group_regulation_long: Group Regulation in Collaborative Learning (Long Format)

In Nestimate: Network Estimation, Bootstrap, and Higher-Order Analysis

Group Regulation in Collaborative Learning (Long Format)

Description

Students' regulation strategies during collaborative learning, in long format. Contains 27,533 timestamped action records from multiple students working in groups across two courses.

Usage

group_regulation_long

Format

A data frame with 27,533 rows and 6 columns:

Actor

Integer. Student identifier.

Achiever

Character. Achievement level: "High" or "Low".

Group

Numeric. Collaboration group identifier.

Course

Character. Course identifier ("A", "B", or "C").

Time

POSIXct. Timestamp of the action.

Action

Character. Regulation action (e.g., cohesion, consensus, discuss, synthesis).

Source

Synthetically generated from the group_regulation dataset in the tna package.

See Also

learning_activities, srl_strategies

Examples

net <- build_network(group_regulation_long,
                     method = "relative",
                     actor = "Actor", action = "Action", time = "Time")
net

Nestimate documentation built on April 20, 2026, 5:06 p.m.