Literature DB >> 27844294

Effects of cognitive training on the structure of intelligence.

John Protzko1.   

Abstract

Targeted cognitive training, such as n-back or speed of processing training, in the hopes of raising intelligence is of great theoretical and practical importance. The most important theoretical contribution, however, is not about the malleability of intelligence. Instead, I argue the most important and novel theoretical contribution is understanding the causal structure of intelligence. The structure of intelligence, most often taken as a hierarchical factor structure, necessarily prohibits transfer from subfactors back up to intelligence. If this is the true structure, targeted cognitive training interventions will fail to increase intelligence not because intelligence is immutable, but simply because there is no causal connection between, say, working memory and intelligence. Seeing the structure of intelligence for what it is, a causal measurement model, allows us to focus testing on the presence and absence of causal links. If we can increase subfactors without transfer to other facets, we may be confirming the correct causal structure more than testing malleability. Such a blending into experimental psychometrics is a strong theoretical pursuit.

Keywords:  Cognitive training; Psychometrics/testing

Mesh:

Year:  2017        PMID: 27844294     DOI: 10.3758/s13423-016-1196-1

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  30 in total

1.  Speed-of-processing and driving simulator training result in improved driving performance.

Authors:  Daniel L Roenker; Gayla M Cissell; Karlene K Ball; Virginia G Wadley; Jerri D Edwards
Journal:  Hum Factors       Date:  2003       Impact factor: 2.888

2.  Music lessons enhance IQ.

Authors:  E Glenn Schellenberg
Journal:  Psychol Sci       Date:  2004-08

3.  There is no convincing evidence that working memory training is NOT effective: A reply to Melby-Lervåg and Hulme (2015).

Authors:  Jacky Au; Martin Buschkuehl; Greg J Duncan; Susanne M Jaeggi
Journal:  Psychon Bull Rev       Date:  2016-02

4.  Effects of training of processing speed on neural systems.

Authors:  Hikaru Takeuchi; Yasuyuki Taki; Hiroshi Hashizume; Yuko Sassa; Tomomi Nagase; Rui Nouchi; Ryuta Kawashima
Journal:  J Neurosci       Date:  2011-08-24       Impact factor: 6.167

5.  Reversal of age-related neural timing delays with training.

Authors:  Samira Anderson; Travis White-Schwoch; Alexandra Parbery-Clark; Nina Kraus
Journal:  Proc Natl Acad Sci U S A       Date:  2013-02-11       Impact factor: 11.205

6.  Working memory training improvements and gains in non-trained cognitive tasks in young and older adults.

Authors:  Stephan Heinzel; Stefanie Schulte; Johanna Onken; Quynh-Lam Duong; Thomas G Riemer; Andreas Heinz; Norbert Kathmann; Michael A Rapp
Journal:  Neuropsychol Dev Cogn B Aging Neuropsychol Cogn       Date:  2013-05-02

7.  Improving fluid intelligence with training on working memory: a meta-analysis.

Authors:  Jacky Au; Ellen Sheehan; Nancy Tsai; Greg J Duncan; Martin Buschkuehl; Susanne M Jaeggi
Journal:  Psychon Bull Rev       Date:  2015-04

8.  Effects of cognitive training interventions with older adults: a randomized controlled trial.

Authors:  Karlene Ball; Daniel B Berch; Karin F Helmers; Jared B Jobe; Mary D Leveck; Michael Marsiske; John N Morris; George W Rebok; David M Smith; Sharon L Tennstedt; Frederick W Unverzagt; Sherry L Willis
Journal:  JAMA       Date:  2002-11-13       Impact factor: 56.272

9.  Failure of working memory training to enhance cognition or intelligence.

Authors:  Todd W Thompson; Michael L Waskom; Keri-Lee A Garel; Carlos Cardenas-Iniguez; Gretchen O Reynolds; Rebecca Winter; Patricia Chang; Kiersten Pollard; Nupur Lala; George A Alvarez; John D E Gabrieli
Journal:  PLoS One       Date:  2013-05-22       Impact factor: 3.240

10.  Using Bayes to get the most out of non-significant results.

Authors:  Zoltan Dienes
Journal:  Front Psychol       Date:  2014-07-29
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  4 in total

1.  Theoretical and Methodological Implications of Associations between Executive Function and Mathematics in Early Childhood.

Authors:  Tutrang Nguyen; Robert J Duncan; Drew H Bailey
Journal:  Contemp Educ Psychol       Date:  2019-04-11

2.  Mapping differential responses to cognitive training using machine learning.

Authors:  Joseph P Rennie; Mengya Zhang; Erin Hawkins; Joe Bathelt; Duncan E Astle
Journal:  Dev Sci       Date:  2019-07-22

3.  Intelligence IS Cognitive Flexibility: Why Multilevel Models of Within-Individual Processes Are Needed to Realise This.

Authors:  Damian P Birney; Jens F Beckmann
Journal:  J Intell       Date:  2022-08-01

4.  Changing priorities in the development of cognitive competence and school learning: A general theory.

Authors:  Andreas Demetriou; George Charilaos Spanoudis; Samuel Greiff; Nikolaos Makris; Rita Panaoura; Smaragda Kazi
Journal:  Front Psychol       Date:  2022-09-29
  4 in total

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