Strategic ambiguity in the social sciences
Author(s) / Creator(s)
Frankenhuis, Willem E.
Panchanathan, Karthik
Smaldino, Paul E.
Abstract / Description
In the wake of the replication crisis, there have been calls to increase the clarity and precision of theory in the social sciences. Here, we argue that the effects of these calls may be limited due to systematic and structural factors, focusing our attention on incentives favoring ambiguous theory. Intentionally or not, scientists can exploit theoretical ambiguities to make support for a claim appear stronger than is warranted. Practices include theory stretching, interpreting an ambiguous claim more expansively to absorb data outside of the scope of the original claim, and post-hoc precision, interpreting an ambiguous claim more narrowly so it appears more precisely aligned with the data. These practices lead to the overestimation of evidence for the original claim and create the appearance of consistent support and progressive research programs, which may in turn be rewarded by journals, funding agencies, and hiring committees. Selection for ambiguous research can occur outside of scientists’ awareness and even when scientists act in good faith. Although ambiguity might be inevitable or even useful in the early stages of theory construction, scientists should aim for increased clarity as knowledge advances. Science benefits from transparently communicating about known ambiguities. To attain transparency about ambiguity, we provide a set of recommendations for authors, reviewers, and journals. We conclude with suggestions for research on how scientists use strategic ambiguity to advance their careers and on the ways in which norms, incentives, and practices favor strategic ambiguity. Our paper ends with a simple mathematical model exploring the conditions in which high-ambiguity theories are favored over low-ambiguity theories. This model illustrates that incentives for credit can favor low-quality, high-ambiguity science, and provides a basis for future formal analyses.
Keyword(s)
strategic ambiguity theory development formal modeling incentive structures theory stretching post-hoc precision RAPPingPersistent Identifier
Date of first publication
2022-11-03
Journal title
Social Psychological Bulletin
Publisher
PsychArchives
Publication status
acceptedVersion
Review status
reviewed
Is version of
Citation
Frankenhuis, W. E., Panchanathan, K., & Smaldino, P. E. (in press). Strategic ambiguity in the social sciences [Accepted manuscript]. Social Psychological Bulletin. http://doi.org/10.23668/psycharchives.8381
-
Frankenhuis_Panchanathan_Smaldino_2022_Strategic_ambiguity_in_social_sciences_SPB_AAM.pdfAdobe PDF - 802.67KBMD5: d3656ea5cb040cec30a5fed8a6a901d9Description: Accepted Manuscript
-
There are no other versions of this object.
-
Author(s) / Creator(s)Frankenhuis, Willem E.
-
Author(s) / Creator(s)Panchanathan, Karthik
-
Author(s) / Creator(s)Smaldino, Paul E.
-
PsychArchives acquisition timestamp2022-11-03T14:12:04Z
-
Made available on2022-11-03T14:12:04Z
-
Date of first publication2022-11-03
-
Abstract / DescriptionIn the wake of the replication crisis, there have been calls to increase the clarity and precision of theory in the social sciences. Here, we argue that the effects of these calls may be limited due to systematic and structural factors, focusing our attention on incentives favoring ambiguous theory. Intentionally or not, scientists can exploit theoretical ambiguities to make support for a claim appear stronger than is warranted. Practices include theory stretching, interpreting an ambiguous claim more expansively to absorb data outside of the scope of the original claim, and post-hoc precision, interpreting an ambiguous claim more narrowly so it appears more precisely aligned with the data. These practices lead to the overestimation of evidence for the original claim and create the appearance of consistent support and progressive research programs, which may in turn be rewarded by journals, funding agencies, and hiring committees. Selection for ambiguous research can occur outside of scientists’ awareness and even when scientists act in good faith. Although ambiguity might be inevitable or even useful in the early stages of theory construction, scientists should aim for increased clarity as knowledge advances. Science benefits from transparently communicating about known ambiguities. To attain transparency about ambiguity, we provide a set of recommendations for authors, reviewers, and journals. We conclude with suggestions for research on how scientists use strategic ambiguity to advance their careers and on the ways in which norms, incentives, and practices favor strategic ambiguity. Our paper ends with a simple mathematical model exploring the conditions in which high-ambiguity theories are favored over low-ambiguity theories. This model illustrates that incentives for credit can favor low-quality, high-ambiguity science, and provides a basis for future formal analyses.en_US
-
Publication statusacceptedVersionen_US
-
Review statusrevieweden_US
-
SponsorshipWEF’s contributions have been supported by the Dutch Research Council (V1.Vidi.195.130) and the James S. McDonnell Foundation (https://doi.org/10.37717/220020502).en_US
-
CitationFrankenhuis, W. E., Panchanathan, K., & Smaldino, P. E. (in press). Strategic ambiguity in the social sciences [Accepted manuscript]. Social Psychological Bulletin. http://doi.org/10.23668/psycharchives.8381en_US
-
ISSN2569-653X
-
Persistent Identifierhttps://hdl.handle.net/20.500.12034/7664
-
Persistent Identifierhttps://doi.org/10.23668/psycharchives.8381
-
Language of contentengen_US
-
PublisherPsychArchivesen_US
-
Is version ofhttps://doi.org/10.32872/spb.9923
-
Keyword(s)strategic ambiguityen_US
-
Keyword(s)theory developmenten_US
-
Keyword(s)formal modelingen_US
-
Keyword(s)incentive structuresen_US
-
Keyword(s)theory stretchingen_US
-
Keyword(s)post-hoc precisionen_US
-
Keyword(s)RAPPingen_US
-
Dewey Decimal Classification number(s)150
-
TitleStrategic ambiguity in the social sciencesen_US
-
DRO typearticleen_US
-
Journal titleSocial Psychological Bulletinen_US
-
Visible tag(s)PsychOpen GOLDen_US
-
Visible tag(s)Accepted Manuscripten_US