2022
DOI: 10.1002/jso.26977
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Evaluating information loss in the National Cancer Database from cases lost to follow‐up

Abstract: Background and Objectives Cancer registries must focus on data capture which returns value while reducing resource burden with minimal loss of data. Identifying the optimum length of follow‐up data collection for patients with cancer achieves this goal. Methods A two‐step analysis using entropy calculations to assess information gain for each follow‐up year, and second‐order differences to compare survival outcomes between the defined follow‐up periods and lifetime follow‐up. A total of 391 567 adult cases, de… Show more

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Cited by 1 publication
(2 citation statements)
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“…Importantly, the NCDB represents one of the largest and most comprehensive cancer registries in the world, capturing more than 72% of all newly diagnosed cancer cases in the US annually 18 . Specific details regarding data abstraction by certified tumor registrars, data quality procedures, and variables collected within the NCDB have previously been described 16,19 . In addition, all data reported within the NCDB is completely deidentified, and thus, compliant with the Health Insurance Portability and Accountability Act and exempt from institutional review board review.…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Importantly, the NCDB represents one of the largest and most comprehensive cancer registries in the world, capturing more than 72% of all newly diagnosed cancer cases in the US annually 18 . Specific details regarding data abstraction by certified tumor registrars, data quality procedures, and variables collected within the NCDB have previously been described 16,19 . In addition, all data reported within the NCDB is completely deidentified, and thus, compliant with the Health Insurance Portability and Accountability Act and exempt from institutional review board review.…”
Section: Methodsmentioning
confidence: 99%
“…18 Specific details regarding data abstraction by certified tumor registrars, data quality procedures, and variables collected within the NCDB have previously been described. 16,19 In addition, all data reported within the NCDB is completely deidentified, and thus, compliant with the Health Insurance Portability and Accountability Act and exempt from institutional review board review.…”
Section: Data Sourcementioning
confidence: 99%