Evidence map›Paper›PMID 37700692›Full record

ArticleDiabetes, obesity & metabolism2023

Severe (level 3) hypoglycaemia occurrence in a real-world cohort of adults with type 1 or 2 diabetes mellitus (iNPHORM, United States).

Alexandria Ratzki-Leewing, Jason E Black, Anna R Kahkoska, Bridget L Ryan, Guangyong Zou, Neil Klar, Kristina Timcevska, Stewart B Harris

Open access · hybridAbstract read
In one paragraph

Article in Diabetes, obesity & metabolism, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.8field-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.

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

16 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
  2. Article
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  4. User evaluation of the Hypo-METRICS app: A tool for real-time symptom reporting of hypoglycaemia.Diabetic medicine : a journal of the British Diabetic Association · 2026
    Article
  5. Article
  6. Mapping the storm: a scoping review of diabetic emergencies in Africa.Frontiers in clinical diabetes and healthcare · 2026
    Review
  7. Article
  8. Review
  9. Evaluating the impact of severe hypoglycaemia definition wording on severe hypoglycaemia history assessment.Diabetic medicine : a journal of the British Diabetic Association · 2025
    Article
  10. Cost-Effectiveness of FreeStyle Libre for Glucose Self-Management Among People with Diabetes Mellitus: A Canadian Private Payer Perspective.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Article
  11. 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

8 authors at 2 institutions in 2 countries.

Alexandria Ratzki-LeewingDepartment of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0002-9474-7900
Jason E BlackDepartment of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0002-3762-3231
Anna R KahkoskaDepartment of Nutrition, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA.ORCID 0000-0003-2701-101X
Bridget L RyanDepartment of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0001-9080-5635
Guangyong ZouDepartment of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0001-5773-4185
Neil KlarDepartment of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0002-4996-6936
Kristina TimcevskaDepartment of Family Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0001-9365-772X
Stewart B HarrisDepartment of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.ORCID 0000-0002-1794-6551
Western University · CAUniversity of North Carolina at Chapel Hill · US

Funding

North Carolina Translational and Clinical Science Institute (NC TraCS) KL2KL2TR002490 · NCATS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI WEINBERGER, MORRIS · 2018 to 2022
$11.0M
NCATS NIH HHS KL2 TR002490
6 · The paper itself

Abstract

aimsAmong adults with insulin- and/or secretagogue-treated diabetes in the United States, very little is known about the real-world descriptive epidemiology of iatrogenic severe (level 3) hypoglycaemia. Addressing this gap, we collected primary, longitudinal data to quantify the absolute frequency of events as well as incidence rates and proportions. MATERIALS AND

methodsiNPHORM is a US-wide, 12-month ambidirectional panel survey (2020-2021). Adults with type 1 diabetes mellitus (T1DM) or insulin- and/or secretagogue-treated type 2 diabetes mellitus (T2DM) were recruited from a probability-based internet panel. Participants completing ≥1 follow-up questionnaire(s) were analysed.

resultsAmong 978 respondents [T1DM 17%; mean age 51 (SD 14.3) years; male: 49.6%], 63% of level 3 events were treated outside the health care system (e.g. by family/friend/colleague), and <5% required hospitalization. Following the 12-month prospective period, one-third of individuals reported ≥1 event(s) [T1DM 44.2% (95% CI 36.8%-51.8%); T2DM 30.8% (95% CI 28.7%-35.1%), p = .0404, α = 0.0007]; and the incidence rate was 5.01 (95% CI 4.15-6.05) events per person-year (EPPY) [T1DM 3.57 (95% CI 2.49-5.11) EPPY; T2DM 5.29 (95% CI 4.26-6.57) EPPY, p = .1352, α = 0.0007]. Level 3 hypoglycaemia requiring non-transport emergency medical services was more common in T2DM than T1DM (p < .0001, α = 0.0016). In total, >90% of events were experienced by <15% of participants.

conclusionsiNPHORM is one of the first long-term, prospective US-based investigations on level 3 hypoglycaemia epidemiology. Our results underscore the importance of participant-reported data to ascertain its burden. Events were alarmingly frequent, irrespective of diabetes type, and concentrated in a small subsample.

Indexed as

Diabetes Mellitus, Type 1Diabetes Mellitus, Type 2HypoglycemiaAdultHumansHypoglycemic AgentsInsulinInsulin, Regular, HumanMaleMiddle AgedProspective StudiesSecretagoguesUnited StatesHypoglycemic AgentsInsulinInsulin, Regular, HumanSecretagogueshypoglycaemiainsulin secretagogueinsulin therapyreal-world evidencetype 1 diabetestype 2 diabetes

Identifiers

PMID37700692
PMCPMC10958739
OpenAlexW4386703896

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.