COVID-19;
daily rhythms;
mobile health;
mixed effects models;
GENDER-DIFFERENCES;
MOBILITY;
D O I:
10.1093/jamia/ocad140
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Objective The COVID-19 pandemic has significantly impacted daily activity rhythms and life routines with people adjusting to new work schedules, exercise routines, and other everyday life activities. This study examines temporal changes in daily activity rhythms and routines during the COVID-19 pandemic, emphasizing disproportionate changes among working adult subgroups. Materials and Methods In June 2021, we conducted a year-long study to collect high-resolution fitness tracker data and questionnaire responses from 128 working adults. Questionnaire data were analyzed to explore changes in exercise and work routines during the pandemic. We build temporal distributions of daily step counts to quantify their daily movement rhythms, then measure their consistency over time using the inverse of the Earth mover's distance. Linear mixed-effects models were employed to compare movement rhythm variability among subpopulations. Results During the pandemic, our cohort exhibited a shift in exercise routines, with a decrease in nonwalking physical exercises, while walking remained unchanged. Migrants and those living alone had less consistent daily movement rhythms compared to others. Those preferring on-site work maintained more consistent daily movement rhythms. Men and migrants returned to work more quickly after pandemic restriction measures were eased. Discussion Our findings quantitatively show the pandemic's unequal impact on different subpopulations. This study opens new research avenues to explore why certain groups return to on-site work, exercise levels, or daily movement rhythms more slowly compared to prepandemic times. Conclusions Considering the pandemic's unequal impact on subpopulations, organizations and policymakers should address diverse needs and offer tailored support during future crises.
机构:
Stellenbosch Univ, Div Surg, Fac Med & Hlth Sci, Stellenbosch, South Africa
Tygerberg Acad Hosp, Cape Town, South Africa
Netcare Christiaan Barnard Mem Hosp, Renal Transplant Ctr, Cape Town, South AfricaStellenbosch Univ, Div Surg, Fac Med & Hlth Sci, Stellenbosch, South Africa
Steyn, E.
Al-Benna, S.
论文数: 0引用数: 0
h-index: 0
机构:
Tygerberg Acad Hosp, Cape Town, South Africa
Stellenbosch Univ, Fac Med & Hlth Sci, Div Plast & Reconstruct Surg, Stellenbosch, South AfricaStellenbosch Univ, Div Surg, Fac Med & Hlth Sci, Stellenbosch, South Africa
机构:
Cardinal Stefan Wyszynski Univ, Chair Informat Law, Fac Law & Adm, Ul Woycickiego 1-3,Bud 17, PL-01938 Warsaw, PolandCardinal Stefan Wyszynski Univ, Chair Informat Law, Fac Law & Adm, Ul Woycickiego 1-3,Bud 17, PL-01938 Warsaw, Poland