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Author's gender aects rating of academic articles 
Imagine a scientist...
Author's gender aects rating of academic articles 
Imagine a scientist... 
source: Steinke et al. (2007),Assessing media inuences on middle schoolaged children's perceptions 
of women in science using the draw-a-scientist test (DAST), Science Communication 29 (1).
Author's gender aects rating of academic articles 
Imagine a scientist... 
source: Steinke et al. (2007),Assessing media inuences on middle schoolaged children's perceptions 
of women in science using the draw-a-scientist test (DAST), Science Communication 29 (1).
Author's gender aects rating of academic articles 
Imagine a scientist... 
`Male scientist' stereotype
Author's gender aects rating of academic articles 
Imagine a scientist... 
`Male better scientist' stereotype
Author's gender aects rating of academic articles 
Author's gender aects rating of academic articles 
Evidence from an incentivized, deception-free laboratory experiment 
Magdalena Smyk 
Michaª Krawczyk 
GendEQU project 
GRAPE UW 
University of Warsaw 
June 2, 2014
Author's gender aects rating of academic articles 
Experiment design and procedures - how? 
The experiment
Author's gender aects rating of academic articles 
Experiment design and procedures - how? 
Treatments 
First step: articles 
10 papers 
each pair - written by mixed-gender couple 
each pair - one paper published in top economic journal and one working 
paper 
erased names 
two by two design: 
a female economist (in Polish: ekonomistka) 
a male economist (in Polish: ekonomista) 
a young female economist 
a young male economist
Author's gender aects rating of academic articles 
Experiment design and procedures - how? 
What was the experiment about? 
Task: 
Read the entire article and answer on a scale 0-7 how you evaluate: 
author's competence 
language quality 
methodology 
literature review 
scientic signicance 
scientic quality 
intelligibility 
In your opinion was this paper published in one of the top economic 
journals or was not published at all? 
Reward 
80 PLN (20EUR 25USD) 
additional 10 PLN - if answer to the question about publication was correct.
Author's gender aects rating of academic articles 
Experiment design and procedures - how? 
What we expected? 
Hypothesis 1 
Female-authored paper will less often be judged as published and receive lower 
ratings than male-authored. 
Hypothesis 2 
Papers written by young economists will less often be judged as published. 
Intuition 
The gender bias will be greater for the question of whether the paper was 
published (incentivized and indirect question).
Author's gender aects rating of academic articles 
Experiment design and procedures - how? 
Design 
Sessions 
10 sessions conducted at the Laboratory of Experimental Economics, 
University of Warsaw (Poland) 
pen-and-paper 
45 minutes per session 
193 subjects
Author's gender aects rating of academic articles 
Experiment design and procedures - how? 
Design 
Sessions 
10 sessions conducted at the Laboratory of Experimental Economics, 
University of Warsaw (Poland) 
pen-and-paper 
45 minutes per session 
193 subjects 
Subjects 
familiar with economics and procient in English 
60% - women 
2/3 students (majority: economics masters)
Author's gender aects rating of academic articles 
Results 
Results
Author's gender aects rating of academic articles 
Results 
Female-authored papers - less often judged as published.
Author's gender aects rating of academic articles 
Results 
Authors' young age - insignicant.
Author's gender aects rating of academic articles 
Results 
No gender bias for ratings... 
male female Two-sided MWW 
author author test 
average average (p-value) 
author's competence 5.15 4.99 0.17 
language quality 4.98 4.92 0.79 
proper methodology used 4.83 4.77 0.62 
comprehensiveness of literature review 4.76 4.66 0.73 
scientic signicance of results 4.08 4.17 0.76 
overall scientic quality 4.70 4.56 0.29
Author's gender aects rating of academic articles 
Results 
No gender bias for ratings... 
male female Two-sided MWW 
author author test 
average average (p-value) 
author's competence 5.15 4.99 0.17 
language quality 4.98 4.92 0.79 
proper methodology used 4.83 4.77 0.62 
comprehensiveness of literature review 4.76 4.66 0.73 
scientic signicance of results 4.08 4.17 0.76 
overall scientic quality 4.70 4.56 0.29 
...yet strong positive correlation between ratings and judged published 
author's language methodology literature scientic scientic 
competence quality review signicance quality 
judged 0.4767*** 0.3691*** 0.4152*** 0.3968*** 0.4121*** 0.4975*** 
published
Author's gender aects rating of academic articles 
Results 
Probit model: subjects characteristics 
Table : Paper judged as published: probit regressions 
(1) (2) (3) (4) 
female author - 0.353* - 0.350* - 0.370* - 0.462* 
young author 0.146 0.147 0.133 0.143 
female subject - 0.561*** - 0.428 
year of study 0.00341 - 0.000533 
not a student - 0.290 - 0.315 
female author*male subject 0.255 
paper eects included NO YES YES YES 
observations 193 193 173 173 
pseudo R2 0.017 0.039 0.0759 0.0774 
*** p0.01, ** p0.05, * p0.1
Author's gender aects rating of academic articles 
Conclusions and discussion 
Conclusions 
The gender of the author matters when it comes to the evaluation of a 
paper (at least in the eld of economics and between Polish students)...
Author's gender aects rating of academic articles 
Conclusions and discussion 
Conclusions 
The gender of the author matters when it comes to the evaluation of a 
paper (at least in the eld of economics and between Polish students)... 
but seemingly not author's age.
Author's gender aects rating of academic articles 
Conclusions and discussion 
Conclusions 
The gender of the author matters when it comes to the evaluation of a 
paper (at least in the eld of economics and between Polish students)... 
but seemingly not author's age. 
Why those results are important? - because of our subjects 
the time when important early career decisions are made 
inexperienced researchers may easily be discouraged. 
young women fail to see successful female economists that could serve as 
role models.
Author's gender aects rating of academic articles 
Conclusions and discussion 
Thank you for your attention! 
Magdalena Smyk 
msmyk@wne.uw.edu.pl

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Author's gender aects rating of academic articles

  • 1. Author's gender aects rating of academic articles Imagine a scientist...
  • 2. Author's gender aects rating of academic articles Imagine a scientist... source: Steinke et al. (2007),Assessing media inuences on middle schoolaged children's perceptions of women in science using the draw-a-scientist test (DAST), Science Communication 29 (1).
  • 3. Author's gender aects rating of academic articles Imagine a scientist... source: Steinke et al. (2007),Assessing media inuences on middle schoolaged children's perceptions of women in science using the draw-a-scientist test (DAST), Science Communication 29 (1).
  • 4. Author's gender aects rating of academic articles Imagine a scientist... `Male scientist' stereotype
  • 5. Author's gender aects rating of academic articles Imagine a scientist... `Male better scientist' stereotype
  • 6. Author's gender aects rating of academic articles Author's gender aects rating of academic articles Evidence from an incentivized, deception-free laboratory experiment Magdalena Smyk Michaª Krawczyk GendEQU project GRAPE UW University of Warsaw June 2, 2014
  • 7. Author's gender aects rating of academic articles Experiment design and procedures - how? The experiment
  • 8. Author's gender aects rating of academic articles Experiment design and procedures - how? Treatments First step: articles 10 papers each pair - written by mixed-gender couple each pair - one paper published in top economic journal and one working paper erased names two by two design: a female economist (in Polish: ekonomistka) a male economist (in Polish: ekonomista) a young female economist a young male economist
  • 9. Author's gender aects rating of academic articles Experiment design and procedures - how? What was the experiment about? Task: Read the entire article and answer on a scale 0-7 how you evaluate: author's competence language quality methodology literature review scientic signicance scientic quality intelligibility In your opinion was this paper published in one of the top economic journals or was not published at all? Reward 80 PLN (20EUR 25USD) additional 10 PLN - if answer to the question about publication was correct.
  • 10. Author's gender aects rating of academic articles Experiment design and procedures - how? What we expected? Hypothesis 1 Female-authored paper will less often be judged as published and receive lower ratings than male-authored. Hypothesis 2 Papers written by young economists will less often be judged as published. Intuition The gender bias will be greater for the question of whether the paper was published (incentivized and indirect question).
  • 11. Author's gender aects rating of academic articles Experiment design and procedures - how? Design Sessions 10 sessions conducted at the Laboratory of Experimental Economics, University of Warsaw (Poland) pen-and-paper 45 minutes per session 193 subjects
  • 12. Author's gender aects rating of academic articles Experiment design and procedures - how? Design Sessions 10 sessions conducted at the Laboratory of Experimental Economics, University of Warsaw (Poland) pen-and-paper 45 minutes per session 193 subjects Subjects familiar with economics and procient in English 60% - women 2/3 students (majority: economics masters)
  • 13. Author's gender aects rating of academic articles Results Results
  • 14. Author's gender aects rating of academic articles Results Female-authored papers - less often judged as published.
  • 15. Author's gender aects rating of academic articles Results Authors' young age - insignicant.
  • 16. Author's gender aects rating of academic articles Results No gender bias for ratings... male female Two-sided MWW author author test average average (p-value) author's competence 5.15 4.99 0.17 language quality 4.98 4.92 0.79 proper methodology used 4.83 4.77 0.62 comprehensiveness of literature review 4.76 4.66 0.73 scientic signicance of results 4.08 4.17 0.76 overall scientic quality 4.70 4.56 0.29
  • 17. Author's gender aects rating of academic articles Results No gender bias for ratings... male female Two-sided MWW author author test average average (p-value) author's competence 5.15 4.99 0.17 language quality 4.98 4.92 0.79 proper methodology used 4.83 4.77 0.62 comprehensiveness of literature review 4.76 4.66 0.73 scientic signicance of results 4.08 4.17 0.76 overall scientic quality 4.70 4.56 0.29 ...yet strong positive correlation between ratings and judged published author's language methodology literature scientic scientic competence quality review signicance quality judged 0.4767*** 0.3691*** 0.4152*** 0.3968*** 0.4121*** 0.4975*** published
  • 18. Author's gender aects rating of academic articles Results Probit model: subjects characteristics Table : Paper judged as published: probit regressions (1) (2) (3) (4) female author - 0.353* - 0.350* - 0.370* - 0.462* young author 0.146 0.147 0.133 0.143 female subject - 0.561*** - 0.428 year of study 0.00341 - 0.000533 not a student - 0.290 - 0.315 female author*male subject 0.255 paper eects included NO YES YES YES observations 193 193 173 173 pseudo R2 0.017 0.039 0.0759 0.0774 *** p0.01, ** p0.05, * p0.1
  • 19. Author's gender aects rating of academic articles Conclusions and discussion Conclusions The gender of the author matters when it comes to the evaluation of a paper (at least in the eld of economics and between Polish students)...
  • 20. Author's gender aects rating of academic articles Conclusions and discussion Conclusions The gender of the author matters when it comes to the evaluation of a paper (at least in the eld of economics and between Polish students)... but seemingly not author's age.
  • 21. Author's gender aects rating of academic articles Conclusions and discussion Conclusions The gender of the author matters when it comes to the evaluation of a paper (at least in the eld of economics and between Polish students)... but seemingly not author's age. Why those results are important? - because of our subjects the time when important early career decisions are made inexperienced researchers may easily be discouraged. young women fail to see successful female economists that could serve as role models.
  • 22. Author's gender aects rating of academic articles Conclusions and discussion Thank you for your attention! Magdalena Smyk msmyk@wne.uw.edu.pl