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. 2022 Sep 1;47(3):563–593. doi: 10.1177/0193841X221116721

Table 6.

Meta-Regression of Standardized Absolute Bias.

Coefficient 95%CI
Constant 0.13 −0.07 0.32
Regression estimation*
Regression discontinuity design −0.12 −0.31 0.07
Matching −0.16 −0.36 0.04
No baseline measure*
Baseline measure −0.01 −0.06 0.03
Non-local comparison*
Local comparisons −0.01 −0.06 0.03
Parsimonious controls*
Rich control variables −0.05 −0.09 −0.01
Nearest-neighbor matching −0.02 −0.10 0.06
Kernel matching 0.12 −0.06 0.30
Other matching algorithm*
Education outcome*
Health outcome 0.08 −0.03 0.18
Income outcome 0.14 0.02 0.27
Some concerns about bias*
High risk of bias 0.07 0.01 0.13
Number of obs 586
Tau-squared 0.00
I-squared 0.0%
F 2.48
Prob > F 0.01

Notes: * base category. Standard errors use cluster adjustment (equation (5)).