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 in | British journal of educational psychology Vol. 92; no. 4; pp. 1403 - 1421 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
England
Wiley
01.12.2022
British Psychological Society |
Subjects | |
Online Access | Get full text |
ISSN | 0007-0998 2044-8279 2044-8279 |
DOI | 10.1111/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. |
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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 |
Author_xml | – sequence: 1 givenname: Julia orcidid: 0000-0002-5865-1266 surname: Gorges fullname: Gorges, Julia email: julia.gorges@uni-marburg.de organization: Philipps‐University Marburg – sequence: 2 givenname: Leonie Christina orcidid: 0000-0003-1426-160X surname: Schmidt fullname: Schmidt, Leonie Christina organization: Philipps‐University Marburg |
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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 |
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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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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 |
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