人口层面的行政数据:促进心理学科学发展的资源
Leah S Richmond-Rakerd1, Kallisse R Dent1, Signe Hald Andersen2
1Department of Psychology, University of Michigan, Ann Arbor, MI, USA.
Current directions in psychological science
|January 27, 2025
概括
人口级别的行政数据为心理学研究提供了宝贵的见解,尽管这些数据未得到充分利用. 本综述强调了其在数据收集,规模和联系方面的优势,以及伦理和方法方面的考虑.
科学领域:
- 心理学科学 心理学科学
- 数据科学数据科学数据科学
- 社会学 社会学 社会学
背景情况:
- 人口层面的行政数据,包括与医疗保健,社会福利,刑事司法和教育系统的互动,是一个丰富但未被充分利用的资源.
- 从历史上看,心理学科学对这些数据集在行为,发展和幸福感方面的研究中未充分利用.
研究的目的:
- 审查人口层面的行政数据对心理学研究的优势.
- 提供由行政数据研究推动的心理学理论进步的例子.
- 概述伦理问题,方法考虑,以及在心理学中利用行政数据的未来方向.
主要方法:
- 文献综述,重点关注人口级行政数据的独特特征.
- 对利用行政数据推进心理学理论的现有研究进行分析.
- 讨论实用方面,包括数据收集,规模和数据链接能力.
主要成果:
- 人口级别的行政数据由于其收集方法,大规模和独特的数据链接可能性而具有显著的优势.
- 使用行政数据的研究导致了心理学理论的新见解和进步.
- 伦理考虑和方法限制是行政数据研究中的关键因素.
结论:
- 心理学科学家可以通过更有效地利用人口层面的行政数据来获得实质性的好处.
- 解决伦理和方法方面的挑战对于最大限度地发挥这些数据集的潜力至关重要.
- 未来的研究应该专注于开发将行政数据整合到心理学研究中的最佳实践.
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