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Stereotype Threat and Self-fulfilling Prophecies02:09

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When we hold a stereotype about a person, we have expectations that he or she will fulfill that stereotype. A self-fulfilling prophecy is an expectation held by a person that alters his or her behavior in a way that tends to make it true. When we hold stereotypes about a person, we tend to treat the person according to our expectations. This treatment can influence the person to act according to our stereotypic expectations, thus confirming our stereotypic beliefs. Research by Rosenthal and...
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Confidence Coefficient01:24

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The confidence coefficient is also known as the confidence level or degree of confidence. It is the percent expression for the probability, 1-α, that the confidence interval contains the true population parameter assuming that the confidence interval is obtained after sufficient unbiased sampling; for example, if the CL = 90%, then in 90 out of 100 samples the interval estimate will enclose the true population parameter. Here α is the area under the curve, distributed equally under...
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Reliability and validity are two important considerations that must be made with any type of data collection. Reliability refers to the ability to consistently produce a given result. In the context of psychological research, this would mean that any instruments or tools used to collect data do so in consistent, reproducible ways.
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Confirmation Biases01:31

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The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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A confidence interval is a better estimate of the population than a point estimate, as it uses a range of values from a sample instead of a single value.
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An unbiased point estimate is often insufficient to predict a population estimate, such as population mean or population proportion. In this scenario, a confidence interval is used. A confidence interval is an estimate similar to a  sample proportion. However, unlike the point estimate which is a single value, the confidence interval  contains a range of values. These values have lower and upper limits, known as confidence limits, and can be designated as L1 and L2, respectively.
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对数学的信心被反向编码项目的反应所混.

Faye Antoniou1, Mohammed H Alghamdi2

  • 1Department of Educational Studies, National and Kapodistrian University of Athens, Athens, Greece.

Frontiers in psychology
|November 8, 2024
PubMed
概括

调查中的反向编码项目引入了测量错误,影响了可靠性和有效性,特别是对年轻的学生来说. 重新考虑它们的使用对于教育研究中准确的数据收集至关重要.

科学领域:

  • 教育测量教育的测量
  • 心理测量 心理测量 心理测量
  • 调查方法 调查方法

背景情况:

  • 对数学的信心是学生成绩的一个关键因素.
  • 反向编码项目经常用于调查,以提高测量质量.
  • 反向编码项目的潜在混影响需要进行调查.

研究的目的:

  • 调查反向编码项对测量数学信心的影响.
  • 确定受反代码项影响的学生子组.
  • 评估对心理测量属性的影响,如可靠性和有效性.

主要方法:

  • 利用了来自2019年国际数学与科学研究 (TIMSS) 的趋势数据.
  • 应用混合模型来识别沙特阿拉伯队列中反向编码项目的响应模式 (n=4,515).
  • 雇员适合指标 (Lz*,U3,Guttman错误) 进行验证.

主要成果:

  • 确定了两个子组 (大约. 9%的样本) 对反向编码项目的反应不一致.
  • 心理测量分析显示,在删除异常响应者后,内部一致性可靠性和因数有效性得到改善.
  • 反向编码的项目与扭曲的项目参数和测量错误有关.
关键词:
这是Guttman错误.U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3 U3异常响应 异常响应这是不小心的不小心.lz* 这是一个很好的例子.人体适应性指数指数随机响应的随机响应者反向编码的项目反向编码的项目.

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结论:

  • 反向编码的项目可以引入系统的测量错误,损害尺度的可靠性和有效性.
  • 调查结果强调需要重新考虑在调查中使用反向编码项目的必要性.
  • 建议对年轻人群和学业成绩较低的学生特别谨慎.