Relationship between students' online learning behavior and course performance: What contextual information matters?
This study examines whether including more contextual information in data analysis could
improve our ability to identify the relation between students' online learning behavior and …
improve our ability to identify the relation between students' online learning behavior and …
[PDF][PDF] The impact of extra credit incentives on students' work habits when completing online homework assignments
Many college students frequently procrastinate on assignments and cram before due dates
and exams. Several studies have shown that those behaviors are frequently associated with …
and exams. Several studies have shown that those behaviors are frequently associated with …
Measuring the level of homework answer copying during COVID-19 induced remote instruction
Z Chen - Physical Review Physics Education Research, 2022 - APS
This paper examines the prevalence of rapid answer copying among university students
completing online homework for an introductory level calculus-based physics course taught …
completing online homework for an introductory level calculus-based physics course taught …
Improving accuracy in measuring the impact of online instruction on students' ability to transfer physics problem-solving skills
In two earlier studies, we developed a new method to measure students' ability to transfer
physics problem-solving skills to new contexts using a sequence of online learning modules …
physics problem-solving skills to new contexts using a sequence of online learning modules …
How Does a Data-Informed Deliberate Change in Learning Design Impact Students' Self-Regulated Learning Tactics?
The current study measures the extent to which students' self-regulated learning tactics and
learning outcomes change as the result of a deliberate, data-driven improvement in the …
learning outcomes change as the result of a deliberate, data-driven improvement in the …
Re-Designing the Structure of Online Courses to Empower Educational Data Mining.
The amount of information contained in any educational data set is fundamentally
constrained by the instructional conditions under which the data are collected. In this study …
constrained by the instructional conditions under which the data are collected. In this study …
[PDF][PDF] A tale of two guessing strategies: interpreting the time students spend solving problems through online log data
MW Guthrie, T Zhang, Z Chen - 2020 Physics Education Research …, 2020 - par.nsf.gov
Time-stamped log data from online learning platforms provide rich information about
students' learning behavior [1–3]. However, one significant challenge in the mining of log …
students' learning behavior [1–3]. However, one significant challenge in the mining of log …
How is students' online learning behavior related to their course outcomes in an introductory physics course?
This study investigates patterns in students' learning and problem-solving behavior as they
proceed through a sequence of 10 mastery-based online learning modules and how these …
proceed through a sequence of 10 mastery-based online learning modules and how these …
Comparing student behavior in mastery and conventional style online physics homework
We compared students' learning behavior when completing identical online calculus-based
physics homework assignments organized in two ways. One was designed for mastery …
physics homework assignments organized in two ways. One was designed for mastery …
Evaluating the effectiveness of two methods to improve students' problem solving performance after studying an online tutorial
An earlier study using sequences of online learning modules found that a significant fraction
of undergraduate students were unable to solve similar new problems after learning from an …
of undergraduate students were unable to solve similar new problems after learning from an …