This paper looks at 10 years of reviews in a multidisciplinary journal, The Journal of Artificial Societies and Social Simulation (JASSS), which is the flagship journal of social simulation. We measured referee behavior and referees' agreement. We found that the disciplinary background and the academic status of the referee have an influence on the report time, the type of recommendation and the acceptance of the reviewing task. Referees from the humanities tend to be more generous in their recommendations than other referees, especially economists and environmental scientists. Second, we found that senior researchers are harsher in their judgments than junior researchers, and the latter accept requests to review more often and are faster in reporting. Finally, we found that articles that had been refereed and recommended for publication by a multidisciplinary set of referees were subsequently more likely to receive citations than those that had been reviewed by referees from the same discipline. Our results show that common standards of evaluation can be established even in multidisciplinary communities.
IntroductionReviewing for journals is a kind of moral duty in the scientific community, being instrumental to the Mertonian ethical norms that regulate science as an organized institution Merton 1942). We know that the quality of our publications depends at least partially on comments and suggestions given by competent and cooperative referees (e.g., Mulligan, Hall, & Raphael, 2013). On the other hand, we know that science is a public good that can be maintained only if we are unbiased in judgment and collaborate in distributing efficiently and more or less equally the reviewing effort (e.g., Hochberg, Chase, Gotelli, Hastings, & Naeem, 2009).Given that review standards are not formalized and our decisions are typically confidential, it is likely that the way we accomplish this duty may depend on our background and experience, as well as on our commitment to the journal that asked our opinion. Given the lack of training on reviewing, the opacity of the process, and the weak incentives for referees, the way we review and the time we take to accomplish this important task might depend on attitudes and norms that can reflect the attitudes of the other members of our scientific community (e.g., Azar, 2008;Squazzoni & Gandelli, 2013).This means that looking at referee behavior could potentially help to reveal scientist misbehavior or situations where referees could benefit from their gatekeeping role at the This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.expense of editors and/or authors (e.g., Bornmann, Weymuth, & Daniel, 2010;Lamont, 2009;Garc ıa, Rodriguez-S anchez & Fdez-Valdivia, 2015); it could also inform us about the nature of the social norms of reviewing and so help to counter...