The role of digital and algorithm-based alert systems in policing mental health crises: a scoping review
BackgroundThis scoping review explores how police and health care use digital and algorithm-based alert systems to flag individuals with mental illness. Eight studies were included, covering both police systems and health care-initiated systems to alert law enforcement.ResultThe findings suggest that digital and algorithm-based alert systems can support decision-making and improve police interactions with individuals experiencing mental health issues. However, in health care settings the systems are motivated by workplace safety concerns and in policing from an efficiency perspective, stressing collaborative crisis response between police and health care services. Additionally, information sharing and collaboration between police and health care services benefit from such technology. However, the use of these systems also raises ethical concerns and risks of potential stigmatization.ConclusionThe review highlights the importance of balancing efficiency and ethical consideration when implementing digital and algorithm-based alert systems in mental-health related policing. Thereto forthcoming studies need to consider if and how frontline policing will benefit from digital and algorithm-based alert systems.
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3
- 10.1176/appi.ps.60.3.351
- Mar 1, 2009
- Psychiatric Services
Use of Psychoactive Substances and Health Care in Response to Anxiety and Depressive Disorders
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5
- 10.1176/appi.ps.59.4.400
- Apr 1, 2008
- Psychiatric Services
Medical Clinic Characteristics and Access to Behavioral Health Services for Persons With HIV
- Research Article
89
- 10.1176/ajp.156.8.1250
- Aug 1, 1999
- American Journal of Psychiatry
Concern over rising health care costs has put pressure on providers to reduce costs, purportedly by reducing inpatient care and increasing outpatient care. Inpatient and outpatient claims were analyzed for adult users of mental health services (180,000/year on average) from a national study group of 3.9 million privately insured individuals per year from 1993 to 1995. Costs and treatment days per patient were compared across diagnostic groups and stratified by whether patients were hospitalized. Inpatient mental health costs fell $2,507 (30.4%) over the period, driven primarily by decreases in hospital days per patient per year (19.9%), with smaller changes in the proportion of enrollees who received inpatient care (increase of 0.8%) and a decrease in per diem costs (9.1%). Outpatient mental health costs also declined over the period, falling 13.6% for patients also using inpatient services and 14.6% for patients receiving only outpatient care. Patients whose primary diagnosis was mild to moderate depression saw the largest decreases in inpatient cost per patient (42.8%); those diagnosed with schizophrenia experienced the smallest decrease (23.5%). For patients using outpatient services only, those diagnosed with substance abuse experienced the largest decrease in costs (23.5%); those diagnosed with schizophrenia experienced the smallest decrease (8.6%). Substantial cost reductions for mental health services are primarily a result of reductions in inpatient and outpatient treatment days. Declines in inpatient service use were not accompanied by increases in outpatient service use, even for severely ill patients requiring hospitalization. Managed care has not caused a shift in the pattern of care but an overall reduction of care.
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47
- 10.1176/appi.ps.58.12.1533
- Dec 1, 2007
- Psychiatric Services
Measuring Trends in Mental Health Care Disparities, 2000 2004
- Discussion
3
- 10.1016/j.jpeds.2022.02.009
- Feb 10, 2022
- The Journal of Pediatrics
Mitigating the Impact of Coronavirus Disease-2019 on Child and Family Behavioral Health: Suggested Policy Approaches
- Research Article
6
- 10.1176/ps.2008.59.9.1004
- Sep 1, 2008
- Psychiatric Services
The Link Between Homeless Women's Mental Health and Service System Use
- Research Article
11
- 10.1176/appi.ps.60.5.580
- May 1, 2009
- Psychiatric Services
Focus on Transformation: A Public Health Model of Mental Health for the 21st Century
- Research Article
112
- 10.1542/peds.2010-0788e
- Jun 1, 2010
- Pediatrics
In 2004, the American Academy of Pediatrics (AAP) Board of Directors formed the Task Force on Mental Health and charged it with developing strategies to improve the quality of child and adolescent mental health* services in primary care. The task force acknowledged early in its deliberations that enhancing the mental health care that pediatricians and other primary care clinicians† provide to children and adolescents will require systemic interventions at the national, state, and community levels to improve the financing of mental health care and access to mental health specialty resources. Systemic strategies toward achieving these improvements are the subject of other publications of the task force: “ Strategies for System Change in Children's Mental Health: A Chapter Action Kit ” (chapter action kit),1 “Improving Mental Health Services in Primary Care: Reducing Administrative and Financial Barriers to Access and Collaboration,”2 and “Enhancing Pediatric Mental Health Care: Strategies for Preparing a Community.”3 The task force also recognized that enhanced mental health practice will require competencies not currently achieved by many primary care clinicians; in the policy statement “The Future of Pediatrics: Mental Health Competencies for Pediatric Primary Care,”4 the task force collaborated with the AAP Committee on Psychosocial Aspects of Child and Family Health to outline these competencies and propose strategies for achieving them. This report offers strategies for preparing the primary care practice itself for provision of enhanced mental health care services. The task force proposes incrementally applying chronic care principles to the care of children with mental health and substance abuse problems as primary care clinicians apply them to the care of children with chronic medical conditions such as asthma. Most primary care clinicians will find that significant gaps exist between their current practice and the proposed ideal. The task force offers guidance in … Address correspondence to Jane Meschan Foy, MD, Department of Pediatrics, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, NC 27157. E-mail: jmfoy{at}wfubmc.edu
- Research Article
16
- 10.1176/appi.ps.60.8.1051
- Aug 1, 2009
- Psychiatric Services
Perceived Need for Mental Health Care and Service Use Among Adults in Western Europe: Results of the ESEMeD Project
- Research Article
17
- 10.1111/acem.12054
- Jan 1, 2013
- Academic Emergency Medicine
The objective was to characterize the medical, social, and psychiatric correlates of frequent emergency department (ED) use among released prisoners with human immunodeficiency virus (HIV). Data on all ED visits by 151 released prisoners with HIV on antiretroviral therapy (ART) were prospectively collected for 12 months. Correlates of frequent ED use, defined as having two or more ED visits postrelease, were described using univariate and multivariate models and generated medical, psychiatric, and social multimorbidity indices. Forty-four (29%) of the 151 participants were defined as frequent ED users, accounting for 81% of the 227 ED visits. Frequent ED users were more likely than infrequent or nonusers to be female; have chronic medical illnesses that included seizures, asthma, and migraines; and have worse physical health-related quality of life (HRQoL). In multivariate Poisson regression models, frequent ED use was associated with lower physical HRQoL (odds ratio [OR] = 0.95, p = 0.02) and having not had prerelease discharge planning (OR = 3.16, p = 0.04). Frequent ED use was positively correlated with increasing psychiatric multimorbidity index values. Among released prisoners with HIV, frequent ED use is driven primarily by extensive comorbid medical and psychiatric illness. Frequent ED users were also less likely to have received prerelease discharge planning, suggesting missed opportunities for seamless linkages to care.
- Research Article
3
- 10.1176/ps.2008.59.8.860
- Aug 1, 2008
- Psychiatric Services
In April 2003 the Alberta government integrated specialized mental health services, formerly organized independently, with the health regions, which are responsible for general health services. The objective of this article is to determine whether the transfer was associated with an increase or decrease in the share of resources in the region allocated to mental health care relative to total spending for health care. The measure of the share for mental health care is the total costs for mental health care resources as a percentage of total health care spending. Resources and spending examined were those that were actually or potentially under the regions' control. Annual costs for mental health services in the province were obtained for a seven-year period (fiscal year [FY] 2000 through FY 2006) from provincial utilization records for all residents in the province. Unit costs were assigned to each visit. The trend in the share measure was plotted for each year. The share for mental health care increased overall from FY 2000 (7.6%) to FY 2003 (8.2%), but returned to pre-FY 2003 levels in the three years after the transfer (7.6%). Despite concerns expressed before the transfer by federal and provincial reports over the level of expenditures devoted to mental health care, the integration of mental health services with other health services did not result in an increase of the share for mental health care.
- Research Article
267
- 10.1002/j.2051-5545.2011.tb00022.x
- Jun 1, 2011
- World Psychiatry
A conceptual framework for the revision of the ICD‐10 classification of mental and behavioural disorders
- Research Article
3
- 10.1377/hlthaff.12.3.240
- Jan 1, 1993
- Health Affairs
Opportunities in mental health services research.
- Research Article
1
- 10.1176/appi.ps.57.5.692
- May 1, 2006
- Psychiatric Services
Perceived Effectiveness of Medications Among Mental Health Service Users With and Without Alcohol Dependence
- Discussion
24
- 10.1016/j.jadohealth.2009.06.001
- Jul 12, 2009
- Journal of Adolescent Health
Health Care Reform and Adolescents—An Agenda for the Lifespan: A Position Paper of the Society for Adolescent Medicine
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