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Magid K, Sagui-Henson SJ, Sweet CC, Smith BJ, Chamberlain CEW, Levens SM. The Impact of Digital Mental Health Services on Loneliness and Mental Health: Results from a Prospective, Observational Study. Int J Behav Med 2024; 31:468-478. [PMID: 37488324 PMCID: PMC11106110 DOI: 10.1007/s12529-023-10204-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/17/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND Loneliness has increased since the COVID-19 pandemic and negatively impacts mental health. This study examined relationships between loneliness and mental health among adults using a digital mental health platform. METHODS A purposive sample of 919 participants (97% response rate) who were newly enrolled in the platform completed a survey on loneliness, depression, anxiety, well-being, stress, social support, and comorbidities at baseline and 3 months. Platform engagement was tracked during this period. We examined baseline differences between lonely and non-lonely participants; associations between loneliness, mental health symptoms, and comorbidities; and changes in loneliness and mental health through engagement in any form of care. RESULTS At baseline, 57.8% of the sample were categorized as lonely. Loneliness was associated with younger age, fewer years of education, and the presence of a comorbidity (p values < .05). Baseline loneliness was associated with greater depression, anxiety, and stress and lower well-being and social support (ps < .001). The percentage of lonely participants decreased at follow-up (57.6% to 52.9%, p = .03). Those who improved in loneliness improved in mental health symptoms, well-being, and social support (ps < .001). Lonely participants who engaged in any form of care reported a greater reduction in loneliness than those who did not engage (p = .04). CONCLUSIONS This study confirms previous findings of the high prevalence of loneliness among adults and risk factors for increased loneliness. Findings highlight the potential of digital platforms to reach lonely individuals and alleviate loneliness through remote mental health support.
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Affiliation(s)
- Kirby Magid
- University of North Carolina at Charlotte, NC, Charlotte, USA
- Modern Health, San Francisco, CA, USA
| | | | | | | | | | - Sara M Levens
- University of North Carolina at Charlotte, NC, Charlotte, USA
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Toh SHY, Lee SC, Sündermann O. Mobile Behavioral Health Coaching as a Preventive Intervention for Occupational Public Health: Retrospective Longitudinal Study. JMIR Form Res 2023; 7:e45678. [PMID: 37862086 PMCID: PMC10625093 DOI: 10.2196/45678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 08/17/2023] [Accepted: 08/31/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Researchers have recently proposed that behavioral health coaching (BHC) is effective in promoting proactive care among employees. However, to qualify as a preventive workplace intervention, more research is needed to evaluate whether BHC can further elevate well-being among moderately mentally healthy employees. OBJECTIVE Using real-world data, this study evaluates the preliminary effectiveness of app-based BHC against a nonrandomized control group with open access to self-help tools in improving well-being (ie, mood levels and perceived stress). The study also explores the active ingredients of BHC and dose-response associations between the number of BHC sessions and well-being improvements. METHODS Employees residing across Asia-Pacific countries (N=1025; mean age 30.85, SD 6.97 y) who reported moderately positive mood and medium levels of perceived stress in their first week of using the mental health app Intellect were included in this study. Users who were given access by their organizations to Intellect's BHC services were assigned to the "Coaching" condition (512/1025, 49.95%; mean age 31.09, SD 6.87 y), whereas other employees remained as "Control" participants (513/1025, 50.05%; mean age 30.61, SD 7.06 y). To evaluate effectiveness, monthly scores from the validated mood and stress sliders were aggregated into a composite well-being score and further examined using repeated-measure conditional growth models. Postcoaching items on "Perceived Usefulness of the BHC session" and "Working Alliance with my Coach" were examined as active ingredients of BHC using 1-1-1 multilevel mediation models. Finally, 2-way repeated-measure mixed ANOVA models were conducted to examine dose-response effects on well-being improvements between groups (coaching and control) across time. RESULTS Growth curve analyses revealed significant time by group interaction effects for composite well-being, where "Coaching" users reported significantly greater improvements in well-being than "Control" participants across time (composite well-being: F1,391=6.12; ηp2=0.02; P=.01). Among "Coaching" participants, dependent-sample 2-tailed t tests revealed significant improvements in composite well-being from baseline to 11 months (t512=1.98; Cohen d=0.17; P=.049). Improvements in "Usefulness of the BHC session" (β=.078, 95% Cl .043-.118; P<.001) and "Working Alliance" (β=.070, 95% Cl .037-.107; P<.001) fully mediated within-level well-being enhancements over time. Comparing against baseline or first month scores, significant time by group interactions were observed between the second and sixth months, with the largest effect size observed at the fifth month mark (first month vs fifth month: F1,282=15.0; P<.001; ηp2=0.051). CONCLUSIONS We found preliminary evidence that BHC is an effective preventive workplace intervention. Mobile-based coaching may be a convenient, cost-effective, and scalable means for organizations and governments to boost public mental health.
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Affiliation(s)
| | - Sze Chi Lee
- Intellect Private Limited Company, Singapore, Singapore
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García-Iglesias JJ, Gómez-Salgado J, Apostolo J, Rodrigues R, Costa EI, Ruiz-Frutos C, Martínez-Isasi S, Fernández-García D, Vilches-Arenas Á. Presenteeism and mental health of workers during the COVID-19 pandemic: a systematic review. Front Public Health 2023; 11:1224332. [PMID: 37780429 PMCID: PMC10536966 DOI: 10.3389/fpubh.2023.1224332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/28/2023] [Indexed: 10/03/2023] Open
Abstract
Background A large number of workers attend work despite being ill. Attending work during sickness can have a number of consequences for the worker (e.g., worsening of physical and mental condition), for co-workers, and for the company, and for service users. Objectives The aim of this study was to assess the factors influencing presenteeism and mental health of workers during the COVID-19 pandemic. Methods A systematic review following the PRISMA format was conducted in the PubMed, Scopus, Web of Science (WoS), Cumulative Index to Nursing and Allied Health Literature (CINAHL), PsycInfo, and ScienceDirect electronic databases in January 2023, using the following key words: Presenteeism, Mental Health, and COVID-19. The eligibility criteria applied were original articles published in English, Spanish, French, German, and Portuguese, workers during the COVID-19 pandemic (data collection date: January 01, 2020 - January 01, 2023), and articles assessing at least one measure of presenteeism and mental health status. Methodological quality was assessed using the critical appraisal tools of the Joanna Briggs Institute. The followed protocol is listed in the International Prospective Register of Systematic Reviews (PROSPERO) with code CRD42023391409. Results A total of 25 studies were included in this review recruiting a total of 164,274 participants. A number of factors influencing mental health and sickness presenteeism were identified: (1) mental health-related factors (burnout [in 4 studies], stress [in 9 studies], depression [in 1 study], fear of COVID-19 [in 1 study], no well-being [in 2 studies], etc.); (2) individual factors (health status [in 1 study], being young [in 1 study], workers who experienced interrupted medical care [in 2 studies], having a chronic disease [in 1 study], etc.); (3) factors related to the situation caused by COVID-19 (confinement, symptoms, loss of contract, risk of bankruptcy, etc. [in 1 study each one]); and (4) factors derived from working conditions (organisational support [in 1 study], patient care [in 1 study], work functioning or task performance impairment [in 4 studies], work fatigue [in 2 studies], safety climate [in 1 study], workload [in 1 study], etc.). Conclusion Identifying the key determinants of presenteeism and understanding the phenomena and origins of sickness presenteeism will help to create a safe working environment and optimal organisational systems to protect vulnerable workers in a pandemic context. Systematic review registration The unique identifier is CRD42023391409.
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Affiliation(s)
- Juan Jesús García-Iglesias
- Sociology, Social Work and Public Health, Faculty of Labour Sciences, University of Huelva, Huelva, Spain
- Health Sciences Research Unit: Nursing (UICISA: E), Coimbra Nursing School, Coimbra, Portugal
| | - Juan Gómez-Salgado
- Sociology, Social Work and Public Health, Faculty of Labour Sciences, University of Huelva, Huelva, Spain
- Escuela de Posgrado, Universidad de Especialidades Espíritu Santo, Guayaquil, Guayas, Ecuador
| | - Joao Apostolo
- Health Sciences Research Unit: Nursing (UICISA: E), Coimbra Nursing School, Coimbra, Portugal
| | - Rogério Rodrigues
- Health Sciences Research Unit: Nursing (UICISA: E), Coimbra Nursing School, Coimbra, Portugal
| | - Emília Isabel Costa
- Health Sciences Research Unit: Nursing (UICISA: E), Coimbra Nursing School, Coimbra, Portugal
- Nursing Department, Health School, University of Algarve, Faro, Portugal
| | - Carlos Ruiz-Frutos
- Sociology, Social Work and Public Health, Faculty of Labour Sciences, University of Huelva, Huelva, Spain
- Escuela de Posgrado, Universidad de Especialidades Espíritu Santo, Guayaquil, Guayas, Ecuador
| | - Santiago Martínez-Isasi
- Simulation and Intensive Care Unit of Santiago (SICRUS), Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Galicia, Spain
- CLINURSID Research Group, Faculty of Nursing, University of Santiago de Compostela, Santiago de Compostela, Galicia, Spain
| | - Daniel Fernández-García
- Health Research Nursing Group (GREIS), Department of Nursing and Physiotherapy, University of Leon, Leon, Spain
| | - Ángel Vilches-Arenas
- Preventive Medicine and Public Health, University of Seville, Seville, Spain
- Preventive Medicine, Virgen Macarena University Hospital, Seville, Spain
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Sagui-Henson SJ, Welcome Chamberlain CE, Smith BJ, Li EJ, Castro Sweet C, Altman M. Understanding Components of Therapeutic Alliance and Well-Being from Use of a Global Digital Mental Health Benefit During the COVID-19 Pandemic: Longitudinal Observational Study. JOURNAL OF TECHNOLOGY IN BEHAVIORAL SCIENCE 2022; 7:439-450. [PMID: 35855977 PMCID: PMC9278317 DOI: 10.1007/s41347-022-00263-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 04/15/2022] [Accepted: 06/07/2022] [Indexed: 01/23/2023]
Abstract
Digital mental health services leverage technology to increase access to care, yet less is known about the quality of therapeutic relationships in a virtual setting. This study examined components of therapeutic alliance (a mechanism underlying successful treatment) and its association with beneficial treatment outcomes in a real-world, virtual setting. The objective is to examine (1) participant ratings of components of therapeutic alliance with providers in a virtual setting, (2) changes in subjective well-being and depressive symptoms among participants who began care with elevated depressive symptoms, and (3) the association between components of alliance and changes in participants’ well-being. Adults (N = 3,087, M age = 36 ± 9 years, 54% female) across the world with access to digital mental health benefits who engaged in videoconference sessions with a licensed therapist (18%, 555/3,087), certified coach (65%, 2,003/3,087), or both (17%, 529/3,087) between Sept. 29, 2020 and Oct. 12, 21. Participants completed 2 adapted items from the Working Alliance Inventory (goals and bonds subscales) after each session, and ratings were averaged across visits (Cronbach’s ɑ = .72). Participants’ World Health Organization-Five (WHO-5) Well-Being Index scores at the start and end of the study period were used to measure changes in subjective well-being. Descriptive and inferential statistics were conducted to examine average alliance ratings across demographics and utilization types and the association between alliance and well-being. The median adapted therapeutic alliance score was 4.8 (range: 1–5) and did not differ by age, country, or baseline well-being (Ps > .07). Females reported higher components of alliance than males (4.88 vs. 4.67, P = .01). Participants utilizing telecoaching reported higher components of alliance than those utilizing teletherapy or both telecoaching and teletherapy (4.83 v. 4.75, P = .004), though effect sizes were negligible. Among those with elevated baseline depressive symptoms (n = 835), participants reported an average WHO-5 increase of 15.42 points (95% CI 14.19–16.65, P < .001, Cohen d = 1.06) with 58% (485/835) reporting clinical recovery and 57% (481/835) reporting clinical improvement in depressive symptoms. Higher components of therapeutic alliance scores predicted greater well-being at follow-up (b = 2.04, 95% CI 0.09–3.99, P = .04) after controlling for age, sex, baseline WHO-5, and number of days in care (R2 = .06, P < .001). Exploratory analyses indicated this association did not differ by utilization type, baseline well-being, or session utilization (Ps > .34). People with access to one-on-one videoconferencing care via a digital mental health benefit formed a strong bond and sense of alignment on goals with both coaches and therapists. Higher components of alliance scores were associated with improvements in subjective well-being among participants who began care with elevated depressive symptoms, providing evidence that a positive bond and goal alignment with a provider are two of many factors influencing virtual care outcomes. Continued focus on the quality of therapeutic relationships will ensure digital mental health services are patient-tailored as these platforms expand equitable access to evidence-based care.
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