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Spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia: a spatial and multilevel analysis.
Arch Public Health. 2021 Aug 10; 79(1):143.AP

Abstract

BACKGROUND

Maternal anemia continues as a global public health concern particularly in developing countries including Ethiopia. It is associated with an increased risk of maternal death, obstetric complications, preterm birth, and low birth weight. Even though maternal anemia is the commonest problem in Ethiopia, there is limited evidence on the spatial distribution and determinants of iron supplementation. Therefore, this study aimed to investigate the spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia.

METHOD

A secondary data analysis was conducted based on the 2016 Ethiopian Demographic and Health Survey (EDHS) data. A total weighted sample of 7589 women was included for analysis. For the spatial analysis; ArcGIS version 10.6, and SaT Scan version 9.6 statistical software were employed to explore the spatial distribution, and to identify significant hotspot areas of iron supplementation in Ethiopia. For the determinant factors, multilevel logistic regression analysis was fitted to identify significant individual and community level determinants of iron supplementation. Deviance, Median Odds Ratio (MOR), and Intra-class Correlation Coefficient (ICC) were used for model comparison and for assessing model fitness. Variables with a p-value of less than 0.2 in the bivariable analysis were considered in the multivariable multilevel analysis. In the multivariable multilevel analysis, the Adjusted Odds Ratio (AOR) with 95% Confidence Interval (CI) was used to declare significant determinants of iron supplementation.

RESULTS

The spatial distribution of iron supplementation was significantly varied across the country with Global Moran's index value of 0.3 (p < 0.001). The SaTScan analysis identified a total of 271 significant clusters, of these 89 clusters were primary clusters located in the Southwest Somali and Central Oromia regions (LLR = 66.69, P < 0.001, RR = 1.35). ANC visit (AOR = 3.66, 95%CI: 3.21, 417), community education [AOR = 1.31, 95%CI, 1.07, 1.59), media exposure (AOR = 1.33, 95%CI: 1.15, 1.53), distance to health facility (AOR = 1.32, 95%CI: 1.16, 1.50), region and household wealth index were statistically significant determinant factors of iron supplementation.

CONCLUSION

Iron supplementation among pregnant women were significantly varied across the country. Therefore, the finding of this study could help to design effective public health interventions targeting areas with low iron supplementation and maternal health services should be delivered in all areas of our country. Besides, public health programs should enhance iron supplementation through promoting ANC visits, media exposure, and giving special emphasis to marginalized and remote areas.

Authors+Show Affiliations

School of Nursing, College of Medicine and Health Sciences and Comprehensive specialized hospital, University of Gondar, Gondar, Ethiopia. Chilotdesta@gmail.com.Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia. Department of Physiology, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.

Pub Type(s)

Journal Article

Language

eng

PubMed ID

34376252

Citation

Agegnehu, Chilot Desta, et al. "Spatial Distribution and Determinants of Iron Supplementation Among Pregnant Women in Ethiopia: a Spatial and Multilevel Analysis." Archives of Public Health = Archives Belges De Sante Publique, vol. 79, no. 1, 2021, p. 143.
Agegnehu CD, Tesema GA, Teshale AB, et al. Spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia: a spatial and multilevel analysis. Arch Public Health. 2021;79(1):143.
Agegnehu, C. D., Tesema, G. A., Teshale, A. B., Alem, A. Z., Yeshaw, Y., Kebede, S. A., & Liyew, A. M. (2021). Spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia: a spatial and multilevel analysis. Archives of Public Health = Archives Belges De Sante Publique, 79(1), 143. https://doi.org/10.1186/s13690-021-00669-2
Agegnehu CD, et al. Spatial Distribution and Determinants of Iron Supplementation Among Pregnant Women in Ethiopia: a Spatial and Multilevel Analysis. Arch Public Health. 2021 Aug 10;79(1):143. PubMed PMID: 34376252.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia: a spatial and multilevel analysis. AU - Agegnehu,Chilot Desta, AU - Tesema,Getayeneh Antehunegn, AU - Teshale,Achamyeleh Birhanu, AU - Alem,Adugnaw Zeleke, AU - Yeshaw,Yigizie, AU - Kebede,Sewnet Adem, AU - Liyew,Alemneh Mekuriaw, Y1 - 2021/08/10/ PY - 2020/07/24/received PY - 2021/08/03/accepted PY - 2021/8/11/entrez PY - 2021/8/12/pubmed PY - 2021/8/12/medline KW - Community level KW - Ethiopia KW - Individual level KW - Iron supplementation KW - Multilevel analysis KW - Spatial analysis SP - 143 EP - 143 JF - Archives of public health = Archives belges de sante publique JO - Arch Public Health VL - 79 IS - 1 N2 - BACKGROUND: Maternal anemia continues as a global public health concern particularly in developing countries including Ethiopia. It is associated with an increased risk of maternal death, obstetric complications, preterm birth, and low birth weight. Even though maternal anemia is the commonest problem in Ethiopia, there is limited evidence on the spatial distribution and determinants of iron supplementation. Therefore, this study aimed to investigate the spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia. METHOD: A secondary data analysis was conducted based on the 2016 Ethiopian Demographic and Health Survey (EDHS) data. A total weighted sample of 7589 women was included for analysis. For the spatial analysis; ArcGIS version 10.6, and SaT Scan version 9.6 statistical software were employed to explore the spatial distribution, and to identify significant hotspot areas of iron supplementation in Ethiopia. For the determinant factors, multilevel logistic regression analysis was fitted to identify significant individual and community level determinants of iron supplementation. Deviance, Median Odds Ratio (MOR), and Intra-class Correlation Coefficient (ICC) were used for model comparison and for assessing model fitness. Variables with a p-value of less than 0.2 in the bivariable analysis were considered in the multivariable multilevel analysis. In the multivariable multilevel analysis, the Adjusted Odds Ratio (AOR) with 95% Confidence Interval (CI) was used to declare significant determinants of iron supplementation. RESULTS: The spatial distribution of iron supplementation was significantly varied across the country with Global Moran's index value of 0.3 (p < 0.001). The SaTScan analysis identified a total of 271 significant clusters, of these 89 clusters were primary clusters located in the Southwest Somali and Central Oromia regions (LLR = 66.69, P < 0.001, RR = 1.35). ANC visit (AOR = 3.66, 95%CI: 3.21, 417), community education [AOR = 1.31, 95%CI, 1.07, 1.59), media exposure (AOR = 1.33, 95%CI: 1.15, 1.53), distance to health facility (AOR = 1.32, 95%CI: 1.16, 1.50), region and household wealth index were statistically significant determinant factors of iron supplementation. CONCLUSION: Iron supplementation among pregnant women were significantly varied across the country. Therefore, the finding of this study could help to design effective public health interventions targeting areas with low iron supplementation and maternal health services should be delivered in all areas of our country. Besides, public health programs should enhance iron supplementation through promoting ANC visits, media exposure, and giving special emphasis to marginalized and remote areas. SN - 0778-7367 UR - https://www.unboundmedicine.com/medline/citation/34376252/Spatial_distribution_and_determinants_of_iron_supplementation_among_pregnant_women_in_Ethiopia:_a_spatial_and_multilevel_analysis_ DB - PRIME DP - Unbound Medicine ER -
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