Using the SOCIO Chatbot for UML Modelling: A Second Family of Experiments

CONTENTS OF THIS FILE * Data Analysis * Experimental Design # Data AnalysisThis folder consists of data obtained from the experiments and the materials we use for analysis. Here we provide the following documents:01-The folder "Class diagrams" This folder contains class diagrams realized by participants in three experiments.02-Code.R Here we provide the code we use to analyze the raw data of three experiments. With this code, we generate profile-plots, violin-plots, the summaries of descriptive statistics. 03-Familiarity Result.xlsx Here we provide the data we obtained from the familiarity questionnaire.04-Raw Data.xlsx Here we provide the aggregation of the raw data of the three experiments.05-Task 1_Ideal Class diagram.png and 06-Task 2_Ideal Class diagram.png Here we provide two ideal class diagrams corresponding to task 1 and task 2. To analyze the response variable effectiveness and the quality of class diagrams, we compare these two ideal class diagrams with each of the class diagrams realized by participants.07-How to calculate the quality.pdf Here we provide two examples of SOCIO and Creately to illustrate how we compare the ideal class diagram and the class diagram obtained in the experiment.08-The folder "Thematic Analysis" This folder contains the code and data that we use to generate the thematic results graphs. # Experimental DesignThis folder contains the original materials used in the experimental design process. Here we provide the following documents:01-Experiment Procedure.pdf Here we provide the experiment procedure in detail. The experiment procedure is identical among the three experiments. 02-Informed Consent.pdf Here we provide the informed consent in detail. We require participants to sign the informed consent before the experiment, stating that they granted us permission to record their data via Telegram. We ensured that the participation of all subjects in this research was completely anonymous, and no information they shared could be electronically traced to them03-The folder "Questionnaires" This folder contains the familiarity questionnaire we used before the execution of each experiment (i.e., Familiarity Questionnaire.pdf), the SUS questionnaire for Task 1 (i.e., SUS Questionnaire_Task1.pdf) and the SUS questionnaire for Task 2 (i.e., SUS Questionnaire_Task2.pdf).04-The folder "Tasks" This folder contains the specific content of Task 1 (i.e., Task1.pdf) and Task 2 (i.e., Task2.pdf).05-The folder "Tutorial Slides" This folder