在Microsoft Excel中创建单个主题图形的指导,视频模型和无指令控制教程的比较:系统的复制和扩展
Kimberley L M Zonneveld1, Alison D Cox1, Madeline M Asaro1
1Department of Applied Disability Studies, Brock University, St. Catharines, ON, Canada.
Journal of applied behavior analysis
|February 7, 2024
概括
导师带领和视频模型教程有效地教单主题设计的图形设计,优于士学生的书面指令. 训练提高了训练有素和未训练有素的图形类型的性能.
科学领域:
- 行为分析 行为分析
- 教育心理学教育心理学
- 数据可视化 数据可视化
背景情况:
- 对单个主体数据的视觉检查对行为分析师至关重要.
- 关于在单主题设计中教学图形构造的最佳方法存在缺乏共识.
- 泰纳和菲努普 (Tyner and Fienup, 2015) 之前的研究为这项研究提供了基础.
研究的目的:
- 为了比较导师带领,视频模型和无指令控制教程在图表表现上的有效性.
- 扩展以前关于教学图形构建的发现,用于单个学科设计.
- 评估不同教学方法对士生图形技能的影响.
主要方法:
- 一种系统的复制和扩展,使用重复测量对象之间的设计.
- 有81名具有先前Microsoft Excel经验的士生参加了这次考试.
- 三种教学条件的比较:由教师领导,视频模型和对照组.
主要成果:
- 在所有组的预测,教程和后测试提交中都发现了统计学上显著的主要效应.
- 教学小组本身的主要影响在统计学上并不显著.
- 辅导小组和提交文件之间的显著相互作用表明,指导员领导的和视频模型的辅导程序优于对照条件.
- 培训对训练有素和未训练有素的图形类型 (多元图形) 的表现产生了积极的影响.
结论:
- 导师带领和视频模型教程都比书面规范更有效,用于向研究生教授图形构造.
- 教学方法在单个主题设计中显著影响图形性能.
- 训练一般化为未经训练的图形类型,表明强大的技能获取.
相关概念视频
Microsoft Excel: Student's t-Test
300
Student's t-test in Microsoft Excel is a statistical method used to compare the means of two groups to determine if they are significantly different from each other. It's commonly used to evaluate hypotheses, such as testing whether a treatment has an effect compared to a control group. Excel provides built-in functions to perform t-tests, making it accessible for users needing to conduct basic statistical analysis.
To conduct a t-test in Excel, use the T.TEST function or the "Data...
To conduct a t-test in Excel, use the T.TEST function or the "Data...
300
Overview of Microsoft Excel as a Data Analysis Tool
494
Microsoft Excel is a cornerstone tool for data analysis and statistical operations, offering a wide array of functionalities to manage, analyze, and visualize data efficiently. Recognized for its versatility, Excel facilitates the performance of basic to complex statistical operations, serving as an indispensable asset for analysts, researchers, and students alike. Excel's significance in data analysis emanates from its spreadsheet environment, where data can be organized in rows and...
494
Microsoft Excel: Regression Analysis
608
Regression analysis in Microsoft Excel is a powerful statistical method for examining the relationship between a dependent variable and one or more independent variables. It's used extensively in fields such as economics, biology, and business to predict outcomes, understand relationships, and make data-driven decisions. The most common type is linear regression, which attempts to fit a straight line through the data points to model the relationship between variables.
To perform regression...
To perform regression...
608
Multiple Bar Graph
5.2K
As the name suggests, a multiple bar graph is the same as a bar graph but has multiple bars to depict relationships between different data values. One can include as many parameters as possible. However, each parameter must have the same unit of measurement.
Each bar or column in the multiple bar graph represents a data value. These graphs are used primarily in interrelating two or more sets of data. The categories of different kinds of data are listed along the horizontal or x-axis, whereas...
Each bar or column in the multiple bar graph represents a data value. These graphs are used primarily in interrelating two or more sets of data. The categories of different kinds of data are listed along the horizontal or x-axis, whereas...
5.2K
Microsoft Excel: Finding Central Tendency, Skew, and Kurtosis
173
Central tendency refers to the central point or typical value of a dataset. It summarizes the data set with a single value that represents the center of its distribution. The three main measures of central tendency are:
Mean: The arithmetic average of all data points. It is calculated by adding all the values together and dividing by the number of values. The mean is sensitive to extreme values (outliers).
Median: The middle value when the data points are arranged in ascending or descending...
Mean: The arithmetic average of all data points. It is calculated by adding all the values together and dividing by the number of values. The mean is sensitive to extreme values (outliers).
Median: The middle value when the data points are arranged in ascending or descending...
173
Microsoft Excel: Pearson's Correlation
476
Microsoft Excel is a powerful tool for statistical analysis, including calculating Pearson's correlation coefficient, which measures the strength and direction of a linear relationship between two continuous variables. Pearson's correlation coefficient, often denoted as "r," ranges from -1 to 1. A value close to 1 indicates a strong positive correlation, meaning as one variable increases, the other does too. A value close to -1 indicates a strong negative correlation, implying...
476


