| Literature DB >> 30024946 |
Rebecca E Lacey1, Anne McMunn1, Elizabeth Webb1.
Abstract
OBJECTIVES: The aim was to investigate associations between caregiving and adiposity using a representative UK longitudinal study. We also investigated whether associations differed by age, gender and caregiving characteristics.Entities:
Mesh:
Year: 2018 PMID: 30024946 PMCID: PMC6053187 DOI: 10.1371/journal.pone.0200777
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the study sample.
| Men | Women | |||||||
|---|---|---|---|---|---|---|---|---|
| N | % | N | % | Distribution of excluded sample | Number missing | |||
| BMI, mean (SD) | 28.1 | 4.9 | 27.8 | 6.0 | 0.005 | 27.6 | 611 | 0.004 |
| Waist, mean (SD) | 99.2 | 13.3 | 88.6 | 14.1 | <0.001 | 92.9 | 189 | 0.279 |
| % body fat, mean (SD) | 23.5 | 9.3 | 35.9 | 8.2 | <0.001 | 29.7 | 1675 | <0.001 |
| Caregiving | ||||||||
| No | 3502 | 89.9 | 4637 | 85.7 | <0.001 | 69.8 | 4650 | <0.001 |
| Yes | 432 | 10.1 | 850 | 14.3 | 30.2 | |||
| Caregiving hours | ||||||||
| Not caregiving | 3502 | 89.9 | 4637 | 85.7 | <0.001 | 65.7 | 4217 | <0.001 |
| 1–9 hours/week | 345 | 8.1 | 585 | 9.1 | 16.8 | |||
| 10–19 hours/week | 43 | 1.1 | 139 | 1.8 | 5.3 | |||
| 20+ hours/week | 44 | 0.9 | 126 | 1.6 | 12.2 | |||
| Number of people cared for | ||||||||
| Not caregiving | 3502 | 89.9 | 4637 | 85.7 | <0.001 | 79.3 | 5249 | <0.001 |
| 1 person | 297 | 6.8 | 585 | 9.8 | 14.6 | |||
| 2+ people | 135 | 3.3 | 265 | 4.5 | 6.2 | |||
| Combining work with caregiving | ||||||||
| Not working or caregiving | 1337 | 30.8 | 1911 | 34.6 | <0.001 | 41.4 | 6015 | <0.001 |
| Caregiving but not working | 185 | 3.9 | 349 | 5.9 | 21.8 | |||
| Caregiving with PT work | 32 | 0.8 | 274 | 4.5 | 4.3 | |||
| Caregiving with FT work | 215 | 5.4 | 227 | 3.9 | 6.9 | |||
| Working PT but not caregiving | 239 | 6.7 | 1394 | 24.9 | 7.8 | |||
| Working FT but not caregiving | 1926 | 52.4 | 1332 | 26.2 | 17.9 | |||
| Co-resident caregiving | <0.001 | |||||||
| Not caregiving | 3502 | 89.9 | 4637 | 85.7 | <0.001 | 69.7 | 4642 | |
| Non-resident caregiving | 45 | 1.1 | 85 | 1.5 | 20.5 | |||
| Co-resident caregiving | 387 | 9.0 | 765 | 12.7 | 9.8 | |||
| Age | ||||||||
| 16-44yrs | 1440 | 46.1 | 2424 | 50.2 | <0.001 | 40.9 | 0 | <0.001 |
| 45-64yrs | 1449 | 33.3 | 2168 | 35.7 | 32.1 | |||
| 65+yrs | 1045 | 20.7 | 895 | 14.1 | 27.1 | |||
| NS-SEC | ||||||||
| Management & professional | 1809 | 42.6 | 1978 | 33.8 | <0.001 | 33.0 | 3972 | <0.001 |
| Intermediate | 544 | 14.0 | 1213 | 21.6 | 30.8 | |||
| Routine & never worked | 1581 | 43.5 | 2296 | 44.6 | 36.2 | |||
| Highest qualification | ||||||||
| No qualifications | 464 | 11.1 | 714 | 12.6 | <0.001 | 19.1 | 1106 | <0.001 |
| GCSE/equivalent | 1151 | 29.7 | 1864 | 32.9 | 32.9 | |||
| A-level | 848 | 22.6 | 906 | 18.2 | 19.5 | |||
| Degree/other higher | 1471 | 36.7 | 2003 | 36.4 | 28.6 | |||
| Net household income quintiles | ||||||||
| Lowest | 411 | 10.4 | 672 | 12.8 | <0.001 | 21.9 | 1076 | <0.001 |
| 2 | 687 | 17.9 | 1012 | 18.9 | 21.7 | |||
| 3 | 820 | 21.7 | 1191 | 22.1 | 19.3 | |||
| 4 | 976 | 24.2 | 1319 | 23.5 | 18.8 | |||
| Highest | 1040 | 25.9 | 1293 | 22.7 | 18.3 | |||
| Longstanding illness or impairment | ||||||||
| No | 2391 | 64.9 | 3477 | 65.2 | 0.769 | 58.7 | 1063 | <0.001 |
| Yes | 1543 | 35.1 | 2010 | 34.8 | 41.3 | |||
| Partnership status | ||||||||
| Single | 333 | 13.1 | 628 | 16.1 | <0.001 | 28.1 | 1290 | <0.001 |
| Married & living with partner | 2886 | 66.1 | 3519 | 58.9 | 38.5 | |||
| Separated/divorced | 247 | 5.5 | 669 | 10.8 | 15.1 | |||
| Widowed | 55 | 1.2 | 137 | 2.3 | 12.6 | |||
| Cohabiting | 413 | 14.1 | 534 | 12.0 | 5.7 | |||
| Number of dependent children <18yrs, median (IQR) | 0 | 0,0 | 0 | 0,1 | <0.001 | 0 | 1284 | <0.001 |
| Smoking status | ||||||||
| Never smoker | 1380 | 36.0 | 2487 | 45.5 | <0.001 | 42.8 | 5008 | 0.277 |
| Ex-smoker | 1798 | 42.3 | 1939 | 34.1 | 36.1 | |||
| Current smoker | 756 | 21.7 | 1061 | 20.4 | 21.1 | |||
Abbreviations: A-level, Advanced level; BMI, body mass index; FT, full-time work; GCSE, General Certificate of Secondary Education; IQR, interquartile range; NS-SEC, National Statistics Socio Economic Classification; PT, part-time work; SD, standard deviation. Actual numbers and weighted percentages shown. Descriptive statistics shown for those with at least one adiposity measure with complete data on all analysis variables (n = 9,421)
Associations between informal caregiving and adiposity for UKHLS men.
| Crude association | Age-adjusted | Fully-adjusted | |||||||
|---|---|---|---|---|---|---|---|---|---|
| BMI | Waist | Body fat | BMI | Waist | Body fat | BMI | Waist | Body fat | |
| Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | |
| Caregiving | |||||||||
| No | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Yes | 1.14 | 0.64 | 1.21 | 0.30 | 0.50 | 0.86 | 0.22 | ||
| R2 | 0.43 | 0.51 | 0.15 | 2.53 | 8.41 | 3.33 | 7.06 | 13.97 | 5.45 |
| Caregiving hours | |||||||||
| Not caregiving | -1.45 | -0.65 | -1.27 | -0.63 | -0.55 | -1.05 | -0.61 | ||
| 1–9 hours/week | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| 10–19 hours/week | -0.37 | -2.02 | -1.15 | -0.36 | -1.74 | -0.87 | -0.35 | -1.80 | -0.94 |
| 20+ hours/week | 0.53 | 2.83 | -2.00 | 0.28 | 1.53 | -2.59 | -0.16 | 0.07 | -3.25 |
| R2 | 0.27 | 0.44 | 0.26 | 1.88 | 8.18 | 3.32 | 5.56 | 13.53 | 5.32 |
| Number of people cared for | |||||||||
| Not caregiving | -1.13 | -0.55 | -1.37 | -0.32 | -0.43 | -1.08 | -0.26 | ||
| 1 person | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| 2+ people | 0.24 | -0.52 | 0.03 | 0.27 | -0.52 | -0.05 | 0.22 | -0.70 | -0.14 |
| R2 | 0.25 | 0.41 | 0.15 | 1.87 | 8.14 | 3.20 | 5.55 | 13.51 | 5.16 |
| Combining work with caregiving | |||||||||
| Not working or caregiving | 0.32 | -0.60 | -0.05 | 0.54 | 0.20 | 1.20 | 0.05 | ||
| Caregiving but not working | 0.75 | 1.55 | -0.38 | 0.17 | -0.06 | 0.09 | -0.33 | -0.57 | |
| Caregiving with PT work | 3.28 | 1.83 | 2.38 | 1.95 | |||||
| Caregiving with FT work | 1.44 (0.03, 2.91) | 0.54 (-0.29, 1.38) | 1.36 (-0.58, 3.30) | 0.58 (-0.26, 1.42) | 1.50 (-0.46, 3.46) | 0.51 (-0.98, 1.99) | |||
| Working PT but not caregiving | -0.89 (-1.67, -0.11) | -2.03 (-4.35, 0.29) | -0.55 (-2.11,1.00) | -0.55 (-1.38, 0.29) | -0.58 (-1.35, 0.18) | -1.62 (3.70, 0.47) | -0.53 (-2.03, 0.97) | ||
| Working FT but not caregiving | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| R2 | 0.89 | 2.40 | 0.79 | 2.91 | 8.91 | 3.44 | 7.34 | 14.39 | 5.53 |
| Co-resident caregiving | |||||||||
| Not caregiving | -0.98 (-2.17, 0.22) | -0.51 (-1.27, 0.25) | -0.75 (-2.33, 0.82) | -0.16 (-1.37, 1.04) | -0.40 (-1.12, 0.32) | -0.50 (-2.04, 1.04) | -0.14 (-1.35, 1.06) | ||
| Non-resident caregiving | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Co-resident caregiving | 1.15 (-1.43, 3.74) | 4.56 (-0.25, 9.37) | 1.51 (-4.77, 7.78) | 1.15 (-1.45, 3.75) | 4.16 (-0.80, 9.12) | 1.27 (-5.58, 8.13) | 0.91 (-1.99, 3.81) | 3.30 (-2.16, 8.75) | 0.66 (-5.99, 7.31) |
| R2 | 0.48 | 0.63 | 0.16 | 2.59 | 8.50 | 3.34 | 7.09 | 14.0 | 5.45 |
Sample size for BMI analyses, n = 3,817; sample size for waist circumference analyses, n = 3,891; sample size for percentage body fat analyses, n = 3, 589
BMI, body mass index; FT, full-time; PT, part-time
aModel includes banded age, longstanding health condition, social class, educational attainment, partnership status, number of dependent children, smoking status, and equivalised household income quintiles. Emboldened figures denote statistically significant associations using Bonferroni-corrected p = 0.0167
Associations between informal caregiving and adiposity for UKHLS women.
| Crude association | Age-adjusted | Fully-adjusted | |||||||
|---|---|---|---|---|---|---|---|---|---|
| BMI | Waist | Body fat | BMI | Waist | Body fat | BMI | Waist | Body fat | |
| Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff | Regression coeff (95% CI) | |
| Providing informal care | |||||||||
| No | Ref | Ref | Ref | ||||||
| Yes | |||||||||
| R2 | 0.55 | 0.53 | 0.66 | ||||||
| Caregiving hours | |||||||||
| Not caregiving | -0.55 | -1.23 | -0.51 | -1.12 | -0.89 | ||||
| 1–9 hours/week | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| 10–19 hours/week | 0.81 | 0.62 | 0.79 | 0.41 | 0.25 (-1.37, 1.87) | 0.62 (-0.84,2.09) | -0.07 (-2.65, 2.51) | -0.01 (-1.62, 1.61) | |
| 20+ hours/week | 1.48 | 1.81 | 3.83 | 1.21 (-0.55, 2.96) | 1.29 (-0.29,2.88) | 2.54 (-0.59, 5.68) | 0.55 (-1.12, 2.23) | ||
| R2 | 0.75 | 0.71 | 0.72 | 2.64 | 5.43 | 6.24 | 6.70 | 10.85 | 9.04 |
| Number of people cared for | |||||||||
| Not caregiving | -0.48 | -1.08 (-2.27, 0.11) | -0.87 (-1.64, -0.10) | -0.38 (-0.90, 0.14) | -0.88 (-2.07, 0.32) | -0.74 (-1.50, 0.03) | |||
| 1 person | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| 2+ people | 1.34 | 2.54 (0.08, 4.99) | 0.98 (-0.42, 2.37) | 1.35 (0.18, 2.53) | 1.95 (-0.43, 4.33) | 0.76 (-0.62, 2.13) | |||
| R2 | 0.80 | 0.69 | 0.74 | 2.67 | 5.77 | 6.25 | 7.00 | 10.84 | 9.69 |
| Combining work with caregiving | |||||||||
| Not working or caregiving | 0.28–0.27, 0.84) | ||||||||
| Caregiving but not working | |||||||||
| Caregiving with PT work | 0.94 (-0.07, 1.96) | 2.27 (0.22, 4.32) | |||||||
| Caregiving with FT work | |||||||||
| Working PT but not caregiving | -0.44 (-0.98, 0.10) | -0.45 (-1.71, 0.81) | 0.15 (-0.68, 0.99) | ||||||
| Working FT but not caregiving | Ref | Ref | Ref | ||||||
| R2 | 0.78 | 1.36 | 0.93 | ||||||
| Co-resident caregiving | |||||||||
| Not caregiving | |||||||||
| Non-resident caregiving | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Co-resident caregiving | -1.49 (-0.53, 3.50) | 3.08 (-0.86, 7.01) | 1.08 (-1.07, 3.23) | 1.35 (-0.61, 3.31) | 2.47 (-1.42, 6.35) | 0.89 (-1.28, 3.06) | 0.82 (-1.08, 2.73) | 0.86 (-2.86, 4.58) | 0.31 (-1.78, 2.39) |
| R2 | 0.64 | 0.68 | 2.54 | 5.71 | 6.22 | 6.87 | 10.79 | 9.67 | |
Sample size for BMI analyses, n = 5 373; sample size for waist circumference analyses, n = 5 427; sample size for percentage body fat analyses, n = 5 189BMI–body mass index; FT–full-time; PT–part-time
aModel includes banded age, longstanding health condition, social class, educational attainment, partnership status, number of dependent children, smoking status, and equivalised household income quintiles. Emboldened figures denote statistically significant associations using Bonferroni-corrected p = 0.0167
bAge- and fully-adjusted models not shown as age interactions were statistically significant. Age-stratified associations shown in Table 4.
Associations between informal caregiving, combining caregiving and work with adiposity for UKHLS women stratified by age group.
| BMI | Crude association | Fully-adjusted | ||||
|---|---|---|---|---|---|---|
| 16–44 yrs | 45–64 yrs | 65+ yrs | 16–44 yrs | 45–64 yrs | 65+ yrs | |
| Providing informal care | ||||||
| No | Ref | Ref | Ref | Ref | Ref | Ref |
| Yes | 0.63 (-0.10, 1.35) | -0.42 (-1.57, 0.72) | 0.60 (-0.12, 1.32) | -0.08 (-1.31, 1.16) | ||
| R2 | 0.88 | 0.18 | 0.08 | 5.46 | 6.23 | 8.80 |
| Combining work with caregiving | ||||||
| Not working or caregiving | -0.23 (-1.14, 0.67) | -0.05 (-0.95, 0.86) | 1.69 (-1.55, 4.91) | -0.31 (-3.57, 2.95) | ||
| Caregiving but not working | 0.53 (-0.94, 1.99) | 1.20 (-2.32, 4.73) | 0.69 (-0.87, 2.25) | -0.59 (-2.03, 0.85) | -0.46 (-3.99,3.07) | |
| Caregiving with PT work | 1.07 (-0.37, 2.51) | 0.08 (-1.12, 1.29) | 0.79 (-2.84, 4.41) | -0.69 (-2.23, 0.85) | -0.49 (-1.64, 0.66) | -0.22 (-3.74, 3.29) |
| Caregiving with FT work | -0.13 (-1.37, 1.10) | -0.17 (-1.38, 1.03) | ||||
| Working PT but not caregiving | -0.08 (-0.84, 0.68) | 1.52 (-1.68, 4.71) | -1.04 (-1.90, -0.18) | 0.02 (-3.53, 3.57) | ||
| Working FT but not caregiving | Ref | Ref | Ref | Ref | Ref | Ref |
| R2 | 0.99 | 1.03 | 0.44 | 6.33 | 7.49 | 9.12 |
| Providing informal care | ||||||
| No | Ref | Ref | Ref | Ref | Ref | Ref |
| Yes | 1.35 (-0.28, 2.98) | -2.53 (-5.58, 0.51) | 1.28 (-0.35, 2.90) | -2.21 (-5.45, 1.04) | ||
| R2 | 0.83 | 0.16 | 0.38 | 7.19 | 6.36 | 8.52 |
| Combining work with caregiving | ||||||
| Not working or caregiving | 0.64 (-1.34, 2.62) | 0.13 (-1.95, 2.21) | 3.97 (-6.24, 14.19) | -1.88 (-3.80, 0.04) | -2.43 (-4.62, -0.23) | 0.25 (-9.76, 10.25) |
| Caregiving but not working | 2.34 (-1.04 5.71) | 0.71 (-9.75, 11.18) | 3.23 (0.03, 6.44) | -0.03 (-3.40, 3.33) | -2.81 (-13.19, 7.57) | |
| Caregiving with PT work | 2.28 (-1.18, 5.74) | -0.62 (-3.31, 2.08) | 3.76 (-6.74, 14.26) | -1.99 (-5.65, 1.67) | -1.68 (-4.25, 0.88) | 2.42 (-8.51, 13.34) |
| Caregiving with FT work | -0.14 (-3.00, 2.72) | -0.28 (-3.04, 2.47) | ||||
| Working PT but not caregiving | 0.25 (-1.44, 1.94) | 3.16 (-8.62, 14.94) | -2.09 (-3.99, -0.18) | 0.48 (-10.88, 11.85) | ||
| Working FT but not caregiving | Ref | Ref | Ref | Ref | Ref | Ref |
| R2 | 1.05 | 0.98 | 1.68 | 7.86 | 7.32 | 9.87 |
| 16–44 yrs | ||||||
| Providing informal care | ||||||
| No | Ref | Ref | Ref | Ref | Ref | Ref |
| Yes | 0.31 (-0.72, 1.33) | -0.74 (-2.06, 0.59) | 0.25 (-0.75, 1.25) | -0.71 (-2.06, 0.63) | ||
| R2 | 1.11 | 0.03 | 0.14 | 6.46 | 5.18 | 3.85 |
| Combining work with caregiving | ||||||
| Not working or caregiving | -0.002 (-1.35, 1.35) | -0.11 (-1.23, 1.02) | 2.80 (-4.72, 10.32) | -1.51 (-2.95, -0.07) | -1.24 (-2.43, -0.04) | 2.40 (-5.35, 10.14) |
| Caregiving but not working | 0.37 (-1.61, 2.36) | 2.13 (-5.70, 9.97) | 1.71 (-0.55, 3.97) | -0.65 (-2.59, 1.29) | 1.71 (-6.35, 9.77) | |
| Caregiving with PT work | 2.18 (0.04, 4.33) | -0.35 (-1.95, 1.23) | 1.30 (-6.98, 9.59) | -0.03 (-2.21, 2.16) | -0.70 (-2.26, 0.85) | 1.10 (-7.24, 9.44) |
| Caregiving with FT work | -0.49 (-2.10, 1.12) | 4.57 (-3.01, 12.15) | -0.62 (-2.19, 0.95) | 6.17 (-2.29, 14.64) | ||
| Working PT but not caregiving | 0.58 (-0.60, 1.76) | -1.25 (-2.36, -0.14) | 3.69 (-4.18, 11.56) | -0.80 (-2.07, 0.46) | 3.31 (-4.71, 11.32) | |
| Working FT but not caregiving | Ref | Ref | Ref | Ref | Ref | Ref |
| R2 | 1.29 | 0.56 | 0.46 | 7.06 | 5.81 | 4.14 |
Sample size for BMI analyses, n = 5 707; sample size for waist circumference analyses, n = 5 764; sample size for percentage body fat analyses, n = 5 508
aModel includes banded age, longstanding health condition, social class, educational attainment, partnership status, number of dependent children, smoking status, and equivalised household income quintiles. Emboldened figures denote statistically significant associations using Bonferroni-corrected p = 0.0167