orisma: Occupational Risk Integrated Systematic Mapping and Analysis
A complete pipeline for systematic bibliometric mapping of
occupational health and safety (OHS) evidence. Starting from reference
files exported from major bibliographic databases such as Web of Science,
Scopus, PubMed, Dimensions, EBSCO, and others, 'orisma' automates
ingestion, deduplication, relevance filtering, occupational risk category
extraction, bibliometric analysis, and report generation. The package is
related to bibliometric science mapping and evidence synthesis workflows
described by Aria and Cuccurullo (2017) <doi:10.1016/j.joi.2017.08.007>,
Westgate (2019) <doi:10.1002/jrsm.1374>, and Lajeunesse (2016)
<doi:10.1111/2041-210X.12472>, but adds a domain-specific occupational
safety and health layer.
The package implements three original bibliometric indicators:
(1) the Worker-Risk Disconnection Index (WRDI), measuring the
proportion of studies that characterise an occupational risk without
including direct worker exposure data; (2) the Risk Category Saturation
Index (RCS), measuring the relative over- or under-representation of
each risk category relative to a uniform baseline; and (3) the
Material-Gap Profile (MGP), measuring the ratio between a material's
known hazard potential and its coverage in the occupational health
literature.
Two additional preventive intelligence indicators are provided:
(4) the Abstract Sufficiency Score (ASS, 0-5), a cumulative hierarchical
index of the preventively useful information contained in an abstract;
and (5) the Bridge Article Score (0-5), identifying studies that
simultaneously address technology, hazardous agent, worker population,
exposure measurement, and preventive recommendations.
Risk categories are extracted using a built-in occupational risk
dictionary of 58 categories anchored in ISO 45001:2018, INSST, NIOSH,
and EU-OSHA frameworks, organised in six blocks: Safety, Industrial
Hygiene, Ergonomics, Psychosociology, Biological Hazards, and Emerging
Technologies. The dictionary is user-extensible.
Outputs include bilingual HTML reports, occupational risk sheets,
priority reading rankings, guided extraction matrices for systematic
review, and reproducibility certificates with MD5 hashes.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
cli (≥ 3.4.0), digest (≥ 0.6.29), dplyr (≥ 1.1.0), ggplot2 (≥ 3.4.0), ggrepel (≥ 0.9.0), glue (≥ 1.6.0), jsonlite (≥
1.8.0), magrittr (≥ 2.0.0), pheatmap (≥ 1.0.12), readr (≥
2.1.0), stringdist (≥ 0.9.8), stringr (≥ 1.5.0), synthesisr (≥ 0.3.0), tidyr (≥ 1.3.0), tools, utils |
| Suggests: |
knitr, rmarkdown, rsvg, testthat (≥ 3.0.0) |
| Published: |
2026-05-18 |
| DOI: |
10.32614/CRAN.package.orisma (may not be active yet) |
| Author: |
Raúl Aguilar Elena
 [aut, cre],
Ana Delgado-Garcia [aut] |
| Maintainer: |
Raúl Aguilar Elena <raguilar at universidadviu.com> |
| BugReports: |
https://github.com/Aguilar-Elena/orisma/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/Aguilar-Elena/orisma |
| NeedsCompilation: |
no |
| Language: |
en-GB |
| Materials: |
README, NEWS |
| CRAN checks: |
orisma results |
Documentation:
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