School of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN, United States.
Children's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States.
JMIR Hum Factors. 2024 Jun 11;11:e57239. doi: 10.2196/57239.
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.
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.
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.
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.
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.
过量用药致死审查(OFR)是制定社区预防过量用药策略的重要公共卫生工具。然而,OFR 小组每次只能审查少数几个案例,而这些案例通常只代表其管辖范围内总死亡人数的一小部分。这种有限的审查可能导致对当地过量用药模式的理解不全面,导致提出的政策建议不能完全满足更广泛的社区需求。
本研究探讨了通过数据仪表板增强传统 OFR 的潜力,该仪表板整合了导致过量用药的事件的可视化呈现,以突出预防机会。
我们进行了 2 次焦点小组讨论和一次 OFR 专家调查,以描述他们的信息需求并设计一个实时仪表板,该仪表板跟踪和衡量印第安纳州死者过去与服务的互动情况。专家(N=27)参与其中,提供了关于纳入必要数据特征的见解,并提供了反馈,以指导可视化的开发。
研究结果强调了显示死者与卫生服务(紧急医疗服务)和司法系统(监禁)互动的重要性。还强调了维护死者匿名性的重要性,特别是在小社区中,以及培训 OFR 成员数据解读的必要性。开发的仪表板总结了关键接触点指标,包括流行率、互动频率以及接触点和过量用药之间的时间间隔,数据可在县和州级别查看。在初步评估中,该仪表板因其全面的数据覆盖范围及其增强 OFR 建议和案例选择的潜力而受到好评。
印第安纳州接触点仪表板是第一个显示实时可视化效果的仪表板,将全州的行政和过量死亡数据联系起来。该资源为当地卫生官员和 OFR 提供了有关其社区中过量用药风险因素的及时、定量和时空洞察力,促进了数据驱动的干预和政策变化。然而,要将仪表板完全纳入 OFR 实践中,可能需要培训团队进行数据解读和决策。