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Nagy S, Emert SE, Leete JJ, Taylor DJ, Dietch JR, Slavish DC, Ruggero CJ, Kelly K. Psychometric Evaluation of the Insomnia Severity Index in Nurses. Behav Sleep Med 2024; 22:779-789. [PMID: 38872302 PMCID: PMC11365753 DOI: 10.1080/15402002.2024.2362370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
OBJECTIVES Examine psychometric properties of the Insomnia Severity Index (ISI) in a sample of nurses. METHOD In a sample of day shift nurses (N = 289), a confirmatory factor analysis (CFA), convergent and discriminant validity analyses, and a test-retest reliability analysis were performed. RESULTS CFA showed that a two-factor model provided the best fit. The ISI had moderate to poor convergent validity with sleep diary parameters, and moderate convergent validity with the Sleep Condition Indicator (r = -.66), Pittsburgh Sleep Quality Index (r = .66), and PROMIS Sleep-Related Impairment measure (r = .67). The ISI demonstrated good discriminant validity with the measures Composite Scale of Morningness (r = -.27), Nightmares Disorder Index (r = .25), PTSD Checklist for DSM-5 (sleep items removed; r = .32), and Perceived Stress Scale (r = .43). The ISI had weaker discriminant validity with the PHQ-9 (r = .69) and Generalized Anxiety Disorder Screener (r = .51). The ISI demonstrated a good test-retest reliability (ICCs = .74-.88). CONCLUSIONS The ISI is a psychometrically strong measure for the assessment of insomnia severity in day shift nurses. Overlap with psychological symptoms, primarily anxiety and depression, suggests caution while interpreting these constructs.
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Affiliation(s)
- Samantha Nagy
- Univeristy of Arizona, Department of Psychology, Tucson, AZ
| | - Sarah E. Emert
- Univeristy of Arizona, Department of Psychology, Tucson, AZ
| | | | - Daniel J. Taylor
- Univeristy of Arizona, Department of Psychology, Tucson, AZ
- University of North Texas, Department of Psychology, Denton, TX
| | - Jessica R. Dietch
- Oregon State University, School of Psychological Science, Corvallis, OR
- University of North Texas, Department of Psychology, Denton, TX
| | | | | | - Kimberly Kelly
- University of North Texas, Department of Psychology, Denton, TX
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Stavås JA, Nilsen KB, Matre D. The association between proportion of night shifts and musculoskeletal pain and headaches in nurses: a cross-sectional study. BMC Musculoskelet Disord 2024; 25:67. [PMID: 38229099 DOI: 10.1186/s12891-024-07196-5] [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: 12/18/2023] [Accepted: 01/11/2024] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND AND PURPOSE Shift work is associated with musculoskeletal pain and headaches, but little is known about how the intensity of shift work exposure is related to musculoskeletal pain and headaches. This study aimed to investigate whether a higher proportion of night shifts is associated with a higher occurrence of musculoskeletal pain and headaches. Furthermore, to investigate whether sleep duration can mediate this potential association. METHOD The study included 684 nurses in rotating shift work who responded to a daily questionnaire about working hours, sleep, and pain for 28 consecutive days. The data were treated cross-sectionally. RESULTS A negative binomial regression analysis adjusted for age and BMI revealed that working a higher proportion of night shifts is not associated with a higher occurrence of musculoskeletal pain and headaches. On the contrary, those working ≥ 50% night shifts had a significantly lower occurrence of pain in the lower extremities than those who worked < 25% night shifts (IRR 0.69 95% CI 0.51, 0.94). There was no indication of a mediation effect with total sleep time (TST). CONCLUSION The results of this study indicate that working a higher proportion of night shifts is not associated with a higher occurrence of musculoskeletal pain and headaches.
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Affiliation(s)
- Jon Are Stavås
- Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
- National Institute of Occupational Health (STAMI), Oslo, Norway
| | - Kristian Bernhard Nilsen
- Neuroscience Clinic, Department of Neurology and Department of Research and Innovation, Oslo University Hospital, Oslo, Norway
| | - Dagfinn Matre
- National Institute of Occupational Health (STAMI), Oslo, Norway.
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Vieira LMSMDA, Mininel VA, Sato TDO. Sleep Quality as a Mediator of Burnout, Stress and Multisite Musculoskeletal Pain in Healthcare Workers: A Longitudinal Study. Healthcare (Basel) 2023; 11:2476. [PMID: 37761673 PMCID: PMC10531134 DOI: 10.3390/healthcare11182476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/01/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
This study aimed to verify whether sleep quality is a mediator of the relationship between burnout, stress and multisite pain in healthcare workers in a longitudinal study with 12 months of follow-up during the COVID-19 pandemic. Online questionnaires were used for data collection. The sociodemographic questionnaire contained personal and occupational data. The short version of the Copenhagen Psychosocial Questionnaire (COPSOQ II-Br) was used to assess burnout and stress. The Pittsburgh Sleep Quality Index (PSQI-Br) assessed sleep quality over one month. The Nordic Musculoskeletal Questionnaire (NMQ) aimed to identify the presence of multisite musculoskeletal pain in the last 12 months and the last 7 days. Mediation analysis was used to verify whether the effect of the predictor variables (burnout and stress) on the dependent variable (number of pain sites in the last 12 months and 7 days) was due to an intervening variable (sleep quality). Stress and burnout were associated with multisite pain in healthcare workers in the last 12 months and the last 7 days. Sleep quality was a significant mediator of this association in the last 12 months, indicating that some of the association between burnout, stress and multisite pain can be explained by poor sleep quality. Thus, a comprehensive approach to long-term multisite pain should consider psychosocial aspects such as burnout, stress and sleep quality.
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Affiliation(s)
| | - Vivian Aline Mininel
- Nursing Department, Universidade Federal de São Carlos, São Carlos 13565-905, Brazil;
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Sim J, Yun B, Yoon J, Lee J, Oh J, Cho A, Kim S. Relationship between insomnia and rest time between shifts among shift workers: A multicenter cross‐sectional study. J Occup Health 2022; 64:e12336. [PMID: 35603412 PMCID: PMC9262315 DOI: 10.1002/1348-9585.12336] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Revised: 05/05/2022] [Accepted: 05/11/2022] [Indexed: 01/25/2023] Open
Abstract
Objectives A rest time of less than 11 h taken by a shift worker between shifts is defined as quick return (QR). QR is shown to decrease sleep time by virtue of decreasing rest time, diminishing sleepiness and exhaustion, and increasing the number of sick days taken by employees. Therefore, in this multicenter retrospective study, the association between QR and the incidence of insomnia was established using the night‐shift questionnaire from the Korean Workers Health Examination‐Common Data Model. Methods Three hospitals collected the night‐shift profiles and baseline demographic data of 33 669 workers between January 2015 and December 2017. The most recent date of examination was used for participants who had been examined multiple times at the same institution. We used multiple logistic regression to calculate the odds ratios (ORs) and 95% confidence intervals (CIs). The pooled ORs were estimated using combined results from the three institutions. Results The proportion of men was higher than that of women in the QR group at each institution. The pooled ORs were computed using combined data from the three institutions. Workers who reported a QR had the highest risk of sleeplessness (OR, 1.21; 95% CI, 1.12–1.31) compared to those workers who reported a slow return, after adjusting for possible confounders. Conclusions A substantial correlation was established between QR and insomnia using the CDM approach and data from multiple centers. This study may serve as a foundation for developing guidelines to enhance the health of shift workers and prevent occupational accidents.
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Affiliation(s)
- Juho Sim
- Department of Public Health, Graduate School Yonsei University Seoul Republic of Korea
| | - Byungyoon Yun
- Department of Preventive Medicine Yonsei University College of Medicine Seoul Republic of Korea
| | - Jin‐Ha Yoon
- Department of Preventive Medicine Yonsei University College of Medicine Seoul Republic of Korea
- The Institute for Occupational Health Yonsei University College of Medicine Seoul Republic of Korea
| | - Jiho Lee
- Department of Occupational and Environmental Medicine Ulsan University Hospital University of Ulsan College of Medicine Ulsan Republic of Korea
| | - Juyeon Oh
- Department of Public Health, Graduate School Yonsei University Seoul Republic of Korea
| | - Ara Cho
- Department of Occupational Health Graduate School of Public Health Yonsei University Seoul Republic of Korea
| | - Sung‐Kyung Kim
- Department of Occupational and Environmental Medicine Wonju College of Medicine Yonsei University Wonju Republic of Korea
- Institute of Occupational and Environmental Medicine Wonju College of Medicine Yonsei University Wonju Republic of Korea
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Matre D, Christensen JO, Mork PJ, Ferreira P, Sand T, Nilsen KB. Shift work, inflammation and musculoskeletal pain-The HUNT Study. Occup Med (Lond) 2021; 71:422-427. [PMID: 34551112 DOI: 10.1093/occmed/kqab133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Studies have indicated that shift work, in particular night work, is associated with chronic musculoskeletal pain but the mechanisms are unclear. It has been suggested that sleep disturbance, a common complaint among shift and night workers, may induce low-grade inflammation as well as heightened pain sensitivity. AIMS Firstly, this study was aimed to examine the cross-sectional associations between shift work, C-reactive protein (CRP) level and chronic musculoskeletal pain, and secondly, to analyse CRP as a mediator between shift work and chronic musculoskeletal pain. METHODS The study included 23 223 vocationally active women and men who participated in the HUNT4 Survey of the Trøndelag Health Study (HUNT). Information was collected by questionnaires, interviews, biological samples and clinical examination. RESULTS Regression analyses adjusted for sex, age and education revealed significant associations between shift work and odds of any chronic musculoskeletal pain (odd ratio [OR] 1.11, 95% confidence interval [CI] 1.04-1.19), between shift work and CRP level (OR 1.09, 95% CI 1.03-1.16) and between CRP level 3.00-10 mg/L and any chronic musculoskeletal pain (OR 1.38, 95% CI 1.27-1.51). Shift work and CRP were also associated with number of chronic pain sites. Mediation analysis indicated that shift work was indirectly associated with any chronic musculoskeletal pain through CRP (OR 1.03, 95% CI 1.01-1.06). CONCLUSIONS The results support the hypothesis that shift work is associated with chronic musculoskeletal pain, and that systemic inflammation may be a biological mechanism linking shift work to chronic pain.
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Affiliation(s)
- D Matre
- Division of Research, National Institute of Occupational Health, Oslo 0033, Norway
| | - J O Christensen
- Division of Research, National Institute of Occupational Health, Oslo 0033, Norway
| | - P J Mork
- Department of Public Health and Nursing, Norwegian University of Science and Technology (NTNU), Trondheim 7004, Norway
| | - P Ferreira
- Musculoskeletal Research Group, Faculty of Health Sciences, The University of Sydney, Sydney, New South Wales 2600, Australia
| | - T Sand
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim 7030, Norway.,Department of Neurology and Clinical Neurophysiology, St. Olavs Hospital, Trondheim 7030, Norway
| | - K B Nilsen
- Section for Clinical Neurophysiology, Department of Neurology, Oslo University Hospital-Ullevål, Oslo 0424, Norway
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Shift work, low-grade inflammation, and chronic pain: a 7-year prospective study. Int Arch Occup Environ Health 2021; 94:1013-1022. [PMID: 33550437 PMCID: PMC8238752 DOI: 10.1007/s00420-020-01626-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 11/30/2020] [Indexed: 01/05/2023]
Abstract
Objectives We investigated prospective associations of shift work with chronic pain and C‐reactive protein (CRP), an indicator of inflammation. Furthermore, we elucidated CRP as a possible mediator and/or moderator of effects of shift work on pain. Methods Data from a 7 years follow‐up study were analyzed (N = 2323). Shift work and chronic pain of “neck/shoulder”, “arm/hand”, “upper back”, “low back”, “hip/leg/feet”, and “other regions” were measured by questionnaires. “Chronic widespread pain”, “number of chronic pain sites”, and “any chronic pain” were computed. CRP was measured in serum samples. Logistic and Poisson regressions were conducted. Mediation was assessed by casual mediation analyses and moderation by the Relative Excess Risk due to Interaction (RERI). Results Shift work was not associated with any chronic pain variable and no mediation was detected. CRP was associated with low back pain, hip/leg pain, and “number of pain sites”, and also with the combination of shift work and CRP of 1–2.99 mg/L (compared to: no shiftwork and CRP < 1). Additionally, shiftwork and CRP 1–2.99 mg/L was associated with risk of “any chronic pain” (OR: 1.76, 95% CI: 1.12, 2.85), which was not associated with CRP alone. Moderation analyses suggested the risks for “any chronic pain” and “number of pain regions” increased when individuals with elevated CRP worked shifts—beyond what the separate effects of CRP and shift would suggest. Conclusions We found no evidence of shift work in general affecting CRP or chronic pain. However, shift work and elevated CRP combined may influence chronic pain. Supplementary Information The online version contains supplementary material available at 10.1007/s00420-020-01626-2.
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Katsifaraki M, Nilsen KB, Christensen JO, Wærsted M, Knardahl S, Bjorvatn B, Härmä M, Matre D. Pain complaints after consecutive nights and quick returns in Norwegian nurses working three-shift rotation: an observational study. BMJ Open 2020; 10:e035533. [PMID: 32912941 PMCID: PMC7482487 DOI: 10.1136/bmjopen-2019-035533] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
OBJECTIVES To determine whether nurses working consecutive night shifts, or short transitions between shifts (quick returns (QRs)), yielded higher risk for pain complaints when compared with regular morning shifts. Sleep duration was tested as a potential mediator. DESIGN Observational diary study. SETTING Random hospitals. PARTICIPANTS Nurses with three-shift rotation (morning, evening and night), n=679, 22-63 years old. OUTCOMES MEASURES Daily ratings of working hours, sleep and subjective pain complaints in six anatomical regions (head, neck/shoulder/upper back, upper extremity, low back, lower extremity and abdomen) for 28 days. In addition, we assessed demographics, habitual sleep and pain complaints, work and lifestyle factors. It was tested (1) whether the risk for pain complaints was higher after workday 3 versus after workday 2, and whether the difference was larger for consecutive night shifts versus consecutive morning shifts, and (2) whether the risk for pain complaints was higher after QRs versus after two morning shifts. Risk for pain complaints refers to combined increased risk for any pain and risk for increased intensity. RESULTS Adjusted analyses showed no shift type by workday interaction for pain complaints in the neck/shoulder/upper back, upper extremities, low back, lower extremities or abdomen. For headache, a strong trend indicated that the risk was higher on workday 3 compared with workday 2 for night shifts (OR 1.13, 95% CI 0.99 to 1.28). The risk was lowered if sleep duration was taken into account (OR 0.37, 95% CI 0.17 to 0.81). No conclusive support was found for the risk for pain complaints being higher after QRs, compared with after morning shifts. CONCLUSIONS For five of six pain complaints, the hypotheses were not supported by the current data. For headache, we found potential support for a sleep-relieving effect on headache after working several nights in a row. Pain complaints were not instigated or exacerbated by an evening-to-morning transition between shifts.
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Affiliation(s)
| | | | | | | | | | - 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
| | - Mikko Härmä
- Finnish Institute of Occupational Health, Helsinki, Finland
| | - Dagfinn Matre
- National Institute of Occupational Health, Oslo, Norway
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