课程信息
4.6
29 个评分
14 个审阅
100% 在线

100% 在线

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
初级

初级

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

完成时间(小时)

完成时间大约为9 小时

建议:3 weeks of study, 1-2 hours/week...
可选语言

英语(English)

字幕:英语(English)

您将学到的内容有

  • 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

您将获得的技能

Data MediationMultilevel ModelData AnalysisData ModelData Moderation
100% 在线

100% 在线

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
初级

初级

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

完成时间(小时)

完成时间大约为9 小时

建议:3 weeks of study, 1-2 hours/week...
可选语言

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 2 小时

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 个视频 (总计 62 分钟), 1 个阅读材料, 1 个测验
Video9 个视频
What Is Mediation?9分钟
Introduction to SPSS4分钟
Running a Mediation Model10分钟
Conducting a Parallel Mediation Analysis8分钟
Conducting Serial Mediation Analysis9分钟
Moderation Overview5分钟
Conducting Moderation Analysis: Understanding the Outputs6分钟
Conducting Moderation Analysis: Plotting Interactions5分钟
Reading1 个阅读材料
Course Overview and Requirements10分钟
Quiz1 个练习
Week 1 Quiz on Mediation and Moderation36分钟
2
完成时间(小时)
完成时间为 2 小时

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 个视频 (总计 69 分钟), 1 个测验
Video9 个视频
Testing Mediated Moderation Models: Steps 1-25分钟
Testing Mediated Moderation Models: Steps 3-56分钟
Moderated Mediation Models Overview7分钟
Testing First Stage Moderated Mediation Models8分钟
Second Stage Moderated Mediation Models Overview5分钟
Testing Second Stage Moderated Mediation Models9分钟
Dual Stage Moderated Mediation Models Overview5分钟
Testing Dual Stage Moderated Mediation Models11分钟
Quiz1 个练习
Week 2 Quiz on Conditional Indirect Effects36分钟
3
完成时间(小时)
完成时间为 1 小时

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 个视频 (总计 35 分钟), 1 个测验
Video4 个视频
Multilevel Models Technical Elements5分钟
Conducting Multilevel Analysis and Centering10分钟
Conducting Multilevel Analysis and Interpreting Outputs8分钟
Quiz1 个练习
Week 3 Quiz on Multilevel Analysis36分钟

讲师

Avatar

Cristiano Guarana

Post-Doctoral Researcher
Darden School of Business

关于 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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