Evidence map›Paper›PMID 41971269›Full record

ArticleFrontiers in public health2026

Birth rates and migration: an AI and One Health approach within the Italian National Health System.

Francesca Zappacosta, Balázs Majtényi, Alessio Laconi, Giovanni Di Nardo, Pasquale Parisi, Daniela Polese

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Francesca ZappacostaDepartment of Political Sciences, Sapienza University of Rome, Rome, Italy.
Balázs MajtényiDepartment of Human Rights and Politics, Faculty of Social Sciences Eötvös Lorant University (ELTE), Budapest, Hungary.
Alessio LaconiDepartment of Law, University of Florence, Florence, Italy.
Giovanni Di NardoChair of Pediatrics, Department of NESMOS, Faculty of Medicine and Psychology, University of Rome Sapienza c/o Sant'Andrea University Hospital, Rome, Italy.
Pasquale ParisiChair of Pediatrics, Department of NESMOS, Faculty of Medicine and Psychology, University of Rome Sapienza c/o Sant'Andrea University Hospital, Rome, Italy.
Daniela PoleseDepartment of Neuroscience, Mental Health and Sensory Organs NESMOS, Sapienza University of Rome, Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the future stability of Italy's health and social systems in the context of demographic decline. The Italian healthcare system, grounded in a universalistic and public model, founded on the principle of equity, is undergoing a phase of instability. The COVID-19 pandemic represented a critical rupture, exposing systemic weaknesses, territorial disparities, infrastructural inadequacies, the rigidity of financing mechanisms and the lack of reform regarding citizenship rights for foreign residents. An inductive, interpretive approach was adopted, starting with data analysis from Italy's population dynamics as of 1 January 2025, including births and deaths among citizens, growth of the foreign residents, and total social security contributions collected by the National Institute for Social Security. The analysis considered three major immigration reports, several academic articles from the legal, social, and medical fields, Constitutional Court Judgment No. 192/2024 on regional autonomy, and Mission 6 of the National Recovery and Resilience Plan within the framework of the Next Generation EU. The issuance of long-term visas and easier access to citizenship for foreign residents foster a more equitable society and can enhance the long-term sustainability of the Italian National Health System by offsetting demographic decline, lowering the median age, and stabilizing social security contributions. The success of such measures depends on integration policies and the efforts to combat racial discrimination. The findings highlight the need for citizenship and integration policy reforms and a governance framework consistent with the One Health approach. These measures would enhance the sustainability of Italy's NHS and promote an equitable society.

Indexed as

Birth RateEmigration and ImmigrationNational Health ProgramsPopulation DynamicsCOVID-19HumansItalySARS-CoV-2artificial intelligence (AI)demographic declineHuman Birth TheoryimmigrationItalian national health systemone health approach

Identifiers

PMID41971269
PMCPMC13064539

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.