
Reproduction Package for "The Influence of Incentives and Continuous Feedback in Combined Modeling and Programming Education" This repository contains the reproduction package for the research paper "The Influence of Incentives and Continuous Feedback in Combined Modeling and Programming Education" submitted at ECSEE'25. Dataset The dataset consists of two parts: 1. exam_data.csv contains the pseudonymized individual exam results and bonus points.2. commit_distribution.csv contains the pseudonymized individual commit behavior of students who participated in the bonus point courses in the assessment system Reproduction All statistical computations and plot generations were implemented in Julia.The following packages are required for reproducing the results: CSV, Plots, DataFrames, Statistics, HypothesisTests, StatsBase, StatsAPI, StatsPlots, DataStructures, ColorSchemes To reproduce the statistical analysis and run the plot generation for figures 1-4 and all tables, run julia stats.jl. To reproduce the analysis and run the plot generation for figures 5 and 6, run julia generate_artemis_plots.jl.
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
