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Chronobiology International
The Journal of Biological and Medical Rhythm Research
Volume 40, 2023 - Issue 3
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Research Article

Network structure of insomnia symptoms in shift workers compared to non-shift workers

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Pages 246-252 | Received 18 Jul 2022, Accepted 25 Dec 2022, Published online: 04 Jan 2023

References

  • Aurora RN, Zak RS, Auerbach SH, Casey KR, Chowdhuri S, Karippot A, Maganti RK, Ramar K, Kristo DA, Bista SR, et al. 2010. Best practice guide for the treatment of nightmare disorder in adults. J Clin Sleep Med. 6:389–401. doi:10.5664/jcsm.27883
  • Bai W, Zhao YJ, An FR, Zhang QG, Sha S, Cheung T, Cheng CPW, Ng CH, Xiang YT. 2021. Network analysis of Insomnia in Chinese mental health professionals during the COVID-19 pandemic: a cross-sectional study. Nat Sci Sleep. 13:1921–30. doi:10.2147/Nss.S326880
  • Borsboom D, Cramer AOJ. 2013. Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol. 9:91–121. doi:10.1146/annurev-clinpsy-050212-185608
  • Bringmann LF, Elmer T, Epskamp S, Krause RW, Schoch D, Wichers M, Wigman JTW, Snippe E. 2019. What do centrality measures measure in psychological networks? J Abnorm Psychol. 128:892–903. doi:10.1037/abn0000446
  • Buysse DJ, Reynolds CF, Monk TH, Berman SR, Kupfer DJ. 1989. The Pittsburgh Sleep Quality Index - a new instrument for psychiatric practice and research. Psychiatry Res. 28:193–213. doi:10.1016/0165-1781(89)90047-4
  • Cheng, WJ, Cheng, Y. 2017. Night shift and rotating shift in association with sleep problems, burnout and minor mental disorder in male and female employees. Occup Environ Med. 74(7):483–488
  • Chung S, Cho SW, Jo MW, Youn S, Lee J, Sim CS. 2020. The prevalence and incidence of insomnia in Korea during 2005 to 2013. Psychiatry Investig. 17:533–40. doi:10.30773/pi.2019.0218
  • Drake CL, Roehrs T, Richardson G, Walsh JK, Roth T. 2004. Shift work sleep disorder: prevalence and consequences beyond that of symptomatic day workers. Sleep. 27(8):1453–1462. doi:10.1093/sleep/27.8.1453
  • Eldevik MF, Flo E, Moen BE, Pallesen S, Bjorvatn B, Gamble KL. 2013. Insomnia, excessive sleepiness, excessive fatigue, anxiety, depression and shift work disorder in nurses having less than 11 hours in-between shifts. PLoS ONE. 8(8):e70882. doi:10.1371/journal.pone.0070882
  • Epskamp S, Borsboom D, Fried EI. 2018. Estimating psychological networks and their accuracy: a tutorial paper. Behav Res Methods. 50:195–212. doi:10.3758/s13428-017-0862-1
  • Epskamp S, Cramer AOJ, Waldorp LJ, Schmittmann VD, Borsboom D. 2012. Qgraph: network visualizations of relationships in psychometric data. J Stat Softw. 48:1–18. doi:10.18637/jss.v048.i04
  • Epskamp S, Fried EI. 2018. A tutorial on regularized partial correlation networks. Psychol Methods. 23:617–34. doi:10.1037/met0000167
  • Flo E, Pallesen S, Magerøy N, Moen BE, Grønli J, Hilde Nordhus I, Bjorvatn B, Fontenelle L. 2012. Shift work disorder in nurses – assessment, prevalence and related health problems. PLoS ONE. 7(4):e33981. doi:10.1371/journal.pone.0033981
  • Gottlieb DJ, Punjabi NM. 2020. Diagnosis and management of obstructive sleep apnea a review. JAMA. 323:1389–400. doi:10.1001/jama.2020.3514
  • Harvey AG. 2002. A cognitive model of insomnia. Behav Res Ther. 40:869–93. doi:10.1016/S0005-7967(01)00061-4
  • Haslbeck JMB, Waldorp LJ. 2020. Mgm: Estimating time-varying mixed graphical models in high-dimensional data. J Stat Softw. 93. doi:10.18637/jss.v093.i08
  • Jeon HJ, Bang YR, Park HY, Kim SA, Yoon I. 2017. Differential effects of circadian typology on sleep-related symptoms, physical fatigue and psychological well-being in relation to resilience. Chronobiol Int. 34(6):677–686. doi:10.1080/07420528.2017.1309425
  • Johnson EO, Roth T, Schultz L, Breslau N. 2006. Epidemiology of DSM-IV insomnia in adolescence: Lifetime prevalence, chronicity, and an emergent gender difference. Pediatrics. 117:E247–E256. doi:10.1542/peds.2004-2629
  • Jones P, Jones MP. 2017. Package ‘networktools.’ [Internet]. [accessed 2018 Jun]. https://cran.rproject.org/web/packages/networktools/networktools.pdf.
  • Kim KK, Lee KR, Suh HS, Ko KD, Hwang IC. 2019. Association between shift work and suicidal ideation: data from the Korea National Health and Nutrition Examination Survey (2008–2016). Scand J Work Environ Health. 45(5):458–464. doi:10.5271/sjweh.3812
  • Leyva-Vela B, Jesús Llorente-Cantarero F, Henarejos-Alarcón S, Martínez-Rodríguez A. 2018. Psychosocial and physiological risks of shift work in nurses: a cross-sectional study. Cent Eur J Public Health. 26(3):183–189. doi:10.21101/cejph.a4817
  • McMenamin TM. 2007. A time to work: recent trends in shift work and flexible schedules. Mon Labor Rev. 130(12):3–15.
  • McNally RJ. 2016. Can network analysis transform psychopathology? Behav Res Ther. 86:95–104. doi:10.1016/j.brat.2016.06.006
  • Morin CM, Blais F, Savard J. 2002. Are changes in beliefs and attitudes about sleep related to sleep improvements in the treatment of insomnia? Behav Res Ther. 40:741–52. doi:10.1016/S0005-7967(01)00055-9
  • Ohayon MM, Hong SC. 2002. Prevalence of insomnia and associated factors in South Korea. J Psychosom Res. 53:593–600. doi:10.1016/S0022-3999(02)00449-X
  • Qiu Y, Mao ZJ, Ruan YP, Zhang X. 2021. Exploration of the anti-insomnia mechanism of Ganoderma by central-peripheral multi-level interaction network analysis. BMC Microbiol. 21. doi:10.1186/s12866-021-02361-5
  • Revelle W, Revelle MW. 2015. Package ‘psych.’ Compr R Arch Network. 337:338.
  • Riemann D, Spiegelhalder K, Feige B, Voderholzer U, Berger M, Perlis M, Nissen C. 2010. The hyperarousal model of insomnia: A review of the concept and its evidence. Sleep Med Rev. 14:19–31. doi:10.1016/j.smrv.2009.04.002
  • Sohn SI, Kim DH, Lee MY, Cho YW. 2012. The reliability and validity of the Korean version of the Pittsburgh Sleep Quality Index. Sleep Breath. 16:803–12. doi:10.1007/s11325-011-0579-9
  • Vallières A, Azaiez A, Moreau V, LeBlanc M, Morin CM. 2014. Insomnia in shift work. Sleep Med. 15(12):1440–1448. doi:10.1016/j.sleep.2014.06.021
  • Van Borkulo CD, Boschloo L, Kossakowski J, Tio P, Schoevers RA, Borsboom D, Waldorp LJ. 2017. Comparing network structures on three aspects: apermutation test. Manuscript submitted for publication.
  • Van Borkulo CD, Van Bork R, Boschloo L, Kossakowski JJ, Tio P, Schoevers RA, Borsboom D, Waldorp LJ. 2022. Comparing network structures on three aspects: a permutation test. Psychol Methods. doi:10.1037/met0000476
  • Wright KP, Bogan RK, Wyatt JK. 2013. Shift work and the assessment and management of Shift Work Disorder (SWD). Sleep Med Rev. 17:41–54. doi:10.1016/j.smrv.2012.02.002
  • Yong LC, Li J, Calvert GM. 2017. Sleep-related problems in the US working population: prevalence and association with shiftwork status. Occup Environ Med. 74(2):93–104.

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