Informações sobre o curso
4.6
29 classificações
14 avaliações
100% online

100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Nível iniciante

Nível iniciante

Prior SPSS knowledge is a plus, but we will walk you through all the steps when using SPSS to run our analyses.

Horas para completar

Aprox. 9 horas para completar

Sugerido: 3 weeks of study, 1-2 hours/week...
Idiomas disponíveis

Inglês

Legendas: Inglês

O que você vai aprender

  • Check

    Mediation, moderation, moderated mediation and mediated moderation models (conditional indirect effects), and multilevel analysis

  • Check

    How to run mediation, moderation, conditional indirect effect and multilevel models and interpret the results

Habilidades que você terá

Data MediationMultilevel ModelData AnalysisData ModelData Moderation
100% online

100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Nível iniciante

Nível iniciante

Prior SPSS knowledge is a plus, but we will walk you through all the steps when using SPSS to run our analyses.

Horas para completar

Aprox. 9 horas para completar

Sugerido: 3 weeks of study, 1-2 hours/week...
Idiomas disponíveis

Inglês

Legendas: Inglês

Programa - O que você aprenderá com este curso

Semana
1
Horas para completar
2 horas para concluir

Mediation and Moderation

Welcome to the first week of our research methods course! We'll start with mediation analysis, following by parallel mediation, serial mediation, and moderation. Mediation is all about the mechanisms connecting the independent variable and dependent variable. Moderation refers to the circumstances under which the independent variable influences the dependent variable. By the end of this week, you will know how, when, and where the independent variable influences the dependent variable and how to theorize and conduct analysis using SPSS....
Reading
9 videos (Total 62 min), 1 leitura, 1 teste
Video9 videos
What Is Mediation?9min
Introduction to SPSS4min
Running a Mediation Model10min
Conducting a Parallel Mediation Analysis8min
Conducting Serial Mediation Analysis9min
Moderation Overview5min
Conducting Moderation Analysis: Understanding the Outputs6min
Conducting Moderation Analysis: Plotting Interactions5min
Reading1 leituras
Course Overview and Requirements10min
Quiz1 exercício prático
Week 1 Quiz on Mediation and Moderation36min
Semana
2
Horas para completar
2 horas para concluir

Conditional Indirect Effects

Now that you know more about mediation and moderation, let's take a look at conditional indirect effects models, which are a combination of mediation and moderation models. First we will get to the heart of the differences between moderated mediation and mediated moderation models.This will allow you to fully understand the relationships between independent variables and dependent variables. By the end of the module, you will be able to theorize about conditional indirect effect models on SPSS and to test which path of the mediation model is affected by the moderator. Then you'll dive into SPSS, run different models, and learn how to interpret the results. ...
Reading
9 videos (Total 69 min), 1 teste
Video9 videos
Testing Mediated Moderation Models: Steps 1-25min
Testing Mediated Moderation Models: Steps 3-56min
Moderated Mediation Models Overview7min
Testing First Stage Moderated Mediation Models8min
Second Stage Moderated Mediation Models Overview5min
Testing Second Stage Moderated Mediation Models9min
Dual Stage Moderated Mediation Models Overview5min
Testing Dual Stage Moderated Mediation Models11min
Quiz1 exercício prático
Week 2 Quiz on Conditional Indirect Effects36min
Semana
3
Horas para completar
1 hora para concluir

Multilevel Analysis

Now that you know how to run mediation, moderation, and conditional indirect effect analyses, we can turn our attention to multilevel models. Multilevel models are statistical models of parameters that vary at more than one level. Think about employees nested in departments, or departments nested in firms. You will learn the importance of multilevel analysis to your research and get familiar with multilevel analysis language. By the end of this module, you will be able to use HLM software to run multilevel models and interpret the results....
Reading
4 videos (Total 35 min), 1 teste
Video4 videos
Multilevel Models Technical Elements5min
Conducting Multilevel Analysis and Centering10min
Conducting Multilevel Analysis and Interpreting Outputs8min
Quiz1 exercício prático
Week 3 Quiz on Multilevel Analysis36min

Instrutores

Avatar

Cristiano Guarana

Post-Doctoral Researcher
Darden School of Business

Sobre University of Virginia

A premier institution of higher education, The University of Virginia offers outstanding academics, world-class faculty, and an inspiring, supportive environment. Founded by Thomas Jefferson in 1819, the University is guided by his vision of discovery, innovation, and development of the full potential of students from all walks of life. Through these courses, global learners have an opportunity to study with renowned scholars and thought leaders....

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