Abstract
Background
Violent injury is the second most common cause of death among 15- to 24-year olds
in the US. Up to 58% of violently injured youth return to the hospital with a second
violent injury. Hospital-based violence intervention programs (HVIPs) have been shown
to reduce injury recidivism through intensive case management. However, no validated
guidelines for risk assessment strategies in the HVIP setting have been reported.
We aimed to use qualitative methods to investigate the key components of risk assessments
employed by HVIP case managers and to propose a risk assessment model based on this
qualitative analysis.
Materials and methods
An established academic hospital-affiliated HVIP served as the nexus for this research.
Thematic saturation was reached with 11 semi-structured interviews and two focus groups
conducted with HVIP case managers and key informants identified through snowball sampling.
Interactions were analyzed by a four-member team using Nvivo 10, employing the constant
comparison method. Risk factors identified were used to create a set of models presented
in two follow-up HVIP case managers and leadership focus groups.
Results
Eighteen key themes within seven domains (environment, identity, mental health, behavior,
conflict, indicators of lower risk, and case management) and 141 potential risk factors
for use in the risk assessment framework were identified. The most salient factors
were incorporated into eight models that were presented to the HVIP case managers.
A 29-item algorithmic structured professional judgment model was chosen.
Conclusions
We identified four tiers of risk factors for violent reinjury that were incorporated
into a proposed risk assessment instrument, VRRAI.
Keywords
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Journal of Surgical ResearchAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- National Vital Statistics Reports. 65. 2016 (Available at: https://www.cdc.gov/nchs/data/nvsr/nvsr65/nvsr65_05.pdf)
- Repeat injuries in an inner city population–Philadelphia, 1987-1988.MMWR Morb Mortal Wkly Rep. 1990; 39: 1-3
- Recurrent intentional injury.J Natl Med Assoc. 1992; 84: 431-435
- Risk factors for recurrent violent injury among black men.J Surg Res. 2016; 204: 261-266
- Modeling Contagion through social networks to Explain and Predict gunshot violence in Chicago, 2006 to 2014.JAMA Intern Med. 2017; 177: 326-333
- Hospital-based violence intervention programs work.J Trauma. 2006; 61 (discussion 537-540): 534-537
- Brief violence interventions with community case management services are effective for high-risk trauma patients.J Trauma. 2011; 71 (discussion 236-227): 228-236
- Effectiveness of a mentor-implemented, violence prevention intervention for assault-injured youths presenting to the emergency department: results of a randomized trial.Pediatrics. 2008; 122: 938-946
- The effectiveness of an ED-based violence prevention program.Am J Emerg Med. 2006; 24: 8-13
- Understanding the potential of teachable moments: the case of smoking cessation.Health Educ Res. 2003; 18: 156-170
- Youth violence: a report from the surgeon general.2000 (Washington, D.C. Available at: https://www.ncbi.nlm.nih.gov/pubmed/20669522)
- Hospital-based violence intervention: risk reduction resources that are essential for success.J Trauma Acute Care Surg. 2013; 74 (discussion 980-972): 976-980
- Passing the torch: evaluating exportability of a violence intervention program.Am J Surg. 2013; 206: 223-228
- The predictive validity of risk assessment with violent young offenders.Crim Justice Behav. 2003; 30: 688-708
- Risk assessment in intimate partner violence: a systematic review of contemporary approaches.Partner Abuse. 2013; 4: 76-168
- Where do we go from here? Interim analysis to forge ahead in violence prevention.J Trauma. 2009; 67: 1169-1175
Thompson NJ, M. H. in Centers for disease control and prevention; National center for injury prevention and control.
Thornton TN, C. C., Dahlberg LL, Lynch BS, baer K. in centers for disease control and prevention; National center for injury prevention and control.
- A decade of hospital-based violence intervention: benefits and shortcomings.J Trauma Acute Care Surg. 2016; 81: 1156-1161
- Saving lives and saving money: hospital-based violence intervention is cost-effective.J Trauma Acute Care Surg. 2015; 78 (discussion 257-258): 252-257
- Hospital-based violence intervention programs save lives and money.J Trauma Acute Care Surg. 2013; 75: 331-333
- Snowball sampling.Ann Math Stat. 1961; 32: 148-170
- The Discovery of grounded theory: strategies for qualitative research.Aldine, Chicago1967
- Qualitative data analysis: an Expanded Sourcebook.2nd ed. Sage, Thousand Oaks, CA1994
- Qualitative data analysis for health services research: developing taxonomy, themes, and theory.Health Serv Res. 2007; 42: 1758-1772
- Towards better clinical prediction models: seven steps for development and an ABCD for validation.Eur Heart J. 2014; 35: 1925-1931
- Handbook of violence risk assessment.Routledge, New York2010
- An indepth actuarial assessment for wife assault recidivism: the Domestic Violence Risk Appraisal Guide.Law Hum Behav. 2008; 32: 150-163
- Assessing the risk of domestic violence reoffending: a validation study.Law Hum Behav. 2004; 28: 437-455
- A scale for measuring propensity for abusiveness.J Fam Violence. 1995; 10: 203-221
- Nursing assessment for risk of homicide with battered women.ANS Adv Nurs Sci. 1986; 8: 36-51
- Criminal correlates of injury-related emergency department recidivism.J Emerg Med. 2007; 32: 141-147
- A population-based study of trauma recidivism.J Trauma. 1998; 45 (discussion 331-322): 325-331
- Characteristics of the trauma recidivist: an exploratory descriptive study.J Emerg Nurs. 2001; 27: 340-346
- Urban trauma: a chronic recurrent disease.J Trauma. 1989; 29 (discussion 946-947): 940-946
- The Spousal Assault Risk Assessment (SARA) Guide: reliability and validity in adult male offenders.Law Hum Behav. 2000; 24: 101-118
- Repeat victims of violence: report of a large concurrent case-control study.Arch Surg. 2000; 135: 837-843
- Repeat victims of violence in an urban trauma center.Violence Vict. 1995; 10: 183-194
- Code of the street: decency, violence, and the moral life of the inner city.1st ed. W.W Norton, New York1999
- The experience of violent injury for young African-American men: the meaning of being a “sucker”.J Gen Intern Med. 1996; 11: 77-82
- Pathways to recurrent trauma among young Black men: traumatic stress, substance use, and the “code of the street”.Am J Public Health. 2005; 95: 816-824
- Drug use, drug trafficking, and weapon carrying among low-income, African-American, early adolescent boys.Pediatrics. 1994; 93: 1065-1072
- Community violence exposure in young adults.Trauma Violence Abuse. 2003; 4: 210-227
- Adolescent assault victim needs: a review of issues and a model protocol. American Academy of Pediatrics Task Force on Adolescent Assault Victim Needs.Pediatrics. 1996; 98: 991-1001
- Punishment and inequality in America.Russell Sage, New York2006
- Race, crime and the pool of Surplus Criminality: or Why the war on drugs was a war on blacks.J Gend Race Justice. 2002; 6: 381-446
- Unfair by design: the war on drugs, Race, and the Legitimacy of the Criminal Justice system.Soc Res. 2006; 73: 445-472
- The new Jim Crow: mass incarceration in the age of colorblindness.Rev. edn. New Press; Distributed by Perseus Distribution, New York2011
- Sort of Homecoming: incarceration and the housing security of urban men.Soc Sci Res. 2011; 40: 1196-1213
- Residential Mobility and adolescent violence.Soc Forces. 2005; 84: 361-374
- The nexus: homelessness and incarceration in two American Cities.Ethnography. 2002; 3: 500-534
- Companions in crime: the social aspects of criminal conduct.University Press, Cambridge2002
- Violent offending and victimization in Adolescence: social network mechanisms and Homophily*.Criminology. 2016; 54: 487-519
- Friendship networks and delinquency: The relative nature of peer delinquency.J Quant Criminol. 2002; 18: 99-134
- Error, bias and validity in qualitative research.Educ Action Res. 1997; 5: 172-176
Article info
Publication history
Published online: May 11, 2017
Accepted:
May 5,
2017
Received in revised form:
March 14,
2017
Received:
February 9,
2017
Identification
Copyright
© 2017 Elsevier Inc. All rights reserved.