Evidence map›Paper›PMID 41991552›Full record

ArticleScientific data2026

A review of European-funded projects implementing living labs for the sustainability of agri-food systems.

Annapia Ferrara, Bastian Göldel, Sabrina Arcuri, Francesca Galli, Sonia Massari, Giulia Gallo, Chiara Mignani, Daniele Vergamini, Alessio Cavicchi

Abstract readDataset
In one paragraph

Article in Scientific data, 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

9 authors.

Annapia FerraraDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy. annapia.ferrara@agr.unipi.it.ORCID http://orcid.org/0000-0003-0008-0760
Bastian GöldelDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Sabrina ArcuriDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Francesca GalliDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Sonia MassariDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Giulia GalloDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Chiara MignaniDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Daniele VergaminiDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.
Alessio CavicchiDepartment of Agriculture, Food and Environment. University of Pisa. Via Del Borghetto, 80 - 56124, Pisa, PI, Italy.

Funding

Ministero dell'Istruzione, dell'Università e della Ricerca (Ministry of Education, University and Research) PE00000003
6 · The paper itself

Abstract

Increasing awareness of the complex challenges faced by our agri-food systems highlights the need to rethink current governance models. In this context, Living Labs (LLs) are gaining recognition as a key approach to participatory innovation, as they promote co-creation, experimentation, and the implementation of innovations in real-world settings, through the involvement of citizens, businesses, public authorities, and the scientific community. The growing uptake of LLs is also reflected in the support provided by major funding agencies, most notably the European Commission (EC), which has funded a wide range of LL-based initiatives through its programmes. Despite this momentum, it remains difficult to obtain a clear picture of the societal challenges that LLs have addressed so far. The lack of a centralized repository, together with the heterogeneous use of terminology associated with this approach, hinders the identification of existing initiatives. This database aims to fill this gap by identifying EC-funded projects in the context of agri-food systems that implement LLs, and by listing and classifying the terminology used to describe them. The overarching goal is to provide a useful resource for both practitioners and the scientific community, thereby fostering a better understanding of the social challenges addressed by LL projects and helping to pinpoint additional potential areas of application.

Indexed as

AgricultureEuropeEuropean Union

Identifiers

PMID41991552
PMCPMC13270012

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.