Motivation towards novel learning content: Perceived similarity of learning content, but not need for cognition, moderates the generalization of motivation

Background The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains. Aims This study tests the generalization...

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Published inBritish journal of educational psychology Vol. 92; no. 4; pp. 1403 - 1421
Main Authors Gorges, Julia, Schmidt, Leonie Christina
Format Journal Article
LanguageEnglish
Published England Wiley 01.12.2022
British Psychological Society
Subjects
Online AccessGet full text
ISSN0007-0998
2044-8279
2044-8279
DOI10.1111/bjep.12507

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Abstract Background The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains. Aims This study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC). Sample(s) Participants were adult students (n = 576) from various study programs (Study 1) and non‐students (n = 628) of whom the majority held at least a bachelor's degree (Study 2). Methods In this prospective correlational survey study, we used online self‐report measures to assess participants’ self‐concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables. Results We found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant. Conclusion Individuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.
AbstractList Background The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains. Aims This study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC). Sample(s) Participants were adult students (n = 576) from various study programs (Study 1) and non‐students (n = 628) of whom the majority held at least a bachelor's degree (Study 2). Methods In this prospective correlational survey study, we used online self‐report measures to assess participants’ self‐concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables. Results We found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant. Conclusion Individuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.
BackgroundThe generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains.AimsThis study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC).Sample(s)Participants were adult students (n = 576) from various study programs (Study 1) and non‐students (n = 628) of whom the majority held at least a bachelor's degree (Study 2).MethodsIn this prospective correlational survey study, we used online self‐report measures to assess participants’ self‐concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables.ResultsWe found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant.ConclusionIndividuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.
Background: The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains. Aims: This study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC). Sample(s): Participants were adult students (n = 576) from various study programs (Study 1) and non-students (n = 628) of whom the majority held at least a bachelor's degree (Study 2). Methods: In this prospective correlational survey study, we used online self-report measures to assess participants' self-concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables. Results: We found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant. Conclusion: Individuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.
The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains.BACKGROUNDThe generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains.This study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC).AIMSThis study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC).Participants were adult students (n = 576) from various study programs (Study 1) and non-students (n = 628) of whom the majority held at least a bachelor's degree (Study 2).SAMPLE(S)Participants were adult students (n = 576) from various study programs (Study 1) and non-students (n = 628) of whom the majority held at least a bachelor's degree (Study 2).In this prospective correlational survey study, we used online self-report measures to assess participants' self-concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables.METHODSIn this prospective correlational survey study, we used online self-report measures to assess participants' self-concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables.We found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant.RESULTSWe found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant.Individuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.CONCLUSIONIndividuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.
The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding novel learning content on the basis of the perceived similarity between academic domains. This study tests the generalization hypothesis by investigating the assumed moderating role of the extent of perceived similarity between known and novel learning content and need for cognition (NFC). Participants were adult students (n = 576) from various study programs (Study 1) and non-students (n = 628) of whom the majority held at least a bachelor's degree (Study 2). In this prospective correlational survey study, we used online self-report measures to assess participants' self-concept of ability (SCA) and intrinsic task value (ITV) regarding their established and anticipated motivational beliefs regarding a set of school subjects (known learning content) and fields of study (novel learning content), perceptions of similarity, and their NFC. Data was analysed using structural equation modelling with latent interaction variables. We found support for the generalization hypothesis and documented that the perceived similarity moderated the generalizing effect (i.e., SCA and ITV had stronger predictive validity for learning content that was perceived as more similar). However, the results obtained for the moderating effect of NFC were mostly nonsignificant. Individuals generalize established motivation regarding known learning content to anticipated motivation regarding novel learning content perceived as being similar. The extent of perceived similarity enhances this effect, whereas NFC does not. Future research should address the underlying automatic and deliberate cognitive processes of generalization.
Audience Higher Education
Postsecondary Education
Adult Education
Author Gorges, Julia
Schmidt, Leonie Christina
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Issue 4
Keywords generalization of motivation
adult education
need for cognition
intrinsic task value
formation of motivation
self-concept of ability
lifelong learning
expectancy-value theory
novel learning content
Language English
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e_1_2_9_23_1
e_1_2_9_44_1
e_1_2_9_7_1
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Pintrich P. R. (e_1_2_9_48_1) 1992
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Schermelleh‐Engel K. (e_1_2_9_54_1) 2003; 8
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Snippet Background The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs...
Background: The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational...
The generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs regarding...
BackgroundThe generalization of established motivation hypothesis states that individuals use established motivational beliefs to predict motivational beliefs...
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StartPage 1403
SubjectTerms adult education
Adult Learning
Adult Students
Automatic processes
Beliefs
Cognition
Cognitive Processes
College Graduates
Educational psychology
expectancy‐value theory
formation of motivation
Generalization
generalization of motivation
Hypotheses
intrinsic task value
Learning
lifelong learning
Motivation
need for cognition
novel learning content
Predictive validity
Prior Learning
Self Efficacy
self‐concept of ability
Title Motivation towards novel learning content: Perceived similarity of learning content, but not need for cognition, moderates the generalization of motivation
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fbjep.12507
http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1355029
https://www.ncbi.nlm.nih.gov/pubmed/35538900
https://www.proquest.com/docview/2734905439
https://www.proquest.com/docview/2662543559
Volume 92
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