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Jiang J, Yang Y. GymBuddy and Elomia, AI-integrated applications, effects on the mental health of the students with psychological disorders. BMC Psychol 2025; 13:350. [PMID: 40200376 PMCID: PMC11980345 DOI: 10.1186/s40359-025-02640-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 03/21/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND Digital mental health interventions, including AI-integrated applications, are increasingly utilized to support individuals with elevated symptoms of psychological distress. However, a gap exists in understanding their efficacy specifically for student populations. OBJECTIVES This study aimed to investigate the effects of GymBuddy, an AI-powered fitness and accountability app, and Elomia, an AI-based mental health chatbot, on the mental health of students at risk for psychological distress. METHODOLOGY A quasi-experimental study was conducted involving 65 participants who exhibited heightened psychological distress but did not have a formal diagnosis of a psychological disorder. Participants were randomly assigned to either the intervention group, which utilized GymBuddy and Elomia for structured mental health support, or the control group. Mental health outcomes such as anxiety, depression, and stress levels were assessed using standardized baseline, midpoint, and endpoint measures. Data were analyzed using Mixed ANOVA. RESULTS The mixed ANOVA analysis revealed significant improvements across all measured mental health outcomes, including somatic symptoms, anxiety and insomnia, social dysfunction, and severe depression. Significant main effects of time and group membership were observed for all variables, indicating overall symptom reduction and baseline differences between groups. Moreover, significant interaction effects for somatic symptoms (F(2, 70) = 59.96, p < 0.0001, η² = 0.63), anxiety and insomnia (F(2, 70) = 32.05, p < 0.0001, η² = 0.48), social dysfunction (F(2, 70) = 59.96, p < 0.0001, η² = 0.63), and severe depression (F(2, 70) = 32.05, p < 0.0001, η² = 0.48) indicated that participants in the intervention group experienced significantly greater reductions in psychological distress compared to the control group. CONCLUSIONS Our findings suggest that AI-integrated interventions like GymBuddy and Elomia may serve as effective tools for reducing psychological distress in student populations. Integrating AI technology into mental health interventions offers personalized support and guidance, addressing a crucial need in student populations. Further research is warranted to explore long-term outcomes and optimize the implementation of these interventions in educational settings.
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Affiliation(s)
- Jing Jiang
- School of Architecture and Art Design, Southeast University ChengXian College, Nanjing, Jiangsu, 210088, China.
| | - Yang Yang
- School of Civil and Transportation, Southeast University Chengxian College, Nanjing, Jiangsu, 210088, China
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Scarlett H, Wiernik E, van der Waerden J. Longitudinal trajectories and associated risk factors of paternal mental illness in the nine years surrounding the transition to fatherhood. J Affect Disord 2024; 362:363-374. [PMID: 38986876 DOI: 10.1016/j.jad.2024.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 06/07/2024] [Accepted: 07/03/2024] [Indexed: 07/12/2024]
Abstract
BACKGROUND The arrival of one's first child is a known risk factor for mental illness, yet investigations on fathers' mental health are limited. We conducted a longitudinal investigation on paternal depression and anxiety in the nine years surrounding the transition to fatherhood. METHODS Using a national cohort of French men (CONSTANCES, n = 6299), we investigated the prevalence and associated risk factors of mental illness amongst first-time fathers. Responses to the Center for Epidemiological Studies Depression (CES-D) and 12-item General Health Questionnaire (GHQ-12) scales were used to identify clinically significant symptom scores. Self-declared mental illness was also reported by participants. Group-based modelling was used to identify latent trajectory groups for both measures. RESULTS Levels of self-declared anxiety (averaging 4.9 % pre-fatherhood, 7.8 % post) exceeded that of depression (1.9 % pre- fatherhood, 3.3 % post) or other disorders. However, rates of clinically significant symptom scores (17-27 %) were consistently higher. Participants' mental health appeared to worsen from two-years prior to their child's arrival and improve from two-years after. We identified three trajectory groups for fathers' self-declared mental illness: Low stable (90.3 %); Low risk with high temporary increase (5.6 %); and Consistent high risk (4.1 %). Risk factors associated with worsening mental health trajectories were unemployment, not living with one's partner, having had adverse childhood experiences and foregoing healthcare due to financial reasons. LIMITATIONS All measures of mental illness relied on participant self-reports and are thus subject to bias. CONCLUSIONS This study reveals an important period of heightened psychological vulnerability amongst first-time fathers, emphasising the need for increased and better adapted paternal mental health screening.
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Affiliation(s)
- Honor Scarlett
- UMR-S 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne University, INSERM, Paris, France.
| | - Emmanuel Wiernik
- UMS 011 Population-based Cohorts Unit, Paris Cité University, Paris Saclay University, Versailles Saint-Quentin-en-Yvelines University, INSERM, Paris, France
| | - Judith van der Waerden
- UMR-S 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Sorbonne University, INSERM, Paris, France
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Ling J, Chen S, Marina M. Coping strategies mediated the relationship between perceived stress and hair cortisol among socioeconomically marginalized parents. Health Psychol Behav Med 2024; 12:2399211. [PMID: 39253326 PMCID: PMC11382702 DOI: 10.1080/21642850.2024.2399211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 08/22/2024] [Indexed: 09/11/2024] Open
Abstract
Objective This study aimed to (1) examine coping strategies and their relationship with demographics, perceived stress, and hair cortisol; and (2) explore whether coping partially mediated the relationship between perceived stress and hair cortisol. Methods Baseline data from 191 socioeconomically marginalized parents enrolled in two community-based clinical trials were used. The IBM SPSS Statistics Version 27 and Mplus Version 8 were used for data analyses. Results Parents' engagement in various coping strategies differed by age, ethnicity, race, marital status, education level, and number of children living in the household. Parents' use of problem-focused (instrumental support, planning), emotion-focused (venting, self-blame), and avoidant coping (self-distraction, denial, behavioral disengagement) increased from having low to moderate stress. However, when perceived stress increased from moderate to high, their use of emotion-focused and avoidant coping increased significantly, but problem-focused coping did not. Emotion-focused coping lowered the influence of perceived stress on hair cortisol, while avoidant coping increased the relationship between perceived stress and hair cortisol. Conclusions Although needing future investigation with longitudinal studies, the results suggest the need of promoting adaptive emotion-focused coping (emotional support, venting, and humor) to help socioeconomically marginalized parents manage their appraised overwhelming and uncontrollable stressors of food, house, and income insecurity.
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Affiliation(s)
- Jiying Ling
- Michigan State University College of Nursing, East Lansing, MI, USA
| | - Sisi Chen
- Department of Exercise Science, Mercer University College of Health Professions, Macon, GA, USA
| | - Maya Marina
- Department of Biochemistry and Molecular Biology, Michigan State University College of Natural Science, East Lansing, MI, USA
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Weiss SJ, Xu L. Postpartum symptoms of anxiety, depression and stress: differential relationships to women's cortisol profiles. Arch Womens Ment Health 2024; 27:435-445. [PMID: 38214755 PMCID: PMC11116185 DOI: 10.1007/s00737-024-01421-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 01/02/2024] [Indexed: 01/13/2024]
Abstract
PURPOSE Women are at high risk of stress, anxiety, and depression during the postpartum but the ways in which these different types of psychological distress are related to cortisol regulation is not clear. We examined the distinct association of each type of distress with women's average cortisol level, cortisol awakening response (CAR), cortisol decline across the day (diurnal slope), and overall amount of cortisol secretion across the day (AUCG). METHODS At 6 months postpartum, a diverse group of 58 women completed measures of depression, anxiety, perceived stress, and life stressors. Each woman provided 4 salivary samples for cortisol assay from waking to bedtime on each of 2 consecutive days. Linear regressions were used to examine associations of stress, anxiety and depression to each of the 4 cortisol measures, controlling for number of stressful life events. RESULTS Depressive symptoms were associated with less of a rise in the CAR (β = -.46, p = 0.01), steeper diurnal slope (β = .51, p = 0.006), and higher average cortisol level (β = .42, p = .01). Women who met the clinical cutoff for an anxiety disorder had lower overall cortisol output (β = -.29, p = 0.03). Stress was not related to any cortisol metric. CONCLUSIONS Findings suggest that stress is less associated with cortisol alterations in the postpartum than are more severe types of psychological distress. Anxiety and depression may have distinct and opposite profiles of cortisol dysregulation. Results indicate that mental health assessment is critical even in the later postpartum so that interventions can be initiated to reduce emotional suffering and the risk of impaired cortisol regulation.
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Affiliation(s)
- Sandra J Weiss
- Department of Community Health Systems, University of California, San Francisco, CA, USA.
| | - Ling Xu
- Department of Community Health Systems, University of California, San Francisco, CA, USA
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Terzi N, Fournier A, Lesieur O, Chappé J, Annane D, Chagnon JL, Thévenin D, Misset B, Diehl JL, Touati S, Outin H, Dauger S, Sement A, Drault JN, Rigaud JP, Laurent A. Perceived Quality of Life in Intensive Care Medicine Physicians: A French National Survey. J Intensive Care Med 2024; 39:230-239. [PMID: 37709265 DOI: 10.1177/08850666231199937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/16/2023]
Abstract
Purpose: There is a growing interest in the quality of work life (QWL) of healthcare professionals and staff well-being. We decided to measure the perceived QWL of ICU physicians and the factors that could influence their perception. Methods: We performed a survey coordinated and executed by the French Trade Union of Intensive Care Physicians (SMR). QWL was assessed using the French version of the Work-Related Quality of Life (WRQoL) scale, perceived stress using the French version of 10 item-Perceived Stress Scale (PSS-10) and group functioning using the French version of the Reflexivity Scale, the Social Support at Work Questionnaire (QSSP-P). Results: 308 French-speaking ICU physicians participated. 40% perceived low WRQoL, mainly due to low general well-being, low satisfaction with working conditions and low possibility of managing the articulation between their private and professional lives. Decreased QWL was associated with being a woman (p = .002), having children (p = .022) and enduring many monthly shifts (p = .022). Conclusions: This work highlights the fact that ICU physicians feel a significant imbalance between the demands of their profession and the resources at their disposal. Communication and exchanges within a team and quality of social support appear to be positive elements to maintain and/or develop within our structures.
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Affiliation(s)
| | - Alicia Fournier
- Laboratoire de Psychologie : Dynamiques Relationnelles et Processus Identitaires (PsyDREPI), Université de Bourgogne Franche-Comté, Dijon, France
| | - Olivier Lesieur
- Intensive Care Unit, Saint Louis Hospital, La Rochelle, France
| | - Julien Chappé
- Laboratoire de Psychologie : Dynamiques Relationnelles et Processus Identitaires (PsyDREPI), Université de Bourgogne Franche-Comté, Dijon, France
| | - Djillali Annane
- General Intensive Care Unit, Hôpital Raymond Poincaré (APHP), Université de Versailles SQY and Université Paris Saclay, Garches, France
| | - Jean-Luc Chagnon
- General Intensive Care Unit, Centre hospitalier de Valenciennes, Valenciennes, France
| | - Didier Thévenin
- Médecine Intensive Réanimation, Centre Hospitalier de Lens, Lens, France
| | - Benoit Misset
- Intensive Care Department and Burn Center, University Hospital, Liège, Belgium
| | - Jean-Luc Diehl
- Service de médecine intensive Réanimation, Hôpital Européen Georges Pompidou, Université de Paris, Paris, France
| | - Samia Touati
- Réanimation médico-chirurgicale, Groupement hospitalier public du sud de l'Oise, Creil, France
| | - Hervé Outin
- Médecine Intensive Réanimation, Centre Hospitalier Intercommunal de Poissy - Saint-Germain-en-Laye 10 rue du Champ Gaillard, Poissy Cedex, France
| | - Stéphane Dauger
- Paediatric Intensive Care Unit, Robert-Debré University Hospital, Paris, France
| | - Arnaud Sement
- Réanimation Polyvalente, Centre Hospitalier Mont de Marsan, Urrugne, Nouvelle-Aquitaine, France
| | | | | | - Alexandra Laurent
- Laboratoire de Psychologie : Dynamiques Relationnelles et Processus Identitaires (PsyDREPI), Université de Bourgogne Franche-Comté, Dijon, France
- Department of Anaesthesiology and Critical Care Medicine, Dijon University Medical Centre, Dijon, France
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Lorenzo A, Kthupi A, Liu W, Hamza C, Todorova AA, Kuburi S, Ellis AK, Keown-Stoneman C, Fadel SA, Gagnon F. The mental health impact of the COVID-19 pandemic on post-secondary students: A longitudinal study. Psychiatry Res 2023; 327:115401. [PMID: 37567112 DOI: 10.1016/j.psychres.2023.115401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/25/2023] [Accepted: 07/30/2023] [Indexed: 08/13/2023]
Abstract
This prospective longitudinal study measured sex-specific changes in depression, anxiety, and stress scores using, validated Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), and the Perceived Stress Scale (PSS) in a cohort of 1445 post-secondary students (500 males, 945 females) assessed at three time points from December 2020 to January 2022. Participants were ascertained from a population of 15,585 students with in-person activities on campus at baseline and recruited from December 2020 to January 2021. We also assessed how sociodemographic characteristics influenced students' mental health outcomes. Inverse probability weighting was used to account for missing data and attrition. Linear mixed effects models were used to analyze the relationship between the mental health scores in each questionnaire, demographic and academic data, and public health stringency measured by the local stringency index. No change was observed in questionnaire scores over time for males and females, but the stringency index was significantly associated with increased stress. Being in a non-health-related-field or being white affected males and females differently for stress and anxiety, but not depression. Demographics tended to be more influential on females' mental health than males. In conclusion, mental health resource allocation in time of emerging pandemic could benefit from targeted interventions.
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Affiliation(s)
- Antonio Lorenzo
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Altea Kthupi
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Weihan Liu
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Chloe Hamza
- Department of Applied Psychology and Human Development, Ontario Institute for Studies in Education, University of Toronto, Toronto, Ontario, Canada
| | | | - Sarah Kuburi
- Department of Applied Psychology and Human Development, Ontario Institute for Studies in Education, University of Toronto, Toronto, Ontario, Canada
| | - Anne K Ellis
- Division of Allergy & Immunology, Department of Medicine, Queen's University, Kingston, ON, Canada
| | - Charles Keown-Stoneman
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
| | - Shaza A Fadel
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - France Gagnon
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
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J Henshaw E, Cooper M, Wood T, N Doan S, Krishna S, Lockhart M. Psychosocial predictors of early postpartum depressive and anxious symptoms in primiparous women and their partners. BMC Pregnancy Childbirth 2023; 23:209. [PMID: 36973695 PMCID: PMC10041514 DOI: 10.1186/s12884-023-05506-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 03/07/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND While the majority of research on postpartum depressive and anxious symptoms has focused on mothers, a growing body of research suggests a need to understand the role of the partner's health and relationship quality as predictors of postpartum maternal depression, while also better understanding correlates of partner or paternal depression in the postpartum period. The purpose of the current study is to evaluate mother and partner stress, anxiety, mood, infant care support, and relationship quality as predictors of perinatal depressive and anxious symptoms in first time mothers and partners during the postpartum hospital stay. METHODS First time parent couples (n = 116) completed a survey during the two-day postpartum stay in a Midwest hospital. Depressive (EPDS) and anxiety symptoms (DASS-21-Anxiety) were assessed in both mothers and partners. Hierarchical linear regression was used to evaluate relationship satisfaction, partner infant care support, stress, and co-parent mood as predictors of mood in mothers and partners separately. RESULTS Stress was a predictor of anxiety and depression symptoms in both mothers and partners. Additionally, co-parent anxiety significantly predicted anxiety in both mothers and partners. Maternal relationship satisfaction was a predictor of the partner's depressive symptoms, and maternal perceptions of partner infant support predicted maternal depressive symptoms. CONCLUSIONS Together, these results suggest that stress, relationship satisfaction, and co-parent mood are related to depressive and anxious symptoms in mothers and partner, underscoring the need to continue exploring mother and partner mental health in a dyadic framework.
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Affiliation(s)
- Erin J Henshaw
- Department of Psychology, Denison University, 100 W. College St, Granville, OH, 43023, USA.
| | - Marie Cooper
- Riverside Methodist Hospital, OhioHealth, 3535 Olentangy River Rd., Columbus, OH, 43214, USA
| | - Teresa Wood
- Nursing Operations, OhioHealth, Columbus, USA
| | - Stacey N Doan
- Claremont McKenna College, 888 N. Columbia Ave, Claremont, CA, 91711, USA
| | - Sanchita Krishna
- OhioHealth Research Institute, 3535 Olentangy River Rd, Columbus, OH, 43214, USA
| | - Marie Lockhart
- OhioHealth Research Institute, 3535 Olentangy River Rd, Columbus, OH, 43214, USA
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