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Sleep quality and sex modify the relationships between trait energy and fatigue on state energy and fatigue


Autoři: Matthew Manierre aff001;  Erica Jansen aff002;  Ali Boolani aff004
Působiště autorů: Department of Humanities and Social Sciences, Clarkson University, Potsdam, New York, United States of America aff001;  Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan, United States of America aff002;  Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America aff003;  Department of Physical Therapy, Clarkson University, Potsdam, New York, United States of America aff004;  Department of Biology, Clarkson University, Potsdam, New York, United States of America aff005
Vyšlo v časopise: PLoS ONE 15(1)
Kategorie: Research Article
prolekare.web.journal.doi_sk: https://doi.org/10.1371/journal.pone.0227511

Souhrn

The objective of this study was to identify the associations between trait energy and fatigue with state energy fatigue, as well as exploring if these relationships interacted with sex and/or sleep quality. The study population included a convenience sample of adults and college students (n ranges from 687 to 694). Key measures were state and trait mental and physical energy and fatigue scales, PSQI (a measure of sleep quality), and sex. Multiple regression models included age, polyphenol consumption, POMS scores, physical activity, mental load, and caffeine consumption as covariates. Analyses yielded a strong (r = .65) positive association between each trait and state variable. Overall, several statistically significant interactions were identified. First, the relationship between state and trait physical fatigue was particularly strong for women with high trait scores. There were also interactions with sleep quality. In the case of physical fatigue, poor sleep quality magnified the association between physical fatigue trait and state among those with low trait physical fatigue, while sleep quality did not make a difference for those with high trait physical fatigue. Conversely, in the case of physical energy and mental fatigue, good sleep quality was associated with both higher “highs” and lower “lows” of their respective traits; both interactions were present only among males. Our analyses suggest that sleep quality and sex could influence the effects of trait physical and mental energy and fatigue on state. Findings were more complex than initially assumed, suggesting that the interrelationship between trait and state may be modified by how males and females react and adapt to their trait.

Klíčová slova:

Physical activity – Surveys – Emotions – Caffeine – Depression – Sleep – Material fatigue – Fatigue


Zdroje

1. Loy BD, Cameron MH, O’Connor PJ. Perceived fatigue and energy are independent unipolar states: Supporting evidence. Med Hypotheses. 2018;113:46–51. doi: 10.1016/j.mehy.2018.02.014 29523293

2. O’Connor PJ. Evaluation of four highly cited energy and fatigue mood measures. J Psychosom Res. 2004;57(5):435–41. doi: 10.1016/j.jpsychores.2003.12.006 15581646

3. Boolani A, O’Connor PJ, Reid J, Ma S, Mondal S. Predictors of feelings of energy differ from predictors of fatigue. Fatigue Biomed Health Behav.

4. Dupree EJ, Goodwin A, Darie CC, Boolani A. A Pilot exploratory Proteomics Investigation of mental fatigue and mental energy. In: Advancements of Mass Spectrometry in Biomedical Research. Springer; 2019. p. 601–11.

5. Ricci JA, Chee E, Lorandeau AL, Berger J. Fatigue in the US workforce: prevalence and implications for lost productive work time. J Occup Environ Med. 2007;49(1):1–10. doi: 10.1097/01.jom.0000249782.60321.2a 17215708

6. Bakker RJ, van de Putte EM, Kuis W, Sinnema G. Risk factors for persistent fatigue with significant school absence in children and adolescents. Pediatrics. 2009;124(1):e89–95. doi: 10.1542/peds.2008-1260 19564274

7. Fukuda S, Yamano E, Joudoi T, Mizuno K, Tanaka M, Kawatani J, et al. Effort-reward imbalance for learning is associated with fatigue in school children. Behav Med. 2010;36(2):53–62. doi: 10.1080/08964281003774919 20497943

8. Watson D. Mood and temperament. Guilford Press; 2000.

9. Steyer R, Mayer A, Geiser C, Cole DA. A theory of states and traits—Revised. Annu Rev Clin Psychol. 2015;11:71–98. doi: 10.1146/annurev-clinpsy-032813-153719 25062476

10. Matarán-Peñarrocha GA, Castro-Sánchez AM, García GC, Moreno-Lorenzo C, Carreño TP, Zafra MDO. Influence of craniosacral therapy on anxiety, depression and quality of life in patients with fibromyalgia. Evid Based Complement Alternat Med. 2011;2011.

11. Cole DA, Nolen-Hoeksema S, Girgus J, Paul G. Stress exposure and stress generation in child and adolescent depression: a latent trait-state-error approach to longitudinal analyses. J Abnorm Psychol. 2006;115(1):40. doi: 10.1037/0021-843X.115.1.40 16492094

12. Spielberger CD, Gorsuch RL. State-trait anxiety inventory (form Y). Consulting Psychologists Press; 1983.

13. Spielberger CD, Sydeman SJ. State-Trait Anxiety Inventory and State-Trait Anger Expression Inventory. Lawrence Erlbaum Associates, Inc; 1994.

14. Chervin RD. Sleepiness, fatigue, tiredness, and lack of energy in obstructive sleep apnea. Chest. 2000;118(2):372–9. doi: 10.1378/chest.118.2.372 10936127

15. Van Dongen HP, Belenky G. Individual differences in vulnerability to sleep loss in the work environment. Ind Health. 2009;47(5):518–26. doi: 10.2486/indhealth.47.518 19834261

16. Banks S. Behavioral and physiological consequences of sleep restriction. J Clin Sleep Med. 2007;3(05):519–28.

17. Miaskowski C. Gender differences in pain, fatigue, and depression in patients with cancer. JNCI Monogr. 2004;2004(32):139–43.

18. Schwarz R, Krauss O, Hinz A. Fatigue in the general population. Oncol Res Treat. 2003;26(2):140–4.

19. Hunter SK. Sex differences and mechanisms of task-specific muscle fatigue. Exerc Sport Sci Rev. 2009;37(3):113. doi: 10.1097/JES.0b013e3181aa63e2 19550202

20. Read JG, Gorman BK. Gender and health inequality. Annu Rev Sociol. 2010;36:371–86.

21. Tang W-R, Yu C-Y, Yeh S-J. Fatigue and its related factors in patients with chronic heart failure. J Clin Nurs. 2010;19(1–2):69–78. doi: 10.1111/j.1365-2702.2009.02959.x 20500245

22. Fortier-Brochu É, Beaulieu-Bonneau S, Ivers H, Morin CM. Relations between sleep, fatigue, and health-related quality of life in individuals with insomnia. J Psychosom Res. 2010;69(5):475–83. doi: 10.1016/j.jpsychores.2010.05.005 20955867

23. Boolani A, Manierre M. An exploratory multivariate study examining correlates of trait mental and physical fatigue and energy. Fatigue Biomed Health Behav.

24. Buysse DJ, Reynolds CF III, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28(2):193–213. doi: 10.1016/0165-1781(89)90047-4 2748771

25. Nozaki S, Tanaka M, Mizuno K, Ataka S, Mizuma H, Tahara T, et al. Mental and physical fatigue-related biochemical alterations. Nutrition. 2009;25(1):51–7. doi: 10.1016/j.nut.2008.07.010 18834718

26. O’Connor P. Mental and physical state and trait energy and fatigue scales. University of Georgia; 2006.

27. Boolani A, Lindheimer JB, Loy BD, Crozier S, O’Connor PJ. Acute effects of brewed cocoa consumption on attention, motivation to perform cognitive work and feelings of anxiety, energy and fatigue: a randomized, placebo-controlled crossover experiment. BMC Nutr. 2017;3(1):8.

28. Curran SL, Andrykowski MA, Studts JL. Short form of the Profile of Mood States (POMS-SF): Psychometric information. Psychol Assess. 1995;7(1):80.

29. Gomez-Pinilla F, Nguyen TT. Natural mood foods: the actions of polyphenols against psychiatric and cognitive disorders. Nutr Neurosci. 2012;15(3):127–33. doi: 10.1179/1476830511Y.0000000035 22334236

30. Puetz TW, O’connor PJ, Dishman RK. Effects of chronic exercise on feelings of energy and fatigue: a quantitative synthesis. Psychol Bull. 2006;132(6):866. doi: 10.1037/0033-2909.132.6.866 17073524

31. Dishman RK, Thom NJ, Puetz TW, O’Connor PJ, Clementz BA. Effects of cycling exercise on vigor, fatigue, and electroencephalographic activity among young adults who report persistent fatigue. Psychophysiology. 2010;47(6):1066–74. doi: 10.1111/j.1469-8986.2010.01014.x 20409016

32. Boolani A, Sur S, Yang D, Avolio A, Goodwin A, Mondal S, et al. Six Minutes of Physical Activity Improves Mood in Older Adults: A Pilot Study. J Geriatr Phys Ther 2001. 2019;

33. Tukey JW. The future of data analysis. Ann Math Stat. 1962;33(1):1–67.

34. Lumley T, Diehr P, Emerson S, Chen L. The importance of the normality assumption in large public health data sets. Annu Rev Public Health. 2002;23(1):151–69.

35. Rabe-Hesketh S, Skrondal A. Multilevel and longitudinal modeling using Stata. STATA press; 2008.

36. Hayes AF. Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. Guilford Publications; 2017.

37. Althouse AD. Adjust for multiple comparisons? It’s not that simple. Ann Thorac Surg. 2016;101(5):1644–5. doi: 10.1016/j.athoracsur.2015.11.024 27106412

38. Perneger TV. What’s wrong with Bonferroni adjustments. Bmj. 1998;316(7139):1236–8. doi: 10.1136/bmj.316.7139.1236 9553006

39. Rothman KJ. No adjustments are needed for multiple comparisons. Epidemiology. 1990;43–6. 2081237

40. Feise RJ. Do multiple outcome measures require p-value adjustment? BMC Med Res Methodol. 2002;2(1):8.

41. Spielberger CD, Gonzalez-Reigosa F, Martinez-Urrutia A, Natalicio LF, Natalicio DS. The state-trait anxiety inventory. Rev Interam Psicol J Psychol. 2017;5(3 & 4).

42. Chiappelli J, Nugent KL, Thangavelu K, Searcy K, Hong LE. Assessment of trait and state aspects of depression in schizophrenia. Schizophr Bull. 2013;40(1):132–42. doi: 10.1093/schbul/sbt069 23686021

43. Bird CE, Rieker PP. Gender and health: The effects of constrained choices and social policies. Cambridge University Press; 2008.

44. Courtenay W. Dying to be men: Psychosocial, environmental, and biobehavioral directions in promoting the health of men and boys. Routledge; 2011.

45. Mauss IB, Troy AS, LeBourgeois MK. Poorer sleep quality is associated with lower emotion-regulation ability in a laboratory paradigm. Cogn Emot. 2013;27(3):567–76. doi: 10.1080/02699931.2012.727783 23025547

46. Palmer CA, Alfano CA. Sleep and emotion regulation: an organizing, integrative review. Sleep Med Rev. 2017;31:6–16. doi: 10.1016/j.smrv.2015.12.006 26899742


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