Social Indicators Research

, Volume 101, Issue 3, pp 341–357 | Cite as

Predictors of Regional Well-Being: A County Level Analysis

Article

Abstract

The current study takes a novel approach to studying the correlates of subjective well-being. Unlike previous studies, which typically examine group-level well-being at the state or national level, we analyzed correlates of well-being at the county level within the United States. Using nationally representative data, we found that reliable variance in well-being exists across counties. Furthermore, this variance was associated with a number of objective factors, including income, population density, health and education. Continued study of these factors at the regional level may have important implications for developing community programs and public policy.

Keywords

Life satisfaction Subjective well-being Regional variability 

References

  1. Economist Intelligence Unit. (2004). The Economist Intelligence Unit’s quality-of-life index. The Economist’s The World in 2005. Google Scholar
  2. Arthaud-Day, M. L., & Near, J. P. (2005). The wealth of nations and the happiness of nations: Why “accounting” matters. Social Indicators Research, 74, 511–548.CrossRefGoogle Scholar
  3. Bennett, K. M. (2005). Psychological wellbeing in later life: The longitudinal effects of marriage, widowhood and marital status change. International Journal of Geriatric Psychiatry, 20, 280–284.CrossRefGoogle Scholar
  4. Ben-Zur, H., & Michael, K. (2009). Social comparisons and well-being following widowhood and divorce. Death Studies, 33, 220–238.CrossRefGoogle Scholar
  5. Centers for Disease Control, Prevention (CDC). (1998). State differences in reported healthy days among adults—United States, 1993–1996. MMWR Weekly, 47, 239–243.Google Scholar
  6. Centers for Disease Control and Prevention (CDC). (2008a). Behavioral Risk Factor Surveillance System Survey Data. Atlanta, Georgia: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention.Google Scholar
  7. Centers for Disease Control and Prevention (CDC). (2008b). Behavioral Risk Factor Surveillance System Survey Questionnaire. Atlanta, Georgia: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention.Google Scholar
  8. Deaton, A. (2008). Income, health and wellbeing around the world: Evidence from the Gallup World Poll. Journal of Economic Perspectives, 22, 53–72.CrossRefGoogle Scholar
  9. Diener, E., Diener, M., & Diener, C. (1995). Factors predicting the subjective well-being of nations. Journal of Personality and Social Psychology, 69, 851–864.CrossRefGoogle Scholar
  10. Diener, E., Lucas, R. E., Schimmack, U., & Helliwell, J. F. (2009). Well-being for public policy. New York: Oxford University Press.CrossRefGoogle Scholar
  11. Diener, E., & Oishi, S. (2000). Money and happiness: Income and subjective well-being across nations. In E. Diener & E. M. Suh (Eds.), Culture and subjective well-being (pp. 185–218). Boston: Massachusetts Institute of Technology.Google Scholar
  12. Diener, E., & Seligman, M. E. P. (2004). Beyond money: Toward an economy of well-being. Psychological Science in the Public Interest, 5(1), 1–31.CrossRefGoogle Scholar
  13. Diener, E., & Suh, E. (1997). Measuring quality of life: economic, social and subjective indicators. Social Indicators Research, 40, 189–216.CrossRefGoogle Scholar
  14. Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125, 276–302.CrossRefGoogle Scholar
  15. Dollinger, S. J., & Malmquist, D. (2009). Reliability and validity of single-item self-reports: With special relevance to college students’ alcohol use, religiosity, study and social life. The Journal of General Psychology, 139, 231–241.CrossRefGoogle Scholar
  16. Easterlin, R. A. (1994). Will raising the incomes of all increase the happiness of all? Journal of Economic Behavior & Organization, 27, 35–47.CrossRefGoogle Scholar
  17. Eid, M., & Larsen, R. J. (Eds.). (2008). The science of subjective well-being. New York: Guilford Press.Google Scholar
  18. Florida, R. L. (2002). The rise of the creative class: And how it’s transforming work, leisure. New York: Basic Books.Google Scholar
  19. Fox, K. R. (1999). The influence of physical activity on mental well-being. Public Health Nutrition, 2, 411–418.CrossRefGoogle Scholar
  20. Gallup-Healthways Well-Being Index (2008) Survey.Google Scholar
  21. Gove, W. R., Style, C. B., & Huges, M. (1990). The effect of marriage on well-being in adults. Journal of Family Issues, 11, 4–35.CrossRefGoogle Scholar
  22. Kahneman, D., Krueger, A. B., Schkade, D. A., Schwarz, N., & Stone, A. A. (2004). A survey method for characterizing daily life experience: The day reconstruction method. Science, 306, 1776–1780.CrossRefGoogle Scholar
  23. Kahneman, D., & Riis, J. (2005). Living and thinking about it: Two perspectives on life. In F. A. Huppert, N. Baylis, & B. Keverne (Eds.), The science of well-being (pp. 285–304). New York: Oxford University Press.Google Scholar
  24. Lucas, R. E. (2008). Personality and subjective well-being. In M. Eid & R. J. Larsen (Eds.), The science of subjective well-being (pp. 171–194). New York: Guilford Press.Google Scholar
  25. Lucas, R. E., & Clark, A. E. (2006). Do people really adapt to marriage? Journal of Happiness Studies, 7, 405–426.CrossRefGoogle Scholar
  26. Lucas, R. E., & Donnellan, M. B. (2007). How stable is happiness? Using the STARTS model to estimate stability of life satisfaction. Journal of Research in Personality, 41, 1091–1098.CrossRefGoogle Scholar
  27. Lucas, R. E., & Dyrenforth, P. S. (2006). Does the existence of social relationships matter for subjective well-being? In K. D. Vohs & E. J. Finkel (Eds.), Self, relationships: Connecting intrapersonal, interpersonal processes (pp. 254–273). New York: Guilford Press.Google Scholar
  28. Lucas, R. E., & Schimmack, U. (2009). Income and well-being: How big is the gap between the rich and the poor? Journal of Research in Personality, 43, 75–78.CrossRefGoogle Scholar
  29. Luttmer, E. F. P. (2005). Neighbors as negatives: Relative earnings and well-being. Quarterly Journal of Economics, 120, 963–1002.Google Scholar
  30. Lyubomirsky, S. (2007). The how of happiness: A scientific approach to getting the life you want. New York: Penguin Press.Google Scholar
  31. Martinez-Martin, P. (2010). Composite rating scales. Journal of the Neurological Sciences, 289, 7–11.CrossRefGoogle Scholar
  32. Minkov, M. (2009). Nations with more dialectical selves exhibit lower polarization in life quality judgments and social opinions. Behavior Science Research, 43, 230–250.Google Scholar
  33. Moriarty, D. G., Zack, M. M., Holt, J. B., Chapman, D. P., & Safran, M. A. (2009). Geographic pattern of frequent mental distress: US adults, 1993–2001 and 2003–2006. American Journal of Preventative Medicine, 36, 497–505.CrossRefGoogle Scholar
  34. Moriarty, D. G., Zack, M. M. & Kobau, R. (2003). The centers for disease control and prevention’s healthy days measures—Population tracking of perceived physical and mental health over time. Health and Quality of Life Outcomes, 1, 37.CrossRefGoogle Scholar
  35. Oishi, S., Diener, E., Lucas, R. E., & Suh, E. M. (2009). Cross-cultural variations in predictors of life satisfaction: Perspectives from needs and values. In E. Diener (Ed.), Culture and well-being: The collected works of Ed Diener (pp. 109–127). New York: Springer.Google Scholar
  36. Oswald, A. J., & Wu, S. (2010). Objective confirmation of subjective measures of human well-being: Evidence from the U.S.A. Science, 327, 576–579.CrossRefGoogle Scholar
  37. Plaut, V. C., Markus, H. R., & Lachman, M. E. (2002). Place matters: Consensual features and regional variation in American well-being and self. Journal of Personality and Social Psychology, 83, 160–184.CrossRefGoogle Scholar
  38. Rentfrow, P. J., Gosling, S. D., & Potter, J. (2008). A theory of the emergence, persistence, and expression of geographic variation in psychological characteristics. Perspectives on Psychological Science, 3, 339–369.CrossRefGoogle Scholar
  39. Rentfrow, P. J., Mellander, C., & Florida, R. (2009). Happy States of America: A state level analysis of psychological, economic and social well-being. Journal of Research in Psychology, 43, 1073–1082.CrossRefGoogle Scholar
  40. Schkade, D. A., & Kahneman, D. (1998). Does living in Califorina make people happy? A focusing illusion in judgments of life satisfaction. Psychological Science, 9, 340–346.CrossRefGoogle Scholar
  41. Schwarz, N., & Strack, F. (1999). Reports of subjective well-being: Judgmental processes and their methodological implications. In D. Kahneman, E. Deiner, & N. Schwarz (Eds.), Well-being: The foundations of hedonic psychology (pp. 61–84). New York: Russell Sage Foundation.Google Scholar
  42. Schyns, P. (1998). Crossnational differences in happiness: Economic and cultural factors explored. Social Indicators Research, 43, 3–26.CrossRefGoogle Scholar
  43. Seligman, M. E. P., Steen, T. A., Park, N., & Peterson, C. (2005). Positive psychology progress: Empirical validation of interventions. American Psychologist, 60, 410–421.CrossRefGoogle Scholar
  44. Sin, N. L., & Lyubomirsky, S. (2009). Enhancing well-being and alleviating depressive symptoms with positive psychology interventions: A practice-friendly meta-analysis. Journal of Clinical Psychology, 65, 467–487.CrossRefGoogle Scholar
  45. Stevenson, B., & Wolfers, J. (2008). Economic growth and subjective well-being: Reassessing the Easterlin Paradox. Brookings Papers on Economic Activity, 1, 1–87.CrossRefGoogle Scholar
  46. Trzesniewski, K. H., Donnellan, M. B., & Lucas, R. E. (2010). Secondary Data Analysis: An Introduction for Psychologists. Washington, DC: APA.Google Scholar
  47. Van de Vijver, F. J. R., van Hemert, D. A., & Poortinga, Y. H. (Eds.). (2008). Multilevel analysis of individuals and cultures. New York: Taylor & Francis Group/Lawrence Erlbaum Associates.Google Scholar
  48. Veenhoven, R. (1995). The cross-national pattern of happiness: Test of predictions implied in three theories of happiness. Social Indicators Research, 34, 33–68.CrossRefGoogle Scholar
  49. Wilson, W. (1967). Correlates of avowed happiness. Psychological Bulletin, 67, 294–306.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media B.V. 2010

Authors and Affiliations

  1. 1.Department of PsychologyMichigan State UniversityEast LansingUSA

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