Literature DB >> 29068761

Implicit Statistical Learning in Real-World Environments Leads to Ecologically Rational Decision Making.

Sonja Perkovic1, Jacob Lund Orquin2,3.   

Abstract

Ecological rationality results from matching decision strategies to appropriate environmental structures, but how does the matching happen? We propose that people learn the statistical structure of the environment through observation and use this learned structure to guide ecologically rational behavior. We tested this hypothesis in the context of organic foods. In Study 1, we found that products from healthful food categories are more likely to be organic than products from nonhealthful food categories. In Study 2, we found that consumers' perceptions of the healthfulness and prevalence of organic products in many food categories are accurate. Finally, in Study 3, we found that people perceive organic products as more healthful than nonorganic products when the statistical structure justifies this inference. Our findings suggest that people believe organic foods are more healthful than nonorganic foods and use an organic-food cue to guide their behavior because organic foods are, on average, 30% more healthful.

Entities:  

Keywords:  decision making; ecological rationality; eye tracking; field study; implicit statistical learning; open data; open materials

Mesh:

Year:  2017        PMID: 29068761     DOI: 10.1177/0956797617733831

Source DB:  PubMed          Journal:  Psychol Sci        ISSN: 0956-7976


  5 in total

Review 1.  Neurophysiological Markers of Statistical Learning in Music and Language: Hierarchy, Entropy, and Uncertainty.

Authors:  Tatsuya Daikoku
Journal:  Brain Sci       Date:  2018-06-19

2.  Statistical learning and the uncertainty of melody and bass line in music.

Authors:  Tatsuya Daikoku
Journal:  PLoS One       Date:  2019-12-19       Impact factor: 3.240

3.  Higher physical fitness levels are associated with less language decline in healthy ageing.

Authors:  K Segaert; S J E Lucas; C V Burley; P Segaert; A E Milner; M Ryan; L Wheeldon
Journal:  Sci Rep       Date:  2018-04-30       Impact factor: 4.379

4.  Time-course variation of statistics embedded in music: Corpus study on implicit learning and knowledge.

Authors:  Tatsuya Daikoku
Journal:  PLoS One       Date:  2018-05-09       Impact factor: 3.240

5.  Musical Creativity and Depth of Implicit Knowledge: Spectral and Temporal Individualities in Improvisation.

Authors:  Tatsuya Daikoku
Journal:  Front Comput Neurosci       Date:  2018-11-13       Impact factor: 2.380

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.