Literature DB >> 23412882

Identifying suicidal behavior among adolescents using administrative claims data.

S Todd Callahan1, D Catherine Fuchs, Richard C Shelton, Leanne S Balmer, Judith A Dudley, Patricia S Gideon, Michelle M Deranieri, Shannon M Stratton, Candice L Williams, Wayne A Ray, William O Cooper.   

Abstract

PURPOSE: To assess the safety of psychotropic medication use in children and adolescents, it is critical to be able to identify suicidal behaviors from medical claims data and distinguish them from other injuries. The purpose of this study was to develop an algorithm using administrative claims data to identify medically treated suicidal behavior in a cohort of children and adolescents.
METHODS: The cohort included 80,183 youth (6-18 years) enrolled in Tennessee's Medicaid program from 1995-2006 who were prescribed antidepressants. Potential episodes of suicidal behavior were identified using external cause-of-injury codes (E-codes) and ICD-9-CM codes corresponding to the potential mechanisms of or injuries resulting from suicidal behavior. For each identified episode, medical records were reviewed to determine if the injury was self-inflicted and if intent to die was explicitly stated or could be inferred.
RESULTS: Medical records were reviewed for 2676 episodes of potential self-harm identified through claims data. Among 1162 episodes that were classified as suicidal behavior, 1117 (96%) had a claim for suicide and self-inflicted injury, poisoning by drugs, or both. The positive predictive value of code groups to predict suicidal behavior ranged from 0-88% and improved when there was a concomitant hospitalization but with the limitation of excluding some episodes of confirmed suicidal behavior.
CONCLUSIONS: Nearly all episodes of confirmed suicidal behavior in this cohort of youth included an ICD-9-CM code for suicide or poisoning by drugs. An algorithm combining these ICD-9-CM codes and hospital stay greatly improved the positive predictive value for identifying medically treated suicidal behavior.
Copyright © 2013 John Wiley & Sons, Ltd.

Entities:  

Keywords:  administrative claims; adolescence; pharmacoepidemiology; suicidal behavior

Mesh:

Substances:

Year:  2013        PMID: 23412882      PMCID: PMC3785233          DOI: 10.1002/pds.3421

Source DB:  PubMed          Journal:  Pharmacoepidemiol Drug Saf        ISSN: 1053-8569            Impact factor:   2.890


  15 in total

Review 1.  A systematic review of validated methods for identifying suicide or suicidal ideation using administrative or claims data.

Authors:  James T Walkup; Lisa Townsend; Stephen Crystal; Mark Olfson
Journal:  Pharmacoepidemiol Drug Saf       Date:  2012-01       Impact factor: 2.890

Review 2.  Self-harm and suicide in adolescents.

Authors:  Keith Hawton; Kate E A Saunders; Rory C O'Connor
Journal:  Lancet       Date:  2012-06-23       Impact factor: 79.321

3.  Suicidal thoughts and behavior with antidepressant treatment: reanalysis of the randomized placebo-controlled studies of fluoxetine and venlafaxine.

Authors:  Robert D Gibbons; C Hendricks Brown; Kwan Hur; John Davis; J John Mann
Journal:  Arch Gen Psychiatry       Date:  2012-06

4.  Columbia Classification Algorithm of Suicide Assessment (C-CASA): classification of suicidal events in the FDA's pediatric suicidal risk analysis of antidepressants.

Authors:  Kelly Posner; Maria A Oquendo; Madelyn Gould; Barbara Stanley; Mark Davies
Journal:  Am J Psychiatry       Date:  2007-07       Impact factor: 18.112

5.  Strategies to improve external cause-of-injury coding in state-based hospital discharge and emergency department data systems: recommendations of the CDC Workgroup for Improvement of External Cause-of-Injury Coding.

Authors:  Joseph L Annest; Lois A Fingerhut; Susan S Gallagher; David C Grossman; Holly Hedegaard; Renee L Johnson; Mel Kohn; Donna Pickett; Karen E Thomas; Roger B Trent
Journal:  MMWR Recomm Rep       Date:  2008-03-28

6.  National trends in hospitalization of youth with intentional self-inflicted injuries.

Authors:  Mark Olfson; Marc J Gameroff; Steven C Marcus; Ted Greenberg; David Shaffer
Journal:  Am J Psychiatry       Date:  2005-07       Impact factor: 18.112

7.  Poison exposure and outcome of children admitted to a pediatric emergency department.

Authors:  Yan-Ren Lin; Tung-Kung Wu; Tzu-An Liu; Chu-Chung Chou; Han-Ping Wu
Journal:  World J Pediatr       Date:  2011-05-15       Impact factor: 2.764

8.  Emergency department observation of poisoned patients: how long is necessary?

Authors:  J E Hollander; G McCracken; S Johnson; S M Valentine; R D Shih
Journal:  Acad Emerg Med       Date:  1999-09       Impact factor: 3.451

9.  Suicide acts in 8 states: incidence and case fatality rates by demographics and method.

Authors:  R S Spicer; T R Miller
Journal:  Am J Public Health       Date:  2000-12       Impact factor: 9.308

10.  Suicide attempts in children and adolescents.

Authors:  B D Garfinkel; A Froese; J Hood
Journal:  Am J Psychiatry       Date:  1982-10       Impact factor: 18.112

View more
  20 in total

1.  Positive Predictive Value of Administrative Data for Neonatal Abstinence Syndrome.

Authors:  Faouzi I Maalouf; William O Cooper; Shannon M Stratton; Judith A Dudley; Jean Ko; Anamika Banerji; Stephen W Patrick
Journal:  Pediatrics       Date:  2018-12-04       Impact factor: 7.124

2.  Problem-Solving Coping and Social Support as Mediators of Academic Stress and Suicidal Ideation Among Malaysian and Indian Adolescents.

Authors:  Aqeel Khan; Abdul Rahim Hamdan; Roslee Ahmad; Mohamed Sharif Mustaffa; Salwa Mahalle
Journal:  Community Ment Health J       Date:  2016-02

3.  Trends in Pediatric Emergency Department Visits for Mental Health Conditions and Disposition by Presence of a Psychiatric Unit.

Authors:  Gretchen J Cutler; Jonathan Rodean; Bonnie T Zima; Stephanie K Doupnik; Alicia L Zagel; Kelly R Bergmann; Jennifer A Hoffmann; Mark I Neuman
Journal:  Acad Pediatr       Date:  2019-06-05       Impact factor: 3.107

4.  Comment on: "Mixed Approach Retrospective Analyses of Suicide and Suicidal Ideation for Brand Compared with Generic Central Nervous System Drugs".

Authors:  Courtney M Suggs; Robert L Levin; Andrew D Mosholder; Richard S Swain; Liang Zhao
Journal:  Drug Saf       Date:  2018-12       Impact factor: 5.606

5.  How complete are E-codes in commercial plan claims databases?

Authors:  Christine Y Lu; Christine Stewart; Ameena T Ahmed; Brian K Ahmedani; Karen Coleman; Laurel A Copeland; Enid M Hunkeler; Matthew D Lakoma; Jeanne M Madden; Robert B Penfold; Donna Rusinak; Fang Zhang; Stephen B Soumerai
Journal:  Pharmacoepidemiol Drug Saf       Date:  2014-02       Impact factor: 2.890

6.  Health Care Utilization and Spending for Children With Mental Health Conditions in Medicaid.

Authors:  Stephanie K Doupnik; Jonathan Rodean; James Feinstein; James C Gay; Julia Simmons; Jessica L Bettenhausen; Jessica L Markham; Matt Hall; Bonnie T Zima; Jay G Berry
Journal:  Acad Pediatr       Date:  2020-02-02       Impact factor: 3.107

7.  Antidepressants and suicide attempts in children.

Authors:  William O Cooper; S Todd Callahan; Ayumi Shintani; D Catherine Fuchs; Richard C Shelton; Judith A Dudley; Amy J Graves; Wayne A Ray
Journal:  Pediatrics       Date:  2014-01-06       Impact factor: 7.124

8.  Suicidal behavior-related hospitalizations among pregnant women in the USA, 2006-2012.

Authors:  Qiu-Yue Zhong; Bizu Gelaye; Matthew Miller; Gregory L Fricchione; Tianxi Cai; Paula A Johnson; David C Henderson; Michelle A Williams
Journal:  Arch Womens Ment Health       Date:  2015-12-18       Impact factor: 3.633

9.  Readmissions after Pediatric Hospitalization for Suicide Ideation and Suicide Attempt.

Authors:  Stephanie Doupnik; Jonathan Rodean; Bonnie T Zima; Tumaini R Coker; Diana Worsley; Kris P Rehm; James C Gay; Matt Hall; Steve Marcus
Journal:  J Hosp Med       Date:  2018-11       Impact factor: 2.960

10.  Variation in the 12-Month Treatment Trajectories of Children and Adolescents After a Diagnosis of Depression.

Authors:  Nina R Joyce; Megan S Schuler; Scott E Hadland; Laura A Hatfield
Journal:  JAMA Pediatr       Date:  2018-01-01       Impact factor: 16.193

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.