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. 2013 Aug 13;10(8):3596–3618. doi: 10.3390/ijerph10083596

Table 1.

Literature overview: causal effects of compulsory schooling on mortality.

Authors Country/Data Source Year/Content of the Reform Identification Strategy Main Results
Albouy and Lequien [18] France/
Longitudinal data: Echantillon Demographique Permanent
Census data (1968, 1975, 1982, 1990, 1999)
Register Data of Deaths from 1968–2005
1936 (Zay Reform)/6→7
1967 (Berthoin Reform)/7→9
Regression Discontinuity Design
on birth cohorts
Zay Reform: survival till 82 for those
surviving until 1968 increased by 6% (Wald-estimate).
Berthoin Reform: survival until 52 for those
surviving until 1968 increased by 1% (Wald-estimate)
Effects statistically insignificant
Gathmann et al. [17] Various European Countries/
Human Mortality Database
European Social Service
International Social Survey Programme
Survey of Health Ageing and Retirement
19 different Reforms Regression Discontinuity Design
on birth cohorts
Meta analysis (for pooled estimate
over the 19 reforms)
Substantial heterogeneity in time and space:
Effects probably larger for reforms
implemented earlier in the 20th century.
Gender differences: no effects for women;
reduction of 2.8% in 20-year male mortality
from age 18 (reduced form)
Van Kippersluis et al. [19] Netherlands/
Dutch Cross-sectional General Household Survey (1997–2005)
Tax Records (1998)
Cause-of-Death register (1998–2005)
Dutch Municipality Register
1928/6→7 Regression Discontinuity Design
on date of birth (individual data)
2%–3% decrease in mortality until the age of 89
for those surviving until the age of 81 (reduced form).
Reduced form similar to two-stage least squares
estimates as a rise in education between 0.6–1,
depending on specification
Clark and Royer [10] England and Wales/
Mortality Data from the Office for National Statistics:
All deaths for the years 1970 to 2007
1947/8→9
1972/9→10
Regression Discontinuity Design Hardly any evidence for a reduction of
mortality; some estimates even with a positive sign
Meghir et al. [14] Sweden
Swedish population censuses;
all individuals born in Sweden between 1946 and 1957
Implemented by municipalities
between 1949 and 1962.
From 1962 nationwide/
(7 or 8)→9
Reduced Form
Difference in Difference/IV
Short-lived gain in expected male years of life from
a shift in mortality from ages 45–50 to ages 50–55.
Overall life expectancy not significantly affected
Heterogeneity with respect to social background
Lleras-Muney [13] U.S./
Census (1960, 1970, 1980)
National Health and Nutrition Examination Survey
1915–1939
Various U.S. states with
different extensions
Difference in Difference/IV
Regression Discontinuity Design
Extension of one year of education decreases
10 year mortality for those surviving until 1960
by 3.6% (instrumental variable (IV)) relative to a baseline mortality of 10%.
Estimates challenged by Mazumder [16]:
Sensitive to state-specific time trends;
effects mainly due to earliest cohorts
Lager and Torssander [15] Sweden/
Swedish population censuses
All individuals born in Sweden between 1943 and 1955
Implemented by municipalities
between 1949 and 1962
From 1962, nationwide/
(7 or 8)→9
Reduced Form
Difference in Difference/IV
Overall, all-cause mortality not significantly affected
Lower mortality from causes related to education
(e.g., cancer and accidents). Socioeconomic
heterogeneity with lower mortality among the least educated