{"title":"Understanding the role of beliefs on intentions and actual usage of a tool for self-management of mental health among college students","authors":"Karim Zahed, Carl Markert, Farzan Sasangohar","doi":"10.1016/j.apergo.2025.104485","DOIUrl":null,"url":null,"abstract":"<div><div>Mental health issues are prevalent among college students, with digital interventions lacking in attempts to reduce participant attrition and address low engagement with technology. This study assessed changes in college students' beliefs regarding mental health after exposure to a digital mental health self-management coaching and education app, the Mental Health Evaluation and Lookout Program (mHELP). Participants' beliefs, measured using constructs from the Health Belief Model and Technology Acceptance Model, were compared to user engagement and changes in scores on validated scales for stress, depression, and anxiety. Participant beliefs including <em>self-efficacy</em>, <em>perceived ease of use</em>, and <em>cues to action</em> became more positive post-intervention. Higher participant <em>self-efficacy</em> indicated lower stress, anxiety, and depression ratings. Participants who believed stress to be a serious <em>health threat</em> and perceived the app as <em>useful</em> and <em>easy to use</em> were more likely to engage with the app. Providing digital mental health coaching showed significant relationships between students’ beliefs regarding mental health self-management, their engagement with the app, and the reduction in stress and anxiety.</div></div>","PeriodicalId":55502,"journal":{"name":"Applied Ergonomics","volume":"126 ","pages":"Article 104485"},"PeriodicalIF":3.1000,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Ergonomics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0003687025000213","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
引用次数: 0
Abstract
Mental health issues are prevalent among college students, with digital interventions lacking in attempts to reduce participant attrition and address low engagement with technology. This study assessed changes in college students' beliefs regarding mental health after exposure to a digital mental health self-management coaching and education app, the Mental Health Evaluation and Lookout Program (mHELP). Participants' beliefs, measured using constructs from the Health Belief Model and Technology Acceptance Model, were compared to user engagement and changes in scores on validated scales for stress, depression, and anxiety. Participant beliefs including self-efficacy, perceived ease of use, and cues to action became more positive post-intervention. Higher participant self-efficacy indicated lower stress, anxiety, and depression ratings. Participants who believed stress to be a serious health threat and perceived the app as useful and easy to use were more likely to engage with the app. Providing digital mental health coaching showed significant relationships between students’ beliefs regarding mental health self-management, their engagement with the app, and the reduction in stress and anxiety.
期刊介绍:
Applied Ergonomics is aimed at ergonomists and all those interested in applying ergonomics/human factors in the design, planning and management of technical and social systems at work or leisure. Readership is truly international with subscribers in over 50 countries. Professionals for whom Applied Ergonomics is of interest include: ergonomists, designers, industrial engineers, health and safety specialists, systems engineers, design engineers, organizational psychologists, occupational health specialists and human-computer interaction specialists.