| Literature DB >> 36011663 |
Malou Grubben1, Sara Wiertsema1, Remco Hoekman1,2, Gerbert Kraaykamp1.
Abstract
Previous research has focused mainly on the association between working from home (WFH) and physical activity, establishing that physical activity diminished among people WFH during the COVID-19 pandemic. In our study, we investigated the association between WFH and specifically sports participation (competitive and non-competitive). We theorized that WFH would offer individuals additional opportunities to practice sports during the pandemic. Governmental restrictions at the time constrained opportunities to participate in organized sports and in sports with others. We, therefore, expected sports participation during the pandemic to be largely restricted to individual participation and participation at home or in the public space. By means of descriptive analyses and adjusted analyses of variance (n = 1506), we found positive associations between WFH and various aspects of sports participation. Lower-educated individuals, in particular, seem to be benefiting from WFH related to their sports participation in the public space, and economically deprived individuals also seem to be benefiting from WFH in regard to their sports participation at home. Our findings extend the literature on physical activity and sports participation among people who worked from home during the COVID-19 pandemic while offering implications for policies on WFH, sports opportunities in public space and physical activity-friendly environments.Entities:
Keywords: corona crisis; health behavior; remote working; sports participation
Mesh:
Year: 2022 PMID: 36011663 PMCID: PMC9408749 DOI: 10.3390/ijerph191610027
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Descriptives, N = 1506.
| Minimum | Maximum | Mean (%) | Std. Dev | |
|---|---|---|---|---|
|
| ||||
| Sports participation (ref. = no) | 0 | 1 | 47 | 0.499 |
| Individual participation (ref. = no) | 0 | 1 | 35 | 0.478 |
| Participation at home (ref. = no) | 0 | 1 | 14 | 0.349 |
| Participation in public space (ref. = no) | 0 | 1 | 35 | 0.479 |
|
| ||||
| Working from home (ref. = no) | 0 | 1 | 49 | 0.500 |
| Educational level | ||||
| Lower educated | 0 | 1 | 15 | 0.352 |
| Middle educated | 0 | 1 | 37 | 0.484 |
| Higher educated | 0 | 1 | 48 | 0.500 |
| Economic deprivation (ref. = no) | 0 | 1 | 8 | 0.268 |
| Male (ref. = female) | 0 | 1 | 49 | 0.500 |
| Age group | ||||
| 18–34 years | 0 | 1 | 21 | 0.406 |
| 35–54 years | 0 | 1 | 46 | 0.499 |
| 55+ years | 0 | 1 | 33 | 0.468 |
| Having a child ≤ 12 (ref. = no) | 0 | 1 | 21 | 0.412 |
| Hampered by COVID-19 (ref. = no) | 0 | 1 | 11 | 0.313 |
| Weekly working hours | ||||
| 8–20 h | 0 | 1 | 13 | 0.324 |
| 21–34 h | 0 | 1 | 30 | 0.462 |
| 35+ h | 0 | 1 | 57 | 0.495 |
| Sufficient sports provisions (ref. = no) | 0 | 1 | 83 | 0.373 |
Pearson correlations.
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.000 | ||||||||||||||||||
| 0.778 | *** | 1.000 | ||||||||||||||||
| 0.427 | *** | 0.455 | *** | 1.000 | ||||||||||||||
| 0.778 | *** | 0.821 | *** | 0.309 | *** | 1.000 | ||||||||||||
| 0.185 | *** | 0.194 | *** | 0.099 | *** | 0.194 | *** | 1.000 | ||||||||||
| −0.179 | *** | −0.162 | *** | −0.117 | *** | −0.166 | *** | −0.250 | *** | 1.000 | ||||||||
| −0.135 | *** | −0.101 | *** | −0.076 | ** | −0.125 | *** | −0.163 | *** | 1.000 | 1.000 | |||||||
| 0.258 | *** | 0.212 | *** | 0.156 | *** | 0.239 | *** | 0.334 | *** | 1.000 | 1.000 | 1.000 | ||||||
| −0.076 | ** | −0.067 | ** | −0.033 | −0.067 | * | −0.043 | 0.081 | ** | 0.016 | −0.073 | ** | 1.000 | |||||
| Male | −0.031 | −0.004 | −0.101 | *** | 0.014 | 0.014 | 0.078 | ** | 0.017 | −0.072 | ** | −0.018 | ||||||
| Age group: 18–34 | 0.098 | *** | 0.050 | + | 0.082 | ** | 0.028 | 0.026 | −0.143 | *** | −0.090 | ** | 0.188 | *** | 0.005 | |||
| Age group: 35–54 | −0.038 | −0.036 | −0.016 | −0.032 | −0.012 | −0.019 | 0.074 | ** | −0.058 | * | 0.015 | |||||||
| Age group: 55+ | −0.045 | + | −0.006 | −0.054 | * | 0.010 | −0.009 | 0.145 | *** | −0.001 | −0.102 | *** | −0.020 | |||||
| Having a child ≤ 12 (ref. = no) | −0.021 | −0.007 | −0.029 | −0.019 | 0.073 | ** | −0.074 | ** | −0.014 | 0.066 | * | 0.022 | ||||||
| Hampered by COVID-19 | 0.022 | 0.004 | −0.010 | −0.013 | −0.043 | + | 0.002 | 0.088 | ** | −0.087 | ** | 0.044 | + | |||||
| Weekly working hours: 8–20 | −0.019 | −0.036 | −0.001 | −0.048 | + | −0.116 | *** | 0.114 | *** | 0.022 | −0.102 | *** | 0.048 | + | ||||
| Weekly working hours: 21–34 | −0.035 | −0.014 | −0.006 | −0.015 | −0.078 | ** | −0.063 | * | 0.034 | 0.011 | 0.038 | |||||||
| Weekly working hours: 35+ | 0.046 | + | 0.037 | 0.006 | 0.046 | + | 0.149 | *** | −0.019 | −0.047 | + | 0.059 | * | −0.068 | ** | |||
| Sufficient sports provisions | 0.106 | *** | 0.083 | ** | 0.007 | 0.083 | ** | 0.036 | −0.071 | ** | −0.030 | 0.079 | ** | −0.093 | *** |
N = 1506. + p < 0.10; * p < 0.05; ** p < 0.01; *** p < 0.001 (two tailed).
Adjusted predicted mean MCA estimates in percentages and adjusted ANOVA significance levels.
| Sports | Context of | Location of Participation | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Individual a | At Home a | Public Space a | |||||||||||
| Mean | Etasq | Mean | Etasq | Mean | Etasq | Mean | Etasq | ||||||
| Working from home | Yes | 53 | *** | 0.185 | 42 | *** | 0.194 | 16 | *** | 0.099 | 41 | *** | 0.194 |
| No | 42 | 29 | 12 | 30 | |||||||||
| Educational level | Lower | 30 | *** | 0.275 | 20 | *** | 0.232 | 6 | *** | 0.176 | 19 | *** | 0.252 |
| Middle | 40 | 30 | 11 | 29 | |||||||||
| Higher | 59 | 44 | 19 | 46 | |||||||||
| Economic deprivation | Yes | 41 | + | 0.069 | 29 | + | 0.065 | 11 | 0.040 | 30 | 0.065 | ||
| No | 48 | 36 | 14 | 36 | |||||||||
| Sex | Female | 48 | 0.029 | 35 | 0.002 | 17 | ** | 0.097 | 34 | 0.015 | |||
| Male | 47 | 35 | 11 | 37 | |||||||||
| Age group | 18–34 | 51 | ** | 0.096 | 36 | 0.048 | 16 | ** | 0.084 | 34 | 0.005 | ||
| 35–54 | 47 | 35 | 15 | 35 | |||||||||
| 55+ | 45 | 36 | 12 | 37 | |||||||||
| Having a child ≤ 12 | Yes | 43 | 0.015 | 33 | 0.004 | 11 | 0.027 | 32 | 0.005 | ||||
| No | 49 | 36 | 15 | 37 | |||||||||
| Hampered by COVID-19 | Yes | 54 | 0.022 | 38 | 0.000 | 14 | 0.011 | 38 | 0.011 | ||||
| No | 47 | 35 | 14 | 35 | |||||||||
| Weekly working hours | 8–20 | 49 | 0.056 | 35 | 0.053 | 15 | 0.010 | 34 | * | 0.073 | |||
| 21–34 | 44 | 35 | 12 | 35 | |||||||||
| 35+ | 49 | 36 | 15 | 36 | |||||||||
| Sufficient sports provisions in neighborhood | Yes | 49 | *** | 0.104 | 37 | ** | 0.087 | 14 | 0.018 | 37 | ** | 0.101 | |
| No | 38 | 28 | 14 | 29 | |||||||||
N = 1506. + p < 0.10; * p < 0.05; ** p < 0.01; *** p < 0.001 (two tailed). a Comparison: Respondents who participated in sports individually/at home/in the public space vs. respondents who did not participate in sports individually/at home/in the public space and those that did not participate in sports at all.
Figure 1Visualization of the relationship between WFH and sporting behavior, differentiated by educational level for (a) sports participation and (b) participation in the public space.
Figure 2Visualization of the relationship between WFH and sporting behavior, differentiated by economic deprivation for (a) individual sports participation, (b) participation at home and (c) participation in the public space.
Adjusted predicted mean MCA estimates and adjusted ANOVA outcomes of the interaction effects.
| Sports Participation | Context of | Location of Participation | ||||||
|---|---|---|---|---|---|---|---|---|
| Individual a | At Home a | Public Space a | ||||||
| Means | Means | Means | Means | |||||
|
| WFH | Not WFH | WFH | Not WFH | WFH | Not WFH | WFH | Not WFH |
| Lower | 28 | 24 | 25 | 14 | 7 | 3 | 18 | 15 |
| Middle | 45 | 35 | 38 | 24 | 12 | 9 | 35 | 24 |
| Higher | 65 | 53 | 50 | 39 | 21 | 17 | 51 | 39 |
|
| ||||||||
| Yes | 42 | 31 | 29 | 22 | 12 | 7 | 34 | 18 |
| No | 54 | 43 | 43 | 30 | 16 | 13 | 42 | 31 |
N = 1506. The interactions were not found to be significant. Note: All estimates were adjusted by the variables in Table 3. a Comparison: Respondents who participated in sports individually/at home/in the public space vs. respondents who did not participate in sports individually/at home/in the public space and those that did not participate in sports at all.