Page 22 - Azerbaijan State University of Economics
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THE JOURNAL OF ECONOMIC SCIENCES: THEORY AND PRACTICE, V.76, # 1, 2019, pp. 20-33


                    economy and vice versa) and there is no correlation between bank loans and inflation
                    and  the  output  gap.  Theoretically,  the  impact  of  the  loan  market  deepness  on
                    inflation  might  be  positive  as  well  as  negative.  The  first  case  happens  via  credit
                    channel: A high level of loans speeds up economic growth level, which in turn raises
                    inflation. The second case arise through alternative financial resources prices. In the
                    context of decreasing number of banks, lending firms search for alternative sources
                    to finance their projects. This, in turn, affects cost as well as inflation.

                    Some  researches  on  the  other  hand  focused  on  the  impact  of  oil  revenues  on
                    macroeconomic and financial stability. For instance, Imanov et al. (2017) used fuzzy
                    modelling  to  evaluate  financial  stability  and  Hubert  model  to  forecast  oil  and  gas
                    production,  which  can  be  useful  in  assessing  impact  of  oil  revenues  on  financial
                    stability.

                    In  most  empirical  papers,  besides  the  impact  of  financial  deepness  on  price  and
                    financial stability, structural indicators of financial markets are also  analyzed. For
                    instance,  the  degree  of  dollarization  of  bank  liabilities  serves  as  a  good  example.
                    High dollarization speeds up inflation and high inflation leads to adverse process. In
                    other words, high inflation decreases  the confidence  in  the national  currency,  and
                    financial resources allow to transform into alternative foreign currencies (see Levy-
                    Yeyati,  2006).  According  to  empirical  studies,  high  dollarization  of  bank  loans
                    adversely  impacts  the  sustainability  of  banking  sector  and  gives  rise  to  financial
                    markets crisis (De Nicolo et al., 2005; Honohan, Shi, 2003; Laeven, Valencia, 2012).

                    Another structural indicator of financial markets is the share of the foreign capital.
                    This  is  particularly  relevant  in  the  banking  sector.  Although  foreign  capital
                    contributes to the quality and efficiency of the financial services, it might pose some
                    threats  to  financial  stability  as  well.  Specifically,  competition  among  foreign  and
                    domestic participants in the banking industry can diminish values of the banks and
                    negatively affect financial stability (see Claessens et al., 2001).

                    III.  DATA AND EMPIRICAL ANALYSIS
                    Researchers have studied financial deepness and economic growth as well as their
                    relation  with  financial  stability.  Credit-to-GDP,  domestic  corporate  securities  to
                    GDP  and  foreign  corporate  loan  to  GDP  ratios  were  used  to  measure  financial
                    deepness.  We  have  used  financial  deepness  and  macroeconomic  indicators  of  64
                    middle-  and  high-income  countries  (including  Azerbaijan)  for  the  analysis.  The
                    database covers annual data from 2000 to 2017 and panel model was used. In order
                    to define development impact of financial markets on economic growth, volatility of
                    this  growth,  price  and  financial  stability  indicators  were  divided  into

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