Literature DB >> 31451665

Generic language in scientific communication.

Jasmine M DeJesus1, Maureen A Callanan2, Graciela Solis3, Susan A Gelman4,5.   

Abstract

Scientific communication poses a challenge: To clearly highlight key conclusions and implications while fully acknowledging the limitations of the evidence. Although these goals are in principle compatible, the goal of conveying complex and variable data may compete with reporting results in a digestible form that fits (increasingly) limited publication formats. As a result, authors' choices may favor clarity over complexity. For example, generic language (e.g., "Introverts and extraverts require different learning environments") may mislead by implying general, timeless conclusions while glossing over exceptions and variability. Using generic language is especially problematic if authors overgeneralize from small or unrepresentative samples (e.g., exclusively Western, middle-class). We present 4 studies examining the use and implications of generic language in psychology research articles. Study 1, a text analysis of 1,149 psychology articles published in 11 journals in 2015 and 2016, examined the use of generics in titles, research highlights, and abstracts. We found that generics were ubiquitously used to convey results (89% of articles included at least 1 generic), despite that most articles made no mention of sample demographics. Generics appeared more frequently in shorter units of the paper (i.e., highlights more than abstracts), and generics were not associated with sample size. Studies 2 to 4 (n = 1,578) found that readers judged results expressed with generic language to be more important and generalizable than findings expressed with nongeneric language. We highlight potential unintended consequences of language choice in scientific communication, as well as what these choices reveal about how scientists think about their data.

Entities:  

Keywords:  diversity; generic language; metascience; psychological research; scientific communication

Year:  2019        PMID: 31451665      PMCID: PMC6744883          DOI: 10.1073/pnas.1817706116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  35 in total

1.  Acquiring generic knowledge.

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Journal:  Trends Cogn Sci       Date:  2000-02       Impact factor: 20.229

Review 2.  Psychological essentialism in children.

Authors:  Susan A Gelman
Journal:  Trends Cogn Sci       Date:  2004-09       Impact factor: 20.229

3.  Most people are not WEIRD.

Authors:  Joseph Henrich; Steven J Heine; Ara Norenzayan
Journal:  Nature       Date:  2010-07-01       Impact factor: 49.962

4.  The neglected 95%: why American psychology needs to become less American.

Authors:  Jeffrey J Arnett
Journal:  Am Psychol       Date:  2008-10

5.  Information learned from generic language becomes central to children's biological concepts: evidence from their open-ended explanations.

Authors:  Andrei Cimpian; Ellen M Markman
Journal:  Cognition       Date:  2009-08-11

6.  Two-year-olds use the generic/nongeneric distinction to guide their inferences about novel kinds.

Authors:  Susan A Graham; Samantha L Nayer; Susan A Gelman
Journal:  Child Dev       Date:  2011-03-10

7.  Children's interpretation of generic noun phrases.

Authors:  Michelle A Hollander; Susan A Gelman; Jon Star
Journal:  Dev Psychol       Date:  2002-11

8.  Generic statements require little evidence for acceptance but have powerful implications.

Authors:  Andrei Cimpian; Amanda C Brandone; Susan A Gelman
Journal:  Cogn Sci       Date:  2010-11-01

9.  Principled and statistical connections in common sense conception.

Authors:  Sandeep Prasada; Elaine M Dillingham
Journal:  Cognition       Date:  2005-04-19

10.  Effects of generic language on category content and structure.

Authors:  Susan A Gelman; Elizabeth A Ware; Felicia Kleinberg
Journal:  Cogn Psychol       Date:  2010-07-16       Impact factor: 3.468

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  7 in total

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Review 2.  Socioeconomic disparities and neuroplasticity: Moving toward adaptation, intersectionality, and inclusion.

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Journal:  Am Psychol       Date:  2021-12

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5.  Impact of review method on the conclusions of clinical reviews: A systematic review on dietary interventions in depression as a case in point.

Authors:  Florian Thomas-Odenthal; Patricio Molero; Willem van der Does; Marc Molendijk
Journal:  PLoS One       Date:  2020-09-16       Impact factor: 3.240

Review 6.  Why so Few, Still? Challenges to Attracting, Advancing, and Keeping Women Faculty of Color in Academia.

Authors:  Jean E Fox Tree; Jyotsna Vaid
Journal:  Front Sociol       Date:  2022-01-18

7.  Illusory Essences: A Bias Holding Back Theorizing in Psychological Science.

Authors:  C Brick; B Hood; V Ekroll; L de-Wit
Journal:  Perspect Psychol Sci       Date:  2021-07-20
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