課程信息
4.6
27 個評分
14 個審閱
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根據您的日程表重置截止日期。
初級

初級

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

完成時間(小時)

完成時間大約為9 小時

建議:3 weeks of study, 1-2 hours/week...
可選語言

英語(English)

字幕:英語(English)...

您將學到的內容有

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    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

您將獲得的技能

Data MediationMultilevel ModelData AnalysisData ModelData Moderation
100% online

100% online

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
初級

初級

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

完成時間(小時)

完成時間大約為9 小時

建議:3 weeks of study, 1-2 hours/week...
可選語言

英語(English)

字幕:英語(English)...

教學大綱 - 您將從這門課程中學到什麼

1
完成時間(小時)
完成時間為 2 小時

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 個視頻(共 62 分鐘), 1 個閱讀材料, 1 個測驗
Video9 個視頻
What Is Mediation?9分鐘
Introduction to SPSS4分鐘
Running a Mediation Model10分鐘
Conducting a Parallel Mediation Analysis8分鐘
Conducting Serial Mediation Analysis9分鐘
Moderation Overview5分鐘
Conducting Moderation Analysis: Understanding the Outputs6分鐘
Conducting Moderation Analysis: Plotting Interactions5分鐘
Reading1 個閱讀材料
Course Overview and Requirements10分鐘
Quiz1 個練習
Week 1 Quiz on Mediation and Moderation36分鐘
2
完成時間(小時)
完成時間為 2 小時

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 個視頻(共 69 分鐘), 1 個測驗
Video9 個視頻
Testing Mediated Moderation Models: Steps 1-25分鐘
Testing Mediated Moderation Models: Steps 3-56分鐘
Moderated Mediation Models Overview7分鐘
Testing First Stage Moderated Mediation Models8分鐘
Second Stage Moderated Mediation Models Overview5分鐘
Testing Second Stage Moderated Mediation Models9分鐘
Dual Stage Moderated Mediation Models Overview5分鐘
Testing Dual Stage Moderated Mediation Models11分鐘
Quiz1 個練習
Week 2 Quiz on Conditional Indirect Effects36分鐘
3
完成時間(小時)
完成時間為 1 小時

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 個視頻(共 35 分鐘), 1 個測驗
Video4 個視頻
Multilevel Models Technical Elements5分鐘
Conducting Multilevel Analysis and Centering10分鐘
Conducting Multilevel Analysis and Interpreting Outputs8分鐘
Quiz1 個練習
Week 3 Quiz on Multilevel Analysis36分鐘

講師

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Cristiano Guarana

Post-Doctoral Researcher
Darden School of Business

關於 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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