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Table 1 Baseline characteristics of study population, stratified by years of education

From: Educational differences in labor market marginalization among mature-aged working men: the contribution of early health behaviors, previous employment histories, and poor mental health

Total

≥15 n(%)

13–14 n(%)

12 n(%)

10–11 n(%)

≤9 n(%)

p-value

7327 (15.6)

6155 (14.8)

6664 (16.0)

11,915 (28.6)

9624 (23.1)

Childhood SEPa

 Unskilled worker

1311 (17.9)

1594 (25.9)

2023 (30.4)

4570 (38.4)

4144 (43.1)

< 0.001

 Skilled worker

1039 (14.2)

1265 (20.6)

1481 (22.2)

2998 (25.2)

2162 (22.5)

 Low-level non-manual employee

1083 (14.8)

809 (13.1)

781 (11.7)

1019 (8.6)

586 (6.1)

 Intermediate non-manual employee

2246 (30.7)

1366 (22.2)

1253 (18.8)

1415 (11.9)

739 (7.7)

 High-level non-manual employee

1054 (14.4)

347 (5.6)

361 (5.4)

261 (2.2)

170 (1.8)

 Farmer

473 (6.5)

668 (10.9)

661 (9.9)

1362 (11.4)

1600 (16.6)

 Not classified

121 (1.7)

106 (1.7)

104 (1.6)

290 (2.4)

223 (2.3)

IQb

 High [7–9]

5000 (68.2)

3369 (54.7)

2509 (37.7)

2058 (17.3)

867 (9.0)

< 0.001

 Medium [4–6]

2189 (29.9)

2559 (41.6)

3526 (52.9)

7233 (60.7)

5133 (53.3)

 Low [1–3]

130 (1.8)

220 (3.6)

622 (9.3)

2605 (21.9)

3610 (37.5)

 Missing

8 (0.1)

7 (0.1)

7 (0.1)

19 (0.2)

14 (0.2)

Health behaviorsb

 Smoking ≥5 cigarettes/day

2086 (28.5)

2167 (35.2)

2929 (44.0)

6183 (51.9)

5347 (55.6)

< 0.001

 Risky use of alcohol

1027 (14.0)

909 (14.8)

1214 (18.2)

2775 (23.3)

2343 (24.4)

< 0.001

 BMI ≥25

263 (3.6)

318 (5.2)

393 (5.9)

841 (7.1)

820 (8.5)

< 0.001

Low emotional controlb

1753 (23.9)

1428 (23.2)

1616 (24.3)

3539 (29.7)

3294 (34.2)

< 0.001

Psychiatric diagnosisb

567 (7.7)

426 (6.9)

532 (8.0)

1360 (11.4)

1336 (13.9)

< 0.001

Musculoskeletal diagnosisb

1229 (16.8)

988 (16.1)

1013 (15.2)

1981 (16.6)

1698 (17.6)

0.001

Employment histories

 Youth unemploymentb

205 (2.8)

261 (4.2)

402 (6.0)

1795 (15.1)

1898 (19.7)

< 0.001

 Unemployed in young adulthoodc

210 (2.9)

241 (3.9)

231 (3.5)

992 (8.3)

484 (5.0)

 Unemployed in middle adulthoodd

576 (7.9)

642 (10.4)

886 (13.3)

2341 (19.7)

1423 (14.8)

< 0.001

Health factors

 Long-term sick leavee

447 (6.5)

607 (9.9)

962 (14.4)

2244 (18.8)

1918 (19.9)

< 0.001

 Inpatient-care psychiatric diagnosisf

174 (2.4)

185 (3.0)

227 (3.4)

691 (5.8)

537 (5.6)

< 0.001

Outcomeg

 Health-related LMM

670 (9.1)

830 (13.5)

1130 (17.0)

2726 (22.9)

2357 (24.5)

< 0.001

 Non-health-related LMM

339 (5.5)

448 (7.3)

564 (8.5)

1295 (10.9)

820 (8.5)

< 0.001

  1. SEP Socioeconomic position, BMI Body mass index
  2. aMeasured in 1960
  3. bMeasured during conscription in 1969
  4. cMeasured from 1974 to 1991
  5. dMeasured from 1992 to 2000
  6. eMeasured from 1990 to 2000
  7. fMeasured from 1973 to 2000
  8. gMeasured between 2001 and 2008