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How do estimated road traffic death rates per 100,000 people vary across coun...

By Björn Hanneke

How do estimated road traffic death rates per 100,000 people vary across countries and WHO regions in 2021? A descriptive study with the WHO Global Health Observatory indicator RS_198.

Published on e2er.orgDemonstrationVersion 1 · 2026-10-15 · from the command line

Dossier 8a2a519e8cd9d086 data private · code private

Paper, data and code

  • Paper
    Not public.

  • Data
    Not public.

    Some of the data come from the WHO Global Health Observatory. Its terms allow use for public health purposes only, and no changes without WHO's written permission, so the data stay with the source.Get the data from the source (its terms), or load them yourself with e2er-data who_gho.

    For the other data of the study, ask the authors.

  • Code
    Not public.

Checks

Only the checks by e2er.org and in GitHub Actions ran outside the author's control.

Checked by e2er.org

No repository named, so e2er.org cannot read the files.

Checked in GitHub Actions

No GitHub Actions run has reported.

Reported by the author's own check

  • ✓citations 4 cite key(s) resolve in refs.bib; snapshot: 3 verified, 1 unverifiable at run time
  • ✓integrity 47 files hash-verified against provenance.json; 41 table cell(s) traced in the derivation graph; 2 change(s) after export recorded as amendments (paper/paper.pdf, paper/paper.tex)
  • ✓numbers 44 table cell(s) are source values at the precision shown; text (not gating): 63 of 65 number(s) are source values, 0 differ from the quantity named nearby, 2 untraced
  • ✓results contract descriptive results (descriptive statistics and distributions) are complete and consistent
  • ·results from code not checked: the run predates output records
  • ·spec no design/identification_spec.json
  • ✓tables 2 table(s) reproduce byte-identically from the sidecars

e2er verify on the author's machine, at publish

What was published

Files
22 named with their SHA-256 fingerprint; the files stay with the authors
References
3 of 4 resolved
AI calls
19
Content id
sha256:43d1a571c62d2a0fe21fb84f3c7636175a3ceac131a55986b940e93d9e54817b
e2er
version 0.17.0 · template descriptive-study
AI
Claude Haiku via Claude Code

Data used

Each source the run loaded, as the connector recorded it: what was read and when, the source's terms and the citation it asks for.

Global Health Observatory (GHO) data repository, World Health Organization · 2 loads · release 2024-04-15 · read 2026-10-13

e2er's connector for it · about this data source

WHO GHO RS_198: Estimated road traffic death rate (per 100 000 population) (all locations, 2021–2021) · release 2024-04-15, read 2026-10-13 · table road_deaths_2021 https://ghoapi.azureedge.net/api/RS_198?%24filter=TimeDim+ge+2021+and+TimeDim+le+2021 5c37f3aeb037
WHO GHO RS_198: Estimated road traffic death rate (per 100 000 population) (all locations, 2021–2021) · release 2024-04-15, read 2026-10-13 · table who_rs198_2021 https://ghoapi.azureedge.net/api/RS_198?%24filter=TimeDim+ge+2021+and+TimeDim+le+2021 5c37f3aeb037

Terms WHO grants use, reproduction and distribution for public health purposes; other changes to the data need WHO's written authorization, and the data may not be sold. Not an open licence: a published study reloads the data instead of shipping them. Full terms

Cite WHO, Global Health Observatory: Estimated road traffic death rate (per 100 000 population) (RS_198), 2026, accessed 2026-10-13. Underlying data provided by the countries concerned (all WHO Member States reporting it).

Natural Earth vector data: Admin 0 – Countries · 1 load · release v5.1.2 · read 2026-10-13

e2er's connector for it · about this data source

countries of the world, Natural Earth v5.1.2, 1:50 million, EPSG:4326 · release v5.1.2, read 2026-10-13 · table country_names https://raw.githubusercontent.com/nvkelso/natural-earth-vector/v5.1.2/geojson/ne_50m_admin_0_countries.geojson 3e458fc036ad

Terms Public domain; no permission is needed and crediting the authors is unnecessary. Full terms

Cite Natural Earth (release v5.1.2). Admin 0 – Countries. https://www.naturalearthdata.com/. Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com.

References: 0 from the authors' papers, 2 found on the web, 2 method sources from the template · listed in the dossier

Versions

Each version was published with its own dossier. This page shows version 1; the dossiers of earlier versions stay at their addresses and name the version that replaced them.

Built with

The template, specialists, skills and connectors this version used, as its dossier names them, with the people credited for each.

Template (1) · by e2er authors
Specialists (13) · by e2er authors
Skills (41) · by e2er authors
Connector (1) · by e2er authors

Authors

  • ·Björn Hanneke conceptualization, investigation

Discussion

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