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Gepubliceerd in:

26-10-2021

Changes in physical activity associated with the COVID-19 pandemic in individuals with overweight and obesity: an interrupted time series analysis with historical controls

Auteurs: Michael C. Robertson, Che Young Lee, Ivan Haw-Chong Wu, Yue Liao, Margaret Raber, Nathan Parker, Thuan Le, Leticia Gatus, Karen M. Basen-Engquist

Gepubliceerd in: Journal of Behavioral Medicine | Uitgave 2/2022

Abstract

The objective of this study was to investigate changes in physical activity patterns associated with the COVID-19 pandemic in individuals with overweight and obesity who were participating in a school district worksite weight loss program. We conducted comparative design interrupted time series analyses on physical activity device (Fitbit) data from the 2018–2019 and 2019–2020 school years (N = 211). We administered a questionnaire in 2020 to supplement device data. After the stay-at-home orders in 2020, participants tended to decrease their weekly step count (B = −1315.7, SE = 627.7, p = .045), decrease their weekly “Lightly active minutes” (B = −39.1, SE = 12.6, p = .007), and increase their weekly “Very active minutes” compared to their counterparts from the year before (B = 7.6, SE = 3.2, p = .020). Decreased motivation, gym closures, and safety concerns were cited as barriers to physical activity. Having more time and health consciousness were cited as facilitators of physical activity. The COVID-19 pandemic was related to changes in physical activity in both positive and negative ways, revealing opportunities to promote healthy lifestyle behaviors in this population. More research is needed to determine optimal approaches to health promotion in the post-COVID-19 era.

vorige artikel Psychosocial profiles and longitudinal achievement of optimal cardiovascular risk factor levels: the Coronary Artery Risk Development in Young Adults (CARDIA) study

volgende artikel U.S. Vietnamese parents’ HPV vaccine decision-making for their adolescents: an exploration of practice-, provider-, and patient-level influences

Allison, P. D. (2001). Missing data. Sage publications.

Bernal, J. L., Cummins, S., & Gasparrini, A. (2017). Interrupted time series regression for the evaluation of public health interventions: A tutorial. International Journal of Epidemiology, 46(1), 348–355. https://doi.org/10.1093/ije/dyw098CrossRefPubMed

Bhutani, S., & Cooper, J. A. (2020). COVID-19-Related Home Confinement in Adults: Weight Gain Risks and Opportunities. Obesity (silver Spring, Md.), 28(9), 1576–1577.CrossRef

Block, J. P., He, Y., Zaslavsky, A. M., Ding, L., & Ayanian, J. Z. (2009). Psychosocial stress and change in weight among US adults. American Journal of Epidemiology, 170(2), 181–192. https://doi.org/10.1093/aje/kwp104CrossRefPubMedPubMedCentral

Brewer, W., Swanson, B. T., & Ortiz, A. (2017). Validity of Fitbit’s active minutes as compared with a research-grade accelerometer and self-reported measures. BMJ Open Sport & Exercise Medicine, 3(1), e000254.CrossRef

Bureau, U. C. (n.d.). Working From Home During the Pandemic. The United States Census Bureau. Retrieved June 18, 2021, from https://www.census.gov/library/stories/2021/03/working-from-home-during-the-pandemic.html

Cardel, M. I., Manasse, S., Krukowski, R. A., Ross, K., Shakour, R., Miller, D. R., Lemas, D. J., & Hong, Y.-R. (2020). COVID-19 impacts mental health outcomes and ability/desire to participate in research among current research participants. Obesity, 28(12), 2272–2281.CrossRef

Carriedo, A., Cecchini, J. A., Fernandez-Rio, J., & Méndez-Giménez, A. (2020). COVID-19, psychological well-being and physical activity levels in older adults during the nationwide lockdown in Spain. The American Journal of Geriatric Psychiatry, 28(11), 1146–1155. https://doi.org/10.1016/j.jagp.2020.08.007CrossRefPubMedPubMedCentral

Cheval, B., Sivaramakrishnan, H., Maltagliati, S., Fessler, L., Forestier, C., Sarrazin, P., Orsholits, D., Chalabaev, A., Sander, D., & Ntoumanis, N. (2020). Relationships between changes in self-reported physical activity, sedentary behaviour and health during the coronavirus (COVID-19) pandemic in France and Switzerland. Journal of Sports Sciences, 1–6.

Choi, L., Liu, Z., Matthews, C. E., & Buchowski, M. S. (2011). Validation of accelerometer wear and nonwear time classification algorithm. Medicine and Science in Sports and Exercise, 43(2), 357–364. https://doi.org/10.1249/MSS.0b013e3181ed61a3CrossRefPubMedPubMedCentral

Chu, A. H., Ng, S. H., Paknezhad, M., Gauterin, A., Koh, D., Brown, M. S., & Müller-Riemenschneider, F. (2017). Comparison of wrist-worn Fitbit Flex and waist-worn ActiGraph for measuring steps in free-living adults. PLoS ONE, 12(2), e0172535.CrossRef

Church, T. S., Thomas, D. M., Tudor-Locke, C., Katzmarzyk, P. T., Earnest, C. P., Rodarte, R. Q., Martin, C. K., Blair, S. N., & Bouchard, C. (2011). Trends over 5 decades in U.S. occupation-related physical activity and their associations with obesity. PLoS ONE, 6(5), e19657.CrossRef

Colley, R., Gorber, S. C., & Tremblay, M. S. (2010). Quality control and data reduction procedures for accelerometry-derived measures of physical activity. Health Reports, 21(1), 63.PubMed

Di Sebastiano, K. M., Chulak-Bozzer, T., Vanderloo, L. M., & Faulkner, G. (2020). Don’t walk so close to me: Physical distancing and adult physical activity in Canada. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2020.01895CrossRefPubMedPubMedCentral

Du, Y., Liu, B., Sun, Y., Snetselaar, L. G., Wallace, R. B., & Bao, W. (2019). Trends in adherence to the physical activity guidelines for Americans for aerobic activity and time spent on sedentary behavior among US adults, 2007 to 2016. JAMA Network Open, 2(7), e197597–e197597.CrossRef

Duncan, G. E., Avery, A. R., Seto, E., & Tsang, S. (2020). Perceived change in physical activity levels and mental health during COVID-19: Findings among adult twin pairs. PLoS ONE, 15(8), e0237695. https://doi.org/10.1371/journal.pone.0237695CrossRefPubMedPubMedCentral

Dunstan, D. W., Howard, B., Healy, G. N., & Owen, N. (2012). Too much sitting – A health hazard. Diabetes Research and Clinical Practice, 97(3), 368–376. https://doi.org/10.1016/j.diabres.2012.05.020CrossRefPubMed

Dunton, G. F., Wang, S. D., Do, B., & Courtney, J. (2020). Early effects of the COVID-19 pandemic on physical activity locations and behaviors in adults living in the United States. Preventive Medicine Reports, 20, 101241. https://doi.org/10.1016/j.pmedr.2020.101241CrossRefPubMedPubMedCentral

Flanagan, E. W., Beyl, R. A., Fearnbach, S. N., Altazan, A. D., Martin, C. K., & Redman, L. M. (2020). The impact of COVID-19 stay-at-home orders on health behaviors in adults. Obesity (silver Spring, Md.). https://doi.org/10.1002/oby.23066CrossRef

Gostin, L. O., & Wiley, L. F. (2020). Governmental public health powers during the COVID-19 pandemic: Stay-at-home orders, business closures, and travel restrictions. The Journal of the American Medical Association, 323(21), 2137–2138.CrossRef

Hall, G., Laddu, D. R., Phillips, S. A., Lavie, C. J., & Arena, R. (2020). A tale of two pandemics: How will COVID-19 and global trends in physical inactivity and sedentary behavior affect one another? Progress in Cardiovascular Diseases.

Hamilton, M. T., Hamilton, D. G., & Zderic, T. W. (2007). Role of low energy expenditure and sitting in obesity, metabolic syndrome, Type 2 diabetes, and cardiovascular disease. Diabetes, 56(11), 2655–2667. https://doi.org/10.2337/db07-0882CrossRefPubMed

Jiménez-Pavón, D., Carbonell-Baeza, A., & Lavie, C. J. (2020). Physical exercise as therapy to fight against the mental and physical consequences of COVID-19 quarantine: Special focus in older people. Progress in Cardiovascular Diseases, 63(3), 386–388. https://doi.org/10.1016/j.pcad.2020.03.009CrossRefPubMedPubMedCentral

Kaushal, N., Keith, N., Aguiñaga, S., & Hagger, M. S. (2020). Social cognition and socioecological predictors of home-based physical activity intentions, planning, and habits during the COVID-19 pandemic. Behavioral Sciences, 10(9), 133. https://doi.org/10.3390/bs10090133CrossRefPubMedCentral

King, G. A., Fitzhugh, E. C., Jr., & D. B., McLaughlin, J. E., Strath, S. J., Swartz, A. M., & Thompson, D. L. (2001). Relationship of leisure-time physical activity and occupational activity to the prevalence of obesity. International Journal of Obesity, 25(5), 606.CrossRef

Knell, G., Robertson, M. C., Dooley, E. E., Burford, K., & Mendez, K. S. (2020). Health behavior changes during COVID-19 pandemic and subsequent “Stay-at-Home” orders. International Journal of Environmental Research and Public Health, 17(17), 6268. https://doi.org/10.3390/ijerph17176268CrossRefPubMedCentral

Lambrinou, C.-P., Androutsos, O., Karaglani, E., Cardon, G., Huys, N., Wikström, K., Kivelä, J., Ko, W., Karuranga, E., Tsochev, K., Iotova, V., Dimova, R., De Miguel-Etayo, P., González-Gil, M., & E., Tamás, H., JANCSÓ, Z., Liatis, S., Makrilakis, K., & Manios, Y. (2020). Effective strategies for childhood obesity prevention via school based, family involved interventions: A critical review for the development of the Feel4Diabetes-study school based component. BMC Endocrine Disorders, 20(Suppl 2), 52. https://doi.org/10.1186/s12902-020-0526-5CrossRefPubMedPubMedCentral

López-Bueno, R., Calatayud, J., Ezzatvar, Y., Casajús, J. A., Smith, L., Andersen, L. L., & Lopez-Sanchez, G. F. (2020). Association between current physical activity and current perceived anxiety and mood in the initial phase of COVID-19 confinement. Frontiers in Psychiatry, 11.

Luzi, L., & Radaelli, M. G. (2020). Influenza and obesity: Its odd relationship and the lessons for COVID-19 pandemic. Acta Diabetologica. https://doi.org/10.1007/s00592-020-01522-8CrossRefPubMedPubMedCentral

McKinney, J., Lithwick, D. J., Morrison, B. N., Nazzari, H., Isserow, S. H., Heilbron, B., & Krahn, A. D. (2016). The health benefits of physical activity and cardiorespiratory fitness. British Columbia Medical Journal, 58(3), 131–137.

Meyer, J., McDowell, C., Lansing, J., Brower, C., Smith, L., Tully, M., & Herring, M. (2020). Changes in physical activity and sedentary behaviour due to the COVID-19 outbreak and associations with mental health in 3,052 US adults. https://doi.org/10.33774/coe-2020-h0b8g

Ong, J. L., Lau, T., Massar, S. A. A., Chong, Z. T., Ng, B. K. L., Koek, D., Zhao, W., Yeo, B. T. T., Cheong, K., & Chee, M. W. L. (2020). COVID-19-related mobility reduction: Heterogenous effects on sleep and physical activity rhythms. Sleep. https://doi.org/10.1093/sleep/zsaa179CrossRefPubMedPubMedCentral

Owen, N., Healy, G. N., Matthews, C. E., & Dunstan, D. W. (2010). Too much sitting: The population-health science of sedentary behavior. Exercise and Sport Sciences Reviews, 38(3), 105–113. https://doi.org/10.1097/JES.0b013e3181e373a2CrossRefPubMedPubMedCentral

Pellegrini, M., Ponzo, V., Rosato, R., Scumaci, E., Goitre, I., Benso, A., Belcastro, S., Crespi, C., De Michieli, F., Ghigo, E., Broglio, F., & Bo, S. (2020). Changes in weight and nutritional habits in adults with obesity during the “Lockdown” period caused by the COVID-19 virus emergency. Nutrients. https://doi.org/10.3390/nu12072016CrossRefPubMedPubMedCentral

Pu, B., Zhang, L., Tang, Z., & Qiu, Y. (2020). The relationship between health consciousness and home-based exercise in China during the COVID-19 pandemic. International Journal of Environmental Research and Public Health, 17(16), 5693. https://doi.org/10.3390/ijerph17165693CrossRefPubMedCentral

Rhodes, R. E., Liu, S., Lithopoulos, A., Zhang, C.-Q., & Garcia-Barrera, M. A. (2020). Correlates of perceived physical activity transitions during the COVID-19 pandemic among canadian adults. Applied Psychology: Health and Well-Being, 12(4), 1157–1182.

Rubin, D. B. (1996). Multiple imputation after 18+ years. Journal of the American Statistical Association, 91(434), 473–489.CrossRef

Sallis, R., Young, D. R., Tartof, S. Y., Sallis, J. F., Sall, J., Li, Q., Smith, G. N., & Cohen, D. A. (2021). Physical inactivity is associated with a higher risk for severe COVID-19 outcomes: A study in 48 440 adult patients. British Journal of Sports Medicine.

Schoeller, D. A. (2014). The effect of holiday weight gain on body weight. Physiology & Behavior, 134, 66–69. https://doi.org/10.1016/j.physbeh.2014.03.018CrossRef

Schuch, F. B., Bulzing, R. A., Meyer, J., Vancampfort, D., Firth, J., Stubbs, B., Grabovac, I., Willeit, P., Tavares, V. D. O., Calegaro, V. C., Deenik, J., López-Sánchez, G. F., Veronese, N., Caperchione, C. M., Sadarangani, K. P., Abufaraj, M., Tully, M. A., & Smith, L. (2020). Associations of moderate to vigorous physical activity and sedentary behavior with depressive and anxiety symptoms in self-isolating people during the COVID-19 pandemic: A cross-sectional survey in Brazil. Psychiatry Research, 292, 113339. https://doi.org/10.1016/j.psychres.2020.113339CrossRefPubMedPubMedCentral

Schultz, N. S., Chui, K. K., Economos, C. D., Lichtenstein, A. H., Volpe, S. L., & Sacheck, J. M. (2020). Impact of physical activity, diet quality and stress on cardiometabolic health in school employees. Preventive Medicine Reports, 20, 101243.CrossRef

Shadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and quasi-experimental designs for generalized causal inference/William R. Shedish, Thomas D. Cook, Donald T. Campbell. Boston: Houghton Mifflin,.

Texas Department of State Health Services. (2021). Texas Executive Orders & Public Health Disaster Declarations. Coronovirus Disease 2019. https://www.dshs.texas.gov/coronavirus/execorders.aspx

Tudor-Locke, C., Barreira, T. V., & Jr, J. M. S. (2015). Comparison of step outputs for waist and wrist accelerometer attachment sites. Medicine and Science in Sports and Exercise, 47(4), 839–842. https://doi.org/10.1249/MSS.0000000000000476

US Department of Health and Human Services. (2018). Physical Activity Guidelines for Americans. 2nd ed. Washington, DC.

Warburton, D. E., Nicol, C. W., & Bredin, S. S. (2006). Health benefits of physical activity: The evidence. CMAJ, 174(6), 801–809.CrossRef

Titel: Changes in physical activity associated with the COVID-19 pandemic in individuals with overweight and obesity: an interrupted time series analysis with historical controls
Auteurs: Michael C. Robertson
Che Young Lee
Ivan Haw-Chong Wu
Yue Liao
Margaret Raber
Nathan Parker
Thuan Le
Leticia Gatus
Karen M. Basen-Engquist
Publicatiedatum: 26-10-2021
Uitgeverij: Springer US
Gepubliceerd in: Journal of Behavioral Medicine / Uitgave 2/2022
Print ISSN: 0160-7715
Elektronisch ISSN: 1573-3521
DOI: https://doi.org/10.1007/s10865-021-00261-7

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