Page 25 - Risk Management Bulletin Jan- Mar 2022
P. 25

RMAI BULLETIN JANUARY - MARCH 2022


              Various Risks                                      links  from  many accounts,  or  a  low-activity
                                                                 account with strong links to a master account. It
              In order to address these risks, the insurance industry
                                                                 might reveal multiple claims in a short period of
              itself will need to innovate and implement those
                                                                 time from related parties, such as members of a
              technologies which have help them at least mitigate
                                                                 single family, or the classic ring associated with
              if not eliminate future uncertainties.
                                                                 staged accident scams.
              1. Insurance Fraud
                                                              2. Economic Slowdown
              The Risk:
                                                              The Risk:
              The  insurance  services  industry  is  at  risk  from
                                                              Many economists believe world recession is in  the
              heightened levels of fraud, including cyber fraud, as
                                                              cards by the end of 2021. But due to Covid-19, we are
              criminals attempt to exploit the COVID-19 pandemic.
                                                              already entered into recession phase. Such a slowdown
                                                              could hit businesses all  over the world as declining
              Following  recent  announcements of  emergency
                                                              trade, reduced earnings, cuts in capital spending and
              measures, there are likely to be significant numbers of
                                                              slowed real estate activity start to bite. An economic
              applications from both individuals and businesses to
                                                              slowdown could also fan the flames of trade wars and
              access  support  schemes.  Claims  may  be  made
                                                              geopolitical risks - or vice versa.
              fraudulently, but processed rapidly, with less stringent
              controls  than  usual.  If  approved,  funds  may be
              transferred rapidly and with the whole system under Consideration:
              stress, recovering  funds  due  to fraud  may  be  a  Conducting rigorous  stress tests  and considering
              relatively low priority.                        hypothetical scenarios to assess a firm's ability to
                                                              weather  an  economic downturn can then help it
              The risk of internal fraud will potentially increase due  improve  efficiency  and  productivity  and  find
              to remote working and associated reduced oversight  investment alternatives.
              and challenge.
                                                              3. Cyber Attack/Data Breach:
              Considerations:
                                                              The Risk:
              a.  Employing predictive modeling: Data and analytics
                                                              Every organization  is vulnerable to cyber risk, and
                 could  improve organizations'  understanding of
                                                              industries relying heavily on digital technology to
                 consumer and identify factors and elements that
                                                              increase  efficiency  and  competitiveness  are  in
                 can help prevent future fraud. The goal is to detect
                                                              particular danger.
                 potential fraud as early as possible in the claims
                 process  and  thus  reduce  payments  made  to
                                                              Considerations:
                 fraudsters.
                                                              Every level of an organization must understand the
              b.  Using business  rules  to detect irregularities:
                 Business rules can allow forthe identification of
                 anomalies or irregularities during the processing
                 of claims. Such rules, for example, compare claims
                 based on various types of fraud (individual or
                 organized fraud), and determine whether to have
                 the personnel in charge investigate the fraudulent
                 incidents, and if so, when.

              c.  Social Network Analysis: Social network analysis
                 has proven effective in identifying organized fraud
                 activities by modeling relationships between
                 entities in claims. For example,  social network
                 analysis might show a high-activity account with



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