| Literature DB >> 34898665 |
Yessica Abigail Tronco Hernández1, Fabio Parente2, Mark A Faghy3, Clare M P Roscoe3, Frances A Maratos2.
Abstract
BACKGROUND: Lockdowns imposed during the COVID-19 pandemic have impacted the living and working habits of millions of people, with potentially important implications for their physical, mental, and social well-being.Entities:
Keywords: COVID-19; employment; health policy; mental health; pandemic; policymakers; remote workers; wellbeing
Year: 2021 PMID: 34898665 PMCID: PMC8641476 DOI: 10.2196/30708
Source DB: PubMed Journal: JMIRx Med ISSN: 2563-6316
Scoring scheme for the questionnaire items directly probing habit changes since the start of the lockdown.
| Measure | More than before | No change | Less than before |
| Overall food intake | –1 | 0 | 1 |
| Snacks | –1 | 0 | 1 |
| Treats | –1 | 0 | 1 |
| Sugar/fizzy drinks | –1 | 0 | 1 |
| Alcohol | –1 | 0 | 1 |
| Take-away food | –1 | 0 | 1 |
| Sitting | –1 | 0 | 1 |
| Smokinga | –1 | 0 | 1 |
| Smoking frequency | –1 | 0 | 1 |
| Fruits | 1 | 0 | –1 |
| Vegetables | 1 | 0 | –1 |
| Cooking/baking | 1 | 0 | –1 |
| Walking | 1 | 0 | –1 |
| Moderate exercise | 1 | 0 | –1 |
| Vigorous exercise | 1 | 0 | –1 |
| Socializing | 1 | 0 | –1 |
aSmoking initiation (“more than before”) or cessation (“less than before”) since the start of the lockdown.
Descriptive statistics for the assessed measures of physical activity (IPAQ METs), sitting time (hours per average day), mental health (K6), work productivity (IAPT), and well-being change (WCI).
| Measure | Range (IQR) | Mean (SE) | 95% CI |
| IAPTa | 1 to 39 (11) | 21.61 (0.511) | 20.60 to 22.62 |
| K6b | 0 to 24 (7) | 6.94 (0.361) | 6.23 to 7.65 |
| WCIc | –10 to 12 (7) | –0.28 (0.310) | –0.89 to 0.33 |
| Vigorous METsd | 0 to 5040 (1440) | 827.17 (75.95) | 677.31 to 977.04 |
| Moderate METs | 0 to 3840 (360) | 286.80 (39.90) | 208.08 to 365.53 |
| Walking METs | 0 to 3465 (610.50) | 645.87 (44.19) | 558.68 to 733.06 |
| Total METs | 0 to 6993 (2033.88) | 1759.85 (104.41) | 1553.83 to 1965.86 |
| Sitting time | 2 to 18.0 (3.0) | 8.81 (0.238) | 8.34 to 9.28 |
aIAPT: Brief Instrument to Assess Workers’ Productivity During a Working Day.
bK6: Kessler-6 Distress Scale.
cWCI: well-being change index.
dMETs: metabolic equivalents.
Figure 1Respondents’ reported changes in dietary habits, physical activity, socialization, and general well-being as a function of lockdown during the COVID-19 pandemic (metrics were computed by following the scheme in Table 1). Bars indicate the percentages of respondents reporting a decrease (top bar in each cluster), increase (bottom bar), or no change (middle bar).
Results of both rounds of Kendall τb correlations between productivity (IAPT), mental health (K6), IAPT METs, sitting time, resources for physical activity, and general coping activities. News intake (minutes per average day) and total time spent socializing (within and outside the household) did not produce any significant correlations (at P<.005) and were therefore excluded from the table. Italic text indicates significance at α=.005.
| Measure | IAPTa | K6b | WCIc | Vigorous METsd | Moderate METs | Walking METs | Total METs | Sitting time | Exercise resources | Coping activities | |
|
| |||||||||||
|
|
| 1 | – |
| 0.038 | 0.073 | 0.108 | 0.090 | –0.107 | 0.010 | –0.074 |
|
| — |
|
|
| .10 | .02 | .04 | .02 | .43 | .09 | |
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|
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| – | 1 | – | –0.081 | –0.108 | –0.102 | –0.121 |
| 0.050 | 0.089 |
|
|
| — | .003 | .07 | .03 | .03 | .009 |
| .19 | .054 | |
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|
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| – | 1 | 0.143 | 0.001 | 0.105 | 0.133 | –0.097 | 0.112 | 0.028 |
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|
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| — | .005 | .50 | .02 | .005 | .04 | .03 | .31 | |
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|
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| 0.038 | –0.081 | 0.143 | 1 |
| 0.057 |
| – |
| 0.036 |
|
| .24 | .07 | .005 | — |
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|
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| 0.07 | –0.108 | 0.001 |
| 1 | 0.027 |
| – | 0.157 | 0.060 |
|
| .10 | .03 | .50 |
| — |
|
|
| .005 | .15 | |
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|
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| 0.108 | –0.102 | 0.001 | 0.105 | 0.027 | 1 |
| –0.134 | –0.018 | –.007 |
|
| .019 | .025 | .496 | .023 | .312 | — |
| .006 | .378 | .448 | |
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|
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| 0.090 | –0.121 | 0.133 |
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| 1 | – |
| 0.008 |
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| .04 | .009 | .005 |
|
|
| — |
|
| .44 | |
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|
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| –0.107 |
| –0.097 | – | – | –0.134 | – | 1 | –0.139 | –0.070 |
|
| .02 |
| .04 |
|
| .006 |
| — | .008 | .11 | |
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| 0.010 | 0.050 | 0.112 |
| 0.157 | –0.018 |
| –0.139 | 1 |
|
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| .43 | .19 | .03 |
| .005 | .38 |
| .008 | — |
| |
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| –0.074 | 0.089 | 0.028 | 0.036 | 0.060 | –0.007 | 0.008 | –0.070 |
| 1 |
|
| .09 | .05 | .31 | .26 | .15 | .45 | .44 | .11 |
| — | |
aIAPT: Brief Instrument to Assess Workers’ Productivity During a Working Day.
bK6: Kessler-6 Distress Scale.
cWCI: well-being change index.
dMETs: metabolic equivalents.
eP<.001.
fP<.005.
Physical activity (IPAQ METs and sitting time), mental well-being (K6), well-being change (WCI), and productivity (IAPT) measures compared between respondents with or without a mental health diagnosis.
| Measure | Pre-existing diagnosis |
|
| |||||||
|
| Yes (mean rank) | No (mean rank) |
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| |||||
| IAPTa | 78.97 | 95.62 | 2518.50 | –1.84 | .07 | |||||
| K6b | 116.10 | 83.42 | 1975.50 | –3.62 | <.001c | |||||
| WCId | 84.03 | 93.95 | 2746.50 | –1.10 | .27 | |||||
| Vigorous METse | 71.27 | 98.15 | 2172.00 | –3.07 | .002f | |||||
| Moderate METs | 87.52 | 92.81 | 2903.50 | –0.63 | .53 | |||||
| Walking METs | 95.60 | 90.15 | 2898.00 | –0.60 | .55 | |||||
| Total METs | 82.99 | 94.30 | 2699.50 | –1.24 | .21 | |||||
| Sitting Time | 111.49 | 84.22 | 2138.00 | –3.05 | .002f | |||||
aIAPT: Brief Instrument to Assess Workers’ Productivity During a Working Day.
bK6: Kessler-6 Distress Scale.
cP<.001.
dWCI: well-being change index.
eMETs: metabolic equivalents.
fP<.005.
Respondents who reported engaging in different coping activities to maintain their psychophysical well-being (N=184).
| Activity | Value, n (%) |
| Yoga | 59 (32.1) |
| Meditation | 30 (16.3) |
| Prayer/spiritual practices | 12 (6.5) |
| Counselling/therapy | 12 (6.5) |
| Reading | 113 (61.4) |
| Watching TV | 142 (77.1) |
| Playing video games | 44 (23.9) |
| Keeping a diary | 14 (7.6) |
| Other | 62 (33.6) |
Physical activity, mental well-being, and productivity measures of respondents with and without children under 18 years of age.
| Measure | Children aged <18 years in household, mean rank |
|
| ||
|
| Yes | No |
|
|
|
| IAPTa | 95.26 | 90.23 | 2955.00 | –0.561 | .57 |
| K6b | 84.48 | 93.88 | 2805.00 | –1.04 | .29 |
| WCIc | 92.13 | 91.29 | 3099.00 | –0.094 | .92 |
| Socialization (in) | 102.44 | 82.36 | 2042.50 | –2.23 | .02 |
| Socialization (out) | 88.48 | 90.51 | 2946.50 | –0.23 | .81 |
| News intake | 79.47 | 92.70 | 2471.00 | –1.48 | .13 |
| Coping activities | 64.64 | 100.58 | 1892.50 | –4.07 | <.001d |
| Vigorous METse | 80.79 | 95.12 | 2635.50 | –1.65 | .09 |
| Moderate METs | 87.61 | 92.82 | 2949.00 | –0.63 | .52 |
| Walking METs | 92.58 | 91.14 | 3078.50 | –0.16 | .87 |
| Total METs | 79.87 | 95.46 | 2589.00 | –1.74 | .08 |
| Sitting time | 64.10 | 100.17 | 1867.50 | –4.06 | <.001d |
aIAPT: Brief Instrument to Assess Workers’ Productivity During a Working Day.
bK6: Kessler-6 Distress Scale.
cWCI: well-being change index.
dP<.001.
eMETs: metabolic equivalents.