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Ano Letivo: 2019/20

Gestão de Recursos Humanos

Advanced Data Analysis Methods

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Publication in the Diário da República: Despacho n.º 6419/2017, de 24-07-2017

6 ECTS; 1º Ano, 2º Semestre, 20,0 T + 20,0 TP , Cód. 92999.

Lecturer
- Luis Miguel Lindinho da Cunha Mendes Grilo (1)(2)

(1) Docente Responsável
(2) Docente que lecciona

Prerequisites
Not applicable.

Objectives
Provide students with knowledge about bi and multivariate data analysis, specifically in terms of inferential models.

Program
1. Advanced Research Methods
1.1. Development of research topics and bases of the research process
1.2. Methodological advantages and difficulties associated with the choice of specific types of study and methodological approach
1.3. Preparation of a research project
1.4. Publishing process: preparation, submission and revision of papers and scientific research studies
1.5. Public presentation of a scientific research project

2. Advanced Methods of Data Analysis
2.1. Parametric and non-parametric inferential analyses
2.2. Simple linear regression and multiple regression models
2.3. Structural Equation model
2.4. Models of Moderation and Mediation
2.5. Reporting results and SPSS applications

Evaluation Methodology
Continuous assessment: two midterm tests (graded 0-20) throughout the semester, weighing 30% for chapter 1 and 70% for chapter 2. An average mark of 10/20 is required to pass both the continuous assessment and exam-based assessment. A mark of 10/20 in the continuous assessment exempts ...

Bibliography
- Barañano, A. (2008). Métodos e Técnicas de Investigação em Gestão: Manual de Apoio à Realização de Trabalhos de Investigação. Lisboa: Edições Sílabo
- Bryman, A. e Buchanan, D. (2011). The SAGE: handbook or organizational research methods. London, England: SAGE
- Marôco, J. (2007). Análise Estatística com utilização do SPSS. Lisboa: Edições Sílabo
- Marôco, J. (2011). Análise de Equações Estruturais: Fundamentos teóricos, Software e Aplicações. Lisboa: ReportNumber

Teaching Method
Expository lessons promoting brainstorming and debate supported by literature review to illustrate key models, methods and techniques.

Software used in class
The IBM SPSS and SmartPLS packages. From time to time, the Excel spreadsheet can be used.

 

 

 


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