Filing income tax returns early increases the likelihood but does not guarantee faster refunds. Successful e-verification and matching tax records are crucial for timely refund processing. Pre-validating bank accounts and avoiding complex disclosures expedite the refund process. Mismatched information and unverified returns can significantly delay refund issuance.