Page 28 - Insurance Times July 2021
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o   The variables considered for analysis can be  They take following initiatives to spread awareness about
                 customer demographics, policy information and  Fraud awareness.
                 intermediary behavior. Based on statistical analysis,  Y  Theme based poster competition for employees.
                 significant variables can be derived for the  Y  Online quiz on Fraud Management.
                 predictive model.
                                                              Y  Mouse pad with Fraud Management message - gets
             Again this is one-time cost for insurer.            distributed to all employees.
         Y   Policy Servicing Stage                           Y  Fraud related videos gets created highlighting effects
             o   Customer walking mandatory for policy servicing  of misconduct
                 changes. (Address Change/ Nomination Change).  Y  Coffee mugs with Fraud Management theme based
             o   Thorough check of high value customers before any  logo.
                 payout.                                      Y  Pledge Calendar aimed on personal ethics & Conduct.
             o   Roll out of ORMS [Operational Risk Management
                 System] wherein Risk aspects is checked in all stages  Now, let us see few examples wherein cost involvement is
                 of policy servicing.                         almost negligible.
             o   Creation of an incident reporting platform and  A) Insurance Fraud Controls through Profiling
                 awareness to employees for reporting any     the Fraudster:
                 suspicious /fraudulent instances.            Pre-planned fraudsters
                 First two initiatives will not require any cost, but  Y  Who start out from the beginning planning to commit
                 last two initiatives will require one-time      fraud.
                 infrastructure investment for the insurer.   Y  Can be short-term players, e.g. who use stolen credit
         Y   Claims/ Surrender Stage                             cards; or can be longer-term, like bankruptcy fraudsters
             o   Fraudulent Death Claims Detection Model:  To    & those who execute complex money laundering
                 predict the chance of a claim proposal, resulting  schemes.
                 into fraudulent claims using statistical model.  Intermediate fraudsters
             o   Very Early Death Claim Analysis [VEDC]: Early Death  Y  Who start off truthful but turn to fraud when times get
                 claims which gets reported within one year of policy  tough or when life happenings, such as annoyance at being
                 issuance is considered to be very early death claim.  passed over for promotion or the requirement to pay for
                 Analysis to be done on a monthly basis on VEDC.  care for a family member, change the usual mode.
                 Call for initial observations from the Sales  Slippery-slope fraudsters
                 Intermediaries and Branch Head for all very early  Y  Who just carry on trading even when, objectively, they
                 death claim intimated during the particular period.  are not in a situation to pay their debts. This can apply
                 Actions can be initiated, if any adversity found.  to normal traders or to key business people.
             o   Roll out of Fraud Risk MIS (Online MIS reports): The
                 very early death claim reports can be provided to  B) Insurance Fraud Controls through Fraud
                                                              Prevention:
                 sales personnel. These reports can be built and
                 mapped as per the sales hierarchy. Death claim
                 intimations can be populated on real time basis.

             o   Industry Feedback: Flagging of policies based on
                 negative feedback received from the Industry.
         These Initiatives will require one-time cost for the insurer.  Fig. 5 - Fraud Controls through Fraud Prevention


         Insurance Fraud Controls through How to Establish a Sound Ethical Culture
         Awareness sessions on Frauds                         in any Organization:
         Fraud Awareness Day                                  Y  A mission statement that refers to quality or, more
         Many companies celebrate fixed dates of a year as Fraud  unusually, to ethics and defines how the organization
         Awareness Day.                                          wants to be regarded externally.

          28  The Insurance Times, July 2021
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