[Solved] HIM 600-8-1 Journal: Forensic Models
Fraud Surveillance Model
The
growing innovations in artificial intelligence (AI) and machine learning have
enhanced the automated methods of fraud surveillance and detection in the
healthcare industry (Joudaki et al., 2014). Together with data mining,
healthcare organizations can extract useful information from their EHR data for
abuse and fraud examination (IT-based auditing model), increasing their fraud
surveillance capacity (Joudaki et al., 2014). Besides, based on the Medicare fraud
and abuse report of 2021, the Recovery Audit Program allows an organization to
detect and collect underpayment and overpayment data from its systems,
improving its surveillance capability and ability to lower improper payments
(CMS, 2021). Therefore, through the IT-based auditing model and the recovery
audit program, healthcare organizations can audit to identify surveillance gaps
and recover from fraud and abuse instances, helping them to lower the risks of
fraud and abuse.
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