Building Capacity for Interdisciplinary Analysis of Longitudinal Data for Education Policy Research: Understanding Science and Math Teacher Labor Market Pipelines

教育政策研究纵向数据跨学科分析的能力建设：了解科学和数学教师劳动力市场渠道

• 批准号: 1945937
• 负责人: David Knight
• 金额: $ 32.1万
• 依托单位: University of Washington
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2019
• 资助国家: 美国
• 起止时间: 2019-09-01 至 2021-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1945937&HistoricalAwards=false
• 关键词: Building; Capacity; Interdisciplinary; Analysis; Longitudinal

Growth in the demand for workers with math and science skills places competing challenges for K-12 education. Schools are expected to prepare a new and more diverse group of leaders for science, technology, engineering and math (STEM) industries, yet teachers with math and science training are increasingly valuable in the private sector. Teacher shortages, primarily in the fields of math and science, often require school leaders to fill positions with under-qualified teachers. Research is limited on this problem because there is limited longitudinal data linking teachers to individual students or linking teacher labor markets to non-teacher labor markets. As a result, state and district policymakers often lack necessary evidence on how to reform teacher labor market policies in ways that both reduce regional and subject-specific shortages and improve students' access to highly-qualified educators. The University of Texas at El Paso (UTEP) will develop interdisciplinary research expertise in this area by drawing on large scale longitudinal student-level datasets. The project's overarching goals are to develop and link databases for next-generation data-intensive research in education and to build an interdisciplinary community of scholars at UTEP that will continue to analyze these datasets in future research.The research project will explore three stages of the math and science teacher pipeline: (a) entrance of teacher candidates through preparation programs or alternative certification; (b) assignment of currently employed teachers to classrooms, and their later transfers to other schools and districts; and (c) exit out of the teaching labor market and into non-teaching educational positions or private sector employment. These analyses are facilitated by data on private sector employees in Texas that can be linked to multiple longitudinal student- and teacher-level datasets covering 250,000 teachers and over five million students each year for more than a 20-year period. The research topics that form the basis of this study are: (a) teacher supply, shortages, and the teacher preparation pipeline; (b) access to effective teachers for historically underserved students; and (c) factors leading to teacher attrition. Findings from the study will be of substantial interest to policymakers as well as the academic community.

对具有数学和科学技能的工人需求的增长为K-12教育带来了竞争性挑战。预计学校将为科学、技术、工程和数学（STEM）行业培养一批新的、更多样化的领导者，但受过数学和科学培训的教师在私营部门越来越有价值。教师短缺，主要是在数学和科学领域，往往需要学校领导填补职位资格不足的教师。关于这个问题的研究是有限的，因为有有限的纵向数据将教师与个别学生或教师劳动力市场与非教师劳动力市场联系起来。因此，州和地区的政策制定者往往缺乏必要的证据来证明如何改革教师劳动力市场政策，以减少地区和特定学科的短缺，并改善学生获得高素质教育的机会。德克萨斯大学埃尔帕索分校（UTEP）将通过利用大规模纵向学生数据集来开发这一领域的跨学科研究专业知识。该项目的总体目标是为下一代教育数据密集型研究开发和连接数据库，并在UTEP建立一个跨学科的学者社区，在未来的研究中继续分析这些数据集。该研究项目将探索数学和科学教师管道的三个阶段：（a）通过准备计划或替代认证进入教师候选人;（B）将现有教师分配到教室，随后将其调到其他学校和地区;（c）退出教学劳动力市场，进入非教学教育岗位或私营部门就业。这些分析得到了德克萨斯州私营部门员工的数据的帮助，这些数据可以与多个纵向学生和教师级数据集相关联，这些数据集每年覆盖25万名教师和500多万名学生，持续时间超过20年。构成本研究基础的研究主题是：（a）教师供应、短缺和教师准备管道;（B）为历史上服务不足的学生提供有效的教师;（c）导致教师流失的因素。研究结果将对决策者和学术界产生重大影响。

项目成果

Accounting for Teacher Labor Markets and Student Segregation in Analyses of Teacher Quality Gaps

在分析教师素质差距时考虑教师劳动力市场和学生隔离

• DOI: 10.3102/0013189x20925805
• 发表时间: 2020
• 期刊: Educational Researcher
• 影响因子: 8.2
• 作者: Knight, David S.

Broadening conceptions of a “college-going culture”: The role of high school climate factors in college enrollment and persistence

拓宽“大学文化”的概念：高中氛围因素在大学入学和坚持中的作用

• DOI: 10.1177/1478210319860987
• 发表时间: 2020
• 期刊: Policy Futures in Education
• 影响因子: 1.5
• 作者: Knight, David S;Duncheon, Julia C
• 通讯作者: Duncheon, Julia C

Analyzing Small Industrial and Commercial User Demand for Electricity

小型工商业用户电力需求分析

• DOI: 10.4236/tel.[phone]
• 发表时间: 2018
• 期刊: Theoretical Economics Letters
• 作者: Allen, Keighton R.;Fullerton, Thomas M.
• 通讯作者: Fullerton, Thomas M.

Econometric Versus Neural Network Transportation Forecasts

计量经济学与神经网络交通预测

• 发表时间: 2018
• 期刊: Asian-African Journal of Economics and Econometrics
• 作者: Fullerton, Thomas M;Mukhopadhyay, Somnath;Walke, Adam G.
• 通讯作者: Walke, Adam G.

Revolving Doors: Cross-Country Comparisons of the Relationship between Math and Science Teacher Staffing and Student Achievement

旋转门：数学和科学教师配备与学生成绩之间关系的跨国比较

• DOI: 10.1080/15700763.2020.1770804
• 发表时间: 2020
• 期刊: Leadership and Policy in Schools
• 影响因子: 1.1
• 作者: Kotok, Stephen;Knight, David S.
• 通讯作者: Knight, David S.