Evidence map›Paper›PMID 39815223›Full record

ArticleBMC public health2025

Socioeconomic and behavioural factors that contribute to the co-occurrence of risk factors for noncommunicable diseases.

Naftal Sakaria, Nelago Indongo

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

2 authors.

Naftal SakariaUniversity of Namibia, Windhoek, Namibia. naftalsackaria@gmail.com.
Nelago IndongoUniversity of Namibia, Windhoek, Namibia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

It is observed that the global burden of diseases had shifted from infectious diseases to Non-Communicable Diseases (NCDs), with an accumulative trend in developing countries. NCDs share key modifiable behavioral risk factors like unhealthy diet and lack of physical activity that are typically established during adolescence or young adulthood and will set the stage for NCDs development later in life. Therefore, this paper aimed to explore factors contributing to the co-occurrence of risk factors for NCDs among persons aged 30 years and above in selected urban areas of Namibia. Specifically, the paper focused on examining the social, economic and behavior characteristics of people living with NCDs and how they contribute to the relative risk of the co-occurrence of NCDs. The study is based on secondary data and analysis is based on a total sample of 1527 which was successfully interviewed. The dependent variable was co-occurrence of NCD risk factors per respondent with the following groups: No co-occurrence, at most two risk factors, 3-4 risk factors, and 5-6 risk factors. The risk factors included excessive alcohol consumption, smoking of tobacco, insufficient physical activeness, insufficient intake of fruits, and insufficient intake of vegetable and unhealthy dietary pattern. Descriptive statistics were obtained using frequencies and averages. Pearson Chi-square was used to assess the association between co-occurrence of risk factors and socio-economic and behavioural variables using cross-tabulation. A multinomial regression model was also used to predict the effects of factors contributing to the co-occurrence of risk factors. The significance of variables was tested using 5% level. The results showed that overall, co-occurrence of risks was more prevalent among respondents with HBP than those with diabetes or HRD. Notably, age and education level positively contribute to co-occurrence of risk factors of NCDs. Increased co-occurrence of risks was also relatively high among respondents with NCD who did not take medication and those who did not go for follow up. The paper concluded that taking medication, regular check-up and following healthy diet significantly reduce the risk of co-occurrence of NCD risk factors. The study recommends for infrastructural developments in urban areas that promotes health lifestyles including provision for cycling, walking paths and participation in urban agriculture.

Indexed as

Health BehaviorNoncommunicable DiseasesAdultAgedDietFemaleHumansMaleMiddle AgedNamibiaRisk FactorsSocioeconomic FactorsUrban PopulationCo-occurrenceNamibiaNon-communicable diseasesRisk factorsUrban

Identifiers

PMID39815223
PMCPMC11734560

What OpenQuestion holds

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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.