探索数字同伴支持服务对满足员工援助计划中未满足需求的影响:回顾性队列研究

IF 2.6 Q2 HEALTH CARE SCIENCES & SERVICES
JMIR Human Factors Pub Date : 2025-02-25 DOI:10.2196/68221
Harpreet Nagra, Robert A Mines, Zara Dana
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引用次数: 0

摘要

背景:世界卫生组织估计,全世界四分之一的人在其一生中会经历精神障碍,这突出了获得支持的必要性。目的:本研究评估了数字同伴支持(DPS)与员工援助计划(EAP)的整合,验证了3个假设:(1)在一个5期模型中,DPS可能与EAP咨询利用的变化有关;(2) DPS使用者的悲伤、孤独和压力均有所减少;(3) DPS整合产生正向的社会投资回报率(SROI)。方法:采用前后分析的5会话模型分析了EAP的使用情况,通过自然语言处理模型分析了DPS聊天期间的情绪变化,以及SROI结果。结果:在587次DPS聊天中,432次(73.6%)发生在工作时间之外,强调了24/7可用性的重要性。一项匹配的队列分析(n=72)显示,DPS使每位参与者的治疗时间减少了2.07次(p结论:将DPS整合到EAPs中提供了显着的益处,包括增加了访问,改善了情绪结果,提高了SROI,增强了其在情绪健康支持生态系统中的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the Impact of Digital Peer Support Services on Meeting Unmet Needs Within an Employee Assistance Program: Retrospective Cohort Study.

Background: The World Health Organization estimates that 1 in 4 people worldwide will experience a mental disorder in their lifetime, highlighting the need for accessible support.

Objective: This study evaluates the integration of digital peer support (DPS) into an employee assistance program (EAP), testing 3 hypotheses: (1) DPS may be associated with changes in EAP counseling utilization within a 5-session model; (2) DPS users experience reduced sadness, loneliness, and stress; and (3) DPS integration generates a positive social return on investment (SROI).

Methods: The study analyzed EAP utilization within a 5-session model using pre-post analysis, sentiment changes during DPS chats via natural language processing models, and SROI outcomes.

Results: Among 587 DPS chats, 432 (73.6%) occurred after business hours, emphasizing the importance of 24/7 availability. A matched cohort analysis (n=72) showed that DPS reduced therapy sessions by 2.07 per participant (P<.001; Cohen d=1.77). Users' messages were evaluated for sentiments of sadness, loneliness, and stress on a 1-10 scale. Significant reductions were observed: loneliness decreased by 55.04% (6.91 to 3.11), sadness by 57.5% (6.84 to 2.91), and stress by 56.57% (6.78 to 2.95). SROI analysis demonstrated value-to-investment ratios of US $1.66 (loneliness), US $2.50 (stress), and US $2.58 (sadness) per dollar invested.

Conclusions: Integrating DPS into EAPs provides significant benefits, including increased access, improved emotional outcomes, and a high SROI, reinforcing its value within emotional health support ecosystems.

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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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