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CPS1474 Jing R. et al.
                  indicators  in  different  resonance  periods  and  can  be  used  as  a  leading
                  indicator  of  these  phenomena.  By  measuring  the  confidence  and  its
                  variations of consumers in different resonance periods, which can not only
                  provide  effective  monitoring  of  the  future  trends  of  major  economic
                  variables, but also can be used to anticipate market fluctuations.
                      However,  there  are  still  some  several  limitations  in  our  study.  First,
                  because of month-on-month figures which would normally be inaccessible,
                  we calculated year-on-year values on the raw data as the representative of
                  economic variables separately. Secondly, whether the seasonal adjustment
                  of consumer confidence index is needed in the process of analysis needs
                  further discussion. Considering that consumer confidence index reflects the
                  mental  state  of  consumers,  which  are  subjective  judgment  of  them  on
                  economic phenomena, and there are also no obvious seasonal variations.
                  Finally, this article only examines leading and lagging relationships between
                  CCCI and various variables, but has not verified the extent of impact and
                  effectiveness of prediction of CCCI. This is a convinced step toward our future
                  research framework.

                  References
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