Browsing by Author "Schwartz, Katherine"
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Item A classification system for youth outpatient behavioral health services billed to medicaid(Frontiers Media, 2024-02-05) Rodríguez, Gabriela M.; Pederson, Casey A.; Garcia, Dainelys; Schwartz, Katherine; Brown, Steven A.; Aalsma, Matthew C.; Psychiatry, School of MedicineRates of youth behavioral health concerns have been steadily rising. Administrative data can be used to study behavioral health service utilization among youth, but current methods that rely on identifying an associated behavioral health diagnosis or provider specialty are limited. We reviewed all procedure codes billed to Medicaid for youth in one U.S. county over a 10-year period. We identified 158 outpatient behavioral health procedure codes and classified them according to service type. This classification system can be used by health services researchers to better characterize youth behavioral health service utilization.Item Alliances to disseminate addiction prevention and treatment (ADAPT): A statewide learning health system to reduce substance use among justice-involved youth in rural communities(Elsevier, 2021) Aalsma, Matthew C.; Aarons, Gregory A.; Adams, Zachary W.; Alton, Madison D.; Boustani, Malaz; Dir, Allyson L.; Embi, Peter J.; Grannis, Shaun; Hulvershorn, Leslie A.; Huntsinger, Douglas; Lewis, Cara C.; Monahan, Patrick; Saldana, Lisa; Schwartz, Katherine; Simon, Kosali I.; Terry, Nicolas; Wiehe, Sarah E.; Zapolski, Tamika C. B.; Pediatrics, School of MedicineBackground: Youth in the justice system (YJS) are more likely than youth who have never been arrested to have mental health and substance use problems. However, a low percentage of YJS receive SUD services during their justice system involvement. The SUD care cascade can identify potential missed opportunities for treatment for YJS. Steps along the continuum of the cascade include identification of treatment need, referral to services, and treatment engagement. To address gaps in care for YJS, we will (1) implement a learning health system (LHS) to develop, or improve upon, alliances between juvenile justice (JJ) agencies and community mental health centers (CMHC) and (2) present local cascade data during continuous quality improvement cycles within the LHS alliances. Methods/design: ADAPT is a hybrid Type II effectiveness implementation trial. We will collaborate with JJ and CMHCs in eight Indiana counties. Application of the EPIS (exploration, preparation, implementation, and sustainment) framework will guide the implementation of the LHS alliances. The study team will review local cascade data quarterly with the alliances to identify gaps along the continuum. The study will collect self-report survey measures longitudinally at each site regarding readiness for change, implementation climate, organizational leadership, and program sustainability. The study will use the Stages of Implementation Completion (SIC) tool to assess the process of implementation across interventions. Additionally, the study team will conduct focus groups and qualitative interviews with JJ and CMHC personnel across the intervention period to assess for impact. Discussion: Findings have the potential to increase SUD need identification, referral to services, and treatment for YJS.Item Attitudes toward and training in medications for opioid use disorders: a descriptive analysis among employees in the youth legal system and community mental health centers(Springer Nature, 2024-06-21) O’Reilly, Lauren M.; Schwartz, Katherine; Brown, Steven A.; Dir, Allyson; Gillenwater, Logan; Adams, Zachary; Zapolski, Tamika; Hulvershorn, Leslie A.; Aalsma, Matthew; Pediatrics, School of MedicineBackground: Research demonstrates gaps in medications for opioid use disorder uptake (MOUDs; methadone, buprenorphine, and naltrexone) especially among adolescents. These gaps may be partly attributable to attitudes about and training in MOUDs among youth-serving professionals. We extended prior research by conducting descriptive analyses of attitudes regarding effectiveness and acceptability of MOUDs, as well as training in MOUDs, among youth legal system (YLS) employees and community mental health center (CMHC) personnel who interface professionally with youth. Methods: Using survey data from participants (n = 181) recruited from eight Midwest counties, we examined: (1) differences in MOUD attitudes/training by MOUD type and (2) by respondent demographics, and (3) prediction of MOUD attitudes/training by participant-reported initiatives to implement evidence-based practices (EBPs), workplace culture around EBPs, and workplace stress. Attitudes and training were measured in reference to five MOUD types (methadone, oral buprenorphine, injectable buprenorphine, oral naltrexone, injectable naltrexone) on three subscales (effectiveness, acceptability, training). Results: Wilcoxon signed-rank tests demonstrated that most outcomes differed significantly by MOUD type (differences observed among 22 of 30 tests). Kruskal-Wallis tests suggested MOUD differences based on demographics. For methadone, CMHC providers endorsed greater perceived effectiveness than YLS providers and age explained significant differences in perceived effectiveness. For buprenorphine, CHMC providers viewed oral or injectable buprenorphine as more effective than YLS employees, respondents from more rural counties viewed oral buprenorphine as more effective than those from less rural counties, and age explained differences in perceived effectiveness. For naltrexone, perceived gender differed by gender. Hierarchical ordinal logistic regression analysis did not find an association between personal initiatives to implement EBPs, workplace culture supporting EBPs, or workplace stress and effectiveness or acceptability of MOUDs. However, personal initiatives to implement EBPs was associated with training in each MOUD. Conclusions: These results highlight a few key findings: effectiveness/acceptability of and training in MOUDs largely differ by MOUD type; setting, rurality, age, gender, and education explain group differences in perceived effectiveness of and training in MOUDs; and implementing EBPs is associated with training in MOUDs. Future research would benefit from examining what predicts change in MOUD attitudes longitudinally.Item Clinician Willingness to Prescribe Medications for Opioid Use Disorder to Adolescents in Indiana(American Medical Association, 2024-09-03) Aalsma, Matthew C.; Bell, Lauren A.; Schwartz, Katherine; Ouyang, Fangqian; Kolak, Marynia; Monahan, Patrick O.; Mermelstein, Sharon P.; Carson, Ian; Hulvershorn, Leslie A.; Adams, Zachary W.; Psychiatry, School of MedicineImportance: Prescribing medications for opioid use disorders (MOUD), including buprenorphine, naltrexone, and methadone, to adolescents remains an underused evidence-based strategy for reducing harms associated with opioid use. Objective: To identify potential associations between clinician- and community-level characteristics regarding clinicians' self-reported willingness to prescribe MOUD to adolescents. Design, setting, and participants: This cross-sectional study included a phone survey of Indiana clinicians and spatial analysis of community-level characteristics. Clinicians were eligible for inclusion in analyses if actively providing health care and listed on the Buprenorphine Practitioner Locator website, a publicly available national registry of clinicians possessing a waiver to legally prescribe buprenorphine (ie, waivered clinicians). Exposures: Community-level characteristics, including total population, rurality or urbanicity, percentage with incomes below the federal poverty line, and racial or ethnic makeup. Main outcomes and measures: Clinicians were asked about their willingness to prescribe MOUD to adolescents younger than 18 years if clinically indicated. Responses were recorded as no, yes, or yes with conditions. Results: Among the 871 clinicians listed on the website as of July 2022, 832 were eligible for inclusion and contacted by phone. Among waivered clinicians, 759 (91.2%) reported being unwilling to prescribe MOUD to adolescents, 73 clinicians (8.8%) reported willingness to prescribe MOUD to adolescents, and only 24 (2.9%) would do so without conditions. A multivariable logistic regression model including spatially lagged community-level variables showed that, among areas with waivered clinicians, clinicians practicing in more populated areas were significantly less likely to prescribe to adolescents (β = 0.65; 95% CI, 0.49-0.87; P = .003). Similarly, those in more rural areas were significantly more likely to prescribe to adolescents (β = 1.27; 95% CI, 1.02-1.58; P = .03). Variation in clinician willingness to prescribe was not explained by other community-level characteristics. Among all waivered clinicians, advanced practice clinicians were less likely than physicians to report willingness to prescribe (β = 0.58; 95% CI, 0.35-0.97; P = .04), as were physicians without any specialty training relevant to MOUD prescribing when compared with family medicine clinicians (β = 0.40; 95% CI, 0.18-0.89; P = .03). A small subgroup of waivered clinicians had training in pediatrics (13 clinicians [1.6%]), and none were willing to prescribe MOUD to adolescents. Conclusions and relevance: From this cross-sectional study, it appears that Indiana adolescents continued to face gaps in access to MOUD treatment, despite its well-established efficacy. Programs that support primary care practitioners, including family medicine clinicians and pediatricians, in safe and appropriate use of MOUD in adolescents may bridge these gaps.Item Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach(JMIR, 2024-06-11) Salvi, Amey; Gillenwater, Logan A.; Cockrum, Brandon P.; Wiehe, Sarah E.; Christian, Kaitlyn; Cayton, John; Bailey, Timothy; Schwartz, Katherine; Dir, Allyson L.; Ray, Bradley; Aalsma, Matthew C.; Reda, Khairi; Pediatrics, School of MedicineBackground: Overdose Fatality Review (OFR) is an important public health tool for shaping overdose prevention strategies in communities. However, OFR teams review only a few cases at a time, which typically represent a small fraction of the total fatalities in their jurisdiction. Such limited review could result in a partial understanding of local overdose patterns, leading to policy recommendations that do not fully address the broader community needs. Objective: This study explored the potential to enhance conventional OFRs with a data dashboard, incorporating visualizations of touchpoints-events that precede overdoses-to highlight prevention opportunities. Methods: We conducted 2 focus groups and a survey of OFR experts to characterize their information needs and design a real-time dashboard that tracks and measures decedents' past interactions with services in Indiana. Experts (N=27) were engaged, yielding insights on essential data features to incorporate and providing feedback to guide the development of visualizations. Results: The findings highlighted the importance of showing decedents' interactions with health services (emergency medical services) and the justice system (incarcerations). Emphasis was also placed on maintaining decedent anonymity, particularly in small communities, and the need for training OFR members in data interpretation. The developed dashboard summarizes key touchpoint metrics, including prevalence, interaction frequency, and time intervals between touchpoints and overdoses, with data viewable at the county and state levels. In an initial evaluation, the dashboard was well received for its comprehensive data coverage and its potential for enhancing OFR recommendations and case selection. Conclusions: The Indiana touchpoints dashboard is the first to display real-time visualizations that link administrative and overdose mortality data across the state. This resource equips local health officials and OFRs with timely, quantitative, and spatiotemporal insights into overdose risk factors in their communities, facilitating data-driven interventions and policy changes. However, fully integrating the dashboard into OFR practices will likely require training teams in data interpretation and decision-making.Item Early development of local data dashboards to depict the substance use care cascade for youth involved in the legal system: qualitative findings from end users(Springer Nature, 2024-05-30) Dir, Allyson L.; O’Reilly, Lauren; Pederson, Casey; Schwartz, Katherine; Brown, Steven A.; Reda, Khairi; Gillenwater, Logan; Gharbi, Sami; Wiehe, Sarah E.; Adams, Zachary W.; Hulvershorn, Leslie A.; Zapolski, Tamika C. B.; Boustani, Malaz; Aalsma, Matthew C.; Psychiatry, School of MedicineIntroduction: Rates of substance use are high among youth involved in the legal system (YILS); however, YILS are less likely to initiate and complete substance use treatment compared to their non legally-involved peers. There are multiple steps involved in connecting youth to needed services, from screening and referral within the juvenile legal system to treatment initiation and completion within the behavioral health system. Understanding potential gaps in the care continuum requires data and decision-making from these two systems. The current study reports on the development of data dashboards that integrate these systems' data to help guide decisions to improve substance use screening and treatment for YILS, focusing on end-user feedback regarding dashboard utility. Methods: Three focus groups were conducted with n = 21 end-users from juvenile legal systems and community mental health centers in front-line positions and in decision-making roles across 8 counties to gather feedback on an early version of the data dashboards; dashboards were then modified based on feedback. Results: Qualitative analysis revealed topics related to (1) important aesthetic features of the dashboard, (2) user features such as filtering options and benchmarking to compare local data with other counties, and (3) the centrality of consistent terminology for data dashboard elements. Results also revealed the use of dashboards to facilitate collaboration between legal and behavioral health systems. Conclusions: Feedback from end-users highlight important design elements and dashboard utility as well as the challenges of working with cross-system and cross-jurisdiction data.Item The Experience, Impact, and Management of Professional Burnout Among Probation Officers in Juvenile Justice Settings(Taylor and Francis, 2015) Salyers, Michelle P.; Hood, Brittany J.; Schwartz, Katherine; Alexander, Andrew O.; Aalsma, Matthew C.; Department of Psychology, IU School of ScienceLittle is known about the experience of professional burnout among juvenile probation officers. Following a statewide survey, 26 officers were randomly selected for qualitative interviews. Using emergent, consensus-based methods, we identified key aspects of the burnout experience. Officers described burnout in ways consistent with research definitions. Most probation officers identified negative effects of burnout, including spending less time getting to know the clients and becoming more directive. Probation officers tended to have limited strategies for managing burnout. Given the important role probation officers play in the lives of juvenile justice involved youth, more work is needed to help ameliorate burnout.Item Improving police officer and justice personnel attitudes and de-escalation skills: A pilot study of Policing the Teen Brain(Taylor & Francis, 2018) Aalsma, Matthew C.; Schwartz, Katherine; Tu, Wanzhu; Pediatrics, School of MedicineThis pilot study assessed whether police officers and juvenile justice personnel reported improved attitudes toward youth and knowledge about de-escalation skills after attending Policing the Teen Brain, a training created to prevent arrests by improving officer-youth interactions. Pre- and post-intervention surveys asked about participant attitudes toward adolescents, adolescence as a stressful stage, and punishing youth in the justice system. Among the 232 participants, paired sample t-tests indicated significant differences between mean pre- and post-survey responses on nearly all survey subscales. A hierarchical regression model significantly predicted improvement in knowledge, with educated, female participants most likely to improve knowledge of de-escalation skills.Item Mortality of Youth Offenders Along a Continuum of Justice System Involvement(Elsevier, 2016-03) Aalsma, Matthew C.; Lau, Katherine S. L.; Perkins, Anthony J.; Schwartz, Katherine; Tu, Wanzhu; Wiehe, Sarah E.; Monahan, Patrick; Rosenman, Marc B.; Department of Pediatrics, IU School of MedicineIntroduction Black male youth are at high risk of homicide and criminal justice involvement. This study aimed to determine how early mortality among youth offenders varies based on race; gender; and the continuum of justice system involvement: arrest, detention, incarceration, and transfer to adult courts. Methods Criminal and death records of 49,479 youth offenders (ages 10–18 years at first arrest) in Marion County, Indiana, from January 1, 1999, to December 31, 2011, were examined. Statistical analyses were completed in November 2014. Results From 1999 to 2011 (aggregate exposure, 386,709 person-years), 518 youth offender deaths occurred. The most common cause of death was homicide (48.2%). The mortality rate of youth offenders was nearly 1.5 times greater than that among community youth (standardized mortality ratio, 1.48). The youth offender mortality rate varied depending on the severity of justice system involvement. Arrested youth had the lowest rate of mortality (90/100,000), followed by detained youth (165/100,000); incarcerated youth (216/100,000); and youth transferred to adult court (313/100,000). A proportional hazards model demonstrated that older age, male gender, and more severe justice system involvement 5 years post-arrest predicted shorter time to mortality. Conclusions Youth offenders face greater risk for early death than community youth. Among these, black male youth face higher risk of early mortality than their white male counterparts. However, regardless of race/ethnicity, mortality rates for youth offenders increase as youth involvement in the justice system becomes more protracted and severe. Thus, justice system involvement is a significant factor to target for intervention.Item Motivating compliance: Juvenile probation officer strategies and skills(Taylor & Francis, 2017) Schwartz, Katherine; Alexander, Andrew O.; Lau, Katherine S. L.; Holloway, Evan D.; Aalsma, Matthew C.; Department of Pediatrics, School of MedicineJuvenile probation officers aim to improve youth compliance with probation conditions, but questions remain about how officers motivate youth. The study’s purpose was to determine which officer-reported probation strategies (client-centered vs. confrontational) were associated with their use of evidence-based motivational interviewing skills. Officers (N = 221) from 18 Indiana counties demonstrated motivational interviewing skills by responding to scenarios depicting issues common to youth probationers. Results of a hierarchical multiple regression analysis indicated that, while officer endorsement of client-centered strategies was not associated with differential use of motivational interviewing skills, officers endorsing confrontational strategies were less likely to demonstrate motivational interviewing skills.