Cited by 443Risk and Safety AnalysisOccupational Health and Safety ResearchLeadership, Behavior, and Decision-Making Studies

The DOI matches its Crossref record.

Recommendations on the use and design of risk matrices

Open access
Duijm, Nijs Jan·2015·Safety Science

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.ssci.2015.02.014

Cites

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The risk matrix is a tool included in the qualitative analysis for risk management and used to analyse, visualise and prioritise risks to make decisions on resources.

    “The risk matrix, or probabilityimpact matrix, is a tool included in the qualitative analysis for risk management and used to analyse, visualise and prioritise risks to make decisions on the resources to be employed to combat them (Goerlandt and Reniers, 2016;Duijm, 2015).”

    From Beyond probability-impact matrices in project risk management: A quantitative methodology for risk prioritisation (2024) · cites this paper as Duijm, 2015

    The Abstract says risk matrices are widely used in risk management and discusses qualitative assessment of likelihood and consequence. It also says they serve as corporate risk acceptance criteria, but the available passages do not say they are used to visualise and prioritise risks or to decide how to allocate resources. (LLM, conf=0.82)

    Experimental — accuracy not yet measured
  • Existing literature highlights several limitations to use the risk matrix.

    “However, the existing literature highlights several limitations to use the risk matrix.”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

No references could be resolved yet.

Research works printed but not linked: 15

  1. Ale, 2015, On the origin of PCDS – (probability consequence diagrams), Saf. Sci., 72, 229, 10.1016/j.ssci.2014.09.003 · DOI
  2. Bedford, 2013, Decision making for group risk reduction: dealing with epistemic uncertainty, Risk Anal., 33, 1884, 10.1111/risa.12047 · DOI
  3. Carter, 2003, Appropriate risk assessment methods for major accident establishments, Process Saf. Environ. Protect.: Trans. Inst. Chem. Eng., Part B, 81, 12, 10.1205/095758203762851949 · DOI
  4. Cox, 2008, What’s wrong with risk matrices?, Risk Anal., 28, 497, 10.1111/j.1539-6924.2008.01030.x · DOI · Paper page
  5. Flage, R., Røed, W., 2012. A reflection on some practices in the use of risk matrices, 11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012, PSAM11 ESREL 2012. pp. 881–891.
  6. Franks, 2006, A simplified method for the estimation of individual risk, Process Saf. Environ. Prot., 84, 101, 10.1205/psep.04287 · DOI
  7. Hubbard, 2010, Problems with scoring methods and ordinal scales in risk assessment, IBM J. Res. Dev., 54, 10.1147/JRD.2010.2042914 · DOI
  8. Jonkman, 2003, An overview of quantitative risk measures for loss of life and economic damage, J. Hazard. Mater., 99, 1, 10.1016/S0304-3894(02)00283-2 · DOI
  9. Kent, 1964, Words of estimative probability, Stud. Intell., 8, 49
  10. Levine, 2012, Improving risk matrices: the advantages of logarithmically scaled axes, J. Risk Res., 15, 209, 10.1080/13669877.2011.634514 · DOI · Paper page
  11. Markowski, 2008, Fuzzy risk matrix, J. Hazard. Mater., 159, 152, 10.1016/j.jhazmat.2008.03.055 · DOI
  12. Ni, 2010, Some extensions on risk matrix approach, Saf. Sci., 48, 1269, 10.1016/j.ssci.2010.04.005 · DOI
  13. Prem, 2010, Harnessing database resources for understanding the profile of chemical process industry incidents, J. Loss Prev. Process Ind., 23, 549, 10.1016/j.jlp.2010.05.003 · DOI
  14. Ruge, B., 2004. Risk matrix as tool for risk assessment in the chemical process industries, In: Spitzer, C., Schmocker, U., Dang, V.N., (Eds.), Probabilistic Safety Assessment and Management: PSAM 7-ESREL ’04, Springer, pp. 2693–2698. · DOI
  15. Smith, 2009, Risk matrix input data biases, Syst. Eng., 12, 344, 10.1002/sys.20126 · DOI

Cited by

Sorted by citations

Metadata

Authors
Duijm, N. J.
Affiliations
Technical University of Denmark (DK)
Corresponding author
Duijm, Nijs Jan
Venue
Safety Science
Publisher
Elsevier BV
Published
2015-07
Volume
76
Pages
21-31
ISSN
0925-7535 (ISSN-L)
OpenAlex
W2057188866
Cited by
443
References
0
Citations by year
2026: 60 · 2025: 64 · 2024: 53 · 2023: 43 · 2022: 58 · 2021: 45 · 2020: 25 · 2019: 34 · 2018: 19 · 2017: 19 · 2016: 18 · 2015: 4
FWCI
40.74
Type
journal article
Language
en
Open access
Locations
  • Safety Science (publishedVersion)
  • Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) (submittedVersion, other-oa)
Topics
  • Physical Sciences › Engineering › Safety, Risk, Reliability and Quality › Risk and Safety Analysis
  • Social Sciences › Safety Research › Occupational Health and Safety Research
  • Social Sciences › Decision Sciences › Management Science and Operations Research › Leadership, Behavior, and Decision-Making Studies
Keywords
risk matrix, risk assessment, risk acceptance criteria, risk management standards, risk categories

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review