Digital Health Innovations for Screening and Mitigating Mental Health Impacts of Adverse Childhood Experiences: Narrative Review.

IF 2.1 Q2 PEDIATRICS
Brianna M White, Rameshwari Prasad, Nariman Ammar, Jason A Yaun, Arash Shaban-Nejad
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引用次数: 0

Abstract

Background: Exposures to both negative and positive experiences in childhood have proven to influence cardiovascular, immune, metabolic, and neurologic function throughout an individual's life. As such, adverse childhood experiences (ACEs) could have severe consequences on health and well-being into adulthood.

Objective: This study presents a narrative review of the use of digital health technologies (DHTs) and artificial intelligence to screen and mitigate risks and mental health consequences associated with ACEs among children and youth.

Methods: Several databases were searched for studies published from August 2017 to August 2022. Selected studies (1) explored the relationship between digital health interventions and mitigation of negative health outcomes associated with mental health in childhood and adolescence and (2) examined prevention of ACE occurrence associated with mental illness in childhood and adolescence. A total of 18 search papers were selected, according to our inclusion and exclusion criteria, to evaluate and identify means by which existing digital solutions may be useful in mitigating the mental health consequences associated with the occurrence of ACEs in childhood and adolescence and preventing ACE occurrence due to mental health consequences. We also highlighted a few knowledge gaps or barriers to DHT implementation and usability.

Results: Findings from the search suggest that the incorporation of DHTs, if implemented successfully, has the potential to improve the quality of related care provisions for the management of mental health consequences of adverse or traumatic events in childhood, including posttraumatic stress disorder, suicidal behavior or ideation, anxiety or depression, and attention-deficit/hyperactivity disorder.

Conclusions: The use of DHTs, machine learning tools, natural learning processing, and artificial intelligence can positively help in mitigating ACEs and associated risk factors. Under proper legal regulations, security, privacy, and confidentiality assurances, digital technologies could also assist in promoting positive childhood experiences in children and young adults, bolstering resilience, and providing reliable public health resources to serve populations in need.

用于筛查和减轻童年不良经历对心理健康影响的数字健康创新:叙事回顾。
背景:事实证明,童年时期的负面和正面经历会影响人一生的心血管、免疫、新陈代谢和神经功能。因此,童年的不良经历(ACEs)可能会对成年后的健康和幸福产生严重影响:本研究综述了利用数字健康技术(DHT)和人工智能筛查和减轻与儿童和青少年 ACE 相关的风险和心理健康后果的情况:我们在多个数据库中检索了 2017 年 8 月至 2022 年 8 月期间发表的研究。所选研究(1)探讨了数字健康干预与减轻儿童和青少年心理健康相关负面健康后果之间的关系,(2)研究了预防与儿童和青少年精神疾病相关的ACE发生。根据我们的纳入和排除标准,共选取了 18 篇检索论文,以评估和确定现有数字解决方案可用于减轻与儿童和青少年时期发生 ACE 相关的心理健康后果以及预防因心理健康后果而发生 ACE 的途径。我们还强调了一些知识差距或数字日托系统实施和可用性方面的障碍:搜索结果表明,如果成功实施 DHT,就有可能提高相关护理的质量,从而控制儿童期不良或创伤事件造成的心理健康后果,包括创伤后应激障碍、自杀行为或意念、焦虑或抑郁以及注意力缺陷/多动障碍:结论:使用 DHT、机器学习工具、自然学习处理和人工智能可积极帮助减轻 ACE 及相关风险因素。在适当的法律法规、安全、隐私和保密保证下,数字技术还可以帮助儿童和青少年促进积极的童年经历,增强适应能力,并为有需要的人群提供可靠的公共卫生资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Pediatrics and Parenting
JMIR Pediatrics and Parenting Medicine-Pediatrics, Perinatology and Child Health
CiteScore
5.00
自引率
5.40%
发文量
62
审稿时长
12 weeks
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