Evidence map›Paper›PMID 37829286›Full record

ArticleEnvironment systems & decisions2018

Comparative, collaborative, and integrative risk governance for emerging technologies.

Igor Linkov, Benjamin D Trump, Elke Anklam, David Berube, Patrick Boisseasu, Christopher Cummings, Scott Ferson, Marie-Valentine Florin, Bernard Goldstein, Danail Hristozov and 15 more

Abstract read
In one paragraph

Article in Environment systems & decisions, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

23 citing papers in PubMed.

  1. Applying the Bow Tie Method to Evaluate Emerging Risk: The Case of Carbon Capture and Water Stress.Risk analysis : an official publication of the Society for Risk Analysis · 2026
    Article
  2. Article
  3. Review
  4. The Journal of law, medicine & ethics : a journal of the American Society of Law, Medicine & Ethics · 2024
    Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Building biosecurity for synthetic biology.Molecular systems biology · 2020
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

25 authors.

Igor LinkovRisk & Decision Science Team, Environmental Risk Assessment Branch, US Army Engineer Research and Development Center, 696 Virginia Road, Concord, MA 01742, USA.
Benjamin D TrumpRisk & Decision Science Team, Environmental Risk Assessment Branch, US Army Engineer Research and Development Center, 696 Virginia Road, Concord, MA 01742, USA.
Elke AnklamEuropean Commission, Joint Research Centre, Antwerp, Belgium.
David BerubeCenter for Genetic Engineering in Society, North Carolina State University, Raleigh, NC, USA.
Patrick BoisseasuEuropean Nanomedicine Laboratory, Grenoble, Rhone-Alpes, France.
Christopher CummingsNanyang Technological University, Singapore 639798, Singapore.
Scott FersonInstitute for Risk and Uncertainty, University of Liverpool, Liverpool, UK.
Marie-Valentine FlorinIRGC, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
Bernard GoldsteinUniversity of Pittsburgh, Pittsburgh, PA 15261, USA.
Danail HristozovCa'Foscari University of Venice, Venice, Italy.
Keld Alstrup JensenNational Research Centre for the Working Environment, Copenhagen, Denmark.
Georgios KatalagarianakisEuropean Commission, Brussels, Belgium.
Jennifer KuzmaCenter for Genetic Engineering in Society, North Carolina State University, Raleigh, NC, USA.
James H LambertUniversity of Virginia, Charlottesville, VA, USA.
Timothy MalloyUniversity of California at Los Angeles, Los Angeles, CA, USA.
Ineke MalschMalsch TechnoValuation, Utrecht, The Netherlands.
Antonio MarcominiCa'Foscari University of Venice, Venice, Italy.
Myriam MeradUMR ESPACE and UMR LAMSADE PSL, CNRS, Paris, France.
José Palma-OliveiraCICPSI, Faculdade de Psicologia, Universidade de Lisboa, Lisboa, Portugal.
Edward PerkinsRisk & Decision Science Team, Environmental Risk Assessment Branch, US Army Engineer Research and Development Center, 696 Virginia Road, Concord, MA 01742, USA.
Ortwin RennInstitute for Advanced Sustainability Studies, Potsdam, Germany.
Thomas SeagerArizona State University, Tempe, Arizona, USA.
Vicki StoneHeriot-Watt University, Edinburgh, UK.
Daniel ValleroNational Exposure Research Laboratory, US Environmental Protection Agency, Washington, DC, USA.
Theo VermeireNational Institute for Public Health and the Environment (RIVM), Utrecht, The Netherlands.

Funding

Intramural EPA EPA999999
6 · The paper itself

Abstract

Various emerging technologies challenge existing governance processes to identify, assess, and manage risk. Though the existing risk-based paradigm has been essential for assessment of many chemical, biological, radiological, and nuclear technologies, a complementary approach may be warranted for the early-stage assessment and management challenges of high uncertainty technologies ranging from nanotechnology to synthetic biology to artificial intelligence, among many others. This paper argues for a risk governance approach that integrates quantitative experimental information alongside qualitative expert insight to characterize and balance the risks, benefits, costs, and societal implications of emerging technologies. Various articles in scholarly literature have highlighted differing points of how to address technological uncertainty, and this article builds upon such knowledge to explain how an emerging technology risk governance process should be driven by a multi-stakeholder effort, incorporate various disparate sources of information, review various endpoints and outcomes, and comparatively assess emerging technology performance against existing conventional products in a given application area. At least in the early stages of development when quantitative data for risk assessment remain incomplete or limited, such an approach can be valuable for policymakers and decision makers to evaluate the impact that such technologies may have upon human and environmental health.

Indexed as

BiotechnologyDecision analysisGovernanceNanotechnologyPolicyRegulationsRisk AssessmentSynthetic biology

Identifiers

PMID37829286
PMCPMC10569133

What OpenQuestion holds

Textmetadata
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.