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Measurement – Turning Concepts into Data · LearnSpace
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Measurement – Turning Concepts into Data

Курс от Johns Hopkins University
Начальный≈ 11.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course provides a framework for how analysts can create and evaluate quantitative measures. Consider the many tricky concepts that are often of interest to analysts, such as health, educational attainment and trust in government. This course will explore various approaches for quantifying these concepts. The course begins with an overview of the different levels of measurement and ways to transform variables. We’ll then discuss how to construct and build a measurement model. We’ll next examine surveys, as they are one of the most frequently used measurement tools. As part of this discussion, we’ll cover survey sampling, design and evaluation. Lastly, we’ll consider different ways to judge the quality of a measure, such as by its level of reliability or validity. By the end of this course, you should be able to develop and critically assess measures for concepts worth study. After all, a good analysis is built on good measures.

Навыки, которые вы освоите

Data ValidationResearch DesignSampling (Statistics)Data TransformationSurvey CreationSurveysMitigationData LiteracyData AnalysisData QualityQuantitative ResearchStatistical AnalysisData CollectionResearch MethodologiesData ModelingAnalysis

Программа курса

4 модулей · 49 учебных материалов

01Fundamentals of Measurement13 материалов

Welcome Video

Welcome to the Course!Видео

Levels of Measurement

Levels of MeasurementВидеоLevels of MeasurementЧтениеFrequency, Frequency Tables, and Levels of MeasurementЧтение

Учитесь у экспертов

Jennifer Bachner, PhD

Director

Measurement – Turning Concepts into Data
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Обучение на Coursera

≈ 11.1 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Дари, Хинди, Японский, Казахский, Малайский, Польский

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Levels of Measurement Practice ProblemsЗадание

Transforming Variables

Transforming VariablesВидеоWhen and Why to Standardize Your DataЧтениеTransforming Variables Practice ProblemsЗадание

Unit of Analysis

Unit of AnalysisВидеоUnit of AnalysisЧтениеUnit of Analysis and Unit of ObservationЧтениеUnit of Analysis Practice ProblemsЗадание

Final Assessment on the Fundamentals of Measurement

Final Quiz on the Fundamentals of MeasurementЗадание
02Building a Measurement Model12 материалов

Conceptual Definitions

Conceptual DefinitionsВидеоDefining and Measuring ConceptsЧтениеConceptual Definition Practice ProblemsЗадание

Operational Definitions

Operational DefinitionsВидеоModels of Measurement and Their ImplicationsЧтениеOperational Definition Practice ProblemsЗадание

Measurement Models

Measurement ModelsВидеоReport by the Commission on the Measurement of Economic Performance and Social ProgressЧтениеVarieties of Democracy MethodologyЧтениеAnalyzing Roll Calls with Perfect Spatial VotingЧтениеMeasurement Model Practice ProblemsЗадание

Final Assessment on Measurement Models

Final Quiz on Measurement ModelsЗадание
03Survey Research13 материалов

Survey Sampling

Survey SamplingВидеоSimple Random SampleЧтениеSurvey Sampling Practice ProblemsЗадание

Survey Design

Question WordingВидеоResponse CategoriesВидеоQuestion OrderВидеоQuestionnaire DesignЧтениеSurvey Design Practice ProblemsЗадание

Survey Evaluation

Survey EvaluationВидеоQuestionnaire Pretest ProceduresЧтениеCognitive InterviewingЧтениеSurvey Evaluation Practice ProblemsЗадание

Final Assessment on Survey Research

Final Quiz on Survey ResearchЗадание
04Evaluating Measurement Models11 материалов

Measurement Error

Measurement ErrorВидеоMeasurement ErrorЧтениеMeasurement Error Practice ProblemsЗадание

Reliability

ReliabilityВидеоReliability and Validity of MeasurementЧтениеUnderstanding Test Quality - Concepts of Reliability and ValidityЧтениеReliability Practice ProblemsЗадание

Validity

ValidityВидеоValidity of Measures is No Simple MatterЧтениеValidity Practice ProblemsЗадание

Final Assessment on Evaluating Measurement Models

Final Quiz on Evaluating Measurement ModelsЗадание