| Literature DB >> 35886093 |
Abstract
This study was conducted to explore the relationship between anemia and falls in postmenopausal women. The relationships between energy, protein, iron, and vitamin C intake were also checked. The data of this study are a combination of data from the Korea National Health and Nutrition Examination Survey (KNHANES) collected from the KNHANES VI-2,3 (2014-2015) and VII-1,2,3 (2016-2018). Falls and anemia were compared according to the subjects' characteristics. Phi and Cramer's V coefficient were applied to find the strength of association. Energy, protein, iron, and vitamin C intake and anemia were investigated. The relationship between the status as anemic and the occurrence of falls was analyzed using binary logistic regression. Of the 6665 subjects, 274 had a fall, and 596 had anemia. If the energy intake did not meet the estimated energy requirements, the state of anemia was significantly higher with a weak association. When protein, iron, and vitamin C did not meet the recommended nutrient intake, the anemia state was considerably higher with a weak to moderate association. Postmenopausal women with anemia were more likely to fall than subjects without anemia (OR = 1.88, p = 0.003). Additionally, anemia was confirmed to be related to insufficient energy, protein, iron, and vitamin C intake.Entities:
Keywords: anemia; dietary iron; energy intake; fall; proteins; vitamin C
Mesh:
Substances:
Year: 2022 PMID: 35886093 PMCID: PMC9316311 DOI: 10.3390/ijerph19148242
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Selection of study subjects.
Fall experience and anemia according to the subjects’ characteristics.
| Variables | Category | Total | Fall Experience | Anemia | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Unweighted n (Total) | Unweighted n (Weighted %) | Rao-Scott χ2 (df) |
| Phi (φ)/ | Unweighted n (Weighted %) | Rao-Scott χ2 (df) |
| Phi (φ)/ | ||
| Age (year) | >64 | 3573 | 120 (3.4) | 6.25 | 0.100 | 194 (5.6) | 161.42 | <0.001 | 0.270 | |
| 65–69 | 1066 | 61 (5.2) | (3) | 92 (9.1) | (3) | |||||
| 70–74 | 890 | 42 (4.4) | 111 (12.6) | |||||||
| 75–79 | 1136 | 51 (4.0) | 199 (18.0) | |||||||
| Education | ≥College | 815 | 24 (3.0) | 1.38 | 0.501 | 47 (5.3) | 29.55 | <0.001 | 0.094 | |
| High school | 1591 | 59 (3.8) | 95 (6.5) | (2) | ||||||
| ≤Middle school | 4259 | 191 (4.0) | 454 (10.6) | |||||||
| Type of family | Living alone | 1271 | 75 (5.3) | 7.32 (1) | 0.007 | 0.033 | 151 (11.7) | 10.60 | 0.001 | 0.033 |
| Living with someone | 5394 | 199 (3.6) | 445 (8.2) | |||||||
| Residential area | Urban area | 5173 | 214 (3.8) | 0.02 | 0.900 | 442 (8.3) | 5.06 | 0.025 | 0.002 | |
| Rural area | 1492 | 60 (3.9) | 154 (10.8) | |||||||
| Economic activity | Inactive | 3768 | 178 (4.3) | 3.92 | 0.048 | 0.024 | 398 (10.3) | 17.41 | <0.001 | 0.024 |
| Active | 2897 | 96 (3.2) | (1) | 198 (6.9) | (1) | |||||
| Household income | High | 2862 | 98 (3.5) | 1.68 | 0.194 | 187 (6.5) | 33.65 | <0.001 | 0.016 | |
| Low | 3803 | 176 (4.2) | 409 (10.8) | (1) | ||||||
| High-risk drinking | No | 6510 | 267 (3.8) | 0 | 0.989 | 589 (8.9) | 3.65 | 0.056 | ||
| Yes | 155 | 7 (3.8) | 7 (4.1) | |||||||
| Present smoker | No | 6456 | 265 (3.8) | 0.39 | 0.530 | 581 (9.0) | 1.32 | 0.250 | ||
| Yes | 209 | 9 (4.8) | 15 (7.2) | |||||||
| Aerobic physical activity | No | 4179 | 177 (4.0) | 0.37 | 0.543 | 420 (9.9) | 10.89 | 0.001 | 0.007 | |
| Yes | 2486 | 97 (3.6) | 176 (7.0) | |||||||
| Having chronic disease | No | 1858 | 68 (3.4) | 1.44 | 0.231 | 89 (5.0) | 35.99 | <0.001 | 0.015 | |
| Yes | 4807 | 206 (4.1) | 507 (10.4) | (1) | ||||||
| BMI (kg/m2) | <18.5 | 136 | 5 (2.6) | 4.43 | 0.109 | 13 (9.9) | 5.59 | 0.061 | ||
| 18.5–24.9 | 4068 | 157 (3.5) | 390 (9.4) | |||||||
| ≥25 | 2461 | 112 (4.5) | 193 (7.5) | |||||||
Note: df = degrees of freedom; * = mean ± standard deviation.
Anemia status according to estimated energy requirements (EER) and recommended nutrient intake (RNI).
| Variables | Category | No Anemia | Anemia | Rao–Scott χ2 (df) |
| |
|---|---|---|---|---|---|---|
| Unweighted n (Weighted %) | Unweighted n (Weighted %) | Phi (φ) | ||||
| Energy | Meets EER standards | 2566 (92.5) | 214 (7.5) | 7.13 (1) | 0.008 | 0.033 |
| Below EER | 3503 (90.3) | 382 (9.7) | ||||
| Protein | Meets RNI standards | 2974 (92.8) | 230 (7.2) | 13.93 (1) | <0.001 | 0.046 |
| Below RNI | 3095 (89.7) | 366 (10.3) | ||||
| Iron | Meets RNI standards | 4699 (92.2) | 411 (7.8) | 17.34 (1) | <0.001 | 0.051 |
| Below RNI | 1370 (88.0) | 185 (12.0) | ||||
| Vitamin C | Meets RNI standards | 1940 (93.4) | 133 (6.6) | 12.17 (1) | 0.001 | 0.043 |
| Below RNI | 4129 (90.2) | 463 (9.8) |
Note: df = degrees of freedom.
Energy and nutrient intake amount by anemic status.
| Energy and Nutrient | No Anemia | Anemia |
|
| Cohen’s |
|---|---|---|---|---|---|
| Mean ± SD | Mean ± SD | ||||
| Energy (kcal/day) | 1598.16 ± 9.80 | 1518.54 ± 28.21 | 2.63 | 0.009 | 0.064 |
| Protein (g/day) | 53.71 ± 0.42 | 51.12 ± 1.32 | 1.88 | 0.060 | 0.046 |
| Iron (g/day) | 13.54 ± 0.17 | 12.20 ± 0.33 | 3.63 | <0.001 | 0.089 |
| Vitamin C (mg/day) | 98.09 ± 2.38 | 81.42 ± 5.47 | 2.93 | 0.004 | 0.072 |
Factors related to fall experience.
| Model | Reference Category | Category | OR (95% CI) |
|
|---|---|---|---|---|
| Unadjusted | Anemia (Ref: no) | Yes | 1.89 (1.27~2.81) | 0.002 |
| Age-adjusted | Age (Ref: under 64) | 65–69 | 1.52 (1.06~2.18) | 0.025 |
| 70–74 | 1.23 (0.79~1.90) | 0.356 | ||
| 75–79 | 1.07 (0.72~1.60) | 0.729 | ||
| Anemia (Ref: no anemia) | Anemia | 1.84 (1.23~2.77) | 0.003 | |
| Fully adjusted | Age (Ref: under 64) | 65–69 | 1.36 (0.91~2.02) | 0.131 |
| 70–74 | 1.02 (0.63~1.66) | 0.934 | ||
| 75–79 | 0.84 (0.52~1.37) | 0.494 | ||
| Education (Ref: ≤middle school) | ≥College | 0.90 (0.51~1.58) | 0.716 | |
| High school | 1.11 (0.74~1.67) | 0.614 | ||
| Type of family (Ref: living alone) | Living with someone | 0.69 (0.50~0.94) | 0.020 | |
| Residential area (Ref: urban area) | Rural area | 1.01 (0.71~1.44) | 0.938 | |
| Economic activity (Ref: inactive) | Active | 0.78 (0.56~1.08) | 0.134 | |
| Household income (Ref: high) | Low | 1.01 (0.71~1.44) | 0.954 | |
| High-risk drinking (Ref: no) | Yes | 0.98 (0.40~2.43) | 0.971 | |
| Present smoking (Ref: no) | Yes | 1.24 (0.53~2.92) | 0.615 | |
| Aerobic physical activity (Ref: no) | Yes | 0.96 (0.70~1.32) | 0.815 | |
| Having chronic disease (Ref: no) | Yes | 1.03 (0.70~1.52) | 0.880 | |
| BMI (Ref: 18.5–24.9) | <18.5 | 0.72 (0.28~1.83) | 0.483 | |
| ≥25 | 1.28 (0.95~1.73) | 0.109 | ||
| Anemia (Ref: no anemia) | Anemia | 1.88 (1.24~2.84) | 0.003 |
Note: OR = odds ratio.