Table 2 Empirical model (Eq. (9)) results showing the positive and statistically significant effect of parental family availability on changes in the net influx into a city after the COVID-19 shock relative to before.

From: Non-coresident family as a driver of migration change in a crisis: the case of the COVID-19 pandemic

 

(1)

(2)

(3)

(4)

β

v (parental family availability)

0.783***

0.666***

0.681***

0.631***

 

(0.066)

(0.068)

(0.067)

(0.066)

ρa

    

Population

 

−0.018***

−0.010*

−0.008

  

(0.004)

(0.005)

(0.005)

Population density

 

−0.004

−0.007

−0.007

  

(0.006)

(0.006)

(0.006)

Median home value

  

−0.026*

−0.014

   

(0.014)

(0.015)

Median income

  

−0.096***

−0.118***

   

(0.036)

(0.037)

Employment (jobs per person)

  

0.003

0.003

   

(0.003)

(0.003)

Share of single-family homes

   

0.139**

    

(0.062)

Observations

1852

1852

1846

1846

R2 Within

0.138

0.183

0.216

0.221

Adj. R2 Within

0.137

0.180

0.210

0.215

  1. *p < 0.1, **p < 0.05, ***p < 0.01. Standard errors in parentheses.
  2. Model (4), which includes all of the control variables, estimates that a city that is 10 percentage points larger in v than another city would see a 6.5% larger (positive) change in inflow per outflow after the pandemic started. All models include city and time (before and after COVID-19 shock) fixed effects. All control variables except the share of SFH are in natural log scale.