Package: orisma 0.1.0

Raúl Aguilar Elena

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.

Authors:Raúl Aguilar Elena [aut, cre], Ana Delgado-Garcia [aut]

orisma_0.1.0.tar.gz
orisma_0.1.0.tar.gz(r-4.7-any)orisma_0.1.0.tar.gz(r-4.6-any)
orisma_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
orisma/json (API)
NEWS

# Install 'orisma' in R:
install.packages('orisma', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aguilar-elena/orisma/issues

Datasets:

On CRAN:

Conda:

2.70 score 24 exports 47 dependencies

Last updated from:012318dbb8. Checks:4 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK144
source / vignettesOK192
linux-release-x86_64OK148
wasm-releaseOK146

Exports:orm_analyseorm_assorm_ass_plotorm_autodimorm_bridgeorm_deduporm_dictorm_dict_add_categoryorm_dict_add_termsorm_dict_categoriesorm_dict_listorm_dim_matrixorm_extractorm_extraction_matrixorm_loadorm_normativaorm_priorityorm_rankingorm_relevance_guardorm_reportorm_risk_sheetorm_runorm_run_guardedorm_validate

Dependencies:bitbit64clicliprcpp11crayondigestdplyrfarvergenericsggplot2ggrepelgluegtablehmsisobandjsonlitelabelinglifecyclemagrittrpheatmappillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerRcppreadrrlangS7scalesstringdiststringistringrsynthesisrtibbletidyrtidyselecttzdbunglueutf8vctrsviridisLitevroomwithr

ORISMA: Mapping Occupational Risk Evidence in Metal Additive Manufacturing

Rendered fromorisma-case-study.Rmdusingknitr::rmarkdownon May 18 2026.

Last update: 2026-05-18
Started: 2026-05-18

Readme and manuals

Help Manual

Help pageTopics
orisma: Occupational Risk Integrated Systematic Mapping and Analysisorisma-package orisma
Built-in risk dictionaries for ORISMAorisma_dict
ORISMA bibliometric indicatorsASS bridge_score MGP orisma_indicators RCS WRDI
Sample bibliographic records for ORISMAorisma_sample
Compute ORISMA bibliometric indicators and analysesorm_analyse
Abstract Sufficiency Score (ASS)orm_ass
Plot ASS distributionorm_ass_plot
Automatic dimension extraction and risk cross-matrixorm_autodim
Bridge Article Detection and Priority Rankingorm_bridge
Automatic deduplication of bibliographic recordsorm_dedup
Load a risk dictionaryorm_dict
Add a new risk category to a dictionaryorm_dict_add_category
Add terms to an existing dictionary categoryorm_dict_add_terms
List risk categories in a dictionaryorm_dict_categories
List available built-in dictionariesorm_dict_list
Build a risk category x dimension cross-matrixorm_dim_matrix
Extract risk categories from bibliographic recordsorm_extract
Generate a guided extraction matrix for manual revieworm_extraction_matrix
Load bibliographic references from one or multiple files / foldersorm_load
Cross-reference detected risks with applicable European regulationorm_normativa
Compute risk priority scores and traffic light classificationorm_priority
Generate priority reading rankingorm_ranking
Relevance guard for occupational risk evidence mappingorm_relevance_guard
Generate all ORISMA outputs and reportsorm_report
Generate an occupational risk sheetorm_risk_sheet
Run the complete ORISMA pipeline in one callorm_run
Run ORISMA with a relevance-control layerorm_run_guarded
Manual validation assistant with Cohen's Kappaorm_validate
Print method for orisma_dictprint.orisma_dict
Print method for orisma_dimsprint.orisma_dims
Print method for orisma_kappaprint.orisma_kappa
Print method for orisma_matrixprint.orisma_matrix
Print method for orisma_normativaprint.orisma_normativa
Print method for orisma_priorityprint.orisma_priority
Print method for orisma_rankingprint.orisma_ranking
Print method for orisma_resultprint.orisma_result