Evidence map›Paper›PMID 37483420›Full record

ArticleGlobal challenges (Hoboken, NJ)2023

Knowledge, Information, and Data Readiness Levels (KaRLs) for Risk Assessment, Communication, and Governance of Nano-, New, and Other Advanced Materials.

Damjana Drobne, Dmitri Ciornii, Vasile-Dan Hodoroaba, Nils Bohmer, Sara Novak, Eva Kranjc, Veno Kononenko, Rudolf Reuther

Abstract read
In one paragraph

Article in Global challenges (Hoboken, NJ), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

8 authors.

Damjana DrobneDepartment of Biology Biotechnical Faculty University of Ljubljana Večna pot 111 Ljubljana 1000 Slovenia.ORCID https://orcid.org/0000-0002-5970-7460
Dmitri CiorniiBundesanstalt für Materialforschung und-Prüfung (BAM) Division 6.1 Surface Analysis and Interfacial Chemistry Unter den Eichen 87 12205 Berlin Germany.
Vasile-Dan HodoroabaBundesanstalt für Materialforschung und-Prüfung (BAM) Division 6.1 Surface Analysis and Interfacial Chemistry Unter den Eichen 87 12205 Berlin Germany.ORCID https://orcid.org/0000-0002-7901-6114
Nils BohmerEvonik Operations GmbH Rodenbacher Chaussee 4 63457 Hanau-Wolfgang Germany.
Sara NovakDepartment of Biology Biotechnical Faculty University of Ljubljana Večna pot 111 Ljubljana 1000 Slovenia.
Eva KranjcDepartment of Biology Biotechnical Faculty University of Ljubljana Večna pot 111 Ljubljana 1000 Slovenia.
Veno KononenkoDepartment of Biology Biotechnical Faculty University of Ljubljana Večna pot 111 Ljubljana 1000 Slovenia.
Rudolf ReutherEnvironmental Assessments Oberes Lautenbächle 3 77886 Lauf Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The obvious benefits derived from the increasing use of engineered nano-, new, and advanced materials and associated products have to be weighed out by a governance process against their possible risks. Differences in risk perception (beliefs about potential harm) among stakeholders, in particular nonscientists, and low transparency of the underlying decision processes can lead to a lack of support and acceptance of nano-, new, and other advanced material enabled products. To integrate scientific outcomes with stakeholders needs, this work develops a new approach comprising a nine-level, stepwise categorization and guidance system entitled "Knowledge, Information, and Data Readiness Levels" (KaRLs), analogous to the NASA Technology Readiness Levels. The KaRL system assesses the type, extent, and usability of the available data, information, and knowledge and integrates the participation of relevant and interested stakeholders in a cocreation/codesign process to improve current risk assessment, communication, and governance. The novelty of the new system is to communicate and share all available and relevant elements on material related risks in a user/stakeholder-friendly, transparent, flexible, and holistic way and so stimulate reflection, awareness, communication, and a deeper understanding that ultimately enables the discursive process that is needed for the sustainable risk governance of new materials.

Indexed as

cocreationcodesignknowledge readinessnovel technologiesrisk governancestakeholder engagement

Identifiers

PMID37483420
PMCPMC10362106

What OpenQuestion holds

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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.