{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp05_complete_proposal_portfolio20_20260803","cell_id":"deadweight_loss_reduction__disaster_management","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_id":"cand_dwl_dm_004","proposal_index":4,"version":0,"title":"Adaptive Reimbursement Bands for Emergency Hotel Vouchers","problem":"An emergency lodging program may reimburse participating hotels at a fixed nightly ceiling. The ceiling protects public budgets, prevents open-ended price escalation, and gives displaced households uniform terms. It becomes an avoidable price wedge when verified habitable rooms remain available, hotels decline voucher reservations because the authorized payment is below their disaster-period operating or opportunity cost, and displaced households remain in costlier or less suitable congregate shelter. Removing the ceiling entirely would abandon fiscal and anti-gouging protections; the repair is to separate beneficiary protection from a temporarily miscalibrated provider payment.","actors":["Displaced households eligible for emergency lodging","Emergency housing program administrator","Public procurement and finance officials","Participating and nonparticipating lodging providers","Congregate-shelter managers","Accessibility and civil-rights officials","Public-health and lodging-safety inspectors","Transportation coordinators","Taxpayers and disaster-fund stewards","Residents, responders, and other users of the local lodging market"],"observable_state":"Within a declared activation area, eligible households await non-congregate lodging while authorized hotels report safe, suitable rooms that are vacant but unavailable to voucher holders at the fixed reimbursement ceiling. Providers identify the ceiling rather than damage, staffing, utilities, contract terms, or household screening as the reason for declining participation. Concurrent records show voucher refusals, room availability by type, actual occupancy, congregate-shelter use, accessibility requirements, quoted rates, and the program's remaining budget authority.","consequence":"Potentially usable lodging does not connect to eligible displaced households, prolonging congregate shelter stays or forcing relocation farther from essential services. A poorly bounded increase could instead overpay providers, induce strategic withholding, displace other protected users, accelerate local price escalation, or exhaust funds before later households receive assistance.","affected_objective":"Secure safe and accessible temporary lodging for eligible disaster-displaced households while preserving affordability to beneficiaries, fiscal control, equal treatment, market integrity, and availability for other critical users.","intervention":"Pilot preannounced emergency reimbursement bands for a bounded allotment of verified rooms in one activation area. The administrator retains a baseline rate and may move all eligible providers within a room category to a higher, legally authorized band only when documented refusals and verified vacant inventory indicate that the fixed ceiling is blocking participation. Bands are capped, time-limited, identical for comparable rooms, and reviewed at short intervals; they step down or expire when the qualifying condition no longer holds. Payment goes directly to providers, households owe no rate difference, and taxes, deposits, accessibility, cancellation, length-of-stay, safety, and nondiscrimination terms remain standardized. Providers must commit real inventory at the accepted band, and higher payments are subject to availability verification, audit, budget reservation, and anti-withholding rules.","structural_mapping":[{"archetype_element":"Value-blocking wedge","domain_realization":"A fixed provider reimbursement ceiling prevents eligible households from using otherwise available hotel rooms when providers will not supply them at the administered rate."},{"archetype_element":"Blocked beneficial activity","domain_realization":"The housing program can fund temporary stays, households want suitable lodging, and providers have habitable rooms, but the authorized payment prevents the exchange."},{"archetype_element":"Visible shortage and surplus","domain_realization":"Voucher-eligible rooms appear scarce to households while verified rooms remain vacant outside the program and congregate shelter capacity remains occupied."},{"archetype_element":"Protected purpose","domain_realization":"The ceiling limits expenditure, restrains opportunistic pricing, supports consistent treatment, preserves program duration, and prevents displaced households from bearing disaster-period price increases."},{"archetype_element":"Specific redesign lever","domain_realization":"Replace one inflexible ceiling with capped, conditional, category-specific reimbursement bands while retaining direct payment, uniform terms, audit, and beneficiary cost protection."},{"archetype_element":"Affected-party incidence","domain_realization":"Displaced households and shelters may gain usable capacity; providers receive different payments; taxpayers bear additional expenditure; and residents or responders could lose access if program purchasing crowds them out."},{"archetype_element":"Behavioral response","domain_realization":"Providers may release rooms, withhold inventory in anticipation of a higher band, relabel room categories, raise nonprogram rates, or favor lower-service bookings; households may concentrate near higher-quality participating properties."},{"archetype_element":"Implementation boundary","domain_realization":"The pilot applies to a fixed room allotment, geographic area, activation period, provider class, budget reservation, and legally authorized maximum rate."},{"archetype_element":"Monitoring and rollback","domain_realization":"Room releases, completed stays, refusals, cancellations, unsupported charges, household cost exposure, accessibility, displacement of other critical users, provider concentration, budget consumption, and price behavior determine continuation."}],"mechanism_mapping":[{"mechanism_slug":"distortion_reduction_review","role":"Test whether the fixed ceiling is the binding cause of voucher nonparticipation by separating rate refusals from damaged rooms, utility loss, staffing shortages, contract burdens, unsuitable inventory, transportation barriers, and household eligibility problems.","counterfactual_removal":"Without this diagnostic, a higher reimbursement could pay more for the same unavailable supply while leaving the true lodging constraint untouched."},{"mechanism_slug":"price_control_redesign","role":"Move provider reimbursement through bounded bands when verified inventory and refusal evidence indicate a price wedge, while replacing the old ceiling's household protection with direct payment, no cost sharing, uniform terms, caps, and automatic step-down.","counterfactual_removal":"Without price-control redesign, the program would retain the participation-blocking ceiling or remove it without reconstructing its fiscal and distributional protections."},{"mechanism_slug":"regulatory_simplification_pilot","role":"Contain the change to a fixed room allotment and activation period, require live monitoring, and make the baseline ceiling resume automatically unless evidence supports renewal.","counterfactual_removal":"Without a scoped pilot and expiry, the administrator would have to change reimbursement broadly before observing provider participation, gaming, expenditure, and market effects."},{"mechanism_slug":"impact_assessment_table","role":"Track effects separately for displaced households, accessibility subgroups, congregate shelters, participating providers, nonparticipating providers, taxpayers, local residents, responders, and later applicants, with a protected interest and trigger for each.","counterfactual_removal":"Without an incidence register, increased room acquisition could conceal household surcharges, geographic exclusion, crowding out, concentrated provider benefit, or depletion of funds needed by later applicants."},{"mechanism_slug":"cost_benefit_assessment_protocol","role":"Compare the value of completed suitable stays and released congregate capacity with higher reimbursements, administration, transport, audit, crowding-out, market, and budget-duration costs under alternative participation and withholding assumptions.","counterfactual_removal":"Without a two-sided and sensitivity-tested comparison, more participating rooms could be treated as sufficient proof even if the program merely transferred funds, shortened assistance duration, or displaced other critical lodging users."}],"causal_chain":["A disaster displaces households and creates demand for temporary non-congregate lodging.","The emergency program offers hotels a fixed reimbursement while shielding eligible households from direct room charges.","Some safe, suitable rooms remain outside the program because providers will not commit them at that ceiling.","A distortion review verifies whether price, rather than physical damage, staffing, utilities, contract friction, transport, or total room scarcity, is the binding constraint.","The administrator opens a bounded reimbursement band for comparable verified rooms without changing household eligibility, safety, accessibility, or no-surcharge protections.","Providers claiming the band must commit auditable inventory rather than merely quote a higher rate.","Participating inventory is matched to eligible households under the existing needs and priority rules.","Conditional price adjustment can connect available rooms to displaced households and release congregate capacity while the legal cap and budget reservation limit exposure.","Repeated reviews detect whether participation persists, bands can step down, providers withhold strategically, other users are displaced, or later households face reduced funding.","The administrator narrows, lowers, renews, or terminates the bands according to the observed welfare, incidence, and safeguard evidence."],"baseline":"The program applies one fixed nightly reimbursement ceiling to each existing room category for the activation area. Hotels may accept or decline voucher reservations, but officials cannot raise payment responsively within the incident without a separate exception or policy change. Eligible households pay no authorized rate difference. Safety, accessibility, procurement, documentation, and nondiscrimination conditions remain prerequisites.","nearest_rivals":["Negotiate pre-disaster master lodging contracts with fixed emergency room allotments; this is stronger when providers will commit adequate capacity in advance.","Pay for documented disaster-related operating inputs such as temporary power or staffing rather than raising room reimbursement; this is stronger when a specific recoverable cost prevents participation.","Transport households to suitable lodging in an unaffected market; this is stronger when nearby rooms are genuinely scarce or local pricing cannot be adjusted safely.","Expand or improve congregate and non-hotel temporary shelter; this avoids hotel-market effects when such facilities meet household needs.","Use compulsory requisition or emergency occupancy authority with lawful compensation; this may be stronger in an extreme shortage but entails different legal and rights burdens.","Retain the fixed ceiling and simplify contracts, payment timing, or provider onboarding; this is preferable when transaction friction rather than the authorized rate drives refusals."],"remaining_contrastive_claim":"Adaptive bands are preferable only when verified suitable rooms are vacant, the administered reimbursement is demonstrably blocking their program use, and provider response can be obtained within lawful caps without unacceptable household, market, or budget harm. The intervention repairs a provider-payment wedge while preserving beneficiary price protection. If rooms are physically unavailable, providers are deterred by contract friction, or adequate inventory can be secured through advance contracts, operating support, or nearby markets, those rivals should be chosen.","authority_safety":{"decision_authority":"The public official or body holding emergency lodging, procurement, and expenditure authority establishes the pilot, maximum bands, budget reservation, eligible room categories, and review schedule. Finance and legal officials verify authority; lodging-safety and accessibility personnel retain their existing approval roles. Hotels choose whether to commit inventory but cannot alter household eligibility or charge unauthorized differences.","authorized_first_step":"Conduct a retrospective shadow test using a bounded set of closed program records and contemporaneous provider availability records, where lawfully held. Reconstruct refusal reasons and simulate several capped reimbursement bands without offering funds, changing contracts, contacting former households, or asserting that providers would have participated. Identify cases where price appears binding and list every assumption required for a completed stay.","excluded_actions":["Changing live reimbursement rates during the retrospective first step","Exceeding statutory, contractual, or appropriated payment authority","Charging eligible households any difference between the program payment and provider rate","Reimbursing unsafe, unlicensed, inaccessible-for-the-assigned-household, or unverified rooms","Allowing individualized negotiation that gives unequal rates for comparable committed rooms without a documented cost basis","Paying a higher band without a binding inventory commitment and auditable stay record","Waiving nondiscrimination, accessibility, privacy, tax, cancellation, deposit, or unauthorized-fee protections","Using household desperation, protected status, or ability to pay to set reimbursement","Displacing reserved rooms for responders or other protected groups without an authorized incidence review","Making the adaptive schedule permanent without affirmative legal, fiscal, and evidentiary review"],"halt_rollback":"Do not begin a live phase if legal authority, budget reservation, room verification, household no-surcharge enforcement, comparable category definitions, or audit access is absent. Pause new higher-band commitments upon unauthorized household charges, fabricated availability, material room-category manipulation, safety or accessibility failures, budget-reserve breach, systematic exclusion, evidence of coordinated withholding, unacceptable displacement of critical users, or loss of auditable records. Honor already authorized safe stays where funds and law permit, block new assignments at the affected band or provider, investigate charges, restore the baseline schedule, and provide households a protected transfer path."},"negative_tests":{"strongest_counterevidence":"Verified providers with vacant suitable rooms still decline to commit inventory at the legally available higher bands, or records show that refusals arose from power, staffing, damage, contract, payment-timing, minimum-stay, or operational constraints rather than price. Evidence that rooms labeled vacant were not actually usable would also undermine the diagnosis.","problem_falsifier":"There are no safe and suitable vacant rooms within the relevant area, the existing ceiling already covers the rate at which providers will participate, or household placement is principally blocked by eligibility, accessibility, transportation, case processing, or provider onboarding rather than reimbursement.","intervention_falsifier":"A bounded live test does not produce additional completed suitable stays after cancellations and verification are counted, or it creates unacceptable surcharges, withholding, expenditure, accessibility disparities, provider concentration, crowding out, price spillovers, or premature exhaustion of lodging funds that cannot be corrected within the design.","risks":["Providers withhold rooms or delay commitments in anticipation of a higher band.","Public payments exceed the amount needed to induce participation or reward providers that would have accepted the baseline.","Higher program rates influence prices charged to residents, responders, insurers, or other disaster-affected customers.","The program crowds out other critical lodging users or concentrates households in poorly located properties.","Rapid budget consumption reduces assistance available to later applicants or lengthens congregate sheltering later in the incident.","Hotels relabel standard rooms, impose unauthorized fees, require deposits, or manipulate reported availability.","Accessible rooms and properties serving transportation-poor households remain insufficient despite higher aggregate participation.","Large providers capture most allocations while smaller or rural providers face administrative barriers.","Payment differences across dates or properties appear arbitrary and undermine trust.","Unsafe or low-quality rooms enter the program under pressure to expand inventory." ]},"next_evidence_step":"For one bounded historical activation or exercise dataset, classify each declined or unfilled lodging offer by room condition, utilities, staffing, contract status, payment timing, quoted rate, room type, accessibility, location, actual occupancy, and stated refusal reason. Simulate several legally permissible reimbursement bands and require a case to count as potentially responsive only when suitable inventory was verified and no nonprice blocker remained. Construct an incidence and budget table showing provider payments, household suitability, congregate-shelter alternatives, transportation needs, later-applicant exposure, and possible displacement of other critical users. Stress the result against provider nonresponse, strategic withholding, shorter assistance duration, category misclassification, and unavailable accessibility features. Treat all simulated participation as uncertain and do not infer a live effect size.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"Proposal 1 repairs a post-disaster building-reinspection authority wedge through bounded delegation to mutual-aid inspectors. Proposal 2 repairs an evacuation-shelter eligibility wedge through a segregated companion-animal admission pod. Proposal 3 repairs a stale emergency-equipment allocation through expiring generator mission claims and verified reassignment. This proposal instead addresses a temporary-housing price wedge between a public reimbursement ceiling and verified provider participation. Its intervention changes bounded provider payment bands while retaining household price protection; it neither delegates safety decisions, alters shelter animal admission, nor reallocates generators. Its actors, resource, disaster phase, protected purpose, behavioral response, causal path, evidence, and adoption authority are materially distinct from all three earlier proposals, and it is independently adoptable.","revision_record":{"parent_version":null,"progress_targets_addressed":[],"conceptual_changes":[],"operational_changes":[],"evidence_changes":[],"claim_changes":[]}}