Literature DB >> 28641385

Development of an electronic medical record-based child physical abuse alert system.

Rachel P Berger1, Richard A Saladino1, Janet Fromkin1, Emily Heineman1, Srinivasan Suresh1, Tom McGinn2.   

Abstract

Objective: Physical abuse is a leading cause of pediatric morbidity and mortality. Physicians do not consistently screen for abuse, even in high-risk situations. Alerts in the electronic medical record may help improve screening rates, resulting in early identification and improved outcomes.
Methods: Triggers to identify children < 2 years old at risk for physical abuse were coded into the electronic medical record at a freestanding pediatric hospital with a level 1 trauma center. The system was run in "silent mode"; physicians were unaware of the system, but study personnel received data on children who triggered the alert system. Sensitivity, specificity, and negative and positive predictive values of the child abuse alert system for identifying physical abuse were calculated.
Results: Thirty age-specific triggers were embedded into the electronic medical record. From October 21, 2014, through April 6, 2015, the system was in silent mode. All 226 children who triggered the alert system were considered subjects. Mean (SD) age was 9.1 (6.5) months. All triggers were activated at least once. Sensitivity was 96.8% (95% CI, 92.4-100.0%), specificity was 98.5% (95% CI, 98.3.5-98.7), and positive and negative predictive values were 26.5% (95% CI, 21.2-32.8%) and 99.9% (95% CI, 99.9-100.0%), respectively, for identifying children < 2 years old with possible, probable, or definite physical abuse. Discussion/
Conclusion: Triggers embedded into the electronic medical record can identify young children with who need to be evaluated for physical abuse with high sensitivity and specificity.
© The Author 2017. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com

Entities:  

Keywords:  child abuse; electronic medical record; physical abuse

Mesh:

Year:  2018        PMID: 28641385     DOI: 10.1093/jamia/ocx063

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  9 in total

1.  Integration of physical abuse clinical decision support at 2 general emergency departments.

Authors:  Bruce Rosenthal; Janet Skrbin; Janet Fromkin; Emily Heineman; Tom McGinn; Rudolph Richichi; Rachel P Berger
Journal:  J Am Med Inform Assoc       Date:  2019-10-01       Impact factor: 4.497

2.  Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.

Authors:  Aviv Y Landau; Susi Ferrarello; Ashley Blanchard; Kenrick Cato; Nia Atkins; Stephanie Salazar; Desmond U Patton; Maxim Topaz
Journal:  J Am Med Inform Assoc       Date:  2022-01-29       Impact factor: 4.497

3.  Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study.

Authors:  Aviv Y Landau; Ashley Blanchard; Kenrick Cato; Nia Atkins; Stephanie Salazar; Desmond U Patton; Maxim Topaz
Journal:  J Am Med Inform Assoc       Date:  2022-01-29       Impact factor: 4.497

4.  Safeguarding alerts on electronic medical records.

Authors:  Majid Artus; Jeremy Gibson
Journal:  Br J Gen Pract       Date:  2022-06-30       Impact factor: 6.302

Review 5.  Electronic Health Record Tools to Identify Child Maltreatment: Scoping Literature Review and Key Informant Interviews.

Authors:  Laura Stilwell; Megan Golonka; Kristin Ankoma-Sey; Madeleine Yancy; Samantha Kaplan; Lindsay Terrell; Elizabeth J Gifford
Journal:  Acad Pediatr       Date:  2022-02-04       Impact factor: 2.993

6.  Development and Validation of a Natural Language Processing Tool to Identify Injuries in Infants Associated With Abuse.

Authors:  Gunjan Tiyyagura; Andrea G Asnes; John M Leventhal; Eugene D Shapiro; Marc Auerbach; Wei Teng; Emily Powers; Amy Thomas; Daniel M Lindberg; Justin McClelland; Carol Kutryb; Thomas Polzin; Karen Daughtridge; Virginia Sevin; Allen L Hsiao
Journal:  Acad Pediatr       Date:  2021-11-12       Impact factor: 2.993

7.  National guideline for the field triage of injured patients: Recommendations of the National Expert Panel on Field Triage, 2021.

Authors:  Craig D Newgard; Peter E Fischer; Mark Gestring; Holly N Michaels; Gregory J Jurkovich; E Brooke Lerner; Mary E Fallat; Theodore R Delbridge; Joshua B Brown; Eileen M Bulger
Journal:  J Trauma Acute Care Surg       Date:  2022-04-27       Impact factor: 3.697

8.  Dissemination of child abuse clinical decision support: Moving beyond a single electronic health record.

Authors:  Thomas McGinn; David A Feldstein; Isabel Barata; Emily Heineman; Joshua Ross; Dana Kaplan; Safiya Richardson; Barbara Knox; Amanda Palm; Francesca Bullaro; Nicholas Kuehnel; Linda Park; Sundas Khan; Benjamin Eithun; Rachel P Berger
Journal:  Int J Med Inform       Date:  2020-12-10       Impact factor: 4.730

9.  Identifying children exposed to maltreatment: a systematic review update.

Authors:  Jill R McTavish; Andrea Gonzalez; Nancy Santesso; Jennifer C D MacGregor; Chris McKee; Harriet L MacMillan
Journal:  BMC Pediatr       Date:  2020-03-07       Impact factor: 2.125

  9 in total

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