假定合法移民身份的有效性测试
Marcelo Castillo1, Alexandra Hill2, Thomas Hertz3
1Economic Research Service, U.S. Department of Agriculture, Washington, DC, USA.
Demography
|February 22, 2024
概括
在调查中,合法移民身份的逻辑归算方法正确识别了78%的农场工人. 医疗补助参与显著影响准确性,影响移民法律地位的研究结果.
科学领域:
- 社会学 社会学 社会学
- 公共卫生 公共卫生
- 人口统计学 人口统计学
背景情况:
- 准确的合法移民身份归因对于美国移民研究至关重要.
- 逻辑归算方法被广泛使用,但需要验证.
- 调查数据往往缺乏直接的法律地位指标.
研究的目的:
- 评估合法的移民身份逻辑归算方法的性能.
- 通过对美国农业工人的全国代表性调查来验证归算技术.
- 评估医疗补助参与对归算准确性的影响.
主要方法:
- 在对美国农业工人的调查中实施了逻辑归算方法,具有验证的法律地位措施.
- 利用美国社区调查分析了法定地位在时间和空间上的变化.
- 研究了"负担得起的医疗保健法案"后的医疗补助入学变化的影响.
主要成果:
- 归算算法在与公认的法律地位衡量标准对比时,达到78%的准确性.
- 医疗补助参与成为对归算准确性最具挑战性的变量.
- 2014年之后,医疗补助计划的入学人数增加与法律地位的重大转变有关.
结论:
- 逻辑归算方法显示中度准确性,但对特定变量 (如医疗补助参与) 敏感.
- 卫生政策的变化,如"负担得起的医疗保健法案",可以改变归咎于法律地位的分配.
- 研究人员必须考虑医疗补助标准对归算结果的影响,并使用灵敏度分析工具.
更多相关视频
09:09Generating a Reproducible Model of Mid-Gestational Maternal Immune Activation using PolyI:C to Study Susceptibility and Resilience in Offspring
Published on: August 17, 2022
1.6K
08:02Determination of Immune Cell Identity and Purity Using Epigenetic-Based Quantitative PCR
Published on: February 19, 2020
7.2K
相关概念视频
Reliability and Validity
12.7K
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.
12.7K
The Representativeness Heuristic
15.8K
The representative heuristic describes a biased way of thinking, in which you unintentionally stereotype someone or something. For example, you may assume that your professors spend their free time reading books and engaging in intellectual conversation, because the idea of them spending their time playing volleyball or visiting an amusement park does not fit in with your stereotypes of professors.
15.8K
Genomic Imprinting and Inheritance
34.4K
Diploid organisms inherit genetic material through chromosomes from both parents. Copies of the same gene are known as alleles. In most cases, both alleles are simultaneously expressed and allow various cellular processes to function optimally. If one of the alleles is missing or mutated, the expression of the other allele can compensate; however, this is not true for all genes.
The expression of some genes depends on which parent passed the gene to the offspring, through a phenomenon known as...
The expression of some genes depends on which parent passed the gene to the offspring, through a phenomenon known as...
34.4K
Testing a Claim about Population Proportion
3.3K
A complete procedure for testing a claim about a population proportion is provided here.
There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data.
The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...
There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data.
The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...
3.3K
Statistical Significance
20.1K
Once data is collected from both the experimental and the control groups, a statistical analysis is conducted to find out if there are meaningful differences between the two groups. A statistical analysis determines how likely any difference found is due to chance (and thus not meaningful). In psychology, group differences are considered meaningful, or significant, if the odds that these differences occurred by chance alone are 5 percent or less. Stated another way, if we repeated this...
20.1K
Stereotypes, Prejudice, and Discrimination
90.2K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
90.2K
