When do learners shift from habitual to agenda-based processes when selecting items for study?

Area of Science:

• Cognitive Psychology
• Learning Sciences

Background:

• Learners aim to optimize study time for maximum reward.
• Reading biases, like favoring the leftmost item, can override reward maximization.
• This bias persists even when lower-value items are presented first.

Purpose of the Study:

• Investigate factors influencing a shift from reading biases to agenda-based regulation in learning.
• Determine how environmental factors affect study choices.
• Understand the interplay between habitual responding and goal-directed learning.

Main Methods:

• Four experiments presented participants with study choices of varying point values.
• Manipulated factors included time pressure, item selection constraints, motivation, and task beliefs.
• Participants selected items for study, with their choices recorded.

Main Results:

• Removing time pressure increased prioritization of higher-valued items, but reading biases remained influential.
• Restricting selections to one item per trial further enhanced focus on high-value items, though not exclusively.
• Motivation and task beliefs were ruled out as primary drivers of suboptimal choices.

Conclusions:

• A pervasive reading bias affects learners' study selections.
• Learners can shift to agenda-based regulation when habitual responses fail to maximize rewards.
• This highlights the adaptability of learning strategies under specific conditions.