Evidence map›Paper›PMID 35134088›Full record

ArticlePloS one2022

Socio-demographic factors associated with early antenatal care visits among pregnant women in Malawi: 2004-2016.

Wingston Felix Ng'ambi, Joseph H Collins, Tim Colbourn, Tara Mangal, Andrew Phillips, Fannie Kachale, Joseph Mfutso-Bengo, Paul Revill, Timothy B Hallett

Abstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed.

  1. Socioeconomic and Geographical Analysis on Antenatal Care Visits in Indonesia: A Cross-sectional Study.International journal of community based nursing and midwifery · 2026
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  12. Factors Associated with Late Antenatal Initiation among Women in Malawi.International journal of environmental research and public health · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Wingston Felix Ng'ambiHealth Economics and Policy Unit, Kamuzu University of Health Sciences, Lilongwe, Malawi.ORCID 0000-0003-3967-905X
Joseph H CollinsInstitute for Global Health, University College London, London, United Kingdom.
Tim ColbournInstitute for Global Health, University College London, London, United Kingdom.
Tara MangalMRC Centre for Global Infectious Disease Analysis, Imperial College London, London, United Kingdom.
Andrew PhillipsInstitute for Global Health, University College London, London, United Kingdom.
Fannie KachaleMinistry of Health, Reproductive Health Directorate, Lilongwe, Malawi.
Joseph Mfutso-BengoHealth Economics and Policy Unit, Kamuzu University of Health Sciences, Lilongwe, Malawi.
Paul RevillCentre for Health Economics, University of York, York, United Kingdom.ORCID 0000-0001-8632-0600
Timothy B HallettMRC Centre for Global Infectious Disease Analysis, Imperial College London, London, United Kingdom.

Funding

Medical Research Council MR/P028004/1Medical Research Council MR/R015600/1
6 · The paper itself

Abstract

introductionIn 2016, the WHO published recommendations increasing the number of recommended antenatal care (ANC) visits per pregnancy from four to eight. Prior to the implementation of this policy, coverage of four ANC visits has been suboptimal in many low-income settings. In this study we explore socio-demographic factors associated with early initiation of first ANC contact and attending at least four ANC visits ("ANC4+") in Malawi using the Malawi Demographic and Health Survey (MDHS) data collected between 2004 and 2016, prior to the implementation of new recommendations.

methodsWe combined data from the 2004-5, 2010 and 2015-16 MDHS using Stata version 16. Participants included all women surveyed between the ages of 15-49 who had given birth in the five years preceding the survey. We conducted weighted univariate, bivariate and multivariable logistic regression analysis of the effects of each of the predictor variables on the binary endpoint of the woman attending at least four ANC visits and having the first ANC attendance within or before the four months of pregnancy (ANC4+). To determine whether a factor was included in the model, the likelihood ratio test was used with a statistical significance of P< 0.05 as the threshold.

resultsWe evaluated data collected in surveys in 2004/5, 2010 and 2015/6 from 26386 women who had given birth in the five years before being surveyed. The median gestational age, in months, at the time of presenting for the first ANC visit was 5 (inter quartile range: 4-6). The proportion of women initiating ANC4+ increased from 21.3% in 2004-5 to 38.8% in 2015-16. From multivariate analysis, there was increasing trend in ANC4+ from women aged 20-24 years (adjusted odds ratio (aOR) = 1.27, 95%CI:1.05-1.53, P = 0.01) to women aged 45-49 years (aOR = 1.91, 95%CI:1.18-3.09, P = 0.008) compared to those aged 15-19 years. Women from richest socio-economic position ((aOR = 1.32, 95%CI:1.12-1.58, P<0.001) were more likely to demonstrate ANC4+ than those from low socio-economic position. Additionally, women who had completed secondary (aOR = 1.24, 95%CI:1.02-1.51, P = 0.03) and tertiary (aOR = 2.64, 95%CI:1.65-4.22, P<0.001) education were more likely to report having ANC4+ than those with no formal education. Conversely increasing parity was associated with a reduction in likelihood of ANC4+ with women who had previously delivered 2-3 (aOR = 0.74, 95%CI:0.63-0.86, P<0.001), 4-5 (aOR = 0.65, 95%CI:0.53-0.80, P<0.001) or greater than 6 (aOR = 0.61, 95%CI: 0.47-0.79, <0.001) children being less likely to demonstrate ANC4+.

conclusionThe proportion of women reporting ANC4+ and of key ANC interventions in Malawi have increased significantly since 2004. However, we found that most women did not access the recommended number of ANC visits in Malawi, prior to the 2016 WHO policy change which may mean that women are less likely to undertake the 2016 WHO recommendation of 8 contacts per pregnancy. Additionally, our results highlighted significant variation in coverage according to key socio-demographic variables which should be considered when devising national strategies to ensure that all women access the appropriate frequency of ANC visits during their pregnancy.

Indexed as

AdolescentAdultDemographyEducational StatusFemaleHumansMalawiMiddle AgedPatient Acceptance of Health CarePregnancyPregnant PeoplePrenatal CareSociodemographic FactorsSocioeconomic FactorsYoung Adult

Identifiers

PMID35134088
PMCPMC8824333

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.