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Hickman R, D’Oliveira TC, Davies A, Shergill S. Monitoring Daily Sleep, Mood, and Affect Using Digital Technologies and Wearables: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2024; 24:4701. [PMID: 39066098 PMCID: PMC11280943 DOI: 10.3390/s24144701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 07/05/2024] [Accepted: 07/10/2024] [Indexed: 07/28/2024]
Abstract
Background: Sleep and affective states are closely intertwined. Nevertheless, previous methods to evaluate sleep-affect associations have been limited by poor ecological validity, with a few studies examining temporal or dynamic interactions in naturalistic settings. Objectives: First, to update and integrate evidence from studies investigating the reciprocal relationship between daily sleep and affective phenomena (mood, affect, and emotions) through ambulatory and prospective monitoring. Second, to evaluate differential patterns based on age, affective disorder diagnosis (bipolar, depression, and anxiety), and shift work patterns on day-to-day sleep-emotion dyads. Third, to summarise the use of wearables, actigraphy, and digital tools in assessing longitudinal sleep-affect associations. Method: A comprehensive PRISMA-compliant systematic review was conducted through the EMBASE, Ovid MEDLINE(R), PsycINFO, and Scopus databases. Results: Of the 3024 records screened, 121 studies were included. Bidirectionality of sleep-affect associations was found (in general) across affective disorders (bipolar, depression, and anxiety), shift workers, and healthy participants representing a range of age groups. However, findings were influenced by the sleep indices and affective dimensions operationalised, sampling resolution, time of day effects, and diagnostic status. Conclusions: Sleep disturbances, especially poorer sleep quality and truncated sleep duration, were consistently found to influence positive and negative affective experiences. Sleep was more often a stronger predictor of subsequent daytime affect than vice versa. The strength and magnitude of sleep-affect associations were more robust for subjective (self-reported) sleep parameters compared to objective (actigraphic) sleep parameters.
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Affiliation(s)
- Robert Hickman
- Institute of Psychiatry, Psychology & Neuroscience, King’s College London, 16 De Crespigny Park, London SE5 8AF, UK;
- National Institute for Health Research, Maudsley Biomedical Research Centre, South London and Maudsley National Health Service Foundation Trust, London SE5 8AF, UK
| | - Teresa C. D’Oliveira
- Institute of Psychiatry, Psychology & Neuroscience, King’s College London, 16 De Crespigny Park, London SE5 8AF, UK;
- School of Psychology and Life Sciences, Canterbury Christ Church University, North Holmes Road, Canterbury CT1 1QU, UK
- Kent and Medway Medical School, Canterbury Christ Church University and the University of Kent, Canterbury CT2 7NZ, UK;
| | - Ashleigh Davies
- Kent and Medway Medical School, Canterbury Christ Church University and the University of Kent, Canterbury CT2 7NZ, UK;
| | - Sukhi Shergill
- Institute of Psychiatry, Psychology & Neuroscience, King’s College London, 16 De Crespigny Park, London SE5 8AF, UK;
- Kent and Medway Medical School, Canterbury Christ Church University and the University of Kent, Canterbury CT2 7NZ, UK;
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Blume JB, Dettmers J. Yogi or fireball - or both - a diary study on the interaction between mindfulness and vigor on job performance. Front Psychol 2024; 15:1385674. [PMID: 39011283 PMCID: PMC11247013 DOI: 10.3389/fpsyg.2024.1385674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 06/10/2024] [Indexed: 07/17/2024] Open
Abstract
Introduction Building upon the conservation of resources theory and the episodic process model of performance, this research addresses the gap in understanding how daily variations in two personal resources, particularly their interaction, affect job performance. Specifically, this study examines the influence of vigor and mindfulness on daily fluctuations in task performance considering the potential compensation effect between these personal resources in the workplace. Methods We conducted a five-day online diary study involving 192 participants (926 daily observations). At the conclusion of each workday, participants were asked to assess their level of mindfulness and vigor in the workplace using validated scales, as well as estimate their task performance. Results Multilevel analyses showed that both daily mindfulness and daily vigor positively predict self-reported task performance. The interaction between mindfulness and vigor was significant. The results suggest that high levels of mindfulness can compensate for low levels of vigor, and vice versa. Discussion Exploring the interplay of personal resources at work provides a valuable starting point for individual-tailored interventions that enable individuals to reach their full potential. Enhancing employees' mindfulness may increase job performance directly and empowers workers to compensate for periods of low energy.
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Affiliation(s)
- Johanna Barbara Blume
- Department of Work and Organizational Psychology, Faculty of Psychology, FernUniversität Hagen, Hagen, Germany
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Linking the effects of mindfulness and strengths use on work engagement: Two three-wave longitudinal studies. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-020-01000-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Weigelt O, Gierer P, Prem R, Fellmann M, Lambusch F, Siestrup K, Marcus B, Franke T, Tsantidis S, Golla M, Wyss C, Blume J. Time to recharge batteries – development and validation of a pictorial scale of human energy. EUROPEAN JOURNAL OF WORK AND ORGANIZATIONAL PSYCHOLOGY 2022. [DOI: 10.1080/1359432x.2022.2050218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Oliver Weigelt
- Wilhelm Wundt Institute of Psychology, Leipzig University, Leipzig, Germany
| | - Petra Gierer
- Organizational and Personnel Psychology, University of Rostock, Rostock, Germany
- Work and Organizational Psychology, University of Hagen, Hagen, Germany
| | - Roman Prem
- Institute of Psychology, University of Graz, Graz, Austria
| | - Michael Fellmann
- Business Information Systems, University of Rostock, Rostock, Germany
| | - Fabienne Lambusch
- Business Information Systems, University of Rostock, Rostock, Germany
| | - Katja Siestrup
- Work and Organizational Psychology, University of Hagen, Hagen, Germany
| | - Bernd Marcus
- Organizational and Personnel Psychology, University of Rostock, Rostock, Germany
| | - Thomas Franke
- Engineering Psychology and Cognitive Ergonomics, Universität zu Lübeck, Lübeck, Germany
| | - Sara Tsantidis
- Work and Organizational Psychology, University of Hagen, Hagen, Germany
| | - Miriam Golla
- Work and Organizational Psychology, University of Hagen, Hagen, Germany
| | - Claudia Wyss
- Work and Organizational Psychology, University of Hagen, Hagen, Germany
| | - Johanna Blume
- Work and Organizational Psychology, University of Hagen, Hagen, Germany
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Hong JC, Petsangsri S, Cui Y. Positive Affect Predicts Turnover Intention Mediated by Online Work Engagement: A Perspective of R&D Professionals in the Information and Communication Technology Industry. Front Psychol 2021; 12:764953. [PMID: 34987446 PMCID: PMC8720882 DOI: 10.3389/fpsyg.2021.764953] [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: 08/26/2021] [Accepted: 11/19/2021] [Indexed: 11/22/2022] Open
Abstract
Remote work has become the most popular approach during the COVID-19 lockdown; however, remote work engagement is an issue which creates challenges for human resource management. Some individuals engage in work no matter how difficult the job is, but some people's minds wander, no matter how simple the job is. To address this issue, this study drew on trait activation theory, which indicates that one's positive disposition may affect one's turnover intention mediated by work engagement, to formulate a research model to test the associations among R&D professionals. Questionnaires were distributed to R&D professionals working in China information and communication technology (ICT) through several Instant Message groups. In total, 386 valid questionnaires were collected for confirmatory factor analysis with structural equation modeling to verify the research model. The study found that positive affect can positively predict three types of remote work engagement: the cognitive, emotional, and behavioral engagement of R&D personnel. All three types of remote work engagement of R&D personnel can negatively predict their turnover intention. The results suggest that if human resource managers working in the ICT industry want to reduce the turnover intention rate of R&D workers under pressure from COVID-19, they should enhance workers' remote engagement by selecting R&D workers with a high level of positive affect.
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Affiliation(s)
- Jon-Chao Hong
- Institute for Research Excellence in Learning Science, National Taiwan Normal University, Taipei City, Taiwan
| | - Sirirat Petsangsri
- Department of Industrial Education, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand
| | - Yuting Cui
- Institute of Vocational and Adult Education, Faculty of Education, Beijing Normal University, Beijing, China
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Neuber L, Englitz C, Schulte N, Forthmann B, Holling H. How work engagement relates to performance and absenteeism: a meta-analysis. EUROPEAN JOURNAL OF WORK AND ORGANIZATIONAL PSYCHOLOGY 2021. [DOI: 10.1080/1359432x.2021.1953989] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Lina Neuber
- Department of Psychology, University of Münster, Münster, Germany
| | - Colinda Englitz
- Department of Psychology, University of Münster, Münster, Germany
| | - Niklas Schulte
- Department of Psychology, University of Münster, Münster, Germany
- Niklas Schulte Is Now at the Department of Psychology at Ulm University, Ulm, Germany
| | - Boris Forthmann
- Department of Psychology, University of Münster, Münster, Germany
| | - Heinz Holling
- Department of Psychology, University of Münster, Münster, Germany
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Abstract
Although individual unlearning is believed to play a critical role in promoting higher-order learning, there has been little quantitative research on this process. This article aimed to investigate the antecedents and consequences of individual unlearning based on transformative learning theory. A survey was conducted among 301 employees working in various occupations and organizations in the United States. The results of structural equation modeling indicated that unlearning mediated the relationship between critical reflection and work engagement and that critical reflection mediated reflection and unlearning. This study contributes to the literature by quantitatively demonstrating the direct and indirect influences of critical reflection on work engagement through individual unlearning, which has been discussed only conceptually and qualitatively in the extant transformative learning literature.
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Scafuri Kovalchuk L, Buono C, Ingusci E, Maiorano F, De Carlo E, Madaro A, Spagnoli P. Can Work Engagement Be a Resource for Reducing Workaholism's Undesirable Outcomes? A Multiple Mediating Model Including Moderated Mediation Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E1402. [PMID: 31003474 PMCID: PMC6518144 DOI: 10.3390/ijerph16081402] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 04/14/2019] [Accepted: 04/16/2019] [Indexed: 12/30/2022]
Abstract
This study aimed to explore a possible process explaining the relationship between workaholism and sleep disorders, including two mediators: work-family conflict and emotional exhaustion. Moreover, since a possible buffering role of work engagement was recently proposed against the detrimental effects of workaholism, the aim was to examine the moderating role of work engagement in the relationship between workaholism and several outcomes such as work-family conflict, emotional exhaustion, and sleep disorders. Two models were tested using conditional process analysis for testing direct and indirect effects on a sample of 395 employees: (1) a serial multiple mediation model, and (2) the same serial multiple mediation model including the moderating role of work engagement. Results showed a significant mediating effect of both work-family conflict and emotional exhaustion. Moreover, work engagement moderated the relationship between workaholism and work-family conflict and the relationship between workaholism and emotional exhaustion. This work contributes to the understanding of the process underlying the relationship between workaholism and sleep disorders and to the literature reporting the possible protective role of work engagement on the negative outcomes of workaholism. Practical implications are also discussed.
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Affiliation(s)
| | - Carmela Buono
- Department of Psychology, University of Campania Luigi Vanvitelli, 8100 Caserta, Italy.
| | - Emanuela Ingusci
- Department of History, Society and Human Studies, University of Salento, 73100 Lecce, Italy.
| | - Francesco Maiorano
- Department of Psychology, University of Campania Luigi Vanvitelli, 8100 Caserta, Italy.
| | - Elisa De Carlo
- Department of History, Society and Human Studies, University of Salento, 73100 Lecce, Italy.
| | - Andreina Madaro
- Department of History, Society and Human Studies, University of Salento, 73100 Lecce, Italy.
| | - Paola Spagnoli
- Department of Psychology, University of Campania Luigi Vanvitelli, 8100 Caserta, Italy.
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Sosnowska J, Hofmans J, De Fruyt F. Relating emotional arousal to work vigour: A dynamic systems perspective. PERSONALITY AND INDIVIDUAL DIFFERENCES 2019. [DOI: 10.1016/j.paid.2017.06.040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Stieger S, Kuhlmann T. Validating Psychometric Questionnaires Using Experience-Sampling Data: The Case of Nightmare Distress. Front Neurosci 2018; 12:901. [PMID: 30568572 PMCID: PMC6290086 DOI: 10.3389/fnins.2018.00901] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 11/19/2018] [Indexed: 11/30/2022] Open
Abstract
Nightmares are a comparatively frequent phenomenon. They are often accompanied by emotional distress and gain clinical relevance when recurrent. To assess how much distress nightmares cause the individual, the Nightmare Distress Questionnaire (NDQ, Belicki, 1992) is probably the most often used measure. However, its validity is still disputed. To analyze the validity of the proposed three NDQ subscales in more detail, we conducted an experience sampling study, gathering data either in real-time or short retrospective timeframes over the course of 22 days twice per day (N = 92 participants). The measurements were implemented via a mobile app using participants’ own smartphones. Besides the dream quality, we assessed concepts on a daily basis that past research found to be related to dreams. These included critical life events, alcohol consumption, eating behavior, and well-being. We found that only the subscales “general nightmare distress” and “impact on sleep” showed convergent as well as divergent validity. The validity of the subscale “impact on daily reality perception” is unclear. If at all, this subscale is rather indirectly associated with nightmare distress. Furthermore, all of the NDQ items did not differentiate between a bad dream and a nightmare, which suggests that the NDQ might rather be a measure of negative dreams in general and not nightmares in particular. Based on the present experience sampling design, we propose to advance the validation process by further possibilities, such as an item-level, person-level, and multi-level approach. This approach seems to be especially fruitful for concepts which are not very salient (e.g., laughter), can hardly be remembered retrospectively (e.g., dream content), or are potentially threatened by recall biases (e.g., alcohol consumption).
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Affiliation(s)
- Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Krems an der Donau, Austria.,Department of Psychology, Research Methods, Assessment and iScience, University of Konstanz, Konstanz, Germany
| | - Tim Kuhlmann
- Department of Psychology, Research Methods, Assessment and iScience, University of Konstanz, Konstanz, Germany
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Gillet N, Morin AJ, Sandrin E, Houle SA. Investigating the combined effects of workaholism and work engagement: A substantive-methodological synergy of variable-centered and person-centered methodologies. JOURNAL OF VOCATIONAL BEHAVIOR 2018. [DOI: 10.1016/j.jvb.2018.09.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Ott AR, Haun VC, Binnewies C. Negative work reflection, personal resources, and work engagement: the moderating role of perceived organizational support. EUROPEAN JOURNAL OF WORK AND ORGANIZATIONAL PSYCHOLOGY 2018. [DOI: 10.1080/1359432x.2018.1550076] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Anna R. Ott
- Institute of Psychology, University of Muenster, Münster, Germany
| | - Verena C. Haun
- Institute of Psychology, Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Carmen Binnewies
- Institute of Psychology, University of Muenster, Münster, Germany
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