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. 2022 Sep 30;10:955257. doi: 10.3389/fpubh.2022.955257

Table 6.

Changes in in-migration and out-migration rates: Alternative ways of handing the sample.

In-migration Out-migration In-migration Out-migration In-migration Out-migration
A: Alternative identification strategies
Drop early expandersa Include all statesb Allow variation in treatment timingc
Expand × post2014 −0.0004 −0.0002 −0.0002 −0.0002 −0.0015 −0.0006
(0.0011) (0.0009) (0.0012) (0.0009) (0.0016) (0.0021)
Obs. 179,009 179,009 313,830 313,830 313,830 313,830
B: Alternative sample selections
Income ≤ 138%FPL Edu < HS and Income ≤ 138% FPL Income ≤ 100% FPL
Expand × post2014 −0.0021 0.0017* −0.0012 0.0009 −0.0013 0.0006
(0.0016) (0.0008) (0.0016) (0.0010) (0.0019) (0.0011)
Obs. 289,658 289,658 147,278 147,278 193,871 193,871
C: Restricted samples
Exclude ages 18–25 Exclude year 2013 Exclude undocumented immigrants
Expand × post 2014 −0.0003 0.0001 −0.0005 0.0003 0.0009 −0.0010
(0.0009) (0.0008) (0.0010) (0.0009) (0.0011) (0.0013)
Obs. 286,002 286,002 266,353 266,353 116,863 116,863

Source: American Community Survey (2010–2017).

Estimates report coefficients of the interaction term of equations (2) and (3) by using model 2. Regressions are adjusted using indictors for state, year, age, age squared, gender, marital status and two state-level variables. Regressions are weighted by the ACS sample weights. All standard errors (parentheses) are clustered on current-state level for in-migration equations and origin-state level for out-migration equations.

aEarly expanders include: CA, CT, MN, NJ, WA, and DC.

bLate expanders include: MI, NH, PA, IN, AK, LA, and MT.

cWe use cross-state in-migration and out-migration as our outcome variables under this specification. We cannot use cross expansion/non-expansion state migration because the set of expansion states gets larger and the set of non-expansion states gets smaller along with more states counted as expansion states. Mechanically, this decreases in-migration rate in the set of expansion states and increases in-migration rate in the set of non-expansion states.

* p < 0.1;

** p < 0.05;

*** p < 0.01.