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. Author manuscript; available in PMC: 2019 Jan 1.
Published in final edited form as: Biodemography Soc Biol. 2018 Jan-Mar;64(1):63–81. doi: 10.1080/19485565.2018.1468239

Table 3.

Ranking of the Functional Forms of the Association between Educational Attainment and U.S. Adult Mortality, Non-Hispanic Whites ages 45–84, Including Controls for Income and Employment Status.

2000–2011 NHIS. NH White Americans 45–84.

National Midwest Northeast South West





Men Women Men Women Men Women Men Women Men Women
1. Semi-Parametric 13 13 13 13 13 13 13 13 13 13
2. Continuous (ed) 9 9 2 2 2 1 2 2 2 1
Step changes with zero slopes
3. lths +hs, sc +co 12 12 7 7 3 3 12 7 6 2
4. lths, hs, sc +co 11 5 10 6 6 4 11 1 10 4
5. lths, hs + sc, co 1 1 1 1 1 2 1 3 1 3
6. lths, hs, sc, co 2 3 3 5 5 6 5 5 4 6
Step changes with constant, nonzero slopes
7. ed, lths +hs, sc +co 5 6 8 8 9 10 7 9 8 10
8. ed, lths, hs, sc +co 10 10 11 10 11 9 9 6 11 9
9. ed, lths, hs + sc, co 3 4 4 4 7 5 4 8 3 7
10. ed, lths, hs, sc, co 6 7 9 9 10 11 8 10 9 11
Step changes with varying slopes
11. ed, lths +hs, sc +co, ed x (lths +hs), ed x (sc +co) 8 11 6 11 8 8 6 11 5 8
12. ed, lths, hs +co, ed x lths, ed x (hs +sc), ed x co 7 8 12 12 12 12 10 12 12 12
13. ed, lths, ed x lths 4 2 5 3 4 7 3 4 7 5

Source: National Health Interview Survey, 2000–2009. Linked Mortality File through end of 2011.

Notes: Data are not weighted. All models account for age, employment status, and income. Top Three Specifications are highlighted.

Notes: ed = continuous educational attainment. lths = less than high school. hs = high school. sc = some college. co = college. X denotes an interaction.