Reimagining peer review as an expert elicitation process

被引:8
作者
Marcoci, Alexandru [1 ]
Vercammen, Ans [2 ]
Bush, Martin [3 ]
Hamilton, Daniel G. [3 ]
Hanea, Anca [3 ,4 ]
Hemming, Victoria [5 ]
Wintle, Bonnie C. [3 ]
Burgman, Mark [6 ]
Fidler, Fiona [3 ]
机构
[1] Univ Dundee, Sch Sci & Engn Comp, Ctr Argument Technol, Dundee, Scotland
[2] Univ Queensland, Sch Commun & Arts, Brisbane, Qld, Australia
[3] Univ Melbourne, MetaMelb Lab, Melbourne, Vic, Australia
[4] Univ Melbourne, Ctr Excellence Biosecur Risk Anal, Melbourne, Vic, Australia
[5] Univ British Columbia, Dept Forest & Conservat Sci, Martin Conservat Decis Lab, Vancouver, BC, Canada
[6] Imperial Coll London, Ctr Environm Policy, London, England
关键词
Peer review; Expert elicitation; Wisdom of the crowd; Anonymity; DELPHI; DECISION-MAKING; COLLECTIVE INTELLIGENCE; INFORMATION; JUDGMENT; MANUSCRIPT; SCIENCE; OVERCONFIDENCE; REPLICABILITY; PERFORMANCE; ACCURACY;
D O I
10.1186/s13104-022-06016-0
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Journal peer review regulates the flow of ideas through an academic discipline and thus has the power to shape what a research community knows, actively investigates, and recommends to policymakers and the wider public. We might assume that editors can identify the 'best' experts and rely on them for peer review. But decades of research on both expert decision-making and peer review suggests they cannot. In the absence of a clear criterion for demarcating reliable, insightful, and accurate expert assessors of research quality, the best safeguard against unwanted biases and uneven power distributions is to introduce greater transparency and structure into the process. This paper argues that peer review would therefore benefit from applying a series of evidence-based recommendations from the empirical literature on structured expert elicitation. We highlight individual and group characteristics that contribute to higher quality judgements, and elements of elicitation protocols that reduce bias, promote constructive discussion, and enable opinions to be objectively and transparently aggregated.
引用
收藏
页数:7
相关论文
共 95 条
[61]   How social influence can undermine the wisdom of crowd effect [J].
Lorenz, Jan ;
Rauhut, Heiko ;
Schweitzer, Frank ;
Helbing, Dirk .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (22) :9020-9025
[62]   Teams Make You Smarter: How Exposure to Teams Improves Individual Decisions in Probability and Reasoning Tasks [J].
Maciejovsky, Boris ;
Sutter, Matthias ;
Budescu, David V. ;
Bernau, Patrick .
MANAGEMENT SCIENCE, 2013, 59 (06) :1255-1270
[63]  
Mahoney MJ., 1977, Cognit Ther Res, V1, P161, DOI 10.1007/BF01173636
[64]  
Mandel DR, 2018, JUDGM DECIS MAK, V13, P607
[65]   Overconfidence in interval estimates: What does expertise buy you? [J].
McKenzie, Craig R. M. ;
Liersch, Michael J. ;
Yaniv, Ilan .
ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES, 2008, 107 (02) :179-191
[66]   Psychological Strategies for Winning a Geopolitical Forecasting Tournament [J].
Mellers, Barbara ;
Ungar, Lyle ;
Baron, Jonathan ;
Ramos, Jaime ;
Gurcay, Burcu ;
Fincher, Katrina ;
Scott, Sydney E. ;
Moore, Don ;
Atanasov, Pavel ;
Swift, Samuel A. ;
Murray, Terry ;
Stone, Eric ;
Tetlock, Philip E. .
PSYCHOLOGICAL SCIENCE, 2014, 25 (05) :1106-1115
[67]   Experts and laymen grossly underestimate the benefits of argumentation for reasoning [J].
Mercier, Hugo ;
Trouche, Emmanuel ;
Yama, Hiroshi ;
Heintz, Christophe ;
Girotto, Vittorio .
THINKING & REASONING, 2015, 21 (03) :341-355
[68]   Use (and abuse) of expert elicitation in support of decision making for public policy [J].
Morgan, M. Granger .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (20) :7176-7184
[69]  
OHagan A., 2006, Uncertain judgments: Eliciting Experts Probabilities, DOI DOI 10.1002/0470033312.CH9
[70]   A Core-Item Reviewer Evaluation (CoRE) System for Manuscript Peer Review [J].
Onitilo, Adedayo A. ;
Engel, Jessica M. ;
Salzman-Scott, Sherry A. ;
Stankowski, Rachel V. ;
Doi, Suhail A. R. .
ACCOUNTABILITY IN RESEARCH-POLICIES AND QUALITY ASSURANCE, 2014, 21 (02) :109-121