Alharbi Abdullah A, Aljerian Nawfal A, Binhotan Meshary S, Alghamdi Hani A, Alsultan Ali K, Arafat Mohammed S, Aldhabib Abdulrahman, Alaska Yasser A, Alwahbi Eid B, Muaddi Mohammed A, Alqassim Ahmad Y, Horner Ronnie D
Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia.
Medical Referrals Centre, Ministry of Health, Riyadh, Saudi Arabia.
JMIR Public Health Surveill. 2025 Jan 24;11:e64257. doi: 10.2196/64257.
Mental illness affects an estimated 25% of the global population, with treatment gaps persisting worldwide. The COVID-19 pandemic has exacerbated these challenges, leading to a significant increase in mental health issues globally. In Saudi Arabia, the lifetime prevalence of mental disorders is estimated at 34.2%, yet 86.1% of those with a 12-month mental disorder report no service use. To address these challenges, digital health solutions, particularly electronic referral (e-referral) systems, have emerged as powerful tools to improve care coordination and access. Saudi Arabia has pioneered the nationwide Saudi Medical Appointments and Referrals Centre (SMARC), a centralized e-referral system using artificial intelligence and predictive analytics.
This study aims to analyze Saudi Arabia's novel nationwide e-referral system for mental health services, using SMARC platform data to examine referral patterns, and service accessibility. This study also aims to demonstrate how digital health technology can inform and improve mental health care delivery and policy making.
This retrospective, cross-sectional study used secondary data from SMARC on 10,033 psychiatric e-referrals in Saudi Arabia during 2020-2021. Referrals were assessed by patient sociodemographic variables, geographic data, and e-referral characteristics including date, type, bed type, and reason for e-referral. Descriptive statistical analyses identified referral patterns, while regression modeling determined predictors of external referrals to other regions.
Analysis of 10,033 psychiatric e-referrals revealed that 58.99% (n=5918) were for patients aged 18-44 years, 63.93% (n=6414) were for men, and 87.10% (n=8739) were for Saudi nationals. The Western Business Unit generated 45.17% (n=4532) of all e-referral requests. Emergency cases were the most common type of referral overall, followed by routine inpatient and routine outpatient department referrals. However, in the Northern Business Unit, routine inpatient referrals were most frequent. Two-thirds of requests were for ward beds, while critical beds were rarely requested. "Unavailable subspecialty" was the primary reason for referrals across all regions. The utilization of the mental health e-referral system varied across regions, with the Northern Border and Albaha regions showing the highest rates, while Madinah, Eastern, and Riyadh regions demonstrated lower use. Temporal analysis showed almost similar monthly patterns in 2020 and 2021. There was an overall increase in referrals in 2021 compared with 2020.
This pioneering study of mental health e-referrals in Saudi Arabia demonstrates how digital health transformation, particularly through an e-referral system, has significantly enhanced access to mental health services nationwide in Saudi Arabia. The success of this digital initiative demonstrates how digital health solutions can transform health care access, particularly in mental health services, offering a valuable model for other health care systems.
据估计,精神疾病影响着全球25%的人口,全球范围内治疗缺口持续存在。新冠疫情加剧了这些挑战,导致全球心理健康问题显著增加。在沙特阿拉伯,精神障碍的终生患病率估计为34.2%,然而,患有12个月精神障碍的患者中,86.1%报告未使用任何服务。为应对这些挑战,数字健康解决方案,特别是电子转诊系统,已成为改善护理协调和可及性的有力工具。沙特阿拉伯率先推出了全国性的沙特医疗预约和转诊中心(SMARC),这是一个使用人工智能和预测分析的集中式电子转诊系统。
本研究旨在分析沙特阿拉伯新颖的全国性心理健康服务电子转诊系统,利用SMARC平台数据检查转诊模式和服务可及性。本研究还旨在展示数字健康技术如何为心理健康护理服务和政策制定提供信息并加以改善。
这项回顾性横断面研究使用了SMARC的二手数据,这些数据来自2020 - 2021年沙特阿拉伯的10033例精神科电子转诊。通过患者社会人口学变量、地理数据以及电子转诊特征(包括日期、类型、床位类型和电子转诊原因)对转诊进行评估。描述性统计分析确定转诊模式,而回归模型确定转诊至其他地区的外部转诊预测因素。
对10033例精神科电子转诊的分析显示,58.99%(n = 5918)的患者年龄在18 - 44岁之间,63.93%(n = 6414)为男性,87.10%(n = 8739)为沙特公民。西部业务部门产生了所有电子转诊请求中的45.17%(n = 4532)。急诊病例是总体上最常见的转诊类型,其次是常规住院和常规门诊转诊。然而,在北部业务部门,常规住院转诊最为频繁。三分之二的请求是关于病房床位,而重症监护床位很少被请求。“专科服务不可用”是所有地区转诊最主要的原因。心理健康电子转诊系统的利用率在各地区有所不同,北部边境和艾卜哈地区使用率最高,而麦地那、东部和利雅得地区使用率较低。时间分析显示,2020年和2021年的月度模式几乎相似。与2020年相比,2021年转诊总体有所增加。
沙特阿拉伯这项开创性的心理健康电子转诊研究表明,数字健康转型,特别是通过电子转诊系统,如何显著提高了沙特阿拉伯全国范围内心理健康服务的可及性。这一数字举措的成功展示了数字健康解决方案如何改变医疗服务可及性,特别是在心理健康服务方面,为其他医疗系统提供了一个有价值的模式。