Nutritional Status and Anemia-Related Knowledge as Correlates of Maternal Hemoglobin Concentration: A Cross-Sectional Study Among Third-Trimester Pregnant Women

Authors

  • Dwi Kurnia Purnama Sari Institut Ilmu Kesehatan Nahdlatul Ulama Tuban
  • Munir Institut Ilmu KEsehatan Nahdlatul Ulama Tuban

DOI:

https://doi.org/10.22487/thxfnc39

Keywords:

anthropometric assessment-, health literacy- , anemia-related knowledge, maternal nutrition, pregnancy

Abstract

Maternal anemia continues to pose substantial public health challenges in Indonesia, with consequences extending to pregnancy outcomes and child development. Mid-upper arm circumference (MUAC) offers a practical nutritional assessment in resource-limited settings, while anemia-related knowledge represents the cognitive dimension of maternal health literacy relevant to preventive behaviors. This study examined the relationships of maternal nutritional status measured through MUAC and anemia-related knowledge with hemoglobin concentrations among third-trimester pregnant women in rural Indonesia. A cross-sectional analytical study was conducted from May to August 2024 at Palang Health Center, Tuban Regency. Through purposive sampling, 232 third-trimester pregnant women were recruited. Data collection involved MUAC measurements using standardized tape, hemoglobin assessment via digital hemoglobinometer, and a validated 20-item anemia knowledge questionnaire. Statistical analyses included descriptive statistics, Chi-square tests, and multiple linear regression at α=0.05. Anemia prevalence was 37.9%. Significant associations were observed between nutritional status and anemia status (p<0.001) and between anemia-related knowledge and anemia status (p<0.001). Women with MUAC below 23.5 cm had a higher anemia prevalence (78.2%) than those with adequate MUAC (17.5%); women with poor knowledge had an anemia prevalence of 87.5% versus 20.0% among those with good knowledge. In the linear regression model, each 1-cm increase in MUAC was associated with a 0.112 g/dL higher hemoglobin concentration (B=0.112, p<0.001), and each one-point increase in knowledge score was associated with a 0.286 g/dL higher hemoglobin concentration (B=0.286, p=0.002). The model explained 41.2% of hemoglobin variance (R²=0.412). MUAC and anemia-related knowledge are significant correlates of hemoglobin levels in late pregnancy. Comprehensive anemia prevention strategies may integrate anthropometric screening, individualized nutritional counseling, structured anemia education, and promotion of locally accessible iron-rich foods.

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References

1. Abu-Baker NN, Eyadat AM, Khamaiseh AM. The impact of nutrition education on knowledge, attitude, and practice regarding iron deficiency anemia among female adolescent students in Jordan. Heliyon. 2021;7(2):e06348. doi:10.1016/j.heliyon.2021.e06348.

2. Camporeale M, Clemente F, Dimauro G, Lomonte N, Maglietta R, Pasciolla C, et al. Highly reliable personalized noninvasive hemoglobin estimation by using vision transformers and dual fine-tuning. Comput Biol Med. 2025;197:111026. doi:10.1016/j.compbiomed.2025.111026.

3. Deng Y, Steenland K, Sinharoy SS, Peel JL, Ye W, Pillarisetti A, et al. Association of household air pollution exposure and anemia among pregnant women: analysis of baseline data from household air pollution intervention network (HAPIN) trial. Environ Res. 2024;190:116214.

4. Ding N, Ma Y, Guo P, Wang T, Liu L, Wang J, et al. Reticulocyte hemoglobin content associated with the risk of iron deficiency anemia. Heliyon. 2024;10(3):e25409. doi:10.1016/j.heliyon.2024.e25409.

5. El-Kholy AA, El Kholy EA, Abdulaziz Al Abdulathim M, Hassan Abdou A, Ahmed Dafaalla Karar H, Abdelrhim Bushara M, et al. Prevalence and associated factors of anemia among pregnant women and the impact of clinical pharmacist counseling on their awareness level: a cross-sectional study. Saudi Pharm J. 2023;31(8):101699. doi:10.1016/j.jsps.2023.101699.

6. Fernando L, Furtado V, Pereira W, Jordania V, Rabelo L. Hookworm infection as a model for deepen knowledge of iron metabolism and erythropoiesis in anemia. Cytokine. 2024;177:156559. doi:10.1016/j.cyto.2024.156559.

7. Goh YE, Das R, Duggal M, Jamwal M, Manger MS, Brar GK, et al. Sociodemographic factors associated with anemia among non-pregnant women of reproductive age in Punjab, India. Curr Dev Nutr. 2024;8:102946. doi:10.1016/j.cdnut.2024.102946.

8. Guo Z, Tian H, Zhang X, Zhang D, Wang Z, Wang K, et al. Effect of anemia and erythrocyte indices on hemoglobin A1c levels among pregnant women. Clin Chim Acta. 2022;534:1-5. doi:10.1016/j.cca.2022.07.002.

9. Hassan A, Joho AA. Prevalence of anaemia and caregivers' knowledge, practice and attitude towards its prevention among under-fives in Zanzibar, Tanzania: a cross-sectional study. Int J Afr Nurs Sci. 2022;16:100416. doi:10.1016/j.ijans.2022.100416.

10. Hayashi I, Sakane N, Suganuma A, Nagai N. Association of a pro-inflammatory diet and gestational diabetes mellitus with maternal anemia and hemoglobin levels during pregnancy: a prospective observational case-control study. Nutr Res. 2023;115:38-46. doi:10.1016/j.nutres.2023.05.003.

11. Karakochuk CD, Dary O, Flores-Urrutia MC, Garcia-Casal MN, Hayashi C, Jefferds MED, et al. Emerging evidence and critical issues with the use of single-drop capillary blood for the measurement of hemoglobin concentration in population-level anemia surveys. Adv Nutr. 2024;15(10):100290. doi:10.1016/j.advnut.2024.100290.

12. Kirthan JPA, Somannavar MS, George N. Efficacy of iron treatments on hemoglobin and ferritin levels in iron deficient pregnant women: systematic review and meta-analysis. Clin Epidemiol Glob Health. 2023;23:101375. doi:10.1016/j.cegh.2023.101375.

13. Li C, Rojhani A. Knowledge of anemia and iron rich food sources and blood hemoglobin levels of racially diverse pregnant women participating in the WIC program. J Nutr Educ Behav. 2017;49(7 Suppl):S56-S57. doi:10.1016/j.jneb.2017.05.272.

14. Michael M, Erick D, Raymond R, Basit A, Tavengana G, Ranjan M. Anaemia in pregnancy across Tanzania: a comprehensive review of prevalence, risk factors, and birth outcomes. Clin Epidemiol Glob Health. 2025;36:102219. doi:10.1016/j.cegh.2025.102219.

15. Nadhiroh SR, Hasugian AR, Nurhayati, Muthiah, Putri ANPA. Model development for anemia prediction in pregnancy. Clin Epidemiol Glob Health. 2024;28:101654. doi:10.1016/j.cegh.2024.101654.

16. Olga L, Sovio U, Wong H, Smith GCS, Aiken CEM. Association between maternal hemoglobin concentration and educational attainment in mid-childhood in a high-resource obstetric setting: a prospective cohort study. Am J Obstet Gynecol MFM. 2024;6(5):101357. doi:10.1016/j.ajogmf.2024.101357.

17. Poudel A, Mubashir A, Vijaya N. Impact of nutritional education on knowledge, attitude and practice regarding anemia among school children in Belgaum, India. Glob Health J. 2022;6(2):91-94. doi:10.1016/j.glohj.2022.04.001.

18. Quezada-Pinedo HG, Jaddoe V, Gaillard R, Duijts L, Van Rijn B, Reiss IKM, et al. Maternal hemoglobin and iron status in early pregnancy and childhood cardiac outcomes. Clin Nutr. 2024;43(9):1997-2004. doi:10.1016/j.clnu.2024.07.009.

19. Subba SS, Araveti S. Knowledge, attitudes, and practices related to iron deficiency anemia and probiotics among adolescent girls in Anantapur, India: a QIDAP-guided cross-sectional study. Food Humanit. 2025;4:100551. doi:10.1016/j.foohum.2025.100551.

20. Sundari S, Husnah N, Sharief SA, Alwi MA. Association between tea-drinking habits and anemia on pregnant women in Makassar, Indonesia. Women Midwives Midwifery. 2021;1(3):30-38. doi:10.36749/wmm.1.3.30-38.2021.

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Published

2026-08-30

How to Cite

Nutritional Status and Anemia-Related Knowledge as Correlates of Maternal Hemoglobin Concentration: A Cross-Sectional Study Among Third-Trimester Pregnant Women. (2026). Preventif : Jurnal Kesehatan Masyarakat, 17(2), 246-263. https://doi.org/10.22487/thxfnc39

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