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Geographical weighted regression analysis of delayed antenatal care initiation and its factors among all reproductive-aged women in Ethiopia, 2016

Overview of attention for article published in Contraception and Reproductive Medicine, November 2022
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Title
Geographical weighted regression analysis of delayed antenatal care initiation and its factors among all reproductive-aged women in Ethiopia, 2016
Published in
Contraception and Reproductive Medicine, November 2022
DOI 10.1186/s40834-022-00190-z
Pubmed ID
Authors

Abiyu Abadi Tareke, Kassahun Dessie Gashu, Berhanu Fikadie Endehabtu

Abstract

Delayed antenatal care is when the first visit is carried out after 12 gestational weeks. Despite the fact that many studies have been conducted on antenatal care initiation, little attention has been paid to its spatial pattern. Therefore, this study examine geographical weighted regression analysis of delayed antenatal care initiation and its factors among all reproductive-aged women in Ethiopia. To assess geographical weighted regression analysis of delayed antenatal care initiation and its factors among all reproductive-aged women in Ethiopia, 2016. This study was grounded on the 2016 Ethiopian Demographic Health Survey. It incorporated extracted sample size of 4740 (weighted) reproductive-aged women. ArcGIS version 10.8 and SaTScan™ version 9.7 software were employed to investigate geographic information. To distinguish factors associated with hotspot areas, local and global models were fitted. the geographic pattern of Delayed antenatal care initiation was clustered (Moran's I = 0.38, p < 0.001). Kuldorff's spatial scan statistics discovered three significant clusters. The most likely cluster (LLR = 66.13, p < 0.001) was situated at the zones of SNNP and Oromia regions. In the local model, being uneducated, being poor wealth, having an unwanted pregnancy, and having higher birth order were factors associated with spatial variation of delayed antenatal care. The spatial pattern of delayed antenatal care in Ethiopia is clustered. Maternal education, wealth status, pregnancy desirability, and birth order were predictor variables of spatial variation of delayed antenatal care. Therefore, designing a hotspot area-based interventional plan could help to improve early ANC initiation.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 2 25%
Student > Ph. D. Student 1 13%
Professor > Associate Professor 1 13%
Unknown 4 50%
Readers by discipline Count As %
Unspecified 2 25%
Environmental Science 1 13%
Nursing and Health Professions 1 13%
Unknown 4 50%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 06 November 2022.
All research outputs
#20,490,417
of 23,053,169 outputs
Outputs from Contraception and Reproductive Medicine
#78
of 88 outputs
Outputs of similar age
#350,302
of 440,781 outputs
Outputs of similar age from Contraception and Reproductive Medicine
#3
of 5 outputs
Altmetric has tracked 23,053,169 research outputs across all sources so far. This one is in the 1st percentile – i.e., 1% of other outputs scored the same or lower than it.
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