背景:药物的巨大后果包括自杀,交通事故,暴力,影响个人,家庭,社会,和国家。因此,有必要不断确定和监测在校青年的药物滥用率。地理空间仪表板对于在决策支持系统中监测药物滥用和相关犯罪发生率至关重要。
目的:本文主要致力于开发MyAsriGeo,为学校学生量身定制的地理空间药物滥用风险评估和监测仪表板。它引入了创新的功能,使用多元学生数据无缝协调药物滥用使用模式和风险评估。
方法:在本研究中,基于敏捷方法和原型设计,设计和开发了用于监测和分析的地理空间药物滥用仪表板。使用焦点小组和访谈,我们首先检查并收集了要求,反馈,和用户对MyAsriGeo仪表板的批准。专家和利益相关者,如国家禁毒局,警察,联邦城乡规划部,学校讲师,学生,研究人员也是做出回应的人之一。共有20名专家参与了仪表板试点和最终版本的需求分析和验收评估。评估试图确定用户接受的各个方面,例如易用性和实用性,对于试点和最终版本,以及基于研究后系统可用性问卷和任务技术拟合模型的2个其他因素,用于评估最终版本的界面质量和仪表板充分性。
结果:MyAsriGeo地理空间仪表板旨在满足所有用户类型的需求,通过需求收集过程确定。它包括几个关键功能,例如显示药物滥用高风险区域位置的地理空间地图,学生药物滥用数据,评估不同地区药物滥用风险的工具,人口统计信息,和自我问题测试。还包括酒精,吸烟,和物质参与筛查测试及其风险评估,以帮助用户理解和解释学生风险的结果。仪表板的初始原型和最终版本由20名专家进行了评估,这显示了易用性(P=0.047)和有用性(P=0.02)因素的显着改善,并显示了易用性的高接受平均得分(4.2),有用性(4.46),接口质量(4.29),充足(4.13)。
结论:MyAsriGeo地理空间仪表板可用于监测和分析马来西亚在校青少年的药物滥用情况。它是根据各种利益攸关方的需求开发的,包括一系列职能。仪表板由一组专家进行了评估。总的来说,MyAsriGeo地理空间仪表板是帮助利益攸关方理解和应对青年药物滥用问题的宝贵资源。
BACKGROUND: The enormous consequences of drugs include suicides, traffic accidents, and violence, affecting the individual, family, society, and country. Therefore, it is necessary to constantly identify and monitor the drug abuse rate among school-going youth. A geospatial dashboard is vital for the monitoring of drug abuse and related crime incidence in a decision support system.
OBJECTIVE: This paper mainly focuses on developing MyAsriGeo, a geospatial drug abuse risk assessment and monitoring dashboard tailored for school students. It introduces innovative functionality, seamlessly orchestrating the assessment of drug abuse usage patterns and risks using multivariate student data.
METHODS: A geospatial drug abuse dashboard for monitoring and analysis was designed and developed in this study based on agile methodology and prototyping. Using focus group and interviews, we first examined and gathered the requirements, feedback, and user approval of the MyAsriGeo dashboard. Experts and stakeholders such as the National Anti-Drugs Agency, police, the Federal Department of Town and Country Planning, school instructors, students, and researchers were among those who responded. A total of 20 specialists were involved in the requirement analysis and acceptance evaluation of the pilot and final version of the dashboard. The evaluation sought to identify various user acceptance aspects, such as ease of use and usefulness, for both the pilot and final versions, and 2 additional factors based on the Post-Study System Usability Questionnaire and Task-Technology Fit models were enlisted to assess the interface quality and dashboard sufficiency for the final version.
RESULTS: The MyAsriGeo geospatial dashboard was designed to meet the needs of all user types, as identified through a requirement gathering process. It includes several key functions, such as a geospatial map that shows the locations of high-risk areas for drug abuse, data on drug abuse among students, tools for assessing the risk of drug abuse in different areas, demographic information, and a self-problem test. It also includes the Alcohol, Smoking, and Substance Involvement Screening Test and its risk assessment to help users understand and interpret the results of student risk. The initial prototype and final version of the dashboard were evaluated by 20 experts, which revealed a significant improvement in the ease of use (P=.047) and usefulness (P=.02) factors and showed a high acceptance mean scores for ease of use (4.2), usefulness (4.46), interface quality (4.29), and sufficiency (4.13).
CONCLUSIONS: The MyAsriGeo geospatial dashboard is useful for monitoring and analyzing drug abuse among school-going youth in Malaysia. It was developed based on the needs of various stakeholders and includes a range of functions. The dashboard was evaluated by a group of experts. Overall, the MyAsriGeo geospatial dashboard is a valuable resource for helping stakeholders understand and respond to the issue of drug abuse among youth.