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. Author manuscript; available in PMC: 2016 Dec 1.
Published in final edited form as: J Econ Ageing. 2015 Dec 1;6:133–148. doi: 10.1016/j.jeoa.2015.08.001

Table 17.

a. Estimate of the effect of education on the probability of early receipt of SS benefits through each pathway, by model specification and gender.
Pathway and education effects Model without
education
dummies
(specification 2)
Mode with
education
dummies
(specification 3)
Men Women Men Women
Pathways:
  Health −0.0068 −0.0315 −0.0012 −0.0267
  Not Employed −0.0083 −0.0177 −0.0085 −0.0137
  Years since Last Job −0.0262 −0.0011 −0.0255 −0.0011
  Weekly Earnings −0.0305 −0.0514 −0.0261 −0.0439
  Assets −0.0216 −0 0140 −0.0088 −0.0012
Sum of pathway effects −0.0933 −0.1158 −0.0702 −0.0867
Total effect of education from model
with educ dummies only
−0.2536 −0.2653 −0.2536 −0.2653
b. Percent of the total education effect on probability of early receipt of SS benefits accounted for by each pathway, by model specification and gender
Pathway and non-pathway Model without
education
dummies
(specification 2)
Mode with
education
dummies
(specification 3)
Men Women Men Women
Pathways:
  Health 2.7% 11.9% 0.5% 10.1%
  Not Employed 3.3% 6.7% 3.3% 5.1%
  Years since Last Job 10.3% 0.4% 10.1% 0.4%
  Weekly Earnings 12.0% 19.4% 10.3% 16.6%
  Assets 8.5% 5.3% 3.5% 0.5%
Sum of pathway effects 36.8% 43.6% 27.7% 32.7%
Non-pathway direct education effect 63.2% 56.4% 72.3% 67.3%
Total effect of education 100.0% 100.0% 100.0% 100.0%

Note: Bold indicates significant at 10% level or better (for included pathway effects).