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Using the Capture-Recapture Technique to Estimate the Ascertainment-Corrected Incidence of Musculoskeletal Injuries During Marine Corps Recruit Training.

Mita LovalekarKaren A KeenanDebora E CruzBridget A McFaddenSidra MontgomeryShawn M ArentBradley C Nindl
Published in: Military medicine (2024)
This was the first study to utilize the CRC technique to access the ascertainment-corrected incidence of MSKIs among USMC recruits. There was significant undercounting in both sources of the data analyzed, and the extent of undercounting varied by both MSKI anatomical location and type. When 2 sources of data were utilized simultaneously, the percent of CRC-estimated MSKIs observed from 2 sources of data was more complete. There is a need for further application of the CRC technique to MSKI data in military populations to provide a more complete assessment of MSKIs. Identification of modifiable factors that influence completeness of MSKI data obtained during military recruit training is also warranted.
Keyphrases
  • electronic health record
  • big data
  • risk factors
  • drinking water
  • machine learning
  • data analysis