Publications
2025
Kardan O, Jones N, Wheelock MD, Michael C, Angstadt M, Molloy MF, Cope LM, Martz MM, McCurry KL, Hardee JE, Rosenberg MD, Weigard AS, Hyde LW, Sripada C, Heitzeg MM. Assessing neurocognitive maturation in early adolescence based on baby and adult functional brain landscapes. bioRxiv [Preprint]. Dev Cogn Neuro. 73:10543. 3/2025
2024
Hardee JE, Paige KJ, Ekves ZD, Kardan O, McCurry KL, Martz ME, Cope LM. Sex differences in the association between drinking motives, protective behavioral strategies, and alcohol outcomes in a college sample. PsyArXiv [Prepint].
Ye J, Tejavibulya L, Dai W, Cope LM, Hardee JE, Heitzeg MM, Lichenstein S, Yip SW...Scheinost D. Variation in moment-to-moment brain state engagement changes across development and contributes to individual differences in executive function. Preprint. Under review.
Kardan O, Weigard A, Cope L, Martz M, Angstadt M, McCurry K, Micheal C, Hardee J, Hyde L, Sripada C, Heitzeg M. Functional brain connectivity predictors of prospective substance use initiation and their environmental correlates. BP: CNNI. 10(2):203-212. 2/2025
Hardee JE, Duval ER. Impulsivity and social anxiety interact to predict drinking in college students. PsyArXiv [Preprint]. 1/2024. Subst Use Misuse. 60(3):345-355. 11/2024.
Hardee JE, Weigard AS, Heitzeg MM, Martz ME, Cope LM. Sex differences in distributed error-related neural activation in binge drinking young adults. Drug Alcohol Depend. 263:112421. 10/2024. PMC11500318.
Hardee JE, Becker JB. Sex differences in substance use disorders. Reference Module in Neuroscience and Biobehavioral Psychology, Elsevier. 2024. Book chapter.
Paige KJ, Colder CR, Heitzeg MM, Cope LM, Hardee JE, Soules ME, Weigard AS. Leveraging bifactor modeling to test prospective direct and mediational effects of adolescent alcohol use and externalizing symptoms on the development of cognitive efficiency. Dev Psycholpathol. 20:1-22. 9/2024. PMID 39300841.
Paige KJ, Colder CR, Heitzeg MM, Cope LM, Hardee JE, Soules ME, Weigard AS. Clarifying the longitudinal factor structure, temporal stability, and construct validity of go/no-go task related neural activation across adolescence and early adulthood. SSRN [Preprint]. 2/2024. Dev Cogn Neuro. 67:101390. 6/2024. PMC11127199.
2023
Hardee JE, Weigard AS, Heitzeg MM, Martz ME, Cope LM. Sex differences in distributed error-related neural activation in binge drinking young adults. PsyArXiv [Preprint]. Sept 9, 2021 (updated Nov 2, 2023). doi:10.31234/osf.io/x4yj3.
Becker H, Liu Y, Hanna G, Bilek E, Russman Block S, Hardee J, Heitzeg M, Pagliaccio D, Marsh R, Fitzgerald K: Error-related brain activity associated with obsessive-compulsive symptoms in youth. Brain Behav, 13(4): e2941, 4/2023. PMC10097091.
2022
Martz ME, Hardee JE, Cope LM, McCurry KL, Soules M, Zucker RA, Heitzeg MM: Nucleus accumbens response to reward among children with a family history of alcohol use problems: convergent findings from the ABCD Study and Michigan Longitudinal Study. Brain Sci. 12(7) 07/2022. PMC9320357.
Brislin SJ, Weigard AS, Hardee JE, Cope LM, Martz ME, Zucker RA, Heitzeg MM: Sex moderates reward- and loss-related neural correlates of triarchic-model traits and antisocial behavior. Clin Psychol Sci. 10(4): 700–713, 07/2022. PMC9306410.
Lichenstein SD, Manco N, Cope LM, Egbo L, Garrison KA, Hardee J, Hillmer AT, Reeder K, Stern EF, Worhunsky P, Yip SW: Systematic review of structural and functional neuroimaging studies of cannabis use in adolescence and emerging adulthood: evidence from 90 studies and 9441 participants. Neuropsychopharmacol. 47(5): 1000–1028, 04/2022. PMC8938408.
2021
Martz ME, Cope LM, Hardee JE, Brislin SJ, Weigard A, Zucker RA, Heitzeg MM: Subtypes of inhibitory and reward activation associated with substance use variation in adolescence: A latent profile analysis of brain imaging data. Cogn Affect Behav Neurosci. 21(5): 1101–1114, 10/2021. PMC9036797.
Weigard, Alexander, Brislin S, Cope L, Hardee J, Martz M, Ly A, Zucker RA, Sripada C, Heitzeg MM: Evidence accumulation and associated error-related brain activity as computationally informed prospective predictors of substance use in emerging adulthood. Psychopharmacology. 238(9): 2629–2644, 06/2021. PMC8452274.
Brislin SJ, Martz ME, Cope LM, Hardee JE, Weigard A, Heitzeg MM: Heterogeneity within youth with childhood-onset conduct disorder in the ABCD Study. Front Psychiatry. 12: 701199, 01/2021. PMC8322519.
2020
Cope LM*, Hardee JE*, Martz ME, Zucker RA, Nichols TE, Heitzeg MM: Developmental maturation of inhibitory control circuitry in a high-risk sample: A longitudinal fMRI study. Dev Cogn Neurosci. 43: 100781, 06/2020. PMC11127199. *both authors contributed equally.
Weigard AS, Hardee JE, Zucker RA, Heitzeg MM, Beltz AM: The role of pubertal timing in the link between family history of alcohol use disorder and late adolescent substance use. Drug Alcohol Depend. 210: 107955, 05/2020. PMC7271760.
Hardee JE, Phaneuf C, Cope L, Zucker R, Gearhardt A, Heitzeg M: Neural correlates of inhibitory control in youth with symptoms of food addiction. Appetite. 148: 104578, 05/2020. PMC7024015.
Brislin SJ, Hardee JE, Martz ME, Cope LM, Weigard A, Zucker RA, Heitzeg MM: Alcohol expectancies mediate the association between the neural response to emotional words and alcohol consumption. Drug Alcohol Depend. 209: 107882, 04/2020. PMC7357240.