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A Scientometric Analysis on the Ethics Education… A. Karimi et al (151



                       multidisciplinary Science Direct          links with other items are the
                       scientific database, serving as           key  and  important  words  in
                       a    citation    profile.     The         the  analysis,  which  are  more
                       network  visualization  tool              visible in Overlay visualization.
                       employed  for  this  study  was              Also,  in  the  next  tables  in
                       VOS viewer software.                      the  findings,  there  is  no
                         The  research  encompassed              specific  relationship  between
                       all  articles  published  in  this        the  references  and  keywords
                       scientific database from 2020             in quantity.
                       to  2024,  totaling  19,126                  In  overlay  visualization,
                       initially  identified  articles           each  item  has  links  with
                       using  the  keywords  Ethics              others  that  make  the  basic
                       Education and COVID-19.                   relationship.  In  this  system
                         Subsequent        refinements,          which  item  gets  the  most
                       including limiting and filtering          links, it will  appear that item
                       articles, resulted in a final set         is  central  and  important  to
                       of 1,000 articles. This refined           understand  the  map;  But  co-
                       dataset  underwent  manual                occurrence  refers  to  the
                       curation, merging similar words,          statistical  analysis  of  the
                       removing articles unrelated to            frequency with  which  two  or
                       the chosen topics, and expert             more  items  appear  together.
                       selection.                                Finally,   both  are  in  an

                         The  final  curated  dataset            agreement trend.
                       was then transformed into 10
                       RIS  files  and  imported  into
                       VOS viewer software. Renowned
                       for       its      user-friendly
                       interpretation,  VOS  viewer
                       software has gained popularity
                       in bibliographic research.
                         In  VOS  Viewer  software,
                       each  keyword  is  related  to
                       other words, which is called a
                       link.  Now,  the  words  that
                       have  the  highest  number  of
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