| Literature DB >> 33234875 |
Yijing Xiao1, Burcin Becerik-Gerber, Gale Lucas, Shawn C Roll.
Abstract
OBJECTIVE: To understand impacts of social, behavioral and physical factors on well-being of office workstation users during COVID-19 work from home (WFH).Entities:
Mesh:
Year: 2021 PMID: 33234875 PMCID: PMC7934324 DOI: 10.1097/JOM.0000000000002097
Source DB: PubMed Journal: J Occup Environ Med ISSN: 1076-2752 Impact factor: 2.306
Average (SD) and Frequency (%) Across Responses to Each Individual Variable Within Lifestyle and Home Environment, Occupational Environment, and Home Office Environment
| Number of Responses | Mean (SD) or Frequency (%) | |
| Lifestyle and home environment | ||
| Overall physical activity (eg, standing, step count), [1–5] | 883 | 2.35 (1.37) |
| Physical exercise (eg, classes, walking, running, biking), [1–5] | 884 | 2.55 (1.41) |
| Overall food intake, [1–5] | 885 | 3.24 (0.90) |
| “Healthy” food intake, [1–5] | 884 | 3.07 (0.94) |
| “Junk” food intake, [1–5] | 885 | 3.05 (1.11) |
| At least 1 independent adult lives with me, Yes | 969 | 816 (84.2%) |
| At least 1 dependent adult lives with me, Yes | 701 | 65 (9.3%) |
| At least 1 teenager lives with me, Yes | 722 | 136 (18.8%) |
| At least 1 school age child lives with me, Yes | 735 | 158 (21.5%) |
| At least 1 toddler lives with me, Yes | 704 | 110 (15.6%) |
| At least 1 infant lives with me, Yes | 673 | 63 (9.4%) |
| At least 1 pet lives with me, Yes | 812 | 408 (50.2%) |
| Occupational environment | ||
| Distractions while working, [1–5] | 883 | 3.35 (1.33) |
| Workload expectations or requirements, [1–5] | 884 | 3.25 (1.03) |
| Communication with coworkers, [1–5] | 883 | 2.66 (1.31) |
| Difference in workstation use compared to before working from home, hours | 962 | 1.46 (3.00) |
| Adjusted work hours or routine, Yes | 983 | 722 (73.4%) |
| Accommodate work schedule around others, Yes | 983 | 368 (37.4%) |
| Work schedule is the same as before, Yes | 983 | 198 (20.1%) |
| Other people are present in the same workspace while working, Yes | 939 | 447 (47.6%) |
| Home office environment | ||
| Satisfaction with visual environment, [1–5] | 988 | 3.93 (0.83) |
| Satisfaction with thermal environment, [1–5] | 983 | 4.00 (1.07) |
| Satisfaction with air quality, [1–5] | 985 | 4.14 (0.84) |
| Satisfaction with noise, [1–5] | 980 | 3.48 (1.22) |
| I have a dedicated room for work activities, Yes | 960 | 317 (33.0%) |
| I have a dedicated space in a room with other uses, Yes | 960 | 483 (50.3%) |
| I work in a variety of places, rooms, or locations around my home, Yes | 960 | 160 (16.7%) |
| I have a good workstation set-up, Yes | 975 | 281 (28.8%) |
| I know how to adjust my workstation, Yes | 975 | 295 (30.3%) |
| I have consulted a professional to make adjustments to my workstation, Yes | 975 | 23 (2.4%) |
| I know how my workstation affects my health, well-being or productivity, Yes | 975 | 111 (11.4%) |
Rating of 3 on all [1–5] scales indicate levels the same as before working from home or neutral satisfaction.
Correlations Among Individual Lifestyle, Occupational Environment, Environmental Satisfaction, and Physical and Mental Well-Being
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
| 1 Overall physical activity | — | |||||||||||||
| 2 Physical exercise | — | |||||||||||||
| 3 Overall food intake | −0.14∗∗ | −0.08∗ | — | |||||||||||
| 4 “Healthy” food intake | 0.19∗∗ | 0.24∗∗ | −0.19∗∗ | — | ||||||||||
| 5 “Junk” food intake | −0.20∗∗ | −0.20∗∗ | − | — | ||||||||||
| 6 Distractions while working | −0.17∗∗ | −0.15∗∗ | 0.19∗∗ | −0.12∗∗ | 0.25∗∗ | — | ||||||||
| 7 Workload expectations | −0.05 | −0.09∗∗ | 0.05 | −0.01 | 0.07∗ | −0.01 | — | |||||||
| 8 Communication with coworkers | 0.23∗∗ | −0.08∗ | 0.09∗∗ | −0.09∗∗ | −0.17∗∗ | 0.21∗∗ | — | |||||||
| 9 Visual environment | 0.05 | 0.03 | −0.06 | 0.08∗ | −0.10∗∗ | −0.09∗∗ | 0.01 | 0.03 | — | |||||
| 10 Thermal environment | 0.08∗ | 0.05 | −0.02 | 0.03 | −0.05 | −0.12∗∗ | −0.01 | 0.04 | — | |||||
| 11 Air quality | 0.08∗ | 0.08∗ | −0.06 | 0.05 | −0.06 | −0.07∗ | −0.03 | 0.02 | — | |||||
| 12 Noise | 0.08∗ | 0.06 | −0.07∗ | 0.08∗ | −0.08∗ | −0.22∗∗ | −0.07∗ | 0.06 | — | |||||
| 13 Physical well-being | −0.21∗∗ | − | −0.17∗∗ | −0.05 | 0.22∗∗ | 0.07∗ | 0.05 | 0.07∗ | 0.07∗ | — | ||||
| 14 Mental well-being | −0.17∗∗ | 0.21∗∗ | −0.28∗∗ | − | −0.04 | 0.27∗∗ | 0.14∗∗ | 0.15∗∗ | 0.12∗∗ | 0.20∗∗ | — |
Bold indicates values that have meaningful interpretation as weak, moderate, or strong correlations.
P < 0.01.
P < 0.05
Relationship of Demographic Variables to Physical and Mental Well-Being Status
| Physical Well-Being | Mental Well-Being | |||
| SE | SE | |||
| Age | 0.01 | 0.00 | 0.00 | 0.01 |
| Gender | −0.02 | 0.10 | −0.02 | 0.11 |
| Architecture and engineering | 0.14 | 0.12 | 0.23 | 0.13 |
| Education and Arts | −0.08 | 0.11 | −0.07 | 0.12 |
| Computers and mathematics | 0.09 | 0.17 | 0.14 | 0.18 |
| Healthcare and social services | 0.13 | 0.14 | 0.04 | 0.15 |
| Service and physical occupations | −0.22 | 0.19 | −0.02 | 0.21 |
| Sciences | −0.03 | 0.19 | 0.28 | 0.21 |
| 50k to 100k | 0.02 | 0.13 | 0.14 | |
| 100k to 150k | −0.04 | 0.15 | 0.21 | 0.16 |
| More than 150k | −0.06 | 0.18 | 0.34 | 0.19 |
P < 0.05; physical well-being (F(10, 378) = 0.690, P = 0.749, R2 = 0.020); mental well-being (F(10, 379) = 1.382, P = 0.179, R2 = 0.039).
Regression Model for Independent Variables on Physical and Mental Well-Being Status
| Physical Well-Being | Mental Well-Being | |||
| Demographics | SE | SE | ||
| Age | 0.00 | 0.00 | 0.00 | 0.00 |
| Gender | −0.02 | 0.07 | 0.00 | 0.10 |
| Architecture and engineering | 0.07 | 0.09 | 0.11 | 0.11 |
| Education and arts | 0.01 | 0.08 | 0.07 | 0.11 |
| Computers and mathematics | −0.02 | 0.12 | 0.06 | 0.16 |
| Healthcare and social services | 0.09 | 0.10 | 0.03 | 0.13 |
| Service and physical occupations | −0.25 | 0.14 | −0.03 | 0.18 |
| Sciences | −0.08 | 0.14 | 0.26 | 0.18 |
| 50k to 150k | −0.12 | 0.10 | 0.12 | |
| 100k to 150k | −0.15 | 0.11 | 0.22 | 0.15 |
| More than 150k | −0.01 | 0.13 | 0.17 | |
| Lifestyle and home environment | ||||
| Overall physical activity (eg, standing, step count) | 0.05 | 0.03 | 0.07 | 0.04 |
| Physical exercise (eg, classes, walking, running, biking) | 0.03 | 0.04 | ||
| Overall food intake | − | 0.04 | −0.03 | 0.05 |
| “Healthy” food intake | 0.04 | −0.06 | 0.06 | |
| “Junk” food intake | − | 0.04 | − | 0.05 |
| At least 1 independent adult lives with me | −0.01 | 0.09 | 0.04 | 0.12 |
| At least 1 dependent adult lives with me | 0.01 | 0.14 | −0.24 | 0.18 |
| At least 1 teenager lives with me | −0.09 | 0.11 | 0.15 | 0.14 |
| At least 1 school age child lives with me | 0.00 | 0.11 | 0 | 0.14 |
| At least 1 toddler lives with me | 0.12 | 0.04 | 0.16 | |
| At least 1 infant lives with me | 0.24 | 0.14 | 0.18 | |
| At least 1 pet lives with me | 0.02 | 0.07 | 0.01 | 0.09 |
| Occupational environment | ||||
| Distractions while working | −0.03 | 0.03 | − | 0.03 |
| Workload expectations or requirements | −0.03 | 0.03 | −0.03 | 0.04 |
| Communication with coworkers | 0.03 | 0.03 | ||
| Difference in workstation use compared to before WFH | 0.01 | 0.01 | −0.01 | 0.02 |
| Adjusted work hours or routine | 0.07 | 0.11 | 0.1 | 0.14 |
| Accommodate work schedule around others | 0.06 | 0.08 | −0.16 | 0.10 |
| Work schedule is the same as before | 0.13 | 0.12 | 0.23 | 0.15 |
| Other people are present in the same workspace while working | −0.06 | 0.07 | −0.06 | 0.09 |
| Home office environment | ||||
| Satisfaction with visual environment | 0.04 | 0.05 | 0.07 | 0.06 |
| Satisfaction with thermal environment | −0.03 | 0.04 | 0.05 | 0.06 |
| Satisfaction with air quality | −0.01 | 0.06 | −0.04 | 0.07 |
| Satisfaction with noise | 0.05 | 0.03 | 0.02 | 0.04 |
| I have a dedicated space in a room with other uses | 0.13 | 0.08 | 0.03 | 0.10 |
| I work in a variety of places, rooms, or locations around my home | 0.01 | 0.10 | −0.08 | 0.13 |
| I have a good workstation set-up | 0.04 | 0.08 | −0.07 | 0.10 |
| I know how to adjust my workstation | 0.04 | 0.07 | 0.04 | 0.09 |
P < 0.05.
P < 0.01.
P < 0.001; physical well-being (F(38, 350) = 11.462, P < 0.001, R2 = 0.561); mental well-being (F(38, 351) = 5.306, P < 0.001, R2 = 0.371).
Relationships Between Independent Variables and the Number of New Physical Health Issues Reported Since Transitioning to Working from Home
| 0 | 1 | 2 or More | |
| Demographics | |||
| Age | Ref | B = −0.012 | |
| Gender∗∗∗ | |||
| Male | 27.4% | 28.4% | |
| Female | 27.9% | 21.1% | |
| Income∗ | |||
| Less 50k | 30.0% | 24.0% | |
| 50k to 100k | 29.1% | 21.9% | |
| 100k to 150k | 36.8% | 25.1% | 38.0% |
| More than 150k | 23.6% | 34.5% | |
| Lifestyle and home environment | |||
| Overall physical activity (eg, standing, step count) | Ref | ||
| Physical exercise (eg, classes, walking, running, biking) | Ref | B = −0.112 | |
| Overall food intake | Ref | ||
| “Healthy” food intake | Ref | B = −0.137 | |
| “Junk” food intake | Ref | ||
| At least 1 independent adult lives with me | Ref | B = 0.497 | B = −0.174 |
| At least 1 dependent adult lives with me | Ref | B = 0.160 | B = −0.462 |
| At least 1 teenager lives with me | Ref | B = −0.229 | |
| At least 1 school age child lives with me | Ref | B = −0.023 | B = 0.010 |
| At least 1 toddler lives with me | Ref | B = 0.097 | |
| At least 1 infant lives with me | Ref | B = 0.237 | B = −0.360 |
| At least 1 pet lives with me | Ref | B = −0.102 | B = −0.137 |
| Occupational Environment | |||
| Distractions while working | Ref | ||
| Workload expectations or requirements | Ref | B = 0.031 | |
| Communication with coworkers | Ref | B = −0.055 | B = −0.071 |
| Difference in workstation use compared to before WFH | Ref | B = 0.009 | |
| Adjusted work hours or routine∗∗∗ | |||
| No | 24.7% | 32.2% | |
| Yes | 32.2% | 22.7% | |
| Accommodate work schedule around others ∗ | |||
| No | 23.4% | 38.9% | |
| Yes | 30.7% | 22.9% | |
| Other people are present in the same workspace while working | Ref | B = 0.220 | |
| Home office environment | |||
| Satisfaction with visual environment | Ref | ||
| Satisfaction with thermal environment | Ref | ||
| Satisfaction with air quality | Ref | ||
| Satisfaction with noise | Ref | ||
| I have a dedicated room for work activities | Ref | ||
| I have a dedicated space in a room with other uses | Ref | B = 0.159 | |
| I work in a variety of places, rooms, or locations around my home | Ref | B = 0.420 | |
| I have a good workstation set-up ∗ | |||
| No | 25.5% | 24.1% | |
| Yes | 20.9% | 20.1% | |
| I know how to adjust my workstation ∗ | |||
| No | 32.2% | 24.5% | |
| Yes | 20.1% | 37.9% | |
P < 0.05.
P < 0.01.
P < 0.001.
Relationships Between Independent Variables and the Number of New Mental Health Issues Reported Since Transitioning to Working From Home
| 0 | 1 | 2 or More | |
| Demographics | |||
| Age | Ref | B = −0.005 | |
| Gender∗∗ | |||
| Male | 21.5% | 42.6% | |
| Female | 20.9% | 16.8% | |
| Income∗∗∗ | |||
| Less 50k | 16.2% | 17.6% | |
| 50k to 100k | 24.5% | 16.3% | 59.2% |
| 100k to 150k | 32.1% | 16.1% | 51.8% |
| More than 150k | 25.7% | 42.4% | |
| Lifestyle and home environment | |||
| Overall physical activity (eg, standing, step count) | Ref | B = −0.061 | |
| Physical exercise (eg, classes, walking, running, biking) | Ref | B = 0.015 | |
| Overall food intake | Ref | B = 0.175 | |
| “Healthy” food intake | Ref | B = −0.097 | |
| “Junk” food intake | Ref | B = 0.199∗ | |
| At least 1 independent adult lives with me | Ref | B = 0.145 | B = −0.0160 |
| At least 1 dependent adult lives with me | Ref | B = −0.666 | B = −0.263 |
| At least 1 teenager lives with me | Ref | ||
| At least 1 school age child lives with me | Ref | B = −0.195 | B = 0.035 |
| At least 1 toddler lives with me | Ref | ||
| At least 1 infant lives with me | Ref | B = 0.472 | |
| At least 1 pet lives with me | Ref | B = 0.237 | B = 0.174 |
| Occupational environment | |||
| Distractions while working | Ref | ||
| Workload expectations or requirements | Ref | B = 0.031 | B = 0.059 |
| Communication with coworkers | Ref | B = −0.061 | B = −0.051 |
| Difference in workstation use compared to before WFH | Ref | B = 0.000 | B = 0.030 |
| Adjusted work hours or routine∗∗∗ | |||
| No | 18.5% | 45.3% | |
| Yes | 23.0% | 18.3% | |
| Accommodate work schedule around others ∗ | |||
| No | 17.5% | 50.9% | |
| Yes | 17.5% | 19.9% | |
| Other people are present in the same workspace while working | Ref | B = 0.332 | B = 0.314 |
| Home office environment | |||
| Satisfaction with visual environment | Ref | ||
| Satisfaction with thermal environment | Ref | B = −0.190 | |
| Satisfaction with air quality | Ref | ||
| Satisfaction with noise | Ref | ||
| I have a dedicated room for work activities | Ref | ||
| I have a dedicated space in a room with other uses | Ref | B = 0.168 | |
| I work in a variety of places, rooms, or locations around my home | Ref | ||
| I have a good workstation set-up∗ | |||
| No | 17.8% | 18.6% | |
| Yes | 18.6% | 33.7% | |
| I know how to adjust my workstation | |||
| No | 25.6% | 18.1% | 56.3% |
| Yes | 28.0% | 19.7% | 52.3% |
P < 0.05.
P < 0.01.
P < 0.001.