| Literature DB >> 35864451 |
Lena Dirkje Sialino1,2, H Susan J Picavet3, Hanneke A H Wijnhoven4, Anne Loyen3, W M Monique Verschuren3,5, Marjolein Visser4, Laura S Schaap4, Sandra H van Oostrom3.
Abstract
BACKGROUND: To explore whether differences between men and women in the sensitivity to (strength of the association) and/or in the exposure to determinants (prevalence) contribute to the difference in physical functioning, with women reporting more limitations.Entities:
Keywords: Health-related factors; Life-course; Lifestyle factors; Physical aging; Socio-demographic factors
Mesh:
Year: 2022 PMID: 35864451 PMCID: PMC9306105 DOI: 10.1186/s12877-022-03216-y
Source DB: PubMed Journal: BMC Geriatr ISSN: 1471-2318 Impact factor: 4.070
Fig. 1The unadjusted longitudinal course of physical functioning by age, for men (blue dashed) and women (red solid). Modelled using a tobit model, predicted values may exceed the maximum score of 100
Baseline characteristics of the men and women of the study population (n = 5856)
| 2762 (47.0) | 3094 (53.0) | ||
|---|---|---|---|
| Age | Mean (SD) | 47.9 (10.5) | 46.9 (10.6) |
| Physical functioninga | Mean score (SD) | 89.5 (15.8) | 86.0 (18.0) |
| Level of educationb | % Low | 39.4 | 55.2 |
| % Medium | 34.3 | 26.3 | |
| % High | 26.4 | 18.6 | |
| Work status | % Unemployed | 24.4 | 52.1 |
| Living arrangements | % Living alone | 6.7 | 9.2 |
| Alcohol consumption | % ≤ 1 glass/day | 46.6 | 78.5 |
| % > 1 glass/day | 53.4 | 21.5 | |
| Current smoking status | % Current Smoker | 29.4 | 29.8 |
| Physical activity (h/week) | Mean (SD) | 28.8 (21.7) | 39.7 (20.4) |
| Sleep duration | % Short (≤ 6 h/night) | 19.9 | 13.7 |
| % Normal (7–8 h/night) | 74.2 | 78.4 | |
| % Long (≥ 9 h/night) | 5.9 | 7.9 | |
| BMI (kg/m2) | Mean (SD) | 26.0 (3.3) | 25.4 (4.3) |
| % Underweight (BMI < 18) | 0.2 | 0.6 | |
| % Normal weight (18 ≤ BMI < 25) | 39.3 | 50.3 | |
| % Overweight (25 ≤ BMI < 30) | 47.2 | 33.3 | |
| % Obese (BMI ≥ 30) | 13.4 | 15.8 | |
| Chronic diseases | % None | 59.3 | 56.5 |
| % One disease | 36.9 | 40.5 | |
| % ≥ 2 diseases | 3.8 | 3.0 | |
| Pain | % None | 50.9 | 39.1 |
| % Mild | 35.8 | 40.9 | |
| % Moderate to severe | 13.3 | 20.0 | |
| Mental health (MHI-5) | % Poor mental health (< 60) | 13.1 | 20.3 |
Abbreviations: SD Standard Deviation, BMI Body Mass Index
a Physical functioning scale of the Dutch version of the 36-item Short Form Health Survey (SF-36)
b Low = elementary, lower vocational or general intermediate education; Medium = intermediate vocational, general secondary or higher vocational education; High = college education and university
Difference between men and women in the longitudinal course of physical functioning, statistics belonging to Fig. 1
| Age | -0.54 | (-0.57 | -0.50) | < 0.001 |
| + Age * Age | -0.01 | (-0.01 | -0.01) | < 0.001 |
| + Sex (women) | -6.55 | (-7.61 | -5.48) | < 0.001 |
| + Age * Sex (women) | -0.09 | (-0.15 | -0.03) | 0.006 |
| + Age * Age * Sex (women) | -0.00 | (-0.01 | -0.00) | 0.010 |
Abbreviations: 95%CI = 95% Confidence Interval
Note: each row represents an additional added variable ( +) to the model
Multivariable model: Differences between men and women in the sensitivity to determinants of physical functioning
| Beta | 95%CI | Beta | 95%CI | Factor*sex | ||||
|---|---|---|---|---|---|---|---|---|
| Age | -0.18 | (-0.24 | -0.13) | -0.24 | (-0.28 | -0.19) | -0.05 | 0.18 |
| Education | ||||||||
| Middle vs high | (-3.03 | -0.10) | 0.50 | (-1.15 | 2.14) | |||
| Low vs high | (-6.44 | -3.50) | (-3.50 | -0.49) | ||||
| Work status (no vs yes) | (-5.32 | -2.95) | (-4.47 | -2.45) | -0.54 | 0.74 | ||
Living situation (alone vs together) | 0.27 | (-1.37 | 1.90) | (-3.20 | -0.50) | -1.29 | 0.19 | |
| Alcohol consumption | 0.52 | (-0.45 | 1.48) | (0.33 | 2.58) | -0.33 | 0.74 | |
| (> 1 glass/day vs ≤ 1 glass/day) | ||||||||
Current smoking status (yes vs no) | (-3.06 | -0.62) | -0.55 | (-1.74 | 0.64) | 1.79 | ||
| Physical activity (h/week) | (0.07 | 0.12) | 0.03 | 0.08 | -0.02 | 0.23 | ||
| Sleep hours | ||||||||
| Short vs normal | (-2.24 | -0.06) | -0.61 | (-1.72 | 0.50) | 0.78 | 0.34 | |
| Long vs normal | (-5.20 | -1.67) | (-6.39 | -3.04) | -1.58 | 0.21 | ||
| BMI (kg/m2) | (-0.96 | -0.65) | (-0.97 | -0.74) | -0.06 | 0.78 | ||
| Chronic diseases | ||||||||
| One vs none | (-6.43 | -4.54) | (-7.14 | -5.32) | -0.69 | 0.35 | ||
| More than one vs none | (-14.2 | -10.9) | (-13.2 | -9.65) | 0.85 | 0.51 | ||
| Pain | ||||||||
| Mild vs none | (-10.2 | -8.36) | (-11.8 | -9.87) | ||||
| Medium to severe vs none | (-24.6 | -21.9) | (-26.1 | -23.6) | -0.70 | 0.38 | ||
| Poor mental health (MHI-5) | (-6.25 | -3.55) | (-4.33 | -2.08) | ||||
Abbreviations: 95%CI = 95% Confidence Interval, BMI = Body Mass Index
Note: Bold is significant (for beta variable p < 0.05, for beta interaction p < 0.10)
Note: All interactions of sex*determinant (indicated by row) are individually tested in the full model including all variables
Multivariable model: Difference between men and women in exposure to determinants of physical functioning
| Variable | Beta sex (women)a | 95% CI | % Change Beta sexb | |
|---|---|---|---|---|
| Full model (includes all variables) | -3.28 | (-4.13 | -2.43) | Reference |
| - Education (low/medium vs high) | -3.67 | (-4.52 | -2.82) | |
| - Work status (no vs yes) | -3.72 | (-4.57 | -2.87) | |
| - Living situation (alone vs together) | -3.30 | (-4.15 | -2.46) | - 0.6% |
| - Alcohol consumption (> 1 glass/day vs ≤ 1 glass/day) | -3.45 | (-4.28 | -2.62) | |
| - Current smoking status (yes vs no) | -3.28 | (-4.14 | -2.43) | - 0.1% |
| - Physical activity (h/week) | -2.97 | (-3.80 | -2.14) | |
| - Sleep hours (long/short vs normal) | -3.26 | (-4.11 | -2.40) | + 0.8% |
| - BMI (kg/m2) | -2.81 | (-3.68 | -1.94) | |
| - Chronic diseases (one/two/more vs none) | -3.26 | (-4.14 | -2.39) | + 0.5% |
| - Pain (mild/medium to severe vs none) | -5.41 | (-6.41 | -4.42) | |
| - Mental health (poor vs good) | -3.41 | (-4.26 | -2.55) | - 3.9% |
Abbreviations: 95%CI = 95% Confidence Interval, BMI = Body Mass Index
Note: Each row represents the full model including all variables, age, age2 and sex excluding the indicated variable (-)
Note: Bold is significant (percentage change > 5%)
aRepresents the sex difference (women versus men) in physical functioning
bPercentage change = 1—(Beta “sex” full model minus indicated variable / Beta “sex” full model), interpretation: A negative percentage change means this factor (partly) explains the lower physical functioning score among women compared to men (i.e. the sex difference decreases when adjusted for this determinant) and a positive percentage change suggest that this factor supresses the lower physical functioning score among women compared to men because after the adjustment the sex difference increases
cTo illustrate: A larger sex difference (-5.41) was observed in the multivariable model including the risk factor pain compared to the model without pain (-3.28). So, adjusting for pain decreased the lower physical functioning score among women compared to men by (2.13/3.28) 65.0%