Abstract
Routine activities of daily living are known to effect overall wellbeing, cardiovascular health, and quality of life. A decrease in daily activity level is recognized as a contributing factor to increasing rates of obesity and a decline in overall health. This study sought to evaluate the effect of disease mitigation strategies on activity level by evaluating changes in recorded cardiac parameters as measured by implantable cardiac devices for a period of time prior to and following implementation of COVID-19 mitigation efforts in Arizona. A retrospective cohort study of cardiac device data from January 1, 2019–December 31, 2020 was performed. Linear mixed-effects models with restricted maximum likelihood estimation were utilized to test for the fixed effects of Year, day, and the interaction between them. A significant decrease in daily activity minutes, daytime heart rates, and heart rate variability coincident with the initiation of disease mitigation strategies was observed. An increase in nighttime heart rates also coincided with initiation of disease mitigation strategies. These effects were noted to persist through the end of the study period. Implementation of statewide disease mitigation strategies resulted in both immediate and intermediate-term effects on activity levels, day and nighttime heart rates trends, and heart rate variability in patients with implanted cardiac devices. These data may serve useful in counseling patients regarding the importance of activity, movement, and exercise to routine health and encourage a return to pre-pandemic levels of activity.
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References
Brooks N (2017) Health and exercise in the community. In: Bonner A (ed) Social determinants of health: an interdisciplinary approach to social inequality and wellbeing. Bristol University Press, Bristol, pp 87–102
Morris CJ, Purvis TE, Hu K, Scheer FA (2016) Circadian misalignment increases cardiovascular disease risk factors in humans. Proc Natl Acad Sci 113(10):E1402–E1411. https://doi.org/10.1073/pnas.1516953113
Bertisch SM, Pollock BD, Mittleman MA, Buysse DJ, Bazzano LA, Gottlieb DJ, Redline S (2018) Insomnia with objective short sleep duration and risk of incident cardiovascular disease and all-cause mortality: sleep heart health study. Sleep 41(6):1–9. https://doi.org/10.1093/sleep/zsy047
Castañeda-Babarro A, Arbillaga-Etxarri A, Gutiérrez-Santamaría B, Coca A (2020) Physical activity change during COVID-19 confinement. Int J Environ Res Public Health 17(18):6878. https://doi.org/10.3390/ijerph17186878
Bourdas DI, Zacharakis ED (2020) Impact of COVID-19 lockdown on physical activity in a sample of Greek adults. Sports (Basel) 8(10):139. https://doi.org/10.3390/sports8100139
Constandt B, Thibaut E, De Bosscher V, Scheerder J, Ricour M, Willem A (2020) Exercising in times of lockdown: an analysis of the impact of COVID-19 on levels and patterns of exercise among adults in Belgium. Int J Environ Res Public Health 17(11):4144. https://doi.org/10.3390/ijerph17114144
Gallè F, Sabella EA, Ferracuti S, De Giglio O, Caggiano G, Protano C, Valeriani F, Parisi EA, Valerio G, Liguori G, Montagna MT, Romano Spica V, Da Molin G, Orsi GB, Napoli C (2020) Sedentary behaviors and physical activity of Italian undergraduate students during lockdown at the time of CoViD-19 pandemic. Int J Environ Res Public Health 17(17):6171. https://doi.org/10.3390/ijerph17176171
Tornaghi M, Lovecchio N, Vandoni M, Chirico A, Codella R (2020) Physical activity levels across COVID-19 outbreak in youngsters of Northwestern Lombardy. J Sports Med Phys Fitness. https://doi.org/10.23736/S0022-4707.20.11600-1
Hemphill NM, Kuan MTY, Harris KC (2020) Reduced physical activity during COVID-19 pandemic in children with congenital heart disease. Can J Cardiol 36(7):1130–1134. https://doi.org/10.1016/j.cjca.2020.04.038
Mazzella AJ, Gehi AK, Lampert R, Buck S, Rosman L (2021) Effects of COVID-19 pandemic on physical activity in children and young adults with implanted devices. Heart Rhythm. https://doi.org/10.1016/j.hrthm.2021.09.037
R Core Team (2019) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. https://www.R-project.org/
RStudio Team (2020) RStudio: Integrated Development for R. RStudio, PBC, Boston http://www.rstudio.com/.
Pinheiro J, Bates D, DebRoy S, Sarkar D, R Core Team (2021) nlme: Linear and Nonlinear Mixed Effects Models. R package version 3.1–152, https://CRAN.R-project.org/package=nlme
Kuznetsova A, Brockhoff PB, Christensen RHB (2017) lmerTest package: tests in linear mixed effects models. J Stat Softw 82(13):1–26. https://doi.org/10.18637/jss.v082.i13
Lenth RV (2022). emmeans: estimated marginal means, aka least-squares means. R package version 1.7.5. https://CRAN.R-project.org/package=emmeans
Wickham H (2016) ggplot2: elegant graphics for data analysis. Springer, New York
Wickham H, François R, Henry L, Müller K (2021). dplyr: a grammar of data manipulation. R package version 1.0.6. https://CRAN.R-project.org/package=dplyr
Wagner AL, Keusch F, Yan T, Clarke PJ (2019) The impact of weather on summer and winter exercise behaviors. J Sport Health Sci 8(1):39–45. https://doi.org/10.1016/j.jshs.2016.07.007
Lanza K, Gohlke J, Wang S, Sheffield PE, Wilhelmi O (2022) Climate change and physical activity: ambient temperature and urban trail use in texas. Int J Biometeorol 66(8):1575–1588. https://doi.org/10.1007/s00484-022-02302-5
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TH conceptualized and designed the study, collected data, drafted the initial manuscript, and critically reviewed and revised the manuscript. BS designed the data collection instruments, carried out the initial analyses, and critically reviewed and revised the manuscript. AP conceptualized and designed the study, coordinated and supervised data collection, and critically reviewed and revised the manuscript for important intellectual content. All authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work.
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Hamilton, T.R., Sussman, B.L. & Papez, A.L. Immediate and Intermediate-Term Effects of Disease Mitigation Measures on Activity Levels as Measured by Implantable Cardiac Devices. Pediatr Cardiol 45, 48–54 (2024). https://doi.org/10.1007/s00246-023-03307-6
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DOI: https://doi.org/10.1007/s00246-023-03307-6