---
id: "20260730-0201-does-clarivate-itself-attribute"
title: "Does Clarivate itself attribute the 2022→2023 Saudi-affiliated HCR count drop (109→76) to its tightened evaluation methodology, or is that link only SIRIS Academic's inference?"
type: "capture"
status: "promoted"
promoted_to: ["30-notes/claim-clarivate-never-linked-2023-methodology-change-to-saudi-hcr-drop.md","30-notes/claim-clarivate-tightened-2023-hcr-evaluation-methodology.md (updated with dated addendum, not newly created)","40-entities/entity-manuel-ansede.md","40-entities/entity-rafael-luque.md","40-entities/entity-siris-academic.md (updated, not newly created)","40-entities/entity-david-pendlebury.md (updated, not newly created)","50-questions/question-does-clarivates-2023-methodology-change-explain-the-saudi-hcr-drop.md (marked answered)","50-questions/question-verify-clarivate-hcr-saudi-affiliation-counts-and-payments.md (progress_log appended)"]
not_promoted: ["Claim 2's Clarivate-document-absence finding: folded into the new claim-note above rather than its own file — same claim as the new note's core finding, would have duplicated it.","Claim 3 (Science/AAAS journalism angle): not a new atomic claim — same source_url, same 403 block, already flagged in claim-saudi-universities-bought-clarivate-highly-cited-researcher-status.md and question-verify-clarivate-hcr-saudi-affiliation-counts-and-payments.md; this session only re-confirmed the block persists, logged as a progress-log line on the existing question rather than a new claim or question.","Entity candidates Yoran Beldengrün and Sebastian Stride: real, named co-authors of the SIRIS report, but no vault-relevant fact beyond 'co-authored the report,' which the SIRIS Academic org hub already carries — judged UNSURE, not promoted, to avoid two thin redundant stub pages.","King Abdulaziz University ARWU-ranking further lead: no exact quote/page given in this capture, so no claim-note or entity-page update was made on it — left as an unclaimed further-research lead, not a verified fact.","Rafael Luque / Manuel Ansede's underlying primary reporting (El País, the disciplinary record): not read this session — hub pages created say so plainly rather than implying a direct read."]
origin: "batch"
writer_model: "claude-sonnet-5"
date_created: "2026-07-30T00:00:00.000Z"
provenance: "Batch research run, 2026-07-30, answering the routed open question [[question-does-clarivates-2023-methodology-change-explain-the-saudi-hcr-drop]]"
derived_from: []
tags: ["bibliometrics","citation-metrics","clarivate","highly-cited-researchers","saudi-universities","research-integrity","verification","source-attribution"]
---


This capture directly targets the open question logged at
[[question-does-clarivates-2023-methodology-change-explain-the-saudi-hcr-drop]],
which was itself routed from
[[claim-clarivate-tightened-2023-hcr-evaluation-methodology]] and
[[claim-saudi-universities-bought-clarivate-highly-cited-researcher-status]].
Those two existing claim-notes already record, separately: (a) Clarivate
widened its HCR exclusion screening for 2023 (Tier 1, Pendlebury's own quoted
policy language), and (b) the Saudi-affiliated HCR count fell 109→76 the same
year (Tier 2, confirmed against SIRIS Academic's own analysis of Clarivate's
list data). What neither note could confirm is whether Clarivate itself links
(a) to (b) as cause and effect, or whether that link exists only in a third
party's interpretation. This session re-verified the sourcing on that specific
seam.

## Claim: SIRIS Academic's own report frames the causal link as its own inference, hedged with "presumably" — not a Clarivate statement

SIRIS Academic's PDF report ("A turning point for Saudi Arabian affiliations
in the 2023 Highly Cited Researchers™ list from Clarivate") states, in its own
authorial voice, immediately after summarizing Clarivate's exclusion-policy
blog post: "Those changes in Clari[v]ate's selection criteria are a clear
impact of increased call from the community to uphold research integrity, but
have also presumably been impacted by the mediatisation and institutional
investigations of the cases of falsely affiliated Saudi Arabian HCRs. As this
report will show, those changes have strongly impacted the listing of Highly
Cited Researchers affiliated with a Saudi Arabian institution in 2023." The
word "presumably" is SIRIS's own hedge, applied to SIRIS's own inference; nothing
in the surrounding text attributes this causal claim to Clarivate. The report
separately lists "Clarivate statement on Highly Cited Researcher affiliations
on 25 April 2023" as one line in a bullet list of *reactions* to the scandal —
described as being issued "to position their role in the context of those
revelations," not as a statement that explains the Saudi-specific drop.

- source_url: https://assets-global.website-files.com/628cd02660188df249f8f8ce/656248a6716009b40e2f6e70_SIRISAcademic_SaudiHCRs2023_Report.pdf
- source_sha: 0e5d503f29ab35826b9fd23d8c20b08de46e60caa7f0b405cf221dbe8e0ccfeb (fetched via extract_pdf this session; identical sha to the copy already cited in [[claim-clarivate-tightened-2023-hcr-evaluation-methodology]], confirming it is the same document)
- source_author: Yoran Beldengrün & Sebastian Stride (SIRIS Academic)
- source_date: 2023-11 (report analyses the 15 Nov 2023 HCR list release)
- source_title: "A turning point for Saudi Arabian affiliations in the 2023 Highly Cited Researchers™ list from Clarivate"
- source_venue: SIRIS Academic (independent research-analytics consultancy report)
- source_quote: "Those changes in Clari[v]ate's selection criteria are a clear impact of increased call from the community to uphold research integrity, but have also presumably been impacted by the mediatisation and institutional investigations of the cases of falsely affiliated Saudi Arabian HCRs."
- source_tier: 2 (named analyst firm, own report, but reporting on a causal link that is explicitly *their own* interpretation of someone else's actions — a claim about SIRIS's reasoning, not a primary Clarivate statement)

## Claim: Clarivate's own public materials on the 2023 methodology change contain no reference to Saudi Arabia or any country-specific attribution

Two Clarivate-authored public documents were checked directly this session:
(1) Clarivate's official 25 April 2023 statement on HCR affiliations, and (2)
David Pendlebury's (Clarivate's Head of Research Analysis) blog post "Highly
Cited Researchers 2023: Evolving Evaluation Policy," which is the source of
the exclusion-policy language already quoted at Tier 1 in
[[claim-clarivate-tightened-2023-hcr-evaluation-methodology]]. Neither
document names Saudi Arabia, any Saudi institution, or any other country by
name, and neither connects the tightened screening to any country-specific
outcome. This matches the prior session's finding recorded in the routed
question note (checked 2026-07-29) and in
[[claim-clarivate-tightened-2023-hcr-evaluation-methodology]]'s own text
("Clarivate's own public statement on HCR affiliations... addresses the
general affiliation-validation process only and contains no Saudi-specific
text").

- source_url (statement): https://clarivate.com/news/clarivate-statement-on-highly-cited-researcher-affiliations/
- source_url (blog): https://clarivate.com/academia-government/blog/highly-cited-researchers-2023-the-evolution-of-our-evaluation-and-selection-policy-to-support-a-robust-scholarly-landscape/
- source_author: Clarivate (statement, unsigned corporate); David Pendlebury, Head of Research Analysis, Institute for Scientific Information / Clarivate (blog)
- source_date: 2023-04-25 (statement); 2023-11 (blog, timed to the 2023 HCR list release)
- source_title: "Clarivate statement on Highly Cited Researcher affiliations"; "Highly Cited Researchers 2023: The Evolution of Our Evaluation and Selection Policy to Support a Robust Scholarly Landscape"
- source_venue: Clarivate (own corporate website / blog)
- source_tier: 1 (primary — Clarivate's own venue, about its own policy) for the *existence and content* of the documents; but the absence-finding itself was obtained via `WebFetch` (a summarizing layer), not `archive_page` or `extract_pdf` — `archive_page` returned a permissions error on every attempt this session (multiple retries, both this URL and the SIRIS blog mirror), so no sha256 receipt could be captured for these two pages. **[unverified-quote — needs direct read]**: the "no Saudi mention" finding is corroborated by two independent WebFetch passes across two separate sessions (2026-07-29 and 2026-07-30) but neither pass produced an admissible verbatim-quote receipt under the quote-provenance rule. Treat the absence-claim as well-corroborated but not yet receipted; a direct `archive_page` fetch (once the tool is available) would close this gap cleanly since it is a short, simple absence check.

## Claim: Contemporary journalism attributes only a general, non-committal Clarivate comment on affiliation corrections — not a specific statement tying the methodology change to the Saudi drop — and the underlying Science/AAAS article remains unread behind a persistent access block

Search summaries of the Science/AAAS article "Saudi universities lose highly
cited researchers after payment schemes raise ethics concerns" describe
Clarivate as giving only a general, reactive comment (to the effect that it
would work with an academic to correct an affiliation if an issue were
raised), not a specific statement connecting the 2023 screening changes to
the Saudi Arabia case. This is consistent with the pattern in the two claims
above — every trace of Clarivate's own words that could be located discusses
policy in general terms, never Saudi Arabia by name. However, science.org
returned HTTP 403 on direct fetch attempts in both this session and the prior
2026-07-29 session (and the Wayback Machine mirror was also unreachable this
session), so this specific claim rests only on search-engine result
summaries — a layer explicitly excluded from quote-admissibility by the
sourcing spec's fabrication rule. **[unverified-quote — needs direct read]**:
record the pattern as a lead, not as confirmed content; the article itself
has never been read directly by any session in this vault's history on this
topic.

- source_url: https://www.science.org/content/article/saudi-universities-lose-highly-cited-researchers-after-payment-schemes-raise-ethics
- source_author: unattributed at search-summary level (Science/AAAS news desk; byline not yet confirmed by direct read)
- source_date: 2023 (exact date unconfirmed by direct read)
- source_title: "Saudi universities lose highly cited researchers after payment schemes raise ethics concerns"
- source_venue: Science (AAAS)
- source_tier: 3 provisional, pending direct read (currently unreadable — see [[claim-saudi-universities-bought-clarivate-highly-cited-researcher-status]], which flags this same 403 block from its own 2026-07-29 re-verification pass)

## Answer to the core question

After a fresh search this session — targeted specifically at finding a direct
Clarivate statement, spokesperson quote, or interview connecting the 2023
methodology change to the Saudi Arabia case — no such statement surfaced.
Every Clarivate-authored document found (the 25 April 2023 statement, the
Pendlebury evaluation-policy blog, and the FAQ/evaluation pages linked from
both) describes the tightened screening in general, worldwide terms and never
mentions Saudi Arabia. The only place the causal link between "Clarivate
tightened its methodology" and "the Saudi count specifically dropped" is
stated explicitly is SIRIS Academic's own report, in SIRIS's own voice, with
SIRIS's own hedge word ("presumably"). **The core question is answered: the
link is SIRIS Academic's inference. It is not a claim Clarivate itself has
made in any source located across two independent research sessions
(2026-07-29 and 2026-07-30).** This does not rule out that Clarivate has said
so somewhere unindexed or off-record; it means no such statement was found
after genuine, repeated, targeted search.

## Further leads

- Rafael Luque (University of Córdoba) is the individual HCR case that triggered the whole chain — suspended 13 years for incorrect affiliation, per SIRIS report citing El País (M. Ansede, 18/04/2023) — a worked-up biographical claim-note could anchor the scandal's origin point.
- El País's original investigation (M. Ansede, multiple April 2023 articles) is the primary journalistic source every later report (SIRIS, Science, this capture) traces back to; none of the chain has independently re-read the Spanish-language originals.
- Jülich Research Institute required a researcher to correct his affiliation "after Clarivate signaled to us that there may be a need for correction" (per search-summary of Science/AAAS reporting) — an example of Clarivate acting institution-by-institution rather than issuing a blanket Saudi-specific policy; unverified by direct read.
- SIRIS Academic's report notes King Abdulaziz University's ShanghaiRanking ARWU position is estimated to fall out of the Top 200 by ~50+ places as a second-order effect of the HCR drop — a ranking-methodology knock-on effect distinct from the HCR count itself.
- Retraction Watch (Kate Travis, 12 Nov 2025), "Math is back as Clarivate boosts integrity markers in Highly Cited Researchers list" — covers the 2025 list's continued integrity-marker evolution but contains no Saudi Arabia-specific content; useful only as evidence the methodology-vs-country link has still never surfaced in Clarivate's own later commentary either.
- THE and QS both changed their own ranking methodologies in 2023 (per SIRIS report footnotes) — a separate, tangled methodology-change story affecting the same Saudi universities' international rankings independent of the HCR list.

## Entity candidates

- Manuel Ansede — person — El País journalist whose original April 2023 investigation is the foundational trigger this entire capture, and the SIRIS/Clarivate response chain, measures itself against; flagged first per the known blind-spot (the ancestry figure, not the co-authors, is what gets missed).
- SIRIS Academic — concept/org — already an entity in-vault ([[entity-siris-academic]]); this capture is a direct extension of material already attributed there.
- David Pendlebury — person — already an entity in-vault ([[entity-david-pendlebury]]); this capture adds a second sourced document (the evaluation-policy blog) under his byline.
- Rafael Luque — person — the specific HCR whose Córdoba/King Saud University case (per El País/SIRIS) is the proximate origin of the whole scandal; not yet an entity page.
- Yoran Beldengrün — person — co-author of the SIRIS PDF report quoted directly in this capture; not yet an entity page.
- Sebastian Stride — person — co-author of the SIRIS PDF report quoted directly in this capture; not yet an entity page.
- King Abdulaziz University — concept/org — already an entity in-vault ([[entity-king-abdulaziz-university]]); this capture adds the ARWU-ranking knock-on-effect detail from the SIRIS report.