{"schema_version":1,"research_id":"eoa_inverse_innovation_exp05_external_evaluation_20260803","source_assessment_id":"deadweight_loss_reduction__disaster_management:P4:v0","cell_id":"deadweight_loss_reduction__disaster_management","search_queries":["site:fema.gov Transitional Sheltering Assistance hotels reimbursement rate participating hotels disaster","site:fema.gov emergency lodging assistance hotels room rates TSA lodging provider","disaster hotel vouchers reimbursement ceiling hotels decline participation available rooms study","emergency hotel voucher adaptive reimbursement rates disaster lodging program prior art","FEMA TSA reimbursement rate hotels participating room rate ceiling","FEMA Transitional Sheltering Assistance hotel rate payment GSA lodging rate","FEMA TSA hotels decline participation reimbursement rates","government hotel voucher rate too low hotels disaster survivors","site:gsa.gov per diem rates methodology lodging seasonal rates hotel survey","site:gao.gov FEMA transitional sheltering assistance hotels cost data program challenges","site:oig.dhs.gov FEMA Transitional Sheltering Assistance oversight planning hotel records","site:fema.gov transitional sheltering assistance policy 300 percent GSA lodging rate","\"FP 104-21-0008\" Transitional Sheltering Assistance","\"FP 104-009-20\" FEMA TSA policy 300%","\"allowable TSA room rate\" \"300%\"","\"Better Oversight and Planning\" \"OIG-21-20\"","site:fema.gov/sites/default/files/documents/fema_fp-104-21-0008-tsa-policy.pdf \"lodging rate\"","site:fema.gov/sites/default/files/documents/fema_fp-104-21-0008-tsa-policy.pdf \"300%\"","site:fema.gov/sites/default/files/documents/fema_fp-104-21-0008-tsa-policy.pdf \"current shelter capacity\"","site:fema.gov/sites/default/files/2020-05/TSA_for_Hurricane_Florence_104-009-5.pdf \"rate\""],"sources":[{"source_id":"S1","title":"Transitional Sheltering Assistance, FEMA Policy FP 104-21-0008","publisher":"Federal Emergency Management Agency","url":"https://www.fema.gov/sites/default/files/documents/fema_fp-104-21-0008-tsa-policy.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2021-07-26","accessed_at":"2026-08-03","claims_supported":["TSA is an authorized disaster-sheltering program administered by FEMA with state, tribal, or territorial participation.","On a written STT request with sufficient data and an FCO or Regional Administrator recommendation, FEMA's Individual Assistance Division Director may increase the applicable GSA lodging rate by up to 300 percent.","The increased rate may subsequently be decreased to the GSA rate, and adjustments apply at the next eligibility review.","TSA lodging providers must comply with civil-rights, disability-access, and effective-communication requirements.","This existing increase-and-step-down authority substantially overlaps the proposed adaptive reimbursement concept."]},{"source_id":"S2","title":"Transitional Sheltering Assistance Quick Reference Guide","publisher":"Federal Emergency Management Agency","url":"https://www.fema.gov/sites/default/files/documents/fema_tsa_qrg_20241009_final.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2024-10-09","accessed_at":"2026-08-03","claims_supported":["TSA provides eligible survivors a temporary hotel or motel stay when disaster damage or utility loss prevents return home and other assistance cannot meet the need.","Eligible survivors select a participating hotel and must confirm availability.","FEMA pays the room, taxes, and eligible nonrefundable pet fees directly to participating properties, while survivors remain responsible for specified incidentals.","Direct provider payment and standardized survivor obligations are already established beneficiary protections."]},{"source_id":"S3","title":"Emergency Lodging Services (ELS)","publisher":"U.S. General Services Administration","url":"https://www.gsa.gov/travel/plan-a-trip/lodging/emergency-lodging-services","source_class":"OFFICIAL_PRODUCT_DOCUMENTATION","publication_date":"2026-07-16","accessed_at":"2026-08-03","claims_supported":["GSA's fifth-generation Best-in-Class ELS blanket purchase agreement is an existing emergency-lodging procurement product available to eligible federal, state, local, and tribal government users.","ELS covers displaced evacuees and offers lodging sourcing, negotiated discounted rates, room blocking, audit trails, payment, reconciliation, and reporting.","An ordering activity must identify a contracting officer and specify payment and audit requirements.","Advance or incident-specific procurement through ELS is a close comparator and possible substitute for adaptive reimbursement bands."]},{"source_id":"S4","title":"Frequently Asked Questions, Per Diem","publisher":"U.S. General Services Administration","url":"https://www.gsa.gov/travel/plan-a-trip/per-diem-rates/faqs","source_class":"OFFICIAL_GUIDANCE","publication_date":"2025-01-15","accessed_at":"2026-08-03","claims_supported":["Hotels are not required to honor federal per-diem rates; offering such a rate is each property's business decision.","Federal travel rules already permit approved actual lodging expenses up to 300 percent of per diem when lodging is unavailable at the prescribed rate.","Hotel government rates can differ from federal per diem and higher amounts require prior approval.","These rules corroborate the general plausibility of a reimbursement ceiling affecting voluntary supply, although they do not prove the candidate's TSA-specific vacant-room/refusal state."]},{"source_id":"S5","title":"Factors Influencing Lodging Rates","publisher":"U.S. General Services Administration","url":"https://www.gsa.gov/travel/plan-a-trip/per-diem-rates/factors-influencing-lodging-rates","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2024-10-15","accessed_at":"2026-08-03","claims_supported":["GSA lodging rates are derived from selected mid-range properties' average daily rates, less five percent.","The methodology normally uses trailing April-to-March data and establishes seasonal periods from sustained historical differences.","Property selection, historical time frames, and seasonality can make per-diem rates differ from current published market rates.","The methodology supplies a plausible mechanism for temporary disaster-period miscalibration but does not establish that it occurred in a particular activation."]},{"source_id":"S6","title":"Better Oversight and Planning Are Needed to Improve FEMA's Transitional Sheltering Assistance Program, OIG-21-20","publisher":"U.S. Department of Homeland Security Office of Inspector General","url":"https://www.govinfo.gov/content/pkg/GOVPUB-HS-PURL-gpo151890/pdf/GOVPUB-HS-PURL-gpo151890.pdf","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2021-02-11","accessed_at":"2026-08-03","claims_supported":["FEMA provided TSA hotel rooms to about 90,000 households and nearly 227,000 survivors after selected 2017 disasters, spending approximately $642 million for more than five million nights.","TSA's stated goal includes moving survivors out of congregate shelters into short-term hotel accommodations.","The audit found inaccurate or insufficient cost and tax records, payments for unoccupied rooms, delayed transitions, and inadequate operating procedures and staffing.","Any adaptive-rate pilot requires stronger occupancy, cost, tax, audit, and transition controls than FEMA demonstrated in the audited period."]},{"source_id":"S7","title":"Special Transient Accommodations Program for the Evacuees from Hurricanes Katrina and Rita, OIG-07-31","publisher":"U.S. Department of Homeland Security Office of Inspector General","url":"https://www.govinfo.gov/content/pkg/GOVPUB-HS-PURL-gpo15485/pdf/GOVPUB-HS-PURL-gpo15485.pdf","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2007-02","accessed_at":"2026-08-03","claims_supported":["A prior FEMA emergency-lodging program used CLC to pay hotels and administer millions of anticipated room nights.","The audit found unsupported eligibility or occupancy, billing-integrity problems, and rates above published prices at 13 of 22 sampled hotels.","Hotel managers reported demand and seasonality as pricing determinants, while the audit required rate-reasonableness controls.","Higher or more flexible rates create documented fiscal, verification, and gaming risks that must be treated as design constraints."]},{"source_id":"S8","title":"Disaster Housing: Improved Cost Data and Guidance Would Aid FEMA Activation Decisions, GAO-21-116","publisher":"U.S. Government Accountability Office","url":"https://www.gao.gov/products/gao-21-116","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2020-12","accessed_at":"2026-08-03","claims_supported":["FEMA's disaster-housing cost-effectiveness analyses were limited by incomplete or unusable program-cost data.","FEMA did not capture key subsidy and administrative costs in a form supporting full-cost comparison.","GAO recommended better cost-data systems and consistent guidance for comparing housing alternatives.","A credible comparison of adaptive reimbursement with shelters, transport, advance contracts, and other housing options requires data not established by public sources."]}],"problem_evidence":{"support":"MODERATE","rationale":"The underlying need matters: TSA has served nearly 227,000 survivors in the audited 2017 disasters, spent about $642 million, and explicitly seeks to reduce congregate sheltering. Hotels may voluntarily reject federal per-diem rates, and GSA rates rely on lagged historical data that can differ from current market rates. However, none of the eight sources verifies the candidate's decisive observable state: safe, suitable, genuinely vacant rooms withheld from TSA specifically because the authorized rate was binding while eligible households remained in congregate shelter. Physical scarcity, staffing, onboarding, payment timing, accessibility, location, or contract terms remain live alternative explanations.","source_ids":["S4","S5","S6","S8"]},"stakeholder_evidence":{"support":"STRONG","rationale":"FEMA, requesting state/tribal/territorial governments, FEMA's Individual Assistance Division Director, regional and coordinating officials, and government contracting officers are identifiable adopters and authorizers. The current TSA policy already provides a formal path for data-justified rate increases up to 300 percent and later decreases. GSA also operates a current emergency-lodging BPA for these government users, while OIG and GAO have expressed needs for better procedures, records, planning, and cost comparison.","source_ids":["S1","S3","S6","S8"]},"prior_art":{"proximity":"ESTABLISHED_PRACTICE","closest_analogues":[{"name":"FEMA TSA data-justified lodging-rate increase and decrease","similarity":"The current FEMA policy already permits the responsible director to raise the GSA lodging rate by up to 300 percent on an STT request supported by specific data and later return it to the baseline rate.","remaining_difference":"The candidate adds preannounced category bands, explicit vacancy-and-refusal triggers, uniform treatment of comparable rooms, binding inventory commitments, short review intervals, anti-withholding rules, and a preregistered incidence test. Public sources do not show whether FEMA's existing waiver workflow already implements some or all of these operational details.","source_ids":["S1"]},{"name":"GSA Emergency Lodging Services 5.0 BPA","similarity":"ELS already sources lodging, negotiates rates, can block rooms, and supplies payment, reconciliation, reporting, and audit infrastructure for displaced evacuees and government users.","remaining_difference":"ELS is a procurement and lodging-management service rather than a published trigger rule that automatically moves all comparable TSA providers among capped reimbursement bands.","source_ids":["S3"]},{"name":"Federal actual-expense allowance up to 300 percent of per diem","similarity":"Federal travel practice already responds to unavailable lodging at the prescribed rate by permitting approved reimbursement up to 300 percent, and GSA acknowledges hotels may refuse per diem.","remaining_difference":"The rule applies to official travel, not directly to disaster-survivor TSA placements, and lacks the candidate's provider-category, inventory-commitment, household-incidence, and congregate-shelter outcome tests.","source_ids":["S4"]},{"name":"Katrina/Rita transient-accommodation rate and occupancy controls","similarity":"The predecessor program paid hotels through CLC at large scale and tested rate reasonableness, eligibility, occupancy, and billing integrity.","remaining_difference":"It documents control requirements and failure modes rather than a conditional band algorithm; it also cautions that flexible emergency purchasing can overpay or lose auditability.","source_ids":["S7"]}],"distinctive_claim_remaining":"Relative to FEMA's existing data-justified waiver process, the baseline GSA rate, and advance/incident-specific ELS negotiation, a uniform preannounced category-band rule activated only by verified suitable vacancies plus price-specific refusals—and conditioned on auditable inventory commitment—will produce more completed suitable room-nights per incremental public dollar and fewer congregate-shelter days, without increasing survivor charges, accessibility disparities, unsupported occupancy, market crowd-out, strategic withholding, or premature budget exhaustion beyond preregistered limits.","confidence":"HIGH"},"implementation_evidence":{"support":"MODERATE","rationale":"Core implementation is credible because FEMA already pays participating properties directly, can approve rates up to 300 percent and later decrease them, and uses CLC/GSA infrastructure for sourcing, payment, reconciliation, and audit. Civil-rights and accessibility duties are explicit. The unresolved components are material: no public evidence establishes reliable real-time vacant-inventory and refusal-reason data, comparable-room classification, anti-withholding detection, local market-spillover measurement, or authority for automatic band movements without the written-request and approval process. Historical audits document serious occupancy, tax, cost, and billing-control weaknesses.","source_ids":["S1","S2","S3","S6","S7","S8"]},"scores":{"meaningful_impact":{"score":4,"rationale":"Safe non-congregate lodging is consequential, and TSA has operated at a scale of hundreds of thousands of survivors and hundreds of millions of dollars. The candidate-specific incremental effect remains unmeasured.","source_ids":["S2","S6"]},"stakeholder_pull":{"score":4,"rationale":"Named government requesters, FEMA authorizers, contracting officers, and an active national lodging service exist; audits also express demand for improved operations and cost evidence.","source_ids":["S1","S3","S6","S8"]},"incremental_advantage":{"score":2,"rationale":"Uniform triggers and binding inventory commitments could improve transparency and responsiveness, but no evidence shows superiority to the existing up-to-300-percent waiver, ELS negotiation, advance room blocking, or nonprice process repair.","source_ids":["S1","S3","S4"]},"distinctiveness_plausibility":{"score":1,"rationale":"The central idea—raising a GSA-based TSA rate on justified request and later decreasing it—is already explicit FEMA policy. Only the more specific trigger, band, and inventory-control protocol remains distinctive.","source_ids":["S1"]},"technical_implementability":{"score":4,"rationale":"Existing direct-payment, contractor, rate, audit, and reporting infrastructure makes a bounded implementation technically plausible, although inventory verification and anti-gaming analytics require additional work.","source_ids":["S1","S2","S3","S6"]},"adoption_authority_feasibility":{"score":3,"rationale":"Federal policy identifies an approval chain and ceiling, but a specific STT request, FEMA approval, appropriation, procurement modification, and local price-gouging review would still be necessary. Automatic bands may not fit the existing approval path without modification.","source_ids":["S1","S3","S4"]},"evidence_readiness":{"score":2,"rationale":"Historical invoices and placement records exist, but audits found incomplete cost, tax, occupancy, and administrative data, while refusal reasons and counterfactual provider participation are not publicly demonstrated.","source_ids":["S6","S7","S8"]},"safety_net_benefit":{"score":4,"rationale":"The design retains direct government payment, survivor protection from the room rate, civil-rights and accessibility duties, and a route out of congregate shelter. Whether accessible and well-located rooms increase must be tested.","source_ids":["S1","S2","S6"]},"scalability":{"score":3,"rationale":"National FEMA and GSA/CLC infrastructure supports replication, but disaster-specific lodging markets, STT requests, budget authority, data quality, and local legal constraints limit uniform scaling.","source_ids":["S1","S3","S6"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"A 10- to 16-week retrospective shadow study of one closed activation: secure and link provider, rate, refusal, availability, occupancy, accessibility, placement, shelter, transport, and payment records; perform privacy review, causal classification, sensitivity analysis, and an authority memo. No live rate changes or provider payments.","confidence":"MODERATE","assumptions":["Existing closed records can be accessed under an interagency or contractor data-use agreement.","Approximately two analyst/data-engineer FTE-equivalents, fractional emergency-housing expertise, and legal/privacy review are required.","Records need substantial cleaning but not reconstruction from paper across many jurisdictions.","The estimate is resource-equivalent and excludes the value of already-collected administrative data."],"source_ids":["S6","S8"]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"One-area pilot setup: legal and procurement modifications, provider category definitions, rate-band and budget rules, CLC/system configuration, inventory-commitment workflow, audit controls, privacy/security work, dashboarding, training, and pre-registration. Excludes room-night reimbursements.","confidence":"LOW","assumptions":["Existing FEMA and ELS/CLC infrastructure is reused rather than replaced.","No statutory change is required and the pilot stays within the current 300-percent ceiling.","One activation area and a small number of room categories are configured.","Historical control deficiencies require added validation and quality assurance."],"source_ids":["S1","S3","S6","S7"]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"A bounded live launch in one activation area, including incident staffing, provider verification, audits, evaluation, and incremental reimbursement for approximately 5,000 to 20,000 higher-band room-nights.","confidence":"LOW","assumptions":["Average uplift above baseline is approximately $40 to $150 per affected room-night.","The band includes incremental reimbursement but not all baseline TSA room costs that would occur under the comparator.","The pilot has a fixed allotment and budget reservation with no more than one primary activation area.","Safety, accessibility, transportation, and protected-transfer services use existing response capacity except for incremental monitoring."],"source_ids":["S3","S6","S7"]},"annual_recurring":{"band_2026_usd":"5M_TO_25M","scope":"Recurring national readiness and operation across roughly two to five activations per year: system maintenance, training, legal/procurement refresh, data quality, audits, evaluation, and incremental payments for approximately 20,000 to 100,000 higher-band room-nights.","confidence":"LOW","assumptions":["Annual disaster frequency and affected room-nights vary substantially.","Existing GSA/CLC and FEMA systems remain available.","The estimate includes incremental band payments but excludes ordinary baseline TSA lodging expenditure.","A large event could exceed this band and would require separate appropriation and incident-specific costing."],"source_ids":["S3","S6","S7"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"UNCERTAIN","reason":"The importance of post-disaster hotel sheltering and the general possibility of hotels refusing per-diem rates are supported, but no direct source verifies vacant, suitable TSA rooms withheld solely because of a binding reimbursement ceiling in a defined activation.","source_ids":["S4","S5","S6"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"FEMA's Individual Assistance Division Director, requesting STTs, coordinating and regional officials, and government contracting officers are named within existing FEMA and GSA mechanisms.","source_ids":["S1","S3"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"The residual claim compares a preannounced category-band and inventory-commitment protocol against the existing GSA baseline, FEMA waiver practice, and ELS procurement using measurable placement, cost, shelter-duration, accessibility, market, and integrity outcomes.","source_ids":["S1","S3","S4"]},"bounded_next_evidence_step":{"status":"YES","reason":"One closed activation can support a time-bounded shadow analysis with explicit comparators and falsifiers before any live payment change.","source_ids":["S6","S7","S8"]},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"Current policy supplies authority for justified increases up to 300 percent and states civil-rights obligations, but no activation area, STT request, appropriation, procurement determination, local price-gouging analysis, or authority for automatic band changes has been established.","source_ids":["S1","S3","S7"]},"credible_cost_scope_and_range":{"status":"YES","reason":"The four estimates separate evidence, startup, launch, and recurring scope and state room-night and staffing assumptions. Historical audits provide program-scale, room-night, administrative-service, and control anchors, though confidence remains low for deployment bands.","source_ids":["S3","S6","S7","S8"]}},"next_evidence_step":"With FEMA, the relevant STT, and CLC as data partners, analyze one closed activation and a fixed 14- to 30-day peak window. Enumerate every unfilled or declined TSA placement and link timestamped provider availability, actual occupancy, room suitability, accessibility, quoted and authorized rates, provider refusal reason, contract/onboarding status, payment timing, utilities, staffing, minimum stay, cancellations, shelter stay, transport, and payment records. Predefine four comparators: (A) the ordinary GSA-based TSA rate, (B) the existing case-specific FEMA increase of up to 300 percent, (C) ELS-negotiated or pre-blocked inventory, and (D) nonprice onboarding/payment repair. Count an episode as price-bindable only when suitable inventory was independently verified, no nonprice blocker remained, and the provider contemporaneously identified rate as the reason. Estimate incremental completed suitable room-nights, cost per additional completed room-night, congregate-shelter days avoided, accessibility fill rate, travel burden, unsupported occupancy, unauthorized charges, provider concentration, later-applicant budget exposure, and displacement of responders or other critical users. Falsify the problem if fewer than 20 independently verifiable price-bindable episodes exist or price-bindable episodes are less than 10 percent of eligible unfilled placements. Falsify incremental advantage if band simulations do not dominate the existing waiver or ELS comparator across plausible provider-response and withholding assumptions. Treat simulated acceptance as unknown; proceed only to a preregistered, capped live randomized or stepped-wedge pilot if providers' counterfactual response, market spillovers, and completed stays still require measurement.","blocking_evidence":["No public source demonstrates the full candidate state of verified suitable vacancies, price-specific TSA refusals, and concurrent congregate-shelter demand in a defined activation.","Provider refusal reasons, timestamped inventories, actual occupancy, room suitability, accessibility, and completed-placement records require proprietary or operational data access.","The incremental difference between existing FEMA rate-waiver operations and the proposed category-band protocol is not documented publicly.","No causal evidence shows that the proposed bands increase completed suitable stays rather than quotes, nominal participation, strategic withholding, or unsupported billing.","The specific STT, appropriation, contracting path, automatic-adjustment authority, and applicable price-gouging rules are unspecified.","Incremental effects on local hotel prices, responders, residents, later applicants, accessible-room supply, and program duration require live or proprietary measurement.","The four cost bands are resource-equivalent planning estimates, not vendor quotes or incident-specific budgets."],"research_disposition":"PARTNERED_RESEARCH_PROGRAM","world_novelty_boundary":"This evaluation establishes neither world novelty nor patentability. It does not assess freedom to operate, market size, procurement competition, realized impact, or whether unpublished FEMA, CLC, state, tribal, territorial, hotel-industry, academic, or patent materials contain the proposed trigger-and-inventory protocol. The public record shows that adaptive TSA rate increases up to 300 percent and later decreases are already established policy; only the specified uniform triggers, category bands, inventory commitments, anti-withholding controls, and comparative outcome claim remain for differentiation and empirical testing.","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_version":0,"controller_recommendation":{"action":"STOP_EMPIRICAL_RESEARCH_NEEDED","repairable":false,"material_progress_observed":false,"progress_targets":["Obtain a lawful FEMA/STT/CLC data-use agreement for one closed activation and complete the preregistered refusal-and-inventory reconstruction.","Document the actual operational distinction between FEMA's existing up-to-300-percent adjustment workflow and the proposed preannounced category bands.","Demonstrate at least 20 independently verifiable price-bindable episodes and rule out availability, staffing, utilities, accessibility, transport, onboarding, contract, and payment-timing explanations.","Compare the band protocol against the existing waiver, ELS-negotiated or pre-blocked supply, and nonprice process repair on completed suitable stays and full cost.","Secure incident-specific legal, procurement, appropriation, civil-rights, accessibility, privacy, and price-gouging determinations before a live phase.","Pre-register a capped live randomized or stepped-wedge test with budget, withholding, unauthorized-charge, accessibility, crowd-out, market-price, and rollback falsifiers."],"reason":"Bounded web research resolves the main prior-art question: FEMA already authorizes data-justified TSA lodging-rate increases up to 300 percent and subsequent decreases. The remaining claim concerns whether a more explicit trigger-and-inventory protocol causally improves completed placements over that established practice without fiscal, distributional, market, or integrity harm. Answering it requires proprietary operational records and, for provider response and spillovers, a live partnered test; further open-web searching cannot close those gaps."},"proposal_index":4}