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Updated: May 4, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Use of International Classification of Diseases, Ninth Revision, Clinical Modification, codes to identify inpatient
Teresa M Waters1, A Michelle Chandler2, Lorraine C Mion3
1Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, Tennessee.
Objectives:
To compare falls and fall-related injuries that a fall evaluator or hospital incident report identified with injuries identified according to discharge International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes for the same set of inpatient episodes of care.
Design:
Prospective, descriptive study.
Setting:
Sixteen adult general medical and surgical units in a major urban teaching hospital.
Participants:
All adults who sustained a fall with injury during a 5-year period (380 falls with injury).
Measurements:
Falls that a fall evaluator or hospital incident report identified were classified according to their injury severity. Discharge abstracts provided diagnosis codes (ICD-9-CM) for the discharge, including fall-related injury codes.
Results:
Three hundred forty-three inpatient falls with injury (90.2%) resulted in temporary harm to the individual; the remaining 37 falls (9.8%) resulted in more-serious harm. Sixteen of the 37 falls with injury extending hospitalization or resulting in death were identified using Centers for Medicare and Medicaid Services (CMS)-targeted injury code ranges combined with present-on-admission indicators. Of the 21 falls with injury that were not identified, nine (42.9%) lacked documentation of any injury, and seven (33.3%) identified other injuries outside the CMS-targeted injury code ranges.
Conclusion:
The CMS-targeted ICD-9-CM codes used to identify fall-related injuries in claims data do not always detect the most-serious falls.
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