Class Métodos de Investigação em Psicologia Social e das Organizações II

This Course enables students to develop skills in data analysis for research in Psychology, focusing on techniques of quantitative data analysis in the field of psychometrics and inferential statistics, as well as qualitative data analysis.

PC1. Qualitative data analysis methods: Thematic analysis

PC2. Quantitative data analysis methods: Descriptive statistics and inferential statistics

PC3. Psychometrics

PC3.1. Concept of psychometric scales and measurement theory in psychometrics

PC3.2. Psychometric validation of measurement tests: Exploratory Factor Analysis and Confirmatory Factor Analysis

PC4. Inferential Statistics:

PC4.1. Univariate and Multivariate Analysis of Variance

PC4.2. Analysis of Variance with Repeated Measures

PC4.3. Linear relationship between two variables: Correlation, Simple and Multiple Linear Regression

PC4.4. Mediation Models

PC4.5. Moderation Models

Note.  PC = program contents

The classes of this course, of a theoretical-practical nature (TP), have a primarily applied component, in which students apply the theoretical skills acquired through practical activities such as conducting, analyzing, and discussing applied data analysis procedures. The practical application of the learned concepts will also be carried out using data from a study developed by the students themselves in the course of Research Methods I, allowing them to explore all phases of a research process over the two semesters.

To engage students in research conducted in the field of Psychology, published studies in international journals that utilize the taught models and analytical techniques will be presented. Additionally, whenever possible, students will be involved in ongoing research projects at the Research and Development Unit (HEI-Lab).

. Braun, V., & Clarke, V. (2023). Toward good practice in thematic analysis: Avoiding common problems and be (com) ing a knowing researcher. International Journal of Transgender Health, 24(1), 1-6. https://doi.org/10.1080/26895269.2022.2129597.

. Field, A. (2017). Discovering statistics using IBM SPSS Statistics (5 th Ed.) . London: Sage.

. Flick, U. (2009). Introdução à Pesquisa Qualitativa (3.ª Ed.). Porto Alegre: Artmed.

. Hayes, A. F. (2017). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. New York:Guilford Publications.

. Maroco, J. (2018). Análise estatística com o SPSS statistics ( 7ª Ed. ) Lisboa: ReportNumber.

. Bardin,L. (2004). Análise de Conteúdo. Lisboa: Edições 70.

. Tabachnick, B. & Fidell, L. (2006). Using multivariate statistics . USA: Pearson International.

. Watt, R., & Collins, E. (2019). Statistics for Psychology: A Guide for Beginners (and everyone else). SAGE Publications Limited.