An in vivo study of self-regulated study sequencing in introductory psychology courses

25Citations
Citations of this article
49Readers
Mendeley users who have this article in their library.

Abstract

Study sequence can have a profound influence on learning. In this study we investigated how students decide to sequence their study in a naturalistic context and whether their choices result in improved learning. In the study reported here, 2061 undergraduate students enrolled in an Introductory Psychology course completed an online homework tutorial on measures of central tendency, a topic relevant to an exam that counted towards their grades. One group of students was enabled to choose their own study sequence during the tutorial (Self-Regulated group), while the other group of students studied the same materials in sequences chosen by other students (Yoked group). Students who chose their sequence of study showed a clear tendency to block their study by concept, and this tendency was positively associated with subsequent exam performance. In the Yoked group, study sequence had no effect on exam performance. These results suggest that despite findings that blocked study is maladaptive when assigned by an experimenter, it may actually be adaptive when chosen by the learner in a naturalistic context.

Figures

  • Fig 1. Number of participants needed for 80% power to detect posttest improvement, as a function of number of test questions and size of posttest improvement. The data reflect the results of simulated experiments in which participants completed a pretest and a posttest. We varied the number of questions appearing on each test (x-axis) and the mean improvement in accuracy from pretest to posttest (legend). For each combination of these variables, 10,000 simulated experiments were run for each of a range of sample sizes. The y-axis shows the smallest number of participants for which improvement from pretest to posttest was statistically significant (as determined by a paired t-test) in at least 80% of simulations. The results show the trade-off between the number of questions each individual participant responds to and the number of participants required to achieve adequate power.
  • Table 1. Demographic information for the student population of Introductory Psychology at Indiana University Bloomington.
  • Table 2. Items used during pre- and posttest.
  • Fig 2. Schematic representation of the procedure for this study. Students were instructed on measures of central tendency by their instructor in the classroom during regular classroom activities. The online homework was then assigned. This homework started with 4 pretest questions about measures of central tendency without feedback and then proceeded with the tutorial. Four posttest question on measures of central tendency were included in each class’s regular mid-term exam.
  • Fig 3. Tutorial interface for one of the trials during study. This example shows a problem and response feedback. The buttons at the bottom include all possible choices for the next problem. Left panel: Interface for the Self-Regulated group. Right panel: Interface for the Yoked group.
  • Table 3. Summary statistics for study behavior for the Self-Regulated and Yoked groups and t-tests statistics comparing differences between the two groups.
  • Table 4. Results of Regression Analysis of Posttest Accuracy (N = 2061).
  • Fig 4. Average Posttest score by concept repetition rate for the Self-Regulated (left panel) and Yoked (right panel) groups. Students were divided into bins by their adjusted rate of repetition and average posttest scores (Logit transformed) within each bin were plotted. Concept repetition rate was adjusted by subtracting the average rate of repetition for the entire group from the rate of repetition for the bin—a value of 0 in the x-axis indicates mean concept repetition rate (represented by the vertical dashed line) and increasing values indicate increasing difference from average. The values in the y-axis represent Logit transformed posttest scores. Each point in the graph lies at the center of a 20%-wide interval of concept repetition rates, and represents the average posttest score among students whose concept repetition rates fell in that interval. The number of students in each bin is represented by the area of the circles surrounding the data points. The regression lines represent best fitting lines of the regression analyses assuming average values for all predictors other than concept repetition rate.

References Powered by Scopus

Cognitive load theory and complex learning: Recent developments and future directions

1423Citations
N/AReaders
Get full text

ON THE GENESIS OF ABSTRACT IDEAS

1316Citations
N/AReaders
Get full text

Self-regulated learning: Beliefs, techniques, and illusions

1046Citations
N/AReaders
Get full text

Cited by Powered by Scopus

How should exemplars be sequenced in inductive learning? Empirical evidence versus learners' opinions

46Citations
N/AReaders
Get full text

ManyClasses 1: Assessing the Generalizable Effect of Immediate Feedback Versus Delayed Feedback Across Many College Classes

36Citations
N/AReaders
Get full text

Providing worked examples for learning multiple principles

19Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Carvalho, P. F., Braithwaite, D. W., De Leeuw, J. R., Motz, B. A., & Goldstone, R. L. (2016). An in vivo study of self-regulated study sequencing in introductory psychology courses. PLoS ONE, 11(3). https://doi.org/10.1371/journal.pone.0152115

Readers over time

‘16‘17‘18‘19‘20‘21‘22‘23‘24‘25036912

Readers' Seniority

Tooltip

PhD / Post grad / Masters / Doc 16

52%

Researcher 7

23%

Professor / Associate Prof. 4

13%

Lecturer / Post doc 4

13%

Readers' Discipline

Tooltip

Psychology 19

70%

Computer Science 3

11%

Social Sciences 3

11%

Sports and Recreations 2

7%

Save time finding and organizing research with Mendeley

Sign up for free
0