AI LLM USA & UK
The Logit Working Papers present a systematic diagnostic of contemporary health technology assessment beliefs, using AI large language models to interrogate the published literature, guidelines, and institutional practices of HTA agencies, journals, and academic centers. Each paper applies a fixed 24-item measurement instrument to assess whether foundational axioms of representational measurement are endorsed or rejected in practice. The results are reported as endorsement probabilities and normalized logits, providing a transparent, quantitative profile of how deeply false measurement is embedded in decision frameworks.
These papers are not opinion pieces. They are structured audits of belief systems that govern therapy evaluation, access, and pricing. By translating qualitative doctrine into probabilistic measurement diagnostics, the series exposes where arithmetic is routinely applied without measurement, where non-falsifiable constructs are treated as evidence, and where scientifically inadmissible claims are normalized. The purpose is corrective: to document the extent of measurement failure and to establish a replicable baseline against which reform can be evaluated.
UNITED STATES
UNITED STATES ASSESSMENT OVERVIEW
UNITED STATES: COMPLETE SYSTEMIC MEASUREMENT FAILURE IN HEALTH
TECHNOLOGY ASSESSMENT
UNITED STATES: THE INEVITABLE FAILURE OF MULTIATTRIBUTE
INSTRUMENTS IN HEALTH TECHNOLOGY ASSESSMENT
UNITED STATES: THE INEVITABLE FAILURE OF THE REFERENCE CASE
IN HEALTH TECHNOLOGY ASSESSMENT
FOOD AND DRUG ADMINISTRATION
THE FOOD AND DRUG ADMINISTRATION PRO GUIDANCE: THE
REGULATORY ENDORSEMENT OF NON- MEASUREMENT
NATIONAL PHARMACEUTICAL COUNCIL (NPC)
UNITED STATES: MEASUREMENT EVASION WITH THE NATIONAL
PHARMACEUTICAL COUNCIL
VETERANS ADMINISTRATION
UNITED STATES: THE ABSENCE OF MEASUREMENT WITH THE VA PHARMACY
BENEFITS MANAGEMENT SERVICES
INSTITUTE FOR CLINIAL AND ECONOMIC REVIEW (ICER)
UNITED STATES: THE INSTITUTE FOR CLINICAL AND ECONOMIC REVIEW AND
THE FAILURE OF FALSE MEASUREMENT FOR REFERENCE CASE HTA CLAIMS
COLLEGES AND SCHOOLS OF PHARMACY
UNITED STATES: THE END OF PHARMACOECONOMICS IN PHARMACY: A SUBJECT WITHOUT
MEASUREMENT CREDIBILITY
ACADEMIC HEALTH TECHNOLOGY ASSESSMENT RESEARCH CENTERS
UNITED STATES: THE US ACADEMIC HTA MEMEPLEX – INSTITUTIONALIZED
ARITHMETIC WITHOUT MEASUREMENT
INTERNATIONAL NETWORK OF AGENCIES FOR HEALTH TECHNOLOGY
ASSESSMENT (INAHTA)
UNITED STATES: INAHTA AND THE ABSENCE OF MEASUREMENT
INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES
RESEARCH (ISPOR)
UNITED STATES: ISPOR AND CHEERS 2022 – ENDORSING THE OFFICIAL GUIDE
TO THE ABSENCE OF MEASUREMENT
UNITED STATES: FALSE MEASUREMENT IS NOT GOOD RESEARCH PRACTICE –
AN EPISTEMIC AUDIT OF ISPOR
ACADEMY OF MANAGED CARE PHARMACY (AMCP)
UNITED STATES: AMCP AND THE INSTITUTIONALIZATION OF ARITHMATIC WITHOUT MEASUREMENT
TUFTS COST-EFFECTIVENESS DATA BASE
UNITED STATES: TUFTS CEA REGISTRY AND THE ACADEMIC MEMORY PLACE
OF FALSE MEASUREMENT
RTI INTERNTIONAL
UNITED STATES: RTI INTERNATIONAL AND THE ABSENCE OF MEASUREMENT
HEALTH CARE SYSTEMS
VIZIENT INC
VIZIENT INC AND THE NORMALIZATION OF FALSE MEASURES IN HEALTH
TECHNOLOGY ASSESSMENT FOR MANAGED CARE
KAISER PERMANENTE
KAISER PERMANENTE AND THE NORMALIZATION OF FALSE MEASUREMENT IN US THERAPY IMPACT ASSESSMENT
GEISINGER
GEISINGER HEALTH AND THE NORMALIZATION OF FALSE MEASUREMENT
INTERMOUNTAIN
INTERMOUNTAIN HEALTH AND THE ABSENCE OF MEASUREMENT
JOURNALS
UNITED STATES: PHARMACOECONOMICS AND THE ABSENCE OF MEASUREMENT
UNITED STATES: VALUE IN HEALTH AND THE ABSENCE OF MEASUREMENT
UNITED STATES: JOURNAL OF MEDICAL ECONOMICS AND THE ABSENCE OF
MEASUREMENT
UNITED STATES: MEDICAL DECISION MAKING AND THE ABSENCE MEASUREMENT
UNITED STATES: QUALITY OF LIFE RESEARCH AND THE ABSENCE OF MEASUREMENT
UNITED STATES: AMERICAN JOURNAL OF MANAGED CARE AND THE ABSENCE OF
MEASUREMENT
PHARMACY JOURNALS
UNITED STATES: ABANDONING REPRESENTATIONAL MEASUREMENT ABANDONS DUTY OF CARE IN PHARMACY JOURNALS
UNITED KINGDOM
UNITED KINGDOM ASSESSMENT OVERVIEW
UNITED KINGDOM: THE BIRTH OF HEALTH TECHNOLOGY ASSESSMENT AS
NUMERICAL STORYTELLING
UNITED KINGDOM: THE INEVITABLE FAILURE OF MUTIATTRIBUTE INSTRUMENTS IN HEALTH TECHNOLOGY ASSESSMENT
UNITED KINGDOM: THE INEVITABLE FAILURE OF THE REFERENCE CASE IN HEALTH TECHNOLOGY ASSESSMENT
UNITED KINGDOM: DECONSTRUCTING THE EPISTEMIC KNOWLEDGE BASE OF THE EQ-5D-3L AND EQ-5D-5L INSTRUMENTS
OFFICE OF HEALTH ECONOMICS (OHE)
UNITED KINGDOM: OFFICE OF HEALTH ECONOMICS – THE INVERSION OF REPRESENTATIONAL MEASUREMENT
UNITED KINGDOM: NATIONAL INSTITUTE FOR HEALTH AND CARE EXCELLENCE (NICE)
UNITED KINGDOM; NICE AND THE GLOBAL NUMERICAL STORYTELLING MEMEPLEX
UNITED KINGDOM: NONSENSE ON STILTS – NICE AND THE REVIVAL OF SCHOLASTICISM
UNITED KINGDOM: NICE AND THE EQ-5D – INSTITUTIONALIZING FALSE MEASUREMENT
ACADEMIC RESEACH CENTERS
UNITED KINGDOM: ACADEMIC HEALTH TECHNOLOGY RESEARCH CENTERS AND THE ABSENCE OF MEASUREMENT
SCOTTISH MEDICINES CONSORTIUM
UNITED KINGDOM: SCOTTISH MEDICINES CONSORTIUM –
DEVOLUTION WITH NUMERICAL STORYTELLING
JOURNALS
UNITED KINGDOM: THE TECHNOLOGY ASSESSMENT JOURNAL AND THE
ABSENCE OF MEASUREMENT
UNITED KINGDOM: HEALTH ECONOMICS AND THE ABSENCE OF
REPRESENTATIONAL MEASUREMENT
UNITED KINGDOM: THE JOURNAL OF HEALTH ECONOMICS –
ARITHMETIC WITHOUT MEASUREMENT
UNITED KINGDOM: ENDORSING FALSE MEASUREMENT – THE
JOURNAL OF HEALTH ECONOMICS, POLICY AND LAW
PHARMACY JOURNALS