Literature DB >> 28042199

Increasing Literacy in Quantitative Methods: The Key to the Future of Canadian Psychology.

Alyssa Counsell1, Robert A Cribbie1, Lisa L Harlow2.   

Abstract

Quantitative methods (QM) dominate empirical research in psychology. Unfortunately most researchers in psychology receive inadequate training in QM. This creates a challenge for researchers who require advanced statistical methods to appropriately analyze their data. Many of the recent concerns about research quality, replicability, and reporting practices are directly tied to the problematic use of QM. As such, improving quantitative literacy in psychology is an important step towards eliminating these concerns. The current paper will include two main sections that discuss quantitative challenges and opportunities. The first section discusses training and resources for students and presents descriptive results on the number of quantitative courses required and available to graduate students in Canadian psychology departments. In the second section, we discuss ways of improving quantitative literacy for faculty, researchers, and clinicians. This includes a strong focus on the importance of collaboration. The paper concludes with practical recommendations for improving quantitative skills and literacy for students and researchers in Canada.

Entities:  

Keywords:  challenges; collaboration; graduate courses; opportunities; psychology in Canada; quantitative methods; statistics; training

Year:  2016        PMID: 28042199      PMCID: PMC5193476          DOI: 10.1037/cap0000056

Source DB:  PubMed          Journal:  Can Psychol        ISSN: 0708-5591


  16 in total

1.  Recommendations for applying tests of equivalence.

Authors:  Robert A Cribbie; Jamie A Gruman; Chantal A Arpin-Cribbie
Journal:  J Clin Psychol       Date:  2004-01

2.  Is psychology suffering from a replication crisis? What does "failure to replicate" really mean?

Authors:  Scott E Maxwell; Michael Y Lau; George S Howard
Journal:  Am Psychol       Date:  2015-09

3.  A Brief History of the Philosophical Foundations of Exploratory Factor Analysis.

Authors:  S A Mulaik
Journal:  Multivariate Behav Res       Date:  1987-07-01       Impact factor: 5.923

4.  Doctoral training in statistics, measurement, and methodology in psychology: replication and extension of Aiken, West, Sechrest, and Reno's (1990) survey of PhD programs in North America.

Authors:  Leona S Aiken; Stephen G West; Roger E Millsap
Journal:  Am Psychol       Date:  2008-01

5.  Statistics and mathematics anxiety in social science students: some interesting parallels.

Authors:  M Zeidner
Journal:  Br J Educ Psychol       Date:  1991-11

6.  Improving training in methodology enriches the science of psychology.

Authors:  Leona S Aiken; Stephen G West; Roger E Millsap
Journal:  Am Psychol       Date:  2009-01

Review 7.  Reporting practices in confirmatory factor analysis: an overview and some recommendations.

Authors:  Dennis L Jackson; J Arthur Gillaspy; Rebecca Purc-Stephenson
Journal:  Psychol Methods       Date:  2009-03

8.  Why the resistance to statistical innovations? Bridging the communication gap.

Authors:  Donald Sharpe
Journal:  Psychol Methods       Date:  2013-09-30

9.  Cumulative and career-stage citation impact of social-personality psychology programs and their members.

Authors:  Brian A Nosek; Jesse Graham; Nicole M Lindner; Selin Kesebir; Carlee Beth Hawkins; Cheryl Hahn; Kathleen Schmidt; Matt Motyl; Jennifer Joy-Gaba; Rebecca Frazier; Elizabeth R Tenney
Journal:  Pers Soc Psychol Bull       Date:  2010-07-28

10.  Challenges for quantitative psychology and measurement in the 21st century.

Authors:  Jason W Osborne
Journal:  Front Psychol       Date:  2010-03-08
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  2 in total

1.  Social Normativity of Research Methods and the Methodological Discrepancy between Mainstream Psychological Research and Danish Psychology Students' Master's Thesis Projects.

Authors:  Thomas Szulevicz; Peter Clement Lund; Rolf Lyneborg Lund
Journal:  Integr Psychol Behav Sci       Date:  2021-06-04

2.  Reporting Practices and Use of Quantitative Methods in Canadian Journal Articles in Psychology.

Authors:  Alyssa Counsell; Lisa L Harlow
Journal:  Can Psychol       Date:  2016-10-06
  2 in total

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