Evidence map›Paper›PMID 25216268›Full record

ArticlePloS one2014

Use of medical services and medicines attributable to diabetes in Sub-Saharan Africa.

Jonathan Betz Brown, Kaushik Ramaiya, Stéphane Besançon, Paul Rheeder, Clarisse Mapa Tassou, Jean-Claude Mbanya, Katarzyna Kissimova-Skarbek, Eva Wangechi Njenga, Eva Wangui Muchemi, Harrison Kiambuthi Wanjiru and 1 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05924516 (Randomized Clinical Trial to Evaluate the Efficacy of a Digital Intervention for Patients With Type 2 Diabetes.), which is not on this map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
3.2field-weighted citation impact, top 8% 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.

NCT05924516 naunknown statusnot on this mapstarted 2024, after this paper: background citation

Randomized Clinical Trial to Evaluate the Efficacy of a Digital Intervention for Patients With Type 2 Diabetes.

TypeinterventionalSponsorMaria del Carmen Gogeascoechea TrejoRan2024 to 2024Enrolled150ConditionsDiabetes Mellitus Type 2ArmsAdhera® Fatigue Digital Program
3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 30 citations in OpenAlex.

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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

11 authors at 8 institutions in 8 countries.

Jonathan Betz BrownKaiser Permanente Center for Health Research, Portland, Oregon, United States of America.
Kaushik RamaiyaShree Hindu Mandal Hospital, Dar es Salaam, Tanzania.
Stéphane BesançonNGO Santé Diabète, Bamako, Mali.
Paul RheederSchool of Health Systems and Public Health, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa.
Clarisse Mapa TassouHealth of Populations in Transition-Research Group, Faculty of Medicine and Biomedical Sciences, University of Yaoundé, Yaoundé, Cameroon.
Jean-Claude MbanyaDepartment of Internal Medicine and Specialties, Faculty of Medicine and Biomedical Sciences and Laboratory of Molecular and Metabolic Medicine, Biotechnology Center, University of Yaounde, Yaoundé, Cameroon.
Katarzyna Kissimova-SkarbekInstitute of Public Health, Jagiellonian University Medical College, Krakow, Poland; International Diabetes Federation, Brussels, Belgium.
Eva Wangechi NjengaKenya Diabetes management and Information Centre (DMI), Nairobi, Kenya.
Eva Wangui MuchemiKenya Diabetes management and Information Centre (DMI), Nairobi, Kenya.
Harrison Kiambuthi WanjiruHealth Systems Management, World Health Organization (WHO), Nairobi, Kenya.
Erin SchneiderInternational Diabetes Federation, Brussels, Belgium; The MAX Foundation, Edmonds, Washington, United States of America.
The Childhood Acute Illness and Nutrition Network · KEUniversité de Yaoundé I · CMAga Khan Hospital Dar es Salaam · TZInternational Diabetes Federation · BEJagiellonian University · PLKaiser Permanente Center for Health Research · USMali-Folkecenter · MLUniversity of Pretoria · ZA

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundAlthough the large majority of persons with diabetes and other non-communicable diseases (NCDs) lives and dies in low- and middle-income countries, the prevention and treatment of diabetes and other NCDs is widely neglected in these areas. A contributing reason may be that, unlike the impacts of acute and communicable diseases, the demands on resources imposed by diabetes is not superficially obvious, and studies capable of detecting these impacts have not be done.

methodsTo ascertain recent use of medical services and medicines and other information about the impact of ill-health, we in 2008-2009 conducted structured, personal interviews with 1,780 persons with diagnosed diabetes (DMs) and 1,770 matched comparison subjects (MCs) without diabetes in Cameroon, Mali, Tanzania and South Africa. We sampled DMs from diabetes registries and, in Cameroon and South Africa, from attendees at outpatient diabetes clinics. To recruit MCs, we asked subjects with diabetes to identify five persons living nearest to them who were of the same sex and approximate age. We estimated diabetes impact on medical services use by calculating ratios and differences between DMs and MCs, testing for statistical significance using two-stage multivariable hurdle models.

findingsDMs consumed 12.95 times more days of inpatient treatment, 7.54 times more outpatient visits, and 5.61 times more medications than MCs (all p<0.001). DMs used an estimated 3.44 inpatient days per person per year, made 10.72 outpatient visits per person per year (excluding traditional healers), and were taking an average of 2.49 prescribed medicines when interviewed.

conclusionsIn Sub-Saharan Africa, the relative incremental use of medical care and medicines associated with diagnosed diabetes is much greater than in industrialized countries and in China. Published calculations of the health-system impact of diabetes in Africa are dramatic underestimates. Although non-communicable diseases like diabetes are commonly thought to be minor problems for health systems and patients in Africa, our data demonstrate the opposite.

Indexed as

Africa South of the SaharaDiabetes MellitusFemaleHealth ServicesHospitalizationHumansHypoglycemic AgentsInpatientsMaleMiddle AgedOutpatientsSelf ReportHypoglycemic Agents

Identifiers

PMID25216268
PMCPMC4162573
OpenAlexW2163225174

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.