Limited research describes approaches for applying a public health lens to fatal child maltreatment classification. Specialized terminology and tools could help improve consistency in classifying deaths resulting from caregiver behavior. A six-criterion classification tool was developed via expert panel review of over 100 child deaths by the Alaska Division of Public Health's Child Death Review (CDR) program. Next, accuracy and acceptability were assessed by inviting staff from other CDRs using a national listserv to classify 21 brief case scenarios with the tool. Among the 47 respondents, sensitivity was 0.87, specificity 0.77, and accuracy 0.84. Variability by tool criterion ranged from 97% to 74% accurate. Most respondents (66%) reported the tool as being helpful for classifying deaths and moderate reliability was found. Study participants found it difficult to consistently apply specific criteria which resulted in a modification of the tool to improve the potential for universal adoption.
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