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Mediating Effect of Work-Family Conflict on the Relationship Between Long Commuting Time and Workers' Anxiety and Insomnia

  • Seong-Uk Baek (Department of Occupational and Environmental Medicine, Severance Hospital, Yonsei University College of Medicine) ;
  • Jin-Ha Yoon (The Institute for Occupational Health, Yonsei University College of Medicine) ;
  • Jong-Uk Won (Department of Occupational and Environmental Medicine, Severance Hospital, Yonsei University College of Medicine)
  • Received : 2022.09.10
  • Accepted : 2022.11.15
  • Published : 2023.03.30

Abstract

Background: Our study aimed to investigate the mediating role of work-family conflict (WFC) on the relationship between long commutes and workers' anxiety and insomnia. Methods: Our study measured the two dimensions of WFC, time-related, and strain-related, which were considered multiple mediators. The mediating effect of WFC on anxiety and insomnia was investigated by decomposing the total effect into a direct effect (long commuting time → anxiety or insomnia) and an indirect effect (long commuting time → WFC → anxiety or insomnia). The combined indirect effect (joint indirect effect) of strain-related WFC and time-related WFC was estimated. The effects were presented as odds ratios and 95% confidence intervals (CIs). Results: The direct effect of 120 min or longer of commuting time was 1.39 (95% CI: 1.17-1.65) times increase in the odds of anxiety and 1.64 (95% CI: 1.41-1.90) times increase in the odds of insomnia than those whose commuting time was less than 60 min. In the case of indirect effects, those whose commuting time was 120 min or longer had 1.13 times higher odds of anxiety (95% CI: 1.07-1.18) and 1.12 times higher odds of insomnia (95% CI: 1.07-1.17) via WFC. The joint indirect effects accounted for 26.4% and 18.5% of the total effect on anxiety and insomnia, respectively. The longer the commuting time, the stronger both direct and indirect effects. Conclusions: Our findings highlight the mediating effect of WFC on the relationship between long commuting times and workers' anxiety and insomnia.

Keywords

Acknowledgement

Authors thank Occupational Safety & Health Research Institute (OSHRI) for sharing raw KWCS data. The paper's contents are solely the responsibility of the authors and do not necessarily represent the official views of OSHRI. No funding was received for this study.

References

  1. Greenhaus JH, Beutell NJ. Sources of conflict between work and family roles. Acad Manage Rev 1985;10:76-88. https://doi.org/10.2307/258214
  2. Jaegers LA, Vaughn MG, Werth P, Matthieu MM, Ahmad SO, Barnidge E. Work-family conflict, depression, and burnout among jail correctional officers: a 1-year prospective study. Saf Health Work 2021;12:167-73. https://doi.org/10.1016/j.shaw.2020.10.008
  3. Jensen MT. A two wave cross-lagged study of work-role conflict, work-family conflict and emotional exhaustion. Scand J Psychol 2016;57:591-600. https://doi.org/10.1111/sjop.12328
  4. Grandey AA, Cropanzano R. The conservation of resources model applied to work-family conflict and strain. J Vocat Behav 1999;54:350-70. https://doi.org/10.1006/jvbe.1998.1666
  5. Lee J, Lim JE, Cho SH, Won E, Jeong HG, Lee MS, et al. Association between work-family conflict and depressive symptoms in female workers: an exploration of potential moderators. J Psychiatr Res 2022;151:113-21. https://doi.org/10.1016/j.jpsychires.2022.04.018
  6. Aazami S, Mozafari M, Shamsuddin K, Akmal S. Work-family conflict and sleep disturbance: the Malaysian working women study. Ind Health 2016;54:50-7. https://doi.org/10.2486/indhealth.2015-0086
  7. Zurlo MC, Vallone F, Smith AP. Work-family conflict and psychophysical health conditions of nurses: gender differences and moderating variables. Jpn J Nurs Sci 2020;17:e12324.
  8. Zhang H, Tang L, Ye Z, Zou P, Shao J, Wu M, et al. The role of social support and emotional exhaustion in the association between work-family conflict and anxiety symptoms among female medical staff: a moderated mediation model. BMC Psychiatry 2020;20:266.
  9. Sato S, Liu Y, Ikeda A, Filomeno R, Suzuki Y, Maruyama K, et al. Work-family conflict and insomnia symptoms among women working in aged care services in Japan. Sleep Med 2021;82:155-8. https://doi.org/10.1016/j.sleep.2021.03.034
  10. Buxton OM, Lee S, Beverly C, Berkman LF, Moen P, Kelly EL, et al. Work-family conflict and employee sleep: evidence from IT workers in the work, family and health study. Sleep 2016;39:1871-82. https://doi.org/10.5665/sleep.6172
  11. Yang B, Wang Y, Cui F, Huang T, Sheng P, Shi T, et al. Association between insomnia and job stress: a meta-analysis. Sleep Breath 2018;22:1221-31. https://doi.org/10.1007/s11325-018-1682-y
  12. Borgmann LS, Rattay P, Lampert T. Health-related consequences of work-family conflict from a European perspective: results of a scoping review. Front Public Health 2019;7:189.
  13. Akram B, Bibi B, Ashfaq Ahmed M, Kausar N. Work-family conflict and suicidal ideation among physicians of Pakistan: the moderating role of perceived life satisfaction. Omega (Westport) 2022;85:465-82. https://doi.org/10.1177/0030222820947246
  14. McQuaid RW, Chen T. Commuting times-The role of gender, children and part-time work. Res Transp Econ 2012;34:66-73. https://doi.org/10.1016/j.retrec.2011.12.001
  15. Cornell S, Nickel B, Cvejic E, Bonner C, McCaffery KJ, Ayre J, et al. Positive outcomes associated with the COVID-19 pandemic in Australia. Health Promot J Austr 2022;33:311-9. https://doi.org/10.1002/hpja.494
  16. Zhu Z, Li Z, Liu Y, Chen H, Zeng J. The impact of urban characteristics and residents' income on commuting in China. Transp Res D Transp Environ 2017;57:474-83. https://doi.org/10.1016/j.trd.2017.09.015
  17. Southworth M, Owens PM. The evolving metropolis: studies of community, neighborhood, and street form at the urban edge. J Am Plann Assoc 1993;59:271-87. https://doi.org/10.1080/01944369308975880
  18. Hamer M, Chida Y. Active commuting and cardiovascular risk: a meta-analytic review. Prev Med 2008;46:9-13. https://doi.org/10.1016/j.ypmed.2007.03.006
  19. Patterson R, Panter J, Vamos EP, Cummins S, Millett C, Laverty AA. Associations between commute mode and cardiovascular disease, cancer, and all-cause mortality, and cancer incidence, using linked Census data over 25 years in England and Wales: a cohort study. Lancet Planet Health 2020;4:e186-94. https://doi.org/10.1016/S2542-5196(20)30079-6
  20. Clark B, Chatterjee K, Martin A, Davis A. How commuting affects subjective wellbeing. Transp 2020;47:2777-805. https://doi.org/10.1007/s11116-019-09983-9
  21. Kunn-Nelen A. Does commuting affect health? Health Econ 2016;25:984-1004. https://doi.org/10.1002/hec.3199
  22. Zhang X, Holt JB, Lu H, Onufrak S, Yang J, French SP, et al. Neighborhood commuting environment and obesity in the United States: an urban-rural stratified multilevel analysis. Prev Med 2014;59:31-6. https://doi.org/10.1016/j.ypmed.2013.11.004
  23. Wang X, Rodriguez DA, Sarmiento OL, Guaje O. Commute patterns and depression: evidence from eleven Latin American cities. J Transp Health 2019;14:100607.
  24. Gottholmseder G, Nowotny K, Pruckner GJ, Theurl E. Stress perception and commuting. Health Econ 2009;18:559-76. https://doi.org/10.1002/hec.1389
  25. Hansson E, Mattisson K, Bjork J, Ostergren PO, Jakobsson K. Relationship between commuting and health outcomes in a cross-sectional population survey in southern Sweden. BMC Public Health 2011;11:834.
  26. Gimenez-Nadal JI, Molina JA. Daily feelings of US workers and commuting time. J Transp Health 2019;12:21-33. https://doi.org/10.1016/j.jth.2018.11.001
  27. Hilbrecht M, Smale B, Mock SE. Highway to health? Commute time and wellbeing among Canadian adults. World Leis J 2014;56:151-63. https://doi.org/10.1080/16078055.2014.903723
  28. Kessler RC, Berglund PA, Coulouvrat C, Hajak G, Roth T, Shahly V, et al. Insomnia and the performance of US workers: results from the America insomnia survey. Sleep 2011;34:1161-71. https://doi.org/10.5665/SLEEP.1230
  29. Erickson SR, Guthrie S, Vanetten-Lee M, Himle J, Hoffman J, Santos SF, et al. Severity of anxiety and work-related outcomes of patients with anxiety disorders. Depress Anxiety 2009;26:1165-71. https://doi.org/10.1002/da.20624
  30. Mihelic KK, Tekavcic M. Work-family conflict: a review of antecedents and outcomes. Int J Manag Inf Syst 2014;18:15-26.
  31. Eurofound. Sixth. European working conditions survey-overview report (2017 update). Publications Office of the European Union; 2017.
  32. Lee Y, Lee S, Kim YJ, Kim Y, Kim SY, Kang D. Relationship between of working hours, weekend work, and shift work and work-family conflicts among Korean manufacturers. Ann Occup Environ Med 2022;34:e20.
  33. Bozzon R, Murgia A. Work-family conflict in Europe. A focus on the heterogeneity of self-employment. Community Work Fam 2021;24:93-113. https://doi.org/10.1080/13668803.2020.1809995
  34. Borgmann LS, Kroll LE, Muters S, Rattay P, Lampert T. Work-family conflict, self-reported general health and work-family reconciliation policies in Europe: results from the European Working Conditions Survey 2015. SSM Popul Health 2019;9:100465.
  35. Broman JE, Smedje H, Mallon L, Hetta J. The Minimal Insomnia Symptom Scale (MISS): a brief measure of sleeping difficulties. Ups J Med Sci 2008;113:131-42. https://doi.org/10.3109/2000-1967-221
  36. Buis ML. Direct and indirect effects in a logit model. Stata J 2010;10:11-29. https://doi.org/10.1177/1536867X1001000104
  37. Yu Q, Li B. mma: an R package for mediation analysis with multiple mediators. J Open Res Softw 2017;5.
  38. Park S, Kook H, Seok H, Lee JH, Lim D, Cho DH, et al. The negative impact of long working hours on mental health in young Korean workers. PLoS One 2020;15:e0236931.
  39. Milner A, Badland H, Kavanagh A, LaMontagne AD. Time spent commuting to work and mental health: evidence from 13 waves of an Australian cohort study. Am J Epidemiol 2017;186:659-67. https://doi.org/10.1093/aje/kww243
  40. Halonen JI, Pulakka A, Vahtera J, Pentti J, Lastrom H, Stenholm S, et al. Commuting time to work and behaviour-related health: a fixed-effect analysis. Occup Environ Med 2020;77:77-83. https://doi.org/10.1136/oemed-2019-106173
  41. van Hooff MLM. The daily commute from work to home: examining employees' experiences in relation to their recovery status. Stress Health 2015;31:124-37. https://doi.org/10.1002/smi.2534
  42. Azwar A, Susilowati IH, Dinar A, Indriyani K, Wirawan M. Impact of work-related and non-work-related factors on fatigue in production/shift workers. KnE Life Sci 2018:213-24.
  43. Kageyama T, Nishikido N, Kobayashi T, Kurokawa Y, Kaneko T, Kabuto M. Long commuting time, extensive overtime, and sympathodominant state assessed in terms of short-term heart rate variability among male white-collar workers in the Tokyo megalopolis. Ind Health 1998;36:209-17. https://doi.org/10.2486/indhealth.36.209
  44. Karan M, Rahal D, Almeida DM, Bower JE, Irwin MR, McCreath H, et al. School commute time, chronotype, and altered HPA axis functioning during adolescence. Psychoneuroendocrinology 2021;133:105371.
  45. Abelson JL, Khan S, Liberzon I, Young EA. HPA axis activity in patients with panic disorder: review and synthesis of four studies. Depress Anxiety 2007;24:66-76. https://doi.org/10.1002/da.20220
  46. Vgontzas AN, Bixler EO, Lin HM, Prolo P, Mastorakos G, Vela-Bueno A, et al. Chronic insomnia is associated with nyctohemeral activation of the hypothalamic-pituitary-adrenal axis: clinical implications. J Clin Endocrinol Metab 2001;86:3787-94. https://doi.org/10.1210/jcem.86.8.7778
  47. Bai B, Gopalan N, Beutell N, Ren F. Impact of absolute and relative commute time on work-family conflict: work schedule control, child care hours, and life satisfaction. J Fam Econ Issue. 2021;42:586-600. https://doi.org/10.1007/s10834-021-09752-w
  48. Christian TJ. Automobile commuting duration and the quantity of time spent with spouse, children, and friends. Prev Med 2012;55:215-8. https://doi.org/10.1016/j.ypmed.2012.06.015
  49. Crain TL, Hammer LB, Bodner T, Kossek EE, Moen P, Lilienthal R, et al. Work-family conflict, family-supportive supervisor behaviors (FSSB), and sleep outcomes. J Occup Health Psychol 2014;19:155-67. https://doi.org/10.1037/a0036010
  50. Silva-Costa A, Toivanen S, Rotenberg L, Viana MC, da Fonseca MJM, Griep RH. Impact of work-family conflict on sleep complaints: results from the longitudinal study of adult health (ELSA-Brasil). Front Public Health 2021;9:649974.
  51. Qi Q, Yan X, Gao M, Wu X, Zhang S, Dela Rosa RD, et al. A study on the relationship between mental resilience, work-family conflict, and anxiety of nurses in shandong, China. Biomed Res Int 2022;2022:4308618.
  52. Sridhar KS, Nayka S. Determinants of commute time in an Indian city. Margin. J Appl Econ Res 2022;16:49-75. https://doi.org/10.1177/09749101211073375
  53. Chatterjee K, Chng S, Clark B, Davis A, De Vos J, Ettema D, et al. Commuting and wellbeing: a critical overview of the literature with implications for policy and future research. Transp Rev 2020;40:5-34. https://doi.org/10.1080/01441647.2019.1649317
  54. Chng S, White M, Abraham C, Skippon S. Commuting and wellbeing in London: the roles of commute mode and local public transport connectivity. Prev Med 2016;88:182-8. https://doi.org/10.1016/j.ypmed.2016.04.014
  55. Ye R, Titheridge H. Satisfaction with the commute: the role of travel mode choice, built environment and attitudes. Transp Res D: Transp Environ 2017;52:535-47. https://doi.org/10.1016/j.trd.2016.06.011
  56. Geurts SA, Taris TW, Kompier MA, Dikkers JS, Van Hooff ML, Kinnunen UM. Work-home interaction from a work psychological perspective: development and validation of a new questionnaire, the SWING. Work Stress 2005;19:319-39. https://doi.org/10.1080/02678370500410208