Skip to main content
Log in

Abstract

Don Hedeker was born in the late 1950s in Chicago, Illinois. He attended public schools in Chicago and did his undergraduate work at the University of Chicago, earning a degree in Economics in 1980. In 1981, he began graduate work in the Department of Behavioral Sciences, Committee on Research Methodology and Quantitative Psychology at the University of Chicago. He completed his dissertation in 1989 under the direction of Darrell Bock. In 1993, Don accepted a faculty position at the University of Illinois at Chicago (UIC) where he was promoted to tenured Associate Professor in 1996 and to Full Professor in 2001. He spent 20 years on the faculty at UIC, leaving in 2014 in order to return to the University of Chicago as a Professor of Biostatistics in the Department of Public Health Sciences. Don’s main expertise is in the development and dissemination of advanced statistical methods for clustered and longitudinal data. In addition to many methodological papers in these areas, Don has developed several freeware computer programs for statistical analysis of such data. To date, he has published over 180 papers and 1 book. Don is also an accomplished musician, and has played in bands since high school. This interview was conducted in honor of Don being awarded the 2015 Long-term Excellence Award from the Health Policy Statistics Section of the American Statistical Association. The interview took place in Don’s office at the University of Chicago on December 23, 2015.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Bock, R.D.: The discrete Bayesian. In: Wainer, H., Messick, S. (eds.) Principals of Psychometrics. Erlbaum, Hillsdale (1983)

    Google Scholar 

  • Bock, R.D. (ed.): Multilevel Analysis of Educational Data. Academic Press, New York (1989)

    Google Scholar 

  • Chi, E.M., Reinsel, G.C.: Models for longitudinal data with random effects and AR (1) errors. J. Am. Stat. Soc. 84, 452–459 (1989)

    Article  Google Scholar 

  • Gibbons, R.D., Bock, R.D.: Trend in correlated proportions. Psychometrika 52(1), 113–124 (1987)

    Article  Google Scholar 

  • Gruder, C.L., Mermelstein, R.J., Kirkendol, S., Hedeker, D., Wong, S.C., Schreckengost, J., Warnecke, R.B., Burzette, R., Miller, T.Q.: Effects of social support and relapse prevention training as adjuncts to a televised smoking cessation intervention. J. Consult. Clin. Psychol. 61, 113–120 (1993)

    Article  CAS  PubMed  Google Scholar 

  • Hedeker, D.: Random Regression Models with Autocorrelated Errors. Ph.D. thesis, University of Chicago, Department of Psychology (1989)

  • Hedeker, D., Gibbons, R.D.: MIXOR: a computer program for mixed-effects ordinal probit and logistic regression analysis. Comput. Methods Programs Biomed. 49, 157–176 (1996a)

    Article  CAS  PubMed  Google Scholar 

  • Hedeker, D., Gibbons, R.D.: MIXREG: a computer program for mixed-effects regression analysis with autocorrelated errors. Comput. Methods Programs Biomed. 49, 229–252 (1996b)

    Article  CAS  PubMed  Google Scholar 

  • Hedeker, D., Mermelstein, R.J.: A multilevel thresholds of change model for analysis of stages of change data. Multivar. Behav. Res. 33, 427–455 (1998)

    Article  Google Scholar 

  • Hedeker, D., Gibbons, R.D.: Longitudinal Data Analysis. Wiley, New York (2006)

    Google Scholar 

  • Hedeker, D., Nordgren, R.: MIXREGLS: a program for mixed-effects location scale analysis. J. Stat. Softw. 52(12), 1–38 (2013)

    Article  PubMed  PubMed Central  Google Scholar 

  • Hedeker, D., Gibbons, R.D., Flay, B.R.: Random-effects regression models for clustered data: with an example from smoking prevention research. J. Consult. Clin. Psychol. 62, 757–765 (1994)

    Article  CAS  PubMed  Google Scholar 

  • Hedeker, D., Flay, B.R., Petraitis, J.: Estimating individual differences of behavioral intentions: an application of random-effects modeling to the theory of reasoned action. J. Consult. Clin. Psychol. 64, 109–120 (1996)

    Article  CAS  PubMed  Google Scholar 

  • Hedeker, D., Mermelstein, R.J., Weeks, K.A.: The thresholds of change model: an approach to analyzing stages of change data. Ann. Behav. Med. 21, 61–70 (1999)

    Article  CAS  PubMed  Google Scholar 

  • Hedeker, D., Mermelstein, R., Flay, B.R.: Application of item response theory models for intensive longitudinal data. In: Walls, T., Schafer, J. (eds.) Models for Intensive Longitudinal Data. Oxford University Press, Oxford (2006a)

    Google Scholar 

  • Hedeker, D., Berbaum, M., Mermelstein, R.J.: Location-scale models for multilevel ordinal data: between- and within-subjects variance modeling. J. Probab. Stat. Sci. 4, 1–20 (2006b)

    Google Scholar 

  • Hedeker, D., Mermelstein, R.J., Demirtas, H.: Analysis of binary outcomes with missing data: missing = smoking, last observation carried forward, and a little multiple imputation. Addiction 102, 1564–1573 (2007)

    Article  PubMed  Google Scholar 

  • Hedeker, D., Mermelstein, R.J., Demirtas, H.: An application of a mixed-effects location scale model for analysis of ecological momentary assessment (EMA) data. Biometrics 64(2), 627–634 (2008)

    Article  PubMed  Google Scholar 

  • Hedeker, D., Demirtas, H., Mermelstein, R.J.: A mixed ordinal location scale model for analysis of ecological momentary assessment (EMA) data. Stat. Interface 2(4), 391 (2009a)

    Article  PubMed  PubMed Central  Google Scholar 

  • Hedeker, D., Mermelstein, R.J., Berbaum, M.L., Campbell, R.T.: Modeling mood variation associated with smoking: an application of a heterogeneous mixed-effects model for analysis of ecological momentary assessment (EMA) data. Addiction 104(2), 297–307 (2009b)

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Juned Siddique.

Ethics declarations

Conflict of interest

The author has no conflicts of interest to disclose.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Siddique, J. An interview with Don Hedeker. Health Serv Outcomes Res Method 16, 75–91 (2016). https://doi.org/10.1007/s10742-016-0153-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10742-016-0153-9

Keywords

Navigation