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1Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
2Environmental Health Center, The Catholic University of Korea, Seoul, Korea
© 2023, Korean Society of Epidemiology
This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
The authors have no conflicts of interest to declare for this study.
FUNDING
None.
AUTHOR CONTRIBUTIONS
Both authors contributed equally to conceiving the study, analyzing the data, and writing this paper.
Characteristics | All (n=10,102) |
Breastfeeding experience (mo) |
p value1 | ||||
---|---|---|---|---|---|---|---|
None (n=965) | 1-6 (n=754) | 7-24 (n=3,120) | ≥25 (n=5,263) | ||||
Age (yr) | 62.7±0.1 | 57.7±0.3 | 56.6±0.2 | 58.7±0.1 | 67.8±0.2 | <0.001 | |
Income | |||||||
Lowest | 2,354 (23.3) | 188 (2.1) | 134 (1.4) | 671 (7.0) | 1,361 (12.6) | <0.001 | |
Medium-low | 2,527 (25.1) | 230 (2.7) | 173 (1.8) | 749 (8.2) | 1,375 (12.3) | ||
Medium-high | 2,571 (25.4) | 251 (2.7) | 171 (2.0) | 840 (9.0) | 1,309 (11.5) | ||
Highest | 2,650 (26.1) | 296 (3.1) | 276 (2.9) | 860 (9.0) | 1,218 (10.9) | ||
Educational level | |||||||
Elementary | 5,098 (46.2) | 225 (2.1) | 118 (1.2) | 939 (9.4) | 2,342 (80.8) | <0.001 | |
Middle school | 1,674 (17.3) | 114 (1.4) | 106 (1.1) | 698 (7.5) | 3,816 (33.4) | ||
High school | 2,302 (25.3) | 343 (4.0) | 304 (3.4) | 1,106 (12.4) | 756 (7.2) | ||
College | 1,028 (10.9) | 283 (3.2) | 226 (2.5) | 377 (3.8) | 549 (5.4) | ||
Occupation | <0.001 | ||||||
Managers & specialists | 345 (3.7) | 84 (0.9) | 83 (0.9) | 126 (1.3) | 52 (0.4) | ||
Clerks | 256 (2.8) | 63 (0.6) | 45 (0.5) | 103 (1.2) | 45 (0.4) | ||
Sales workers | 1,462 (16.2) | 153 (1.7) | 142 (1.6) | 656 (7.5) | 511 (5.2) | ||
Agricultural, forestry, & fishery workers | 690 (5.6) | 19 (0.1) | 10 (0.1) | 114 (1.0) | 547 (4.3) | ||
Engineers & technicians | 260 (2.7) | 23 (0.2) | 27 (0.3) | 127 (1.3) | 83 (0.7) | ||
Manual laborers | 1,378 (14.2) | 129 (1.4) | 79 (0.9) | 436 (4.8) | 734 (6.9) | ||
None | 5,711 (54.4) | 494 (5.4) | 368 (3.8) | 1,558 (16.0) | 3,291 (29.1) | ||
Smoking status | <0.001 | ||||||
Non-smoking | 9,572 (94.4) | 875 (9.8) | 697 (7.6) | 2,960 (31.5) | 5,040 (45.3) | ||
Ex-smoker | 231 (2.2) | 47 (0.5) | 24 (0.2) | 63 (0.6) | 97 (0.8) | ||
Current smoker | 299 (3.2) | 43 (0.4) | 33 (0.4) | 97 (1.0) | 126 (1.2) | ||
Physical activity | <0.001 | ||||||
Yes | 8,196 (80.5) | 738 (8.2) | 550 (6.0) | 2,410 (25.4) | 4,498 (40.7) | ||
No | 1,906 (19.4) | 227 (2.5) | 204 (2.2) | 710 (7.8) | 765 (6.7) | ||
Drinking experience | <0.001 | ||||||
Yes | 2,810 (25.9) | 228 (2.4) | 126 (1.2) | 651 (6.2) | 1,805 (15.9) | ||
Not obese | 7,292 (74.1) | 737 (8.3) | 628 (7.0) | 2,469 (27.0) | 3,458 (31.5) | ||
Body mass index | <0.001 | ||||||
Underweight | 175 (1.8) | 32 (0.3) | 19 (0.2) | 50 (0.5) | 74 (0.6) | ||
Normal | 3,467 (35.3) | 427 (4.9) | 349 (3.9) | 1,175 (12.7) | 1,516 (13.7) | ||
Pre-obesity | 2,568 (24.8) | 242 (2.6) | 178 (1.8) | 801 (8.4) | 1,347 (11.8) | ||
Stage 1 obesity | 3,334 (32.6) | 226 (2.4) | 177 (1.9) | 939 (10.0) | 1,992 (18.1) | ||
Stage 2-3 obesity | 558 (5.3) | 38 (0.4) | 31 (0.3) | 155 (1.6) | 334 (3.0) | ||
Diabetes | <0.001 | ||||||
Normal | 5,793 (57.7) | 590 (6.6) | 509 (5.5) | 1,962 (21.2) | 2,732 (24.2) | ||
IFG | 2,597 (25.9) | 253 (2.7) | 164 (1.8) | 779 (8.5) | 1,401 (12.7) | ||
Diabetes | 1,712 (16.2) | 122 (1.4) | 81 (0.9) | 379 (3.5) | 1,130 (10.3) | ||
Hypertension | <0.001 | ||||||
Normal | 2,850 (30.9) | 376 (4.5) | 325 (3.6) | 1,117 (12.6) | 1,032 (10.0) | ||
Pre-hypertension | 2,304 (23.2) | 237 (2.6) | 199 (2.2) | 778 (8.4) | 1,090 (9.8) | ||
Hypertension | 4,948 (45.7) | 352 (3.5) | 230 (2.4) | 1,225 (12.2) | 3,141 (27.5) | ||
Oral contraceptive experience | <0.001 | ||||||
Yes | 2,291 (21.7) | 140 (1.6) | 116 (1.1) | 633 (6.4) | 1,402 (12.4) | ||
No | 7,811 (78.2) | 825 (9.1) | 638 (7.1) | 2,487 (26.8) | 3,861 (35.0) | ||
Menopause status | <0.001 | ||||||
Yes | 612 (7.7) | 138 (1.7) | 124 (1.6) | 248 (3.1) | 102 (1.2) | ||
No | 9,490 (92.2) | 827 (9.0) | 630 (6.7) | 2,872 (30.2) | 5,161 (46.2) | ||
Parity | 4.50±0.02 | 3.40±0.05 | 3.60±0.07 | 3.80±0.03 | 3.50±0.03 |
Values are presented as odds ratio (95% confidence interval).
1 Model 1 was adjusted for age; Model 2 was adjusted for age, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, total number of children breastfed, and parity; Model 3 was adjusted for age, income, educational level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, total number of children breastfed, and parity.
Values are presented as odds ratio (95% confidence interval).
1 Model 1 was adjusted for age; Model 2 was adjusted for age, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, and parity; Model 3 was adjusted for age, income, educational level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, and parity.
Values are presented as odds ratio (95% confidence interval).
1 Adjusted for income, education level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, total number of children breastfed, and parity.
Characteristics | All (n=10,102) | Breastfeeding experience (mo) |
p value |
||||
---|---|---|---|---|---|---|---|
None (n=965) | 1-6 (n=754) | 7-24 (n=3,120) | ≥25 (n=5,263) | ||||
Age (yr) | 62.7±0.1 | 57.7±0.3 | 56.6±0.2 | 58.7±0.1 | 67.8±0.2 | <0.001 | |
Income | |||||||
Lowest | 2,354 (23.3) | 188 (2.1) | 134 (1.4) | 671 (7.0) | 1,361 (12.6) | <0.001 | |
Medium-low | 2,527 (25.1) | 230 (2.7) | 173 (1.8) | 749 (8.2) | 1,375 (12.3) | ||
Medium-high | 2,571 (25.4) | 251 (2.7) | 171 (2.0) | 840 (9.0) | 1,309 (11.5) | ||
Highest | 2,650 (26.1) | 296 (3.1) | 276 (2.9) | 860 (9.0) | 1,218 (10.9) | ||
Educational level | |||||||
Elementary | 5,098 (46.2) | 225 (2.1) | 118 (1.2) | 939 (9.4) | 2,342 (80.8) | <0.001 | |
Middle school | 1,674 (17.3) | 114 (1.4) | 106 (1.1) | 698 (7.5) | 3,816 (33.4) | ||
High school | 2,302 (25.3) | 343 (4.0) | 304 (3.4) | 1,106 (12.4) | 756 (7.2) | ||
College | 1,028 (10.9) | 283 (3.2) | 226 (2.5) | 377 (3.8) | 549 (5.4) | ||
Occupation | <0.001 | ||||||
Managers & specialists | 345 (3.7) | 84 (0.9) | 83 (0.9) | 126 (1.3) | 52 (0.4) | ||
Clerks | 256 (2.8) | 63 (0.6) | 45 (0.5) | 103 (1.2) | 45 (0.4) | ||
Sales workers | 1,462 (16.2) | 153 (1.7) | 142 (1.6) | 656 (7.5) | 511 (5.2) | ||
Agricultural, forestry, & fishery workers | 690 (5.6) | 19 (0.1) | 10 (0.1) | 114 (1.0) | 547 (4.3) | ||
Engineers & technicians | 260 (2.7) | 23 (0.2) | 27 (0.3) | 127 (1.3) | 83 (0.7) | ||
Manual laborers | 1,378 (14.2) | 129 (1.4) | 79 (0.9) | 436 (4.8) | 734 (6.9) | ||
None | 5,711 (54.4) | 494 (5.4) | 368 (3.8) | 1,558 (16.0) | 3,291 (29.1) | ||
Smoking status | <0.001 | ||||||
Non-smoking | 9,572 (94.4) | 875 (9.8) | 697 (7.6) | 2,960 (31.5) | 5,040 (45.3) | ||
Ex-smoker | 231 (2.2) | 47 (0.5) | 24 (0.2) | 63 (0.6) | 97 (0.8) | ||
Current smoker | 299 (3.2) | 43 (0.4) | 33 (0.4) | 97 (1.0) | 126 (1.2) | ||
Physical activity | <0.001 | ||||||
Yes | 8,196 (80.5) | 738 (8.2) | 550 (6.0) | 2,410 (25.4) | 4,498 (40.7) | ||
No | 1,906 (19.4) | 227 (2.5) | 204 (2.2) | 710 (7.8) | 765 (6.7) | ||
Drinking experience | <0.001 | ||||||
Yes | 2,810 (25.9) | 228 (2.4) | 126 (1.2) | 651 (6.2) | 1,805 (15.9) | ||
Not obese | 7,292 (74.1) | 737 (8.3) | 628 (7.0) | 2,469 (27.0) | 3,458 (31.5) | ||
Body mass index | <0.001 | ||||||
Underweight | 175 (1.8) | 32 (0.3) | 19 (0.2) | 50 (0.5) | 74 (0.6) | ||
Normal | 3,467 (35.3) | 427 (4.9) | 349 (3.9) | 1,175 (12.7) | 1,516 (13.7) | ||
Pre-obesity | 2,568 (24.8) | 242 (2.6) | 178 (1.8) | 801 (8.4) | 1,347 (11.8) | ||
Stage 1 obesity | 3,334 (32.6) | 226 (2.4) | 177 (1.9) | 939 (10.0) | 1,992 (18.1) | ||
Stage 2-3 obesity | 558 (5.3) | 38 (0.4) | 31 (0.3) | 155 (1.6) | 334 (3.0) | ||
Diabetes | <0.001 | ||||||
Normal | 5,793 (57.7) | 590 (6.6) | 509 (5.5) | 1,962 (21.2) | 2,732 (24.2) | ||
IFG | 2,597 (25.9) | 253 (2.7) | 164 (1.8) | 779 (8.5) | 1,401 (12.7) | ||
Diabetes | 1,712 (16.2) | 122 (1.4) | 81 (0.9) | 379 (3.5) | 1,130 (10.3) | ||
Hypertension | <0.001 | ||||||
Normal | 2,850 (30.9) | 376 (4.5) | 325 (3.6) | 1,117 (12.6) | 1,032 (10.0) | ||
Pre-hypertension | 2,304 (23.2) | 237 (2.6) | 199 (2.2) | 778 (8.4) | 1,090 (9.8) | ||
Hypertension | 4,948 (45.7) | 352 (3.5) | 230 (2.4) | 1,225 (12.2) | 3,141 (27.5) | ||
Oral contraceptive experience | <0.001 | ||||||
Yes | 2,291 (21.7) | 140 (1.6) | 116 (1.1) | 633 (6.4) | 1,402 (12.4) | ||
No | 7,811 (78.2) | 825 (9.1) | 638 (7.1) | 2,487 (26.8) | 3,861 (35.0) | ||
Menopause status | <0.001 | ||||||
Yes | 612 (7.7) | 138 (1.7) | 124 (1.6) | 248 (3.1) | 102 (1.2) | ||
No | 9,490 (92.2) | 827 (9.0) | 630 (6.7) | 2,872 (30.2) | 5,161 (46.2) | ||
Parity | 4.50±0.02 | 3.40±0.05 | 3.60±0.07 | 3.80±0.03 | 3.50±0.03 |
Variables | Unadjusted | Model 1 | Model 2 | Model 3 | |
---|---|---|---|---|---|
Breastfeeding duration | |||||
None | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
Any duration | 2.30 (1.92, 2.77) | 1.62 (1.34, 1.96) | 2.04 (1.56, 2.65) | 1.55 (1.18, 2.03) | |
Breastfeeding experience (mo) | |||||
None | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
1-6 | 0.96 (0.73, 1.25) | 1.03 (0.79, 1.35) | 1.45 (1.03, 2.05) | 1.41 (1.00, 2.00) | |
7-24 | 1.49 (1.22, 1.82) | 1.44 (1.18, 1.75) | 1.85 (1.37, 2.48) | 1.55 (1.15, 2.10) | |
≥25 | 3.44 (2.85, 4.17) | 2.04 (1.66, 2.51) | 2.11 (1.61, 2.75) | 1.56 (1.19, 2.06) | |
p for trend | <0.001 | <0.001 | <0.001 | <0.001 |
Total no. of children breastfed | Unadjusted | Model 1 | Model 2 | Model 3 |
---|---|---|---|---|
None | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) |
1-2 | 1.45 (1.20, 1.76) | 1.39 (1.14, 1.70) | 1.26 (1.04, 1.53) | 1.13 (0.92, 1.38) |
3-4 | 3.26 (2.68, 3.96) | 2.10 (1.70, 2.58) | 1.75 (1.41, 2.17) | 1.37 (1.10, 1.71) |
≥5 | 5.58 (4.62, 7.32) | 2.50 (1.94, 3.23) | 2.04 (1.56, 2.66) | 1.55 (1.18, 2.03) |
p for trend | <0.001 | <0.001 | <0.001 | <0.001 |
Variables | Age (yr) |
||
---|---|---|---|
50-59 (n=3,693) | 60-69 (n=3,406) | ≥70 (n=3,003) | |
Breastfeeding duration | |||
None | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) |
Any duration | 0.94 (0.86, 1.04) | 2.04 (1.24, 3.35) | 1.96 (1.19, 3.23) |
Breastfeeding experience (mo) | |||
None | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) |
1-6 | 1.64 (0.59, 4.59) | 2.35 (1.27, 4.35) | 2.39 (1.02, 5.59) |
7-24 | 1.85 (0.68, 4.99) | 2.22 (1.30, 3.80) | 2.30 (1.25, 4.23) |
≥25 | 2.20 (0.82, 5.88) | 2.01 (1.22, 3.31) | 1.94 (1.18, 3.30) |
p for trend | <0.001 | <0.001 | <0.001 |
Total no. of children breastfed | Age (yr) |
||
---|---|---|---|
50-59 (n=3,693) | 60-69 (n=3,406) | ≥70 (n=3,003) | |
None | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) |
1-2 | 1.23 (0.92, 1.66) | 0.75 (0.53, 1.06) | 1.47 (0.89, 2.40) |
3-4 | 1.53 (1.07, 2.21) | 0.91 (0.63, 1.31) | 1.68 (1.03, 2.72) |
≥5 | 2.14 (0.80, 5.73) | 2.04 (1.24, 3.35) | 1.96 (1.19, 3.23) |
p for trend | <0.001 | <0.001 | <0.001 |
Values are presented as mean±standard deviation or number (%). IFG, impaired fasting glucose. Using the chi-square test for categorical variables and analysis of variance for continuous variables.
Values are presented as odds ratio (95% confidence interval). Model 1 was adjusted for age; Model 2 was adjusted for age, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, total number of children breastfed, and parity; Model 3 was adjusted for age, income, educational level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, total number of children breastfed, and parity.
Values are presented as odds ratio (95% confidence interval). Model 1 was adjusted for age; Model 2 was adjusted for age, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, and parity; Model 3 was adjusted for age, income, educational level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, and parity.
Values are presented as odds ratio (95% confidence interval). Adjusted for income, education level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, total number of children breastfed, and parity.
Values are presented as odds ratio (95% confidence interval). Adjusted for income, education level, occupation, body mass index, smoking status, drinking experience, physical activity, diabetes, hypertension, use of oral contraceptives, menopause status, and parity.