Skip to main content
Log in

The association between physical activity and a composite measure of sleep health

  • Epidemiology • Original Article
  • Published:
Sleep and Breathing Aims and scope Submit manuscript

Abstract

Purpose

Physical activity has been associated with several individual dimensions of sleep. However, the association between physical activity and sleep health, a construct that emphasizes the multidimensional nature of sleep, has not been explored. This analysis examined the relationship between physical activity and a composite measure of sleep health.

Methods

A total of 114 adults (66% female, 60.3 ± 9.2 years) were included in the analyses. Participants reported daily light-intensity physical activity (LPA) and moderate- and vigorous-intensity physical activity (MVPA) via diary, while wearing a pedometer (Omron HJ-720ITC) to measure daily steps. Sleep health was measured using the RU_SATED questionnaire, which addresses regularity of sleep patterns, satisfaction with sleep, daytime alertness, and sleep timing, efficiency, and duration. Multiple linear regression, binary logistic regression, and analysis of covariance (ANCOVA) were utilized for analyses.

Results

Mean sleep health score was 9.6 ± 2.4 (0 [poor]–12 [good]). Participants reported 62.9 ± 66.0 and 51.2 ± 51.2 min/day of LPA and MVPA, respectively, and took 5585.5 ± 2806.7 steps/day. Greater MVPA was associated with better sleep health (β = 0.27, P = 0.005) and sleep health scores differed between those reporting < 30 min/day and ≥ 60 min/day of MVPA (P = 0.004). Greater MVPA was associated with higher odds of having good sleep satisfaction (OR = 1.58 [1.14–2.20], P < 0.01), timing (OR = 2.07 [1.24–3.46], P < 0.01), and duration (OR = 1.48 [1.02–2.18], P = 0.04). Pedometer-based physical activity and LPA were not related to sleep health or its individual dimensions.

Conclusions

In middle- to older-aged adults, higher-intensity activity, but not lower-intensity or volume of activity, was associated with greater sleep health. These data suggest that physical activity intensity may be important for sleep health.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  1. Buysse DJ (2014) Sleep health: can we define it? Does it matter? Sleep 37(1):9–17. https://doi.org/10.5665/sleep.3298

    Article  PubMed  PubMed Central  Google Scholar 

  2. Dalmases M, Benitez ID, Mas A, Garcia-Codina O, Medina-Bustos A, Escarrabill J, Salto E, Buysse DJ, Roure N, Sanchez-de-la-Torre M, Rue M, Barbe F, de Batlle J (2018) Assessing sleep health in a European population: results of the Catalan health survey 2015. PLoS One 13(4):e0194495. https://doi.org/10.1371/journal.pone.0194495

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Furihata R, Hall MH, Stone KL, Ancoli-Israel S, Smagula SF, Cauley JA, Kaneita Y, Uchiyama M, Buysse DJ (2017) An aggregate measure of sleep health is associated with prevalent and incident clinically significant depression symptoms among community-dwelling older women. Sleep 40 (3):zsw075. https://doi.org/10.1093/sleep/zsw075

  4. Jennings JR, Muldoon MF, Hall M, Buysse DJ, Manuck SB (2007) Self-reported sleep quality is associated with the metabolic syndrome. Sleep 30(2):219–223. https://doi.org/10.1093/sleep/30.2.219

    Article  PubMed  Google Scholar 

  5. Brindle RC, Cribbet MR, Samuelsson LB, Gao C, Frank E, Krafty RT, Thayer JF, Buysse DJ, Hall MH (2018) The relationship between childhood trauma and poor sleep health in adulthood. Psychosom Med 80(2):200–207. https://doi.org/10.1097/psy.0000000000000542

    Article  PubMed  PubMed Central  Google Scholar 

  6. Wallace ML, Stone K, Smagula SF, Hall MH, Simsek B, Kado DM, Redline S, Vo TN, Buysse DJ (2018) Which sleep health characteristics predict all-cause mortality in older men? An application of flexible multivariable approaches. Sleep 41 (1):zsx189. https://doi.org/10.1093/sleep/zsx189

  7. Irish LA, Kline CE, Gunn HE, Buysse DJ, Hall MH (2015) The role of sleep hygiene in promoting public health: a review of empirical evidence. Sleep Med Rev 22:23–36. https://doi.org/10.1016/j.smrv.2014.10.001

    Article  PubMed  Google Scholar 

  8. King AC, Oman RF, Brassington GS, Bliwise DL, Haskell WL (1997) Moderate-intensity exercise and self-rated quality of sleep in older adults. A randomized controlled trial. JAMA 277(1):32–37. https://doi.org/10.1001/jama.1997.03540250040029

    Article  CAS  PubMed  Google Scholar 

  9. Kredlow MA, Capozzoli MC, Hearon BA, Calkins AW, Otto MW (2015) The effects of physical activity on sleep: a meta-analytic review. J Behav Med 38(3):427–449. https://doi.org/10.1007/s10865-015-9617-6

    Article  PubMed  Google Scholar 

  10. Rubio-Arias JA, Marin-Cascales E, Ramos-Campo DJ, Hernandez AV, Perez-Lopez FR (2017) Effect of exercise on sleep quality and insomnia in middle-aged women: a systematic review and meta-analysis of randomized controlled trials. Maturitas 100:49–56. https://doi.org/10.1016/j.maturitas.2017.04.003

    Article  PubMed  Google Scholar 

  11. Yang PY, Ho KH, Chen HC, Chien MY (2012) Exercise training improves sleep quality in middle-aged and older adults with sleep problems: a systematic review. J Physiother 58 (3):157–163. https://doi.org/10.1016/s1836-9553(12)70106-6

  12. Hall MH, Mulukutla S, Kline CE, Samuelsson LB, Taylor BJ, Thayer JF, Krafty RT, Frank E, Kupfer DJ (2017) Objective sleep duration is prospectively associated with endothelial health. Sleep 40 (1):zsw003. https://doi.org/10.1093/sleep/zsw003

  13. Jake-Schoffman DE, Silfee VJ, Sreedhara M, Rosal MC, May CN, Lopez-Cepero A, Lemon SC, Haughton CF (in press) Reporting of physical activity device measurement and analysis protocols in lifestyle interventions. Am J Lifestyle Med. https://doi.org/10.1177/1559827619862179

  14. Hasson RE, Haller J, Pober DM, Staudenmayer J, Freedson PS (2009) Validity of the Omron HJ-112 pedometer during treadmill walking. Med Sci Sports Exerc 41(4):805–809. https://doi.org/10.1249/MSS.0b013e31818d9fc2

    Article  PubMed  Google Scholar 

  15. Smith KA, Egercic L, Bramble A, Secich JJ (2017) Reliability and validity of the Omron HJ-720 ITC pedometer when worn at four different locations on the body. Cogent Med 4(1):1311461. https://doi.org/10.1080/2331205X.2017.1311461

    Article  Google Scholar 

  16. Becker NB, Martins RIS, de Neves JS, Chiodelli R, Rieber MS (2018) Sleep health assessment: a scale validation. Psychiatry Res 259:51–55. https://doi.org/10.1016/j.psychres.2017.10.014

    Article  Google Scholar 

  17. Ishak NAM, Ahmad S (2018) Estimating optimal parameter of Box-Cox transformation in multiple regression with non-normal data. In: Regional conference on science, technology and social sciences (RCSTSS 2016). Singapore: Springer, pp 1039–1046. https://doi.org/10.1007/978-981-13-0074-5_102

  18. Piercy KL, Troiano RP, Ballard RM, Carlson SA, Fulton JE, Galuska DA, George SM, Olson RD (2018) The physical activity guidelines for Americans. JAMA 320(19):2020–2028. https://doi.org/10.1001/jama.2018.14854

    Article  PubMed  Google Scholar 

  19. Tudor-Locke C, Craig CL, Thyfault JP, Spence JC (2013) A step-defined sedentary lifestyle index: < 5000 steps/day. Appl Physiol Nutr Metab 38(2):100–114. https://doi.org/10.1139/apnm-2012-0235

    Article  PubMed  Google Scholar 

  20. Richardson JT (2011) Eta squared and partial eta squared as measures of effect size in educational research. Educ Res Rev 6(2):135–147. https://doi.org/10.1016/j.edurev.2010.12.001

    Article  Google Scholar 

  21. Achttien R, van Lieshout J, Wensing M, van der Sanden MN, Staal JB (2019) Symptoms of depression are associated with physical inactivity but not modified by gender or the presence of a cardiovascular disease; a cross-sectional study. BMC Cardiovasc Disord 19(1):95. https://doi.org/10.1186/s12872-019-1065-8

    Article  PubMed  PubMed Central  Google Scholar 

  22. Fluetsch N, Levy C, Tallon L (2019) The relationship of physical activity to mental health: a 2015 behavioral risk factor surveillance system data analysis. J Affect Disord 253:96–101. https://doi.org/10.1016/j.jad.2019.04.086

    Article  PubMed  Google Scholar 

  23. Zhai L, Zhang H, Zhang D (2015) Sleep duration and depression among adults: a meta-analysis of prospective studies. Depress Anxiety 32(9):664–670. https://doi.org/10.1002/da.22386

    Article  PubMed  Google Scholar 

  24. Banno M, Harada Y, Taniguchi M, Tobita R, Tsujimoto H, Tsujimoto Y, Kataoka Y, Noda A (2018) Exercise can improve sleep quality: a systematic review and meta-analysis. PeerJ 6:e5172. https://doi.org/10.7717/peerj.5172

    Article  PubMed  PubMed Central  Google Scholar 

  25. Kline CE, Sui X, Hall MH, Youngstedt SD, Blair SN, Earnest CP, Church TS (2012) Dose-response effects of exercise training on the subjective sleep quality of postmenopausal women: exploratory analyses of a randomised controlled trial. BMJ Open 2(4):e001044. https://doi.org/10.1136/bmjopen-2012-001044

    Article  PubMed  PubMed Central  Google Scholar 

  26. Passos GS, Poyares D, Santana MG, Garbuio SA, Tufik S, de Mello MT (2010) Effect of acute physical exercise on patients with chronic primary insomnia. J Clin Sleep Med 6(3):270–275

    Article  Google Scholar 

  27. Richards KC, Lambert C, Beck CK, Bliwise DL, Evans WJ, Kalra GK, Kleban MH, Lorenz R, Rose K, Gooneratne NS, Sullivan DH (2011) Strength training, walking, and social activity improve sleep in nursing home and assisted living residents: randomized controlled trial. J Am Geriatr Soc 59(2):214–223. https://doi.org/10.1111/j.1532-5415.2010.03246.x

    Article  PubMed  PubMed Central  Google Scholar 

  28. Reis C, Dias S, Rodrigues AM, Sousa RD, Gregorio MJ, Branco J, Canhao H, Paiva T (2018) Sleep duration, lifestyles and chronic diseases: a cross-sectional population-based study. Sleep Sci 11(4):217–230. https://doi.org/10.5935/1984-0063.20180036

    Article  PubMed  PubMed Central  Google Scholar 

  29. Best JR, Falck RS, Landry GJ, Liu-Ambrose T (2019) Analysis of dynamic, bidirectional associations in older adult physical activity and sleep quality. J Sleep Res 28(4):e12769. https://doi.org/10.1111/jsr.12769

    Article  PubMed  Google Scholar 

  30. Haraszti RA, Purebl G, Salavecz G, Poole L, Dockray S, Steptoe A (2014) Morningness-eveningness interferes with perceived health, physical activity, diet and stress levels in working women: a cross-sectional study. Chronobiol Int 31(7):829–837. https://doi.org/10.3109/07420528.2014.911188

    Article  PubMed  Google Scholar 

  31. Shechter A, St-Onge MP (2014) Delayed sleep timing is associated with low levels of free-living physical activity in normal sleeping adults. Sleep Med 15(12):1586–1589. https://doi.org/10.1016/j.sleep.2014.07.010

    Article  PubMed  PubMed Central  Google Scholar 

  32. Baron KG, Reid KJ, Malkani RG, Kang J, Zee PC (2017) Sleep variability among older adults with insomnia: associations with sleep quality and cardiometabolic disease risk. Behav Sleep Med 15(2):144–157. https://doi.org/10.1080/15402002.2015.1120200

    Article  PubMed  Google Scholar 

  33. Breneman CB, Kline CE, West DS, Sui X, Porter RR, Bowyer KP, Custer S, Wang X (2019) The effect of moderate-intensity exercise on nightly variability in objectively measured sleep parameters among older women. Behav Sleep Med 17(4):459–469. https://doi.org/10.1080/15402002.2017.1395337

    Article  PubMed  Google Scholar 

  34. Buman MP, Hekler EB, Bliwise DL, King AC (2011) Exercise effects on night-to-night fluctuations in self-rated sleep among older adults with sleep complaints. J Sleep Res 20(1 Pt 1):28–37. https://doi.org/10.1111/j.1365-2869.2010.00866.x

    Article  PubMed  PubMed Central  Google Scholar 

  35. Tudor-Locke C, Williams JE, Reis JP, Pluto D (2002) Utility of pedometers for assessing physical activity: convergent validity. Sports Med 32(12):795–808. https://doi.org/10.2165/00007256-200232120-00004

    Article  PubMed  Google Scholar 

  36. Kline CE, Irish LA, Krafty RT, Sternfeld B, Kravitz HM, Buysse DJ, Bromberger JT, Dugan SA, Hall MH (2013) Consistently high sports/exercise activity is associated with better sleep quality, continuity and depth in midlife women: the SWAN sleep study. Sleep 36(9):1279–1288. https://doi.org/10.5665/sleep.2946

    Article  PubMed  PubMed Central  Google Scholar 

  37. Wang X, Youngstedt SD (2014) Sleep quality improved following a single session of moderate-intensity aerobic exercise in older women: results from a pilot study. J Sport Health Sci 3(4):338–342. https://doi.org/10.1016/j.jshs.2013.11.004

    Article  PubMed  PubMed Central  Google Scholar 

  38. Chen LJ, Fox KR, Sun WJ, Tsai PS, Ku PW, Chu D (2018) Associations between walking parameters and subsequent sleep difficulty in older adults: a 2-year follow-up study. J Sport Health Sci 7(1):95–101. https://doi.org/10.1016/j.jshs.2017.01.007

    Article  PubMed  Google Scholar 

  39. Sallis JF, Saelens BE (2000) Assessment of physical activity by self-report: status, limitations, and future directions. Res Q Exerc Sport 71(2):1–14. https://doi.org/10.1080/02701367.2000.11082780

    Article  PubMed  Google Scholar 

  40. Youngstedt SD, Elliott JA, Kripke DF (2019) Human circadian phase-response curves for exercise. J Physiol 597(8):2253–2268. https://doi.org/10.1113/jp276943

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgments

The authors are grateful to all study staff and participants that made this dataset a reality for secondary analyses such as these.

Funding

This study was funded by National Institutes of Health (NIH) grant R01HL104607 (PI: Hall). Additional investigator support was provided by NIH grants K23HL118318 (PI: Kline) and R01GM113243 (PI: Krafty).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christopher E. Kline.

Ethics declarations

Conflict of interest

DJB, RTK, MHH, and CEK have received grant support independent from this project from the NIH. DJB has served as a paid consultant for Weight Watchers, Bayer, and Emmi Solutions; received fees for educational products and programs sponsored by the American Academy of Physician Assistants, CME Institute, and Eisai; received licensing fees for the Pittsburgh Sleep Quality Index, copyrighted to the University of Pittsburgh, and the Consensus Sleep Diary, licensed to Ryerson University. RCB and JFT declare that they have no conflict of interest.

Ethical approval

All procedures performed in this study were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Informed consent

Informed consent was obtained from all individual participants included in the study.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kubala, A.G., Buysse, D.J., Brindle, R.C. et al. The association between physical activity and a composite measure of sleep health. Sleep Breath 24, 1207–1214 (2020). https://doi.org/10.1007/s11325-019-02007-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11325-019-02007-x

Keywords

Navigation