Evidence map›Paper›PMID 36471690›Full record

ArticleEClinicalMedicine2023

Health system capacity to manage diabetic ketoacidosis in nine low-income and lower-middle income countries: A cross-sectional analysis of nationally representative survey data.

Sarah Matthews, Matthew M Coates, Alice Bukhman, Celina Trujillo, Gina Ferrari, Wubaye Walelgne Dagnaw, Darius Leopold Fénelon, Theodros Getachew, Biraj Karmacharya, Nancy Charles Larco and 7 more

Open access · goldAbstract read
In one paragraph

Article in EClinicalMedicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
1.9field-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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 12 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Review
  5. Efficacy and safety of reduced-dose insulin infusion in pediatric diabetic ketoacidosis: a randomized clinical trial.Clinical pediatric endocrinology : case reports and clinical investigations : official journal of the Japanese Society for Pediatric Endocrinology · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Review
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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

17 authors at 8 institutions in 6 countries.

Sarah MatthewsCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Matthew M CoatesCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Alice BukhmanDepartment of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Celina TrujilloCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Gina FerrariCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Wubaye Walelgne DagnawNCD Synergies Project, Partners In Health, Boston, MA, USA.
Darius Leopold FénelonZanmi Lasante, Port-au-Prince, Haiti.
Theodros GetachewHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.
Biraj KarmacharyaDepartment of Public Health and Community Programs, Kathmandu University School of Medical Sciences, Kathmandu, Nepal.
Nancy Charles LarcoHaitian Foundation for Diabetes and Cardiovascular Diseases (FHADIMAC), Port-au-Prince, Haiti.
Aimée M LuleboKinshasa School of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of the Congo.
Mary Theodory MayigeNational Institute for Medical Research, Dar es Salaam, Tanzania.
Maïmouna Ndour MbayeCentre du diabète Marc Sankale, Hôpital Abass Ndao, Dakar, Senegal.
Getahun TarekegnDepartment of Internal Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.
Neil GuptaCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Alma AdlerCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Gene BukhmanCenter for Integration Science, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Brigham and Women's Hospital · USAddis Ababa University · ETEthiopian Public Health Institute · ETHôpital Principal de Dakar · SNKathmandu University · NPNational Institute for Medical Research · TZPartners In Health · USUniversity of Kinshasa · CD

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: There has been increasing awareness about the importance of type 1 diabetes (T1D) globally. Diabetic ketoacidosis (DKA) is a life-threatening complication of T1D in low-income settings. Little is known about health system capacity to manage DKA in low- and lower-middle income countries (LLMICs). As such, we describe health system capacity to diagnose and manage DKA across nine LLMICs using data from Service Provision Assessments. Methods: In this cross-sectional study, we used data from Service Provision Assessment (SPA) surveys, which are part of the Demographic and Health Survey (DHS) Program. We defined an item set to diagnose and manage DKA in higher-level (tertiary or secondary) facilities, and a set to assess and refer patients presenting to lower-level (primary) facilities. We quantified each item's availability by service level in Bangladesh (Survey 1: May 22 2014-Jul 20 2014; Survey 2: Jul 2017-Oct 2017), the Democratic Republic of the Congo (DRC) (Oct 16 2017-Nov 24 2017 in Kinshasha; Aug 08 2018-Apr 20 2018 in rest of country), Haiti (Survey 1: Mar 05 2013-Jul 2013; Survey 2: Dec 16 2017-May 09 2018), Ethiopia (Feb 06 2014-Mar 09 2014), Malawi (Phase 1: Jun 11 2013-Aug 20 2013; Phase 2: Nov 13 2013-Feb 7 2014), Nepal (Phase 1: Apr 20 2015-Apr 25 2015; Phase 2: Jun 04 2015-Nov 05 2015), Senegal (Survey 1: Jan 2014-Oct 2014; Survey 2: Feb 09 2015-Nov 10 2015; Survey 3: Feb 2016-Nov 2016; Survey 4: Mar 13 2017-Dec 15 2017; Survey 5: Apr 15 2018-Dec 31 2018; Survey 6: Apr 15 2019-Feb 28 2020), Tanzania (Oct 20 2014-Feb 21 2015), and Afghanistan (Nov 1 2018-Jan 20 2019). Variation in secondary facilities' capacity and trends over time were also explored. Findings: We examined data from 2028 higher-level and 7534 lower-level facilities. Of these, 1874 higher-level and 6636 lower-level facilities' data were eligible for analysis. Availability of all item sets were low at higher-level facilities, where less than 50% had the minimal set of supplies, less than 20% had the full minimal set, and less than 15% had the ideal set needed to diagnose and manage DKA. Across countries in lower-level facilities, less than 14% had the minimal set of supplies and less than 9% the full set of supplies for diagnosis and transfer of DKA patients. No country had more than 20% of facilities with the minimal set of items needed to assess or manage DKA. Where data were available for more than one survey (Bangladesh, Senegal, and Haiti), changes in availability of the minimal set and ideal set of items did not exceed 15%. Tertiary facilities performed best in Haiti, Ethiopia, Malawi, Nepal, Senegal, Tanzania, and Afghanistan. Secondary facilities that were rural, public, and had fewer staff had lower capacity. Interpretation: Health system capacity to manage DKA was low across these nine LLMICs. Although efforts are underway to strengthen health systems, a specific focus on DKA management is still needed. Funding: Leona M. and Harry B. Helmsley Charitable Trust, and Juvenile Diabetes Research Foundation Ltd.

Indexed as

AfricaCritical careEmergency careHealth systemsKetoacidosisLower-middle income countriesLow-income countriesNoncommunicable diseaseType 1 diabetes

Identifiers

PMID36471690
PMCPMC9718963
OpenAlexW4310772993

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.