Transitions in Independent Living, Productivity, and Social Relationships Among Individuals Sustaining Traumatic Brain Injury in Adolescence

Hidden Markov models were used to identify trajectories of participation, with the optimal number of hidden states (groups) selected using the Bayesian information criterion (BIC). Three states/groups were the best fit for the data and were labeled as: At Risk, On Track, and Partially Transitioned. About 57.5% of participants started as Partially Transitioned, 30% started as At Risk, and 12.5% were On Track. Most in the On Track group had a close friend/confidant and were involved in a romantic relationship. Most in the Partially Transitioned group had a close friend/confidant but were not involved in a romantic relationship. Around 16.7% of individuals in the Partially Transitioned group and only 6.5% of the At Risk group transitioned to On Track, and 98.5% of those in the On Track group remained in the same status. Factors associated with transition to the On Track group included female sex and problem alcohol/substance use. However, further analysis showed that the significant effect of problem alcohol/substance use became nonsignificant after accounting for within-person correlation. Conclusions: Many who sustain a TBI in late adolescence transition to independent living and employment/school/homemaking activity over the first 5 years postinjury; however, a subset remain At Risk or Partially Transitioned in major life roles. Rehabilitation services, beyond the acute period, are needed to ensure maximal independence, social relationships, and community participation.

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Publication Details

Journal
Journal of Head Trauma Rehabilitation
Published
2025-11-21
DOI
https://doi.org/10.1097/htr.0000000000001128
Primary Topic
Traumatic Brain Injury Research
Type
article
Field-Weighted Citation Impact
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article

Transitions in Independent Living, Productivity, and Social Relationships Among Individuals Sustaining Traumatic Brain Injury in Adolescence

Angelle M. Sander, Shannon B. Juengst, Juliet Haarbauer‐Krupa, Umesh M. Venkatesan et al.
Journal of Head Trauma Rehabilitation
Traumatic Brain Injury Research
article

Transitions in Independent Living, Productivity, and Social Relationships Among Individuals Sustaining Traumatic Brain Injury in Adolescence

Angelle M. Sander, Shannon B. Juengst, Juliet Haarbauer‐Krupa, Umesh M. Venkatesan, Therese M. O’Neil-Pirozzi, Abdulaziz Bako, Xuan Jesson, Brittany Wright, Kelli Gary Talley
article en

Abstract

Hidden Markov models were used to identify trajectories of participation, with the optimal number of hidden states (groups) selected using the Bayesian information criterion (BIC). Three states/groups were the best fit for the data and were labeled as: At Risk, On Track, and Partially Transitioned. About 57.5% of participants started as Partially Transitioned, 30% started as At Risk, and 12.5% were On Track. Most in the On Track group had a close friend/confidant and were involved in a romantic relationship. Most in the Partially Transitioned group had a close friend/confidant but were not involved in a romantic relationship. Around 16.7% of individuals in the Partially Transitioned group and only 6.5% of the At Risk group transitioned to On Track, and 98.5% of those in the On Track group remained in the same status. Factors associated with transition to the On Track group included female sex and problem alcohol/substance use. However, further analysis showed that the significant effect of problem alcohol/substance use became nonsignificant after accounting for within-person correlation. Conclusions: Many who sustain a TBI in late adolescence transition to independent living and employment/school/homemaking activity over the first 5 years postinjury; however, a subset remain At Risk or Partially Transitioned in major life roles. Rehabilitation services, beyond the acute period, are needed to ensure maximal independence, social relationships, and community participation.

Journal of Head Trauma Rehabilitation
Memorial Hermann Institute for Rehabilitation and Research Foundation (US), Wright Institute (US), Bakomi (SK), McKinsey & Company (United States) (US)
Openalex Percentile: Top 53%
Traumatic Brain Injury Research
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