title: Neuroimaging explanations of age-related differences in task performance.
abstract: Advancing age affects both cognitive performance and functional brain activity and interpretation of these effects has led to a variety of conceptual research models without always explicitly linking the two effects. However, to best understand the multifaceted effects of advancing age, age differences in functional brain activity need to be explicitly tied to the cognitive task performance. This work hypothesized that age-related differences in task performance are partially explained by age-related differences in functional brain activity and formally tested these causal relationships. Functional MRI data was from groups of young and old adults engaged in an executive task-switching experiment. Analyses were voxel-wise testing of moderated-mediation and simple mediation statistical path models to determine whether age group, brain activity and their interaction explained task performance in regions demonstrating an effect of age group. Results identified brain regions whose age-related differences in functional brain activity significantly explained age-related differences in task performance. In all identified locations, significant moderated-mediation relationships resulted from increasing brain activity predicting worse (slower) task performance in older but not younger adults. Findings suggest that advancing age links task performance to the level of brain activity. The overall message of this work is that in order to understand the role of functional brain activity on cognitive performance, analysis methods should respect theoretical relationships. Namely, that age affects brain activity and brain activity is related to task performance.
authors.affiliation: Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University College of Physicians and Surgeons New York, NY, USA ; Department of Neurology, Columbia University of Physicians and Surgeons New York, NY, USA.
authors.forename: Jason
authors.initials: J
authors.lastname: Steffener
authors.affiliation: Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University College of Physicians and Surgeons New York, NY, USA ; Department of Psychology, Columbia University New York, NY, USA.
authors.forename: Daniel
authors.initials: D
authors.lastname: Barulli
authors.affiliation: Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University College of Physicians and Surgeons New York, NY, USA ; Department of Neurology, Columbia University of Physicians and Surgeons New York, NY, USA.
authors.forename: Christian
authors.initials: C
authors.lastname: Habeck
authors.affiliation: Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University College of Physicians and Surgeons New York, NY, USA ; Department of Neurology, Columbia University of Physicians and Surgeons New York, NY, USA ; Department of Psychiatry, Columbia University College of Physicians and Surgeons New York, NY, USA.
authors.forename: Yaakov
authors.initials: Y
authors.lastname: Stern
keywords: cognitive aging; functional brain activity; mediation; moderated-mediation; path analysis; task-switching