Evidence map›Paper›PMID 29600505›Full record

ArticleDiabetes therapy : research, treatment and education of diabetes and related disorders2018

The Economic Burden of Insulin-Related Hypoglycemia in Adults with Diabetes: An Analysis from the Perspective of the Italian Healthcare System.

Witesh Parekh, Sophie E Streeton, James Baker-Knight, Roberta Montagnoli, Paolo Nicoziani, Giulio Marchesini

Open access · goldAbstract read
In one paragraph

Article in Diabetes therapy : research, treatment and education of diabetes and related disorders, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.3field-weighted citation impact, top 19% 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

9 citing papers in PubMed, 11 citations in OpenAlex.

  1. Real-World Performance of the MiniMed 780G Advanced Hybrid Closed Loop Automated Insulin Delivery System in Greece.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Article
  2. Real-World Glucometric Outcomes of the MiniMed 780G Advanced Hybrid Closed-Loop System in Users with Type 1 Diabetes in Spain.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Article
  3. Review
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  8. Costs and where to find them: identifying unit costs for health economic evaluations of diabetes in France, Germany and Italy.The European journal of health economics : HEPAC : health economics in prevention and care · 2020
    Review
  9. Article
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

6 authors at 3 institutions in 2 countries.

Witesh ParekhNovo Nordisk, Crawley, UK.
Sophie E StreetonDRG Abacus, Bicester, Oxfordshire, UK.
James Baker-KnightDRG Abacus, Bicester, Oxfordshire, UK.
Roberta MontagnoliNovo Nordisk, Rome, Italy. romo@novonordisk.com.
Paolo NicozianiNovo Nordisk, Rome, Italy.
Giulio MarchesiniUnit of Metabolic Diseases and Clinical Dietetics, Alma Mater Studiorum University, Bologna, Italy.
Novo Nordisk (Italy) · ITNovo Nordisk (United Kingdom) · GBUniversity of Bologna · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe aim of this analysis was to estimate the cost of insulin-related hypoglycemia in adult patients with diabetes in Italy using the Local Impact of Hypoglycemia Tool (LIHT), and to explore the effect of different hypoglycemia rates on budget impact.

methodsDirect costs and healthcare resource utilization were estimated for severe and non-severe hypoglycemic episodes in Italy and applied to the population of adults with type 1 diabetes (T1DM) and type 2 diabetes (T2DM) and their corresponding hypoglycemia episode rates (0.49 severe and 53.3 non-severe episodes per year for T1DM, and 0.09 severe and 9.3 non-severe episodes per year for T2DM). Uncertainty around model inputs was explored through sensitivity and scenario analyses.

resultsThe direct cost of insulin-related hypoglycemia in Italy is estimated at €144.7 million per year, with €65 million attributable to severe episodes and €79.6 million due to non-severe episodes. The total cost of hypoglycemia is approximately 1.7-fold higher for T2DM (€91.7 million) than for T1DM (€53 million). The cost of a hypoglycemic episode ranges from €4.59 for a non-severe event where additional self-monitoring of blood glucose (SMBG) testing is the only cost incurred, to €5790.59 for a severe event that also requires an ambulance, A&E, hospitalization, and a visit to a diabetes specialist. A reduction in hypoglycemia event rates could result in substantial cost savings; for example, a 20% reduction in severe and non-severe hypoglycemia rates could result in a saving of €47,769 per general population of 100,000 people.

conclusionsThe LIHT highlights the substantial economic burden of insulin-related hypoglycemia in Italy, particularly with regards to non-severe hypoglycemia, an aspect of hypoglycemia that is often overlooked. This analysis may aid healthcare decision-making by allowing the costs of insulin therapies or diabetes self-management programs to be balanced with the savings provided by reductions in hypoglycemia.

fundingNovo Nordisk, UK.

Indexed as

Diabetes mellitusEconomic burdenHypoglycemiaInsulinItaly

Identifiers

PMID29600505
PMCPMC5984921
OpenAlexW2796093637

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.