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Table 4 Comparison of effects between persistent tuition fee treatment after charging tuitions once on the log of public institution enrollments (fixed effects) and temporary tuition fee treatment on the log of the first-differences of institutional enrollments

From: How tuition fees affected student enrollment at higher education institutions: the aftermath of a German quasi-experiment

 

(1)

(2)

Fixed effects

First-differences

Persistent/Temporary treatment

− 0.0814***

− 0.0778***

(− 4.27)

(− 6.80)

One year lead in treatment

− 0.0285**

− 0.0059

(− 2.25)

(− 0.46)

Two year lead in treatment

− 0.0193

− 0.0267*

(− 0.96)

(− 1.66)

Upper secondary school graduates [in thousands]

0.0035***

0.0022***

(8.31)

(5.76)

One year lag of graduates [in thousands]

0.0008***

0.0009**

(2.65)

(2.40)

Two year lag of graduates [in thousands]

0.0003

− 0.0000

(0.96)

(− 0.01)

Unemployment rate [percentage]

− 0.0249***

0.0343***

(− 2.97)

(3.26)

Vocational training contracts acquired

− 0.0000

− 0.0000

(− 0.49)

(− 0.61)

Gross domestic product [per capita]

− 0.0000

0.0000

(− 0.17)

(0.92)

Proportion of bachelor-degrees and master-degrees

0.0083***

0.0080***

(7.01)

(2.90)

Year Dummies

 

✓

Federal state specific year trend

✓

 

Observations

2,472

2,266

R2 (within)

0.4435

0.1605

  1. Coefficients of Fixed effects regression (1) and First-differences specification (2), both with logarithmized count of students as dependent variable, both using cluster robust standard errors (institutional level);
  2. t statistics in parentheses; *p < 0.1, **p < 0.05, ***p < 0.01