Evidence map›Paper›PMID 33707960›Full record

ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2021

Prevalence and Correlates of Cardio-Metabolic Risk Factors Among Regular Street Food Consumers in Dar es Salaam, Tanzania.

Gibson B Kagaruki, Michael J Mahande, Godfather D Kimaro, Esther S Ngadaya, Mary Mayige T, Majige Selemani, Lindsay M Jaacks, Shabbar Jaffar, Sayoki G Mfinanaga, Bassirou Bonfoh

Open access · goldAbstract read
In one paragraph

Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 2 pooled it
2.2field-weighted citation impact, top 13% of its field
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

8 citing papers in PubMed, 2 syntheses or guidelines pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Impact of Street Food Availability on Nutritional Intake and Diet-Related Health Outcomes: A Systematic Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Pooled it
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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

10 authors at 6 institutions in 3 countries.

Gibson B KagarukiResearch Programs, National Institute for Medical Research, Tukuyu Medical Research Centre, Mbeya, Tanzania.ORCID 0000-0001-8155-5144
Michael J MahandeEpidemiology & Biostatistics, Institute of Public Health, Kilimanjaro Christian Medical University College, Moshi, Tanzania.ORCID 0000-0002-7750-7657
Godfather D KimaroResearch Programs, National Institute for Medical Research, Muhimbili Centre, Dar es Salaam, Tanzania.ORCID 0000-0002-7791-5167
Esther S NgadayaResearch Programs, National Institute for Medical Research, Muhimbili Centre, Dar es Salaam, Tanzania.ORCID 0000-0003-4540-5637
Mary Mayige TResearch Programs, National Institute for Medical Research, Headquarters, Dar es Salaam, Tanzania.ORCID 0000-0003-4861-7870
Majige SelemaniEastern Africa Statistical Training Centre, Graduate Studies, Dar es Salaam, Tanzania.
Lindsay M JaacksGlobal Academy of Agriculture and Food Security, The University of Edinburgh, Midlothian, UK.ORCID 0000-0002-7791-5167
Shabbar JaffarInternational Public Health, Liverpool School of Tropical Medicine, Liverpool, Merseyside, UK.
Sayoki G MfinanagaResearch Programs, National Institute for Medical Research, Muhimbili Centre, Dar es Salaam, Tanzania.ORCID 0000-0001-9067-2684
Bassirou BonfohPublic Health Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania.ORCID 0000-0003-4190-8202
National Institute for Medical Research · TZKilimanjaro Christian Medical Centre · TZMuhimbili University of Health and Allied Sciences · TZEast, Central and Southern Africa Health Community · TZLiverpool School of Tropical Medicine · GBUniversity of Edinburgh · GB

Funding

EPA EP-C-15-008Wellcome Trust
6 · The paper itself

Abstract

backgroundRegular street food consumers (RSFCs) in Africa are at an increased risk of unhealthy eating practices, which have been associated with intermediate risk factors of cardio-metabolic diseases. However, knowledge of the magnitude and correlates of these risk factors is limited in Tanzania. This study aimed to fill this gap using data collected from RSFCs in Dar es Salaam, the largest city in Tanzania. METHODOLOGY: A cross-sectional study was carried out among 560 RSFCs in three districts of Dar es Salaam between July and September 2018. Information on socio-economic factors and demographics, behavioral risks, anthropometric and biochemical indicators was collected. Adjusted odds ratios (OR) and prevalence ratio (PR) with corresponding 95% confidence intervals (CI) were estimated using multivariable binary logistic and modified Poisson regression models, respectively.

resultsOn average, participants consumed 11 street food meals/week. The prevalence (95% CI) of cardio-metabolic risk factors was 63.9% (60.6-69.9%) for overweight/obesity, 42.5% (38.3-46.9%) for raised blood pressure, 13.5% (10.9-16.8%) for raised triglycerides and 6.6% (4.9-9.3%) for raised glucose levels. The correlates of overweight/obesity were female vs male sex (APR=1.3; 95% CI 1.2-1.5), age of 41-64 vs 25-40 years (APR=1.4; 95% CI 1.2-1.6), high vs low income (APR=1.2; 95% CI 1.04-1.3), being married/cohabiting vs other (APR=1.2; 95% CI 1.01-1.4) and family history of diabetes vs no family history (APR=1.2; 95% CI 1.01-1.3). Age 41-64 vs 25-40 years, was the only significant factor associated with raised blood pressure APR (95% CI) 2.2 (1.7-2.9) and raised glucose AOR (95% CI) 3.9 (1.5-10.5).

conclusionOur study revealed that RSFCs are at risk of cardio-metabolic health problems, especially women, middle-aged people and those with higher incomes. Transdisciplinary studies to understand the drivers of street food consumption are needed in order to inform interventions to mitigate the risk of developing cardio-metabolic diseases. These interventions should target both street food vendors and their consumers.

Indexed as

cardio-metabolic correlatescardio-metabolic risksstreet food consumersTanzania

Identifiers

PMID33707960
PMCPMC7943326
OpenAlexW3135262483

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.