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The right answer for the wrong question: Consequences of type III error for public health research

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  • Schwartz, S.
  • Carpenter, K.M.

Abstract

Objectives. This study examined the impact of assessing the causes of interindividual variation within a population when the research question of interest is about causes of differences between populations or time periods. This discrepancy between the research focus and the research question is referred to as a type III error, one that provides the right answer for the wrong question. Methods. Homelessness, obesity, and infant mortality were used to illustrate different consequences of type III errors. These different consequences depend on the relationships between the causes of within- and between-group variation. Conclusions. The cause of interindividual variation and the causes of variation between populations and time periods may be distinct. The problem of examining invariant causes deserves attention.

Suggested Citation

  • Schwartz, S. & Carpenter, K.M., 1999. "The right answer for the wrong question: Consequences of type III error for public health research," American Journal of Public Health, American Public Health Association, vol. 89(8), pages 1175-1180.
  • Handle: RePEc:aph:ajpbhl:1999:89:8:1175-1180_9
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    Cited by:

    1. McAneney, H. & McCann, J.F. & Prior, L. & Wilde, J. & Kee, F., 2010. "Translating evidence into practice: A shared priority in public health?," Social Science & Medicine, Elsevier, vol. 70(10), pages 1492-1500, May.
    2. Schwartz, Sharon & Meyer, Ilan H., 2010. "Mental health disparities research: The impact of within and between group analyses on tests of social stress hypotheses," Social Science & Medicine, Elsevier, vol. 70(8), pages 1111-1118, April.
    3. Valérie Lederer & Karen Messing & Hélène Sultan-Taïeb, 2022. "How Can Quantitative Analysis Be Used to Improve Occupational Health without Reinforcing Social Inequalities? An Examination of Statistical Methods," IJERPH, MDPI, vol. 20(1), pages 1-19, December.
    4. Gittte Kloek & Frank Lenthe & Yvonne Meertens & Maria Koelen & Johan Mackenbach, 2006. "Process Evaluation of a Dutch Community Intervention to improve Health Related Behaviour in deprived neighbourhoods," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 51(5), pages 259-272, November.
    5. Bauer, Greta R., 2014. "Incorporating intersectionality theory into population health research methodology: Challenges and the potential to advance health equity," Social Science & Medicine, Elsevier, vol. 110(C), pages 10-17.
    6. Bridget O'Laughlin & Moritz Hunsmann, 2016. "Forum 2016," Development and Change, International Institute of Social Studies, vol. 47(4), pages 798-817, July.

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