SPSS: Essential Skills for First-Year University Students

所在平台: Udemy

课程主页: https://www.udemy.com/course/spss-essential-skills-for-first-year-university-students/

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课程名称:SPSS:大学一年级学生的必备技能 课程概述:本课程基于我在心理学和神经科学领域获得的学士、硕士和博士学位,以及十多年的与大学生(尤其是社会科学专业学生)合作的经验而设计,旨在覆盖学生在第一年通常会遇到的大部分分析内容。 分析内容:课程涵盖了以下分析方法:独立样本t检验、曼-惠特尼U检验、配对样本t检验、威尔科克森符号秩检验、卡方适合度检验和卡方独立性检验。此外,课程还讲解了如何处理问卷数据,包括数据输入、识别和标记无效反应、逆向编码、内部可靠性评估,以及计算平均值和总分。 学习内容:对于每种分析,学生将获得清晰的逐步指导,包括何时使用这些分析、如何输入数据、如何检查假设、如何运行测试、如何创建图表、如何解读结果,以及如何以APA格式报告结果。这些知识将使你在大学同学中领先一步! 资源:课程的每个部分都会集中在一种特定的分析方法,并配备一系列有价值的资源,包括视频中使用的数据文件、关于分析方法的关键信息表(如使用时机、示例假设、假设条件),以及示例的APA结果部分。此外,你还将获得解释所有视频中使用术语的词汇表。 作业:每个部分还提供一个额外的数据集(未在视频中使用),供学生练习运行分析和报告结果。如果你选择完成作业,可以下载基于这些数据集的示例结果部分,以评估你是否正确运行了测试以及结果报告的准确性。

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Drawing on my BSc, MSc, and PhD degrees in psychology and neuroscience and over a decade of experience working with university students, especially those studying social sciences, I designed this course to cover the majority of analyses that students usually encounter in their first year.The Analyses Covered By the CourseThe course covers the following analyses: Independent t-tests, Mann-Whitney U tests, paired t-tests, Wilcoxon signed-rank tests, chi-squared goodness of fit tests, and chi-squared tests of independence. Additionally, the course covers how to process questionnaire data, focusing on entering data, identifying and labelling invalid responses, reverse coding, internal reliability, and creating mean (i.e., average) and sum (i.e., total) scores.What You'll LearnFor each of the analyses, you'll receive clear, step-by-step guidance on when to use them, how to enter the data, how to check assumptions, how to run the test, how to create a graph, how to interpret the results, and how to report the results in APA style. With this knowledge, you'll be a step ahead of your university peers!ResourcesEach section of the course focuses on a different analysis and comes with a range of valuable resources, including the data files used in the videos, information sheets with key details about the analyses (e.g., when to use them, example hypotheses, assumptions), and example APA results sections. You'll also receive a glossary explaining all the terms used in the videos.AssignmentsEach section comes with an additional data set (not used in the videos) that you can use to practice running the analysis and reporting the results. If you choose to complete the assignments, you can download example results sections based on these data sets to assess whether you ran the test correctly and how accurately you reported the results.

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