| Literature DB >> 34879847 |
LiRong Wang1, Rui Zhang1, Ye Yang2, XiaoYan Sun2, BaoLi Zhang1, HaiYing Zhu2, XiaoRong Luo2, XiaoLing Ma1, XueHong Zhang3,4.
Abstract
OBJECTIVE: To investigate the severity and risk factors of menopausal symptoms in the middle-aged women in Gansu Province of China.Entities:
Keywords: China; Cross-sectional study; Menopausal symptoms; Middle-aged
Mesh:
Year: 2021 PMID: 34879847 PMCID: PMC8653527 DOI: 10.1186/s12905-021-01531-x
Source DB: PubMed Journal: BMC Womens Health ISSN: 1472-6874 Impact factor: 2.809
Sampling framework
| Population | Large | Medium | Small |
|---|---|---|---|
| < 1800 $ | 1 | 2 | 3 |
| 1800–3600 $ | 4 | 5 | 6 |
| > 3600 $ | 7 | 8 | 9 |
Demographic and socioeconomic characteristics of study population by the mKMI score
| The mKMI score | ||||||
|---|---|---|---|---|---|---|
| None (0–6) | Mild (7–14) | Moderate (15–30) | Severe (> 30) | Statistics | ||
| 45.32 ± 4.02 | 46.31 ± 4.24 | 47.77 ± 4.34 | 49.77 ± 4.14 | 219.37 | < 0.0001 | |
| < 45 | 731 (47.16) | 798 (36.89) | 748 (24.81) | 76 (12.86) | 531.127 | < 0.0001 |
| 45–50 | 544 (35.10) | 834 (38.56) | 1112 (36.88) | 168 (28.43) | ||
| ≥ 50 | 275 (17.74) | 531 (24.55) | 1155 (38.31) | 347 (58.71) | ||
| 22.72 ± 2.53 | 22.85 ± 2.55 | 23.24 ± 2.90 | 23.54 ± 3.04 | 22.25 | < 0.0001 | |
| < 18.5 | 58 (3.74) | 82 (3.79) | 112 (3.71) | 27 (4.57) | 61.9232 | < 0.0001 |
| 18.5–23.9 | 1055 (68.06) | 1412 (65.28) | 1794 (59.50) | 310 (52.45) | ||
| 24–27.9 | 384 (24.77) | 611 (28.25) | 916 (30.38) | 209 (35.36) | ||
| ≥ 28 | 53 (3.42) | 58 (2.68) | 193 (6.40) | 45 (7.61) | ||
| 49.0415 | < 0.0001 | |||||
| Han | 1420 (91.61) | 1993 (92.14) | 2685 (89.05) | 474 (80.20) | ||
| Others | 130 (8.39) | 170 (7.86) | 330 (10.95) | 117 (19.80) | ||
| 7.3482 | 0.0067 | |||||
| Married | 1500 (96.77) | 2105 (97.32) | 2875 (95.36) | 567 (95.94) | ||
| Others | 50 (3.23) | 58 (2.68) | 140 (4.64) | 24 (4.06) | ||
| 161.747 | < 0.0001 | |||||
| Clerical or professional | 615 (39.68) | 675 (31.21) | 794 (26.33) | 108 (18.27) | ||
| Farmer or manual | 522 (33.68) | 922 (42.63) | 1431 (47.46) | 346 (58.54) | ||
| Others | 413 (26.65) | 566 (26.17) | 790 (26.20) | 137 (23.18) | ||
| 31.5785 | < 0.0001 | |||||
| < 1800 $ | 431 (27.81) | 622 (28.76) | 979 (32.47) | 237 (40.10) | ||
| 1800–3600 $ | 541 (34.90) | 780 (36.06) | 1069 (35.46) | 173 (29.27) | ||
| > 3600 $ | 578 (37.29) | 761 (35.18) | 967 (32.07) | 181 (30.63) | ||
| 266.911 | < 0.0001 | |||||
| Illiterate or elementary school | 519 (33.48) | 896 (41.42) | 1550 (51.41) | 375 (63.45) | ||
| Middle school | 334 (21.55) | 501 (23.16) | 627 (20.80) | 105 (17.77) | ||
| High school | 271 (17.48) | 330 (15.26) | 403 (13.37) | 60 (10.15) | ||
| College and above | 426 (27.48) | 436 (20.16) | 435 (14.43) | 51 (8.63) | ||
| 11.4011 | 0.0007 | |||||
| Never | 1022 (65.94) | 1450 (67.04) | 2058 (68.26) | 441 (74.62) | ||
| 1–3 times/week | 127 (8.19) | 187 (8.65) | 247 (8.19) | 31 (5.25) | ||
| 4–6 times/week | 134 (8.65) | 181 (8.37) | 284 (9.42) | 41 (6.94) | ||
| ≥ 7 times/week | 267 (17.23) | 345 (15.95) | 426 (14.13) | 78 (13.20) | ||
The mKMI, the Modified Kupperman Menopausal Index
SD, standard deviation; BMI, body mass index
Menstrual and reproductive history and other information of study population by the mKMI score
| The mKMI score | ||||||
|---|---|---|---|---|---|---|
| None (0–6) | Mild (7–14) | Moderate (15–30) | Severe (> 30) | Statistics | ||
| 36.0250 | < 0.0001 | |||||
| < 15 years | 678 (43.74) | 875 (40.45) | 1085 (35.99) | 196 (33.16) | ||
| ≥ 15 years | 872 (56.26) | 1288 (59.55) | 1930 (64.01) | 395 (66.84) | ||
| 15.5303 | < 0.0001 | |||||
| < 5 days | 680 (43.87) | 960 (44.38) | 1302 (43.18) | 227 (38.41) | ||
| 5–6 days | 608 (39.23) | 820 (37.91) | 1076 (35.69) | 212 (35.87) | ||
| ≥ 7 days | 262 (16.90) | 383 (17.71) | 637 (21.13) | 152 (25.72) | ||
| 16.5932 | < 0.0001 | |||||
| ≤ 28 days | 749 (48.32) | 1011 (46.74) | 1350 (44.78) | 224 (37.90) | ||
| > 28 days | 801 (51.68) | 1152 (53.26) | 1665 (55.22) | 367 (62.10) | ||
| 116.629 | < 0.0001 | |||||
| 0–1 | 326 (21.03) | 325 (15.03) | 348 (11.54) | 41 (6.94) | ||
| 2–3 | 1032 (66.58) | 1534 (70.92) | 2145 (71.14) | 414 (70.05) | ||
| > 3 | 192 (12.39) | 304 (14.05) | 522 (17.31) | 136 (23.01) | ||
| 99.9729 | < 0.0001 | |||||
| < 12 months | 715 (46.13) | 874 (40.41) | 1087 (36.05) | 166 (28.09) | ||
| 12 months | 453 (29.23) | 666 (30.79) | 906 (30.05) | 173 (29.27) | ||
| > 12 months | 382 (24.65) | 623 (28.80) | 1022 (33.90) | 252 (42.64) | ||
| 706.768 | < 0.0001 | |||||
| Premenopause | 1066 (68.77) | 1202 (55.57) | 1098 (36.42) | 106 (17.94) | ||
| Perimenopause | 282 (18.19) | 498 (23.02) | 887 (29.42) | 179 (30.29) | ||
| Postmenopause | 202 (13.03) | 463 (21.41) | 1030 (34.16) | 306 (51.78) | ||
| 14.1077 | 0.0002 | |||||
| No | 1477 (95.29) | 2048 (94.68) | 2809 (93.17) | 543 (91.88) | ||
| Yes | 73 (4.71) | 115 (5.32) | 206 (6.83) | 48 (8.12) | ||
| 62.4735 | < 0.0001 | |||||
| No | 1077 (69.48) | 1359 (62.83) | 1758 (58.31) | 329 (55.67) | ||
| Yes | 473 (30.52) | 804 (37.17) | 1257 (41.69) | 262 (44.33) | ||
| 0.0261 | 0.8716 | |||||
| No | 1154 (74.45) | 1548 (71.57) | 2193 (72.74) | 443 (74.96) | ||
| Yes | 396 (25.55) | 615 (28.43) | 822 (27.26) | 148 (25.04) | ||
| 289.862 | < 0.0001 | |||||
| No | 1461 (94.26) | 1930 (89.23) | 2454 (81.39) | 400 (67.68) | ||
| Yes | 89 (5.74) | 233 (10.77) | 561 (18.61) | 191 (32.32) | ||
MHT, Menopausal hormone therapy; The mKMI, the Modified Kupperman Menopausal Index
The effect of ethnic on menopausal symptom score, a cross-sectional study in China
| Factor (reference) | Probability of an event | Estimate | Standard error | Wald Chi-square | OR (95% CI) | |
|---|---|---|---|---|---|---|
| Ethnic (Han) | Pr (Severe) | 0.8271 | 0.1192 | 48.1804 | < 0.0001 | 2.29 (1.81–2.89) |
| Ethnic (Han) | Pr (≥ moderate) | 0.4379 | 0.0876 | 24.9741 | < 0.0001 | 1.55 (1.30–1.84) |
| Ethnic (Han) | Pr (≥ mild) | 0.1947 | 0.1086 | 3.2139 | 0.0730 | 1.21 (0.98–1.50) |
As ethnic does not satisfy the proportional odds assumption, we hereby creates different parameters for ethinic in each response function, that is, ethnic has unequal slopes across the response functions. OR: odds ratio; CI: confidence interval
Factors associated with menopausal symptom score, a cross-sectional study in China
| Factor (reference) | Levels | Estimate | Standard error | Wald Chi-square | OR (95% CI) | |
|---|---|---|---|---|---|---|
| Age | < 45 | 1.00 (Ref.) | ||||
| 45–50 | 0.2897 | 0.0543 | 28.5085 | < 0.0001 | 1.34 (1.20–1.49) | |
| ≥ 50 | 0.6419 | 0.0685 | 87.7373 | < 0.0001 | 1.90 (1.66–2.17) | |
| BMI | 0.0264 | 0.00824 | 10.2513 | 0.0014 | 1.03 (1.01–1.04) | |
| Marital status | Married | 1.00 (Ref.) | ||||
| Others | 0.3852 | 0.1183 | 10.5943 | 0.0011 | 1.47 (1.17–1.85) | |
| Occupation | Clerical or professional | 1.00 (Ref.) | ||||
| Farmer or manual | 0.0813 | 0.0718 | 1.2831 | 0.2573 | 1.08 (0.94–1.25) | |
| Others | 0.00385 | 0.0729 | 0.0028 | 0.9578 | 1.00 (0.87–1.16) | |
| Family income | < 1800 $ | 1.00 (Ref.) | ||||
| 1800–3600 $ | − 0.0651 | 0.0562 | 1.3416 | 0.2468 | 0.94 (0.84–1.05) | |
| > 3600 $ | − 0.1035 | 0.0590 | 3.0785 | 0.0793 | 0.90 (0.80–1.01) | |
| Education | Illiterate or elementary school | 1.00 (Ref.) | ||||
| Middle school | − 0.3388 | 0.0618 | 30.0884 | < 0.0001 | 0.71 (0.63–0.80) | |
| High school | − 0.5871 | 0.0775 | 57.3372 | < 0.0001 | 0.56 (0.48–0.65) | |
| College and above | − 0.8246 | 0.0901 | 83.7898 | < 0.0001 | 0.44 (0.37–0.52) | |
| Physical activity | Never | 1.00 (Ref.) | ||||
| 1–3 times/week | 0.1227 | 0.0836 | 2.1531 | 0.1423 | 1.13 (0.96–1.33) | |
| 4–6 times/week | 0.1773 | 0.0823 | 4.6377 | 0.0313 | 1.19 (1.02–1.40) | |
| ≥ 7 times/week | − 0.1533 | 0.0645 | 5.6500 | 0.0175 | 0.86 (0.76–0.97) | |
| Age at menarche | < 15 years | 1.00 (Ref.) | ||||
| ≥ 15 years | 0.00505 | 0.0471 | 0.0115 | 0.9146 | 1.01 (0.92–1.10) | |
| Duration of Menstruation | < 5 days | 1.00 (Ref.) | ||||
| 5–6 days | 0.0201 | 0.0496 | 0.1636 | 0.6858 | 1.02 (0.93–1.12) | |
| ≥ 7 days | 0.1768 | 0.0606 | 8.5210 | 0.0035 | 1.19 (1.06–1.34) | |
| Interval of Menstruation | ≤ 28 days | 1.00 (Ref.) | ||||
| > 28 days | 0.0153 | 0.0450 | 0.1160 | 0.7335 | 1.02 (0.93–1.11) | |
| Pregnancy time | 0–1 | 1.00 (Ref.) | ||||
| 2–3 | 0.1689 | 0.0670 | 6.3618 | 0.0117 | 1.18 (1.04–1.35) | |
| > 3 | 0.3814 | 0.0834 | 20.9303 | < 0.0001 | 1.46 (1.24–1.72) | |
| Duration of breastfeeding | < 12 months | 1.00 (Ref.) | ||||
| 12 months | 0.000538 | 0.0553 | 0.0001 | 0.9922 | 1.00 (0.90–1.12) | |
| > 12 months | 0.1316 | 0.0574 | 5.2595 | 0.0218 | 1.14 (1.02–1.28) | |
| Menopausal status | Premenopause | 1.00 (Ref.) | ||||
| Perimenopause | 0.7530 | 0.0563 | 178.7927 | < 0.0001 | 2.12 (1.90–2.37) | |
| Postmenopause | 0.9270 | 0.0662 | 196.0497 | < 0.0001 | 2.53 (2.22–2.88) | |
| Gynecological disease | − 0.3821 | 0.0470 | 66.0550 | < 0.0001 | 0.68 (0.62–0.75) | |
| Breast disease | − 0.2354 | 0.0534 | 19.4351 | < 0.0001 | 0.79 (0.71–0.88) | |
| Chronic disease | − 0.6737 | 0.0665 | 102.5331 | < 0.0001 | 0.51 (0.45–0.58) | |
| MHT (yes) | 0.3312 | 0.0964 | 11.8077 | 0.0006 | 1.39 (1.15–1.68) |
Factors in Table 5 satisfies the proportional odds assumption of ordinal logistic regression, then they have equal slopes across the response functions
BMI, body mass index; MHT, Menopausal hormone therapy; OR, odds ratio; CI, confidence interval; Ref, reference