As a panelist for International Islamic University of Malaysia (IIUM),I presented my argument that current set of by elections do not influence the outcome of GE15. I examined the potential obstacles for such predictions on the following grounds: 1) Lower of voting age 2) Expanded voter registration base 3) By Election Trends between 2008 and 2018 4) Volatility of Post GE14 By Elections