Table · dataset · 2026
Reproduction package: The welfare cost of reporting a median. Evidence from medical device certification
Listed in figshare
Description
<p dir="ltr">Data and code behind every computed quantity in the article "The welfare cost of</p><p dir="ltr">reporting a median: Evidence from medical device certification".</p><p><br></p><p dir="ltr">The archive contains a single Python script and fifteen CSV files: FDA file-level</p><p dir="ltr">extracts for the 510(k), De Novo and premarket approval pathways; the receipt-cohort</p><p dir="ltr">records with the reconstructed applicant crosswalk; the parsed Federal Register</p><p dir="ltr">notices determining regulatory review periods; the patent term extensions granted</p><p dir="ltr">under 35 U.S.C. 156; the notified-body survey series commissioned by the European</p><p dir="ltr">Commission; the duration bracket definitions; Eurostat size-class figures; and a</p><p dir="ltr">table of every externally sourced parameter with its source and page.</p><p><br></p><p dir="ltr">Running the script reproduces the clearance-time distributions for the three US</p><p dir="ltr">pathways and for the European survey, the distribution-free identification bounds on</p><p dir="ltr">tail measures, the mixture-variance decomposition by firm size, the applicant-</p><p dir="ltr">experience regressions at the mean and at four quantiles, and the welfare arithmetic</p><p dir="ltr">of the article, including the cost of the reporting constraint across thresholds and</p><p dir="ltr">the share of the upper tail held by small and medium-sized manufacturers.
It also</p><p dir="ltr">verifies the identity behind the welfare result against the empirical distributions.</p><p><br></p><p dir="ltr">Both the archive and its contents carry SHA-256 manifests, so a reader can establish</p><p dir="ltr">before and after extraction that the copy being run is the one the reported</p><p dir="ltr">quantities come from. All inputs are public. The applicant key used in the receipt-</p><p dir="ltr">cohort estimates is a reconstruction from the public applicant strings and not an FDA</p><p dir="ltr">field; it reproduces the identifier, the prior count and the submission order of all</p><p dir="ltr">15,702 analysis cases, but carries no claim about corporate control or renaming.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33684949.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Health economics · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Tabular 65%
Provenance · 1 source records, 18 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33684949 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:380108 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Health economics'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |