Faculty of Information Science & Technology, Universiti Kebangsaan Malaysia, Selangor, Malaysia.
Centre for Research in Psychology and Human Well-Being, Universiti Kebangsaan Malaysia, Selangor, Malaysia.
JMIR Hum Factors. 2024 Jul 30;11:e48139. doi: 10.2196/48139.
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.
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.
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.
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).
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.
毒品的巨大影响包括自杀、交通事故和暴力,影响着个人、家庭、社会和国家。因此,不断识别和监测在校青少年的药物滥用率是必要的。地理空间仪表板对于监测决策支持系统中的药物滥用和相关犯罪发生率至关重要。
本文主要专注于开发 MyAsriGeo,这是一款针对在校学生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的评估。
本研究基于敏捷方法和原型设计和开发了一个用于监测和分析的地理空间药物滥用仪表板。我们首先通过焦点小组和访谈,检查并收集了 MyAsriGeo 仪表板的需求、反馈和用户批准。国家禁毒机构、警察、联邦城镇和乡村规划部、学校教师、学生和研究人员等专家和利益相关者对此做出了回应。共有 20 名专家参与了对试点和最终版本仪表板的需求分析和验收评估。评估旨在确定各种用户接受度方面,例如试点和最终版本的易用性和有用性,以及基于事后系统可用性问卷和任务-技术适配模型的另外两个因素,以评估接口质量和最终版本的仪表板充足性。
MyAsriGeo 地理空间仪表板旨在满足通过需求收集过程确定的所有用户类型的需求。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、评估不同区域药物滥用风险的工具、人口统计信息和自我问题测试。它还包括酒精、吸烟和物质参与筛查测试及其风险评估,以帮助用户了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,结果显示在易用性(P=.047)和有用性(P=.02)方面有显著提高,并显示出高易用性平均得分(4.2)、有用性(4.46)、接口质量(4.29)和充足性(4.13)。
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。它是根据各利益相关者的需求开发的,包括一系列功能。该仪表板由一组专家进行了评估。总体而言,MyAsriGeo 地理空间仪表板是帮助利益相关者了解和应对青少年药物滥用问题的有价值资源。