Regression Discontinuity Designs

被引:0
|
作者
Perraillon, Marcelo Coca [1 ]
Hamer, Mika K. [1 ]
Welton, John M. [2 ]
Myerson, Rebecca M. [3 ]
机构
[1] Univ Colorado, Sch Publ Hlth, Dept Hlth Syst Management & Policy, Aurora, CO 80045 USA
[2] Univ Colorado, Coll Nursing, Aurora, CO USA
[3] Univ Wisconsin, Dept Populat Sci, Madison, WI USA
来源
NURSING ECONOMICS | 2020年 / 38卷 / 02期
基金
美国医疗保健研究与质量局;
关键词
IDENTIFICATION; EPIDEMIOLOGY; INFERENCE; HEALTH;
D O I
暂无
中图分类号
R47 [护理学];
学科分类号
1011 ;
摘要
Regression discontinuity design is a statistical method used to estimate causal effects in observational studies. The method requires observing a variable and a cutoff point that either ultimately determines treatment assignment or is a strong predictor of treatment. Regression discontinuity requires large datasets since, often, not all observations are used in the analysis. Despite its strong internal validity, regression discontinuity remains underutilized in clinical research.
引用
收藏
页码:98 / 102
页数:5
相关论文
共 50 条
  • [1] Regression Discontinuity Designs
    Cattaneo, Matias D.
    Titiunik, Rocio
    [J]. ANNUAL REVIEW OF ECONOMICS, 2022, 14 : 821 - 851
  • [2] Regression Discontinuity Designs: An Introduction
    Stevens, Katrien
    [J]. AUSTRALIAN ECONOMIC REVIEW, 2016, 49 (02) : 224 - 233
  • [3] Isotonic regression discontinuity designs
    Babii, Andrii
    Kumar, Rohit
    [J]. JOURNAL OF ECONOMETRICS, 2023, 234 (02) : 371 - 393
  • [4] Optimized Regression Discontinuity Designs
    Imbens, Guido
    Wager, Stefan
    [J]. REVIEW OF ECONOMICS AND STATISTICS, 2019, 101 (02) : 264 - 278
  • [5] Regression Discontinuity Designs in Economics
    Lee, David S.
    Lemieux, Thomas
    [J]. JOURNAL OF ECONOMIC LITERATURE, 2010, 48 (02) : 281 - 355
  • [6] Regression Discontinuity Designs With Sample Selection
    Dong, Yingying
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019, 37 (01) : 171 - 186
  • [7] Regression discontinuity designs in healthcare research
    Venkataramani, Atheendar S.
    Bor, Jacob
    Jena, Anupam B.
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2016, 352
  • [8] Regression Discontinuity Designs With a Continuous Treatment
    Dong, Yingying
    Lee, Ying-Ying
    Gou, Michael
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2023, 118 (541) : 208 - 221
  • [9] Equivalence Testing for Regression Discontinuity Designs
    Hartman, Erin
    [J]. POLITICAL ANALYSIS, 2021, 29 (04): : 505 - 521
  • [10] Regression Discontinuity Designs Using Covariates
    Calonico, Sebastian
    Cattaneo, Matias D.
    Farrell, Max H.
    Titiunik, Rocio
    [J]. REVIEW OF ECONOMICS AND STATISTICS, 2019, 101 (03) : 442 - 451