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Vidović S, Rakić N, Kraštek S, Pešikan A, Degmečić D, Zibar L, Labak I, Heffer M, Pogorelić Z. Sleep Quality and Mental Health Among Medical Students: A Cross-Sectional Study. J Clin Med 2025; 14:2274. [PMID: 40217724 PMCID: PMC11989636 DOI: 10.3390/jcm14072274] [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: 03/17/2025] [Revised: 03/23/2025] [Accepted: 03/25/2025] [Indexed: 04/14/2025] Open
Abstract
Background: Sleep disturbances and mental health disorders represent a significant public health concern. Medical students, in particular, experience intense academic pressure, long study hours, irregular schedules, and the emotional burden of clinical training, all of which may contribute to the development of sleep disturbances and mental health issues. This study aims to assess sleep quality and the prevalence of symptoms of depression, anxiety, and stress among medical students, as well as their interrelationships. Methods: This multicentric cross-sectional study was conducted in January and February 2025 among medical students from two medical faculties in Croatia. Sleep quality was assessed using the Pittsburgh Sleep Quality Index (PSQI), while symptoms of depression, anxiety, and stress were evaluated using Depression, Anxiety, and Stress Scale-21 (DASS-21). Results: The study included 386 participants, of whom 96 were male and 290 were female students. It was found that 67.9% of students had poor sleep quality, while symptoms of depression, anxiety, and stress were reported by 38.8%, 45.3%, and 40.4% of participants, respectively. Female students exhibited higher PSQI scores (U = 10,205, p < 0.001), as well as higher levels of depression (U = 10,372, p < 0.001), anxiety (U = 10,328, p < 0.001), and stress scores (U = 10,560, p < 0.001). Additionally, significant moderate positive correlations were observed between the total PSQI score and depression (ρ = 0.566, p < 0.001), anxiety (ρ = 0.489, p < 0.001), and stress scores (ρ = 0.503, p < 0.001). Moreover, an increase in depression (β = 0.178, p < 0.001) and anxiety scores (β = 0.141, p < 0.001) contributed to a higher total PSQI score, indicating poorer sleep quality. Conclusions: A high prevalence of poor sleep quality and symptoms of depression, anxiety, and stress was observed among medical students, with female students exhibiting higher levels of these variables. Furthermore, poorer sleep quality was associated with higher levels of depression, anxiety, and stress.
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Affiliation(s)
- Stipe Vidović
- Faculty of Medicine, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
- National Memorial Hospital Vukovar, 32 000 Vukovar, Croatia
| | - Nada Rakić
- School of Medicine Split, University of Split, 21 000 Split, Croatia
| | - Stela Kraštek
- National Memorial Hospital Vukovar, 32 000 Vukovar, Croatia
| | - Ana Pešikan
- Faculty of Medicine, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
| | - Dunja Degmečić
- Faculty of Medicine, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
- Department of Psychiatry and Psychological Medicine, Faculty of Medicine, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
| | - Lada Zibar
- Faculty of Medicine, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
| | - Irena Labak
- Department of Biology, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
| | - Marija Heffer
- Faculty of Medicine, University Josip Juraj Strossmayer, 31 000 Osijek, Croatia
| | - Zenon Pogorelić
- Department of Surgery, School of Medicine, University of Split, 21 000 Split, Croatia
- Department of Pediatric Surgery, University Hospital of Split, 21 000 Split, Croatia
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Frank HA, Chao M, Tremlett H, Marrie RA, Lix LM, McKay KA, Yusuf F, Zhu F, Karim ME. Comorbidities and their association with outcomes in the multiple sclerosis population: A rapid review. Mult Scler Relat Disord 2024; 92:105943. [PMID: 39489083 DOI: 10.1016/j.msard.2024.105943] [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: 07/24/2024] [Revised: 10/01/2024] [Accepted: 10/13/2024] [Indexed: 11/05/2024]
Abstract
INTRODUCTION Multiple sclerosis (MS) has a high comorbidity burden. Despite known associations with adverse outcomes, a comprehensive evaluation of the specific associations between individual comorbidities and disability, treatment initiation, and mortality remains underexplored. This study aimed to review and summarize existing evidence on the association between comorbidities and these three MS outcomes. METHODS A rapid review spanning the period from January 2002 to October 2023 was conducted following the Cochrane Rapid Review Methods Group recommendations. MEDLINE, Embase, and the grey literature were searched to identify studies examining the effects of comorbidities on disability, treatment initiation, and mortality among individuals with MS. Data extraction and risk of bias assessments were systematically performed, with the Newcastle-Ottawa scale and A MeaSurement Tool to Assess systematic Reviews (AMSTAR-2) criteria for observational studies and systematic reviews respectively. RESULTS The review included 100 primary studies, encompassing 88 different comorbidities. Most study populations were between 60-80% female, with an average age of 30-45 years at study start. The majority of included studies were conducted in Europe, North America, and Asia (specifically the Middle East). Over half (66%) of specific comorbidity-outcome relationships were examined within a single study only, and just two studies examined treatment initiation as an outcome. Methods used to assess comorbidities and outcomes varied widely and included self-report measures, medical records and diagnostic codes, and standardized clinical assessments. Depression was consistently associated with greater disability (adjusted hazard ratio (aHR): 1.50-3.59) and mortality (aHR: 1.62-3.55). Epilepsy was similarly associated with increased disability (aOR: 1.13-1.77) and increased mortality (aHR: 2.23-3.85). Diabetes was generally associated with increased mortality (aHR: 1.39-1.47), but results for disability were inconsistent. Most other conditions were examined in one or two studies only or findings varied across studies, unable to collectively indicate a clear association. Although the anxiety-disability relationship was assessed by 24 studies, the findings varied in terms of the presence, direction, and strength of a possible association, requiring nuanced interpretation. CONCLUSIONS This study identifies relationships between various comorbidities and three outcomes in MS, providing a foundation for future research and clinical guidelines. People with psychiatric, metabolic, and neurological conditions may be at a higher risk of MS disease progression and may therefore benefit from the targeted treatment of their comorbidities. Overall, comorbidities have varying associations with MS outcomes and individual associations require further exploration. However, there is evidence that some comorbidities indicate worse disability and higher mortality risk, and present barriers to initiating MS treatment, making the prevention and management of comorbidities an integral piece of MS patient care. PROTOCOL The protocol for this rapid review was registered on PROSPERO (ID: CRD42023475565) and published on Protocol Exchange (https://doi.org/10.21203/rs.3.pex-2438/v1).
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Affiliation(s)
- Hanna A Frank
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Melissa Chao
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Helen Tremlett
- Division of Neurology, Faculty of Medicine, The University of British Columbia and Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Ruth Ann Marrie
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences and Health Sciences Centre, University of Manitoba, Winnipeg, MB, Canada; Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Kyla A McKay
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden; Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Fardowsa Yusuf
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Feng Zhu
- Division of Neurology, Faculty of Medicine, The University of British Columbia and Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada
| | - Mohammad Ehsanul Karim
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada; Centre for Advancing Health Outcomes, St. Paul's Hospital, Vancouver, BC, Canada.
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Zekibakhsh Mohammadi N, Kianimoghadam AS, Mikaeili N, Asgharian SS, Jafari M, Masjedi-Arani A. Sleep Disorders and Fatigue among Patients with MS: The Role of Depression, Stress, and Anxiety. Neurol Res Int 2024; 2024:6776758. [PMID: 38322749 PMCID: PMC10843872 DOI: 10.1155/2024/6776758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 01/07/2024] [Accepted: 01/18/2024] [Indexed: 02/08/2024] Open
Abstract
Sleep disorders and fatigue represent prominent symptoms frequently experienced by individuals with multiple sclerosis (MS). Some psychological factors such as depression, stress, and anxiety seem to have a relationship with such problems. This study aimed to examine the role of depression, stress, and anxiety in predicting sleep disorders and fatigue among patients with MS. Employing a cross-sectional descriptive-correlational design, the study involved a sample size of 252 participants selected through purposive sampling based on inclusion and exclusion criteria. We utilized a demographic information questionnaire along with the Mini-Sleep Questionnaire (MSQ), Fatigue Severity Scale (FSS), and Depression, Anxiety, and Stress Scale (DASS-21) to collect data and analyzed them applying SPSS22, incorporating statistical measures including Pearson correlation and regression. The results of the Pearson correlation coefficient showed that sleep disorders had a positive and significant relationship with depression (r = 0.56; P < 0.001), stress (r = 0.40; P < 0.001), and anxiety (r = 0.52; P < 0.001). There was no significant relationship between age and the development of sleep disorders in total score (r = -0.001; P < 0.985), but age had a relationship with insomnia (r = -0.146; P < 0.021) and oversleeping (r = 0.153; P < 0.015). Age and fatigue did not have a significant relationship as well (r = -0.044; P < 0.941). In addition, fatigue had a positive and significant relationship with depression (r = 0.52; P < 0.001), stress (r = 0.48; P < 0.001), and anxiety (r = 0.54; P < 0.001). The results of the regression analysis also showed that depression, stress, and anxiety predict 0.37% of the total variance of sleep disorders (F = 48.34; P < 0.001) and 0.35% of the total variance of fatigue (F = 44.64; P < 0.001). Our findings suggest that depression, stress, and anxiety play a significant role in predicting sleep disorders and fatigue among patients with MS. This study has been reported in accordance with the TREND checklist for nonrandomized trials.
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Affiliation(s)
- Nassim Zekibakhsh Mohammadi
- Department of Psychology, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Amir Sam Kianimoghadam
- Department of Clinical Psychology, Religion and Health Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Niloofar Mikaeili
- Department of Psychology, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran
| | | | - Mahdieh Jafari
- Department of Psychology, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Abbas Masjedi-Arani
- Department of Clinical Psychology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Jerković A, Nikolić Ivanišević M, Šimić N, Poljičanin A, Đogaš Z, Rogić Vidaković M. Psychometric properties of the Croatian version of the Multiple Sclerosis Walking Scale (MSWS-12). Disabil Rehabil 2023; 45:3373-3378. [PMID: 36222552 DOI: 10.1080/09638288.2022.2132301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 08/30/2022] [Accepted: 09/04/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE Walking difficulties in people with multiple sclerosis (pwMS) are one of the most pronounced predictors affecting patients' quality of life. The study objective was to determine the psychometric properties of the Croatian version of the Multiple Sclerosis Walking Scale (MSWS-12) among pwMS in Croatia and to examine the association between MSWS-12 and Depression, Anxiety, and Stress Scale-21 (DASS-21), and Multiple Sclerosis Impact Scale-29 (MSIS-29). MATERIALS AND METHODS A cross-sectional study included a sample of pwMS (N = 148). Psychometric properties were examined by estimating the validity and reliability of the MSWS-12. The predictive validity of MSWS-12 and demographic and disease-related factors were assessed by a hierarchical regression model using MSIS-29 and DASS-21 as criterion variables. RESULTS Scale reliability was good for the MSWS-12 scale, expressed by Cronbach's alpha coefficient (α = 0.98). Correlations between MSWS-12 and DASS-21 (0.20-0.27) and between MSWS-12 and MSIS-29 subscales (0.47-0.83) provided initial support for the convergent validity. Factor analysis demonstrated the unidimensional structure of the MSWS-12. CONCLUSIONS The Croatian version of the MSWS-12 is a reliable, valid, and clinically useful tool for assessing walking impairments in pwMS.Implications for rehabilitationWalking difficulties in people with multiple sclerosis (pwMS) are one of the most pronounced predictors affecting patients' quality of life.Multiple Sclerosis Walking Scale (MSWS-12) is a measure of the disease's impact on walking abilities from the patient's perspective.MSWS-12 is a reliable scale for assessing walking speed, endurance, and gait quality in multiple sclerosis and is validated in several languages (Korean, Italian, Brazilian, and Persian).The Croatian version of the MSWS-12 is a reliable, predictive, and valid tool for screening walking impairments in pwMS.
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Affiliation(s)
- Ana Jerković
- Department of Neuroscience, School of Medicine, Laboratory for Human and Experimental Neurophysiology (LAHEN), University of Split, Split, Croatia
| | | | - Nataša Šimić
- Department of Psychology, University of Zadar, Zadar, Croatia
| | - Ana Poljičanin
- Institute of Physical Medicine and Rehabilitation with Rheumatology, University Hospital of Split, Split, Croatia
- Department of Health Studies, University of Split, Split, Croatia
| | - Zoran Đogaš
- Department of Neuroscience, School of Medicine, Laboratory for Human and Experimental Neurophysiology (LAHEN), University of Split, Split, Croatia
- Sleep Medical Centre, University Hospital of Split, Split, Croatia
| | - Maja Rogić Vidaković
- Department of Neuroscience, School of Medicine, Laboratory for Human and Experimental Neurophysiology (LAHEN), University of Split, Split, Croatia
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Tait MA, Costa DS, Campbell R, Norman R, Warne LN, Schug S, Rutherford C. Health-related quality of life in patients accessing medicinal cannabis in Australia: The QUEST initiative results of a 3-month follow-up observational study. PLoS One 2023; 18:e0290549. [PMID: 37672515 PMCID: PMC10482296 DOI: 10.1371/journal.pone.0290549] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 08/09/2023] [Indexed: 09/08/2023] Open
Abstract
AIMS Patients with chronic health conditions not responding to conventional treatment can access medicinal cannabis (MC) prescriptions from clinicians in Australia. We aimed to assess overall health-related quality of life (HRQL), pain, fatigue, sleep, anxiety, and depression in a large real-world sample of patients accessing prescribed medicinal cannabis. We hypothesized that all patient-reported outcomes (PROs) would improve from baseline to 3-months. METHODS The QUEST Initiative is a large prospective multicenter study of patients with any chronic health condition newly prescribed medicinal cannabis between November 2020 and December 2021. Eligible patients were identified by 120 clinicians at medical centers across six Australian states. Consenting participants completed the EuroQol Group EQ-5D-5L health status questionnaire; European Organization for Research & Treatment of Cancer Quality of Life questionnaire (QLQ-C30); Patient-Reported Outcomes Measurement Information System (PROMIS) Short Forms in Fatigue and Sleep Disturbance, and the Depression Anxiety Stress Scale (DASS-21) before starting therapy, at 2-weeks titration, then monthly for 3-months. RESULTS Of the 2762 consenting participants, 2327 completed baseline and at least one follow-up questionnaire. Ages ranged between 18-97 years (mean 51y; SD = 15.4), 62.8% were female. The most commonly treated conditions were chronic pain (n = 1598/2327; 68.7%), insomnia (n = 534/2327; 22.9%), generalized anxiety (n = 508/2327; 21.5%), and mixed anxiety and depression (n = 259/2327; 11%). Across the whole cohort both EQ-5D-5L utility scores and QLQ-C30 summary scores showed clinically meaningful improvement in HRQL from baseline to mean follow-up with d = 0.54 (95%CI:0.47 to 0.59) and d = 0.64 (95%CI:0.58 to 0.70) respectively; and clinically meaningful improvement in fatigue (d = 0.54; 95%CI:0.48 to 0.59). There was clinically meaningful reduction of pain for those with chronic pain (d = 0.65; 95%CI:0.57 to 0.72); significant improvements for those with moderate to extremely severe anxiety (X2 = 383; df = 4; p<0.001) and depression (X2 = 395; df = 4; p<0.001); and no changes in sleep disturbance. CONCLUSIONS We observed statistically significant, clinically meaningful improvements in overall HRQL and fatigue over the first 3-months in patients with chronic health conditions accessing prescribed medical cannabis. Anxiety, depression, and pain also improved over time, particularly for those with corresponding health conditions. The study continues to follow-up patients until 12-months to determine whether improvements in PROs are maintained long-term. TRAIL REGISTRATION Study registration - Australian New Zealand Clinical Trials Registry: ACTRN12621000063819. https://www.australianclinicaltrials.gov.au/anzctr/trial/ACTRN12621000063819.
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Affiliation(s)
- Margaret-Ann Tait
- Faculty of Science, School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
- Faculty of Medicine and Health, Sydney Nursing School, The University of Sydney, Sydney, New South Wales, Australia
| | - Daniel S.J. Costa
- Faculty of Science, School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
| | - Rachel Campbell
- Faculty of Science, School of Psychology, The University of Sydney, Sydney, New South Wales, Australia
| | - Richard Norman
- School of Population Health, Curtin University, Perth, Australia
| | - Leon N. Warne
- Little Green Pharma, West Perth, Western Australia, Australia
- College of Science, Health, Engineering and Education, Murdoch University, Perth, Western Australia, Australia
- School of Pharmacy and Biomedical Sciences, Curtin Health Innovation Research Institute, Curtin University, Perth, Western Australia, Australia
| | - Stephan Schug
- School of Medicine and Pharmacology, University of Western Australia, Perth, Australia
| | - Claudia Rutherford
- Faculty of Medicine and Health, Sydney Nursing School, The University of Sydney, Sydney, New South Wales, Australia
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Han A, Wilroy JD, Jenkins J, Yuen HK. Effects of a coach-guided videoconferencing acceptance and commitment therapy intervention combined with psychoeducation on distressed individuals living with spinal cord injury: a preliminary mixed-methods study. Disabil Rehabil 2023; 45:644-654. [PMID: 35156500 DOI: 10.1080/09638288.2022.2038283] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
PURPOSE This study examined effects of coach-guided videoconferencing acceptance and commitment therapy (ACT) accompanied by psychoeducation on distressed individuals with spinal cord injury (SCI) and explored participants' experiences in the intervention. MATERIALS AND METHODS Ten people with SCI participated in 8 individual videoconferencing sessions delivered by trained coaches. Data using self-reported questionnaires and individual interviews was collected at pretest and posttest and analyzing using Wilcoxon signed-rank tests and interpretative phenomenological analysis (ClinicalTrials.gov ID: NCT04670406). RESULTS Statistically significant improvements were found in depression, anxiety, stress, grief, engagement in meaningful activities, and self-compassion with medium to large effect sizes. There was no significant change in quality of life, resilience, and ACT processes. Participants gained a new way of thinking by: being aware of thoughts and emotions; exploring perceptions of others; and focusing on the present. Also, the intervention equipped participants to deal with challenges by: improving coping with SCI-related conditions; practicing self-compassion, acceptance, and meditation; and acquiring skills of value-based decision making and committed action. CONCLUSIONS Findings contribute to the limited evidence as the first study that measured effects of videoconferencing ACT on people with SCI. Future randomized controlled trials are needed to measure efficacy of internet-delivered ACT for people with SCI.IMPLICATIONS FOR REHABILITATIONGuided videoconferencing ACT may reduce depressive symptoms, anxiety, stress, and grief and increase engagement in meaningful activities and self-compassion in people with SCI.Professionals may consider ACT as a supportive or adjunct service for people with SCI who experience psychological distress.
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Affiliation(s)
- Areum Han
- Department of Occupational Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jereme D Wilroy
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jeremy Jenkins
- Telehealth Private Practice: jeremyjenkins.icouch.me, Edmond, OK, USA
| | - Hon K Yuen
- Department of Occupational Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
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Jerković A, Pavelin S, Šoda J, Vujović I, Rogić Vidaković M. Symptom-Level Disability Status Assessed with an Electronic Unsupervised Patient-Reported Expanded Disability Status Scale (ePR-EDSS) in Multiple Sclerosis Patients-The Example of Croatia. J Clin Med 2022; 11:jcm11144081. [PMID: 35887852 PMCID: PMC9319578 DOI: 10.3390/jcm11144081] [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: 05/17/2022] [Revised: 07/07/2022] [Accepted: 07/13/2022] [Indexed: 12/04/2022] Open
Abstract
The present study aimed to apply an electronic, unsupervised patient-reported Expanded Disability Status Scale (ePR-EDSS) to investigate disability severity in people with multiple sclerosis (pwMS) as a case study in Croatia in 2021, including demographic and comorbidity characteristics and multiple sclerosis (MS) disease-related factors. The cross-sectional study was conducted as an online survey from 4 October 2021 to 31 December 2021. Symptom-level disability status was assessed with ePR-EDSS for MS capturing MS-related disability across the spectrum of severity.The study enrolled 147 pwMS patients, of which 84% were women. The mean age ± standard deviation in the sample was 41.1 ± 11.3, and the mean disease duration was 8.5 ± 7.4 years, with a median EDSS score of 3.0 (range, 0−8). The distribution of the participants according to clinical forms of MS was as follows: 71% had relapsing-remitting MS, 13% had primary progressive MS, 4% had secondary progressive PMS, and 12% did not provide information on their MS type. Twenty-nine point two percent (29.2%) of the participants had comorbidities in addition to MS. EDSS scores indicate significant differences with regard to age (t = −3.51, p < 0.001), gender (χ2 = 8.04, p < 0.01), and immunomodulatory drug use (χ2 = 5.89, p < 0.05). An ePR-EDSS analysis of disability symptoms showed a significant difference in symptoms with regard to strength, sensation, coordination, vision, fatigue, mobility, and overall wellness among MS types. Participants with PPMS and SPMS were older on average, had higher EDSS, and had more pronounced symptoms of disability measured with ePR-EDSS compared to those with RRMS. Application of ePR-EDSS shows it to be a reliable eHealth tool for clinical assessment of pwMS disability status, and future studies should correlate it with standard self-report scales capturing MS symptoms such as fatigue, depression, anxiety, and stress.
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Affiliation(s)
- Ana Jerković
- Laboratory for Human and Experimental Neurophysiology (LAHEN), Department of Neuroscience, School of Medicine, University of Split, 21000 Split, Croatia;
| | - Sanda Pavelin
- Department of Neurology, University Hospital of Split, 21000 Split, Croatia;
| | - Joško Šoda
- Department of Marine Electrical Engineering and Information Technologies, Faculty of Maritime Studies, University of Split, 21000 Split, Croatia; (J.Š.); (I.V.)
| | - Igor Vujović
- Department of Marine Electrical Engineering and Information Technologies, Faculty of Maritime Studies, University of Split, 21000 Split, Croatia; (J.Š.); (I.V.)
| | - Maja Rogić Vidaković
- Laboratory for Human and Experimental Neurophysiology (LAHEN), Department of Neuroscience, School of Medicine, University of Split, 21000 Split, Croatia;
- Correspondence: ; Tel.: +385-(0)-21-557-876 or +385-(0)-98-508-210; Fax: +358-(0)-21-557-955
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Jerković A, Mikac U, Matijaca M, Košta V, Ćurković Katić A, Dolić K, Vujović I, Šoda J, Đogaš Z, Pavelin S, Rogić Vidaković M. Psychometric Properties of the Pittsburgh Sleep Quality Index (PSQI) in Patients with Multiple Sclerosis: Factor Structure, Reliability, Correlates, and Discrimination. J Clin Med 2022; 11:jcm11072037. [PMID: 35407644 PMCID: PMC8999563 DOI: 10.3390/jcm11072037] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 03/28/2022] [Accepted: 04/04/2022] [Indexed: 12/15/2022] Open
Abstract
Sleep disturbances and poor sleep are a common complaint in the population with multiple sclerosis (MS) disease. The most commonly reported scale is the Pittsburgh Sleep Quality Index (PSQI), measuring seven components of sleep quality. Yet, till today, the PSQI instrument has not been validated in people with multiple sclerosis (pwMS). The objective of our study was to add precision in sleep quality assessment by investigating the psychometric properties of PSQI (factor structure, reliability, validity based on relations with other variables, cut-off scores) in pwMS. The cross-sectional study included data on a total of 87 patients with MS and 216 control subjects. Demographic information, education level, and MS-related variables were ascertained. Psychometric properties were examined by estimating the validity, including factor structure, metric invariance, and relations with other MS- and non-MS-related variables, reliability, and discrimination ability of the PSQI. The Croatian version of the PSQI had a two-factor structure which demonstrated loading and partial intercept invariance between pwMS and the control group. The global score and both subscales had high internal consistencies (McDonald's omega and Cronbach's alpha coefficients) in pwMS and showed expected relations with demographic and MS-related variables. PwMS differed significantly in the PSQI global score from the control groups, although receiver operating characteristics (ROC) curve analysis did not indicate a clear cut-off point. The PSQI is a reliable and valid scale and can be applied in clinical settings for assessing sleep quality in pwMS.
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Affiliation(s)
- Ana Jerković
- Laboratory for Human and Experimental Neurophysiology (LAHEN), Department of Neuroscience, School of Medicine, University of Split, 21000 Split, Croatia; (A.J.); (Z.Đ.)
| | - Una Mikac
- Department of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, 10000 Zagreb, Croatia;
| | - Meri Matijaca
- Department of Neurology, University Hospital of Split, 21000 Split, Croatia; (M.M.); (V.K.); (A.Ć.K.); (S.P.)
| | - Vana Košta
- Department of Neurology, University Hospital of Split, 21000 Split, Croatia; (M.M.); (V.K.); (A.Ć.K.); (S.P.)
| | - Ana Ćurković Katić
- Department of Neurology, University Hospital of Split, 21000 Split, Croatia; (M.M.); (V.K.); (A.Ć.K.); (S.P.)
| | - Krešimir Dolić
- Department of Radiology, University Hospital of Split, 21000 Split, Croatia;
| | - Igor Vujović
- Department of Marine Electrical Engineering and Information Technologies, Faculty of Maritime Studies, University of Split, 21000 Split, Croatia; (I.V.); (J.Š.)
| | - Joško Šoda
- Department of Marine Electrical Engineering and Information Technologies, Faculty of Maritime Studies, University of Split, 21000 Split, Croatia; (I.V.); (J.Š.)
| | - Zoran Đogaš
- Laboratory for Human and Experimental Neurophysiology (LAHEN), Department of Neuroscience, School of Medicine, University of Split, 21000 Split, Croatia; (A.J.); (Z.Đ.)
- Sleep Medical Center, University of Split, 21000 Split, Croatia
| | - Sanda Pavelin
- Department of Neurology, University Hospital of Split, 21000 Split, Croatia; (M.M.); (V.K.); (A.Ć.K.); (S.P.)
| | - Maja Rogić Vidaković
- Laboratory for Human and Experimental Neurophysiology (LAHEN), Department of Neuroscience, School of Medicine, University of Split, 21000 Split, Croatia; (A.J.); (Z.Đ.)
- Correspondence: (M.R.V.); Tel.: +385-(0)21-557-876 or +385-(0)98-508-210; Fax: +358-(0)-21-557-955
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Information Processing Speed Assessed with Letter Digit Substitution Test in Croatian Sample of Multiple Sclerosis Patients. Diagnostics (Basel) 2022; 12:diagnostics12010111. [PMID: 35054278 PMCID: PMC8774378 DOI: 10.3390/diagnostics12010111] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/29/2021] [Accepted: 12/30/2021] [Indexed: 12/12/2022] Open
Abstract
Cognitive impairment is a common complaint in people with multiple sclerosis (pwMS). The study objective was to determine the psychometric properties of the letter digit substitution test (LDST) that measures information processing speed and to investigate the impact of relevant predictors of LDST achievement in pwMS. The design was cross-sectional. The study included 87 pwMS and 154 control subjects. The validity of LDST was examined, and a hierarchical regression model was used to explore relevant predictors of LDST success. The LDST had excellent construct validity, as expressed by differences between pwMS and control subjects. Convergent validity of the LDST was supported by a significant moderate correlation with the expanded disability status scale (EDSS) (ρ = −0.36; p < 0.05) and a significantly strong correlation with the multiple sclerosis impact scale (MSIS-29) physical subscale (r = −0.64; p < 0.01). The LDTS score well differentiated the pwMS considering age, education, EDSS, disease duration, comorbidity, and medication therapy. Using the LDST as a criterion variable in pwMS results showed consistent evidence for the age, education, and EDSS impact on LDST performance. The best cut-off score of ≤35 discriminated the control and MS group. LDST proved to be a valid test for assessing information processing speed in pwMS.
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Jerković A, Proroković A, Matijaca M, Vuko J, Poljičanin A, Mastelić A, Ćurković Katić A, Košta V, Kustura L, Dolić K, Ðogaš Z, Rogić Vidaković M. Psychometric Properties of the HADS Measure of Anxiety and Depression Among Multiple Sclerosis Patients in Croatia. Front Psychol 2021; 12:794353. [PMID: 34917005 PMCID: PMC8670005 DOI: 10.3389/fpsyg.2021.794353] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 11/12/2021] [Indexed: 12/04/2022] Open
Abstract
Depression and anxiety are common complaints in patients with multiple sclerosis (MS). The study objective was to investigate the factor structure, internal consistency, and correlates of the Croatian version of the Hospital Anxiety and Depression Scale (HADS) in patients with MS. A total of 179 patients with MS and 999 controls were included in the online survey. All subjects completed the HADS and self-administered questionnaires capturing information of demographic, education level, disease-related variables, and the Multiple Sclerosis Impact Scale-29 (MSIS-29). Psychometric properties were examined by estimating the validity, reliability, and factor structure of the HADS in patients with MS. The two HADS subscales (anxiety and depression) had excellent internal consistencies (Cronbach’s α value 0.82–0.83), and factor analysis confirmed a two-factor structure. The convergent validity of the HADS subscales appeared to be good due to the significant correlations between HADS and MSIS-29. Receiver operating characteristic (ROC) analysis indicates that the HADS subscales have a significant diagnostic validity for group differentiation. Hierarchical regression analysis using MSIS-29 subscales as criterion variables showed consistent evidence for the incremental validity of the HADS. The HADS is a reliable and valid self-assessment scale in patients with MS and is suggested to be used in clinical monitoring of the psychiatric and psychological status of patients with MS.
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Affiliation(s)
- Ana Jerković
- Laboratory for Human and Experimental Neurophysiology, Department of Neuroscience, School of Medicine, University of Split, Split, Croatia
| | - Ana Proroković
- Department of Psychology, University of Zadar, Zadar, Croatia
| | - Meri Matijaca
- Department of Neurology, University Hospital of Split, Split, Croatia
| | - Jelena Vuko
- Department of Psychology, University of Zadar, Zadar, Croatia
| | - Ana Poljičanin
- Institute of Physical Medicine and Rehabilitation with Rheumatology, University Hospital of Split, Split, Croatia.,Department for Health Studies, University of Split, Split, Croatia
| | - Angela Mastelić
- Department of Medical Chemistry and Biochemistry, University of Split School of Medicine, Split, Croatia
| | | | - Vana Košta
- Department of Neurology, University Hospital of Split, Split, Croatia
| | - Lea Kustura
- Department Psychiatry, University Hospital of Split, Split, Croatia
| | - Krešimir Dolić
- Department of Radiology, University Hospital of Split, Split, Croatia
| | - Zoran Ðogaš
- Laboratory for Human and Experimental Neurophysiology, Department of Neuroscience, School of Medicine, University of Split, Split, Croatia.,Sleep Medical Center, University of Split, Split, Croatia
| | - Maja Rogić Vidaković
- Laboratory for Human and Experimental Neurophysiology, Department of Neuroscience, School of Medicine, University of Split, Split, Croatia
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