The Nonlinear Relationship Between Education and Mortality: An Examination of Cohort, Race/Ethnic, and Gender Differences

Population Research and Policy Review

Volumn 32, Issue 6, 2013, Pages 893-917

  Everett, Bethany G ^a   Rehkopf, David H ^b   Rogers, Richard G ^c  

^a UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

^b STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c UNIVERSITY OF COLORADO   (United States)

Author keywords

Education; Gender; Mortality; NHIS; Race ethnicity; Semiparametric modeling

Indexed keywords

COHORT ANALYSIS; DEMOGRAPHY; EDUCATION; ETHNICITY; GENDER; MORTALITY; RACE;

EID: 84888045483     PISSN: 01675923     EISSN: 15737829     Source Type: Journal    
DOI: 10.1007/s11113-013-9299-0     Document Type: Article

References (72)

1. Adler, N. E., & Rehkopf, D. H. (2008). U. S. disparities in health: Descriptions, causes, and mechanisms. Annual Review of Public Health, 29, 235-252.
2. Altonji, J. G., & Blank, R. M. (1999). Race and gender in the labor market. Handbook of Labor Economics, 3, 3143-3259.
3. Antonovsky, A. (1967). Social class, life expectancy and overall mortality. Milbank Memorial Fund Quarterly, 45, 31-73.
4. Arrow, K. (1973). The theory of discrimination. In O. Ashenfelter & A. Rees (Eds.), Discrimination in labor markets (pp. 3-33). Princeton, NJ: Princeton University Press.
5. Backlund, E., Sorlie, P. D., & Johnson, N. J. (1999). A comparison of the relationships of education and income with mortality: The national longitudinal mortality study. Social Science & Medicine, 49, 1373-1384.
6. Bertrand, M., & Mullainathan, S. (2004). Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination. American Economic Review, 94, 991-1013.
7. Bonacich, E. (1976). Advanced capitalism and black/white race relations in the United States: A split labor market interpretation. American Sociological Review, 41, 34-51.
8. Brunner, E. (1997). Socioeconomic determinants of health: Stress and the biology of inequality. British Medical Journal, 314, 1472.
9. Buchmann, C., DiPrete, T. A., & McDaniel, A. (2008). Gender inequalities in education. Annual Review of Sociology, 34, 319-337.
10. Burnham, K. P., & Anderson, D. R. (2004). Multimodel inference. Sociological Methods and Research, 33, 261-304.
11. Cancian, F. M., & Gordon, S. L. (1988). Changing emotion norms in marriage: Love and anger in US women's magazines since 1900. Gender and Society, 2, 308-342.
12. Card, D., & Lemieux, T. (2011). Can falling supply explain the rising return to college for younger men? A cohort-based analysis. Quarterly Journal of Economics, 116, 705-746.
13. Donohue, J. J., I. I. I., & Heckman, J. (1991). Continuous versus episodic change: The impact of civil rights policy on the economic status of blacks. Journal of Economic Literature, 29, 1603-1643.
14. Eilers, P. H. C., & Marx, B. D. (1996). Flexible smoothing with B-splines and penalties. Statistical Science, 11, 89-102.
15. Elo, I. T., Martikainen, P., & Smith, K. P. (2006). Socioeconomic differentials in mortality in Finland and the United States: The role of education and income. European Journal of Population, 22, 179-203.
16. Everett, B. G., Rogers, R. G., Hummer, R. A., & Krueger, P. M. (2011). Trends in educational attainment by race/ethnicity, nativity, and sex in the United States, 1989-2005. Ethnic and Racial Studies, 34(9), 1543-1566.
17. Fryer, R. G. Jr., Heaton, P. S., Levitt, S. D., & Murphy, K. M. (2005). Measuring the impact of crack cocaine. NBER Working Paper, No. 11318.
18. Fuchs, V. R. (1968). The service economy. New York: National Bureau of Economic Research.
19. Goldin, C. (1977). Female labor force participation: The origin of black and white differences, 1870 and 1880. Journal of Economic History, 37, 87-108.
20. Goldin, C., & Katz, L. F. (1999). The returns to skill in the United States across the twentieth century. National Bureau of Economic Research Working Paper Series, No. 7126. Retrieved March 11, 2011 from http://www. nber. org/papers/w7126.
21. Goldin, C., & Katz, L. F. (2011). The origins of technology-skill complementarity. Quarterly Journal of Economics, 113, 693-732.
22. Hanushek, E. A., & Rivkin, S. G. (2006). School quality and the black-white achievement gap. NBER Working Paper, No. 12651.
23. Holzer, H. J. (2009). The labor market and young black men: Updating Moynihan's perspective. Annals of the American Academy of Political and Social Science, 621, 47-69.
24. Holzer, H. J., Raphael, S., & Stoll, M. A. (2004). Will employers hire former offenders? Employer preferences, background checks, and their determinants. In M. Pattillo, D. Wieman, & B. Wester (Eds.), Imprisoning America: The social effects of mass incarceration (pp. 205-243). New York: Russell Sage Foundation.
25. Howell, D. R., & Wolff, E. N. (1991). Trends in the growth and distribution of skills in the U. S. workplace, 1960-1985. Industrial & Labor Relations Review, 44, 486-502.
26. Hummer, R. A., & Lariscy, J. T. (2011). Educational attainment and adult mortality. In R. G. Rogers & E. M. Crimmins (Eds.), International handbook of adult mortality (pp. 241-261). New York: Springer.
27. Hurvich, C. M., Simonoff, J. S., & Tsai, C.-L. (1998). Smoothing parameter selection in nonparametric regression using an improved Akaike Information Criterion. Journal of the Royal Statistical Society: Series B, 60, 271-293.
28. Jacobs, J. A. (1996). Gender inequality and higher education. Annual Review of Sociology, 22, 153-185.
29. Jemal, A., Ward, E., Hao, Y., & Thun, M. (2008). Mortality from leading causes by education and race in the United States, 2001. American Journal of Preventive Medicine, 34, 1-8.
30. Kitagawa, E. M., & Hauser, P. M. (1973). Differential mortality in the United States: A study in socioeconomic epidemiology. Cambridge, MA: Harvard University Press.
31. Kom, E. L., Graubard, B. I., & Midthune, D. (1997). Time-to-event analysis of longitudinal follow-up of a survey: Choice of the time-scale. American Journal of Epidemiology, 145, 72-80.
32. Krieger, N., Rowley, D. L., Herman, A. A., Avery, B., & Phillips, M. T. (1993). Racism, genderism, and social class: Implications for studies of health, disease, and well-being. American Journal of Preventive Medicine, 9(6), 312-323.
33. Kunitz, S. J. (2007). Sex, race and social role: History and the social determinants of health. International Journal of Epidemiology, 36, 3-10.
34. Levy, F., & Murnane, R. J. (1992). U. S. earnings levels and earnings inequality: A review of recent trends and proposed explanations. Journal of Economic Literature, 30, 1333-1381.
35. Lewis, T. T., Aiello, A. E., Leurgans, S., Kelly, J., & Barnes, L. (2010). Self-reported experiences of everyday discrimination are associated with elevated C-reactive protein levels in older African-American adults. Brain Behavior and Immunity, 24(3), 483-443.
36. Link, B. G., & Phelan, J. (1995). Social conditions as fundamental causes of disease. Journal of Health and Social Behavior, 35, 80-94.
37. Lochner, K., Hummer, R., Bartee, S., Wheatcroft, G., & Cox, C. (2008). The public-use National Health Interview Survey Linked Mortality Files: Methods of re-identification risk avoidance and comparative analysis. American Journal of Epidemiology, 168, 336-344.
38. Lynch, S. M. (2003). Cohort and life-course patterns in the relationship between education and health: A hierarchical approach. Demography, 40, 309-331.
39. Lynch, S. M. (2006). Explaining life course and cohort variation in the relationship between education and health: The role of income. Journal of Health and Social Behavior, 47, 324-338.
40. Masters, R. K., Hummer, R. A., & Powers, D. A. (2012). Educational differences in U. S. adult mortality: A cohort perspective. American Sociological Review, 77, 548-572.
41. Meara, E. R., Richards, S., & Cutler, D. M. (2008). The gap gets bigger: Changes in mortality and life expectancy, by education, 1981-2000. Health Affairs, 27, 350-360.
42. Miech, R., Pampel, F., Kim, J., & Rogers, R. G. (2011). The enduring association between education and mortality: The role of widening and narrowing disparities. American Sociological Review, 76, 913-934.
43. Mirowsky, J., & Ross, C. E. (1998). Education, personal control, lifestyle and health: A human capital hypothesis. Research on Aging, 20(4), 415-449.
44. Mirowsky, J., & Ross, C. E. (2003). Education, social status, and health. New York: Aldine de Gruyter.
45. Molla, M. T., Madans, J. H., & Wagener, D. K. (2004). Differentials in adult mortality and activity limitation by years of education in the United States at the end of the 1990s. Population and Development Review, 30, 625-646.
46. Montez, J. K., Hayward, M. D., Brown, D. C., & Hummer, R. A. (2009). Why is the educational gradient of mortality steeper for men? Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 64B, 625-634.
47. Montez, J. K., Hummer, R. A., & Hayward, M. (2012). Educational attainment and adult mortality in the United States: A systematic analysis of functional form. Demography, 49(1), 315-336.
48. National Center for Atmospheric Research (NCAR). (2012). Verification: Forecast verification utilities. R package version 1. 34. Retrieved January 2013 from http://CRAN. R-project. org/package=verification.
49. National Center for Health Statistics. (2005). The 1986-2000 National Health Interview Survey Linked Mortality Files: Matching Methodology. Hyattsville, MD. Retrieved January 2010 from http://www. cdc. gov/nchs/data/datalinkage/matching_methodology_nhis_final. pdf.
50. National Center for Health Statistics. (2010). National Health Interview Survey, Linked Mortality Public-Use Data File: 1986-2006 Survey Years. Hyattsville, MD: U. S. Department of Health and Human Services.
51. Neal, D. (2006). Why has black-white skill convergence stopped? Handbook of the Economics of Education, 1, 511-576.
52. OECD. (2000). Employment outlook. Paris: OECD.
53. Olshansky, S. J., Antonucci, T., Berkman, L., Binstock, R. H., Boersch-Supan, A., Cacioppo, J. T., et al. (2012). Differences in life expectancy due to race and educational differences are widening, and many may not catch up. Health Affairs, 31, 1803-1813.
54. Pappas, G., Queen, S., Hadden, W., & Fisher, G. (1993). The increasing disparity in mortality between socioeconomic groups in the United States, 1960 and 1986. New England Journal of Medicine, 329, 103-109.
55. Phelan, J. C., Link, B. G., Diez-Roux, A., Kawachi, I., & Levin, B. (2004). Fundamental causes of social inequalities in mortality: A test of the theory. Journal of Health and Social Behavior, 45, 265-285.
56. Phelps, E. S. (1972). The statistical theory of racism and sexism. American Economic Review, 62, 659-661.
57. Preston, S. H., & Elo, I. T. (1995). Are educational differentials in adult mortality increasing in the United States? Journal of Aging and Health, 7, 476-496.
58. Ramsey, J., & Ripley, B. (2007). Pspline: Penalized smoothing splines. R package version 1-0.
59. Rehkopf, D., Berkman, L. F., Coull, B., & Krieger, N. (2008). The non-linear risk of mortality by income level in a healthy population: US National Health and Nutrition Examination Survey mortality follow-up cohort, 1988-2001. BMC Public Health, 8, 383.
60. Rehkopf, D. H., Krieger, N. H., Coull, B., & Berkman, L. F. (2010). Biologic risk markers for coronary heart disease: Nonlinear associations with income. Epidemiology, 21, 38-46.
61. Rogers, R. G., Everett, B. G., Zajacova, A., & Hummer, R. A. (2010). Educational degrees and adult mortality risk in the United States. Biodemography and Social Biology, 56, 80-99.
62. Rogers, R. G., Hummer, R. A., & Everett, B. G. (2012). Educational differentials in US adult mortality: An examination of mediating factors. Social Science Research. doi: 10. 1016/j. ssresearch. 2012. 09. 003.
63. Rogers, R. G., Hummer, R. A., & Nam, C. B. (2000). Living and dying in the USA: Behavioral, health, and social differences in adult mortality. San Diego, CA: Academic Press.
64. Ross, C. E., Masters, R. K., & Hummer, R. A. (2012). Education and the gender gaps in health and mortality. Demography, 49, 1157-1183.
65. Ross, C. E., & Wu, C.-L. (1995). The links between education and health. American Sociological Review, 60(5), 719-745.
66. Ruppert, D., Wand, M. P., & Carroll, R. J. (2003). Semiparametric regression. Boston, MA: Cambridge University Press.
67. Ryan, A. M., Gee, G. C., & Laflamme, D. F. (2006). The association between self-reported discrimination, physical health, and blood pressure: Findings from African Americans, black immigrants, and Latino immigrants in New Hampshire. Journal of Health Care for the Poor and Underserved, 17, 116-132.
68. Steenland, K., Henley, J., & Thun, M. (2002). All-cause and cause-specific death rates by educational status for two million people in two American Cancer Society cohorts, 1959-1996. American Journal of Epidemiology, 156, 11-21.
69. Williams, D. R., Neighbors, H. W., & Jackson, J. S. (2008). Racial/ethnic discrimination and health: Findings from community studies. American Journal of Public Health, 98, S29-S37.
70. Wood, S. N. (2006). Generalized additive models: An introduction with R. Boca Raton, FL: CRC Press.
71. Zajacova, A. (2006). Education, gender, and mortality: Does schooling have the same effect on mortality for men and women in the US? Social Science & Medicine, 63, 2176-2190.
72. Zajacova, A., & Hummer, R. A. (2009). Gender differences in education effects on all-cause mortality for white and black adults in the United States. Social Science & Medicine, 69, 529-537.