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Analyze Healthcare Data with Confidence · LearnSpace
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Analyze Healthcare Data with Confidence

Курс от Coursera
Начальный≈ 3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Healthcare professionals make critical decisions every day that impact patient outcomes—but how confident can you be in your data-driven conclusions without proper statistical foundation? This Short Course was created to help healthcare data analysts accomplish reliable statistical analysis that directly supports patient care improvements. By completing this course, you'll be able to calculate meaningful confidence intervals for population estimates, identify and explain the two critical types of statistical errors that can impact healthcare decisions, and analyze relationships between categorical variables using proven statistical methods. By the end of this course, you will be able to: - Apply standard statistical functions to compute confidence intervals for a mean - Explain the difference between Type I and Type II errors in hypothesis testing - Analyze the relationship between categorical variables using a Chi-square test This course is unique because it bridges statistical theory with practical healthcare applications, giving you the confidence to make evidence-based recommendations that improve patient outcomes. To be successful in this project, you should have basic familiarity with healthcare data and elementary mathematical concepts.

Навыки, которые вы освоите

EstimationStatistical InferenceData AnalysisCorrelation AnalysisStatistical AnalysisData LiteracyProbability & Statistics

Программа курса

3 модулей · 19 учебных материалов

01Module 1: Computing Confidence Intervals for Healthcare Data6 материалов
Why Confidence Intervals Matter in Healthcare AnalyticsDIALOGUEStatistical Foundations for Healthcare Confidence IntervalsЧтение Calculating Confidence Intervals Using Statistical FunctionsВидео Building Confidence Intervals in Excel for Patient Survey DataВидео

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Преподаватель курса

Analyze Healthcare Data with Confidence
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 3 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Calculate Confidence Intervals for Hospital Quality MetricsЗадание
Confidence Intervals Knowledge CheckЗадание
02Module 2: Understanding Statistical Errors in Healthcare Hypothesis Testing6 материалов
Why Statistical Errors Matter in Healthcare DecisionsВидео Type I and Type II Errors in Healthcare Hypothesis TestingВидео Statistical Power and Error Prevention in Healthcare ResearchЧтениеType I and Type II Errors in Healthcare ResearchВидео Analyzing Statistical Errors in Clinical Decision MakingDIALOGUE Statistical Errors in Healthcare Knowledge CheckЗадание
03Module 3: Chi-Square Testing for Healthcare Categorical Data Analysis7 материалов
Why Chi-Square Analysis Matters for Healthcare DecisionsВидеоUnderstanding Chi-Square Tests for Healthcare Categorical DataВидеоAdvanced Chi-Square Applications in Healthcare Quality AnalysisЧтениеConducting Chi-Square Analysis in Excel for Patient Satisfaction DataВидеоHealthcare Categorical Data Analysis with Chi-Square Testing LabЛабораторнаяChi-Square Analysis Knowledge CheckЗаданиеHealthcare Statistical Analysis Comprehensive AssessmentЗадание