W0063 Guidance Document for Human Injury Probability Curves (HIPCs) Development Biomechanics Product Team, Version 1.4

reportActive / Technical Report | Accession Number: AD1104299 | Open PDF

Abstract:

This report describes the methods used in generating human injury probability curves HIPCs for the Warrior Injury Assessment Manikin WIAMan Program. The methods were based on the ISO-18506 and survival analysis with additional statistical tests to include the ranking of the biomechanical injury metrics, three injury-probability functional forms, confidence interval by injury probability level, and the Normalized Confidence Interval Size to determine the curve quality by injury probability level. In addition, an R-studio software code was developed to enable integrated application of the HIPC generation procedure by all WIAMan biomechanics performers.

Author(s):
Voo, L ; Gayzik, S ; Baker, A ; Hsu, F C ; Pintar, F ; Banerjee, A ; Yoganandan, N ; Bass, C ; Cutcliffe, H ; Zhang, J ; Rupp, J ; Drewry, D Iii ; Montoya, M ; Barnes, D ; Loftis, K
Author Organization(s):
U.S. Army CCDC Data and Analysis Center Aberdeen Proving Ground United States
Descriptive Note:
Technical Report,01 Jan 2015,31 Dec 2019
Pagination:
0065

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:
Approved For Public Release
Distribution Statement:
Approved For Public Release;

RECORD

Collection: TR
Identifying Numbers
Report Number(s):
CCDC DAC-TR-2020-041
Project Number(s):
W911QX-17-D-0006
Monitor Series:
CCDC DAC-TR-2020-041
 Subject Terms
Joint Capability Areas:
JCA_5_Command and Control; JCA_5.3_Planning; JCA_5.6.1_Assess Compliance with Guidance; JCA_5.6_Monitor; JCA_5.5_Direct; JCA_5.5.3_Establish Metrics; JCA_5.3.4_Develop Courses of Action; JCA_5.3.5_Analyze Courses of Action; JCA_1_Force Support; JCA_4_Logistics; JCA_1.2.7_Experimentation; JCA_1.2_Force Preparation; JCA_1.3_Human Capital Management; JCA_5.4_Decide; JCA_3.2_Engagement; JCA_3_Force Application; JCA_1.2.3_Educating; JCA_1.3.2_Personnel Management; JCA_3.2.1_Kinetic Means; JCA_6_Net Centric; JCA_1.2.5_Lessons Learned
Communities of Interest:
Biomedical
Descriptor(s):
wounds and injuries, metrics, correlation, ranking, probability, Biomechanics, computer programs
Field(s)/Group(s):
Human Factors Engineering and Man Machine Systems, Statistics and Probability, Computer Programming and Software
Keyword(s):
wiaman (Warrior Injury Assessment Manikin), data censoring, injury metrics, injury correlation ranking, injury risk curve, hipc (human ipc), IPC (injury probability curve), survival analysis, bms (Brier method Score), ISO 18506, R studio software code, aic (Akaike information criterion), ks (Kolmogorov Smirnov), ks tests, ci (confidence interval), ncis (Normalized ci Size)
Report Date:
2020 Jul 01
Creation Date:
2020 Jul 22