Browsing by Author "Ketchum, Jessica M."
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Item Determining the Minimally Clinically Important Difference for the Disability Rating Scale in Persons With Chronic Traumatic Brain Injury(Mary Ann Liebert, 2023-07-04) Hammond, Flora M.; Ketchum, Jessica M.; Patni, Vipul Vinod; Nejadnik, Bijan; Bates, Damien; Weintraub, Alan H.; Physical Medicine and Rehabilitation, School of MedicineThe Extended Glasgow Outcome Scale (GOSE) is accepted as the primary outcome measure in registrational studies for traumatic brain injury (TBI). The Disability Rating Scale (DRS) is used to assess functional progress from initial acute injury, through rehabilitation and reintegration into the community and life. For these reasons, the DRS is an alternative measure for assessing meaningful global outcomes in chronic TBI. The objective of this study was to determine the minimally clinically important difference (MCID) for the DRS in chronic TBI, by determining the magnitude of DRS change associated with the MCID for the GOSE of 1 point. This study is a retrospective analysis of the multi-center, prospective, longitudinal, Traumatic Brain Injury Model Systems National Database of persons with outcomes at 1, 2, and 5 years and every 5 years thereafter post-injury. Spearman's correlations for dynamic and static relationships between the DRS and GOSE were significant. For the 1-point MCID for the GOSE, the dynamic MCID estimate for the DRS of a −0.68-point change was calculated as the mean DRS change associated with the difference of the GOSE score between year 1 and year 2 (score range, 3–8), using all persons in the study (n = 11,102), whereas the exploratory static MCID estimate for the DRS of −1.28 points was calculated from the slope of the best-fit line between the DRS and GOSE at year 1 follow-up (score range, 3–8; n = 13,415). The final MCID for the DRS was calculated by using the triangulation method (i.e., the arithmetic mean of the dynamic and exploratory static MCID estimates), which resulted in a −1.0-point change. The significant correlation between the DRS and GOSE has allowed for the establishment of a −1.0-point MCID for the DRS, which supports the use of the DRS as an alternative primary outcome measure for chronic TBI research studies, including clinical trials.Item Effects of Statin Treatment on Outcomes after Traumatic Brain Injury(Liebert, 2018) Whyte, John; Ketchum, Jessica M.; Bogner, Jenny; Brunner, Robert C.; Hammond, Flora M.; Zafonte, Ross; Whiteneck, Gale G.; Weintraub, Alan; Physical Medicine and Rehabilitation, School of MedicineNeuroprotective treatments that have shown promise in reducing secondary injury and improving recovery in animal models of traumatic brain injury (TBI) have not been found effective to date in humans. One reason may be the delay after injury in initiating treatment. Statin medications are among the promising neuroprotective agents in animal models, and their presence in the bloodstream of many individuals at the time of injury might optimize their clinical impact. This observational study conducted by a subset of centers participating in the National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR)-funded TBI Model System program sought to examine the effects of taking statin medication at the time injury on functional outcomes. Participants >50 years of age were prospectively enrolled during patient rehabilitation. Demographic data, cardiovascular history, and brain injury history were obtained through chart abstraction and interview. Prescription medication use in the year prior to enrollment was determined from a national pharmacy search service. Propensity scoring was used to create 49 pairs of participants who were well matched on demographic and clinical attributes but discordant for statin use. The treated and untreated participants did not differ on initial Glasgow Coma Score, time until commands were followed, duration of post-traumatic amnesia, or Functional Independence Measure (FIM) scores at rehabilitation admission, discharge, or 1 year post-injury, or on acute or rehabilitation hospital lengths of stay. Evidence of greater and lesser statin compliance was not associated with outcome. This study did not provide support for a clinically important benefit of statin use at the time of moderate to severe TBI.Item Functional Outcome Trajectories following Inpatient Rehabilitation for TBI in the United States: A NIDILRR TBIMS and CDC Interagency Collaboration(Wolters Kluwer, 2020) Dams-O’Connor, Kristen; Ketchum, Jessica M.; Cuthbert, Jeff P.; Corrigan, John; Hammond, Flora M.; Haarbauer Krupa, Juliet; Kowalski, Robert G.; Miller, A. Cate; Physical Medicine and Rehabilitation, School of MedicineObjective: To describe trajectories of functioning up to 5 years after traumatic brain injury (TBI) that required inpatient rehabilitation in the United States using individual growth curve models conditioned on factors associated with variability in functioning and independence over time. Design: Secondary analysis of population-weighted data from a multicenter longitudinal cohort study. Setting: Acute inpatient rehabilitation facilities. Participants: A total of 4624 individuals 16 years and older with a primary diagnosis of TBI. Main outcome measures: Ratings of global disability and supervision needs as reported by participants or proxy during follow-up telephone interviews at 1, 2, and 5 years postinjury. Results: Many TBI survivors experience functional improvement through 1 and 2 years postinjury, followed by a decline in functioning and decreased independence by 5 years. However, there was considerable heterogeneity in outcomes across individuals. Factors such as older age, non-White race, lower preinjury productivity, public payer source, longer length of inpatient rehabilitation stay, and lower discharge functional status were found to negatively impact trajectories of change over time. Conclusions: These findings can inform the content, timing, and target recipients of interventions designed to maximize functional independence after TBI.Item Health and Cognition among Adults with and without Traumatic Brain Injury: A Matched Case-Control Study(Taylor & Francis, 2022) Kumar, Raj G.; Ketchum, Jessica M.; Hammond, Flora M.; Novack, Thomas A.; O’Neil-Pirozzi, Therese M.; Silva, Marc A.; Dams-O’Connor, Kristen; Physical Medicine and Rehabilitation, School of MedicineObjectives: To evaluate associations between traumatic brain injury (TBI) and presence of health conditions, and to compare associations of health and cognition between TBI cases and controls. Methods: This matched case-control study used data from the TBI Model Systems National Database (TBI cases) and Midlife in the United States II and Refresher studies (controls). 248 TBI cases were age-, sex-, race-, and education-matched without replacement to three controls. Cases and controls were compared on prevalence of 18 self-reported conditions, self-rated health, composite scores from the Brief Test of Adult Cognition by Telephone. Results: The following conditions were significantly more prevalent among TBI cases versus controls: anxiety/depression (OR = 3.12, 95% CI: 2.20, 4.43, p < .001), chronic sleeping problems (OR = 2.76, 95% CI: 1.86, 4.10, p < .001), headache/migraine (OR = 2.61, 95% CI: 1.50, 4.54, p = .0007), and stroke (OR = 6.42, 95% CI: 2.93, 14.10, p < .001). The relationship between self-rated health and cognition significantly varied by TBI (pinteraction = 0.002). Conclusion: Individuals with TBI have greater odds of selected neurobehavioral conditions compared to their demographically similar uninjured peers. Among persons with TBI there was a stronger association between poorer self-rated health and cognition than controls. TBI is increasingly conceptualized as a chronic disease; current findings suggest post-TBI health management requires cognitive supports.Item The Longitudinal Effects of Comorbid Health Burden on Functional Outcomes for Adults With Moderate to Severe Traumatic Brain Injury(Wolters Kluwer, 2020) Kumar, Raj G.; Ketchum, Jessica M.; Corrigan, John D.; Hammond, Flora M.; Sevigny, Mitch; Dams-O'Connor, Kristen; Physical Medicine and Rehabilitation, School of MedicineObjective: To evaluate the impact of physical, mental, and total health condition burden on functional outcome and life satisfaction up to 10 years after moderate to severe traumatic brain injury (TBI). Setting: Six TBI Model Systems centers. Participants: Three hundred ninety-three participants in the TBI Model Systems National Database. Design: Retrospective cohort study. Main measures: Self-reported physical and mental health conditions at 10 years postinjury. Functional Independence Measure Motor and Cognitive subscales and the Satisfaction With Life Scale measured at 1, 2, 5, and 10 years. Results: In 10-year longitudinal individual growth curve models adjusted for covariates and inverse probability weighted to account for selection bias, greater physical and mental health comorbidity burden was negatively associated with functional cognition and life satisfaction trajectories. Physical, but not mental, comorbidity burden was negatively associated with functional motor trajectories. Higher total health burden was associated with poorer functional motor and cognitive trajectories and lower life satisfaction. Conclusions: This study offers evidence that comorbidity burden negatively impacts longitudinal functional and life satisfaction outcomes after TBI. The findings suggest that better identification and treatment of comorbidities may benefit life satisfaction, functional outcome, reduce healthcare costs, and decrease reinjury. Specific guidelines are needed for the management of comorbidities in TBI populations.Item Longitudinal Effects of Medical Comorbidities on Functional Outcome and Life Satisfaction After Traumatic Brain Injury: An Individual Growth Curve Analysis of NIDILRR Traumatic Brain Injury Model System Data(Wolters Kluwer, 2019-09-01) Malec, James F.; Ketchum, Jessica M.; Hammond, Flora M.; Corrigan, John D.; Dams-O'Connor, Kristen; Hart, Tessa; Novack, Thomas; Dahdah, Marie; Whiteneck, Gale G.; Bogner, Jennifer; Physical Medicine and Rehabilitation, School of MedicineObjective: To explore associations of specific physical and neuropsychiatric medical conditions to motor and cognitive functioning and life satisfaction over the first 10 years following traumatic brain injury (TBI). Setting: Telephone follow-up through six TBI Model System centers. Participants: 404 individuals or proxies with TBI enrolled in the TBI Model System longitudinal study participating in 10 year follow-up. Design: Individual growth curve analysis. Main Measures: FIM™ Motor and Cognitive subscales, Life Satisfaction Scales, Medical and Mental Health Co-Morbidities Interview. Results: Hypertension, diabetes, cancers, rheumatoid arthritis, and anxiety negatively affected the trajectory of motor functioning over time. Diabetes, cancers, chronic bronchitis, anxiety, and depression negatively impacted cognitive functioning. Numerous neuropsychiatric conditions (sleep disorder, alcoholism, drug addiction, anxiety, panic attacks, PTSD, depression, bipolar disorder), as well as hypertension, liver disease, and cancers diminished life satisfaction. Other medical conditions had a negative effect on functioning and satisfaction at specific follow-up periods. Conclusion: Natural recovery after TBI may include delayed onset of functional decline or early recovery followed by progressive deterioration and is negatively affected by medical comorbidities. Results contribute to the growing evidence that TBI is most appropriately treated as a chronic medical condition complicated by a variety of comorbid conditions.Item Patterns of Functional Change Five to Ten Years after Moderate-Severe Traumatic Brain Injury(Mary Ann Liebert, Inc., 2021) Hammond, Flora M.; Malec, James F.; Corrigan, John D.; Whiteneck, Gale G.; Hart, Tessa; Dams-O’Connor, Kristen; Novack, Thomas A.; Bogner, Jennifer; Dahdah, Marie N.; Eagye, C.B.; Sevigny, Mitch; Ketchum, Jessica M.; Physical Medicine and Rehabilitation, School of MedicineThis study aims to characterize the patterns of functional change experienced between 5 and 10 years after moderate-severe traumatic brain injury (TBI). The study included TBI Model Systems national database participants (N = 372) at six sites who experienced TBI, received inpatient rehabilitation, and were followed at 5 and 10 years post-TBI. Outcome measures included self- or proxy-reported Functional Independence Measure (FIMTM) structured interview at 5 and 10 years post-TBI and domain change indices (DCIs) at 10 years to assess subjective change over the previous 5 years. When all seven FIM and subjective DCI subscales were considered together, 69% reported improvement in at least one subscale and 41% reported decline in at least one subscale; 51% reported more domains improved than declined, and 20% reported more domains declined than improved. Age at injury, post-traumatic amnesia duration, FIM, and depression and anxiety at year 5 were associated with FIM change and DCI measures. Although most persons with moderate-severe TBI do not experience widespread change from year 5 to 10 on individual FIM subscales or perceived domain-specific subscales, the vast majority do report change in one or more domains, with more improvement than decline and more change in subjective DCI than in FIM. Clinicians and researchers should be alert to the possibility of both positive and deleterious changes many years after TBI.Item Physical, Cognitive, and Psychosocial Characteristics Associated With Mortality in Chronic TBI Survivors: A National Institute on Disability, Independent Living, and Rehabilitation Research Traumatic Brain Injury Model Systems Study(Wolters Kluwer, 2018-07) O’Neil-Pirozzi, Therese M.; Ketchum, Jessica M.; Hammond, Flora M.; Philippus, Angela; Weber, Erica; Dams-O’Connor, Kristen; Physical Medicine and Rehabilitation, School of MedicineObjective: To compare a group of individuals who died more than 1 year posttraumatic brain injury (TBI) with a matched group of survivors and to identify physical function, cognitive function, and/or psychosocial function variables associated with mortality. Design: Secondary analysis of data from a multicenter longitudinal cohort study. Setting: Acute inpatient rehabilitation facilities and community follow-up. Participants: Individuals 16 years and older with a primary diagnosis of TBI. Main Outcome Measures: Functional Independence Measure (FIM), Disability Rating Scale, Participation Assessment with Recombined Tools Objective, Extended Glasgow Outcome Scale, Satisfaction With Life Scale. Results: Individuals who died were distinguishable from their surviving counterparts. They demonstrated significantly poorer global functioning on all physical, cognitive, and psychosocial functioning variables at their most recent study follow-up visit prior to death. FIM Motor demonstrated the largest difference between survival groups, suggesting that independence in mobility may be particularly indicative of likelihood of longer-term survival. Conclusions: These findings may inform continued research to elucidate functional characteristics of individuals postchronic TBI prior to their death and to identify opportunities for prevention of accelerated death and interventions to improve health, longevity, and quality of life.Item Prevalence of Medical and Psychiatric Comorbidities Following Traumatic Brain Injury(Wolters Kluwer, 2019-08-01) Hammond, Flora M.; Corrigan, John D.; Ketchum, Jessica M.; Malec, James F.; Dams-O'Connor, Kristen; Hart, Tessa; Novack, Thomas A.; Bogner, Jennifer; Dahdah, Marie N.; Whiteneck, Gale G.; Physical Medicine and Rehabilitation, School of MedicineObjective: To examine the prevalence of selected medical and psychiatric comorbidities that existed prior to, or up to 10 years following, traumatic brain injury (TBI) requiring acute rehabilitation. Design: Retrospective cohort. Setting: Six TBI Model Systems centers. Participants: 404 participants in the TBI Model System National Database who experienced TBI 10 years prior. Interventions: Not applicable. Main Outcome Measure: Self-reported medical and psychiatric comorbidities and the onset time of each endorsed comorbidity. Results: At 10 years post-injury, the most common comorbidities developing post-injury, in order, were: back pain, depression, hypertension, anxiety, fractures, high blood cholesterol, sleep disorders, panic attacks, osteoarthritis, and diabetes. Comparing those 50 years and older to those less than 50 years, diabetes (OR = 3.54; p = 0.0016), high blood cholesterol (OR = 2.04; p = 0.0092), osteoarthritis (OR = 2.02; p = 0.0454), and hypertension (OR = 1.84; p = 0.0175) were significantly more prevalent in the older cohort while panic attacks (OR = 0.33; p = 0.0022) were significantly more prevalent in the younger cohort. No significant differences in prevalence rates between the older and younger cohorts were found for back pain, depression, anxiety, fractures, or sleep disorders. Conclusions: People with moderate-severe TBI experience other medical and mental health comorbidities during the long-term course of recovery and life after injury. The findings can inform further investigation into comorbidities associated with TBI and the role of medical care, surveillance, prevention, lifestyle, and healthy behaviors in potentially modifying their presence and/or prevalence over the life span.Item Prevalence of suicidal behaviour following traumatic brain injury: Longitudinal follow-up data from the NIDRR Traumatic Brain Injury Model Systems(Taylor & Francis, 2016) Fisher, Lauren B.; Pedrelli, Paola; Iverson, Grant L.; Bergquist, Thomas F.; Bombardier, Charles H.; Hammond, Flora M.; Hart, Tessa; Ketchum, Jessica M.; Giacino, Joseph; Zafonte, Ross; Department of Physical Medicine and Rehabilitation, IU School of MedicineObjective: This study utilized the Traumatic Brain Injury Model Systems (TBIMS) National Database to examine the prevalence of depression and suicidal behaviour in a large cohort of patients who sustained moderate-to-severe TBI. Method: Participants presented to a TBIMS acute care hospital within 72 hours of injury and received acute care and comprehensive rehabilitation in a TBIMS designated brain injury inpatient rehabilitation programme. Depression and suicidal ideation were measured with the Patient Health Questionnaire (PHQ-9). Self-reported suicide attempts during the past year were recorded at each follow-up examination, at 1, 2, 3, 10, 15 and 20 years post-injury. Results: Throughout the 20 years of follow-up, rates of depression ranged from 24.8–28.1%, suicidal ideation ranged from 7.0–10.1% and suicide attempts (past year) ranged from 0.8–1.7%. Participants who endorsed depression and/or suicidal behaviour at year 1 demonstrated consistently elevated rates of depression and suicidal behaviour 5 years after TBI. Conclusion: Compared to the general population, individuals with TBI are at greater risk for depression and suicidal behaviour many years after TBI. The significant psychiatric symptoms evidenced by individuals with TBI highlight the need for routine screening and mental health treatment in this population.