Evidence map›Paper›PMID 36389584›Full record

ArticleFrontiers in psychology2022

The influence of the order and congruency of correct and erroneous worked examples on learning and (meta-)cognitive load.

Lukas Wesenberg, Felix Krieglstein, Sebastian Jansen, Günter Daniel Rey, Maik Beege, Sascha Schneider

Abstract read
In one paragraph

Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Lukas WesenbergPsychology of Learning With Digital Media, Faculty of Humanities, Institute for Media Research, Chemnitz University of Technology, Chemnitz, Germany.
Felix KrieglsteinPsychology of Learning With Digital Media, Faculty of Humanities, Institute for Media Research, Chemnitz University of Technology, Chemnitz, Germany.
Sebastian JansenPsychology of Learning With Digital Media, Faculty of Humanities, Institute for Media Research, Chemnitz University of Technology, Chemnitz, Germany.
Günter Daniel ReyPsychology of Learning With Digital Media, Faculty of Humanities, Institute for Media Research, Chemnitz University of Technology, Chemnitz, Germany.
Maik BeegeDigital Media in Education, Institute for Psychology, University of Education, Freiburg, Germany.
Sascha SchneiderEducational Technology, Faculty of Arts and Social Sciences, Institute of Education, University of Zurich, Zürich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Several studies highlight the importance of the order of different instructional methods when designing learning environments. Correct but also erroneous worked examples are frequently used methods to foster students' learning performance, especially in problem-solving. However, so far no study examined how the order of these example types affects learning. While the expertise reversal effect would suggest presenting correct examples first, the productive failure approach hypothesizes the reversed order to be learning-facilitating. In addition, congruency of subsequent exemplified problems was tested as a moderator of the effect of order on learning. For example, with arithmetic tasks, congruent problems target exactly the same calculation while incongruent problems refer to different calculations. Following cascade theory, a model of cognitive skill acquisition, presenting correct examples first should be more effective when the subsequent exemplified problems are different. To test the (conflicting) hypotheses, 83 university students were assigned to one of the four conditions in a 2 (correct vs. erroneous example first) × 2 (same vs. different exemplified problems) between-subject design. Learners navigated through a slideshow on the topic of Vedic mathematics consisting of explicit instruction, worked examples differing in terms of the experimental condition, and transfer problems. Although no main or interaction effects were found regarding students' learning performance, mediational analysis offered support for the expertise reversal effect, as it indicated that there is a significant indirect effect of order

Indexed as

belief-adjustment modelcascade theorycognitive load theoryerroneous examplesexpertise reversal effectjudgment of learningproductive failureworked example

Identifiers

PMID36389584
PMCPMC9648051

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.