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Techanamurthy U, Iqbal MS, Abdul Rahim Z. Industry 4.0 readiness and strategic plan failures in SMEs: A comprehensive analysis. PLoS One 2025; 20:e0324052. [PMID: 40392863 PMCID: PMC12091723 DOI: 10.1371/journal.pone.0324052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Accepted: 04/18/2025] [Indexed: 05/22/2025] Open
Abstract
This study examines the industry 4.0 readiness of 506 Malaysian SMEs, focussing on key factors that contribute to frequent failures in their strategic planning processes. Driven by rapid technological advancements such as IoT, AI, and big data analytics, Industry 4.0 presents opportunities and challenges for SMEs striving to remain competitive in a global digital economy. Despite government efforts such as Malaysia's Industry4WRD programme, SMEs need help with leadership, digital infrastructure, and workforce competency. This study aims to provide an in-depth analysis of these readiness factors using data from the Industry4WRD assessment framework, evaluating dimensions such as leadership, governance, digital infrastructure, workforce competency, and strategic alignment on a scale of 0-4. The results indicate that leadership and strategic alignment score the highest with a mean of 0.81, while workforce competency scores the lowest at 0.35, highlighting significant competency gaps. Leadership shows a strong positive correlation (0.92) with overall readiness, underscoring its critical role. Sectoral analysis reveals that the chemical sector demonstrates the highest readiness, while Selangor and Johor are the leading regions driven by more robust digital infrastructure. This study emphasises the need for targeted improvements in leadership development, digital infrastructure, and workforce training to bridge readiness gaps, particularly in less developed regions and industries. The findings support the objectives of Malaysia's New Industrial Master Plan 2030 (NIMP 2030), offering actionable insights for policy makers and leaders of SMEs with the aim of fostering comprehensive digital transformation and strengthening the competitiveness of SMEs in the era of Industry 4.0.
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Affiliation(s)
- Umawathy Techanamurthy
- Department of Engineering Education, Faculty of Engineering Education & Built Environment, National University of Malaysia, Bangi, Selangor, Malaysia
| | - Muhammad Saqib Iqbal
- NUST Business School, National University of Science and Technology, Islamabad, Pakistan
| | - Zulhasni Abdul Rahim
- Malaysia-Japan International Institute of Technology (MJIIT), University Teknologi Malaysia (UTM), Wilayah Persekutuan Kuala Lumpur, Malaysia
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2
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Bolstad CJ, Bjorvatn B, Chan NY, Chung F, Dauvilliers Y, De Gennaro L, Espie CA, Holzinger B, Inoue Y, Korman M, Koscec Bjelajac A, Landtblom AM, Macêdo T, Matsui K, Merikanto I, Morin CM, Mota-Rolim S, Penzel T, Plazzi G, Reis C, Scarpelli S, Wing YK, Nadorff MR. Prevalence Rates of Frequent Dream Recall and Nightmares by Age, Gender and Sleep Duration in 16 Countries. J Sleep Res 2025:e70070. [PMID: 40267939 DOI: 10.1111/jsr.70070] [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: 02/12/2025] [Revised: 03/31/2025] [Accepted: 04/07/2025] [Indexed: 04/25/2025]
Abstract
The present study aimed to describe the prevalence rates of frequent (i.e., at least weekly) dream recall and nightmares with consideration for differences in age, gender and sleep duration in 16 countries using equivalent assessment methods. The study sample included 15,854 participants (69.9% women) aged 18-99 years (M = 42.39, SD = 16.43) collected by the International COVID-19 Sleep Study collaboration, which used a unified online survey to collect data from May to November 2021 across 16 countries. Participants provided demographic information as well as self-reported estimates of their dream recall and nightmare frequency and sleep duration in 2021 and retrospectively for 2019. Frequent dream recall occurred in 54.0% of participants in 2021 and 51.1% in 2019. Frequent nightmares were reported by 11.0% of participants in 2021 and 6.9% in 2019. Ad hoc regression models found dream recall and sleep duration to have a linear relation, whereas nightmare frequency demonstrated a quadratic relation to sleep duration. Frequent dream recall and nightmare prevalence rates are reported for each of the 16 study countries by age, gender and sleep duration. This is the first multi-continent study to estimate frequent dream recall and nightmare prevalence, which both provides updated prevalence rates during the COVID-19 pandemic as well as extends existing knowledge to previously never studied countries.
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Affiliation(s)
- Courtney J Bolstad
- Birmingham/Atlanta Geriatric Research Education and Clinical Center, Birmingham VA Health Care System, Birmingham, Alabama, USA
- Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA
| | - Bjørn Bjorvatn
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
- Norwegian Competence Center for Sleep Disorders, Haukeland University Hospital, Bergen, Norway
| | - Ngan Yin Chan
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Frances Chung
- Department of Anesthesiology and Pain Medicine, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Yves Dauvilliers
- Sleep and Wake Disorders Centre, Department of Neurology, Gui de Chauliac Hospital, University of Montpellier, INSERM Institute Neuroscience Montpellier (INM), Montpellier, France
| | - Luigi De Gennaro
- Department of Psychology, University of Rome, Sapienza, Rome, Italy
| | - Colin A Espie
- Sir Jules Thorn Sleep & Circadian Neuroscience Institute and Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Brigitte Holzinger
- Institute of Consciousness and Dream Research, Vienna, Austria
- Sleep Coaching, Medical University Vienna, Vienna, Austria
| | - Yuichi Inoue
- Department of Somnology, Tokyo Medical University, Tokyo, Japan
| | - Maria Korman
- Department of Occupational Therapy, Faculty of Health Sciences, Ariel University, Ariel, Israel
| | | | - Anne-Marie Landtblom
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Tainá Macêdo
- Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Kentaro Matsui
- Department of Clinical Laboratory, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Ilona Merikanto
- SleepWell Research Program Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Orton Orthopaedics Hospital, Helsinki, Finland
| | - Charles M Morin
- Laval University, Department of Psychology and Centre de Recherche CERVO/Brain Research Center, Quebec City, Canada
| | - Sérgio Mota-Rolim
- Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Thomas Penzel
- Sleep Medicine Center, Charite-Universitätsmedizin Berlin, Berlin, Germany
| | - Giuseppe Plazzi
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
- IRCCS Istitutodelle Scienze Neurologichedi Bologna, Bologna, Italy
| | - Cátia Reis
- Universidade Católica Portuguesa, Católica Research Centre for Psychological-Family and Social Welbeing, Lisbon, Portugal
- Gulbenkian Institute of Molecular Medicine, Lisbon, Portugal
- ISAMB-Faculdade de Medicina de Lisboa, Universidade de Lisboa, Lisbon, Portugal
| | - Serena Scarpelli
- Department of Psychology, University of Rome, Sapienza, Rome, Italy
| | - Yun Kwok Wing
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, SAR, China
| | - Michael R Nadorff
- Department of Psychology, Mississippi State University, Mississippi State, Mississippi, USA
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas, USA
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3
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Runyon MC, Copel LC, Trout KK. A concept analysis of psychological trauma in labour and delivery nurses. J Adv Nurs 2025; 81:171-180. [PMID: 38762896 DOI: 10.1111/jan.16243] [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: 02/14/2024] [Revised: 04/15/2024] [Accepted: 05/05/2024] [Indexed: 05/21/2024]
Abstract
AIM To facilitate an understanding of the risk for psychological trauma in labour and delivery nurses. DESIGN Concept analysis. METHODS The Walker and Avant method of concept analysis was applied to 56 articles. The characteristics, antecedents, and consequences of psychological trauma in labour and delivery nurses were identified. DATA SOURCES Peer-reviewed articles in English from CINAHL, PubMed and Google Scholar were reviewed on July 2023. RESULTS The characteristics of psychological trauma in labour and delivery nurses are overwhelming distress, intrusive symptoms, avoidance and numbing behaviours, hypervigilance or hyperarousal, emotional dysregulation, cognitive distortions, and interpersonal challenges. The antecedents are exposure to one or more of the following nurse-specific traumas: natural or person-made disasters, historical role limitations, second victim situations, secondary trauma, system-mediated or over-medicalized care, insufficient resources, or workplace incivility. The consequences are disruptions in mental health, diminished physical health, alterations in relationships, and variable work performance. CONCLUSION Labour and delivery nurses experience unique causes of psychological trauma due to their practice environment and patient population. The consequences of labour and delivery nurses' psychological trauma extend beyond individual health and impact the quality of patient care and organizational capacity. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE Furthermore, research is needed to inform education, support and policy measures to mitigate harm effectively. WHAT PROBLEM DID THE STUDY ADDRESS?: Nurse-specific trauma theory has not been applied to the unique labour and delivery environment with a high incidence of patient trauma. WHAT WERE THE MAIN FINDINGS?: Multiple causes of trauma in the perinatal context have created a pervasive yet largely preventable issue. WHERE AND ON WHOM WILL THE RESEARCH HAVE AN IMPACT?: This research will impact labour and delivery nurses, their leadership, and their patients. PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution.
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Affiliation(s)
- Maggie C Runyon
- Fitzpatrick College of Nursing, Villanova University, Villanova, Pennsylvania, USA
| | - Linda Carman Copel
- Fitzpatrick College of Nursing, Villanova University, Villanova, Pennsylvania, USA
| | - Kimberly K Trout
- Fitzpatrick College of Nursing, Villanova University, Villanova, Pennsylvania, USA
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Bolstad CJ, Holzinger B, Scarpelli S, De Gennaro L, Yordanova J, Koumanova S, Mota-Rolim S, Benedict C, Bjorvatn B, Chan NY, Chung F, Dauvilliers Y, Espie CA, Inoue Y, Korman M, Koscec Bjelajac A, Landtblom AM, Matsui K, Merikanto I, Morin CM, Partinen M, Penzel T, Plazzi G, Reis C, Ross B, Wing YK, Nadorff MR. Nightmare frequency is a risk factor for suicidal ideation during the COVID-19 pandemic. J Sleep Res 2024; 33:e14165. [PMID: 38366677 DOI: 10.1111/jsr.14165] [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: 11/13/2023] [Revised: 01/14/2024] [Accepted: 01/26/2024] [Indexed: 02/18/2024]
Abstract
The association between nightmare frequency (NMF) and suicidal ideation (SI) is well known, yet the impact of the COVID-19 pandemic on this relation is inconsistent. This study aimed to investigate changes in NMF, SI, and their association during the COVID-19 pandemic. Data were collected in 16 countries using a harmonised questionnaire. The sample included 9328 individuals (4848 women; age M[SD] = 46.85 [17.75] years), and 17.60% reported previous COVID-19. Overall, SI was significantly 2% lower during the pandemic vs. before, and this was consistent across genders and ages. Most countries/regions demonstrated decreases in SI during this pandemic, with Austria (-9.57%), Sweden (-6.18%), and Bulgaria (-5.14%) exhibiting significant declines in SI, but Italy (1.45%) and Portugal (2.45%) demonstrated non-significant increases. Suicidal ideation was more common in participants with long-COVID (21.10%) vs. short-COVID (12.40%), though SI did not vary by COVID-19 history. Nightmare frequency increased by 4.50% during the pandemic and was significantly higher in those with previous COVID-19 (14.50% vs. 10.70%), during infection (23.00% vs. 8.10%), and in those with long-COVID (18.00% vs. 8.50%). The relation between NMF and SI was not significantly stronger during the pandemic than prior (rs = 0.18 vs. 0.14; z = 2.80). Frequent nightmares during the pandemic increased the likelihood of reporting SI (OR = 1.57, 95% CI 1.20-2.05), while frequent dream recall during the pandemic served a protective effect (OR = 0.74, 95% CI 0.59-0.94). These findings have important implications for identifying those at risk of suicide and may offer a potential pathway for suicide prevention.
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Affiliation(s)
- Courtney J Bolstad
- Department of Psychology, Mississippi State University, Mississippi State, Mississippi, USA
- South Texas Veterans Health Care System, San Antonio, Texas, USA
| | - Brigitte Holzinger
- Institute of Consciousness and Dream Research, Vienna, Austria
- Medical University of Vienna, Wien, Postgraduate Sleep Coaching, Vienna, Austria
| | | | - Luigi De Gennaro
- Department of Psychology, University of Rome, Rome, Italy
- IRCCS Fondazione Santa Lucia, Roma, Italy
| | - Juliana Yordanova
- Institute of Neurobiology, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Silvia Koumanova
- Institute of Neurobiology, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Sérgio Mota-Rolim
- Brain Institute, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Christian Benedict
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - Bjørn Bjorvatn
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
- Norwegian Competence Center for Sleep Disorders, Haukeland University Hospital, Bergen, Norway
| | - Ngan Yin Chan
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Frances Chung
- Department of Anesthesiology and Pain Medicine, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Yves Dauvilliers
- Sleep and Wake Disorders Centre, Department of Neurology, Gui de Chauliac Hospital, University of Montpellier, INSERM Institute Neuroscience Montpellier (INM), Montpellier, France
| | - Colin A Espie
- Sir Jules Thorn Sleep & Circadian Neuroscience Institute and Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Yuichi Inoue
- Department of Somnology, Tokyo Medical University, Tokyo, Japan
| | - Maria Korman
- Department of Occupational Therapy, Faculty of Health Sciences, Ariel University, Ariel, Israel
| | | | - Anne-Marie Landtblom
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Kentaro Matsui
- Department of Clinical Laboratory, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Ilona Merikanto
- SleepWell Research Program Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Orton Orthopaedics Hospital, Helsinki, Finland
| | - Charles M Morin
- Laval University, Department of Psychology and Centre de recherche CERVO/Brain Research Center, Quebec City, Canada
| | - Markku Partinen
- Helsinki Sleep Clinic, Terveystalo Healthcare, Helsinki, Finland
- Department of Clinical Neurosciences, Clinicum, University of Helsinki, Helsinki, Finland
| | - Thomas Penzel
- Sleep Medicine Center, Charite - Universitätsmedizin Berlin, Berlin, Germany
| | - Giuseppe Plazzi
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Cátia Reis
- Universidade Católica Portuguesa, Católica Research Centre for Psychological - Family and Social Welbeing, Lisbon, Portugal
- João Lobo Antunes Institute of Molecular Medicine, Faculty of Medicine of Lisbon, University of Lisbon, Lisbon, Portugal
| | - Biserka Ross
- Institute for Medical Research and Occupational Health, Zagreb, Croatia
| | - Yun Kwok Wing
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Michael R Nadorff
- Department of Psychology, Mississippi State University, Mississippi State, Mississippi, USA
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas, USA
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Yan D, Wu Y, Luo R, Yang J. Bedtime music therapy for college students with insomnia: A randomized assessor-blinded controlled trial. Sleep Med 2024; 121:326-335. [PMID: 39053128 DOI: 10.1016/j.sleep.2024.07.018] [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: 10/09/2023] [Revised: 07/03/2024] [Accepted: 07/14/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Insomnia, a prevalent sleep disorder in contemporary society, frequently coexists with other mental health conditions such as depression, schizophrenia, and obsessive-compulsive disorder. Sleep disorders can compromise daytime functioning and overall quality of life. While music has been explored as an adjunct therapy for insomnia, its efficacy in improving insomnia among students remains unclear. METHODS Seventy-five students, aged between 18 and 30 years with an average age of 20.97 years (SD: 1.92), presenting sleep issues were randomly allocated to one of three groups: the classical music group, the jazz music group, and the control group, each with 25 participants. Participants in the classical and jazz music group were instructed to listen to classical or jazz music for a minimum of 30 min preceding bedtime. This was paired with deep breathing and relaxation techniques, practiced two consecutive nights per week from 23:00 to 01:00 over a five-week intervention period. Conversely, participants in the control group were only directed to follow the deep breathing and relaxation techniques before sleep on two consecutive nights weekly. Insomnia severity with the Insomnia Severity Index (ISI), sleep quality was assessed using the Pittsburgh Sleep Quality Index (PSQI), depressive symptoms with the Beck Depression Inventory-II (BDI- II), and anxiety symptoms with the Self-rating Anxiety Scale (SAS). Measurements were taken at baseline, after the second week of intervention, at the intervention's conclusion (five weeks), and two months post-intervention (follow-up). RESULTS 1. The music groups showed a significant difference in insomnia severity compared with the control group after five weeks of intervention(p < .05). 2. music groups exhibited significant enhancements in sleep quality relative to the control group after a five-week intervention (p < .05). 3. Regarding mood enhancement, music groups showed significant improvements in depression and anxiety symptoms compared to the baseline after the five-week intervention. Notably, the control group also displayed improvements in these symptoms post-intervention. CONCLUSION 1. Integrating music into a consistent bedtime routine ameliorates sleep quality and insomnia severity. However, no specific genre of music emerged as the superior choice for pre-sleep listening. 2. While music can considerably enhance mood indicators like depression and anxiety, techniques such as deep breathing and mindfulness also contribute positively. 3. Incorporating music before sleep tangibly elevates overall quality of life and daytime functioning. TRIAL REGISTRATION ChiCTR2300073953.
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Affiliation(s)
- Danni Yan
- Department of Psychology, Tianjin Medical University General Hospital, Tianjin, China.
| | - Yufei Wu
- Department of Psychology, Tianjin Medical University General Hospital, Tianjin, China.
| | - Ruihan Luo
- Department of Psychology, Tianjin Medical University General Hospital, Tianjin, China.
| | - Jianli Yang
- Department of Psychology, Tianjin Medical University General Hospital, Tianjin, China.
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Du M, Liu M, Wang Y, Qin C, Liu J. Global burden of sleep disturbances among older adults and the disparities by geographical regions and pandemic periods. SSM Popul Health 2024; 25:101588. [PMID: 38225953 PMCID: PMC10788304 DOI: 10.1016/j.ssmph.2023.101588] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/23/2023] [Accepted: 12/18/2023] [Indexed: 01/17/2024] Open
Abstract
Sleep disturbances are highly prevalent during the COVID-19 pandemic, especially among older adults. We aimed to evaluate sleep heath during COVID-19 pandemic and assess the differences among geographical regions and pandemic periods. We searched three databases (PubMed, Embase, Web of Science) to find articles up to March 12, 2023. We included observational studies that reported the prevalence of sleep disturbances among adults aged 60 years or older in any setting. Two researchers independently reviewed the literature and retrieved the data. We used Der Simonian-Laird random effects meta-analyses to pool the data, followed by subgroup analysis, sensitivity analysis, and meta-regression. A total of 64 studies with 181,224 older adults during the pandemic were included. The prevalence of poor sleep quality, short sleep duration, long sleep duration, and insomnia symptoms were 47.12% (95% CI: 25.97%, 68.27%), 40.81% (95% CI: 18.49%, 63.12%), 31.61% (95% CI: 24.83%, 38.38%), and 21.15% (95% CI: 15.30%, 27.00%), respectively. The prevalence of sleep problems reported by self-constructed items was 26.97% (95% CI: 20.73%, 33.22%). When compared to America (64.13%), Europe (20.23%) and the Western Pacific (21.31%) showed a lower prevalence of sleep problems (all P < 0.0001). The prevalence of worsened sleep problems was 27.88% (95% CI: 11.94%, 43.82%). Compared to 2020 (15.14%), it increased to 47.42% in 2021 (P < 0.05). Eight studies on sleep disturbances among 672 older COVID-19 patients were included. The prevalence of sleep problems and insomnia symptoms among older COVID-19 patients were 41.58% (95% CI: 21.97%, 61.20%) and 41.56% (95% CI: 28.11%, 58.02%), respectively. A significant burden related to poor sleep has been observed among older adults worldwide over the past three years, with variations across different regions and time periods. It is important to make more efforts in prevention and intervention to identify the risk factors, treatment, and rehabilitation of sleep disturbances for healthy aging.
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Affiliation(s)
- Min Du
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, China
| | - Min Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, China
| | - Yaping Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, China
| | - Chenyuan Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, China
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, China
- Institute for Global Health and Development, Peking University, No.5, Yiheyuan Road, Haidian District, Beijing, 100871, China
- Global Center for Infectious Disease and Policy Research & Global Health and Infectious Diseases Group, Peking University, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
- Key Laboratory of Reproductive Health, National Health and Family Planning Commission of the People's Republic of China, No.38, Xueyuan Road, Haidian District, Beijing, 100191, China
- Department of Global Health and Population, Harvard TH Chan School of Public Health, 677 Huntington Avenue, Boston, MA, USA
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Sarkanen T, Partinen M, Bjorvatn B, Merikanto I, Benedict C, Nadorff MR, Bolstad CJ, Espie C, Matsui K, Chung F, Morin CM, Wing YK, Penzel T, Macêdo T, Mota-Rolim S, Holzinger B, Plazzi G, De Gennaro L, Landtblom AM, Inoue Y, Sieminski M, Leger D, Dauvilliers Y. Association between hypersomnolence and the COVID-19 pandemic: The International COVID-19 Sleep Study (ICOSS). Sleep Med 2023; 107:108-115. [PMID: 37156053 PMCID: PMC10163923 DOI: 10.1016/j.sleep.2023.04.024] [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: 01/29/2023] [Revised: 04/12/2023] [Accepted: 04/24/2023] [Indexed: 05/10/2023]
Abstract
BACKGROUND The COVID-19 pandemic and related restriction measures have affected our daily life, sleep, and circadian rhythms worldwide. Their effects on hypersomnolence and fatigue remain unclear. METHODS The International COVID-19 Sleep Study questionnaire which included items on hypersomnolence such as excessive daytime sleepiness (EDS), and excessive quantity of sleep (EQS), as well as sociodemographic factors, sleep patterns, psychological symptoms, and quality of life was distributed in 15 countries across the world from May to September in 2020. RESULTS Altogether responses from 18,785 survey participants (65% women, median age 39 years) were available for analysis. Only 2.8% reported having had COVID-19. Compared to before the pandemic, the prevalence of EDS, EQS, and fatigue increased from 17.9% to 25.5%, 1.6%-4.9%, and 19.4%-28.3% amid the pandemic, respectively. In univariate logistic regression models, reports of having a COVID-19 were associated with EQS (OR 5.3; 95%-CI 3.6-8.0), EDS (2.6; 2.0-3.4), and fatigue (2.8; 2.1-3.6). In adjusted multivariate logistic regression, sleep duration shorter than desired (3.9; 3.2-4.7), depressive symptoms (3.1; 2.7-3.5), use of hypnotics (2.3; 1.9-2.8), and having reported COVID-19 (1.9; 1.3-2.6) remained strong predictors of EDS. Similar associations emerged for fatigue. In the multivariate model, depressive symptoms (4.1; 3.6-4.6) and reports of having COVID-19 (2.0; 1.4-2.8) remained associated with EQS. CONCLUSIONS A large increase in EDS, EQS, and fatigue occurred due to the COVID-19 pandemic, and especially in self-reported cases of COVID-19. These findings warrant a thorough understanding of their pathophysiology to target prevention and treatment strategies for long COVID condition.
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Affiliation(s)
- Tomi Sarkanen
- Department of Neurology, Tampere University Hospital, Tampere, Finland; Tampere University, Faculty of Medicine and Health Technology, Tampere, Finland.
| | - Markku Partinen
- Department of Clinical Neurosciences, Clinicum, University of Helsinki, Helsinki, Finland; Helsinki Sleep Clinic, Terveystalo Healthcare, Helsinki, Finland.
| | - Bjørn Bjorvatn
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway; Norwegian Competence Center for Sleep Disorders, Haukeland University Hospital, Bergen, Norway
| | - Ilona Merikanto
- SleepWell Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland; Orton Orthopaedics Hospital, Helsinki, Finland
| | - Christian Benedict
- Department of Pharmaceutical Biosciences, Molecular Neuropharmacology, Uppsala University, Uppsala, Sweden
| | - Michael R Nadorff
- Department of Psychology, Mississippi State University, Mississippi State, MS, 39762, USA; Sir Jules Thorn Sleep & Circadian Neuroscience Institute, Nuffield Department of Clinical Neurosciences, University of Oxford, UK
| | - Courtney J Bolstad
- Department of Psychology, Mississippi State University, Mississippi State, MS, 39762, USA
| | - Colin Espie
- Sir Jules Thorn Sleep & Circadian Neuroscience Institute, Nuffield Department of Clinical Neurosciences, University of Oxford, UK
| | - Kentaro Matsui
- Department of Clinical Laboratory, National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan
| | - Frances Chung
- Department of Anesthesiology and Pain Medicine, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | | | - Yun Kwok Wing
- Li Chiu Kong Family Sleep Assessment Unit, Department of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Thomas Penzel
- Sleep Medicine Center, Charite University Hospital, Berlin, Germany
| | - Tainá Macêdo
- Department of Psychology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Sérgio Mota-Rolim
- Brain Institute, Physiology and Behavior Department, Onofre Lopes University Hospital - Federal University of Rio Grande do Norte, Natal, Brazil
| | | | - Giuseppe Plazzi
- IRCCS-Istituto delle Scienze Neurologiche Di Bologna, Bologna, Italy; Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Luigi De Gennaro
- Department of Psychology, Sapienza University of Rome, Roma, Lazio, Italy; IRCCS Fondazione Santa Lucia, Roma, Italy
| | | | - Yuichi Inoue
- Department of Somnology, Tokyo Medical University, Tokyo, Japan
| | - Mariuz Sieminski
- Department of Emergency Medicine, Medical University of Gdansk, Poland
| | - Damien Leger
- VIFASOM, Université Paris Cité et APHP Hôtel Dieu, Centre du Sommeil et de la Vigilance, Paris, France
| | - Yves Dauvilliers
- Sleep-Wake Disorders Center, Department of Neurology, Gui-de-Chauliac Hospital, Institute for Neurosciences of Montpellier INM, INSERM, University of Montpellier, Montpellier, France.
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Scarpelli S, Alfonsi V, Camaioni M, Gorgoni M, Albano A, Musetti A, Quattropani MC, Plazzi G, De Gennaro L, Franceschini C. Longitudinal Findings on the Oneiric Activity Changes Across the Pandemic. Nat Sci Sleep 2023; 15:435-447. [PMID: 37313311 PMCID: PMC10259600 DOI: 10.2147/nss.s410732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 05/28/2023] [Indexed: 06/15/2023] Open
Abstract
PURPOSE COVID-19 pandemic waves have strongly influenced individuals' behaviors and mental health. Here, we analyzed longitudinal data collected in the Spring 2020 and 2021 from a large Italian sample with the aim of assessing changes in dream features between the first and third wave. Specifically, we evaluated the modifications of pandemic dream activity as a function of the general distress variations over time. Also, we detected the best explanatory variables of nightmare frequency and distress. MATERIALS AND METHODS Participants previously involved in the web survey during the first wave of the pandemic were asked to complete a new online survey on sleep and dream features available in Spring 2021 (N=728). Subjects decreasing their level of psychological general distress in the third (T3) vs the first (T1) pandemic wave were defined as "Improved" (N=330). In contrast, participants with an unchanged or increased level of general distress were defined as "Not Improved" (N=398). RESULTS Statistical comparisons revealed that dream recall frequency, nightmare frequency, lucid dream frequency, and emotional intensity show a reduction in T3 than T1. Moreover, the Improved group is characterized by lower nightmare rate and nightmare distress than Not Improved people. Our findings confirmed that beyond the trait-like variables (ie, age, sex), specific sleep-related measures are related to nightmare features. In particular, poor sleep hygiene was one of the best determinants of nightmare distress among Not Improved subjects. CONCLUSION Our findings revealed that people experienced an adaptation to the pandemic during the third wave. We also strengthen the notion that nightmares and their variations over time are strongly related to human well-being, suggesting that specific trait-like and sleep-related factors could modulate the relationship between mental health and nightmare features.
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Affiliation(s)
- Serena Scarpelli
- Department of Psychology, University of Rome Sapienza, Rome, Italy
| | | | - Milena Camaioni
- Department of Psychology, University of Rome Sapienza, Rome, Italy
| | - Maurizio Gorgoni
- Department of Psychology, University of Rome Sapienza, Rome, Italy
- Body and Action Lab, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Antonio Albano
- Department of Medicine and Surgery, Faculty of Medicine and Surgery, University of Parma, Parma, Italy
| | - Alessandro Musetti
- Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy
| | - Maria Catena Quattropani
- Department of Educational Sciences, University of Catania, Catania, Italy
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Giuseppe Plazzi
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
- IRCCS Institute of Neurological Sciences, Bologna, Italy
| | - Luigi De Gennaro
- Department of Psychology, University of Rome Sapienza, Rome, Italy
- Body and Action Lab, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Christian Franceschini
- Department of Medicine and Surgery, Faculty of Medicine and Surgery, University of Parma, Parma, Italy
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