Donald Hedeker's chief expertise is in the development and use of advanced statistical methods for clustered and longitudinal data, with particular emphasis on mixed-effects models. He is the primary author of several freeware computer programs for mixed-effects analysis. With Robert Gibbons, Don is the author of the text “Longitudinal Data Analysis,” published by Wiley in 2006. More recently, he has developed methods and software for analysis of intensive longitudinal data, which are data with many measurements over time, often collected using mobile devices and/or the internet. Such data are increasingly obtained by researchers in many research areas, for example in the areas of mobile health (mHealth) and ecological momentary assessment (EMA) studies. He is an associate editor for Statistics in Medicine.
University of Chicago
Chicago
PhD - Quantitative Psychology
1989
University of Chicago
Chicago
BA - Economics
1980
Detecting influential subjects in intensive longitudinal data using mixed-effects location scale models.
Detecting influential subjects in intensive longitudinal data using mixed-effects location scale models. BMC Med Res Methodol. 2023 10 18; 23(1):237.
PMID: 37853339
Investigating the day-level associations between affective variability and physical activity using ecological momentary assessment.
Investigating the day-level associations between affective variability and physical activity using ecological momentary assessment. Psychol Sport Exerc. 2023 Oct 05; 70:102542.
PMID: 37805039
Joint modeling the frequency and duration of accelerometer-measured physical activity from a lifestyle intervention trial.
Joint modeling the frequency and duration of accelerometer-measured physical activity from a lifestyle intervention trial. Stat Med. 2023 Sep 16.
PMID: 37715594
Background, rationale, and methodological overview of the REACT project-return-to-action on growth, motor development, and health after the COVID-19 pandemic in primary school children.
Background, rationale, and methodological overview of the REACT project-return-to-action on growth, motor development, and health after the COVID-19 pandemic in primary school children. Am J Hum Biol. 2023 Jul 25.
PMID: 37489725
Long-term exposure to ambient air pollution and measures of central hemodynamics and arterial stiffness among multiethnic Chicago residents.
Long-term exposure to ambient air pollution and measures of central hemodynamics and arterial stiffness among multiethnic Chicago residents. Res Sq. 2023 Jul 21.
PMID: 37503099
Parameters of EMA Compliance and Self-Reported Reactivity in a Longitudinal Study of Young Adult Cannabis and Tobacco Co-Users.
Parameters of EMA Compliance and Self-Reported Reactivity in a Longitudinal Study of Young Adult Cannabis and Tobacco Co-Users. Cannabis. 2023; 6(2):47-61.
PMID: 37484048
Rationale and design of the SenseWhy project: A passive sensing and ecological momentary assessment study on characteristics of overeating episodes.
Rationale and design of the SenseWhy project: A passive sensing and ecological momentary assessment study on characteristics of overeating episodes. Digit Health. 2023 Jan-Dec; 9:20552076231158314.
PMID: 37138585
Associations Between Social Context and Mood During Alcohol Consumption in Young Adult Smokers.
Associations Between Social Context and Mood During Alcohol Consumption in Young Adult Smokers. J Stud Alcohol Drugs. 2023 Sep; 84(5):718-722.
PMID: 37096771
Introducing a Real-Time Method for Identifying the Predictors of Noncompliance with Event-Based Reporting of Tobacco Use in Ecological Momentary Assessment.
Introducing a Real-Time Method for Identifying the Predictors of Noncompliance with Event-Based Reporting of Tobacco Use in Ecological Momentary Assessment. Ann Behav Med. 2023 04 22; 57(5):399-408.
PMID: 36541688
Sibling Resemblance in Physical Activity Levels: The Peruvian Sibling Study on Growth and Health.
Sibling Resemblance in Physical Activity Levels: The Peruvian Sibling Study on Growth and Health. Int J Environ Res Public Health. 2023 02 27; 20(5).
PMID: 36901221
Sells Award for Distinguished Multivariate Research
Society of Multivariate Experimental Psychology
2022
Elected Member, Society of Multivariate Experimental Psychology
Society of Multivariate Experimental Psychology
2016
Long-Term Excellence Award, Health Policy Statistics Section ASA
Health Policy Statistics Section ASA
2015
Elected Member, International Statistical Institute
International Statistical Institute
2015
Fellow, American Statistical Association
American Statistical Association
2000