Certificate in Healthcare Survey Data Analysis Techniques
-- ViewingNowThe Certificate in Healthcare Survey Data Analysis Techniques course is a comprehensive program designed to equip learners with essential skills in healthcare survey data analysis. This course is critical in today's industry, where data-driven decision-making is paramount.
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โข Introduction to Healthcare Survey Data Analysis: Basics of data analysis, types of healthcare surveys, and their importance.
โข Data Collection Methods in Healthcare Surveys: Probability and non-probability sampling, survey questionnaire design, and data collection tools.
โข Data Cleaning and Preparation: Handling missing data, outliers, and inconsistencies, and preparing data for analysis.
โข Descriptive Statistics for Healthcare Surveys: Measures of central tendency, dispersion, and association, and data visualization techniques.
โข Inferential Statistics in Healthcare Surveys: Hypothesis testing, confidence intervals, and statistical significance.
โข Regression Analysis in Healthcare Surveys: Simple and multiple regression, logistic regression, and interpreting results.
โข Factor Analysis and Cluster Analysis: Extracting underlying factors, clustering variables and respondents, and interpreting results.
โข Data Reporting and Communication: Writing reports, presenting results, and communicating findings to stakeholders.
โข Data Security and Ethics: Protecting confidentiality, minimizing bias, and adhering to ethical standards in healthcare data analysis.
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