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所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistics-for-social-science-research/
课程评论：没有评论
**课程名称：** 社会科学研究统计学 **课程概述：** 本课程旨在帮助社会科学领域的研究人员和学生掌握定量研究数据分析所需的统计知识和技能。许多研究者在选择和理解适合其研究的统计方法时遇到困难，这可能导致研究结果出现错误。本课程将解决这一痛点，使学习者能够自信地进行数据分析。 **核心学习目标：** * **理解统计学的基本概念：** 明确统计学在研究中的作用。 * **区分研究类型：** 识别定性研究与定量研究的差异。 * **掌握变量的识别与分类：** 能够识别研究中的变量类型，并了解其在四种不同测量尺度上的分类。 * **构建研究假设：** 将研究问题转化为可检验的假设。 * **应用描述性统计：** 学习描述性统计方法及其在数据总结中的应用。 * **选择合适的统计推断方法：** 掌握选择适合研究的统计推断方法的原则。 * **进行假设检验：** * 区分文字假设和符号假设。 * 识别统计显著性值和检验统计量。 * 解释研究结果并得出结论。 **课程对学习者的影响：** * **提升数据分析效率：** 显著提高分析研究数据的技能。 * **优化统计应用：** 更有效地将统计方法应用于研究实践。 * **发展统计能力：** 深入理解并运用描述性统计和推断性统计。 * **增强自信心：** 提高在选择恰当统计方法方面的信心。
Data Analysis plays an important role in assisting researchers and students conducting quantitative research studies. However, some researchers and students have trouble identifying and understanding the appropriate types of statistics to use in data analysis when conducting research. This issue can cause errors in the findings of research studies they conduct. Taking this issue into account, a course titled Statistics for Social Science Research has been produced. The main objective of this course is to help researchers and students identify appropriate statistics to use in data analysis in their quantitative research.The course titled Statistics for Social Science Research enables a user to master the following statistical knowledge and skills: -1. Define statistics in research.2. Distinguish between qualitative and quantitative types of research.3. Identify the types of variables in research.4. Classify variables in four different measurement scales.5. Forming a hypothesis from a research question.6. Applying descriptive statistics in research.7. Choosing the appropriate statistical inference method for a research.8. Conduct tests on hypotheses using inferential statistics. In carrying out the tests, the user should be able to: -i. Differentiate between verbal (in the form of sentences) and symbolic (in the form of statistical symbols) hypothesesii. Identifying significant values and statistical test values.iii. Interpreting results and drawing conclusions.This course has several impacts on users as follows:-a) Users can improve existing statistical skills that allow them to analyze data in research more effectivelyb) Users can perform statistical applications in research more effectively.c) Users can develop the use of descriptive and inferential statistics in research.d) Users are more confident in themselves in choosing appropriate statistical methods in research.
