ISMAT 17770

Data Analysis in WP & OH

• ApresentaçãoPresentation

  This course aims to provide students with quantitative research skills in the field of Work Psychology and Occupational Health.
• ProgramaProgramme

  S1. Relationship between research and data analysis  S2. JAMOVI and SPSS  S3. Analysis of Covariance  S4. Repeated Measures ANOVA  S5. Inference in Regression Models: Multiple Linear Regression Analysis Moderation vs. Mediation  Moderation modeling via Linear Regression  Partial and total mediation.  Testing models using Jamovi.  S6. Survival Analysis: Objectives and methods.  S7. Analysis of articles  S8. Graphical representation, tables, and writing of results according to APA standards.
• ObjectivosObjectives

  LO1. Provide students with knowledge that will lead them, through a learning process based on practical cases, to apply multivariate statistical procedures, most of which are based on the classical linear model, commonly used in Work Psychology and Occupational Health.  LO2. It is also intended, through a more application-oriented approach, that students analytically apply the procedures with the support of statistical software. LO3. Provide skills for selecting the appropriate statistical procedures for the cases presented, as well as their interpretation and substantive and graphical description of the results according to current APA standards.
• BibliografiaBibliography

  APA (2020). Publication manual of the American Psychological Association (7th Ed.). APA. https://doi.org/10.1037/0000165-000 Baron, R. M., & Kenny, D. A. (1986). The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations. Journal of Personality and Social Psychology, 51, 1173-1182. Coolican, H. (2024). Research methods and statistics in psychology (8th Ed.). Routledge.   Hair. J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th Ed.). London: Prentice-Hall. Hayes, A. F. (2022). An introduction to mediation, moderation, and conditional process analysis: A regression-based approach (3rd ed). Guilford Press. Richardson, P., & Machan, L. (2021). Jamovi for Psychologists. Bloomsbury Publishing PLC. The jamovi project (2024). jamovi. (Version 2.6) [Computer Software]. Retrieved from https://www.jamovi.org
• MetodologiaMethodology

  TM1. Theoretical classes, using the expository method. TM2. Theoretical-practical classes, based on problem/case solving. TM3. Tutorials, self-monitoring, and personal and professional development activities. TM4. Internet-based learning (E-Based Learning), through Moodle.
• LínguaLanguage

  Português
• TipoType

  Semestral
• ECTS

  5
• NaturezaNature

  Mandatory
• EstágioInternship

  Não