A Geospatial Drug Abuse Risk Assessment and Monitoring Dashboard Tailored for School Students: Development Study With Requirement Analysis and Acceptance Evaluation.

IF 2.6 Q2 HEALTH CARE SCIENCES & SERVICES JMIR Human Factors Pub Date : 2024-07-30 DOI:10.2196/48139
Ahmad Mustafa Al-Aboosi, Siti Norul Huda Sheikh Abdullah, Rozmi Ismail, Khairul Nizam Abdul Maulud, Lutfun Nahar, Khairul Akram Zainol Ariffin, Meng Chun Lam, Muhamad Lazim Bin Talib, Suzaily Wahab, Mahadzir Elias
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引用次数: 0

Abstract

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.

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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:带有需求分析和接受度评估的开发研究。
背景:毒品造成的巨大后果包括自杀、交通事故和暴力,影响到个人、家庭、社会和国家。因此,有必要不断识别和监测在校青少年的吸毒率。在决策支持系统中,地理空间仪表板对于监测药物滥用和相关犯罪事件至关重要:本文主要侧重于开发 MyAsriGeo,一个专为在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。它引入了创新功能,利用多元学生数据对药物滥用模式和风险进行无缝协调评估:本研究基于敏捷方法和原型设计,设计并开发了用于监测和分析的地理空间药物滥用仪表板。通过焦点小组和访谈,我们首先研究并收集了 MyAsriGeo 面板的需求、反馈和用户认可。国家禁毒局、警方、联邦城乡规划局、学校教师、学生和研究人员等专家和利益相关者参与了访谈。共有 20 名专家参与了需求分析和仪表板试用版及最终版的验收评估。评估的目的是确定用户对试用版和最终版的接受程度,如易用性和实用性,并根据研究后系统可用性问卷和任务-技术匹配模型征集了两个附加因素,以评估最终版的界面质量和仪表盘的充分性:结果:MyAsriGeo 地理空间仪表盘的设计满足了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,如显示药物滥用高风险地区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。它还包括酗酒、吸烟和滥用药物筛查测试及其风险评估,以帮助用户了解和解释学生的风险结果。20位专家对仪表盘的初始原型和最终版本进行了评估,结果显示,仪表盘在易用性(P=0.047)和实用性(P=0.02)方面有了显著改善,并在易用性(4.2)、实用性(4.46)、界面质量(4.29)和充分性(4.13)方面显示出较高的平均接受度:MyAsriGeo 地理空间仪表盘对于监测和分析马来西亚在校青少年的药物滥用情况非常有用。它是根据不同利益相关者的需求开发的,包含一系列功能。专家组对该仪表板进行了评估。总体而言,MyAsriGeo 地理空间仪表盘是帮助利益相关方了解和应对青少年药物滥用问题的宝贵资源。
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来源期刊
JMIR Human Factors
JMIR Human Factors Medicine-Health Informatics
CiteScore
3.40
自引率
3.70%
发文量
123
审稿时长
12 weeks
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