Quantitative Research Methods

Description

Quantitative Research Methods

• Defining Research Problems and background to quantitative research.

• Research designs

• Hypothesis Testing (Conceptual)

• Type I and Type II Error

• Sampling, probability and sampling distributions.

• Statistical Power

• Description and Measurement: Levels of measurement, normal distribution, reliability, validity, and generalizability.

• Surveys: development and variable measurement

• Control variables

• Common Method Variance: Assessment and remedies

• Cross-sectional and longitudinal field studiesExperimental and quasi-experimental research

• Multiple regressions: linear regression, nonlinear regression

• Bayesian analysis usefulness in research in Management: an introduction

• Bootstrapping: an introduction for testing mediation, moderation and moderated mediation

• Structural Equation Models: an introduction

• Multilevel modeling: an introduction

3 ECTS

Prof. Vincenzo Verardi

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