| Literature DB >> 32268519 |
Alison Carver1, Muhammad Akram1, Anthony Barnett1, Robin Mellecker2, Ester Cerin1,3.
Abstract
Mothers of preschoolers (3 to 5 years old) risk being physically inactive. This study aimed to examine associations between socioeconomic status (education, employment, income) and moderate to vigorous physical activity (MVPA) among mothers of preschoolers in Hong Kong. Family functioning (e.g., having a domestic helper, division of household chores and child-related activities) was explored as a potential mediator of associations between socioeconomic indicators and the mother's self-reported MVPA. Using zero-inflated negative binomial modelling confounder-adjusted associations between socioeconomic indicators and MVPA (total effects) were estimated. Mediation analyses (joint-significance test) were also performed. Using generalized linear mixed models, intermediate pathways were identified. No significant total effects of any socioeconomic indicator on the mother's MVPA were found. However, mediation analyses identified a complex network of inconsistent mediators partly explaining their associations via eight pathways. Also, whilst non-residents/extended family playing with the child(ren) was not associated with any socioeconomic indicator, this was negatively associated with the mother's MVPA. A further pathway was mediated by the mother playing with her child(ren). Extended family playing with the child(ren) was inversely associated with the mother doing so. Associations between socioeconomic indicators and MVPA among preschoolers' mothers are complex and inconsistent, requiring further investigation in diverse contexts. Encouraging active play with their preschoolers may increase mothers' physical activity levels.Entities:
Keywords: Asia; family; household activities; mediation analysis; motherhood; physical activity; socioeconomic status
Year: 2020 PMID: 32268519 PMCID: PMC7178123 DOI: 10.3390/ijerph17072498
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Conceptual model of socioeconomic status, household composition, activities, and their associations with the mother’s moderate to vigorous physical activity (MVPA).
Sample characteristics (N = 322).
| Mean (sd) or % | |
|---|---|
| Mother’s age (years) | 36.1 (4.8) |
| Education (%) | |
| Lower secondary or below | 40.1 |
| Higher secondary/diploma | 22.7 |
| Bachelor’s degree or above | 37.3 |
| Employment | |
| Not working | 44.4 |
| Part-time | 9.6 |
| Full-time | 46.0 |
| Household income | |
| <HKD 10,000 | 7.5 |
| HKD 10,000–29,999 | 43.8 |
| >HKD 30,000 | 48.7 |
| Mother enjoys PA (% agree) | 55.5 |
| No. of children | 1.73 (0.69) |
| MVPA (total minutes/week) | 383.7 (427.8) |
| No MVPA (0 minutes/week, %) | 17.7 |
| Helper | |
| No helper | 54.5 |
| Non-resident, childminding | 23.4 |
| Resident | 22.1 |
| No. of active household task types | |
| done by mother | 5.1 (1.9) |
| done by spouse | 2.6 (2.3) |
| done by other non-residents (extended family) | 0.9 (1.7) |
Division of housework in family.
| Activity | Mother | Spouse | Other Resident | Parents Living Elsewhere | Children Living Elsewhere | Other Non-Resident |
|---|---|---|---|---|---|---|
| Grocery Shopping | 270 (84.4) | 113 (35.3) | 72 (22.5) | 31 (9.7) | 0 | 4 (1.3) |
| Cooking meals | 186 (58.1) | 67 (20.9) | 123 (38.4) | 40 (12.5) | 0 | 7 (2.2) |
| Laundry | 207 (64.7) | 64 (20.1) | 125 (39.1) | 14 (4.4) | 1 (0.3) | 7 (2.2) |
| Cleaning your house | 209 (65.3) | 71 (22.2) | 126 (39.4) | 16 (5.0) | 1 (0.3) | 9 (2.8) |
| Repair work | 74 (23.1) | 228 (71.3) | 32 (10.0) | 15 (4.7) | 0 | 30 (9.4) |
| Take care of parents | 128 (40.1) | 69 (21.6) | 30 (9.4) | 56 (17.5) | 1 (0.3) | 8 (2.5) |
| Take care of children | 282 (88.1) | 103 (32.2) | 66 (20.6) | 29 (9.1) | 0 | 2 (0.6) |
| Tutor children | 309 (96.6) | 150 (46.9) | 42 (13.1) | 30 (9.4) | 1 (0.3) | 4 (1.3) |
| Play with children | 285 (89.1) | 187 (58.4) | 58 (18.1) | 36 (11.3) | 8 (2.5) | 3 (0.9) |
| Shopping for other daily needs | 278 (86.9) | 114 (35.6) | 68 (21.3) | 23 (7.2) | 0 | 4 (1.3) |
Associations of mothers’ socio-economic status indicators with moderate to vigorous physical activity (total effects a).
| Non-Zero Minutes/Week of MVPA | Odds of Reporting 0 Minutes/Week of MVPA | |||
|---|---|---|---|---|
| e |
| OR (95% CI) |
| |
|
| 1.00 (0.86,1.16) | 0.988 | 0.71 (0.48,1.05) | 0.088 |
|
| ||||
| (ref: none) | ||||
| Part time | 1.00 (0.71,1.40) | 0.979 | 1.05 (0.40,2.77) | 0.914 |
| Full time | 0.81 (0.62,1.04) | 0.102 | 1.31 (0.72,2.37) | 0.381 |
|
| 0.97 (0.93,1.02) | 0.212 | 1.08 (0.93,1.25) | 0.324 |
Notes: Results from zero-inflated negative binomial regression models adjusted for mother’s age and no. of child(ren) in the household. Income and education were modelled as continuous variables (i.e., linear terms) because this yielded a substantially better model fit than when the same variables were treated as categorical. MVPA = moderate to vigorous physical activity; e = exponentiated value of regression coefficient; OR = odds ratio; CI = confidence intervals; p = p-value; ref = reference category. a These models provide information on the total effects of socio-economic indicators on mothers’ MVPA.
Figure 2Direct and indirect effects of socioeconomic status on the mother’s moderate to vigorous physical activity.
Associations of mothers’ socio-economic status indicators with the presence of a domestic helper and household activities undertaken by other non-residents/extended family members a (Step 1 of mediation analysis).
| Presence of Domestic Helper | Other Non-Resident/Extended Family Members | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Non-Resident | Resident | No. of Active Household Activities | Tutoring Children | Playing with Children | ||||||
| OR (95% CI) |
| OR (95% CI) |
| e |
| OR (95% CI) |
| OR (95% CI) |
| |
|
| 1.12 (0.84,1.50) | 0.437 |
|
| 0.90 (0.77,1.05) | 0.166 | 1.15 (0.87,1.52) | 0.341 | 1.06 (0.83,1.34) | 0.656 |
|
| ||||||||||
| ( | ||||||||||
| Part time | 0.38 (0.12,1.25) | 0.113 | 1.02 (0.35,3.01) | 0.967 | 0.97 (0.37,2.50) | 0.944 | 2.36 (0.57,9.75) | 0.235 | 1.06 (0.29,3.92) | 0.931 |
| Full time |
|
|
|
|
|
|
|
| 1.87 (0.95,3.69) | |
|
|
|
|
|
|
|
| 1.13 (0.91,1.41) | 0.252 | 1.18 (0.99,1.40) | 0.069 |
|
| 0.87 (0.65,1.17) | 0.355 |
|
|
|
| 1.57 (0.97,2.54) | 0.069 | 1.26 (0.88,1.81) | 0.210 |
Notes. Results from multinomial regression models (outcome: Presence of helper) and generalized linear mixed models with Poisson variance and logarithmic link functions (outcome: number of active household activities) or binomial variance and logistic link functions (outcomes: tutoring children and playing with children) adjusted for mother’s age and no. of child(ren) in the household. Income and education were modelled as continuous variables (i.e., linear terms) because this yielded a substantially better model fit than when the same variables were treated as categorical. e = exponentiated value of regression coefficient; OR = odds ratio; CI = confidence intervals; p = p-value; ref = reference category; PA = physical activity. a These models provide information on the effects of socio-economic indicators on four potential mediators (Presence of domestic helper; Other non-resident/extended family members undertaking three types of household activities) of the associations of mothers’ socio-economic status with their moderate to vigorous physical activity (Step 1 of mediation analysis). Bold denotes p < 0.05.
Associations of mothers’ socio-economic status indicators, presence of a domestic helper and household activities undertaken by other non-residents/extended family members with household activities undertaken by spouses and mothers a (Steps 2 and 3 of mediation analysis).
| Spouse | Mother | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No. of Active Household Activities | Tutoring Children (ref: No) | Playing with Children (ref: No) | No. of Active Household Activities | Tutoring Children (ref: No) | Playing with Children (ref: No) | |||||||
| e |
| OR (95% CI) |
| OR (95% CI) |
| e |
| OR (95% CI) |
| OR (95% CI) |
| |
|
| ||||||||||||
| Non-resident |
|
| 1.11 (0.53,2.33) | 0.776 | 1.26 (0.64,2.46) | 0.503 |
|
| 0.56 (0.09,3.58) | 0.539 | 1.77 (0.52,5.98) | 0.358 |
| Resident | 0.96 (0.74,1.24) | 0.740 | 1.33 (0.60,2.94) | 0.481 | 1.50 (0.73,3.09) | 0.271 |
|
| 1.44 (1.08,19.3) | 0.781 | 2.34 (0.57,9.58) | 0.239 |
|
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|
|
|
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|
|
| 1.01 (0.54,1.89) | 0.985 | 1.14 (0.76,1.70) | 0.536 |
| Part time | 0.73 (0.51,1.07) | 0.104 | 0.41 (0.15,1.17) | 0.097 |
|
| 0.99 (0.88,1.12) | 0.885 | NA ( 0 count in a cell) | 1.07 (0.25,4.57) | 0.927 | |
| Full time | 1.25 (0.99,1.57) | 0.058 | 1.73 (0.92,3.23) | 0.087 | 1.17 (0.67,2.04) | 0.586 |
|
| 0.36 (0.06,2.32) | 0.282 | 0.51 (0.18,1.45) | 0.208 |
|
| 0.98 (0.94,1.02) | 0.330 | 0.94 (0.80,1.10) | 0.422 | 0.95 (0.83,1.09) | 0.462 |
|
| 1.18 (0.81,1.72) | 0.392 | 1.02 (0.81,1.28) | 0.877 |
|
| 1.00 (0.90,1.10) | 0.922 | 0.89 (0.66,1.21) | 0.471 | 0.83 (0.63,1.09) | 0.182 | 1.02 (0.98,1.07) | 0.285 | 0.67 (0.27,1.64) | 0.379 | 1.24 (0.77,1.99) | 0.370 |
|
| ||||||||||||
| No. of active household activities | 0.98 (0.89,1.07) | 0.592 | 0.95 (0.77,1.17) | 0.605 | 1.01 (0.83,1.22) | 0.952 | 0.98 (0.95,1.00) | 0.060 | 1.14 (0.74,1.74) | 0.552 | 1.37 (0.95,1.97) | 0.091 |
| Play with child (ref: no) |
|
|
|
| 1.45 (0.53,3.93) | 0.471 | 0.99 (0.88,1.11) | 0.813 | 3.24 (0.32,32.8) | 0.321 |
| 0.013 |
| Tutor child (ref: no) | 1.31 (0.88,1.94) | 0.180 | 1.58 (0.33,7.69) | 0.569 | 2.94 (0.66,13.0) | 0.156 |
|
|
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| 2.28 (0.33,15.8) | 0.404 |
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| ||||||||||||
| No. of active household activities |
|
| 1.29 (0.82,2.04) | 0.278 |
|
| ||||||
| Play with child (ref: no) | 0.97 (0.85,1.10) | 0.632 |
|
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| Tutor child (ref: no) |
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|
|
Notes. Results from generalized linear mixed models with Poisson variance and logarithmic link functions (outcome: number of active household activities) or binomial variance and logistic link functions (outcomes: tutoring children and playing with children) adjusted for mother’s age and no. of child(ren) in the household. Income and education were modelled as continuous variables (i.e., linear terms) because this yielded a substantially better model fit than when the same variables were treated as categorical. e = exponentiated value of regression coefficient; OR = odds ratio; CI = confidence intervals; p = p-value; ref = reference category; PA = physical activity; ONR/EF = other non-residents/extended family. a These models provide information on the effects of socio-economic indicators on potential mediators (Spouse and mother undertaking three types of household activities) of the associations of mothers’ socio-economic status with their moderate to vigorous physical activity (Steps 2 and 3 of mediation analysis). Bold denotes p < 0.05.
Associations of mothers’ socio-economic status indicators and potential mediators with mothers’ moderate to vigorous physical activity a (Step 4 of mediation analysis).
| Non-Zero Min/Week of MVPA | Odds of Reporting 0 Min/Week of MVPA | |||
|---|---|---|---|---|
| e |
| OR (95% CI) |
| |
|
| ||||
|
| ||||
| Non-resident | 1.09 (0.79,1.50) | 0.591 | 1.43 (0.66,3.13) | 0.367 |
| Resident | 0.73 (0.51,1.04) | 0.084 | 1.26 (0.57,2.78) | 0.560 |
|
| 0.98 (0.95,1.00) | 0.107 | 0.99 (0.91,1.07) | 0.768 |
|
| 1.04 (0.91,1.19) | 0.578 | 0.72 (0.46,1.11) | 0.133 |
|
| ||||
| (ref: none) | ||||
| Part time | 0.90 (0.62,1.30) | 0.559 | 0.93 (0.28,3.06) | 0.901 |
| Full time | 0.87 (0.67,1.12) | 0.274 | 1.28 (0.62,2.65) | 0.507 |
|
| 0.98 (0.93,1.04) | 0.593 | 1.07 (0.93,1.23) | 0.374 |
|
| 1.04 (0.91,1.18) | 0.563 | 0.72 (0.51,1.02) | 0.062 |
|
| ||||
| No. of active household activities | 0.99 (0.93,1.07) | 0.861 | 1.14 (0.92,1.42) | 0.228 |
| Play with child (ref: no) |
|
| 0.43 (0.05,4.08) | 0.463 |
| Tutor-child (ref: no) |
|
| 1.60 (0.14,19.0) | 0.709 |
|
| ||||
| No. of active household activities | 1.02 (0.96,1.09) | 0.529 | 0.86 (0.73,1.02) | 0.083 |
| Play with child (ref: no) | 0.91 (0.66,1.27) | 0.592 | 0.98 (0.32,3.03) | 0.970 |
| Tutor-child (ref: no) | 0.84 (0.60,1.17) | 0.302 | 1.93 (0.69,5.42) | 0.210 |
|
| ||||
| No. of active household activities | 1.05 (0.96,1.15) | 0.319 | 1.00 (0.82,1.22) | 0.988 |
| Play with child (ref: no) | 0.81 (0.52,1.27) | 0.360 |
|
|
| Tutor-child (ref: no) | 1.60 (0.56,4.58) | 0.382 | 2.32 (0.33,16.2) | 0.397 |
Notes. Results from zero-inflated negative binomial regression models adjusted for mother’s age and no. of child(ren) in the household. Income and education were modelled as continuous variables (i.e., linear terms) because this yielded a substantially better model fit than when the same variables were treated as categorical. e = exponentiated value of regression coefficient; OR = odds ratio; CI = confidence intervals; p = p-value; ref = reference category; PA = physical activity; ONR/EF = other non-residents/extended family; MVPA = moderate to vigorous physical activity. a These models provide information on the direct effects of socio-economic indicators on mothers’ MVPA and the associations of potential mediators (Presence of a domestic helper; Other non-resident/extended family members, spouse and mother undertaking three types of household activities) with mother’s MVPA (Steps 4 of mediation analysis). Bold denotes p < 0.05.