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CPS1850 Paula Alves de Almeida et al.
            a  woman”  with  the  following  auxiliary  variables:  sex  of  scriptwriter,  sex  of
            cinematographer, sex of producer, sex of protagonist and film genre.
               The film genre “experimental” was aggregated into the category “fiction”,
            and the film genre “animation” was not considered in the modelling procedure
            because  there  were  very  few  of  them  in  comparison  with  fiction  and
            documentary films.
               For the modelling procedure, we considered only two categories for the sex
            of  the  behind-the-scenes  employers,  “men”  and  “women”,  excluding  the
            category  “both”,  for  estimating  differential  effects  for  men  and  women  in
            movie key functions. Since the response variable is binary, we used a binomial
            logistic  regression model that relates the odds in favour of the event (the
            director is a woman or the scriptwriter is a woman ) with possible associated
            factors (Dobson, 2002), as follows:














            3. Main results
               Female  presence  in  selected  behind-the-scenes  roles  in  Brazilian  film
            production from 1961 to  2016 is presented in  Graph 1. We only  have the
            information related with sex of protagonists for films produced after 1991.
            There  is  evidence  that,  for  all  decades,  women’s  participation  in  these  key
            functions is very low, although has been increasing over time.
               Films  with  women  taking  the  considered  roles markedly  increased  after
            1980, except for cinematographers. The female presence as director, writer
            and  producer  portrays  a  similar  pattern.  Women  fared  best  as  producers
            (24.5% in the last period, 2011-2016) and worst as cinematographers (only
            about 6.3% in the last period). It can be noted, when comparing data from
            1991-2000 and 2001-  2010,  an  upsurge  of  women  presence  as  producers,
            directors and scriptwriters. Female involvement in film direction seemed to
            have  stabilized  after  2001.  Therefore,  this  paper  focuses  the  statistical
            modeling procedure on data of the last decades.







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