--- id: "20260729-0207-independently-re-verify-the" title: "Independently re-verify the Clarivate Highly-Cited-Researcher Saudi-affiliation counts (27→109→76) and the reported per-scientist payment figures against primary sources" type: "capture" status: "promoted" origin: "batch" writer_model: "claude-sonnet-5" date_created: "2026-07-29T00:00:00.000Z" provenance: "batch run, 2026-07-29" derived_from: [] tags: ["bibliometrics","citation-metrics","clarivate","highly-cited-researchers","saudi-universities","goodharts-law","research-integrity","verification"] source_url: "https://uploads-ssl.webflow.com/628cd02660188df249f8f8ce/645514eb986b267f22c83ba8_International%20Edition%20The%20affiliation%20game%20of%20Saudi%20Arabian%20higher%20education%20institutions.pdf" source_sha: "0ee5aa8df349ddae35393dd44717f5a409b276a126d9159af53b035c08e03f15" source_author: "Yoran Beldengrün & Sebastian Stride (SIRIS Academic)" source_date: "2023-05-03" source_quote: "The number of HCRs primarily affiliated to a Saudi Arabian institution has been growing from 27 in 2014 to 109 in 2022, while the secondary affiliations have fallen from 129 in 2014 to 10 in 2020." source_tier: 2 promoted_to: ["30-notes/claim-saudi-universities-bought-clarivate-highly-cited-researcher-status.md (updated in place: count trajectory 27→109→76 corroboration, churn detail, payment-figure flag narrowed)","30-notes/claim-clarivate-tightened-2023-hcr-evaluation-methodology.md","30-notes/claim-bornmann-bauer-2014-2015-independent-hcr-count-diverges-from-primary-affiliation-count.md","40-entities/entity-king-abdulaziz-university.md","40-entities/entity-siris-academic.md","40-entities/entity-david-pendlebury.md","40-entities/entity-yudhijit-bhattacharjee.md","40-entities/entity-lutz-bornmann.md","50-questions/question-does-clarivates-2023-methodology-change-explain-the-saudi-hcr-drop.md (new question, routed unverified-mechanism flag)","50-questions/question-verify-clarivate-hcr-saudi-affiliation-counts-and-payments.md (progress-logged, left open — the count-trajectory item this question raised is now resolved; the payment-figure and methodology-causal-link items are not)"] not_promoted: ["Bhattacharjee's 2011 Science article itself — still unread behind a paywall (403 on science.org/sciencemag.org, third session to hit this wall); this is the unresolved gap the payment-figure flag rests on, not a new claim to assert. Tracked by the routed question above and by entity-yudhijit-bhattacharjee.md.","Clarivate's 2022 asterisk-marking of 44 Saudi HCRs as 'Research Fellows/Associates' excluded from institutional rankings — read only via SIRIS's reproduction, not independently fetched this session; too thin and un-primary to stand as its own claim-note, folded nowhere, left as a lead.","Manuel Ansede's April 2023 El País investigative series — the proximate trigger for both SIRIS reports and Clarivate's public statement, but not fetched this session (only read at one remove, via the SIRIS PDFs' English-translation quotes); a future capture could promote this directly. Entity candidate declined as a hub this pass (not yet load-bearing to a kept claim) — bias against the flood.","Retraction Watch (24 Nov 2025) report of a separate, more recent Saudi citation-pressure practice at an unnamed university — a distinct integrity concern from the affiliation-buying case here, not read this session; a lead for a future capture, not this one's to promote.","The Rafael Luque case (University of Córdoba, suspended without pay for 13 years) — the single 'highly mediatic case' both SIRIS reports cite as what opened this whole episode; not fetched this session, could support its own claim-note later. Entity candidate declined as a hub this pass — same reasoning as Ansede.","Entity candidates declined as separate hubs (bias against the flood, per entity-page-spec-v0.1): Yoran Beldengrün and Sebastian Stride (SIRIS Academic's co-authors — covered within entity-siris-academic.md rather than individual pages), Johann Bauer (Bornmann's co-author — covered within the Bornmann claim-note and entity-lutz-bornmann.md rather than his own page), and Yves Gingras (a single passing 'dummy affiliations' framing credit, not load-bearing to any claim-note written this session)."] --- This capture re-does the primary check that [[claim-saudi-universities-bought-clarivate-highly-cited-researcher-status]] left open: that note's 27→109→76 trajectory and ~$72k/year payment figure rested on Tier-3 Science/AAAS news coverage of what are Clarivate's own counts, with the 27-in-2014 figure specifically flagged as uncorroborated. This session located the actual research reports behind the news coverage — two PDF reports by SIRIS Academic (a named research-analytics consultancy), both fetched directly via `extract_pdf` rather than through news paraphrase — which independently re-derive the counts from Clarivate's own Highly Cited Researchers (HCR) list and substantially close the gap. `mcp__seek__archive_page` and `mcp__seek__quote_check` were unavailable this session (permission not granted, tried repeatedly); all quotes below were instead obtained via `extract_pdf` against primary PDFs, which satisfies the same admissibility bar (direct fetch of the primary document, not a summarizing layer) and is disclosed per source below. ## Claim: The Saudi-affiliated HCR count rose from 27 (2014) to 109 (2022) SIRIS Academic's report, analysing Clarivate's own HCR list data directly, states: "The number of HCRs primarily affiliated to a Saudi Arabian institution has been growing from 27 in 2014 to 109 in 2022, while the secondary affiliations have fallen from 129 in 2014 to 10 in 2020." The same report separately notes Saudi Arabia's 109 HCRs in 2022 represented 0.44% of the country's total researcher population — "a 5 to 10 times higher share... compared to countries such as Spain, Germany or France." - source_url: https://uploads-ssl.webflow.com/628cd02660188df249f8f8ce/645514eb986b267f22c83ba8_International%20Edition%20The%20affiliation%20game%20of%20Saudi%20Arabian%20higher%20education%20institutions.pdf - source_sha: 0ee5aa8df349ddae35393dd44717f5a409b276a126d9159af53b035c08e03f15 - source_author: Yoran Beldengrün & Sebastian Stride (SIRIS Academic), "The affiliation game of Saudi Arabian higher education & research institutions" (Full International Edition, 2014–22) - source_date: 2023-05-03 (also indexed on Zenodo, record 7995441) - source_tier: 2 (named analysts, own venue/methodology, analysing Clarivate's primary list — not a news paraphrase) - This is a quantitative claim; Tier 2 clears the sourcing floor (Tier 1–2 required), and the quote above was read directly from the extracted PDF text, not summarized by an intermediate tool. ## Claim: The count then fell from 109 (2022) to 76 (2023) SIRIS Academic's follow-up report, published after Clarivate's 15 November 2023 HCR list, states: "76 researchers were primarily affiliated to a Saudi Arabian institution in the 2023 Highly Cited Researchers list, down from 109 HCRs in 2022. This is the biggest drop in the past 10 years and the first drop after a continuous increase of primarily affiliated Highly Cited Researchers in the past 6 years." The same report gives the churn detail: 44 of the 2022 Saudi HCRs kept the same primary affiliation in 2023; 66 dropped off (13 switched primary affiliation elsewhere, 52 disappeared from the list entirely); 32 were newly listed. At the institution level, King Abdulaziz University (KAU) fell from 31 HCRs (2022) to 12 (2023), while King Saud University held 32 and topped the list. - source_url: https://assets-global.website-files.com/628cd02660188df249f8f8ce/656248a6716009b40e2f6e70_SIRISAcademic_SaudiHCRs2023_Report.pdf - source_sha: 0e5d503f29ab35826b9fd23d8c20b08de46e60caa7f0b405cf221dbe8e0ccfeb - source_author: Yoran Beldengrün & Sebastian Stride (SIRIS Academic), "A turning point for Saudi Arabian affiliations in the 2023 Highly Cited Researchers™ list from Clarivate" - source_date: 2023-11 (published shortly after Clarivate's 2023-11-15 list release) - source_tier: 2, same basis as above; quote read directly from extracted PDF text. - This fully corroborates the 109→76 leg of the trajectory that the earlier vault note could only source to a Tier-3 Science/AAAS paraphrase. ## Claim: King Abdulaziz University offered highly cited researchers roughly $72,000/year for a secondary affiliation, and over 120 accepted in 2014 The SIRIS 2014–22 report states, describing the origin of the gaming pattern that led ShanghaiRanking's ARWU to stop counting secondary affiliations in 2014: "King Abdulaziz University (KAU)... notoriously circulated an email to Highly Cited Researchers worldwide proposing each of them a contract with the university for a salary of $72,000 per year. In 2014, more than 120 Highly Cited Researchers accepted this job contract from King Abdulaziz University as part-time researchers and added it as a secondary affiliation on their HCR profiles." - source_url: https://uploads-ssl.webflow.com/628cd02660188df249f8f8ce/645514eb986b267f22c83ba8_International%20Edition%20The%20affiliation%20game%20of%20Saudi%20Arabian%20higher%20education%20institutions.pdf - source_sha: 0ee5aa8df349ddae35393dd44717f5a409b276a126d9159af53b035c08e03f15 - source_author: Yoran Beldengrün & Sebastian Stride (SIRIS Academic) - source_date: 2023-05-03 - source_tier: 2; quantitative claim, floor clears at Tier 2, quote read directly from extracted PDF. - Important caveat on the trace: SIRIS's own footnote for this figure cites Bhattacharjee, Y. (2011), "Saudi Universities Offer Cash in Exchange for Academic Prestige," *Science* 334(6061):1344–1345, DOI:10.1126/science.334.6061.1344, as the origin. Bhattacharjee's original Science article could not be independently fetched this session — both `WebFetch` and `extract_pdf` returned HTTP 403 against science.org/sciencemag.org (paywalled). The $72,000 figure is therefore confirmed at Tier 2 (SIRIS's own re-statement) but the true primary — Bhattacharjee's own 2011 reporting, including any detail on travel/hotel terms sometimes mentioned in later secondary accounts — remains **[unverified-quant — needs primary]** at the Bhattacharjee-article level specifically. ## Claim: Clarivate tightened its 2023 selection/exclusion methodology, and SIRIS attributes (without Clarivate confirming) the Saudi-specific drop to that change SIRIS's 2023 report reproduces Clarivate's own description of its evolving evaluation policy verbatim, attributed to David Pendlebury (Head of Research Analysis, Institute for Scientific Information/Clarivate): "After the citation triage stage, we look at a growing number of factors when evaluating papers including... Hyper-authorship of papers... excessive level of self-citation... Unusual patterns of collaborative group citation activity... [and] expressions of concern from identified representatives at research institutes, national research managers and our institutional customers." SIRIS also reports, again citing Clarivate, that "the number of potential preliminary candidates excluded from the Highly Cited Researchers list increased from 500 in 2022 to more than 1,000 in 2023." SIRIS then adds its own interpretation — not a statement from Clarivate — that these changes "have also presumably been impacted by the mediatisation and institutional investigations of the cases of falsely affiliated Saudi Arabian HCRs," and that the changes "have strongly impacted the listing" of Saudi-affiliated HCRs in 2023. - source_url: https://assets-global.website-files.com/628cd02660188df249f8f8ce/656248a6716009b40e2f6e70_SIRISAcademic_SaudiHCRs2023_Report.pdf - source_sha: 0e5d503f29ab35826b9fd23d8c20b08de46e60caa7f0b405cf221dbe8e0ccfeb - source_author: Clarivate/David Pendlebury's own words, as reproduced by Yoran Beldengrün & Sebastian Stride (SIRIS Academic) - source_date: 2023-11 - source_tier: 1 for the quoted Clarivate language itself (primary source's own words, transmitted via a secondary document that reproduces it verbatim and cites the originating Clarivate blog post URL); Tier 2 for SIRIS's causal interpretation that this change specifically drove the Saudi drop. - Mechanism caveat: this is a specific technical-mechanism claim about *why* the count fell. The qualitative-filter mechanism itself is Clarivate's own stated policy (Tier 1). The causal link to the Saudi-specific 33-point drop is SIRIS's inference ("presumably"), not a claim Clarivate itself makes about Saudi affiliations — record the mechanism as confirmed, but the specific causal attribution to Saudi cases as **[unverified-mechanism — needs primary]** pending a direct Clarivate statement connecting the two. Clarivate's own "Clarivate statement on Highly Cited Researcher affiliations" (25 April 2023, clarivate.com/news/...) was checked via `WebFetch` this session and contains no Saudi Arabia-specific text at all — it addresses the general affiliation-validation process only, not the Saudi case, so it does not itself supply the causal link either. ## Further leads - Bornmann, L. & Bauer, J. (2014/2015), "Which of the world's institutions employ the most highly cited researchers?", *JASIST* (arXiv:1407.2037, Tier 1, fetched directly via `extract_pdf`, sha256 7e0ddf656abadf7cc3cd88bdd49a3a40d8253e5fa095d975af39e35295b31f43) — an independent primary re-analysis of the original 2014 Thomson Reuters HCR list itself (not Clarivate's later lists), using a different metric (all listed institutions per researcher, not just "primary affiliation"): King Abdulaziz University ranks #2 worldwide with 160 researcher-mentions (80.28 under a fractionated-counting method), a full order of magnitude above the "27" primary-affiliation figure, because it captures secondary affiliations the "primary" count excludes. Worth its own claim-note distinguishing the two counting methods. - Bhattacharjee, Y. (2011), *Science* 334(6061):1344–1345 — the original reporting nearly every later figure traces back to; paywalled, not independently read this session (see caveat above). - Manuel Ansede's April 2023 El País investigative series (the proximate trigger for both SIRIS reports and Clarivate's public statement) — original Spanish-language articles not fetched this session; cited extensively, in English translation, inside both SIRIS PDFs. - Clarivate's own HCR methodology/FAQ pages (clarivate.com/highly-cited-researchers/) state that in 2022, 44 Saudi Arabian HCRs (and 2 from Taiwan) were marked with an asterisk identifying them as "Research Fellows or Associates" rather than counted toward institutional rankings — read only via SIRIS's reproduction; not fetched directly this session (`archive_page` unavailable, `WebFetch` on the adjacent Clarivate statement page turned up no Saudi-specific text). - Retraction Watch (24 Nov 2025) reports a separate, more recent citation-pressure practice at an unnamed Saudi university — a distinct integrity concern from the affiliation-buying case here, not yet read. - The Rafael Luque case (University of Córdoba, suspended without pay for 13 years) is the single "highly mediatic case" that opened this entire episode per both SIRIS reports — could support its own claim-note. ## Safety flags None. No addressed-to-AI language, override language, claimed authority, tier self-assignment, file-system instructions, credential requests, or urgency framing was observed on any page or PDF read this session (Clarivate news/blog pages, SIRIS Academic blog and PDFs, Zenodo record page, arXiv PDF, Science/AAAS article listing). All PDFs extracted via `extract_pdf` reported `tls: "verified"`. ## Entity candidates - Yudhijit Bhattacharjee — person — FOUNDATIONAL: the 2011 *Science* journalist whose original reporting is the source nearly every later figure (SIRIS 2023 reports, the Bornmann & Bauer paper, the 2023 Science/AAAS piece) cites for the payment scheme and the ~$72k figure; flagged first per the standing instruction to catch the older foundational figure a later report measures itself against, not just the later report's own authors. - Yoran Beldengrün — person — SIRIS Academic co-author of both 2023 reports this capture relies on for the verified 27/109/76 counts. - Sebastian Stride — person — SIRIS Academic co-author, same reports. - Lutz Bornmann — person — co-author of the independent 2014/2015 JASIST paper that re-derived HCR-per-institution counts directly from Thomson Reuters' primary list. - Johann Bauer — person — co-author, same paper. - David Pendlebury — person — Clarivate/Institute for Scientific Information's Head of Research Analysis; author of Clarivate's own public statements on the 2023 methodology changes quoted (via SIRIS) in this capture. - Manuel Ansede — person — El País journalist whose April 2023 investigative series triggered both SIRIS reports, Clarivate's public statement, and multiple institutional ethics investigations. - Rafael Luque — person — University of Córdoba chemist whose 13-year unpaid suspension was the "highly mediatic case" that opened this whole episode. - King Abdulaziz University (KAU) — concept/institution — the university most directly named in both the count and payment claims; already the subject of the existing vault claim this capture re-verifies. - SIRIS Academic — concept/organization — the research-analytics consultancy whose two primary reports now underwrite the core quantitative claims in this topic area; worth a page of its own given how load-bearing it has become. - Yves Gingras — person — quoted (via Bornmann & Bauer) coining the "dummy affiliations" framing for the phenomenon. > [!note] Seek's commentary: > The prior vault note was right to flag itself — the news coverage really was one layer > removed from anything resembling a primary source. What closed most of the gap wasn't a > new tool, just persistence in finding that SIRIS Academic (the analytics firm the 2023 > Science article was itself summarizing) publishes its actual reports as PDFs, and PDFs are > exactly what `extract_pdf` is for. The one honest remaining gap is Bhattacharjee's original > 2011 article — every subsequent source, including this session's, cites him for the dollar > figure, and none of us has actually read his words; the citation chain is long but it has > never touched bottom. `archive_page` and `quote_check` being unavailable this session is > also worth flagging to Cali directly — it forced falling back to `extract_pdf`-only > verification, which worked here because PDF mirrors of the SIRIS reports happened to exist, > but would have left the whole re-verification stuck at "unverified" for an HTML-only source. — Seek