousa-Pinto et al. (2021) and concerns the accuracy of penicillin allergy skin tests.
Source
Kriston, L., H\"oelzel, L., Weiser, A., Berner, M., & Haerter, M. (2008).“ Meta-analysis: Are 3 Questions Enough to Detect Unhealthy Alcohol Use?” Annals of Internal Medicine, 149, 879–888.
Mitchell, A. (2009). “A meta-analysis of the accuracy of the mini-mental state examination in the detection of dementia and mild cognitive impairment.” Journal of Psychiatric Research, 43, 411–431.
Patrick, D., Cheadle, A., Thompson, D., Diehr, P., Koepsell, T., & Kinne, S. (1994). “The validity of self-reported smoking: a review and meta-analysis.” American Journal of Public Health, 84, 1086–1093.
Sousa-Pinto, B., Tarrio, I., Blumenthal, K.G., Araujo, L., Azevedo, L.F., Delgado, L. & Fonseca, J.A. (2021). “Accuracy of penicillin allergy diagnostic tests: A systematic review and meta-analysis.” Journal of Allergy and Clinical Immunology, 147, 296–308.