Evidence map›Paper›PMID 37177517›Full record

ArticleSensors (Basel, Switzerland)2023

Exploring the Role of Federated Data Spaces in Implementing Twin Transition within Manufacturing Ecosystems.

Marko Jurmu, Ilkka Niskanen, Atte Kinnula, Jukka Kääriäinen, Markus Ylikerälä, Pauli Räsänen, Tuomo Tuikka

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Marko JurmuVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0002-2444-009X
Ilkka NiskanenVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0002-3388-045X
Atte KinnulaVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0001-9002-0803
Jukka KääriäinenVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0001-5611-1509
Markus YlikeräläVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0002-2617-985X
Pauli RäsänenVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0003-0891-3317
Tuomo TuikkaVTT Technical Research Centre of Finland Ltd., Kaitoväylä 1, FI-90570 Oulu, Finland.ORCID 0000-0002-0435-0599

Funding

Business Finland 4432/31/2021
6 · The paper itself

Abstract

Globally, manufacturing ecosystems are facing the challenge of twin transition, i.e., how to utilize digitalization for improving or transforming the sustainability of manufacturing operations. Here, operations refer widely to the upstream of manufacturing, while the entire product lifecycle also covers the downstream and end-of-life operations. Here, sustainability is understood to consider the impact of the product lifecycle at environmental, social, and governance (ESG) levels. In this article, we explore this progress through the digitalization concept of business-to-business data sharing, and through one example of a manufacturing ecosystem in Finland. We discuss the federated data space concept and the international data spaces (IDS) architecture as technological building blocks of twin transition, and report the first results from an industry-research shared-risk project. Semi-structured interviews and a diary-style reporting from an industry-research IDS proof-of-concept (PoC) experiment are presented and analyzed within a design science research method framework. The findings give the first indications that while data sharing is seen as important and increasing in relevance in industry, it is currently challenging for companies to see how an open standard architecture creates value beyond a single limited ecosystem view. We also highlight possible avenues for further research.

Indexed as

data sharingdata sovereigntydesign scienceecosystemfederated data spacemanufacturingsustainability

Identifiers

PMID37177517
PMCPMC10181727

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.