Sleep, Physical Activity, and Diet of Adults during the Second Lockdown of the COVID-19 Pandemic in Greece
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Ethics Approval
2.3. Questionnaire
2.4. Statistical Analysis
3. Results
3.1. Demographic Data, Sleep, and Physical Activity
3.2. Sleep Characteristics by Body Mass Index Group
3.3. Change in Weight, Physical Activity, and Food Consumption
3.4. Change of Sleep Characteristics, Weight, Physical Activity, and Food Consumption
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Stewart, N.H.; Koza, A.; Dhaon, S.; Shoushtari, C.; Martinez, M.; Arora, V.M. Sleep in Frontline Healthcare Workers During the COVID-19 Pandemic: A Social Media Survey Study. J. Med. Internet Res. 2021, 23, e27331. [Google Scholar] [CrossRef]
- Batool-Anwar, S.; Robbins, R.; Ali, S.H.; Capasso, A.; Foreman, J.; Jones, A.M.; Tozan, Y.; DiClemente, R.J.; Quan, S.F. Examining changes in sleep duration as sociated with the onset of the COVID-19 pandemic: Who is sleeping and who is not? MedRxiv 2021, 1, 1–5. [Google Scholar]
- Trakada, A.; Nikolaidis, P.T.; Andrade, M.D.S.; Puccinelli, P.J.; Economou, N.T.; Steiropoulos, P.; Knechtle, B.; Trakada, G. Sleep During “Lockdown” in the COVID-19 Pandemic. Int. J. Environ. Res. Public Health 2020, 17, 9094. [Google Scholar] [CrossRef]
- Micheletti Cremasco, M.; Mulasso, A.; Moroni, A.; Testa, A.; Degan, R.; Rainoldi, A.; Rabaglietti, E. Relation among Perceived Weight Change, Sedentary Activities and Sleep Quality during COVID-19 Lockdown: A Study in an Academic Community in Northern Italy. Int. J. Environ. Res. Public Health 2021, 18, 2943. [Google Scholar] [CrossRef] [PubMed]
- Nikolic, M.; Simovic, S.; Novkovic, L.; Jokovic, V.; Djokovic, D.; Muric, N.; Bazic Sretenovic, D.; Jovanovic, J.; Pantic, K.; Cekerevac, I. Obesity and sleep apnea as a significant comorbidities in COVID-19—A case report. Obes. Res. Clin. Pract. 2021, 15, 281–284. [Google Scholar] [CrossRef]
- Louie, T.; Kwan, B.; Susanto, C.; Ng, A. Respiratory failure, clinical course and community management of COVID-19 patients in a large Australian cohort. Intern. Med. J. 2021, 51, 334–340. [Google Scholar] [CrossRef] [PubMed]
- Taheri, S.; Lin, L.; Austin, D.; Young, T.; Mignot, E. Short sleep duration is associated with reduced leptin, elevated ghrelin, and increased body mass index. PLoS Med. 2004, 1, e62. [Google Scholar] [CrossRef]
- Sateia, M.J. International classification of sleep disorders-third edition: Highlights and modifications. Chest 2014, 146, 1387–1394. [Google Scholar] [CrossRef] [PubMed]
- Wang, F.; Bíró, É. Determinants of sleep quality in college students: A literature review. Explore 2021, 17, 170–177. [Google Scholar] [CrossRef]
- Varghese, N.E.; Lugo, A.; Ghislandi, S.; Colombo, P.; Pacifici, R.; Gallus, S. Sleep dissatisfaction and insufficient sleep duration in the Italian population. Sci. Rep. 2020, 10, 17943. [Google Scholar] [CrossRef]
- Brown, A.; Flint, S.W.; Kalea, A.Z.; O’Kane, M.; Williams, S.; Batterham, R.L. Negative impact of the first COVID-19 lockdown upon health-related behaviours and psychological wellbeing in people living with severe and complex obesity in the UK. EClinicalMedicine 2021, 34, 100796. [Google Scholar] [CrossRef]
- Chew, H.S.J.; Lopez, V. Global Impact of COVID-19 on Weight and Weight-Related Behaviors in the Adult Population: A Scoping Review. Int. J. Environ. Res. Public Health 2021, 18, 1876. [Google Scholar] [CrossRef]
- Deacon-Crouch, M.; Begg, S.; Skinner, T. Is sleep duration associated with overweight/obesity in Indigenous Australian adults? BMC Public Health 2020, 20, 1229. [Google Scholar] [CrossRef] [PubMed]
- Ash, T.; Kang, A.; Hom, C.; Risica, P.M. Association between sleep duration and differences between weekday and weekend sleep with body mass index & waist circumference among Black women in Sistertalk II. Sleep Health 2020, 6, 797–803. [Google Scholar] [CrossRef] [PubMed]
- Yang, Y.; Miao, Q.; Zhu, X.; Qin, L.; Gong, W.; Zhang, S.; Zhang, Q.; Lu, B.; Ye, H.; Li, Y. Sleeping Time, BMI, and Body Fat in Chinese Freshmen and Their Interrelation. Obes. Facts 2020, 13, 179–190. [Google Scholar] [CrossRef]
- Sa, J.; Choe, S.; Cho, B.Y.; Chaput, J.P.; Kim, G.; Park, C.H.; Chung, J.; Choi, Y.; Nelson, B.; Kim, Y. Relationship between sleep and obesity among U.S. and South Korean college students. BMC Public Health 2020, 20, 96. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Grandner, M.A.; Schopfer, E.A.; Sands-Lincoln, M.; Jackson, N.; Malhotra, A. Relationship between sleep duration and body mass index depends on age. Obesity 2015, 23, 2491–2498. [Google Scholar] [CrossRef] [Green Version]
- Rusu, A.; Bala, C.; Graur, M.; Creteanu, G.; Morosanu, M.; Radulian, G.; Popa, A.R.; Timar, R.; Pircalaboiu, L.; Roman, G. Sleep duration and body mass index: Moderating effect of self-perceived stress and age. Results of a cross-sectional population-based study. Eat. Weight. Disord. 2019, 24, 1089–1097. [Google Scholar] [CrossRef]
- Grasdalsmoen, M.; Eriksen, H.R.; Lønning, K.J.; Sivertsen, B. Physical exercise and body-mass index in young adults: A national survey of Norwegian university students. BMC Public Health 2019, 19, 1354. [Google Scholar] [CrossRef]
- Buman, M.P.; King, A.C. Exercise as a Treatment to Enhance Sleep. Am. J. Lifestyle Med. 2010, 4, 500–514. [Google Scholar] [CrossRef]
- Kline, C.E.; Hillman, C.H.; Bloodgood Sheppard, B.; Tennant, B.; Conroy, D.E.; Macko, R.F.; Marquez, D.X.; Petruzzello, S.J.; Powell, K.E.; Erickson, K.I. Physical activity and sleep: An updated umbrella review of the 2018 Physical Activity Guidelines Advisory Committee report. Sleep Med. Rev. 2021, 58, 101489. [Google Scholar] [CrossRef]
- Peuhkuri, K.; Sihvola, N.; Korpela, R. Diet promotes sleep duration and quality. Nutr. Res. 2012, 32, 309–319. [Google Scholar] [CrossRef] [PubMed]
- Duan, D.; Gu, C.; Polotsky, V.Y.; Jun, J.C.; Pham, L.V. Effects of Dinner Timing on Sleep Stage Distribution and EEG Power Spectrum in Healthy Volunteers. Nat. Sci. Sleep 2021, 13, 601–612. [Google Scholar] [CrossRef]
- Kase, B.E.; Liu, J.; Wirth, M.D.; Shivappa, N.; Hebert, J.R. Associations between dietary inflammatory index and sleep problems among adults in the United States, NHANES 2005-2016. Sleep Health 2021, 7, 273–280. [Google Scholar] [CrossRef]
- Trakada, G.; Steiropoulos, P.; Zarogoulidis, P.; Nena, E.; Papanas, N.; Maltezos, E.; Bouros, D. A fatty meal aggravates apnea and increases sleep in patients with obstructive sleep apnea. Sleep Breath. Schlaf Atm. 2014, 18, 53–58. [Google Scholar] [CrossRef] [PubMed]
- Available online: https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Greece (accessed on 7 July 2021).
- Available online: https://www.google.com/forms/about/ (accessed on 7 July 2021).
- Turk, T.; Elhady, M.T.; Rashed, S.; Abdelkhalek, M.; Nasef, S.A.; Khallaf, A.M.; Mohammed, A.T.; Attia, A.W.; Adhikari, P.; Amin, M.A.; et al. Quality of reporting web-based and non-web-based survey studies: What authors, reviewers and consumers should consider. PLoS ONE 2018, 13, e0194239. [Google Scholar] [CrossRef] [PubMed]
- Ács, P.; Veress, R.; Rocha, P.; Dóczi, T.; Raposa, B.L.; Baumann, P.; Ostojic, S.; Pérmusz, V.; Makai, A. Criterion validity and reliability of the International Physical Activity Questionnaire-Hungarian short form against the RM42 accelerometer. BMC Public Health 2021, 21, 381. [Google Scholar] [CrossRef]
- Sember, V.; Meh, K.; Sorić, M.; Starc, G.; Rocha, P.; Jurak, G. Validity and Reliability of International Physical Activity Questionnaires for Adults across EU Countries: Systematic Review and Meta Analysis. Int. J. Environ. Res. Public Health 2020, 17, 7161. [Google Scholar] [CrossRef] [PubMed]
- Davies, A.; Wellard-Cole, L.; Rangan, A.; Allman-Farinelli, M. Validity of self-reported weight and height for BMI classification: A cross-sectional study among young adults. Nutrition 2020, 71, 110622. [Google Scholar] [CrossRef]
- Hodge, J.M.; Shah, R.; McCullough, M.L.; Gapstur, S.M.; Patel, A.V. Validation of self-reported height and weight in a large, nationwide cohort of U.S. adults. PLoS ONE 2020, 15, e0231229. [Google Scholar] [CrossRef] [Green Version]
- Weir, C.B.; Jan, A. BMI classification percentile and cut off points. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2021. [Google Scholar]
- Blume, C.; Schmidt, M.H.; Cajochen, C. Effects of the COVID-19 lockdown on human sleep and rest-activity rhythms. Curr. Biol. CB 2020, 30, R795–R797. [Google Scholar] [CrossRef]
- Wu, T.; Jia, X.; Shi, H.; Niu, J.; Yin, X.; Xie, J.; Wang, X. Prevalence of mental health problems during the COVID-19 pandemic: A systematic review and meta-analysis. J. Affect. Disord. 2021, 281, 91–98. [Google Scholar] [CrossRef]
- Taylor, M.R.; Agho, K.E.; Stevens, G.J.; Raphael, B. Factors influencing psychological distress during a disease epidemic: Data from Australia’s first outbreak of equine influenza. BMC Public Health 2008, 8, 347. [Google Scholar] [CrossRef] [Green Version]
- Mezick, E.J.; Matthews, K.A.; Hall, M.; Kamarck, T.W.; Buysse, D.J.; Owens, J.F.; Reis, S.E. Intra-individual variability in sleep duration and fragmentation: Associations with stress. Psychoneuroendocrinology 2009, 34, 1346–1354. [Google Scholar] [CrossRef] [Green Version]
- Beccuti, G.; Pannain, S. Sleep and obesity. Curr. Opin. Clin. Nutr. Metab. Care 2011, 14, 402–412. [Google Scholar] [CrossRef] [Green Version]
- Chaput, J.P.; Klingenberg, L.; Sjödin, A. Do all sedentary activities lead to weight gain: Sleep does not. Curr. Opin. Clin. Nutr. Metab. Care 2010, 13, 601–607. [Google Scholar] [CrossRef] [PubMed]
- Lin, C.L.; Lin, C.P.; Chen, S.W.; Wu, H.C.; Tsai, Y.H. The association between sleep duration and overweight or obesity in Taiwanese adults: A cross-sectional study. Obes. Res. Clin. Pract. 2018, 12, 384–388. [Google Scholar] [CrossRef] [PubMed]
- St-Onge, M.P.; Roberts, A.L.; Chen, J.; Kelleman, M.; O’Keeffe, M.; RoyChoudhury, A.; Jones, P.J. Short sleep duration increases energy intakes but does not change energy expenditure in normal-weight individuals. Am. J. Clin. Nutr. 2011, 94, 410–416. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hense, S.; Bayer, O. Sleep duration and overweight. Bundesgesundheitsblatt Gesundh. Gesundh. 2011, 54, 1337–1343. [Google Scholar] [CrossRef] [PubMed]
- Papandreou, C.; Camacho-Barcia, L.; García-Gavilán, J.; Hansen, T.T.; Hjorth, M.F.; Halford, J.C.G.; Salas-Salvadó, J.; Sjödin, A.; Bulló, M. Circulating metabolites associated with objectively measured sleep duration and sleep variability in overweight/obese participants: A metabolomics approach within the SATIN study. Sleep 2019, 42, zsz030. [Google Scholar] [CrossRef] [PubMed]
- Tasali, E.; Chapotot, F.; Wroblewski, K.; Schoeller, D. The effects of extended bedtimes on sleep duration and food desire in overweight young adults: A home-based intervention. Appetite 2014, 80, 220–224. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Robinson, E.; Boyland, E.; Chisholm, A.; Harrold, J.; Maloney, N.G.; Marty, L.; Mead, B.R.; Noonan, R.; Hardman, C.A. Obesity, eating behavior and physical activity during COVID-19 lockdown: A study of UK adults. Appetite 2021, 156, 104853. [Google Scholar] [CrossRef]
- Tan, M.; He, F.J.; MacGregor, G.A. Obesity and COVID-19: The role of the food industry. BMJ 2020, 369, m2237. [Google Scholar] [CrossRef]
- Available online: www.cdc.gov/nchs/fastats/obesity-overweight.htm (accessed on 7 July 2021).
- Altun, I.; Cınar, N.; Dede, C. The contributing factors to poor sleep experiences in according to the university students: A cross-sectional study. J. Res. Med. Sci. Off. J. Isfahan Univ. Med. Sci. 2012, 17, 557–561. [Google Scholar]
- Choi, S.H.; Terrell, J.E.; Pohl, J.M.; Redman, R.W.; Duffy, S.A. Factors associated with sleep quality among operating engineers. J. Community Health 2013, 38, 597–602. [Google Scholar] [CrossRef] [Green Version]
- Gupta, R.; Grover, S.; Basu, A.; Krishnan, V.; Tripathi, A.; Subramanyam, A.; Nischal, A.; Hussain, A.; Mehra, A.; Ambekar, A.; et al. Changes in sleep pattern and sleep quality during COVID-19 lockdown. Indian J. Psychiatry 2020, 62, 370–378. [Google Scholar] [CrossRef]
- Gualano, M.R.; Lo Moro, G.; Voglino, G.; Bert, F.; Siliquini, R. Effects of Covid-19 Lockdown on Mental Health and Sleep Disturbances in Italy. Int. J. Environ. Res. Public Health 2020, 17, 4779. [Google Scholar] [CrossRef]
Variable | Outcome | n | % |
---|---|---|---|
Sex | Women | 296 | 59.9 |
Men | 198 | 40.1 | |
Age group | <43 years | 382 | 77.3 |
>43 years | 112 | 22.7 | |
Marital status | Unmarried | 382 | 77.3 |
Married | 112 | 22.7 | |
Residence | Rural | 79 | 16.0 |
Urban | 415 | 84.0 | |
Education | Primary | 11 | 2.2 |
Secondary | 43 | 8.7 | |
Tertiary (a) | 439 | 89.0 | |
Job | Health professionals | 46 | 9.3 |
With physical presence | 153 | 31.0 | |
Full-time distance working | 87 | 17.6 | |
Part-time distance working | 49 | 9.9 | |
Unemployed | 39 | 7.9 | |
Student | 67 | 13.6 | |
Other | 53 | 10.7 | |
Compliance with measures | Yes | 442 | 89.5 |
No | 52 | 10.5 | |
Presence of COVID-19 | Yes | 114 | 23.1 |
No | 380 | 76.9 | |
BMI group | Under-weight | 34 | 6.9 |
Normal-weight | 289 | 58.7 | |
Over-weight | 128 | 26.0 | |
Obese | 41 | 8.3 | |
Change of sleep | Decrease | 107 | 22.0 |
No change | 209 | 42.9 | |
Increase | 171 | 35.1 | |
Quality of sleep | Bad | 30 | 6.1 |
Average | 217 | 44.0 | |
Good | 246 | 49.9 | |
Change of quality of sleep | Worsen | 130 | 26.3 |
No change | 279 | 56.5 | |
Improve | 85 | 17.2 | |
Change of high intensity PA | Decrease | 200 | 43.0 |
No change | 153 | 32.9 | |
Increase | 112 | 24.1 | |
Change of moderate intensity PA | Decrease | 164 | 37.0 |
No change | 160 | 36.1 | |
Increase | 119 | 26.9 | |
Change of walking | Decrease | 150 | 31.3 |
No change | 131 | 27.3 | |
Increase | 199 | 41.5 | |
Change of eating (quantitatively) | Decrease | 82 | 16.7 |
No change | 238 | 48.4 | |
Increase | 172 | 35.0 | |
Change of eating (qualitatively) | Decrease | 141 | 28.7 |
No change | 224 | 45.6 | |
Increase | 126 | 25.7 |
Variable | Body Weight | ||||
---|---|---|---|---|---|
Decrease | No change | Increase | Statistic | ||
High intensity PA | Decrease | 31.4 | 33.7 | 57.0 | χ2 = 54.980 |
No change | 20.9 | 45.1 | 27.5 | p < 0.001 | |
Increase | 47.7 | 21.1 | 15.5 | φ = 0.342 | |
Moderate intensity PA | Decrease | 23.8 | 25.9 | 52.5 | χ2 = 47.099 |
No change | 31.0 | 44.6 | 32.8 | p < 0.001 | |
Increase | 45.2 | 29.5 | 14.8 | φ = 0.326 | |
Walking | Decrease | 24.4 | 23.5 | 41.5 | χ2 = 22.342 |
No change | 20.0 | 31.7 | 24.6 | p < 0.001 | |
Increase | 55.6 | 44.8 | 33.8 | φ = 0.214 | |
Food quantity | Decrease | 60.9 | 8.6 | 2.5 | χ2 = 265.264 |
No change | 29.3 | 73.3 | 32.7 | p < 0.001 | |
Increase | 9.8 | 18.2 | 64.8 | φ = 0.739 | |
Food quality | Worsen | 11.0 | 17.1 | 50.3 | χ2 = 124.148 |
No change | 28.6 | 58.3 | 39.2 | p < 0.001 | |
Improve | 60.4 | 24.6 | 10.6 | φ = 0.495 |
Variable | Sleep Duration | Sleep Quality | |||||||
---|---|---|---|---|---|---|---|---|---|
Decrease | No Change | Increase | Statistic | Worsen | No Change | Improve | Statistic | ||
Body weight | Decrease | 15.4 | 44.0 | 40.7 | χ2 = 4.728 | 26.1 | 51.1 | 22.8 | χ2 = 8.753 |
No change | 24.7 | 44.6 | 30.6 | p = 0.316 | 22.2 | 63.0 | 14.8 | p = 0.068 | |
Increase | 23.9 | 41.1 | 35.0 | φ = 0.100 | 32.2 | 52.8 | 15.1 | φ = 0.135 | |
High intensity PA | Decrease | 24.5 | 41.5 | 34.0 | χ2 = 2.593 | 36.3 | 53.9 | 9.8 | χ2 = 32.096 |
No change | 20.5 | 45.5 | 34.0 | p = 0.628 | 18.4 | 63.3 | 18.4 | p < 0.001 | |
Increase | 19.3 | 40.4 | 40.4 | φ = 0.074 | 20.0 | 50.4 | 29.6 | φ = 0.259 | |
Moderate intensity PA | Decrease | 26.8 | 41.5 | 31.7 | χ2 = 4.231 | 36.5 | 54.5 | 9.0 | χ2 = 23.982 |
No change | 18.9 | 47.0 | 34.1 | p = 0.376 | 19.9 | 65.1 | 15.1 | p < 0.001 | |
Increase | 23.1 | 38.8 | 38.0 | φ = 0.097 | 24.4 | 50.4 | 25.2 | φ = 0.229 | |
Walking | Decrease | 27.5 | 35.3 | 37.3 | χ2 = 14.639 | 35.5 | 50.3 | 14.2 | χ2 = 12.133 |
No change | 17.3 | 55.6 | 27.1 | p = 0.006 | 19.5 | 64.7 | 15.8 | p = 0.016 | |
Increase | 22.4 | 38.8 | 38.8 | φ = 0.173 | 25.4 | 54.1 | 20.5 | φ = 0.157 | |
Food quantity | Decrease | 21.7 | 36.1 | 42.2 | χ2 = 12.947 | 26.1 | 56.6 | 17.2 | χ2 = 16.045 |
No change | 18.8 | 51.0 | 30.1 | p = 0.012 | 18.9 | 65.0 | 16.0 | p = 0.003 | |
Increase | 26.1 | 35.2 | 38.6 | φ = 0.161 | 35.7 | 46.4 | 17.9 | φ = 0.178 | |
Food quality | Worsen | 35.0 | 28.7 | 36.4 | χ2 = 35.985 | 40.4 | 47.3 | 12.3 | χ2 = 31.352 |
No change | 18.9 | 52.9 | 28.2 | p < 0.001 | 20.1 | 65.1 | 14.8 | p < 0.001 | |
Improve | 22.1 | 42.8 | 35.1 | φ = 0.269 | 21.7 | 51.2 | 27.1 | φ = 0.249 |
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Papazisis, Z.; Nikolaidis, P.T.; Trakada, G. Sleep, Physical Activity, and Diet of Adults during the Second Lockdown of the COVID-19 Pandemic in Greece. Int. J. Environ. Res. Public Health 2021, 18, 7292. https://doi.org/10.3390/ijerph18147292
Papazisis Z, Nikolaidis PT, Trakada G. Sleep, Physical Activity, and Diet of Adults during the Second Lockdown of the COVID-19 Pandemic in Greece. International Journal of Environmental Research and Public Health. 2021; 18(14):7292. https://doi.org/10.3390/ijerph18147292
Chicago/Turabian StylePapazisis, Zisis, Pantelis T. Nikolaidis, and Georgia Trakada. 2021. "Sleep, Physical Activity, and Diet of Adults during the Second Lockdown of the COVID-19 Pandemic in Greece" International Journal of Environmental Research and Public Health 18, no. 14: 7292. https://doi.org/10.3390/ijerph18147292
APA StylePapazisis, Z., Nikolaidis, P. T., & Trakada, G. (2021). Sleep, Physical Activity, and Diet of Adults during the Second Lockdown of the COVID-19 Pandemic in Greece. International Journal of Environmental Research and Public Health, 18(14), 7292. https://doi.org/10.3390/ijerph18147292