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РУБРИКАGraph 1 Movement of nonperforming loans and HP trend of change of

 nonperforming loans in the Republic of Macedonia (2004 – 2014)

                                   Growth of total nonperforming loans
                                   HP-trend
                                   Cycle

Source: NBRM and own calculations

                                   of the nonperforming loans separately      presented with the HP trend. Nonper-
                                   in the enterprises and in the house-       forming loans at the beginning of the
                                   holds, using quarterly data about the      analyzed period have a downward HP
                                   period 2003Q4 – 2014Q4 by using the        trend with a culmination in 2008Q3
                                   Autoregressive Distributed Lag Mod-        when the growth on nonperforming
                                   elling Approach (ARDL) cointegration       loans reached its maximum, and this
                                   model. The selection of the period is      moment is followed by an upward HP
                                   determined by the need to also cover a     trend which shows the positive dy-
                                   period of a relative boom, i.e. the rise   namics, that is, increase of the growth
                                   of the economy, the fall, i.e. the crisis  of nonperforming loans. The reasons
                                   of the economy and its post-crisis re-     of such movements of nonperfor-
                                   covery.                                    mance loans will be explained in the
                                                                              text below.
                                   Movement of nonperforming
                                   loans in the Republic of                      Namely, since the independence
                                   Macedonia                                  of the Republic of Macedonia to the
                                                                              first years of the new millennium,
                                      In order to analyze the movement of     the banking sector in Macedonia was
                                   nonperforming loans in the Republic        quite shallow and relatively undevel-
                                   of Macedonia for the specific period, it   oped. This period, known as a transi-
                                   is necessary to primarily diagnose the     tion period in the Macedonian histo-
                                   trend of this movement. We will use        ry, was followed by major structural
                                   the Hodrick-Prescott (HP) filter as the    changes in the economy, privatization
                                   initial method for calculation of the      of large companies, failure of com-
                                   trend of nonperforming loans.              panies, military conflict. The credit
                                                                              growth was weak and mostly directed
                                      Graph 1 shows the change of non-        towards the enterprises which were
                                   performing loans in the period from        facing large financial difficulties. In
                                   2004Q1 to 2014Q4, summarized and           such conditions, the balance positions

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