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Kamiya Y, Saita K, Kaneko F, Li J, Okamura H. Association between sense of coherence and phasic heart rate variability under psychosocial stress conditions. Physiol Behav 2025; 298:114969. [PMID: 40419101 DOI: 10.1016/j.physbeh.2025.114969] [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: 03/30/2024] [Revised: 04/17/2025] [Accepted: 05/23/2025] [Indexed: 05/28/2025]
Abstract
The concept of sense of coherence (SOC) is fundamental in salutogenesis, with an enhanced SOC being conducive to health promotion. Nonetheless, the precise physiological mechanisms through which SOC responds to stress and influences health remain incompletely understood. This study aimed to compare the effects of varying SOC levels on the autonomic nervous system during psychosocial stress conditions, employing phasic heart rate variability (HRV) as a measure. Thirty healthy volunteers participated in the study and were categorized into low- and high-SOC groups according to their SOC scores. A speech preparation task served as the acute stressor, with HRV recorded for physiological assessment. HRV data were analyzed across three phases-baseline, stress, and recovery. Two-way repeated-measures analysis of variance revealed a statistically significant distinction in the root mean square of successive differences (RMSSD) values between the low- and high-SOC groups under stress conditions (p=0.026). In particular, the high-SOC group exhibited a significant increase in RMSSD values during the transition from the stress to recovery phase (p=0.020), whereas the low-SOC group displayed no significant change in RMSSD values (p=0.844). These findings suggest that individuals with low SOC may encounter challenges in effectively regulating the autonomic nervous system, potentially leading to slower recovery from stress.
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Affiliation(s)
- Yuki Kamiya
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Kazuya Saita
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University.
| | - Fumiko Kaneko
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Jie Li
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University
| | - Hitoshi Okamura
- Department of Psychosocial Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University
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Settley C. Examining salutogenesis and psychological wellbeing in persons affected by substance addiction: A scoping review. Acta Psychol (Amst) 2025; 257:105070. [PMID: 40403411 DOI: 10.1016/j.actpsy.2025.105070] [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: 09/26/2024] [Revised: 03/14/2025] [Accepted: 05/08/2025] [Indexed: 05/24/2025] Open
Abstract
AIM This review explores how salutogenesis impacts the mental well-being of individuals affected by substance addiction. BACKGROUND The study focuses on how salutogenesis, which emphasizes health-promoting factors, influences the psychological well-being of affected persons (APs). It examines the relationship between Sense of Coherence (SOC) and psychological well-being in this caregiving context. METHODS A scoping review was conducted to assess existing research on this topic. RESULTS A positive link between SOC and psychological well-being was identified, with a higher SOC associated with better mental health outcomes. CONCLUSION The findings give emphasis to the importance of SOC in improving psychological well-being and resilience among individuals affected by substance addiction. The review highlights the need for further research and interventions aimed at strengthening SOC to enhance mental health and coping skills.
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Affiliation(s)
- Chantal Settley
- Faculty of Health & Wellness Sciences, Cape Peninsula University of Technology, South Africa.
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Sirkiä C, Koivumaa-Honkanen H, Parkkola K, Hurtig T. Sense of Coherence and Past and/or Present Mental Health Problems Among Conscripts at Military Call-up in Northern Finland. Mil Med 2025; 190:e944-e952. [PMID: 39786787 PMCID: PMC12016025 DOI: 10.1093/milmed/usae570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/15/2024] [Accepted: 12/18/2024] [Indexed: 01/12/2025] Open
Abstract
INTRODUCTION Sense of coherence (SOC) refers to the psychosocial aspects and origins of health. Sense of coherence is related to physical and psychological health and quality of life. Military studies on SOC are commonly related to military deployment or operations, military training, and military fitness. Sense of coherence is assessed using a self-report scale. The total score of the scale indicates the level of SOC. Psychometric research studies over 2 past decades, however, suggest that the SOC scale is a multidimensional measure, and the latent factors should be considered as separate dimensions of SOC. Thus far, there are no previous factorial structure studies of the SOC scale in military contexts or in military populations. The dimensions of SOC have not been investigated in relation to mental health and subjective well-being of soldiers, military personnel, or military recruits/conscripts. MATERIALS AND METHODS This study examined the structure of the self-report SOC scale among 2614 military conscripts at military call-up (before obligatory military service) in Northern Finland. Confirmatory factor analysis was used to test 4 different structure models based on previous studies of the SOC scale (1-, 2-, or 3-factor models). The dimensions of SOC were investigated in relation to conscripts' self-reported past and/or present mental health problems. Demographic variables were explored. Nonparametric tests for group and pairwise analyses were used. RESULTS The 11-item 2-factor model fitted the data best. The 2-factor structure represented the cognitive behavioral (comprehensibility and manageability) and motivational (meaningfulness) dimensions of SOC. The motivational dimension was higher among conscripts who reported past but no present mental health problems as compared to conscripts who reported past and present mental health problems. A similar difference was not found in the cognitive behavioral dimension. Both cognitive behavioral and motivational dimensions of SOC were higher among conscripts who reported not having past or present mental health problems. CONCLUSIONS SOC among conscripts is a 2-dimensional model. The experience of recovery from past mental health problems is related to a stronger motivational dimension (meaningfulness towards life), which shows upon obligatory military service and training. Sense of coherence motivational aspect may be useful when training recruits. Demographic variables, such as economic situation, family structure, and parents' employment, should be considered when assessing past and/or present mental health problems and SOC.
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Affiliation(s)
- Carlos Sirkiä
- Research Unit of Clinical Medicine, Psychiatry, University of Oulu, Oulu, 90014, Finland
- Faculty of Education and Psychology, University of Oulu, Oulu, 90014, Finland
| | - Heli Koivumaa-Honkanen
- Institute of Clinical Medicine, Psychiatry, University of Eastern Finland, Kuopio, 70210, Finland
| | - Kai Parkkola
- Faculty of Medicine and Health Technology, Tampere University, Tampere, 33014, Finland
- National Defence University, Helsinki, 00861, Finland
| | - Tuula Hurtig
- Research Unit of Clinical Medicine, Psychiatry, University of Oulu, Oulu, 90014, Finland
- Medical Research Center, University of Oulu, Oulu University Hospital, Oulu, 90220, Finland
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Taha SM, El-Sayed MM, Khedr MA, El-Ashry AM, Abdelraof AI, Sonbol HM, Hawash MM, Elhay ESA. Unraveling the power of sense of coherence: a key predictor of symptom severity among depressive disorders clients. BMC Nurs 2025; 24:21. [PMID: 39773626 PMCID: PMC11707934 DOI: 10.1186/s12912-024-02587-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/09/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Despite advancements in therapies, the severity of depressive symptoms continues to challenge psychiatric nurses. However, research has indicated that a higher sense of coherence (SOC) can act as a protective factor against the development of diseases and promote faster recovery. AIM This study aimed to investigate whether SOC could serve as an indicator of depressive symptom severity among clients with depression. DESIGN The study employed a cross-sectional design and followed the STROBE checklist for reporting observational studies. METHODS A convenient sample of 169 clients with depression participated in the study. The researchers utilized the Antonovsky Sense of Coherence Scale-29 and the Beck Depression Inventory-II to assess SOC and depressive symptoms, respectively. RESULTS The study findings indicated that a substantial proportion of the participants (35.5%) had low Sense of Coherence (SOC) levels, associated with higher depressive symptoms. The severity of depression showed a significant negative correlation with difficulties in understanding and finding meaning in life and challenges in effectively coping with life's demands (r = -0.626, p < 0.001). The regression analysis revealed that for every one-unit increase in SOC, there was a corresponding decrease of 0.5 units in depressive symptoms. The SOC variable accounted for 39.1% of the variance in depressive symptoms severity. CONCLUSION Psychiatric nurses should consider implementing interventions to enhance SOC, such as Life Skills Training (LST), psychoeducation, cognitive-behavioral therapy, and mindfulness practices, particularly for depressive disorder clients with a poor sense of coherence.
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Affiliation(s)
- Samah Mohamed Taha
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Mansoura University, Mansoura, Egypt
| | - Mona Metwally El-Sayed
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Alexandria University, Alexandria, Egypt.
| | - Mahmoud Abdelwahab Khedr
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Alexandria University, Alexandria, Egypt
| | - Ayman Mohamed El-Ashry
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Alexandria University, Alexandria, Egypt
| | - Azza Ibrahim Abdelraof
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Mansoura University, Mansoura, Egypt
| | | | - Manal Mohammed Hawash
- Gerontological Nursing, Faculty of Nursing, Alexandria University, Alexandria, Egypt
| | - Eman Sameh Abd Elhay
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Mansoura University, Mansoura, Egypt
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Grebner K, Michel-Kröhler A, Werner T, Berti S, Wessa M. Differences in predicting athletic burnout and in moderating its relationship with life satisfaction in competitive and leisure athletes. Sci Rep 2024; 14:24926. [PMID: 39438544 PMCID: PMC11496630 DOI: 10.1038/s41598-024-74908-1] [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] [Received: 03/01/2024] [Accepted: 09/27/2024] [Indexed: 10/25/2024] Open
Abstract
The effects of athletic burnout on life satisfaction vary greatly between individuals, but few studies have examined influencing factors, such as coping mechanisms, that explain these differences. While athletes' performance levels seem to influence the development of burnout symptoms, there is a lack of studies examining different performance levels separately. The present study therefore investigated the predictors of athletic burnout in competitive and leisure athletes separately, as well as possible moderators influencing the relationship between burnout and life satisfaction in these groups. A cross-sectional online study with sport-specific and general questionnaires was conducted. Latent (e.g., resilience) and manifest variables (e.g., stress) were included as predictors of athletic burnout in two structural equation models (competitive: robust RMSEA = 0.065, robust CFI = 0.946; leisure: robust RMSEA = 0.067, robust CFI = 0.937) with data from 422 athletes (Mage = 23.65; range = 16-67; 43% female, 57% male). Additionally, moderation analyses with coping mechanisms as moderators between burnout and life satisfaction were conducted. Results show that predictors of athletic burnout differ between performance levels. Furthermore, there is a significant moderation effect (p < 0.01) for positive self-concept in competitive sports. Approaches for future research and the development of target group-specific interventions are discussed.
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Affiliation(s)
- Karolina Grebner
- Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg-University Mainz, Wallstrasse 3, 55122, Mainz, Germany
| | - Alena Michel-Kröhler
- Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg-University Mainz, Wallstrasse 3, 55122, Mainz, Germany
| | - Tabea Werner
- Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg-University Mainz, Wallstrasse 3, 55122, Mainz, Germany
| | - Stefan Berti
- Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg-University Mainz, Wallstrasse 3, 55122, Mainz, Germany
| | - Michèle Wessa
- Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg-University Mainz, Wallstrasse 3, 55122, Mainz, Germany.
- Leibniz-Institute for Resilience Research, AG Wessa, Mainz, Germany.
- Division Cancer Survivorship and Psychological Resilience, German Cancer Research Centre, Heidelberg, Germany.
- Department of Neuropsychology and Psychological Resilience Research, Central Institute of Mental Health, Mannheim, Germany.
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Schäfer SK, Supke M, Kausmann C, Schaubruch LM, Lieb K, Cohrdes C. A systematic review of individual, social, and societal resilience factors in response to societal challenges and crises. COMMUNICATIONS PSYCHOLOGY 2024; 2:92. [PMID: 39369098 PMCID: PMC11455977 DOI: 10.1038/s44271-024-00138-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 09/11/2024] [Indexed: 10/07/2024]
Abstract
Societal challenges put public mental health at risk and result in a growing interest in resilience as trajectories of good mental health during stressor exposure. Resilience factors represent multilevel psychosocial resources that increase the likelihood of resilient responses. This preregistered systematic review aims at summarizing evidence on the predictive value of individual, social and societal resilience factors for resilient responses to societal challenges and crises. Eligible studies examined the predictive value of resilience factors in stressor-exposed populations in high-income countries by means of multinomial regression models based on growth mixture modeling. Five databases were searched until August 2, 2023. Data synthesis employed a rating scheme to assess the incremental predictive value of resilience factors beyond sociodemographic variables and other resilience factors. An adapted version of the Newcastle-Ottawa Scale was used for risk of bias assessment. Fifty studies (sample sizes: 360-65,818 participants) with moderate study quality reported on various stressors (e.g., pandemics, natural disasters, terrorist attacks). Higher income, socioeconomic status and perceived social support, better emotion regulation and psychological flexibility were related to more resilient responses. The association between resilience factors and resilient responses was stronger in samples with younger mean age and a larger proportion of women. Most studies used non-representative convenience samples and effects were smaller when accounting for sociodemographic variables and other resilience factors. For many factors, findings were mixed, supporting the importance of the fit between resilience factors and situational demands. Research into social and societal resilience factors and multilevel resilience interventions is needed. Preregistration-ID: 10.17605/OSF.IO/GWJVA. Funding source: Robert Koch Institute (ID: LIR_2023_01).
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Affiliation(s)
- Sarah K Schäfer
- Leibniz Institute for Resilience Research, Mainz, Germany.
- Department of Clinical Psychology, Psychotherapy and Psychodiagnostics, Technische Universität, Braunschweig, Braunschweig, Germany.
| | - Max Supke
- Leibniz Institute for Resilience Research, Mainz, Germany
- Department of Clinical Psychology, Psychotherapy and Psychodiagnostics, Technische Universität, Braunschweig, Braunschweig, Germany
| | - Corinna Kausmann
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | | | - Klaus Lieb
- Leibniz Institute for Resilience Research, Mainz, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center of Johannes Gutenberg University, Mainz, Germany
| | - Caroline Cohrdes
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
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Wang JA, Wang HF, Cao B, Lei X, Long C. Cultural Dimensions Moderate the Association between Loneliness and Mental Health during Adolescence and Younger Adulthood: A Systematic Review and Meta-Analysis. J Youth Adolesc 2024; 53:1774-1819. [PMID: 38662185 DOI: 10.1007/s10964-024-01977-w] [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] [Received: 12/25/2023] [Accepted: 03/22/2024] [Indexed: 04/26/2024]
Abstract
Cultural factors, such as country or continent, influence the relationship between loneliness and mental health. However, less is known about how cultural dimensions moderate this relationship during adolescence and younger adulthood, even if these dimensions manifest as country or continent differences. This study aims to examine the potential influence of Hofstede's cultural dimensions on this relationship using a three-level meta-analysis approach. A total of 292 studies with 291,946 participants aged 10 to 24 were included in this study. The results indicate that cultural dimensions, such as individualism vs. collectivism, indulgence vs. restraint, power distance, and long-term vs. short-term orientation, moderated the associations between loneliness and social anxiety, stress, Internet overuse, and negative affect. The association between loneliness and mental health was not moderated by cultural dimensions, such as masculinity and uncertainty avoidance. These findings suggest that culture's influence on the association between loneliness and mental health is based on a domain-specific mechanism.
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Affiliation(s)
- Jing-Ai Wang
- School of Psychology and Key Laboratory of Cognition and Personality of the Ministry of Education, Southwest University, Chongqing, 400715, China
| | - Hai-Fan Wang
- School of Psychology and Key Laboratory of Cognition and Personality of the Ministry of Education, Southwest University, Chongqing, 400715, China
| | - Bing Cao
- School of Psychology and Key Laboratory of Cognition and Personality of the Ministry of Education, Southwest University, Chongqing, 400715, China
| | - Xu Lei
- School of Psychology and Key Laboratory of Cognition and Personality of the Ministry of Education, Southwest University, Chongqing, 400715, China
| | - Changquan Long
- School of Psychology and Key Laboratory of Cognition and Personality of the Ministry of Education, Southwest University, Chongqing, 400715, China.
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Ma G, Zhou C, Han Z, Mu T, Ma X. Social support and physical literacy in young and middle-aged patients with hypertension: the mediating effects of sense of coherence and self-efficacy. BMC Psychiatry 2024; 24:494. [PMID: 38978037 PMCID: PMC11232136 DOI: 10.1186/s12888-024-05935-5] [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: 03/16/2024] [Accepted: 06/26/2024] [Indexed: 07/10/2024] Open
Abstract
BACKGROUND Despite the growing recognition of the importance of social support and physical literacy in managing hypertension among young and middle-aged patients, there is a lack of research exploring the mediating effects of sense of coherence and self-efficacy in this relationship. This study aims to bridge this gap by investigating the interplay between social support, physical literacy, sense of coherence, and self-efficacy, thus contributing to a deeper understanding of effective interventions for hypertension management. METHODS A cross-sectional study was conducted using convenience sampling to survey 280 young and middle-aged patients diagnosed with hypertension from five community settings in Zhejiang and Anhui provinces between January and February 2024. Measurement instruments included the General Information Questionnaire, Physical Literacy Scale for Young and Middle-aged Patients with Hypertension, Sense of Coherence Scale 13, General self-efficacy Scale, and Perception Social Support Scale. Data analysis was performed using SPSS 27.0 and AMOS 28.0, with reporting following the STROBE checklist. RESULTS A total of 270 valid questionnaires were collected. The total score of physical literacy for young and middle-aged patients with hypertension ranged from 18 to 90, with a mean score of 62.30 ± 13.92, indicating a moderate level. There was a positive correlation between the physical literacy score and the scores of social support (r = 0.557, P<0.01), sense of coherence (r = 0.392, P<0.01), and self-efficacy (r = 0.466, P<0.01) among young and middle-aged patients with hypertension. Furthermore, social support was found to have multiple mediating effects through sense of coherence and self-efficacy on physical literacy. CONCLUSION This study sheds light on the interconnectedness of social support, physical literacy, sense of coherence, and self-efficacy among young and middle-aged patients with hypertension. The findings underscore the importance of considering these factors holistically in hypertension management strategies.
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Affiliation(s)
- Guiyue Ma
- School of Nursing, Zhejiang Chinese Medical University, Hangzhou, 310053, China
- School of Nursing, Anhui University of Chinese Medicine, Hefei, 230012, China
| | - Chunqing Zhou
- School of Nursing, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Zhihao Han
- School of Nursing, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Tingyu Mu
- School of Nursing, Anhui Medical University, Hefei, 230032, China.
| | - Xiaoqin Ma
- School of Nursing, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
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Amoako I, Srem-Sai M, Quansah F, Anin S, Agormedah EK, Hagan Jnr JE. Moderation modelling of COVID-19 digital health literacy and sense of coherence across subjective social class and age among university students in Ghana. BMC Psychol 2023; 11:337. [PMID: 37845753 PMCID: PMC10580498 DOI: 10.1186/s40359-023-01334-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 09/18/2023] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND The study assessed the moderation modelling of digital health literacy and sense of coherence across subjective social class and age among university students in Ghana during the COVID-19 pandemic. METHODS A total of 1160 students were conveniently sampled from two universities namely, the University of Education, Winneba and University of Cape Coast, using the descriptive cross-sectional survey design. Preliminary analysis was performed using descriptive statistics, whilst multivariate multiple regression and moderation analyses (Haye's Model) were employed to analyze the main data. RESULTS The study revealed that COVID-19 digital health literacy is directly and positively associated with sense of coherence among university students. Further, higher subjective social class positively and strongly moderated the relationship between COVID-19 digital health literacy and sense of coherence among university students. Additionally, the relationship between COVID-19 digital health literacy and sense of coherence was indirectly prominent among relatively older university students than younger ones. CONCLUSIONS The findings have implications for university management/authorities and public health agencies to organize effective orientation and self-management training programmes for university students.
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Affiliation(s)
- Isaac Amoako
- Department of Education, Atebubu College of Education, Bono East, Ghana
- Department of Interdisciplinary Studies, Akenten Appiah-Minka University of Skills Training and Entrepreneurial Development, P. O. Box 1277, Kumasi, Ghana
| | - Medina Srem-Sai
- Department of Health, Physical Education, Recreation and Sports, University of Education, P. O. Box 25, Winneba, Ghana
| | - Frank Quansah
- Department of Educational Foundations, University of Education, P. O. Box 25, Winneba, Ghana
| | - Stephen Anin
- Department of Industrial and Health Sciences, Faculty of Applied Sciences, Takoradi Technical University, P.O. Box 256, Takoradi, WS000, Ghana
| | - Edmond Kwesi Agormedah
- Department of Business & Social Sciences Education, University of Cape Coast, PMB, Cape Coast, Ghana.
| | - John Elvis Hagan Jnr
- Department of Health, Physical Education and Recreation, University of Cape Coast, PMB, Cape Coast, Ghana
- Neurocognition and Action-Biomechanics-Research Group, Faculty of Psychology and Sports Science, Bielefeld University, Postfach 10 01 31, 33501, Bielefeld, Germany
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Schäfer SK, von Boros L, Göritz AS, Baumann S, Wessa M, Tüscher O, Lieb K, Möhring A. The Perceived Stress Scale 2&2: a two-factorial German short version of the Perceived Stress Scale. Front Psychiatry 2023; 14:1195986. [PMID: 37484682 PMCID: PMC10358735 DOI: 10.3389/fpsyt.2023.1195986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 06/16/2023] [Indexed: 07/25/2023] Open
Abstract
Background Stress is among the leading causes for diseases. The assessment of subjectively perceived stress is essential for resilience research. While the Perceived Stress Scale (PSS) is a widely used questionnaire, a German short version of the scale is not yet available. In the current study, we developed such a short version using a machine learning approach for item reduction to facilitate the simultaneous optimization of multiple psychometric criteria. Method We recruited 1,437 participants from an online panel, who completed the German long version of the PSS along with measures of mental health and resilience. An ant-colony-optimization algorithm was used to select items, taking reliability, and construct validity into account. Findings on validity were visualized by psychological network models. Results We replicated a bifactor structure for the long version of the PSS and derived a two-factor German short version of the PSS with four items, the PSS-2&2. Its factors helplessness and self-efficacy showed differential associations with mental health indicators and resilience-related factors, with helplessness being mainly linked to mental distress. Conclusion The valid and economic short version of the PSS lends itself to be used in future resilience research. Our findings highlight the importance of the two-factor structure of the PSS short versions and challenge the validity of commonly used one-factor models. In cases where the general stress factor is of interest, researchers should use the longer versions of the PSS that allow for the interpretation of total scores, while the PSS-2&2 allows of an economic assessment of the PSS factors helplessness and self-efficacy.
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Affiliation(s)
- Sarah K. Schäfer
- Leibniz Institute for Resilience Research, Mainz, Germany
- Department for Clinical Psychology, Psychotherapy and Psychodiagnostics, Technische Universität Braunschweig, Braunschweig, Germany
| | - Lisa von Boros
- Leibniz Institute for Resilience Research, Mainz, Germany
| | - Anja S. Göritz
- Behavioral Health Technology, Augsburg University, Augsburg, Germany
| | - Sophie Baumann
- Department Methods in Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Michèle Wessa
- Leibniz Institute for Resilience Research, Mainz, Germany
- Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Oliver Tüscher
- Leibniz Institute for Resilience Research, Mainz, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center of Johannes Gutenberg University, Mainz, Germany
- Institute for Molecular Biology, Mainz, Germany
| | - Klaus Lieb
- Leibniz Institute for Resilience Research, Mainz, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center of Johannes Gutenberg University, Mainz, Germany
| | - Anne Möhring
- Department Methods in Community Medicine, University Medicine Greifswald, Greifswald, Germany
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