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STS543 Muizz A. et al.
                Macroprudential policies have been used in Malaysia to address systemic
                                                            1
            risk to the financial system since the early 1990s . In the recent decade, the
            Government and the Central Bank of Malaysia (the Bank) implemented a series
            of  measures  to  address  excessive  accumulation  of  household  debt  and  to
            promote  a  more  sustainable  housing  market.  Since  the  implementation  of
            these measures, credit-fuelled speculative purchases of residential properties
            (measured by the annual growth of the number of borrowers with three or
            more residential property loans) declined to 1.7% as at end-2018 (2010: 15.8%
            (peak)).  Personal  financing,  which  also  drove  the  earlier  rapid  debt
            accumulation by households, moderated significantly to 2.3% as at end-2018
            (2008: 25.2% (peak)). Against this backdrop, the household debt-to-GDP ratio
            declined  to  82.1%  (2015:  86.9%  (peak)).  More  importantly,  this  decline
            occurred  without  adversely  affecting  private  consumption  and  economic
            growth.
                Two  notable  studies  assessing  the  effectiveness  of  macroprudential
            policies in Malaysia against the objective that they were designed to achieve,
            found supportive evidences. Rauf (2017) found that introduction of additional
            policies is associated with a decline in growth of residential property loans. Of
            significance, policies affecting the supply and demand of credit are found to
            be  more  effective  vis-à-vis  fiscal  policies  that  affect  the  cost  of
            homeownership. Similarly, A. Rani and Lau (forthcoming) found that a limit on
            loan-to-value (LTV) ratio did dampen demand for residential property loans
            although the effects appear to diminish over time. Both studies measured the
            effectiveness of macroprudential policies at the bank- and banking system-
            level, respectively.
                Our  study  extends  existing  work,  by  assessing  the  impact  of
                                                            2
            macroprudential policies on the debt service ratio  (DSR) of households, at the
            borrower-level. The paper is organised as follows: in Section 2, we will provide
            an  overview  of  the  Malaysian  household  debt  over  the  years  and  the
            macroprudential policy framework in Malaysia; in Section 3, we describe the
            data and methodology used; in Section 4, we present our results; while in
            Section 5, we draw some conclusions and outline possible policy implications
            of our work.






              A series of macroprudential policies were implemented to curb large capital inflows that led
            1
            to a strong growth in assets prices, which includes, among others, a cap on LTV ratio and a
            limit on the expansion of bank financing to less productive economic sectors.
            2  The ratio of total monthly bank and non-bank debt obligations to monthly disposable
            income (net of statutory deductions).


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