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Necessary Condition Analysis (NCA) · LearnSpace
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Necessary Condition Analysis (NCA)

Курс от Erasmus University Rotterdam
Начальный≈ 6.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to Necessary Condition Analysis (NCA). NCA analyzes data using necessity logic. A necessary condition implies that if the condition is not in place, there will be guaranteed failure of the outcome. The opposite however is not true; if the condition is in place, success of the outcome is not guaranteed. Examples of necessary conditions are a student’s GMAT score for admission to a PhD program; a student will not be admitted to a PhD program when his GMAT score is too low. Intelligence for creativity, as creativity will not exist without intelligence, and management commitment for organizational change, as organizational change will not occur without management commitment. NCA can be used with existing or new data sets and can give novel insights for theory and practice. You can apply NCA as a stand-alone approach, or as part of a multi-method approach complementing multiple linear regression (MLR), structural equation modelling (SEM) or Qualitative Comparative Analysis (QCA). This course explains the basic elements of NCA and uses illustrative examples on how to perform NCA with R software. Topics include (i) Setting up an NCA study (ii) Run NCA and (iii) Present the results of NCA. We hope you enjoy the course!

Навыки, которые вы освоите

Quantitative ResearchSampling (Statistics)Data CollectionData AnalysisStatistical ReportingResearch MethodologiesSmall DataResearchStatistical AnalysisQualitative ResearchData Analysis SoftwareR ProgrammingAnalytical SkillsStatistical SoftwareR (Software)

Программа курса

5 модулей · 69 учебных материалов

01Week 1 - Introduction to Necessary Condition Analysis16 материалов

Welcome to the course

Welcome to the courseВидео

Introduction to week 1

Introduction week 1Видео

Lesson 1: Necessity logic

Necessity logicВидеоPractice question 1Задание

Учитесь у экспертов

Jon Bokrantz

Researcher – PhD

Chloé Schwizgebel

Msc. Global Business Sustainability

Wilfred Knol

Msc. Technology Management

Jan Dul

Professor of Technology and Human Factors

Nicole Franziska Richter

Associate Professor

Necessary Condition Analysis (NCA)
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≈ 6.6 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

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Necessity logicЧтение

Lesson 2: Necessary conditions

Necessary conditionsВидеоPractice question 2Задание

Lesson 3: Basics of NCA

Basics of NCAВидеоPractice question 3ЗаданиеMethodological backgrounds of NCAЧтение

Lesson 4: Difference between necessity logic and average-trend logic

Difference between necessity logic and average-trend logicВидеоPractice question 4Задание

Lesson 5: The benefits of NCA

The benefits of NCAВидеоPractice question 5ЗаданиеThe benefits of NCA for researchers and practitionersЧтение

Graded quiz: Introduction to Necessary Condition Analysis

Week 1Задание
02Week 2 - Setting up an NCA study11 материалов

Introduction to week 2

Introduction week 2Видео

Lesson 6: Formulating necessary condition hypotheses

Formulating necessary condition hypothesesВидеоPractice question 6ЗаданиеFormulating necessary condition hypothesesЧтение

Lesson 7: Collecting data - The sample

Collecting data: The sampleВидеоPractice question 7ЗаданиеCollecting data: The sampleЧтение

Lesson 8: Collecting data: The measurement

Collecting data: The measurementВидеоPractice question 8ЗаданиеCollecting data: The measurementЧтение

Graded quiz: Setting up an NCA study

Week 2Задание
03Week 3 - Data analysis with NCA19 материалов

Introduction to week 3

Introduction week 3Видео

Lesson 9: Identify empty space - Scatter plot approach

Identify empty space - Scatter plot approachВидеоPractice question 9Задание

Lesson 10: The effect size

The effect sizeВидеоPractice question 10ЗаданиеThe effect size Чтение

Lesson 11: NCA's statistical test

NCA's statistical testВидеоPractice question 11ЗаданиеNCA's statistical testЧтение

Lesson 12: The bottleneck table

The bottleneck tableВидеоPractice question 12ЗаданиеThe bottleneck tableЧтение

Lesson 13: Software demonstration

Software DemonstrationЧтениеIntroduction to the software demonstrationВидеоPart 1: Load NCA software and datasetВидеоPart 2: Conduct NCA: effect size, p-valueВидеоPart 3: Conduct NCA: bottleneck tableВидеоUsing the NCA softwareЧтение

Graded quiz: Data analysis with NCA

Week 3Задание
04Week 4 - Reporting the results of NCA8 материалов

Introduction to week 4

Introduction week 4Видео

Lesson 14: Reporting an NCA study

Reporting an NCA studyВидеоPractice question 14ЗаданиеReporting an NCA studyЧтение

Lesson 15: Strengths and weaknesses of NCA

Strengths and weaknesses of NCAВидеоPractice question 15ЗаданиеStrengths and weaknesses of NCAЧтение

Graded quiz: Reporting the results of NCA

Week 4Задание
05Week 5 - Advanced Topics of NCA15 материалов

Introduction to week 5

Introduction week 5Видео

Lesson 16: Analyzing other corners

Other cornersВидеоPractice question 16ЗаданиеOther cornersЧтение

Lesson 17: Dealing with outliers

OutliersВидеоPractice question 17ЗаданиеOutliersЧтение

Lesson 18: NCA in small N research

How to use NCA in small N research ВидеоPractice question 18ЗаданиеHow to use NCA in small N researchЧтение

Lesson 19: How NCA is different from QCA

NCA and QCAВидеоPractice question 19ЗаданиеHow NCA is different from QCAЧтение

Graded quiz: Advanced Topics of NCA

Week 5Задание

Closing the course

Closing the courseВидео