Achievement Goal Orientation Profiles and Performance in a Programming MOOC

Kukka Maaria Polso, Heta Tuominen, Arto Hellas, Petri Ihantola

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)
56 Downloads (Pure)

Abstract

It has been suggested that performance goals focused on appearing talented (appearance goals) and those focused on outperforming others (normative goals) have different consequences, for example, regarding performance. Accordingly, applying this distinction into appearance and normative goals alongside mastery goals, this study explores what kinds of achievement goal orientation profiles are identified among over 2000 students participating in an introductory programming MOOC. Using Two-Step cluster analysis, five distinct motivational profiles are identified. Course performance and demographics of students with different goal orientation profiles are mostly similar. Students with Combined Mastery and Performance Goals perform slightly better than students with Low Goals. The observations are largely in line with previous studies conducted in different contexts. The differentiation of appearance and normative performance goals seemed to yield meaningful motivational profiles, but further studies are needed to establish their relevance and investigate whether this information can be used to improve teaching.

Original languageEnglish
Title of host publicationITiCSE 2020 - Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education
PublisherACM
Pages411-417
Number of pages7
ISBN (Electronic)9781450368742
DOIs
Publication statusPublished - 15 Jun 2020
MoE publication typeA4 Article in a conference publication
EventAnnual Conference on Innovation and Technology in Computer Science Education - Trondheim, Norway
Duration: 15 Jun 202019 Jun 2020
Conference number: 25

Publication series

NameAnnual Conference on Innovation and Technology in Computer Science Education, ITiCSE
ISSN (Print)1942-647X

Conference

ConferenceAnnual Conference on Innovation and Technology in Computer Science Education
Abbreviated titleITiCSE
CountryNorway
CityTrondheim
Period15/06/202019/06/2020

Keywords

  • Achievement Goal Orientation
  • CS1
  • MOOC
  • Performance

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