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STS566 Iluminada T. Sicat
            of unbanked population. According to the 2014 survey of Philippine Consumer
                                                                            4
            Finance,  86%  of  Filipino  households  remain  to  be  unbanked.  Access  to
            electronic  payments  is  mostly  associated  with  maintenance  of  a  deposit
            account  with  the  bank.  Concerns  on  dependable  IT  infrastructure,
            interoperability  concerns  across  digital  financial  service  providers  and  IT-
            related security issues associated with digital financial criminality such as cyber
            thievery, fraud, identity theft and cyber-attack, are among the reasons cited
            for the low usage of electronic and online payment transactions. While the BSP
            has  implemented  many  initiatives  in  the  regulatory  front  and  continue  to
            introduce many more initiatives as part of its financial inclusion program to
            address  the  barrier and unveil  greater  use  of  electronic  payments  in  retail
            transactions,  many  believe  that  cash  will  remain  a  dominant  medium  of
            exchange in the retail payment space over the medium- to long-term. The BSP
            hopes to bring up share of non-cash transactions to 20 percent by 2020. Given
            this premise, it is thus vital that the BSP should have a  robust forecasting
            model of currency demand.

            3.  Currency Demand Framework
                The process in currency forecasting in the Philippines consists of 2 levels,
            one involves forecasting at the national (aggregate) level, and the other, is for
            regional allocation. Also, part of the forecasting exercise is to estimate the
            denominational mix. Forecasted currency by denomination is based primarily
            on  historical  trend  but  is  also  adjusted  to  take  stock  of  the  changes  or
            anticipated  changes  in  denominational  preference  over  time,  caused  by
            emergence of alternative payment infrastructure such as use of electronic fund
            transfer at point of sale, use of plastic cards for payments, and increase in the
            number of automated tellering machines (ATMs). It has been observed that
            demand  for  higher  denomination  banknotes  rose  as  the  number  of  ATMs
            installed increased. Similarly, the number of electronic fund transfer at point
            of sale such as use of debit card, has a negative effect on the demand for low
            denominations. A comparison of the denominational mix of the currency in
            circulation in 2000 and 2018 in the Philippines showed an increase in the share
            of  higher  denominations,  particularly  for  1000P,  200P,  and  100P  notes.  By
            contrast, the share of 20P declined. This shift in denominational mix was in
            step with expansion in the number of off-site ATMs. Banks demand higher
            denominated notes to save them from more frequent reloading of cash in
            their machines.
                Aggregate Demand. In forecasting the aggregate currency demand for the
            Philippines,  the  determinants  are  based  on  economic  and  non-economic
            variables. Specifically, currency demand is influenced by 3 factors, namely 1)
            the  transaction  demand  to  support  economic  needs  and  changes  in  price


            4  Bangko Sentral ng Pilipinas. Consumer Finance Survey (2014).
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