Evidence map›Paper›PMID 41001212›Full record

ArticleGlobal & regional health technology assessment

The economic impact of multimorbidity in Italy: evaluation of direct costs and scenario analysis of patients with type 2 diabetes, heart failure, and chronic kidney disease using real-world data.

Valentina Perrone, Claudio Ripellino, Maria Cappuccilli, Melania Leogrande, Andrea Cinti Luciani, Luca Degli Esposti

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Article in Global & regional health technology assessment. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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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

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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

2 citing papers in PubMed.

  1. Article
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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

6 authors.

Valentina PerroneCliCon S.r.l. Società Benefit Health, Economics & Outcomes Research, Bologna - Italy.ORCID https://orcid.org/0000-0002-7020-6659
Claudio RipellinoCliCon S.r.l. Società Benefit Health, Economics & Outcomes Research, Bologna - Italy.
Maria CappuccilliCliCon S.r.l. Società Benefit Health, Economics & Outcomes Research, Bologna - Italy.
Melania LeograndeCliCon S.r.l. Società Benefit Health, Economics & Outcomes Research, Bologna - Italy.ORCID https://orcid.org/0009-0004-2092-4638
Andrea Cinti LucianiCliCon S.r.l. Società Benefit Health, Economics & Outcomes Research, Bologna - Italy.
Luca Degli EspostiCliCon S.r.l. Società Benefit Health, Economics & Outcomes Research, Bologna - Italy.ORCID https://orcid.org/0000-0002-7020-6659

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: This study aimed to evaluate the healthcare costs associated with managing type 2 diabetes (T2D), chronic kidney disease (CKD), and heart failure (HF) in Italy. Specifically, the research investigated the economic impact on the Italian National Health System due to the increased clinical complexity and multimorbidity among patients with these conditions. Methods: A predictive model was developed to estimate the costs of managing patients with T2D, CKD, and HF, either as standalone diseases or in combination. Epidemiological data were derived from real-world data, analyzing a sample corresponding to approximately 10% of the Italian population. The model stratified patients into seven groups based on disease combinations and estimated direct healthcare costs, resulting from hospitalizations, medications, and outpatient services. Scenario analyses were performed to forecast costs based on the expected progression of single diseases to multimorbid conditions. Results: The analysis estimated a total annual healthcare expenditure of approximately €18.7 billion for the 5.77 million Italian patients with at least one of these diseases. Patients with T2D, CKD, and HF had an average yearly cost of €2,002, €4,322, and €5,061, respectively, with multimorbid patients incurring significantly higher costs. Scenario analyses predicted a potential increase in total healthcare expenditures to €19.5 billion, with an additional burden of €775 million. Conclusions: The findings underscore the substantial economic burden of T2D, CKD, and HF, exacerbated by multimorbidity. The results highlight the need for early diagnosis, targeted prevention, and optimized treatment strategies to mitigate rising healthcare costs and improve patients' outcomes.

Indexed as

Chronic kidney diseaseHealthcare costsHeart failureMultimorbidityScenario analysisType 2 diabetes

Identifiers

PMID41001212
PMCPMC12457957

What OpenQuestion holds

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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.