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IPS215 Elizabeth S. et al.
                  Keywords
                  Mathematics education; Gender; STEM; Careers; Equity

                  1.  Introduction
                      It has been reported in Australia that there is a shortage of employees in
                  science, technology, engineering and mathematics (STEM) related careers [1].
                  There is also a strong under-representation of females in these areas, similar
                  to  the  trends  found  among  females  compared  with  males  studying
                  mathematics  in  later  years  of  secondary  school  and  in  STEM  tertiary  level
                  studies.
                      The 2015 Programme for International Student Assessment (PISA) study
                  results released by the Australian Council for Educational Research show that
                  Australian year nine student mathematics literacy results declined by 30 points
                  since 2003, equivalent to one year of schooling, with 10 points of the decline
                  occurring  in  the  last  three  years  [2].  It  has  been  claimed  that  Australian
                  students’ ability to apply their mathematical and scientific knowledge to real
                  life  situations  is  falling  both  absolutely  and  relatively  compared  to  other
                  countries  [3].  Differences  in  mathematics  literacy  performance  between
                  genders have also been observed in Australian national studies, including the
                  2012 PISA study, with males found to outperform females [4]. Some other
                  studies, however, have shown school grades of more than 1.6 million students
                  from  around  the  world,  with  the  majority  from  North  America,  in  STEM
                  subjects to be similar between male and female students, with the top 10% of
                  a STEM classroom containing equal numbers of females and males [5]. The
                  small gender gap noted in some studies in ability does not seem to explain
                  the large gender gap in terms of undergraduate students choosing to study
                  mathematical STEM subjects and working in STEM careers [6].
                  A proposed contributing factor to this trend, however, is gender differences in
                  self perceptions with females underrating their abilities on tasks and careers
                  considered male dominated [7]. It has been shown, for example, that among
                  students  performing  at  the  90th  percentile  in  mathematics  ability  in  late
                  secondary school, boys still rate themselves higher than do their female peers
                  with the claim that girls who are more confident in their mathematics skills are
                  more likely to pursue mathematics based degrees [7]. It was found in one
                  study  that  year  12  females  with  the  highest  levels  of  confidence  in  their
                  mathematics ability were more than three times more likely to major in math
                  intensive STEM areas than females with the lowest levels of confidence [7].
                     Another contributing factor postulated to contribute to this difference is
                  that girls are more anxious about mathematics [8]. Students who have high
                  levels  of  mathematics  anxiety  tend  to  underperform  in  mathematics  tasks
                  compared to students with lower levels of mathematics anxiety [9]. It has also
                  been claimed that those who experience mathematics anxiety tend to avoid

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