基本素養 Basic Literacy

人文素養
Humanistic quality
公民素養
Civic literacy
社會關懷
Social participation
國際視野
Global outlook

核心能力 Competence

照顧病人的基本能力
Basic ability in clinical care
專業素養
Professionalism
良好的溝通能力
Excellent communication skills
解決問題的方法
Technique for Problem-solving
終身學習的態度
Habit of lifelong learning

課程概述 Course Description


課程學習目標 Course Objectives

The data analysis training course is designed to researchers and graduate students with basic concepts of statistics, how to present and process data using common statistical software (i.e., SAS, R and SPSS) for clinical research; how to plan research such that the data will be suitable for statistical analysis. Participants will be able to plan more completely the collection and processing of research data and to apply more appropriately sophisticated statistical tests.

課程進度 Progress Description

進度說明 Progress Description
1Data Management using Statistical Software: Data Import/Export, Modifying Data and Rearranging Data
2Topics in Hypothesis Testing: Power, Sample size Determination, Multiple Testing
3Student's t-test, One-Way/Two-Way ANOVA, Nonparametric test
4Chi-Square test, Fisher's Exact test, and McNemar's Test, and Mantel-Haenszel test
5Pearson's Correlation and Spearman's Rank Correlation
6Kappa Statistics and Intra-Class Correlation Coefficient
7Simple Linear Regression and Multiple Linear Regression
8Factor Analysis and Structural Equation Modeling
9Logistic regression: Binary, Polytomous, and Ordinal Logistic regression
10Survival analysis: Log-Rank Test and Cox Proportional Hazards Model
11Mixed Effect Model and Generalized Estimating Equation
12Cluster Analysis and Discriminant Analysis
13Systematic reviews and Meta-analysis
14Introduction to the National Health Insurance Research Database (NHIRD)
15Real data discussion/presentation
16Real data discussion/presentation
17Real data discussion/presentation
18Final Exam
 以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

課程學習融入下列議題或具有下列內涵的程度
Immersing the Following Issues or Contents

議題或內容 Issues or Contents關聯性 Correlation
觀光旅遊產業 Tourism 無相關 No correlation
綠色能源產業 Green Energy Industry 無相關 No correlation
文創產業 Cultural and creative Industry 無相關 No correlation
環境保護 Environmental Protection 無相關 No correlation
人權教育 Human Rights Education 無相關 No correlation
服務學習 Service Learning 無相關 No correlation
性別平等 Gender Equity 無相關 No correlation
法治教育 Law-Related Education 無相關 No correlation
工作實務取向 Pragmatic Orientation 直接相關 Direct correlation
生命教育 Life Education 無相關 No correlation
智慧財產權 Intellectual Property 無相關 No correlation
環境安全 Environmental Safety 無相關 No correlation
健康醫療照護產業 Health,Medical Treatment, Nursing Industry 間接相關 Indirect correlation
精緻農業產業 Advanced Agriculture 無相關 No correlation
生物科技產業 Biotechnology Industry 間接相關 Indirect correlation
學術研究取向 Academic Orientation 直接相關 Direct correlation

有關課程其他調查 Other Surveys of Courses

1.本課程是否規劃業界教師參與教學或演講? 否
Is there any industry specialist invited in this course? How many times? No
2.本課程是否規劃含校外實習(並非參訪)? 否
Are there any internships involved in the course? How many hours? No