34 results on '"Dismuke-Greer CE"'
Search Results
2. Ethnicity/race and service-connected disability disparities in civilian traumatic brain injury mechanism of injury and VHA health services costs in military veterans: Evidence from a Level 1 Trauma Center and VA Medical Center.
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Dismuke-Greer, CE, Fakhry, SM, Horner, MD, Pogoda, TK, Pugh, MJ, Gebregziabher, M, Hall, CL, Taber, D, and Spain, DA
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HOSPITALS , *HEALTH services accessibility , *CONFIDENCE intervals , *TRAUMA centers , *MULTIPLE regression analysis , *ASSAULT & battery , *RACE , *HEALTH status indicators , *MEDICAL care costs , *RETROSPECTIVE studies , *SHOOTINGS (Crime) , *SOCIOECONOMIC factors , *DESCRIPTIVE statistics , *ETHNIC groups , *PEOPLE with disabilities , *BRAIN injuries , *VETERANS , *ODDS ratio - Abstract
Introduction: The objective of this study was to examine the association of military veteran socio-demographics and service-connected disability with civilian mechanism of traumatic brain injury and long-term Veterans Health Administration (VHA) costs. Methods: We conducted a 17-year retrospective longitudinal cohort study of veterans with a civilian-related traumatic brain injury from a Level 1 Trauma Center between 1999 and 2013, with VHA follow-up through 2016. We merged trauma center VHA data, and used logit to model mechanism of injury, and generalized linear model to model VHA costs. Results: African American race or Hispanic ethnicity veterans had a higher unadjusted rate of civilian assault/gun as mechanism of injury (15.38%) relative to non-Hispanic White (7.19%). African American race or Hispanic veterans who were discharged from the trauma center with traumatic brain injury and followed in VHA had more than twice the odds of assault/gun (OR 2.47; 95% CI 1.16:5.26), after adjusting for sex, age, and military service-connected disability. Veterans with service-connected disability ≥50% had more than twice the odds of assault/gun (OR 2.48; 95% CI 0.97:6.31). Assault/gun was associated with significantly higher annual VHA costs post-discharge ($16,807; 95% CI 672:32,941) among non-Hispanic White veterans. Military service-connected disability ≥50% was associated with higher VHA costs among both non-Hispanic White ($44,987; 95% CI $17,159:$72,816) and African American race or Hispanic ($37,901; 95% CI $4,543:$71,258) veterans. Conclusions: We found that African American race or Hispanic veterans had higher adjusted likelihood of assault/gun mechanism of traumatic brain injury, and non-Hispanic White veterans had higher adjusted annual VHA resource costs associated with assault/gun, post trauma center discharge. Veterans with higher than 50% service-connected disability had higher likelihood of assault/gun and higher adjusted annual VHA resource costs. Assault/gun prevention efforts may be indicated within the VHA, especially in minority and service-connected disability veterans. More data from Level 1 Trauma Centers are needed to assess the generalizability of these findings. [ABSTRACT FROM AUTHOR]
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- 2021
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3. A prediction model of military combat and training exposures on VA service-connected disability: a CENC study
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Eggleston, B, primary, Dismuke-Greer, CE, additional, Pogoda, TK, additional, Denning, JH, additional, Eapen, BC, additional, Carlson, KF, additional, Bhatnagar, S, additional, Nakase-Richardson, R, additional, Troyanskaya, M, additional, Nolen, T, additional, and Walker, WC, additional
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- 2019
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4. Self-reported benzodiazepine use among adults with chronic spinal cord injury in the southeastern USA: associations with demographic, injury, and opioid use characteristics.
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DiPiro ND, Dismuke-Greer CE, and Krause JS
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- Humans, Male, Female, Middle Aged, Adult, Southeastern United States epidemiology, Cross-Sectional Studies, Aged, Chronic Disease, Young Adult, Cohort Studies, Benzodiazepines adverse effects, Spinal Cord Injuries epidemiology, Analgesics, Opioid therapeutic use, Analgesics, Opioid adverse effects, Self Report
- Abstract
Study Design: Cross-sectional cohort study., Objectives: To examine: (1) the self-reported frequency of specific prescription benzodiazepine use, (2) concurrent benzodiazepine and opioid use, and (3) sociodemographic, SCI, and opioid use factors associated with frequent benzodiazepine use., Setting: Community., Methods: Participants included 918 community dwelling adults with chronic ( > 1 year) traumatic SCI originally identified from a specialty hospital or a state-based surveillance system. Self-reported frequency of specific prescription benzodiazepines and opioids used, concurrent use, and factors associated with use were assessed., Results: Twenty percent reported any benzodiazepine use in the past year and 13% reported at least weekly use. Concurrent daily or weekly use of benzodiazepines and opioids was reported by 6.5%, with those individuals taking an average of 1.1 (0.4) benzodiazepines and 1.4 (0.6) opioids. Compared to younger adults, those 50-65 years old had lower odds of at least weekly benzodiazepine use (OR = 0.50, 95% CI, 0.29-0.89, p-value = 0.02). Non-Hispanic Blacks reported lower use of benzodiazepines compared to non-Hispanic whites (OR = 0.32, 95% CI, 0.15-0.68, p-value = <0.01). Weekly opioid use was associated with higher odds of using benzodiazepines (OR = 3.10, 95%CI, 1.95-4.95, p-value = <0.01)., Conclusions: Benzodiazepine use was commonly reported among those with SCI. Despite the potential risks, a high portion of those who reported benzodiazepine use also reported prescription opioid use. The findings highlight the need for monitoring of prescription medication use to avoid potentially risky concurrent use and adverse outcomes., (© 2024. The Author(s).)
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- 2024
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5. Relations Between Self-reported Prescription Hydrocodone, Oxycodone, and Tramadol Use and Unintentional Injuries Among Those With Spinal Cord Injury.
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Krause JS, DiPiro ND, Dismuke-Greer CE, and Cao Y
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- Humans, Male, Female, Cross-Sectional Studies, Middle Aged, Adult, Southeastern United States epidemiology, Aged, Accidental Injuries epidemiology, Tramadol therapeutic use, Spinal Cord Injuries epidemiology, Analgesics, Opioid therapeutic use, Oxycodone therapeutic use, Hydrocodone therapeutic use, Self Report, Accidental Falls statistics & numerical data
- Abstract
Objective: To identify the relations of 3 frequently used prescription opioids (hydrocodone, oxycodone, tramadol) with unintentional injuries, including fall-related and non-fall-related injuries among adults with chronic, traumatic spinal cord injury (SCI)., Design: Cross-sectional cohort study., Setting: Community setting; Southeastern United States., Participants: Adult participants (N=918) with chronic traumatic SCI were identified from a specialty hospital and state population-based registry and completed a self-report assessment., Interventions: Not applicable., Main Outcome Measures: Self-reported fall-related and non-fall-related unintentional injuries serious enough to receive medical care in a clinic, emergency room, or hospital within the previous 12 months., Results: Just over 20% of participants reported ≥1 unintentional injury in the past year, with an average of 2.16 among those with ≥1. Overall, 9.6% reported fall-related injuries. Only hydrocodone was associated with any past-year unintentional injuries. Hydrocodone taken occasionally (no more than monthly) or regularly (weekly or daily) was related to 2.63 (95% confidence interval [CI], 1.52-4.56) or 2.03 (95% CI, 1.15-3.60) greater odds of having ≥1 unintentional injury in the past year, respectively. Hydrocodone taken occasionally was also associated with past-year non-fall-related injuries (OR, 2.20; 95% CI, 1.12-4.31). Each of the 3 opioids was significantly related to fall-related injuries. Taking hydrocodone occasionally was associated with 2.39 greater odds of fall-related injuries, and regular use was associated with 2.31 greater odds. Regular use of oxycodone was associated with 2.44 odds of a fall-related injury (95% CI, 1.20-4.98), and regular use of tramadol was associated with 2.59 greater odds of fall-related injury (95% CI, 1.13-5.90)., Conclusions: Injury prevention efforts must consider the potential effect of opioid use, particularly hydrocodone. For preventing fall-related injuries, each of the 3 opioids must be considered., (Copyright © 2024. Published by Elsevier Inc.)
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- 2024
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6. Self-Reported Prescription Opioid Use Among Participants with Chronic Spinal Cord Injury.
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Krause JS, DiPiro ND, and Dismuke-Greer CE
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- Adult, Humans, Self Report, Cohort Studies, Prescriptions, Analgesics, Opioid therapeutic use, Spinal Cord Injuries complications
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Background: Individuals with spinal cord injuries (SCI) experience high rates of prescription opioid use, yet there is limited data on frequency of opioid use and specific medications being taken., Objectives: To examine the frequency of self-reported prescription opioid use among participants with SCI and the relationship with demographic, injury, and socioeconomic characteristics., Methods: A cohort study of 918 adults with SCI of at least 1-year duration completed a self-report assessment (SRA) that indicated frequency of specific prescription opioid use based on the National Survey on Drug Use and Health (NSDUH)., Results: Forty-seven percent of the participants used at least one prescription opioid over the last year; the most frequently used was hydrocodone (22.1%). Nearly 30% used a minimum of one opioid at least weekly. Lower odds of use of at least one opioid over the past year was observed for Veterans (odds ratio [OR] = 0.60, 95% CI = 0.38, 0.96) and those with a bachelor's degree or higher (OR = 0.63, 95% CI = 0.44, 0.91). When restricting the analysis to use of at least one substance daily or weekly, lower odds of use was observed for those with a bachelor's degree or higher and those with income ranging from $25,000 to $75,000+. None of the demographic or SCI variables were significantly related to prescription opioid use., Conclusion: Despite the widely established risks, prescription opioids were used daily or weekly by more than 28% of the participants. Usage was only related to Veteran status and socioeconomic status indicators, which were protective of use. Alternative treatments are needed for those with the heaviest, most regular usage., Competing Interests: Conflict of Interest The authors report no conflicts of interest., (© 2024 American Spinal Injury Association.)
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- 2024
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7. Neurocognitive function and medical care utilization in Veterans treated for substance use disorder.
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Bjork JM, Reisweber J, Perrin PB, Plonski PE, and Dismuke-Greer CE
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- Humans, Male, Female, Middle Aged, United States, Adult, Patient Acceptance of Health Care statistics & numerical data, United States Department of Veterans Affairs, Neuropsychological Tests, Health Care Costs statistics & numerical data, Cognition, Substance-Related Disorders therapy, Substance-Related Disorders epidemiology, Veterans statistics & numerical data, Veterans psychology
- Abstract
Background: Veterans with substance use disorder (SUD) are at high risk for cognitive problems due to neurotoxic effects of chronic drug and alcohol use coupled in many cases with histories of traumatic brain injury (TBI). These problems may in turn result in proneness to SUD relapse and reduced adherence to medical self-care regimens and therefore reliance on health care systems. However, the direct relationship between cognitive function and utilization of Veterans Health Administration (VHA) SUD and other VHA health care services has not been evaluated. We sought initial evidence as to whether neurocognitive performance relates to repeated health care engagement in Veterans as indexed by estimated VHA care costs., Methods: Neurocognitive performance in 76 Veterans being treated for SUD was assessed using CNS-Vital Signs, a commercial computerized cognitive testing battery, and related to histories of outpatient and inpatient/residential care costs as estimated by the VHA Health Economics Resource Center., Results: After controlling for age, an aggregate metric of overall neurocognitive performance (Neurocognition Index) correlated negatively with total VHA health care costs, particularly with SUD-related outpatient care costs but also with non-mental health-related care costs. Barratt Impulsiveness Scale scores also correlated positively with total VHA care costs., Conclusions: In Veterans receiving SUD care, higher impulsivity and lower cognitive performance were associated with greater health care utilization within the VHA system. This suggests that veterans with SUD who show lower neurocognitive performance are at greater risk for continued health problems that require healthcare engagement. Cognitive rehabilitation programs developed for brain injury and other neurological conditions could be tried in Veterans with SUD to improve their health outcomes., (© 2024. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.)
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- 2024
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8. Relationships of Self-reported Opioid Use and Misuse and Pain Severity With Probable Major Depression Among Participants With Spinal Cord Injury.
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Krause JS, Dismuke-Greer CE, DiPiro ND, Clark JMR, and Laursen-Roesler J
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- Humans, Male, Female, Middle Aged, Adult, Aged, Pain Measurement, Severity of Illness Index, Southeastern United States epidemiology, Pain psychology, Cohort Studies, Spinal Cord Injuries complications, Spinal Cord Injuries psychology, Depressive Disorder, Major epidemiology, Analgesics, Opioid therapeutic use, Self Report, Opioid-Related Disorders epidemiology, Opioid-Related Disorders psychology
- Abstract
Objectives: To examine the relations of pain intensity, opioid use, and opioid misuse with depressive symptom severity and probable major depression (PMD) among participants with spinal cord injuries (SCI), controlling for demographic, injury, and socioeconomic characteristics., Study Design: Cohort study., Setting: Medical University in the Southeastern United States (US)., Participants: Participants (N=918) were identified from 1 of 2 sources including a specialty hospital and a state-based surveillance system in the Southeastern US. Participants were a minimum of 18 years old at enrollment and had SCI with non-complete recovery. Participants were on average 57.5 years old at the time of the study and an average of 24.4 years post SCI onset., Interventions: Not applicable., Main Outcome Measures: Participants completed a self-report assessment that included frequency of prescription opioid use and misuse, based on the National Survey on Drug Use and Health (NSDUH), and the PHQ - 9 to measure depressive symptom severity and PMD., Results: Opioid use, opioid misuse, and pain intensity were related to elevated depressive symptom severity and higher odds of PMD. Non-Hispanic Blacks had fewer depressive symptoms and lower odds of PMD, as did those with higher incomes. Veterans had lower risk of PMD, whereas ambulatory participants had a higher risk of PMD. Age at SCI onset had a mixed pattern of significance, whereas years of education and years since injury were not significant., Conclusions: The relation between pain intensity with depressive symptom severity and PMD was profound, consistent with the biopsychosocial model of pain. The greater risk of PMD and higher depressive symptom severity among those using opioids and misusing opioids raises further concern about long-term prescription opioid use. Alternative treatments are needed., (Published by Elsevier Inc.)
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- 2024
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9. Relationships of self-reported opioid and benzodiazepine use with health-related quality of life among adults with spinal cord injury.
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Krause JS, DiPiro ND, Dismuke-Greer CE, and Laursen-Roesler J
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Background: There is limited understanding of the relationships between prescription opioid and benzodiazepine use and indices of health-related quality of life (HRQOL) among those with spinal cord injuries (SCI)., Objective: To identify the relationships between self-reported prescription opioid and benzodiazepine use and two indicators of HRQOL, number of days in poor physical health and poor mental health in the past 30 days among adults with SCI., Methods: A cross-sectional cohort study of 918 adults with chronic (>1 year), traumatic SCI living in the Southeastern United States was conducted. Participants completed a self-report assessment (SRA)., Results: In the preliminary model, both opioid and benzodiazepine use were associated with a greater number of days in poor physical health and poor mental health in the past month. After controlling for health conditions (pain intensity, spasticity, anxiety and perceived sleep insufficiency), opioid use was associated with 2.04 (CI = 0.69; 3.39) additional poor physical health days in the past 30 days, and benzodiazepine use was associated with 2.18 (CI = 0.70; 3.64) additional days of poor mental health. Age was associated with greater number of poor physical health days and fewer poor mental health days. Lower income was associated with poor mental health days. Most of the health conditions were significantly related to the number of past month poor physical and mental health days., Conclusions: Opioid and benzodiazepine use are associated with poor physical and mental HRQOL, even after controlling for health conditions. Treatment strategies should consider potential unanticipated negative consequences of pharmacological interventions., (Published by Elsevier Inc.)
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- 2024
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10. Risk of Adverse Outcomes Among Veterans Who Screen Positive for Traumatic Brain Injury in the Veterans Health Administration But Do Not Complete a Comprehensive Evaluation: A LIMBIC-CENC Study.
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Pogoda TK, Adams RS, Carlson KF, Dismuke-Greer CE, Amuan M, and Pugh MJ
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- Humans, Male, United States, Female, Adult, Retrospective Studies, Middle Aged, Iraq War, 2003-2011, Substance-Related Disorders epidemiology, Afghan Campaign 2001-, Veterans, United States Department of Veterans Affairs, Brain Injuries, Traumatic diagnosis, Brain Concussion diagnosis
- Abstract
Objective: To examine whether post-9/11 veterans who screened positive for mild traumatic brain injury (mTBI) but did not complete a Comprehensive TBI Evaluation (CTBIE) were at higher risk of subsequent adverse events compared with veterans who screened positive and completed a CTBIE. Upon CTBIE completion, information assessed by a trained TBI clinician indicates whether there is mTBI history (mTBI+) or not (mTBI-)., Setting: Veterans Health Administration (VHA) outpatient services., Participants: A total of 52 700 post-9/11 veterans who screened positive for TBI were included. The follow-up review period was between fiscal years 2008 and 2019. The 3 groups studied based on CTBIE completion and mTBI status were: (1) mTBI+ (48.6%), (2) mTBI- (17.8%), and (3) no CTBIE (33.7%)., Design: This was a retrospective cohort study. Log binomial and Poisson regression models adjusting for demographic, military, pre-TBI screening health, and VHA covariates examined risk ratios of incident outcomes based on CTBIE completion and mTBI status., Main Measures: Incident substance use disorders (SUDs), alcohol use disorder (AUD), opioid use disorder (OUD), overdose, and homelessness documented in VHA administrative records, and mortality as documented in the National Death Index, 3 years post-TBI screen. VHA outpatient utilization was also examined., Results: Compared with the no CTBIE group, the mTBI+ group had 1.28 to 1.31 times the risk of incident SUD, AUD, and overdose, but 0.73 times the risk of death 3 years following TBI screening. The mTBI- group had 0.70 times the risk of OUD compared with the no CTBIE group within the same period. The no CTBIE group also had the lowest VHA utilization., Conclusions: There were mixed findings on risk of adverse events for the no CTBIE group relative to the mTBI+ and mTBI- groups. Future research is needed to explore the observed differences, including health conditions and healthcare utilization, documented outside VHA among veterans who screen positive for TBI., Competing Interests: The authors declare no conflict of interests., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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11. The Clinical Resource Hub Telehealth Program and Use of Primary Care, Emergency, and Inpatient Care During the COVID-19 Pandemic.
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Gujral K, Scott JY, Dismuke-Greer CE, Jiang H, Wong E, and Yoon J
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- Humans, Pandemics, Inpatients, Primary Health Care, COVID-19, Telemedicine
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Background: The COVID-19 pandemic disrupted delivery of health care services worldwide. We examined the impact of the pandemic on clinics participating in the Veterans Affairs (VA) Clinical Resource Hub (CRH) program, rolled out nationally in October 2019, to improve access to care at under-resourced VA clinics or "spoke" sites through telehealth services delivered by regional "hub" sites., Objective: To assess whether the CRH program was associated with increased access to primary care, we compared use of primary, emergency, and inpatient care at sites that adopted CRH for primary care (CRH-PC) with sites that did not adopt CRH-PC, pre-post pandemic onset., Design: Difference-in-difference and event study analyses, adjusting for site characteristics., Study Cohort: A total of 1050 sites (254 CRH-PC sites; 796 comparison sites), fiscal years (FY) 2019-2021., Intervention: CRH Program for Primary Care., Main Measures: Quarterly number of VA visits per site for primary care (across all and by modality, in-person, video, and phone), emergency care, and inpatient care., Results: In adjusted analyses, CRH-PC sites, compared with non-CRH-PC sites, had on average 221 additional primary care visits (a volume increase of 3.4% compared to pre-pandemic). By modality, CRH-PC sites had 643 fewer in-person visits post-pandemic (- 14.4%) but 723 and 128 more phone and video visits (+ 39.9% and + 159.5%), respectively. CRH-PC sites, compared with non-CRH-PC sites, had fewer VA ED visits (- 4.2%) and hospital stays (- 5.1%) in VA medical centers. Examining visits per patient, we found that CRH-PC sites had 48 additional telephone primary care visits per 1000 primary care patients (an increase of 9.8%), compared to non-program sites., Conclusions: VA's pre-pandemic rollout of a new primary care telehealth program intended to improve access facilitated primary care visits during the pandemic, a period fraught with care disruptions, and limited in-person health care delivery, indicating the potential for the program to offer health system resilience., (© 2023. The Author(s).)
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- 2024
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12. Mild traumatic brain injury, PTSD symptom severity, and behavioral dyscontrol: a LIMBIC-CENC study.
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Stromberg KM, Martindale SL, Walker WC, Ou Z, Pogoda TK, Miles SR, Dismuke-Greer CE, Carlson KF, Rowland JA, O'Neil ME, and Pugh MJ
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Background: Behavioral dyscontrol occurs commonly in the general population and in United States service members and Veterans (SM/V). This condition merits special attention in SM/V, particularly in the aftermath of deployments. Military deployments frequently give rise to posttraumatic stress disorder (PTSD) and deployment-related mild TBI traumatic brain injury (TBI), potentially leading to manifestations of behavioral dyscontrol., Objective: Examine associations among PTSD symptom severity, deployment-related mild traumatic brain injury, and behavioral dyscontrol among SM/V., Design: Secondary cross-sectional data analysis from the Long-Term Impact of Military-Relevant Brain Injury Consortium - Chronic Effects of Neurotrauma Consortium prospective longitudinal study among SM/V ( N = 1,808)., Methods: Univariable and multivariable linear regression models assessed the association and interaction effects between PTSD symptom severity, as assessed by the PTSD Checklist for the Diagnostic and Statistical Manual, 5th edition (PCL-5), and deployment-related mild TBI on behavioral dyscontrol, adjusting for demographics, pain, social support, resilience, and general self-efficacy., Results: Among the 1,808 individuals in our sample, PTSD symptom severity ( B = 0.23, 95% CI: 0.22, 0.25, p < 0.001) and deployment-related mild TBI ( B = 3.27, 95% CI: 2.63, 3.90, p < 0.001) were significantly associated with behavioral dyscontrol in univariable analysis. Interaction effects were significant between PTSD symptom severity and deployment mild TBI ( B = -0.03, 95% CI: -0.06, -0.01, p = 0.029) in multivariable analysis, indicating that the effect of mild TBI on behavioral dyscontrol is no longer significant among those with a PCL-5 score > 22.96., Conclusion: Results indicated an association between PTSD symptom severity, deployment-related mild TBI, and behavioral dyscontrol among SM/V. Notably, the effect of deployment-related mild TBI was pronounced for individuals with lower PTSD symptom severity. Higher social support scores were associated with lower dyscontrol, emphasizing the potential for social support to be a protective factor. General self-efficacy was also associated with reduced behavioral dyscontrol., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Stromberg, Martindale, Walker, Ou, Pogoda, Miles, Dismuke-Greer, Carlson, Rowland, O’Neil and Pugh.)
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- 2024
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13. Chronic headaches after traumatic brain injury: Diagnostic complexity associated with increased cost.
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McGeary D, Swan AA, Kennedy E, Dismuke-Greer CE, McGeary C, Sico JJ, Amuan ME, Manhapra A, Bouldin ED, Watson P, Kenney K, Myers M, Werner JK, Mitchell JL, Carlson K, Delgado R, Esmaeili A, and Pugh MJ
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- Humans, Male, Female, Adult, Middle Aged, United States, Brain Injuries, Traumatic complications, Brain Injuries, Traumatic economics, Veterans, Headache Disorders economics, Headache Disorders etiology, Health Care Costs
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Background: Chronic headache after traumatic brain injury (TBI) is a common, yet disabling, disorder whose diverse clinical characteristics and treatment needs remain poorly defined., Objective: To examine diagnostic coding patterns and cost among military Veterans with comorbid chronic headache and TBI., Methods: We identified 141,125 post-9/11 era Veterans who served between 2001 and 2019 with a headache disorder diagnosed after TBI. We first identified patterns of Complex Headache Combinations (CHC) and then compared the patterns of healthcare costs in 2022-dollar values in the three years following the TBI diagnosis., Results: Veterans had diverse individual headache and CHC diagnoses with uniformly high cost of care. Post-whiplash and post-TBI CHCs were common and consistently associated with higher costs after TBI than those with other types of headache and CHCs. Post-TBI migraine had the highest unadjusted mean inpatient ($27,698), outpatient ($61,417), and pharmacy ($4,231) costs, which persisted even after adjustment for confounders including demographic, military, and clinical characteristics., Conclusion: Headache diagnoses after TBI, particularly those diagnosed with post-traumatic headache, are complex, and associated with dual high cost and care burdens. More research is needed to examine whether this higher expenditure reflects more intensive treatment and better outcomes or refractory headache with worse outcomes.
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- 2024
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14. Changes in Outpatient Healthcare Utilization and Costs Following Mild Traumatic Brain Injury Among Service Members in the Military Health System by Preexisting Behavioral Health Condition Status.
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Hoover P, Adirim-Lanza A, Adams RS, Dismuke-Greer CE, French LM, and Caban J
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- Humans, Retrospective Studies, Outpatients, Patient Acceptance of Health Care, Brain Concussion therapy, Brain Concussion rehabilitation, Military Personnel psychology, Military Health Services
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Objective: To evaluate changes in healthcare utilization and cost following an index mild traumatic brain injury (mTBI) diagnosis among service members (SMs). We hypothesized that differences in utilization and cost will be observed by preexisting behavioral health (BH) diagnosis status., Setting: Direct care outpatient healthcare facilities within the Military Health System., Participants: A total of 21 984 active-duty SMs diagnosed with an index mTBI diagnosis between 2017 and 2018., Design: This retrospective study analyzed changes in healthcare utilization and cost in military treatment facilities among SMs with an index mTBI diagnosis. Encounter records 1 year before and after mTBI were assessed; preexisting BH conditions were identified in the year before mTBI., Main Measures: Ordinary least squares regressions evaluated difference in the average change of total outpatient encounters and costs among SMs with and with no preexisting BH conditions (eg, posttraumatic stress disorder, adjustment disorder). Additional regressions explored changes in utilization and cost within clinic types (eg, mental health, physical rehabilitation)., Results: There was a 39.5% increase in overall healthcare utilization during the following year, representing a 34.8% increase in total expenditures. Those with preexisting BH conditions exhibited smaller changes in overall utilization (β, -4.9; [95% confidence interval (CI), -6.1 to -3.8]) and cost (β, $-1873; [95% CI, $-2722 to $-1024]), compared with those with no BH condition. The greatest differences were observed in primary care clinics, in which those with prior BH conditions exhibited an average decreased change of 3.2 encounters (95% CI, -3.5 to -3) and reduced cost of $544 (95% CI, $-599 to $-490) compared with those with no prior BH conditions., Conclusion: Despite being higher utilizers of healthcare services both pre- and post-mTBI diagnosis, those with preexisting BH conditions exhibited smaller changes in overall cost and utilization. This highlights the importance of considering prior utilization and cost when evaluating the impact of mTBI and other injury events on the Military Health System., Competing Interests: This research is part of IRB protocol #21-13051 with the Walter Reed Institutional Review Board. The views, opinions, and/or findings expressed in this article are those of the authors and do not reflect the official policy of the Department of Army/Navy/Air Force, Department of Defense, Department of Veterans Affairs, or the US Government. In addition, the authors have no conflicts of interest to declare. Dr Adams and Andrew Adirim-Lanza consult for TIAG in support of NICoE under contract N65236-DHA-NICoE-MID. The authors declare no conflicts of interest., (Copyright © 2023 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2023
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15. Alternative Structure Models of the Traumatic Brain Injury Rehabilitation Needs Survey: A Veterans Affairs TBI Model Systems Study.
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Silva MA, Miles SR, O'Neil-Pirozzi TM, Arciniegas DB, Klocksieben F, Dismuke-Greer CE, Walker WC, and Nakase-Richardson R
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- Humans, Longitudinal Studies, Cohort Studies, Surveys and Questionnaires, Veterans, Brain Injuries, Traumatic rehabilitation, Military Personnel
- Abstract
Objective: To explore the factor structure of the Rehabilitation Needs Survey (RNS)., Design: Secondary analysis of observational cohort study who were 5-years post-traumatic brain injury (TBI)., Setting: Five Inpatient Rehabilitation Facilities., Participants: Veterans enrolled in the TBI Model Systems longitudinal study who completed the RNS at 5-year follow-up (N=378)., Main Outcome Measure(s): RNS., Results: RNS factor structure was examined with exploratory factor analysis (EFA) with oblique rotation. Analyses returned 2- and 3-factor solutions with Cronbach alphas ranging from 0.715 to 0.905 and corrected item-total correlations that ranged from 0.279 to 0.732. The 2-factor solution accounted for 61.7% of the variance with ≥3 exclusively loading items on each factor with acceptable internal consistency metrics and was selected as the most parsimonious and clinically applicable model. Ad hoc analysis found the RNS structure per the EFA corresponded with elements of the International Classification of Functioning, Disability and Health (ICF) conceptual framework. All factors had adequate internal consistency (α≥0.70) and 20 of the 21 demonstrated good discrimination (corrected item-total correlations≥0.40)., Conclusions: The 2-factor solution of the RNS appears to be a useful model for enhancing its clinical interpretability. Although there were cross-loading items, they refer to complex rehabilitation needs that are likely influenced by multiple factors. Alternatively, there are items that may require alteration and redundant items that should be considered for elimination., (Published by Elsevier Inc.)
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- 2023
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16. Effect of Post-traumatic Amnesia Duration on Traumatic Brain Injury (TBI) First Year Hospital Costs: A Veterans Affairs Traumatic Brain Injury Model Systems Study.
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Dismuke-Greer CE, Almeida EJ, Silva MA, Dams-O'Connor K, Rocek G, Phillips LM, Del Negro A, Walker WC, and Nakase-Richardson R
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- Male, Humans, Adult, Female, Hospitalization, Hospitals, Amnesia, Veterans, Brain Injuries, Traumatic rehabilitation, Multiple Trauma
- Abstract
Objective: To examine the association between severity of traumatic brain injury (TBI) as measured by duration of post-traumatic amnesia (PTA) and first year hospitalization costs for service members and veterans (SMVs) treated for TBI at Polytrauma Rehabilitation Centers (PRCs) within the Veterans Health Administration (VHA)., Design: Multivariable models of merged datasets from the VA TBI Model Systems (VA TBIMS) national database containing TBI clinical characterization including PTA with VHA hospital cost data., Setting: Five VA PRCs., Participants: VA TBIMS participants with known PTA who received inpatient rehabilitation within 1 year of their TBI at any of 5 PRCs between 2010 and 2020 (N=717)., Interventions: N/A., Main Outcome Measures: Total, acute care, rehabilitation, intensive care unit (ICU), and surgery costs across all VA hospitals., Results: A total of 717 SMVs (mean age 36.9 years, 94.1% men, 76.8% non-Hispanic White, 7.8% active duty) met inclusion criteria for the unadjusted analyses. Unadjusted mean total hospital costs in the first-year post TBI were approximately $201,214 higher for those with PTA duration ≥24 hours ($351,157) than PTA <24 hours ($149,943). In adjusted models (n=583), each additional day of PTA duration incrementally increased total ($1453), rehabilitation ($1324), ICU ($78), and surgery ($39) costs. Other significant covariates included age, acute care length of stay, Disability Rating Scale on rehabilitation admission, penetrating violent cause of injury, and drug abuse., Conclusions: This study demonstrates that PTA as a quantitative measure of TBI severity significantly affects first-year hospitalization costs of SMVs treated at PRCs. Each additional day of PTA was associated with higher total, rehabilitation, ICU, and surgery costs. Mean first year hospital costs were also found to exceed the highest budget allocation to VHA facilities for a veteran treated at a PRC. These findings have possible implications for hospital care provision for those receiving inpatient rehabilitation in VHA settings., (Published by Elsevier Inc.)
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- 2023
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17. Rural and urban differences in the implementation of Virtual Integrated Patient-Aligned Care Teams.
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Oh A, Scott JY, Chow A, Jiang H, Dismuke-Greer CE, Gujral K, and Yoon J
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- Humans, United States, Workforce, Rural Population, Patient Care Team, United States Department of Veterans Affairs, Health Services Accessibility, Telemedicine, Veterans
- Abstract
Purpose: Workforce shortages contribute to geographic disparities in accessing primary care services. An innovative, clinic-to-clinic videoconferencing telehealth program in the Veterans Health Administration (VHA) called the Virtual Integrated Patient-Aligned Care Teams (V-IMPACT) was designed to increase veterans' access to primary care and relieve workforce shortages in VA primary care clinics, including in many rural areas. This paper describes trends in clinic sites and veteran uptake of the V-IMPACT program, a model that delivered remote, team-based primary care services, from fiscal years (FY)2013-2018., Methods: This observational study used VHA administrative data to compare program uptake, measured by the program penetration rate (percent of patients using V-IMPACT services in each site) across sites; and characteristics for V-IMPACT users versus nonusers for 2,155,203 veteran-years in 69 sites across 7 regional networks for FY2013-2018. Regression models assessed the association between V-IMPACT use and veteran characteristics within sites., Findings: Across sites, V-IMPACT had higher penetration in rural sites (8%) and primary care community-based outpatient clinics (7%, P<.001). After adjusting for veteran characteristics, rural veterans (aOR = 1.05; P = .02) and veterans with higher comorbidity risk scores (aOR = 1.08; P<.001) were independently associated with V-IMPACT use. Highly rural veterans (OR = 0.60; P<.001) and veterans who lived ≥40 miles from the closest VHA primary care site (OR = 0.86; P<.001) were less likely to be a V-IMPACT user., Conclusions: A clinic-to-clinic telehealth program, such as V-IMPACT, was able to reach many rural sites, rural veterans, and veterans in primary care health professional shortage areas. V-IMPACT has the potential to increase access to team-based primary care., (Published 2022. This article is a U.S. Government work and is in the public domain in the USA.)
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- 2023
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18. Association Between Traumatic Brain Injury and Subsequent Cardiovascular Disease Among Post-9/11-Era Veterans.
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Stewart IJ, Amuan ME, Wang CP, Kennedy E, Kenney K, Werner JK, Carlson KF, Tate DF, Pogoda TK, Dismuke-Greer CE, Wright WS, Wilde EA, and Pugh MJ
- Subjects
- Male, Humans, United States epidemiology, Adult, Cohort Studies, Retrospective Studies, Iraq War, 2003-2011, Afghan Campaign 2001-, Veterans, Cardiovascular Diseases epidemiology, Brain Injuries, Traumatic epidemiology, Brain Injuries, Traumatic complications
- Abstract
Importance: Traumatic brain injury (TBI) was common among US service members deployed to Iraq and Afghanistan. Although there is some evidence to suggest that TBI increases the risk of cardiovascular disease (CVD), prior reports were predominantly limited to cerebrovascular outcomes. The potential association of TBI with CVD has not been comprehensively examined in post-9/11-era veterans., Objective: To determine the association between TBI and subsequent CVD in post-9/11-era veterans., Design, Setting, and Participants: This was a retrospective cohort study conducted from October 1, 1999, to September 30, 2016. Participants were followed up until December 31, 2018. Included in the study were administrative data from the US Department of Veterans Affairs and the Department of Defense from the Long-term Impact of Military-Relevant Brain Injury Consortium-Chronic Effects of Neurotrauma Consortium. Participants were excluded if dates did not overlap with the study period. Data analysis was conducted between November 22, 2021, and June 28, 2022., Exposures: History of TBI as measured by diagnosis in health care records., Main Outcomes and Measures: Composite end point of CVD: coronary artery disease, stroke, peripheral artery disease, and cardiovascular death., Results: Of the 2 530 875 veterans from the consortium, after exclusions, a total of 1 559 928 veterans were included in the analysis. A total of 301 169 veterans (19.3%; median [IQR] age, 27 [23-34] years; 265 217 male participants [88.1]) with a TBI history and 1 258 759 veterans (80.7%; median [IQR] age, 29 [24-39] years; 1 012 159 male participants [80.4%]) without a TBI history were included for analysis. Participants were predominately young (1 058 054 [67.8%] <35 years at index date) and male (1 277 376 [81.9%]). Compared with participants without a history of TBI, diagnoses of mild TBI (hazard ratio [HR], 1.62; 95% CI, 1.58-1.66; P < .001), moderate to severe TBI (HR, 2.63; 95% CI, 2.51-2.76; P < .001), and penetrating TBI (HR, 4.60; 95% CI, 4.26-4.96; P < .001) were associated with CVD in adjusted models. In analyses of secondary outcomes, all severities of TBI were associated with the individual components of the composite outcome except penetrating TBI and CVD death., Conclusions and Relevance: Results of this cohort study suggest that US veterans with a TBI history were more likely to develop CVD compared with veterans without a TBI history. Given the relatively young age of the cohort, these results suggest that there may be an increased burden of CVD as these veterans age and develop other CVD risk factors. Future studies are needed to determine if the increased risk associated with TBI is modifiable.
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- 2022
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19. Characteristics Associated With Perceived Underemployment Among Participants With Spinal Cord Injury.
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Krause JS, Dismuke-Greer CE, and Reed K
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Objective: To identify job characteristics related to perceived underemployment among people with spinal cord injury (SCI), while controlling for demographic, injury, and educational factors., Design: Cross-sectional, logistic regression with predicted probabilities of underemployment ., Setting: Medical University in the Southeastern United States., Participants: 952 were adults with traumatic SCI, all of whom were a minimum of 1-year post-injury and employed at the time of the study. They averaged 46.7 years of age, the majority were male (70.5%), and over half (52%) were ambulatory (N=952)., Interventions: Not applicable., Main Outcome Measures: Perceived underemployment was defined and measured by a dichotomous variable (yes/no)., Results: Demographic, injury, and educational factors explained only 4.8% of the variance in underemployment, whereas the full model explained 21.8%. Underemployment was significantly lower for women (odds ratio [OR]=0.66, 95% confidence interval [CI; .44, .98]), those who were either married or in a nonmarried couple (OR=0.63, 95% CI [.42, .93]), those with health benefits (OR=0.58, 95% CI [.37, .91]) and higher for those with lower earnings and occupations in the category of sales, professional/managerial. Postsecondary educational milestones, having received a promotion or recognition, and working full time were not identified as significant predictors in the multivariate model, although each was significantly related to a lower likelihood of underemployment when using a restricted model that controls only for demographics, SCI, and educational status (rather than all variables simultaneously). Age, years since injury, and injury severity were not significant., Conclusion: Underemployment is a concern among people with SCI and is more prevalent in low-paying jobs, without benefits, and opportunities for recognition and promotion. Vocational counseling strategies need to promote quality employment, including jobs with recognition and benefits., (© 2022 Published by Elsevier Inc. on behalf of American Congress of Rehabilitation Medicine.)
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- 2022
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20. A Primary Care Telehealth Pilot Program to Improve Access: Associations with Patients' Health Care Utilization and Costs.
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Gujral K, Scott JY, Ambady L, Dismuke-Greer CE, Jacobs J, Chow A, Oh A, and Yoon J
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- Humans, Patient Acceptance of Health Care, Pilot Projects, Primary Health Care, Telemedicine, Veterans psychology
- Abstract
Background: The Veterans Health Administration (VHA) piloted an innovative video telehealth program called Virtual Integrated Multisite Patient Aligned Care Teams (V-IMPACT) in fiscal year (FY) 2014. V-IMPACT set up one regional "hub" site where primary care (PC) teams provided regular PC through telehealth services to patients in outlying "spoke" sites that experienced gaps in provider coverage. We evaluated associations between clinic-level adoption of V-IMPACT and patients' utilization and VHA's costs for primary, emergency, and inpatient care. Materials and Methods: This observational study used repeated cross-sections of 208,612 unique veteran patients assigned to a PC team in 22 V-IMPACT spoke sites from FY2013 to FY2018. V-IMPACT adoption in a spoke site was indicated if more than 1% of patients assigned to PC in a site used V-IMPACT services during the year. Association between V-IMPACT adoption and outcomes were assessed using mixed-effects models. Results: V-IMPACT adoption was associated with increased telehealth visits for PC (incidence rate ratio [IRR] = 2.42 [1.29 to 4.55]) and for primary care mental health integration (IRR = 7.25 [2.69 to 19.54]). V-IMPACT adoption was not associated with in-person visits, or with total visits (in-person plus video telehealth). V-IMPACT adoption was also not associated with acute hospital stays, emergency department visits, or VHA costs. Conclusions: Programs such as VHA's V-IMPACT can increase telehealth visits for PC, allowing successful transition across modalities and facilitating continuity of care without impacting total care. Programs should track substitution of in-person visits with telehealth visits and examine its effects on patients' health outcomes, satisfaction, and travel costs.
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- 2022
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21. Economic impact of comorbid TBI-dementia on VA facility and non-VA facility costs, 2000-2020.
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Dismuke-Greer CE, Esmaeili A, Karmarkar AM, Davis B, Garcia C, Pugh MJ, and Yaffe K
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- Cohort Studies, Comorbidity, Humans, United States epidemiology, United States Department of Veterans Affairs, Brain Injuries, Traumatic complications, Dementia epidemiology, Dementia etiology, Veterans
- Abstract
Objective: There is evidence Traumatic Brain Injury (TBI) is associated with increased risk of dementia (D). We compared VA and non-VA facility costs associated with TBI+D and each diagnosis alone, relative to neither diagnosis, annually and over time, 2000-2020., Methods: We estimated adjusted panel models of annual VHA costs in VA and non-VA facilities, stratified by age, and by TBI-dementia status. We also estimated cost for the TBI+D cohort by time since TBI and dementia diagnoses. All costs were 2021 inflation adjusted., Results: Veterans <65 ($30,736) and ≥65 ($15,650) with TBI+D, while veterans <65 ($3,379) and ≥65 ($4,252) with TBI-only had higher annual total VHA costs, relative to neither diagnosis. Veterans with TBI+D < 65 ($42,864) and ≥65 ($72,424) had higher costs in years≥15 after TBI diagnosis, while <65 ($36,431) and ≥65 ($37,589) had higher costs in years ≥10 after dementia diagnosis., Conclusions: The main cost driver was inpatient non-VA facility costs. Veterans had continuously increasing inpatient care costs in non-VA facilities over time since their TBI and dementia diagnoses. Given budget constraints on the VA system, quality of care in non-VA facilities warrants comparison with VA facilities to make informed decisions regarding referrals to non-VA facilities.
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- 2022
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22. Barriers and Facilitators to Employment: A Comparison of Participants With Multiple Sclerosis and Spinal Cord Injury.
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Krause JS, Li C, Backus D, Jarnecke M, Reed K, Rembert J, Rumrill P, and Dismuke-Greer CE
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- Adult, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Self Report, Southeastern United States, Employment, Multiple Sclerosis physiopathology, Rehabilitation, Vocational, Spinal Cord Injuries physiopathology
- Abstract
Objective: To compare self-reported barriers and facilitators to employment among employed and unemployed participants with multiple sclerosis (MS) and spinal cord injury (SCI)., Design: Cross-sectional study using self-report assessment obtained by mail or online., Setting: Medical university in the southeastern United States., Participants: Participants (N=2624) identified from either a specialty hospital or a state-based surveillance system in the southeastern United States, including 1234 with MS and 1390 with SCI. All participants were aged <65 years at the time of assessment., Interventions: Not applicable., Main Outcome Measures: Self-reported barriers and facilitators to employment., Results: Overall, the MS participants reported more barriers, particularly stress, cognition, and fatigue, whereas those with SCI were more likely to report not having the proper education and training, resources, transportation, and attendant care. Follow-up analyses broken down by employment status indicated that several barriers and facilitators were significantly related to diagnosis for either employed or unemployed participants, but not both. Among those employed, participants with SCI were more likely to report they could not do the same types of jobs as they could pre-SCI and those with MS were more likely to state that they did not know much about jobs for people with disabilities (no differences were noted for these variables among unemployed participants). Unemployed individuals with SCI were more likely to report that the jobs for which they were trained were not accessible., Conclusions: The primary barriers for individuals with MS revolve around the condition itself, whereas the barriers for SCI appear to be more related to modifiable factors. Vocational rehabilitation specialists need to identify diagnostic-specific barriers to promote employment outcomes., (Copyright © 2021. Published by Elsevier Inc.)
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- 2021
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23. Cost-effectiveness of financial incentives to improve glycemic control in adults with diabetes: A pilot randomized controlled trial.
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Egede LE, Walker RJ, Dismuke-Greer CE, Pyzyk S, Dawson AZ, Williams JS, and Campbell JA
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- Adult, Glycated Hemoglobin analysis, Humans, Male, Middle Aged, Treatment Outcome, Cost-Benefit Analysis, Diabetes Mellitus, Type 2 economics, Glycemic Control economics
- Abstract
Purpose: Determine the cost-effectiveness of three financial incentive structures in obtaining a 1% within group drop in HbA1c among adults with diabetes., Methods: 60 African Americans with type 2 diabetes were randomized to one of three financial incentive structures and followed for 3-months. Group 1 (low frequency) received a single incentive for absolute HbA1c reduction, Group 2 (moderate frequency) received a two-part incentive for home testing of glucose and absolute HbA1c reduction and Group 3 (high frequency) received a multiple component incentive for home testing, attendance of weekly telephone education classes and absolute HbA1c reduction. The primary clinical outcome was HbA1c reduction within each arm at 3-months. Cost for each arm was calculated based on the cost of the intervention, cost of health care visits during the 3-month time frame, and cost of workdays missed from illness. Incremental cost effectiveness ratios (ICER) were calculated based on achieving a 1% within group drop in HbA1c and were bootstrapped with 1,000 replications., Results: The ICER to decrease HbA1c by 1% was $1,100 for all three arms, however, bootstrapped standard errors differed with Group 1 having twice the variation around the ICER coefficient as Groups 2 and 3. ICERs were statistically significant for Groups 2 and 3 (p<0.001) indicating they are cost effective interventions., Conclusions: Given ICERs of prior diabetes interventions range from $1,000-$4,000, a cost of $1,100 per 1% within group decrease in HbA1c is a promising intervention. Multi-component incentive structures seem to have the least variation in cost-effectiveness., Competing Interests: The authors declare that they have no competing interests.
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- 2021
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24. Impulsivity and Medical Care Utilization in Veterans Treated for Substance Use Disorder.
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Bjork JM, Reisweber J, Burchett JR, Plonski PE, Konova AB, Lopez-Guzman S, and Dismuke-Greer CE
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- Hospitalization, Humans, Impulsive Behavior, Inpatients, United States, United States Department of Veterans Affairs, Substance-Related Disorders therapy, Veterans
- Abstract
Background: Impulsivity has been defined by acting rashly during positive mood states (positive urgency; PU) or negative mood states (negative urgency; NU) and by excessive de-valuation of deferred rewards. These behaviors reflect a "live in the now" mentality that is not only characteristic of many individuals with severe substance use disorder (SUD) but also impedes medical treatment compliance and could result in repeated hospitalizations or other poor health outcomes. Purpose/objectives: We sought preliminary evidence that impulsivity may relate to adverse health outcomes in the veteran population. Impulsivity measured in 90 veterans receiving inpatient or outpatient SUD care at a Veterans Affairs Medical Center was related to histories of inpatient/residential care costs, based on VA Health Economics Resource Center data. Results: We found that positive urgency, lack of persistence and lack of premeditation, but not sensation-seeking or preference for immediate or risky rewards, were significantly higher in veterans with a history of one or more admissions for VA-based inpatient or residential health care that either included ( n = 30) or did not include ( n = 29) an admission for SUD care. Among veterans with a history of inpatient/residential care for SUD, NU and PU, but not decision-making behavior, correlated with SUD care-related costs. Conclusions/Importance: In veterans receiving SUD care, questionnaire-assessed trait impulsivity (but not decision-making) related to greater care utilization within the VA system. This suggests that veterans with high impulsivity are at greater risk for adverse health outcomes, such that expansion of cognitive interventions to reduce impulsivity may improve their health.
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- 2021
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25. Lowering the impact of food insecurity in African American adults with type 2 diabetes mellitus (LIFT-DM) - Study protocol for a randomized controlled trial.
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Walker RJ, Knapp RG, Dismuke-Greer CE, Walker RE, Ozieh MN, and Egede LE
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- Adult, Food Insecurity, Health Behavior, Humans, Poverty, Randomized Controlled Trials as Topic, Black or African American, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 therapy
- Abstract
Background: There is strong evidence that disparities in the burden of diabetes exist by both race and poverty. Food insecurity, or an inability to or limitation in accessing nutritionally adequate food, is an important modifiable social determinant of health, particularly in adults with chronic disease. African Americans are more likely to be diagnosed with diabetes and more likely than whites to be food insecure., Methods: We describe a 4-year ongoing randomized controlled trial, which will test the separate and combined efficacy of monthly food vouchers and monthly food stock boxes layered upon diabetes education in improving glycemic control in low income, food insecure, African Americans with type 2 diabetes mellitus using a 2 × 2 factorial design. Three hundred African American adults with clinical diagnosis of diabetes and HbA1c ≥ 8% will be randomized into one of four groups: 1) diabetes education alone; 2) diabetes education plus food vouchers; 3) diabetes education plus stock boxes; and 4) diabetes education plus combined food vouchers and stock boxes. Our primary hypothesis is: among low-income, food insecure, African Americans with type 2 diabetes, those receiving diabetes education enhanced with food supplementation (food vouchers alone, stock boxes alone, or combination) will have significantly greater reduction in HbA1c at 12 months compared to those receiving diabetes education only., Discussion: Results from this study will yield valuable insight currently lacking on how best to design and deliver diabetes interventions to low-income, food insecure, African Americans with diabetes that takes into account both clinical and social determinants of health., Trial Registration: This study was registered on November 29, 2019 with the United States National Institutes of Health Clinical Trials Registry (ClinicalTrials.gov identifier# NCT04181424)., (Copyright © 2020 Elsevier Inc. All rights reserved.)
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- 2020
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26. Cost-Benefit Analysis From the Payor's Perspective for Screening and Diagnosing Obstructive Sleep Apnea During Inpatient Rehabilitation for Moderate to Severe TBI.
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Nakase-Richardson R, Hoffman JM, Magalang U, Almeida E, Schwartz DJ, Drasher-Phillips L, Ketchum JM, Whyte J, Bogner J, and Dismuke-Greer CE
- Subjects
- Adult, Age Factors, Aged, Aged, 80 and over, Body Mass Index, Body Weights and Measures, Cost-Benefit Analysis, Female, Glasgow Coma Scale, Humans, Inpatients, Male, Middle Aged, Polysomnography, Sex Factors, Snoring, Socioeconomic Factors, Brain Injuries, Traumatic rehabilitation, Mass Screening economics, Sleep Apnea, Obstructive diagnosis
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Objective: To describe the cost benefit of 4 different approaches to screening for sleep apnea in a cohort of participants with moderate to severe traumatic brain injury (TBI) receiving inpatient rehabilitation from the payor's perspective., Design: A cost-benefit analysis of phased approaches to sleep apnea diagnosis., Setting: Six TBI Model System Inpatient Rehabilitation Centers., Participants: Trial data from participants (N=214) were used in analyses (mean age 44±18y, 82% male, 75% white, with primarily motor vehicle-related injury [44%] and falls [33%] with a sample mean emergency department Glasgow Coma Scale of 8±5)., Intervention: Not applicable., Main Outcome: Cost benefit., Results: At apnea-hypopnea index (AHI) ≥15 (34%), phased modeling approaches using screening measures (Snoring, Tired, Observed, Blood Pressure, Body Mass Index, Age, Neck Circumference, and Gender [STOPBANG] [-$5291], Multivariable Apnea Prediction Index MAPI [-$5262]) resulted in greater cost savings and benefit relative to the portable diagnostic approach (-$5210) and initial use of laboratory-quality polysomnography (-$5,011). Analyses at AHI≥5 (70%) revealed the initial use of portable testing (-$6323) relative to the screening models (MAPI [-$6250], STOPBANG [-$6237) and initial assessment with polysomnography (-$5977) resulted in greater savings and cost-effectiveness., Conclusions: The high rates of sleep apnea after TBI highlight the importance of accurate diagnosis and treatment of this comorbid disorder. However, financial and practical barriers exist to obtaining an earlier diagnosis during inpatient rehabilitation hospitalization. Diagnostic cost savings are demonstrated across all phased approaches and OSA severity levels with the most cost-beneficial approach varying by incidence of OSA., (Published by Elsevier Inc.)
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- 2020
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27. Employment status, hours working, and gainful earnings after spinal cord injury: relationship with pain, prescription medications for pain, and nonprescription opioid use.
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Krause JS, Dismuke-Greer CE, Reed KS, and Li C
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- Adult, Analgesics, Opioid therapeutic use, Chronic Pain drug therapy, Chronic Pain etiology, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Self Report, Southeastern United States epidemiology, Spinal Cord Injuries complications, Analgesics therapeutic use, Chronic Pain epidemiology, Drug Prescriptions statistics & numerical data, Employment statistics & numerical data, Income statistics & numerical data, Registries statistics & numerical data, Spinal Cord Injuries epidemiology
- Abstract
Study Design: Cross-sectional self-report assessment. Econometric modeling., Objectives: Identify the relationship of multiple pain indicators, prescription pain medication, nonprescription opioid use, and multiple indicators of quality employment among those with spinal cord injury (SCI)., Setting: Data were collected at a medical university in the Southeastern United States (US)., Methods: Participants included 4670 adults with traumatic SCI of at least one-year duration who were enrolled in a study of health and longevity. They were identified from three sources including a specialty hospital and two population-based state SCI surveillance systems. Econometric modeling was used for three outcome variables: employment status, hours per week spent working, and earnings., Results: Several pain parameters were significantly related to multiple employment outcomes. Prescription medication to treat pain was associated with lower odds of employment, fewer hours working, and lower conditional earnings. Nonprescription opioid use was only related to fewer hours working. Painful days, number of painful conditions, and pain intensity were all related to employment outcomes, but the pattern varied by outcome. The number of painful conditions was most consistently related to employment. Multiple demographic, injury, and educational factors were related to employment, with better outcomes among those with less severe SCI and greater educational achievements., Conclusions: The presence of significant pain and use of either prescription pain medications or the use of nonprescription opioids may have a significant adverse effect on both the probability of employment and quality of employment. Rehabilitation and vocational professionals should routinely assess pain and associated medications in vocational and career planning.
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- 2020
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28. Impact of the Affordable Care Act Medicaid Expansion on Access to Care and Hospitalization Charges for Lupus Patients.
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Brown EA, Dismuke-Greer CE, Ramakrishnan V, Faith TD, and Williams EM
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- Adult, Female, Health Services Accessibility economics, Hospitalization economics, Humans, Interrupted Time Series Analysis economics, Interrupted Time Series Analysis trends, Lupus Erythematosus, Systemic economics, Lupus Erythematosus, Systemic therapy, Male, Medicaid economics, Middle Aged, Patient Protection and Affordable Care Act economics, Retrospective Studies, United States epidemiology, Young Adult, Health Services Accessibility trends, Hospital Charges trends, Hospitalization trends, Lupus Erythematosus, Systemic epidemiology, Medicaid trends, Patient Protection and Affordable Care Act trends
- Abstract
Objective: To examine the impact of the Affordable Care Act on preventable hospitalizations and associated charges for patients living with systemic lupus erythematosus, before and after Medicaid expansion., Methods: A retrospective, quasi-experimental study, using an interrupted time series research design, was conducted to analyze data for 8 states from the Healthcare Cost and Utilization Project state inpatient databases. Lupus hospitalizations with a principal diagnosis of predetermined ambulatory-care sensitive (ACS) conditions were the unit of primary analysis. The primary outcome variable was access to care measured by preventable hospitalizations caused by an ACS condition., Results: There were 204,150 lupus hospitalizations in the final analysis, with the majority (53.5%) of lupus hospitalizations in states that did not expand Medicaid. In unadjusted analysis, Medicaid expansion states had significantly lower odds of having preventable lupus hospitalizations (odds ratio [OR] 0.958); however, after adjusting for several covariates, Medicaid expansion states had increased odds of having preventable lupus hospitalizations (OR 1.302). Adjusted analysis showed that those individuals with increased age, public insurance (Medicare or Medicaid), no health insurance, rural residence, or low income had significantly higher odds of having a preventable lupus hospitalization. States that expanded Medicaid had $523 significantly more charges than states that did not expand Medicaid. Older age and rural residence were associated with significantly higher charges., Conclusion: Our findings suggest that while Medicaid expansion increased health insurance coverage, it did not address other issues related to access to care that could reduce the number of preventable hospitalizations., (© 2019, American College of Rheumatology.)
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- 2020
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29. Employment and Job Benefits Among Those With Spinal Cord Dysfunction: A Comparison of People With Spinal Cord Injury and Multiple Sclerosis.
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Krause JS, Dismuke-Greer CE, Reed KS, and Rumrill P
- Subjects
- Adult, Cross-Sectional Studies, Educational Status, Female, Humans, Insurance, Health statistics & numerical data, Male, Middle Aged, Models, Econometric, Southeastern United States epidemiology, Employment statistics & numerical data, Multiple Sclerosis epidemiology, Salaries and Fringe Benefits statistics & numerical data, Spinal Cord Injuries epidemiology
- Abstract
Objective: (1) Identify the proportion of participants with spinal cord dysfunction (SCD) reporting each of 10 job benefits and compare the proportions between participants with spinal cord injury (SCI) and multiple sclerosis (MS); and (2) examine if diagnostic criteria, demographics, education level, and functional limitations are associated with the number of job benefits received., Design: Econometric modeling of cross-sectional data using a 2-step data analytic model of employment and job benefits., Setting: Medical university in the southeastern United States., Participants: Participants (N=2624) were identified from the southeastern United States. After eliminating those age 65 and older, there were 2624 adult participants with SCD; 1234 had MS and 1390 had SCI., Interventions: Not applicable., Main Outcome Measures: Current employment status; number of benefits received and specific benefits received., Results: A greater proportion of participants with MS received benefits, with significant differences observed on all but 1 type of benefit. Among those who were employed, a greater number of benefits was associated with having MS, greater education, younger age, married or in an unmarried couple, and not having functional restrictions with cognition, doing errands, or shopping alone in the community, and walking., Conclusions: Employed participants with MS were more likely to receive job benefits, indicative of a higher quality of employment, compared to participants with SCI. Employment without benefits is a form of underemployment that disproportionately affects individuals with many of the same characteristics that initially lead to disparities in probability of gainful employment., (Copyright © 2019 American Congress of Rehabilitation Medicine. Published by Elsevier Inc. All rights reserved.)
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- 2019
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30. Employment and Gainful Earnings Among Those With Multiple Sclerosis.
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Krause JS, Dismuke-Greer CE, Jarnecke M, Li C, Reed KS, and Rumrill P
- Subjects
- Adult, Black or African American statistics & numerical data, Age of Onset, Cognitive Dysfunction etiology, Cross-Sectional Studies, Educational Status, Fatigue etiology, Female, Humans, Male, Middle Aged, Multiple Sclerosis, Chronic Progressive diagnosis, Multiple Sclerosis, Chronic Progressive psychology, Multiple Sclerosis, Relapsing-Remitting diagnosis, Multiple Sclerosis, Relapsing-Remitting psychology, Severity of Illness Index, Sex Factors, Symptom Assessment, White People statistics & numerical data, Young Adult, Employment statistics & numerical data, Income, Multiple Sclerosis, Chronic Progressive complications, Multiple Sclerosis, Relapsing-Remitting complications
- Abstract
Objective: To identify demographic, educational, and disease-related characteristics associated with the odds of employment and earnings among participants with multiple sclerosis (MS)., Design: Cross-sectional using self-report assessment obtained by mail or online., Setting: Medical university in the southeastern United States., Participants: Participants with MS (N=1059) were enrolled from a specialty hospital in the southeastern United States. All were adults younger than 65 years at the time of assessment., Interventions: Not applicable., Main Outcome Measures: Current employment status and earnings., Results: MS factors were highly related to employment, yet not as strongly to conditional earnings. Those with no symptoms reported 6.25 greater odds of employment than those with severe current symptoms. Compared with those with progressive MS, those with relapsing or remitting had greater odds of employment (odds ratio [OR]=2.24). Participants with no perceived cognitive impairment had 1.83 greater odds of employment than those with moderate to severe perceived cognitive impairment. Those with <10 years since MS diagnosis had 2.74 greater odds of employment compared with those with >20 years since diagnosis. An absence of problematic fatigue was highly related to the probability of employment (OR=5.01) and higher conditional earnings ($14,454), whereas the remaining MS variables were unrelated to conditional earnings. For non-MS variables, education was highly related to employment status and conditional earnings, because those with a postgraduate degree had 2.87 greater odds of employment and $44,346 greater conditional earnings than those with no more than a high school certificate. Non-Hispanic whites had 2.22 greater odds of employment and $16,118 greater conditional earnings than non-Hispanic blacks, and men reported $30,730 more in conditional earnings than women., Conclusions: MS indicators were significantly associated with employment status including time since diagnosis, fatigue, symptom severity, and presence of cognitive impairment. However, among those who were employed, conditional earnings were less highly related to these factors and more highly related to educational attainment., (Copyright © 2018 American Congress of Rehabilitation Medicine. Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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31. Coming Complications of Nonalcoholic Fatty Liver Disease: Time to GNASH Your Teeth.
- Author
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Dismuke-Greer CE and Syn WK
- Subjects
- Cost of Illness, Humans, Inpatients, Obesity, Metabolic Syndrome, Non-alcoholic Fatty Liver Disease
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- 2019
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32. Comorbid TBI-depression costs in veterans: a chronic effect of neurotrauma consortium (CENC) study.
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Dismuke-Greer CE, Gebregziabher M, Byers AL, Taber D, Axon N, Yaffe K, and Egede LE
- Abstract
Background: The U.S. Veterans Health Administration (VHA) provides depression treatment to veterans with Traumatic Brain Injury (TBI). VHA costs of comorbid TBI-depression were estimated by Operation Enduring Freedom/Operation Iraqi Freedom (OEF/OIF) status over 14 years., Methods: VHA-USING veterans with TBI DIAGNOSED IN 2000-2010 were followed through FY2014. TBI severity was determined using the Department of Defense criteria. Depression was identified by the Elixhauser algorithm. Generalized linear and seemingly unrelated regression models were used to estimate the impact of depression on annual per veteran and total VHA inpatient, outpatient, and pharmaceutical costs, by OEF/OIF status., Results: A total of 66.57% of pre-OEF/OIF and 87.46% of OEF/OIF veterans had depression. Depression was estimated to increase annual total ($1,847), outpatient ($1,558), and pharmaceutical ($287) costs for pre-OEF/OIF, and $1,228, $1,685, and $191 for OEF/OIF veterans. However, depression was estimated to lower annual inpatient costs by $648 per OEF/OIF veteran. The annual VHA cost for all veterans with comorbid TBI-depression was estimated at $1,101,329,953., Conclusions: The estimated annual cost for Veterans with comorbid TBI-depression was more than $1 billion. TBI and depression screening/treatment may result in reduced inpatient VHA costs in OEF/OIF veterans exposed to TBI. VHA policymakers should consider screening for TBI and depression in pre-OEF/OIF veterans.
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- 2018
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33. Geographic Disparities in Mortality Risk Within a Racially Diverse Sample of U.S. Veterans with Traumatic Brain Injury.
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Dismuke-Greer CE, Gebregziabher M, Ritchwood T, Pugh MJ, Walker RJ, Uchendu US, and Egede LE
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Purpose: Traumatic brain injury (TBI) is a signature injury among the U.S. veterans. Hispanic U.S. veterans diagnosed with TBI have been found to have higher risk-adjusted mortality. This study examined the adjusted association of geographic location with all-cause mortality in 114,593 veterans diagnosed with TBI between January 1, 2000 and December 31, 2010, and followed through December 31, 2014. Methods: National Veterans Health Administration (VHA) databases containing administrative data including International Classification of Diseases, 9th Revision ( ICD-9 ) codes, sociodemographic characteristics, and survival were linked. TBI was identified based on ICD-9 codes. Cox proportional hazards regression methods were used to examine the association of time from first TBI ICD-9 code to death with geographic location, after adjustment for TBI severity, race/ethnicity, other sociodemographic characteristics, military factors, and Elixhauser comorbidities. Results: Relative to urban mainland veterans with a median survival of 76.4 months, veterans living in the U.S. territories had a median survival of 69.1 months, whereas rural mainland veterans had a median survival of 77.1 months, and highly rural mainland veterans had a mean survival of 77.6 months. The final model adjusted for race/ethnicity, TBI severity, sociodemographic, military, and comorbidity covariates showed that residing in the U.S. territories was associated with a higher risk of death (hazard ratios=1.24; 95% confidence interval 1.15-1.34) relative to residing on the U.S. mainland. The race/ethnicity disparity previously found for the U.S. veterans diagnosed with TBI seems to be accounted for by living in the U.S. territories. Conclusion: The study shows that among veterans with TBI, mortality rates were higher in those who reside in the U.S. territories, even after adjustment. Previous documented higher mortality among Hispanic veterans seems to be explained by residing in the U.S. territories. The VA has a mission of ensuring equitable treatment of all veterans, and should investigate targeted policies and interventions to improve the survival of the U.S. territory veterans diagnosed with TBI., Competing Interests: No competing financial interests exist.
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- 2018
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34. Understanding the impact of mild traumatic brain injury on veteran service-connected disability: results from Chronic Effects of Neurotrauma Consortium.
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Dismuke-Greer CE, Nolen TL, Nowak K, Hirsch S, Pogoda TK, Agyemang AA, Carlson KF, Belanger HG, Kenney K, Troyanskaya M, and Walker WC
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- Adult, Afghan Campaign 2001-, Aged, Disability Evaluation, Female, Humans, Iraq War, 2003-2011, Linear Models, Male, Middle Aged, Mood Disorders epidemiology, Mood Disorders etiology, Psychometrics, Retrospective Studies, Substance-Related Disorders epidemiology, United States, Veterans, Veterans Disability Claims statistics & numerical data, Young Adult, Brain Concussion complications, Brain Injuries, Traumatic complications, Disabled Persons
- Abstract
Objectives: Disability evaluation is complex. The association between mild traumatic brain injury (mTBI) history and VA service-connected disability (SCD) ratings can have implications for disability processes in the civilian population. We examined the association of VA SCD ratings with lifetime mTBI exposure in three models: any mTBI, total mTBI number, and blast-related mTBI., Methods: Participants were 492 Operation Enduring Freedom/Operation Iraqi Freedom/Operation New Dawn veterans from four US VA Medical Centers enrolled in the Chronic Effects of Neurotrauma Consortium study between January 2015 and August 2016. Analyses entailed standard covariate-adjusted linear regression models, accounting for demographic, military, and health-related confounders and covariates., Results: Unadjusted and adjusted results indicated lifetime mTBI was significantly associated with increased SCD, with the largest effect observed for blast-related mTBI. Every unit increase in mTBI was associated with an increase in 3.6 points of percent SCD. However, hazardous alcohol use was associated with lower SCD., Conclusions: mTBI, especially blast related, is associated with higher VA SCD ratings, with each additional mTBI increasing percent SCD. The association of hazardous alcohol use with SCD should be investigated as it may impact veteran health services access and health outcomes. These findings have implications for civilian disability processes.
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- 2018
- Full Text
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