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Research Interests
My primary research interests involve the study of quantitative
models and methods for the analysis of data collected in psychological
research. I am active in both methodological and applied research
programs.
In the area of methodology, I am most interested in models and
methods for the study of correlational data, especially factor
analysis, structural equation modeling, and multilevel modeling.
Of particular interest is the use of such methods for the analysis
of longitudinal data, with a focus on individual differences in
patterns of change over time.
I am also very active in an interdisciplinary research program
in the field of psychoneuroimmunology, investigating relationships
among brain, behavior, and autonomic, endocrine, and immune systems.
A focus of many of our studies is the effect of stress on autonomic,
endocrine, and immune function. New projects will investigate
effects of stress on wound-healing. My role in these projects
generally involves the application of sophisticated data analysis
methods to data collected in these studies.
Publications
MacCallum, R. C., Kim, C., Malarkey, W. B., & Kiecolt-Glaser,
J. K. (1997). Studying multivariate change using multilevel models
and latent curve models. Multivariate Behavioral Research, 32,
215-253.
Robinson-Whelen, S., Kim, C., MacCallum, R. C., & Kiecolt-Glaser,
J. K. (1997). Distinguishing optimism from pessimism in older
adults: Is it more important to be optimistic or not to be pessimistic?
Journal of Personality and Social Psychology, 64, 324-332.
Andersen, B. L., Farrar, W. B., Golden-Kreutz, D., Kutz, L. A.,
MacCallum, R. C., Courtney, M. E., & Glaser, R. (1998). Stress
alters immune responses following surgical treatment for regional
breast cancer. Journal of the National Cancer Institute, 90, 30-36.
Padgett, D. A., MacCallum, R. C., & Sheridan, J. F. (1998).
Stress exacerbates age-related decrements in the immune response
to an experimental influenza viral infection. Journal of Gerontology:
Biological Sciences, 53A, B347-B353.
Kiecolt-Glaser, J. K., Page, G. G., Marucha, P. T., MacCallum,
R. C., & Glaser, R. (1998). Psychological influences on surgical
recovery: Perspectives from psychoneuroimmunology. American Psychologist,
55, 1209-1218.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999).
Sample size in factor analysis. Psychological Methods, 4, 84-99.
Glaser, R., Kiecolt-Glaser, J. K., Marucha, P. T., MacCallum,
R. C., Laskowski, B. F., & Malarkey, W. B. (1999). Stress-related
changes in proinflammatory cytokine production in wounds. Archives
of General Psychiatry, 56, 450-456.
MacCallum, R. C., & Austin, J. T. (In press). Applications
of structural equation modeling in psychological research. Annual
Review of Psychology.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996).
Power analysis and determination of sample size for covariance
structure modeling. Psychological Methods, 1, 130-149.
Kiecolt-Glaser, J. K., Newton, T., Cacioppo, J. T., MacCallum,
R. C., Glaser, R., & Malarkey, W. B. (1996). Marital conflict
and endocrine function: Are men really more physiologically affected
than women? Journal of Consulting and Clinical Psychology, 64,
324-332.
Kiceolt-Glaser, J. K., Glaser, R., Cacioppo, J. T., MacCallum,
R. C., Snydersmith, M., Kim, C., & Malarkey, W. B. (1997).
Marital conflict in older adults: Endocrinological and immunological
correlates. Psychosomatic Medicine, 59, 339-349.
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