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Wu KC, Hong S, Cross FL, Sypher I, McLoyd VC, Huntley ED, Hyde LW, Mitchell C, Monk CS. Increasing diversity in neuroimaging research: Participant-driven recommendations from a qualitative study of an under-represented sample. Dev Cogn Neurosci 2024; 70:101474. [PMID: 39541798 DOI: 10.1016/j.dcn.2024.101474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 10/18/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024] Open
Abstract
Enhancing the generalizability of neuroimaging studies requires actively engaging participants from under-represented communities. This paper leverages qualitative data to outline participant-driven recommendations for incorporating under-represented populations in neuroimaging protocols. Thirty-one participants, who had participated in neuroimaging research or could be eligible for one as part of an ongoing longitudinal study, engaged in semi-structured one-on-one interviews (84 % under-represented ethnic-racial identities and low-income backgrounds). Through thematic analysis, we identified nine relevant research practices from participants' reports, highlighting aspects of their experience that they appreciated and suggestions for improvement: (1) forming a diverse research team comprising members with whom participants can interact as equals; (2) increasing accessibility to research by providing transportation and flexible scheduling; (3) providing family-oriented spaces; (4) enriching the campus visits to include optional on-campus activities to connect with the University; (5) developing safe strategies to accommodate participants with tattoos during the MRI; (6) incorporating engaging and interactive tasks during neuroimaging sessions; (7) providing small gifts, such as a picture of one's brain, in addition to financial compensation; (8) sharing research findings with the research participants; and (9) fostering long-term bidirectional relationships. The findings may be used to develop best practices for enhancing participant diversity in future neuroimaging studies.
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Affiliation(s)
- Kefan C Wu
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States
| | - Sunghyun Hong
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States; School of Social Work, University of Michigan, Ann Arbor, MI, United States
| | - Fernanda L Cross
- School of Social Work, University of Michigan, Ann Arbor, MI, United States
| | | | - Vonnie C McLoyd
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States
| | - Edward D Huntley
- Survey Research Center, Institute for Social Research, University of Michigan, United States
| | - Luke W Hyde
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States; Survey Research Center, Institute for Social Research, University of Michigan, United States; Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States
| | - Colter Mitchell
- Survey Research Center, Institute for Social Research, University of Michigan, United States; Population Studies Center, Institute for Social Research, University of Michigan, United States
| | - Christopher S Monk
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States; Survey Research Center, Institute for Social Research, University of Michigan, United States; Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States; Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States.
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Parr AC, Sydnor VJ, Calabro FJ, Luna B. Adolescent-to-adult gains in cognitive flexibility are adaptively supported by reward sensitivity, exploration, and neural variability. Curr Opin Behav Sci 2024; 58:101399. [PMID: 38826569 PMCID: PMC11138371 DOI: 10.1016/j.cobeha.2024.101399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Cognitive flexibility exhibits dynamic changes throughout development, with different forms of flexibility showing dissociable developmental trajectories. In this review, we propose that an adolescent-specific mode of flexibility in the face of changing environmental contingencies supports the emergence of adolescent-to-adult gains in cognitive shifting efficiency. We first describe how cognitive shifting abilities monotonically improve from childhood to adulthood, accompanied by increases in brain state flexibility, neural variability, and excitatory/inhibitory balance. We next summarize evidence supporting the existence of a dopamine-driven, adolescent peak in flexible behavior that results in reward seeking, undirected exploration, and environmental sampling. We propose a neurodevelopmental framework that relates these adolescent behaviors to the refinement of neural phenotypes relevant to mature cognitive flexibility, and thus highlight the importance of the adolescent period in fostering healthy neurocognitive trajectories.
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Affiliation(s)
- Ashley C. Parr
- Department of Psychiatry, University of Pittsburgh, Pittsburgh PA, 14213, USA
| | - Valerie J. Sydnor
- Department of Psychiatry, University of Pittsburgh, Pittsburgh PA, 14213, USA
| | - Finnegan J. Calabro
- Department of Psychiatry, University of Pittsburgh, Pittsburgh PA, 14213, USA
| | - Beatriz Luna
- Department of Psychiatry, University of Pittsburgh, Pittsburgh PA, 14213, USA
- Department of Psychology, University of Pittsburgh, Pittsburgh PA, 14213, USA
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Hardi FA, Goetschius LG, Tillem S, McLoyd V, Brooks-Gunn J, Boone M, Lopez-Duran N, Mitchell C, Hyde LW, Monk CS. Early childhood household instability, adolescent structural neural network architecture, and young adulthood depression: A 21-year longitudinal study. Dev Cogn Neurosci 2023; 61:101253. [PMID: 37182338 PMCID: PMC10200816 DOI: 10.1016/j.dcn.2023.101253] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 04/28/2023] [Accepted: 05/09/2023] [Indexed: 05/16/2023] Open
Abstract
Unstable and unpredictable environments are linked to risk for psychopathology, but the underlying neural mechanisms that explain how instability relate to subsequent mental health concerns remain unclear. In particular, few studies have focused on the association between instability and white matter structures despite white matter playing a crucial role for neural development. In a longitudinal sample recruited from a population-based study (N = 237), household instability (residential moves, changes in household composition, caregiver transitions in the first 5 years) was examined in association with adolescent structural network organization (network integration, segregation, and robustness of white matter connectomes; Mage = 15.87) and young adulthood anxiety and depression (six years later). Results indicate that greater instability related to greater global network efficiency, and this association remained after accounting for other types of adversity (e.g., harsh parenting, neglect, food insecurity). Moreover, instability predicted increased depressive symptoms via increased network efficiency even after controlling for previous levels of symptoms. Exploratory analyses showed that structural connectivity involving the left fronto-lateral and temporal regions were most strongly related to instability. Findings suggest that structural network efficiency relating to household instability may be a neural mechanism of risk for later depression and highlight the ways in which instability modulates neural development.
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Affiliation(s)
- Felicia A Hardi
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America
| | - Leigh G Goetschius
- The Hilltop Institute, University of Maryland, Baltimore County, Baltimore, MD, United States of America
| | - Scott Tillem
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America
| | - Vonnie McLoyd
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America
| | - Jeanne Brooks-Gunn
- Teachers College, Columbia University, New York, NY, United States of America; College of Physicians and Surgeons, Columbia University, New York, NY, United States of America
| | - Montana Boone
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America
| | - Nestor Lopez-Duran
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America
| | - Colter Mitchell
- Survey Research Center of the Institute for Social Research, University of Michigan, United States of America; Population Studies Center of the Institute for Social Research, University of Michigan, United States of America
| | - Luke W Hyde
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America; Survey Research Center of the Institute for Social Research, University of Michigan, United States of America
| | - Christopher S Monk
- Department of Psychology, University of Michigan, Ann Arbor, MI, United States of America; Survey Research Center of the Institute for Social Research, University of Michigan, United States of America; Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI, United States of America; Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States of America.
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