Effectiveness and Lessons Learned From an Occupational E-Mental Health Intervention for Enhancing Workplace Mental Health: The EMPOWER Cluster Randomized Controlled Trial.

IF 3.3 Q3 MEDICINE, RESEARCH & EXPERIMENTAL
Carlota de Miquel, Christina M Van der Feltz-Cornelis, Leona Hakkaart-van Roijen, Dorota Merecz-Kot, Marjo Sinokki, Jordi Rodeiro-Boliart, Jennifer Sweetman, Kaja Staszewska, Ellen Vorstenbosch, Daniele Porricelli, Stijn Peeters, José Luis Ayuso-Mateos, Luis Salvador-Carulla, Sue Lukersmith, Oriol Borrega, Carla Sabariego, Christophe Vanroelen, Alberto Raggi, Diletta Porcheddu, Josep Maria Haro, Beatriz Olaya
{"title":"Effectiveness and Lessons Learned From an Occupational E-Mental Health Intervention for Enhancing Workplace Mental Health: The EMPOWER Cluster Randomized Controlled Trial.","authors":"Carlota de Miquel, Christina M Van der Feltz-Cornelis, Leona Hakkaart-van Roijen, Dorota Merecz-Kot, Marjo Sinokki, Jordi Rodeiro-Boliart, Jennifer Sweetman, Kaja Staszewska, Ellen Vorstenbosch, Daniele Porricelli, Stijn Peeters, José Luis Ayuso-Mateos, Luis Salvador-Carulla, Sue Lukersmith, Oriol Borrega, Carla Sabariego, Christophe Vanroelen, Alberto Raggi, Diletta Porcheddu, Josep Maria Haro, Beatriz Olaya","doi":"10.2196/66041","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Occupational e-mental health (OeMH) interventions emerged as a promising solution to prevent common mental health problems and enhance well-being and work performance. However, they must be subject to robust and reliable assessments for effectiveness.</p><p><strong>Methods: </strong>A multimodal e-mental health intervention (EMPOWER [The European Platform to Promote Wellbeing and Health in the Workplace]) delivered over 7 weeks was developed and evaluated through a cluster randomized controlled trial conducted mainly in small to medium enterprises and public agencies from Spain (n=127), Finland (n=141), Poland (n=51), and the United Kingdom (n=389) between February 2022 and May 2024 (recruitment finalized in September 2023 and follow-up completed in May 2024). Inclusion criteria were being 18+ years, having a smartphone, sufficient language knowledge, and agreeing to participate. Clusters (companies or departments) were randomized to intervention or control conditions. The primary outcome was presenteeism, and secondary outcomes were depression and anxiety symptoms, etc, all measured at baseline, postintervention, and in 21 weeks after program completion. The analysis was performed as an intention-to-treat approach using adjusted linear mixed models and as per protocol analysis comparing outcomes by level of engagement.</p><p><strong>Results: </strong>A total of 347 participants were allocated to the intervention group and 361 to the control group. In the overall sample, the intention-to-treat analysis detected no statistically significant short-term (7 wk) or long-term (21 wk postintervention) effects of the EMPOWER intervention on presenteeism (postintervention β=2.186; 95% CI -2.424 to 6.796, follow-up β=1.294; 95% CI -3.608 to 6.396) and on other secondary outcomes such as depressive symptoms (postintervention β=-0.052, 95% CI -1.02 to 0.905, follow-up β=0.202, 95% CI -0.840 to 1.245), anxiety symptoms (postintervention β=-0.328, 95% CI -1.168 to 0.512, follow-up β=0.375, 95% CI -0.537 to 1.287), or general stress level (postintervention β=0.385, 95% CI -0.195 to 0.965, follow-up β=0.123, 95% CI -0.502 to 0.749). Subgroup analyses yielded several notable results, with significant differences between age groups, gender, and psychological symptoms at baseline. The per-protocol analysis showed no significant differences between participants who actively engaged with the intervention (119/347, 34%) and those who did not. Implementation challenges were related to technical problems, the complexity of this study's design, external factors, co-design strategy, and organizational barriers, which led to a smaller sample size, high attrition rates, and low adherence.</p><p><strong>Conclusions: </strong>Our study provides evidence from a large cluster randomized controlled trial evaluating an OeMH intervention implemented in workplace settings, including small to medium enterprises and public agencies in Europe. Although no overall effectiveness was observed, this study contributes important methodological and implementation insights, highlighting the challenges of evaluating OeMH interventions. These findings suggest that future interventions should prioritize feasibility testing, organizational readiness, user engagement, and more targeted and pragmatic evaluation approaches to enhance real-world impact.</p>","PeriodicalId":51757,"journal":{"name":"Interactive Journal of Medical Research","volume":"15 ","pages":"e66041"},"PeriodicalIF":3.3000,"publicationDate":"2026-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13081584/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Interactive Journal of Medical Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2196/66041","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Occupational e-mental health (OeMH) interventions emerged as a promising solution to prevent common mental health problems and enhance well-being and work performance. However, they must be subject to robust and reliable assessments for effectiveness.

Methods: A multimodal e-mental health intervention (EMPOWER [The European Platform to Promote Wellbeing and Health in the Workplace]) delivered over 7 weeks was developed and evaluated through a cluster randomized controlled trial conducted mainly in small to medium enterprises and public agencies from Spain (n=127), Finland (n=141), Poland (n=51), and the United Kingdom (n=389) between February 2022 and May 2024 (recruitment finalized in September 2023 and follow-up completed in May 2024). Inclusion criteria were being 18+ years, having a smartphone, sufficient language knowledge, and agreeing to participate. Clusters (companies or departments) were randomized to intervention or control conditions. The primary outcome was presenteeism, and secondary outcomes were depression and anxiety symptoms, etc, all measured at baseline, postintervention, and in 21 weeks after program completion. The analysis was performed as an intention-to-treat approach using adjusted linear mixed models and as per protocol analysis comparing outcomes by level of engagement.

Results: A total of 347 participants were allocated to the intervention group and 361 to the control group. In the overall sample, the intention-to-treat analysis detected no statistically significant short-term (7 wk) or long-term (21 wk postintervention) effects of the EMPOWER intervention on presenteeism (postintervention β=2.186; 95% CI -2.424 to 6.796, follow-up β=1.294; 95% CI -3.608 to 6.396) and on other secondary outcomes such as depressive symptoms (postintervention β=-0.052, 95% CI -1.02 to 0.905, follow-up β=0.202, 95% CI -0.840 to 1.245), anxiety symptoms (postintervention β=-0.328, 95% CI -1.168 to 0.512, follow-up β=0.375, 95% CI -0.537 to 1.287), or general stress level (postintervention β=0.385, 95% CI -0.195 to 0.965, follow-up β=0.123, 95% CI -0.502 to 0.749). Subgroup analyses yielded several notable results, with significant differences between age groups, gender, and psychological symptoms at baseline. The per-protocol analysis showed no significant differences between participants who actively engaged with the intervention (119/347, 34%) and those who did not. Implementation challenges were related to technical problems, the complexity of this study's design, external factors, co-design strategy, and organizational barriers, which led to a smaller sample size, high attrition rates, and low adherence.

Conclusions: Our study provides evidence from a large cluster randomized controlled trial evaluating an OeMH intervention implemented in workplace settings, including small to medium enterprises and public agencies in Europe. Although no overall effectiveness was observed, this study contributes important methodological and implementation insights, highlighting the challenges of evaluating OeMH interventions. These findings suggest that future interventions should prioritize feasibility testing, organizational readiness, user engagement, and more targeted and pragmatic evaluation approaches to enhance real-world impact.

职业电子心理健康干预提高工作场所心理健康的有效性和经验教训:EMPOWER集群随机对照试验。
背景:职业电子心理健康(OeMH)干预措施成为预防常见心理健康问题和提高福祉和工作绩效的一种有希望的解决办法。然而,它们必须受到强有力和可靠的有效性评估。方法:在2022年2月至2024年5月期间,通过一项主要在西班牙(n=127)、芬兰(n=141)、波兰(n=51)和英国(n=389)的中小型企业和公共机构(2023年9月完成招聘,2024年5月完成随访)开展的集群随机对照试验,开发了一项为期7周的多模式电子心理健康干预(EMPOWER[欧洲促进工作场所福祉和健康平台]),并对其进行了评估。入选标准是18岁以上,有智能手机,足够的语言知识,并同意参加。分组(公司或部门)随机分为干预组和对照组。主要结局是出勤,次要结局是抑郁和焦虑症状等,均在基线、干预后和项目完成后21周测量。分析采用意向治疗方法,采用调整后的线性混合模型,并按照协议分析,按参与程度比较结果。结果:干预组347人,对照组361人。在整个样本中,意向治疗分析未发现EMPOWER干预对出勤率的短期(7周)或长期(干预后21周)影响具有统计学意义(干预后β=2.186; 95% CI -2.424至6.796,随访β=1.294;其他次要结果,如抑郁症状(干预后β=-0.052, 95% CI -1.02至0.905,随访β=0.202, 95% CI -0.840至1.245),焦虑症状(干预后β=-0.328, 95% CI -1.168至0.512,随访β=0.375, 95% CI -0.537至1.287),或一般压力水平(干预后β=0.385, 95% CI -0.195至0.965,随访β=0.123, 95% CI -0.502至0.749)。亚组分析得出了几个显著的结果,年龄组、性别和基线心理症状之间存在显著差异。按方案分析显示,积极参与干预的参与者(119/347,34%)和不积极参与干预的参与者之间没有显著差异。实现挑战与技术问题、本研究设计的复杂性、外部因素、共同设计策略和组织障碍有关,这导致样本量较小、流失率高、依从性低。结论:我们的研究提供了一项大型集群随机对照试验的证据,该试验评估了在工作场所实施的OeMH干预措施,包括欧洲的中小型企业和公共机构。虽然没有观察到总体有效性,但该研究提供了重要的方法和实施见解,突出了评估OeMH干预措施的挑战。这些发现表明,未来的干预措施应优先考虑可行性测试、组织准备、用户参与和更有针对性和务实的评估方法,以增强现实世界的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Interactive Journal of Medical Research
Interactive Journal of Medical Research MEDICINE, RESEARCH & EXPERIMENTAL-
自引率
0.00%
发文量
45
审稿时长
12 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书