{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__library_information_science","archetype_slug":"deadweight_loss_reduction","domain_slug":"library_information_science","title":"Risk-tiered redesign of overdue fines and borrowing blocks","opportunity_summary":"Test whether replacing daily fines and persistent fine-triggered blocks with reminders, renewals, return-linked suspension, and replacement billing can restore patron access while preserving timely returns, collection availability, and cost recovery. The mechanism and bounded pilot are well specified, but the local problem magnitude, stakeholder demand, comparative effects, authority constraints, and distinctiveness remain unverified.","adopter_authorizer":"A library board or duly delegated library director, subject to fiscal, legal, labor, privacy, consortium, and system-vendor constraints.","scores":{"meaningful_impact":{"score":4,"rationale":"If fine-triggered blocks materially suppress borrowing after replaceable items are returned, restoring access to an already funded collection could create meaningful access and equity benefits. The realized magnitude is uncertain because local prevalence, incidence, and displaced waiting-time harms have not been measured."},"stakeholder_pull":{"score":3,"rationale":"Patrons facing blocks and staff repeatedly handling waivers have plausible reasons to favor redesign, while waiting patrons and funders may resist greater lateness, loss, or revenue reduction. The packet provides no observed requests, commitments, complaints, or adoption demand from these stakeholders."},"incremental_advantage":{"score":3,"rationale":"The proposal changes the sanction mechanism rather than merely simplifying payment and waiver administration, and it retains due dates, hold protections, and replacement billing. Whether this produces more access than the baseline or nearest rival without offsetting availability or fiscal harm is untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The proposed composition of risk-tiered reminders, return-linked suspension, replacement billing, distributional monitoring, and rollback is coherent, but prior-art status is explicitly UNSEARCHED. The packet itself identifies comparison with documented fine-free and return-linked policies as necessary, so an incremental distinctiveness claim is not presently supported."},"technical_implementability":{"score":4,"rationale":"A one- or two-branch pilot using adult, replaceable, library-owned circulating items appears technically bounded and relies mainly on circulation rules, notices, account states, and existing outcome records. Implementability still depends on local library-system configuration, data quality, vendor control, and consortium restrictions."},"adoption_authority_feasibility":{"score":3,"rationale":"The library board or delegated director is identified as the likely authorizer, and the proposal preserves several stewardship protections. Actual authority remains conditional on unverified fiscal, legal, labor, privacy, consortium, and vendor constraints."},"evidence_readiness":{"score":4,"rationale":"The candidate names a baseline, nearest rival, measurable outcomes, problem and intervention falsifiers, excluded materials, halt categories, and rollback. It lacks locally calibrated harm bounds, a complete comparison design, estimands, missing-data rules, and follow-up adequate to detect delayed loss and revenue effects."},"safety_net_benefit":{"score":4,"rationale":"The design retains due dates, hold protections, return-linked restrictions, and replacement charges; excludes higher-risk materials; and specifies monitored halt and rollback conditions. Safety is not maximal because thresholds are not calibrated and a 12-week intervention could miss delayed losses or fiscal effects."},"scalability":{"score":3,"rationale":"The policy components could in principle be replicated across branches using common circulation functions, but scaling depends on heterogeneous collection scarcity, system capabilities, governance, consortium agreements, staffing, and fiscal reliance on fine revenue."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Conduct a bounded retrospective analysis of de-identified circulation and account records to test whether fine-triggered blocks materially reduce subsequent borrowing after items are returned, using a pre-specified comparison group and falsification criteria.","confidence":"MODERATE","assumptions":["Relevant fine, item-return, block, borrowing, hold, loss, and waiver records are already available in usable form.","The work includes privacy review, data extraction, cleaning, analysis, and a short decision memorandum.","No new patron contact, system modification, or live policy change is included."]},"initial_deployment_startup":{"band_2026_usd":"10K_TO_50K","scope":"Prepare a one- or two-branch pilot through policy approval, fiscal and legal review, circulation-system configuration, staff procedures, patron notices, preregistration, and monitoring setup.","confidence":"LOW","assumptions":["Existing circulation software can implement eligibility and sanction rules without custom vendor development.","The pilot is limited to adult, replaceable, library-owned items.","Consortium, labor, and privacy reviews do not require major contract changes."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Operate and evaluate the proposed 12-week pilot at one or two branches, including staff coordination, data monitoring, baseline comparison, review periods, follow-up for delayed outcomes, and rollback readiness.","confidence":"LOW","assumptions":["The estimate includes evaluation labor and operational coordination but not permanent system-wide rollout.","Lost fine revenue is treated as a resource-equivalent consequence during evaluation.","No major equipment purchase or replacement of the circulation platform is required."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Maintain a broader operational policy with outcome monitoring, reporting, staff support, system administration, and potential net fine-revenue reduction, while retaining replacement billing.","confidence":"LOW","assumptions":["The band represents a modest multi-branch library system rather than a single branch or national network.","Fine-revenue exposure, transaction volume, and staffing needs are unknown.","Collection-loss costs remain bounded because lost and damaged items continue to incur replacement charges."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet specifies observable account blocks, reduced borrowing, waiver activity, and returned-item balances, but explicitly labels their local presence and magnitude as hypotheses. Administrative-record evidence is needed to establish a material problem."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The candidate identifies the library board or duly delegated director as the decision authority and specifies the patrons, staff, waiting users, funders, and governing body affected."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that changing the sanction mechanism can restore access beyond clearer notices, easier payment, or faster waivers while holding lateness, loss, waiting time, fiscal effects, staff burden, and distributional harm within pre-specified bounds."},"bounded_next_evidence_step":{"status":"YES","reason":"A retrospective, de-identified circulation-record comparison can test the stated problem falsifier without changing patron sanctions or initiating live deployment."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The candidate includes exclusions, protected functions, halt conditions, and rollback, but actual legal, fiscal, labor, privacy, consortium, and delegated-authority constraints have not been resolved and harm thresholds are not calibrated."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The one- or two-branch pilot scope is bounded enough for a broad resource range, but circulation-system modification effort, vendor dependence, fine-revenue exposure, data quality, staffing, and follow-up requirements are unknown."}},"blocking_evidence":["Local evidence that fine-triggered blocks materially reduce later borrowing or access among otherwise eligible patrons after items are returned.","Separation of the fine or block effect from item scarcity, notification failure, payment friction, waiver practices, and balances arising from genuinely lost or damaged materials.","Evidence on whether daily fines materially accelerate returns relative to the proposed safeguards and whether redesign worsens extreme lateness, loss, hold waits, staff burden, or distributional outcomes.","Locally approved harm bounds, comparison construction, estimands, review cadence, missing-data rules, and follow-up sufficient to detect delayed loss and fiscal effects.","Confirmation of board or delegated-director authority and applicable fiscal, legal, labor, privacy, consortium, and vendor constraints.","External prior-art comparison sufficient to determine whether the combined mechanism and evaluation protocol offer a distinct incremental contribution."],"next_evidence_step":"Run an 8- to 12-week retrospective study using a pre-specified window of de-identified local circulation records. Compare otherwise similar accounts just above versus just below the fine-block threshold, stratifying returned-item balances from unreturned, lost, or damaged items, and compare subsequent successful borrowing, waiver activity, repayment, lateness, loss, and hold waits. Do not proceed to a live pilot if crossing the threshold shows no pre-specified material reduction in access, if nearly all blocked balances reflect genuine cost recovery, or if the apparent effect disappears under credible comparison and sensitivity tests.","research_questions":["How many accounts are blocked by fines, and what share concern items already returned rather than unreturned, lost, or damaged materials?","Does crossing the fine-block threshold cause a material decline in subsequent successful borrowing compared with otherwise similar patrons?","Which patrons, item classes, branches, and hold conditions account for the access loss and the risk of displaced waiting-time harm?","How much do daily fines independently accelerate return compared with reminders, renewals, return-linked suspension, and replacement billing?","What locally acceptable bounds should govern extreme lateness, loss, hold waits, fiscal effects, staff burden, and group-level access disparities?","Can the circulation system implement the bounded eligibility and rollback rules consistently without custom vendor work or stigmatizing staff discretion?","Which fiscal, legal, labor, privacy, consortium, and governance approvals are required?","How does the complete mechanism and monitoring protocol compare with externally documented fine-free, reduced-fine, threshold, and return-linked approaches?","What follow-up duration is sufficient to detect delayed loss, replacement, revenue, and patron-return effects?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["No external sources or prior-art search were available.","Problem prevalence, stakeholder demand, effect sizes, distributional incidence, market scale, and realized impact are unmeasured.","Cost bands are resource-equivalent planning ranges rather than quotations and are highly sensitive to library size, software constraints, data quality, staffing, and fine-revenue reliance.","The proposed 12-week pilot may be too short to observe delayed loss, replacement, revenue, or patron-retention effects.","Named authority is conditional rather than confirmed under local governance and consortium arrangements."],"closed_book_prior_art_boundary":"The sealed packet classifies prior art as UNSEARCHED and supplies no external comparison evidence. It mentions fine-free and return-linked library policies only as subjects for future comparison; therefore no claim is made about novelty, prevalence, adoption, comparative performance, or freedom to implement."}