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Hamilton CJ, Harrison K. [Formula: see text] Beyond the rubicon: a continuum approach to investigating the impact of ADHD like characteristics on everyday executive function in children with Tourette Syndrome. Child Neuropsychol 2024; 30:381-401. [PMID: 37104813 DOI: 10.1080/09297049.2023.2202903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 04/04/2023] [Indexed: 04/29/2023]
Abstract
Across a range of neurodevelopmental conditions, a diagnosis of attention deficit hyperactivity disorder (ADHD) has been shown to be associated with executive function impairment. However, the DSM-V emphasis upon viewing psychological characteristics as existing on a continuous distributed quantitative dimension has enabled the opportunity to consider the influence of sub-diagnostic or sub-referral levels of these psychological characteristics upon cognitive function. This study adopted a continuum approach to the consideration of this ADHD influence and examined the extent to which the difference in parental reported executive functions between children with Tourette syndrome (TS) or typically developing children could be mediated by a concurrent group difference in the possession of sub-referral levels of ADHD-like characteristics. A total of 146 children, 58 with reported TS diagnosis, participated. Parental report measures of ecological executive functioning, the Child Executive Functioning Inventory, and the Vanderbilt ADHD Diagnostic Parent Rating Scale were employed. The analyses with a full sample and a sub-referral sample revealed significant group differences in most of the key measures. In addition, these measures were highly correlated even when controlling for age and gender. A series of mediation analyses indicated that in all models, the ADHD-like measures significantly mediated the group difference in executive function. These results suggest that sub-referrals levels of ADHD-like characteristics continue to contribute to executive challenges in TS. Future intervention research targeting these executive functions should consider the presence of ADHD-like characteristics at sub-referral levels of possession.
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Affiliation(s)
- Colin J Hamilton
- Department of Psychology, University of Northumbria, Newcastle upon Tyne, UK
| | - Karen Harrison
- Department of Psychology, University of Northumbria, Newcastle upon Tyne, UK
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Baroi B, Himi SA. Psychometric properties of the Teenage Executive Functioning Inventory (TEXI): A confirmatory factor analysis and measurement invariance by gender in Bangladeshi adolescents. APPLIED NEUROPSYCHOLOGY. CHILD 2024:1-9. [PMID: 38498931 DOI: 10.1080/21622965.2024.2324983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
The Teenage Executive Functioning Inventory (TEXI) is a newly developed, reliable, and valid measure to assess deficits in executive functioning. The present study aimed to adapt and evaluate the psychometric properties and factor structure of the Bangla version of the TEXI in a sample of Bangladeshi adolescents. The cross-sectional research on 360 Bangladeshi adolescents aged between 12 and 18 years was carried out. Initially, the 20-item TEXI was translated into Bangla and pretested. Confirmatory factor analysis (CFA) was used to test factor structure and measurement invariance across genders. The CFA identified a two-factor solution, including working memory and inhibition, thereby replicating the original model. Multi-group CFA further suggested configural, metric, scaler, and residual measurement invariance between genders in a Bangladeshi sample. The internal consistency reliability of the TEXI was adequate. Construct and criterion-related validity were confirmed by establishing substantial and statistically significant correlations between the two factors within the TEXI and the associations between academic performance and the overall TEXI score. The Bangla version of the TEXI is a valuable measurement tool for evaluating executive dysfunction among adolescents. This study opens the door to future research on adolescents' executive functioning deficits and their relationship with other real-life behaviors.
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Affiliation(s)
- Bijon Baroi
- Department of Psychology, Jagannath University, Dhaka, Bangladesh
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Keenan L, Bramham J, Downes M. Parent-Report Sleep Disturbances and Everyday Executive Functioning Difficulties in Children with Tourette Syndrome. Dev Neuropsychol 2024; 49:39-60. [PMID: 38224316 DOI: 10.1080/87565641.2023.2300428] [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: 07/25/2023] [Accepted: 12/22/2023] [Indexed: 01/16/2024]
Abstract
There is an increasing need to identify and treat sleep disturbances in Tourette syndrome (TS), a neurodevelopmental condition characterized by tics. This study explored sleep, tics, and executive functioning in children with TS (n=136) and neurotypical controls (n=101) through parent-report scales and open-ended questions. 85% of children with TS scored in the clinical range for a sleep disorder. Higher tic severity predicted increased sleep disturbances and executive difficulties. Qualitative insights indicated a bidirectional link between sleep and tics, which warrants consideration in clinical settings. Further research is needed to explore causal links.
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Affiliation(s)
- Lisa Keenan
- School of Psychology, University College Dublin, Dublin, Ireland
| | - Jessica Bramham
- School of Psychology, University College Dublin, Dublin, Ireland
| | - Michelle Downes
- School of Psychology, University College Dublin, Dublin, Ireland
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Parhoon K, Aita SL, Parhoon H, Moradi A, Roth RM. Psychometric properties of the Behavior Rating Inventory of Executive Function, second edition (BRIEF2) self-report form in Iranian adolescents. APPLIED NEUROPSYCHOLOGY. CHILD 2024; 13:1-7. [PMID: 35930392 DOI: 10.1080/21622965.2022.2106437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
BACKGROUND This study investigated the psychometric properties of a Persian translation of the Behavior Rating Inventory of Executive Function, Second Edition (BRIEF2) Self-Report form. METHOD Participants were 589 typically developing adolescents (336 girls and 253 boys), ages 11-18 years old (M = 15.16; SD = 2.04), in Iran. They completed the Persian version of the BRIEF2 Self-Report form and Teenage Executive Functioning Inventory (TEXI). The Persian translated BRIEF2 psychometric properties were examined via internal consistency, test-retest reliability, convergent validity via associations with TEXI scores, and internal structure using structural equation modeling (SEM) to evaluate fit of the three-factor structure from the original English version BRIEF2. RESULTS Findings indicated the Persian version of BRIEF2 Self-Report form yielded scores with robust reliability, with internal consistency ranging from .87 to .93 and test-retest correlations ranging from .89 to .96, and adequate convergent validity, with correlations with the TEXI ranging from .48 to .79. SEM revealed that a three-factor solution was the best fitting model for the seven subscales of the Persian BRIEF2. CONCLUSION These findings support the clinical use of the Persian BRIEF2 in Iranian adolescents, including the interpretation of the BRIEF2 three-factor structure, as well as the multidimensional nature of executive functions.
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Affiliation(s)
- Kamal Parhoon
- Postdoc Researcher in Cognitive Psychology, Kharazmi University, Tehran, Iran
| | - Stephen L Aita
- Department of Psychiatry, Geisel School of Medicine at Dartmouth College, Hanover, NH, USA
| | - Hadi Parhoon
- Department of Psychology, Razi University, Kermanshah, Iran
| | - Alireza Moradi
- Department of Clinical Psychology, Kharazmi University, Tehran, Iran
| | - Robert M Roth
- Department of Psychiatry, Geisel School of Medicine at Dartmouth College, Hanover, NH, USA
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Aneni K, Chen CH, Meyer J, Cho YT, Lipton ZC, Kher S, Jiao MG, Gomati de la Vega I, Umutoni FA, McDougal RA, Fiellin LE. Identifying Game-Based Digital Biomarkers of Cognitive Risk for Adolescent Substance Misuse: Protocol for a Proof-of-Concept Study. JMIR Res Protoc 2023; 12:e46990. [PMID: 37995115 DOI: 10.2196/46990] [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: 03/11/2023] [Revised: 09/06/2023] [Accepted: 10/03/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Adolescents at risk for substance misuse are rarely identified early due to existing barriers to screening that include the lack of time and privacy in clinic settings. Games can be used for screening and thus mitigate these barriers. Performance in a game is influenced by cognitive processes such as working memory and inhibitory control. Deficits in these cognitive processes can increase the risk of substance use. Further, substance misuse affects these cognitive processes and may influence game performance, captured by in-game metrics such as reaction time or time for task completion. Digital biomarkers are measures generated from digital tools that explain underlying health processes and can be used to predict, identify, and monitor health outcomes. As such, in-game performance metrics may represent digital biomarkers of cognitive processes that can offer an objective method for assessing underlying risk for substance misuse. OBJECTIVE This is a protocol for a proof-of-concept study to investigate the utility of in-game performance metrics as digital biomarkers of cognitive processes implicated in the development of substance misuse. METHODS This study has 2 aims. In aim 1, using previously collected data from 166 adolescents aged 11-14 years, we extracted in-game performance metrics from a video game and are using machine learning methods to determine whether these metrics predict substance misuse. The extraction of in-game performance metrics was guided by literature review of in-game performance metrics and gameplay guidebooks provided by the game developers. In aim 2, using data from a new sample of 30 adolescents playing the same video game, we will test if metrics identified in aim 1 correlate with cognitive processes. Our hypothesis is that in-game performance metrics that are predictive of substance misuse in aim 1 will correlate with poor cognitive function in our second sample. RESULTS This study was funded by National Institute on Drug Abuse through the Center for Technology and Behavioral Health Pilot Core in May 2022. To date, we have extracted 285 in-game performance metrics. We obtained institutional review board approval on October 11, 2022. Data collection for aim 2 is ongoing and projected to end in February 2024. Currently, we have enrolled 12 participants. Data analysis for aim 2 will begin once data collection is completed. The results from both aims will be reported in a subsequent publication, expected to be published in late 2024. CONCLUSIONS Screening adolescents for substance use is not consistently done due to barriers that include the lack of time. Using games that provide an objective measure to identify adolescents at risk for substance misuse can increase screening rates, early identification, and intervention. The results will inform the utility of in-game performance metrics as digital biomarkers for identifying adolescents at high risk for substance misuse. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/46990.
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Affiliation(s)
- Kammarauche Aneni
- Child Study Center, Yale School of Medicine, New Haven, CT, United States
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, United States
| | - Ching-Hua Chen
- Center for Computational Health, IBM Research, Yorktown Heights, NY, United States
| | - Jenny Meyer
- Child Study Center, Yale School of Medicine, New Haven, CT, United States
- Fairfield University, Fairfield, CT, United States
| | - Youngsun T Cho
- Child Study Center, Yale School of Medicine, New Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| | - Zachary Chase Lipton
- Machine Learning Department, School of Computer Science, Carnegie Mellon University, Pittsburg, PA, United States
| | | | - Megan G Jiao
- McGovern Medical School, UTHealth Houston, Houston, TX, United States
| | | | | | - Robert A McDougal
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, United States
- Yale School of Public Health, New Haven, CT, United States
| | - Lynn E Fiellin
- Child Study Center, Yale School of Medicine, New Haven, CT, United States
- Yale School of Public Health, New Haven, CT, United States
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States
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Cakiroglu S, Gormez V, Gozpinar N, Usta Gunduz EB. Psychometric properties of the Teenage Executive Functioning Inventory in a Turkish sample of adolescents: deficits in working memory and inhibition among adolescents. Child Neuropsychol 2023; 29:321-339. [PMID: 35694828 DOI: 10.1080/09297049.2022.2086975] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The Teenage Executive Functioning Inventory (TEXI) is a measurement tool that consists of two subscales, working memory and inhibition, and allows both self and parent rating. This study aimed to examine the psychometric properties of the Turkish version of TEXI in a sample of 184 parents and 476 adolescents aged 11 and 18 years and to measure the relationship between executive functions and mental health problems, including attention deficit hyperactivity disorder and major depressive disorder and anxiety disorders. Confirmatory factor analyses showed acceptable/good fit indices and confirmed the two-factor structure for both the adolescent and parent forms. Test-retest results and Cronbach's alpha coefficient showed that the scale had high reliability. The results also showed that deficits in executive functions were associated with various mental health problems in adolescents. The findings demonstrated that a Turkish translation of the TEXI is a valid and reliable tool for evaluating the executive functions of adolescents.
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Affiliation(s)
- Suleyman Cakiroglu
- Department of Child and Adolescent Psychiatrist, School of Medicine, Altınbaş University, Istanbul, Turkey
| | - Vahdet Gormez
- Department of Child and Adolescent Psychiatrist, Medicine Faculty, Istanbul Medeniyet University, Istanbul, Turkey
| | - Nuran Gozpinar
- Department of Child and Adolescent Psychiatrist, Istanbul Goztepe Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
| | - Elvan Basak Usta Gunduz
- Department of Child and Adolescent Psychiatrist, Istanbul Goztepe Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
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Garcia GDV. Executive Functions and English Reading Comprehension among Filipino Students. READING PSYCHOLOGY 2022. [DOI: 10.1080/02702711.2022.2156950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Glenda Darlene V. Garcia
- Department of Psychology and Human Development, University College London-Institute of Education and Department of Psychological Sciences, Birkbeck, University of London, Bloomsbury, London, United Kingdom
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Kusi-Mensah K, Nuamah ND, Wemakor S, Agorinya J, Seidu R, Martyn-Dickens C, Bateman A. Assessment Tools for Executive Function and Adaptive Function Following Brain Pathology Among Children in Developing Country Contexts: a Scoping Review of Current Tools. Neuropsychol Rev 2022; 32:459-482. [PMID: 34870774 PMCID: PMC9381467 DOI: 10.1007/s11065-021-09529-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 09/21/2021] [Indexed: 11/25/2022]
Abstract
Several tools have been developed to assess executive function (EFs) and adaptive functioning, although in mainly Western populations. Information on tools for low-and-middle-income country children is scanty. A scoping review of such instruments was therefore undertaken.We followed the Preferred Reporting Items for Systematic Review and Meta-Analysis- Scoping Review extension (PRISMA-ScR) checklist (Tricco et al., in Annals of Internal Medicine 169(7), 467-473, 2018). A search was made for primary research papers of all study designs that focused on development or adaptation of EF or adaptive function tools in low-and-middle-income countries, published between 1st January 1894 to 15th September 2020. 14 bibliographic databases were searched, including several non-English databases and the data were independently charted by at least 2 reviewers.The search strategy identified 5675 eligible abstracts, which was pruned down to 570 full text articles. These full-text articles were then manually screened for eligibility with 51 being eligible. 41 unique tools coming in 49 versions were reviewed. Of these, the Behaviour Rating Inventory of Executive Functioning (BRIEF- multiple versions), Wisconsin Card Sorting Test (WCST), Go/No-go and the Rey-Osterrieth complex figure (ROCF) had the most validations undertaken for EF tests. For adaptive functions, the tools with the most validation studies were the Vineland Adaptive Behaviour Scales (VABS- multiple versions) and the Child Function Impairment Rating Scale (CFIRS- first edition).There is a fair assortment of tests available that have either been developed or adapted for use among children in developing countries but with limited range of validation studies. However, their psychometric adequacy for this population was beyond the scope of this paper.
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Affiliation(s)
- Kwabena Kusi-Mensah
- Department of Psychiatry, University of Cambridge, Clifford Allbutt Building Cambridge Biomedical Campus CB2 OAH, Cambridge, UK.
- Komfo Anokye Teaching Hospital, P. O. Box 1934, Kumasi, Ghana.
| | | | - Stephen Wemakor
- Department of Psychiatry, University of Michigan Health System, 1500 E Medical Center Dr, Ann Arbor, 48109, MI, USA
| | | | | | | | - Andrew Bateman
- Department of Psychiatry, University of Cambridge, Clifford Allbutt Building Cambridge Biomedical Campus CB2 OAH, Cambridge, UK
- School of Health and Social Care, University of Essex, Colchester, UK
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Escolano-Pérez E, Romero-Galisteo RP, Rodríguez-Medina J, Gálvez-Ruiz P. Executive function assessment: Adaptation of the Amsterdam executive function inventory using Spanish first-year university students from two knowledge areas. PLoS One 2022; 17:e0272802. [PMID: 35984782 PMCID: PMC9390914 DOI: 10.1371/journal.pone.0272802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 07/26/2022] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Many university students have difficulties in adapting to autonomous learning due to executive functioning deficits. In the Spanish university context, there is a lack of reliable validated instruments for the evaluation of executive functioning. In this sense, the aim of this research is to present the process of adaptation and validation of the Amsterdam Executive Function Inventory (AEFI) for the evaluation of executive functioning in the Spanish context. METHODS This study integrates two sequential processes: questionnaire translation and back-translation, and evaluation of the psychometric properties (exploratory and confirmatory factor analysis were conducted), reliability, validity and multigroup analysis to identify factorial invariance. An online questionnaire was used for data collection and R package lavaan software was administered to a sample of 519 first-year university students (270 females and 249 males). RESULTS The exploratory factor analysis evidenced an interna structure of three factors with adequate internal consistency (Cronbach's alpha higher than 0.70), endorsed in the confirmatory factor analysis that indicated an adequate goodness-of-fit-indexes for the model. The composite reliability showed values between 0.74 and 0.82, and the convergent (average variance extracted values ranged from 0.50 to 0.61) and discriminant validity were adequate. A multigroup-analysis showed the invariance factorial through the difference in the RMSEA, CFI and TLI index, performed both in the model comparison according to gender and academic disciplines. CONCLUSION The AEFI adapted for Spanish has practical implications for the management of university students, as it can facilitate the improvement of university policies designed to foster the development of executive functions, specifically in first-year students.
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Affiliation(s)
| | | | | | - Pablo Gálvez-Ruiz
- Faculty of Law and Social Sciences, Valencian International University, Valencia, Spain
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A Systematic Review of the Validity and Realiability of Assessment Tools for Executive Function and Adaptive Function Following Brain Pathology among Children and Adolescents in Low- and Middle-Income Countries. Neuropsychol Rev 2022; 32:974-1016. [PMID: 35349054 PMCID: PMC9630223 DOI: 10.1007/s11065-022-09538-3] [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: 06/08/2021] [Accepted: 01/20/2022] [Indexed: 11/17/2022]
Abstract
Minimal but increasing number of assessment instruments for Executive functions (EFs) and adaptive functioning (AF) have either been developed for or adapted and validated for use among children in low and middle income countries (LAMICs). However, the suitability of these tools for this context is unclear. A systematic review of such instruments was thus undertaken. The Systematic review was conducted following the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) checklist (Liberati et al., in BMJ (Clinical Research Ed.), 339, 2009). A search was made for primary research papers reporting psychometric properties for development or adaptation of either EF or AF tools among children in LAMICs, with no date or language restrictions. 14 bibliographic databases were searched, including grey literature. Risk of bias assessment was done following the COSMIN (COnsensus-based Standards for the selection of health status Measurement INstruments) guidelines (Mokkink et al., in Quality of Life Research,63, 32, 2014). For EF, the Behaviour Rating Inventory of Executive Functioning (BRIEF- multiple versions), Wisconsin Card Sorting Test (WCST), Go/No-go and the Rey-Osterrieth complex figure (ROCF) were the most rigorously validated. For AFs, the Vineland Adaptive Behaviour Scales (VABS- multiple versions) and the Child Function Impairment Rating Scale (CFIRS- first edition) were most validated. Most of these tools showed adequate internal consistency and structural validity. However, none of these tools showed acceptable quality of evidence for sufficient psychometric properties across all the measured domains, particularly so for content validity and cross-cultural validity in LAMICs. There is a great need for adequate adaptation of the most popular EF and AF instruments, or alternatively the development of purpose-made instruments for assessing children in LAMICs. Systematic Review Registration numbers: CRD42020202190 (EF tools systematic review) and CRD42020203968 (AF tools systematic review) registered on PROSPERO website (https://www.crd.york.ac.uk/prospero/).
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Podlesek A, Komidar L, Kavcic V. The Relationship Between Perceived Stress and Subjective Cognitive Decline During the COVID-19 Epidemic. Front Psychol 2021; 12:647971. [PMID: 34421707 PMCID: PMC8374330 DOI: 10.3389/fpsyg.2021.647971] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 07/12/2021] [Indexed: 12/12/2022] Open
Abstract
During the outbreak of the COVID-19 epidemic, fear of disease and its consequences, recommended lifestyle changes, and severe restrictions set by governments acted as stressors and affected people's mood, emotions, mental health, and wellbeing. Many studies conducted during this crisis focused on affective and physiological responses to stress, but few studies examined how the crisis affected cognition. The present cross-sectional study examined the relationship between physiological, affective, and cognitive responses to the epidemic. In an online survey conducted at the height of the first wave of the epidemic in Slovenia (April 15-25, 2020), 830 Slovenian residents aged 18-85 years reported the effects of stressors (confinement, problems at home, problems at work, lack of necessities, and increased workload), experienced emotions, generalized anxiety, perceived stress, changes in health, fatigue and sleep quality, and perceived changes in cognition during the epidemic. Risk factors for stress (neuroticism, vulnerability, general health, gender, and age) were also recorded. We hypothesized that stressors and stress risk factors will be related to subjective cognitive decline, with negative emotions, generalized anxiety, perceived stress, and physical symptoms acting as mediator variables. On average, the results showed a mild subjective cognitive decline during the epidemic. In structural equation modeling, 34% of its variance was predicted by the mediator variables, with negative emotions and physical symptoms having the largest contribution. Stress risk factors were predictably related to the four mediator variables. Among the stressors, confinement showed the strongest effect on the four mediator variables, implying the importance of thoughtful communication about necessary restrictive measures during emergency circumstances. The results of this study indicate that the possibility of altered cognitive function should be considered when planning work and study activities during the epidemic.
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Affiliation(s)
- Anja Podlesek
- Department of Psychology, Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
| | - Luka Komidar
- Department of Psychology, Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
| | - Voyko Kavcic
- Institute of Gerontology, Wayne State University, Detroit, MI, United States
- International Institute of Applied Gerontology, Ljubljana, Slovenia
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