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Public Leaderboard Methodology & Right-of-Reply

Last Updated: October 24, 2026 • Legal Entity: ReclaimBill
Defamation Safe-Harbor Disclosure (Section 356 Bharatiya Nyaya Sanhita, 2023): The Hospital & Insurer Transparency Index reports anonymized, aggregate mathematical observations between billed line items and provisional cashless deductions. It reflects statistical variance against IRDAI Master Circular 2024 compliance baselines and does not constitute an allegation of fraud, bad faith, or criminal misconduct against any named healthcare institution, Third-Party Administrator (TPA), or insurance company.

1. Objective & Statutory Safe-Harbor

The Hospital & Insurer Transparency Index published on reclaimbill.com is an informational, consumer-advocacy utility. Its sole purpose is empowering distressed policyholders to understand historical deduction patterns and turnaround times across Indian network hospitals.

In accordance with Section 356 of the Bharatiya Nyaya Sanhita, 2023 (and Section 499 of the Indian Penal Code), statements of factual data made in good faith regarding public conduct or public administrative decisions—specifically healthcare billing under public IRDAI regulations—enjoy full statutory safe-harbor protection.

2. Data Sources & Neutral Aggregation

All statistics displayed on the leaderboard are derived from neutral, verifiable data streams:

3. Core Leaderboard Metrics Explained

1. Observed Provisional Deduction Variance (%)

Calculated as the percentage difference between the total initial hospital bill amount and the provisional cashless approval issued by the TPA before policyholder discharge. This indicates the average proportion of the bill initially disputed or subjected to non-payable deduction.

2. Average Reported Cashless Authorization TAT (Hours)

The elapsed time from when the final hospital discharge summary was transmitted to when the TPA/insurer issued final cashless clearance. The IRDAI Master Circular 2024 (Clause 6.1) mandates a strict 3.0-hour turnaround time (TAT). Delays exceeding 3 hours are statistically flagged.

3. Primary IRDAI Violation Categories

Common statutory rules triggered during audits, including Clause 19 (illegal proportionate room-rent deductions on MRP implants and pharmacy), Annexure-1 (unlawful surgical consumable deductions with active rider), and unapproved hospital administrative/MRD fees.

4. Institutional Right-of-Reply & Data Correction Mechanism

We are committed to absolute factual precision and fairness. Any accredited hospital network, medical superintendent, TPA claims officer, or insurance company representative may exercise their institutional right of reply:

5. Operating Entity & Official Contact