Effectiveness of self-generation during learning is dependent on individual differences in need for cognition

Research output: Journal contributionsJournal articlesResearchpeer-review

Authors

Self-generated information is better recognized and recalled than read information. This so-called generation effect has been replicated several times for different types of stimulus material, different generation tasks, and retention intervals. The present study investigated the impact of individual differences in learners’ disposition to engage in effortful cognitive activities (need for cognition, NFC) on the effectiveness of self-generation during learning. Learners low in NFC usually avoid getting engaged in cognitively demanding activities. However, if these learners are explicitly instructed to use elaborate learning strategies such as self-generation, they should benefit more from such strategies than learners high in NFC, because self-generation stimulates cognitive processes that learners low in NFC usually tend not to engage in spontaneously. Using a classical word-generation paradigm, we not only replicated the generation effect in free and cued recall but showed that the magnitude of the generation effect increased with decreasing NFC in cued recall. Results are consistent with our assumption that learners higher in NFC engage in elaborate processing even without explicit instruction, whereas learners lower in NFC usually avoid cognitively demanding activities. These learners need cognitively demanding tasks that require them to switch from shallow to elaborate processing to improve learning. We conclude that self-generation is beneficial regardless of the NFC level, but our study extends the existing literature on the generation effect and on NFC by showing that self-generation can be particularly useful for balancing the learning disadvantage of students lower in NFC.

Original languageEnglish
JournalFrontline Learning Research
Volume7
Issue number2
Pages (from-to)23-39
Number of pages17
DOIs
Publication statusPublished - 07.05.2019
Externally publishedYes

Bibliographical note

Funding Information:
The research presented in this article was supported by the Federal State of Hessen and its LOEWE research initiative Desirable Difficulties in Learning (LOEWE: Landes-Offensive zur Entwicklung wissenschaftlich-ökonomischer Exzellenz [state offensive for the development of scientific and economic excellence]). We would like to thank our student assistants for assisting in data collection and coding. Researchers who are interested in the stimulus material are invited to send an e-mail to the first or the second author.

Publisher Copyright:
© 2019, European Association for Research on Learning and Instruction. All rights reserved.

    Research areas

  • Desirable difficulties, Generation effect, Incidental learning, Intentional learning, Need for cognition
  • Psychology

Documents

DOI

Recently viewed

Publications

  1. Accuracy Improvement of Vision System for Mobile Robot Navigation by Finding the Energetic Center of Laser Signal
  2. Activity–rest schedules in physically demanding work and the variation of responses with age
  3. Determinants of entrepreneurial intent: A meta-analytic test and integration of competing models
  4. Internal reference price response across store formats
  5. Sustainable Consumption - Mapping the Terrain
  6. Chip extrusion with integrated equal channel angular pressing
  7. Exploring the dark and unexpected sides of digitalization
  8. Endemic predators, invasive prey and native diversity
  9. Halb voll oder halb leer?
  10. IT Governance in Scaling Agile Frameworks
  11. How difficult is the adaptation of POS taggers?
  12. Predictors of adherence to public health behaviors for fighting COVID-19 derived from longitudinal data
  13. Digital and IT-Enabled Organizational Transformation - Where Do We Go From Here?
  14. How Differences in Ratings of Odors and Odor Labels Are Associated with Identification Mechanisms
  15. Determinants of mandatory goodwill disclosure
  16. Evolutionary clustering of Lagrangian trajectories in turbulent Rayleigh-Bénard convection flows
  17. A new method for collecting agile tiger beetles by live pitfall trapping
  18. Structure and Organization of Product Development Projects
  19. A model of a servo piezo mechanical hydraulic actuator and its regulation using repetitive control
  20. The Economic Value of Clickstream Data From an Advertiser's Perspective
  21. The Use of Anti-Windup Techniques in Didactic Level Systems
  22. Allometric equations for maximum filtration rate in blue mussels Mytilus edulis and importance of condition index
  23. Discriminative clustering for market segmentation
  24. One tool to rule? – A field experimental longitudinal study on the costs and benefits of mobile device usage in public agencies
  25. Influence of Dy in solid solution on the degradation behavior of binary Mg-Dy alloys in cell culture medium
  26. Vimentin promoter methylation analysis is a suitable complement of a gene mutation marker panel for the detection of preneoplastic and neoplastic colonic lesions
  27. Implicit and explicit horizons
  28. Analysis of life cycle datasets for the material gold
  29. Inherent and induced anisotropic finite visco-plasticity with applications to the forming of DC06 sheets
  30. Melodías a través del océano
  31. Working memory capacity and narrative task performance
  32. Chapter 9: Particular Remedies for Non-performance: Section 3: Termination of Contract
  33. From 'one right way' to 'one ruinous way'? Discursive shifts in 'There is no alternative'
  34. Building capacity for the science-policy interface on biodiversity and ecosystem services
  35. CubeQA—question answering on RDF data cubes