| Literature DB >> 29233134 |
S N W Bunt1,2, S Y M Mérelle2, I H M Steenhuis1, W Kroeze3.
Abstract
BACKGROUND: Need for help is perceived as an important first step towards weight related health-care use among overweight and obese individuals and several studies have reported gender as an important predisposing characteristic of need for help. Therefore, the goal of the current study is to gain insight into factors that might determine need for help for weight loss in men and women.Entities:
Keywords: Enabling resources; Help-seeking; Overweight and obesity; Perceived need for help; Predisposing characteristics; Weight loss
Mesh:
Year: 2017 PMID: 29233134 PMCID: PMC5728017 DOI: 10.1186/s12913-017-2759-1
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Characteristics of the overweight and obese adult study population, of the “Gezondheidsmonitor 2012” (n = 4220)
| Variables | Categories | Men (n = 2218) | Women ( | Total (n = 4220) |
|---|---|---|---|---|
| Need for help for weight loss, n (%) | Yes (certainly, maybe) | 421 (19.0) | 631 (31,5) | 1055 (24.9) |
| I already receive help | 100 (4.5) | 170 (8.5) | 270 (6.4) | |
| No need for help | 1697 (76.5) | 1201 (60.0) | 2898 (68.7) | |
| Predisposing characteristics | ||||
| Age, mean (SD) | 49.0 (11.0) | 47.7 (11.6) | 48.4 (11.3) | |
| Age category, n (%) | 19–34 years | 280 (12.6) | 311 (15.5) | 591 (14.0) |
| 35–49 years | 743 (33.5) | 674 (33.7) | 1417 (33.6) | |
| 50–64 years | 1195 (53.9) | 1017 (50.8) | 2212 (52.4) | |
| Ethnicity, n (%) | Native Dutch | 1917 (86.4) | 1681 (84.0) | 3598 (85.3) |
| Western | 176 (7.9) | 184 (9.2) | 360 (8.5) | |
| Non-western | 125 (5.6) | 137 (6.8) | 262 (6.2) | |
| Marital status, n (%) | Married/ cohabiting | 1789 (80.6) | 1548 (77.3) | 3337 (79.1) |
| Unmarried | 256 (11.6) | 210 (10.5) | 466 (11.0) | |
| Divorced | 143 (6.4) | 179 (8.9) | 322 (7.6) | |
| Widowed | 30 (1.4) | 65 (3.3) | 95 (2.3) | |
| Educational level, n (%) | Low (primary, lower vocational) | 91 (4.1) | 108 (5.4) | 199 (4.7) |
| Medium (secondary, secondary vocational) | 1398 (63.0) | 1352 (67.5) | 2750 (65.2) | |
| High (≥ bachelor’s degree) | 729 (32.9) | 542 (27.1) | 1271 (30.1) | |
| Health- and weight-related factors | ||||
| Perceived health, n (%) | Poor (fair, bad and very bad) | 449 (20.2) | 463 (23.1) | 912 (21.6) |
| Body Mass Index, mean (SD) | 28.1 (2.9) | 28.9 (3.7) | 28.5 (3.3) | |
| Weight status, n (%) | Overweight (25 ≤ BMI < 30) | 1778 (80.2) | 1419 (70.9) | 3197 (75.8) |
| Obese (BMI ≥ 30) | 440 (19.8) | 583 (29.1) | 1023 (24.2) | |
| Comorbiditiesb, n (%) | ≥ 1 weight-related chronic condition | 1106 (49.9) | 1105 (55.2) | 2211 (52.4) |
| Physical activity level (PA)a, n (%) | Non-active (meeting PA norm 0 days/week) | 134 (6.0) | 119 (5.9) | 253 (6.0) |
| Semi-active (meeting PA norm 1–4 days/week) | 722 (32.6) | 615 (30.7) | 1337 (31.7) | |
| Norm active (meeting PA norm ≥5 days/week) | 1362 (61.4) | 1268 (63.4) | 2630 (62.3) | |
| Enabling resources | ||||
| Income, n (%) | Low (≤€15,200–€19,400) | 343 (15.5) | 429 (21.4) | 772 (18.3) |
| Middle (€19,401–€31,000) | 1041 (46.9) | 958 (47.9) | 1999 (47.4) | |
| High (>€31,000) | 834 (37.6) | 615 (30.7) | 1449 (34.3) | |
aPhysical activity level based on the Dutch norm for sufficient physical activity: ≥5 days/week 30 min moderately intense physical activity
bComorbidities include: cardio-vascular diseases, diabetes, cancer, asthma/COPD, gastrointestinal diseases, osteoarthritis, and back conditions
Variables predicting need for help for weight loss among men – results of backwards selection procedure
| Need for help for weight loss among men - yes or no (n = 2218, need for help among men, | |||||
|---|---|---|---|---|---|
| Multivariable | |||||
|
|
|
| |||
| Variables4 | OR | 95% CI | OR | 95% CI | |
| Predisposing characteristics | |||||
| Age 19–34 years | 1.30 | 0.89–1.89 | |||
| Age 35–49 years | 1.04 | 0.80–1.34 | |||
| Ethnicity (western) | 1.00 | 0.67–1.50 | |||
| Ethnicity (non-western) | 1.03 | 0.63–1.68 | |||
| Marital status (unmarried) | 1.52 * | 1.09–2.13 | 1.57 ** | 1.15–2.15 | Small |
| Marital status (divorced) | 1.30 | 0.85–2.00 | 1.27 | 0.83–1.93 | |
| Marital status (widowed) | 1.13 | 0.38–3.31 | 1.10 | 0.38–3.20 | |
| Educational level (low) | 0.90 | 0.51–1.57 | |||
| Educational level (medium) | 0.74 * | 0.58–0.94 | |||
| Health- and weight-related factors | |||||
| Perceived health (poor) | 2.22 *** | 1.70–2.91 | 2.14 *** | 1.65–2.78 | Medium |
| Weight status (obese) | 3.98 *** | 3.13–5.04 | 3.80 *** | 3.01–4.80 | Large |
| Comorbidities (≥1 weight-related chronic condition) | 1.31 * | 1.01–1.69 | 1.26 | 0.99–1.61 | |
| Physical activity (non-active) | 1.18 | 0.73–1.91 | |||
| Physical activity (semi-active) | 0.82 | 0.64–1.06 | |||
| Enabling resource | |||||
| Income (low) | 0.85 | 0.60–1.20 | |||
| Income (middle) | 0.90 | 0.70–1.15 | |||
* p < 0.05 ** p < 0.01 *** p < 0.001
1 Multivariable model
2 Final model including only the strongest predictors using a backwards selection procedure
3 Effect size was classified as minimal (OR <1.5), small (1.5 ≤ OR < 2), medium (2 ≤ OR < 3) or large (OR ≥ 3)
4 Reference group: age = 50–64 years; ethnicity = Native Dutch; marital status = married/cohabiting; education = high; perceived health = good; weight status = overweight; comorbidities = no comorbidities; physical activity = norm-active; income = high
Variables predicting need for help for weight loss among women – results of backwards selection procedure
| Need for help for weight loss among women - yes or no (n = 2002, need for help among women, | |||||
|---|---|---|---|---|---|
| Multivariable | |||||
|
|
|
| |||
| Variables4 | OR | 95% CI | OR | 95% CI | |
| Predisposing characteristics | |||||
| Age 19–34 years | 2.11 *** | 1.56–2.86 | 2.07 *** | 1.58–2.71 | Medium |
| Age 35–49 years | 1.36 ** | 1.09–1.71 | 1.35 ** | 1.09–1.66 | Minimal |
| Ethnicity (western) | 1.03 | 0.74–1.43 | |||
| Ethnicity (non-western) | 1.24 | 0.84–1.83 | |||
| Marital status (unmarried) | 1.12 | 0.81–1.55 | |||
| Marital status (divorced) | 1.06 | 0.75–1.50 | |||
| Marital status (widowed) | 1.15 | 0.66–1.98 | |||
| Educational level (low) | 0.77 | 0.47–1.26 | |||
| Educational level (medium) | 0.89 | 0.71–1.11 | |||
| Health- and weight-related factors | |||||
| Perceived health (poor) | 1.94 *** | 1.51–2.49 | 1.94 *** | 1.55–2.43 | Small |
| Weight status (obese) | 2.28 *** | 1.85–2.82 | 2.20 *** | 1.79–2.70 | Medium |
| Comorbidities (≥1 weight-related chronic condition) | 1.16 | 0.93–1.45 | |||
| Physical activity (non-active) | 0.70 | 0.43–1.13 | |||
| Physical activity (semi-active) | 1.09 | 0.88–1.35 | |||
| Enabling resource | |||||
| Income (low) | 0.83 | 0.62–1.11 | |||
| Income (middle) | 0.95 | 0.76–1.19 | |||
* p < 0.05 ** p < 0.01 *** p < 0.001
1 Multivariable model
2 Final model including only the strongest predictors using a backwards selection procedure
3 Effect size was classified as minimal (OR <1.5), small (1.5 ≤ OR < 2), medium (2 ≤ OR < 3) or large (OR ≥ 3
4 Reference group: age = 50–64 years; ethnicity = Native Dutch; marital status = married/cohabiting; education = high; perceived health = good; weight status = overweight; comorbidities = no comorbidities; physical activity = norm-active; income = high