PCL: DATA ANALYSIS: PRACTICAL GUIDANCE
Stampa
Enrollment year
2022/2023
Academic year
2022/2023
Regulations
DM270
Academic discipline
M-PSI/03 (PSYCHOMETRICS)
Department
DEPARTMENT OF BRAIN AND BEHAVIORAL SCIENCES
Course
PSYCHOLOGY
Curriculum
PERCORSO COMUNE
Year of study
Period
2nd semester (27/02/2023 - 09/06/2023)
ECTS
3
Lesson hours
18 lesson hours
Language
Italian
Activity type
ORAL TEST
Teacher
RONCHI LUCA (titolare) - 3 ECTS
Prerequisites
Basic knowledge in using the PC. Basic knowledge in statistics.
Learning outcomes
The CPG aims to provide practical guidance to the student who has to carry out an experimental degree thesis or intends to increase his/her skills in the statistical analysis of data in relation to specific research questions.
Course contents
The following topics will be covered during the course,

- preparation of data sets

- descriptive analysis and graphic visualization of data (example: Histograms, scatterplot)

- analysis of differences between groups (t-test, ANOVA)

- analysis of relationships between variables (correlation and regression)

The lessons will be carried out with the aid of statistical software (eg Jamovi, Excel)
Teaching methods
Theoretical lessons to introduce the main topics and guided practical exercises in classroom (or online)
Reccomended or required readings
Navarro DJ and Foxcroft DR (2019). learning statistics with jamovi: a tutorial for psychology students and other beginners. (Version 0.70). DOI: 10.24384/hgc3-7p15

The text can be downloaded in pdf format at the following link:

https://www.learnstatswithjamovi.com/
Assessment methods
Short powerpoint presentation regarding the results of an analysis conducted to address a specific research question.
The research question is chosen by the student. The data for carrying out this analysis can be collected by the student or downloaded from public platforms (e.g. ISTAT website)
Further information
Sustainable development goals - Agenda 2030