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

From: Educational qualification differences and early labor market exit among men: the contribution of labor market marginalization measured across the working life

 

≥ 15

13–14

12

10–11

≤ 9

p-value

 

n(%)

n(%)

n(%)

n(%)

n(%)

Total

7313 (17.9)

6063 (14.9)

6583 (16.2)

11 625 (28.5)

9177 (22.5)

 

Childhood SEPa

  Unskilled worker

1295 (17.7)

1567 (25.9)

1988 (30.2)

4464 (38.4)

3904 (42.5)

 < 0.001

  Skilled worker

1025 (14.0)

1242 (20.5)

1465 (22.3)

2889 (24.9)

2083 (22.7)

 

  Low-level non-manual employee

1088 (14.9)

809 (13.3)

786 (11.9)

1006 (8.7)

562 (6.1)

 

  Intermediate non-manual employee

2249 (30.8)

1345 (22.2)

1254 (19.1)

1407 (12.1)

705 (7.7)

 

  High-level non-manual employee

1056 (14.4)

342 (5.6)

352 (5.6)

243 (2.1)

168 (1.8)

 

  Farmer

472 (6.5)

657 (10.8)

638 (9.7)

1333 (11.5)

1550 (16.9)

 

  Not classified

128 (1.8)

101 (1.7)

100 (1.5)

283 (2.4)

206 (2.2)

 

IQb

  High (7–9)

5000 (68.4)

3345 (55.2)

2495 (37.9)

2021 (17.4)

830 (9.0)

 < 0.001

  Medium (4–6)

2180 (29.8)

2501 (41.3)

3466 (52.7)

7062 (60.8)

4916 (53.6)

 

  Low (1–3)

129 (1.8)

214 (3.5)

618 (9.4)

2531 (21.8)

3421 (37.3)

 

  Missing

4 (0.1)

3 (0.1)

4 (0.01)

11 (0.1)

10 (0.1)

 

Health behaviorsb

  Smoking ≥ 5 cigarettes/day

2071 (28.3)

2147 (35.4)

2880 (43.8)

6055 (52.1)

5087 (55.4)

 < 0.001

  Risky use of alcohol

1017 (13.9)

912 (15.0)

1200 (18.2)

2751 (23.7)

2267 (24.7)

 < 0.001

  BMI ≥ 25

258 (3.5)

307 (5.1)

381 (5.8)

794 (6.8)

766 (8.4)

 < 0.001

Low emotional controlb

1747 (23.9)

1408 (23.2)

1604 (24.4)

3441 (29.6)

3121 (34.0)

 < 0.001

Psychiatric diagnosisb

571 (7.8)

418 (6.9)

519 (7.9)

1324 (11.4)

1245 (13.6)

 < 0.001

Musculoskeletal diagnosisb

1224 (16.7)

984 (16.2)

988 (15.0)

1903 (15.0)

1607 (17.5)

 < 0.001

Inpatient-care psychiatric diagnosisc

178 (2.4)

198 (3.3)

239 (3.6)

614 (5.3)

521 (5.7)

 < 0.001

Employment histories

  Youth unemploymentb

206 (2.8)

250 (4.1)

411 (6.2)

1766 (15.2)

1835 (20.0)

 < 0.001

  Unemployed in young adulthoodd

219 (3.0)

237 (3.9)

244 (3.7)

988 (8.6)

471 (5.1)

 < 0.001

  Unemployed in middle adulthoode

477 (6.5)

624 (10.3)

906 (13.8)

2415 (20.8)

1404 (15.3)

 < 0.001

  Unemployed in older adulthoodf

319 (4.4)

364 (6.0)

454 (6.9)

1124 (97)

609 (6.4)

 < 0.001

Sickness absence

  Long-term sickness absence in middle adulthoodg

198 (2.7)

239 (3.9)

327 (5.0)

836 (7.2)

650 (7.1)

 < 0.001

  Long-term sickness absence in older adulthoodf

393 (5.4)

416 (6.9)

563 (8.6)

1321 (11.4)

1063 (11.6)

 < 0.001

Outcomeh

 Health-related early exit

782 (10.7)

878 (14.5)

1213 (18.4)

2697 (23.2)

2256 (24.6)

 < 0.001

  Long-term unemployment

537 (7.3)

734 (12.1)

871 (13.2)

1862 (16.0)

1351 (14.7)

 < 0.001

  Early old- age pension with income

993 (13.6)

924 (15.2)

1011 (15.4)

1884 (16.2)

1489 (16.2)

 < 0.001

  Early old- age pension without income

1454 (19.9)

1627 (26.8)

1878 (28.5)

3395 (29.2)

2700 (29.4)

 < 0.001

  1. SEP Socioeconomic position, BMI Body mass index
  2. aMeasured in 1960
  3. bMeasured during conscription in 1969
  4. cMeasured from 1971 to 2003/2004/2005
  5. dMeasured from 1974 to 1991
  6. eMeasured from 1992 to1998/1999/2000
  7. fMeasured from 1999/2000/2001 to 2003/2004/2005
  8. g Measured from 1994 to1998/1999/2000
  9. hMeasured from the age of 60 until 64 years old