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1.
Psychiatr Serv ; 74(8): 790-800, 2023 08 01.
Article in English | MEDLINE | ID: mdl-36718602

ABSTRACT

OBJECTIVE: This work aimed to assess the therapeutic and economic benefits of service dogs versus emotional support dogs for veterans with posttraumatic stress disorder (PTSD). METHODS: Veterans with PTSD (N=227) participating in a multicenter trial were randomly assigned to receive a service or emotional support dog; 181 veterans received a dog and were followed up for 18 months. Primary outcomes included overall functioning (assessed with World Health Organization Disability Assessment Scale II [WHODAS 2.0]) and quality of life (Veterans RAND 12-Item Health Survey [VR-12]). Secondary outcomes included PTSD symptoms (PTSD Checklist for DSM-5), suicidal ideation, depression, sleep quality, health care costs and utilization, medication adherence, employment, and productivity. RESULTS: Participants paired with a dog had a mean±SD age of 50.6±13.6 years (range 22-79), and most were male (80%), White (66%), and non-Hispanic (91%). Adjusted linear mixed repeated-measures models indicated no difference between the two groups on WHODAS 2.0 or VR-12 scores. Participants with service dogs had a 3.7-point greater reduction in PTSD symptoms versus participants with emotional support dogs (p=0.036). No reduced health care utilization or cost was associated with receiving a service dog. Veterans with service dogs had an increase of 10 percentage points in antidepressant adherence compared with those with emotional support dogs (p<0.01). CONCLUSIONS: Both groups appeared to benefit from having a service or emotional support dog. No significant differences in improved functioning or quality of life were observed between the groups. Those in the service dog group had a greater reduction in PTSD symptoms and better antidepressant adherence, improvements that should be explored further.


Subject(s)
Animal Assisted Therapy , Stress Disorders, Post-Traumatic , Veterans , Adult , Aged , Animals , Dogs , Female , Humans , Male , Middle Aged , Young Adult , Antidepressive Agents , Health Surveys , Quality of Life , Service Animals , Stress Disorders, Post-Traumatic/therapy , Stress Disorders, Post-Traumatic/psychology , Therapy Animals , Veterans/psychology
3.
Pilot Feasibility Stud ; 8(1): 54, 2022 Mar 07.
Article in English | MEDLINE | ID: mdl-35256010

ABSTRACT

BACKGROUND: Over 25% of veterans seeking care at U.S. Veterans Health Administration facilities have chronic low back pain (LBP), with high rates of mental health comorbidities. The primary objective of this study was to assess the feasibility of participant recruitment, retention, and electronic data collection to prepare for the subsequent randomized trial of multimodal chiropractic care for pain management of veterans with chronic low back pain. The secondary objectives were to estimate effect sizes and variability of the primary outcome and choose secondary outcomes for the full-scale trial. METHODS: This single-arm pilot trial enrolled 40 veterans with chronic LBP at one Veterans Health Administration facility for a 10-week course of pragmatic multimodal chiropractic care. Recruitment was by (1) provider referral, (2) invitational letter from the electronic health record pre-screening, and (3) standard direct recruitment. We administered patient-reported outcome assessments through an email link to REDCap, an electronic data capture platform, at baseline and 5 additional timepoints. Retention was tracked through adherence to the treatment plan and completion rates of outcome assessments. Descriptive statistics were calculated for baseline characteristics and outcome variables. RESULTS: We screened 91 veterans over 6 months to enroll our goal of 40 participants. Seventy percent were recruited through provider referrals. Mean age (range) was 53 (22-79) years and 23% were female; 95% had mental health comorbidities. The mean number of chiropractic visits was 4.5 (1-7). Participants adhered to their treatment plan, with exception of 3 who attended only their first visit. All participants completed assessments at the in-person baseline visit and 80% at the week 10 final endpoint. We had no issues administering assessments via REDCap. We observed clinically important improvements on the Roland-Morris Disability Questionnaire [mean change (SD): 3.6 (6.1)] and on PROMIS® pain interference [mean change (SD): 3.6 (5.6)], which will be our primary and key secondary outcome, respectively, for the full-scale trial. CONCLUSIONS: We demonstrated the feasibility of participant recruitment, retention, and electronic data collection for conducting a pragmatic clinical trial of chiropractic care in a Veterans Health Administration facility. Using the pilot data and lessons learned, we modified and refined a protocol for a full-scale, multisite, pragmatic, National Institutes of Health-funded randomized trial of multimodal chiropractic care for veterans with chronic LBP that began recruitment in February 2021. TRIAL REGISTRATION: ClinicalTrials.gov NCT03254719.

4.
J Behav Health Serv Res ; 49(1): 50-60, 2022 01.
Article in English | MEDLINE | ID: mdl-34036516

ABSTRACT

Many rural veterans receive care in community settings but could benefit from VA services for certain needs, presenting an opportunity for coordination across systems. This article details the Collaborative Systems of Care (CSC) program, a novel, nurse-led care coordination program identifying and connecting veterans presenting for care in a Federally Qualified Health Center to VA behavioral health and other services based upon the veteran's preferences and eligibility. The CSC program systematically identifies veteran patients, screens for common behavioral health issues, explores VA eligibility for interested veterans, and facilitates coordination with VA to improve healthcare access. While the present program focuses on behavioral health, there is a unique emphasis on assisting veterans with the eligibility and enrollment process and coordinating additional care tailored to the patient. As VA expands its presence in community care, opportunities for VA-community care coordination will increase, making the development and implementation of such interventions important.


Subject(s)
Veterans , Health Services Accessibility , Humans , Mass Screening , Rural Population , United States , United States Department of Veterans Affairs , Veterans Health
5.
Pain Med ; 21(Suppl 2): S37-S44, 2020 12 12.
Article in English | MEDLINE | ID: mdl-33313732

ABSTRACT

BACKGROUND: Low back pain is a leading cause of disability in veterans. Chiropractic care is a well-integrated, nonpharmacological therapy in Veterans Affairs health care facilities, where doctors of chiropractic provide therapeutic interventions focused on the management of low back pain and other musculoskeletal conditions. However, important knowledge gaps remain regarding the effectiveness of chiropractic care in terms of the number and frequency of treatment visits needed for optimal outcomes in veterans with low back pain. DESIGN: This pragmatic, parallel-group randomized trial at four Veterans Affairs sites will include 766 veterans with chronic low back pain who are randomly allocated to a course of low-dose (one to five visits) or higher-dose (eight to 12 visits) chiropractic care for 10 weeks (Phase 1). After Phase 1, participants within each treatment arm will again be randomly allocated to receive either monthly chiropractic chronic pain management for 10 months or no scheduled chiropractic visits (Phase 2). Assessments will be collected electronically. The Roland Morris Disability Questionnaire will be the primary outcome for Phase 1 at week 10 and Phase 2 at week 52. SUMMARY: This trial will provide evidence to guide the chiropractic dose in an initial course of care and an extended-care approach for veterans with chronic low back pain. Accurate information on the effectiveness of different dosing regimens of chiropractic care can greatly assist health care facilities, including Veterans Affairs, in modeling the number of doctors of chiropractic that will best meet the needs of patients with chronic low back pain.


Subject(s)
Chiropractic , Chronic Pain , Low Back Pain , Manipulation, Chiropractic , Veterans , Chronic Pain/therapy , Clinical Protocols , Humans , Low Back Pain/therapy , Randomized Controlled Trials as Topic , Treatment Outcome
6.
Womens Health Issues ; 30(5): 374-383, 2020.
Article in English | MEDLINE | ID: mdl-32571623

ABSTRACT

BACKGROUND: Although sexual assault survivors are at increased risk for adverse physical and mental health outcomes and tend to use more health care services, little is known about women veterans' lifetime history of experiencing sexual assault (lifetime sexual assault [LSA]) and emergency department (ED) use. We sought to examine associations between experiencing LSA, mental health diagnoses, and ED use among women veterans. METHODS: Computer-assisted telephone interviews were conducted with 980 women veterans enrolled at two Veterans Affairs (VA) Medical Centers to assess history of experiencing LSA, health care use, sociodemographic characteristics, and military history. Administrative data provided VA use, mental health, and medical diagnoses. Logistic regression analyses examined associations between experiencing LSA and mental health diagnoses and past 5-year ED use. Classification tree analysis characterized ED use in participant subgroups. RESULTS: Sixty-four percent of participants visited a VA or non-VA ED during the previous 5 years. Women veterans with histories of mental health diagnoses and who experienced sexual assault had an odds of ED use almost two times greater than those with no history of experiencing sexual assault and no mental health diagnoses. The odds were similar for experiencing attempted (adjusted odds ratio, 1.85) and completed (adjusted odds ratio, 1.95) sexual assault. Classification tree analysis identified reliance on VA care and the composite variable representing experiencing LSA and mental health diagnoses as factors that best discriminated ED users from nonusers. CONCLUSIONS: Experiencing LSA is associated with greater ED use in women veterans enrolled in the VA. Whether finding this reflects greater emergent health care needs, suboptimal access and treatment for conditions that could be managed in other settings, lack of health care coordination, or some combination of these factors is unclear.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Sex Offenses/statistics & numerical data , Veterans/statistics & numerical data , Adult , Female , Health Status , Humans , Mental Health , Middle Aged , United States , United States Department of Veterans Affairs , Veterans Health , Young Adult
7.
J Community Health ; 45(3): 465-468, 2020 06.
Article in English | MEDLINE | ID: mdl-31620908

ABSTRACT

The identification of veterans receiving care in community-based settings is important and has implications for healthcare delivery and workforce training and development. As part of a larger collaboration regarding the delivery of behavioral health services, this project partnered a Midwest Veterans Affairs Medical Center with a state primary care association and large federally qualified health center (FQHC) to standardize the method in which veteran status is captured in clinic. Before adapting the screening item and implementing it as a required field in the electronic medical record, the number of veterans reported was 56, or 0.32% of total patients. After implementation, that number increased to 506, or 3.01% of total patients. This suggests there is a need to standardize the method in which veteran status is collected, which has implications for awareness of conditions likely to impact veterans and may inform opportunities for providers to engage in veteran-centric education and training.


Subject(s)
Military Personnel , Veterans Health Services , Ambulatory Care Facilities , Humans , Mass Screening , Primary Health Care , United States , United States Department of Veterans Affairs , Veterans
8.
Contemp Clin Trials ; 62: 105-113, 2017 11.
Article in English | MEDLINE | ID: mdl-28844986

ABSTRACT

Posttraumatic stress disorder (PTSD) is a leading cause of impairments in quality of life and functioning among Veterans. Service dogs have been promoted as an effective adjunctive intervention for PTSD, however published research is limited and design and implementation flaws in published studies limit validated conclusions. This paper describes the rationale for the study design, a detailed methodological description, and implementation challenges of a multisite randomized clinical trial examining the impact of service dogs on the on the functioning and quality of life of Veterans with PTSD. Trial design considerations prioritized participant and intervention (dog) safety, selection of an intervention comparison group that would optimize enrollment in all treatment arms, pragmatic methods to ensure healthy well-trained dogs, and the selection of outcomes for achieving scientific and clinical validity in a Veteran PTSD population. Since there is no blueprint for conducting a randomized clinical trial examining the impact of dogs on PTSD of this size and scope, it is our primary intent that the successful completion of this trial will set a benchmark for future trial design and scientific rigor, as well as guiding researchers aiming to better understand the role that dogs can have in the management of Veterans experiencing mental health conditions such as PTSD.


Subject(s)
Animal Assisted Therapy/methods , Stress Disorders, Post-Traumatic/therapy , Veterans/psychology , Adolescent , Adult , Animals , Dogs , Female , Humans , Male , Mental Health , Middle Aged , Quality of Life , Research Design , United States , United States Department of Veterans Affairs , Young Adult
9.
J Am Geriatr Soc ; 65(5): 1043-1050, 2017 May.
Article in English | MEDLINE | ID: mdl-28176297

ABSTRACT

OBJECTIVE: To determine the associations between PTSD, psychotropic medication use, and the risk for dementia. DESIGN: Retrospective cohort. PARTICIPANTS: Nationwide sample of US veterans (N = 417,172) aged ≥56 years during fiscal year (FY) 2003 without a diagnosis of dementia or mild cognitive impairment at baseline (FY02-03) and ≥1 clinical encounter every 2 years during follow-up (FY04-12). MEASURES: Demographic characteristics; diagnosis of PTSD, dementia, and medical and psychiatric comorbidity (defined by ICD-9 codes); and psychotropic medication use including selective serotonin reuptake inhibitors (SSRI), serotonin-norepinephrine reuptake inhibitors (SNRI), novel antidepressants (NA), benzodiazepines (BZA), and atypical antipsychotics (AA). Cox proportional hazard models examined for associations between PTSD diagnosis, psychotropic medication use, and risk for a dementia diagnosis. RESULTS: PTSD diagnosis significantly increased the risk for dementia diagnosis (HR = 1.35; [95% CI = 1.27-1.43]). However, there were significant interactions between PTSD diagnosis and use of SSRIs (P < .001), NAs (P = .014), and AAs (P < .001) on the risk for dementia diagnosis. HR for dementia diagnosis among veterans diagnosed with PTSD and not using psychotropic medications was 1.55 [1.45-1.67]. Among veterans diagnosed with PTSD prescribed SSRI, SNRI, or AA, HR for dementia diagnosis varied by drug class use ranging from 1.99 for SSRI to 4.21 for AA, relative to veterans without a PTSD diagnosis and no psychotropic medication receipt. BZAs or SNRIs use at baseline was associated with a significantly increased risk for dementia diagnosis independent of a PTSD diagnosis. CONCLUSION: PTSD diagnosis is associated with an increased risk for dementia diagnosis that varied with receipt of psychotropic medications. Further research would help to delineate if these findings are due to differences in PTSD severity, psychiatric comorbidity, or independent effects of psychotropic medications on cognitive decline.


Subject(s)
Dementia/diagnosis , Psychotropic Drugs/therapeutic use , Stress Disorders, Post-Traumatic/drug therapy , Veterans/psychology , Aged , Antipsychotic Agents/therapeutic use , Dementia/epidemiology , Female , Humans , Male , Middle Aged , Retrospective Studies , Selective Serotonin Reuptake Inhibitors/therapeutic use , Stress Disorders, Post-Traumatic/diagnosis
10.
Alzheimers Dement (Amst) ; 4: 109-117, 2016.
Article in English | MEDLINE | ID: mdl-27752534

ABSTRACT

INTRODUCTION: Emerging evidence indicates associations between extra-central nervous system (CNS) bacterial infections and an increased risk for dementia; however, epidemiological evidence is still very limited. METHODS: This study involved a retrospective cohort of a national sample of US veterans (N = 417,172) aged ≥56 years. Extended Cox proportional hazard models adjusted for demographic characteristics and medical and psychiatric comorbidities determined the associations between systemic and localized extra-CNS bacterial infections occurring >2 years before the initial dementia diagnosis and the risk for dementia. RESULTS: Exposure to any extra-CNS bacterial infection was associated with a significantly increased risk for dementia (hazard ratio [HR] = 1.20 [95% confidence interval = 1.16-1.24]). Independently, septicemia (HR = 1.39 [1.16-1.66]), bacteremia (HR = 1.22 [1.00-1.49]), osteomyelitis (HR = 1.20 [1.06-1.37]), pneumonia (HR = 1.10 [1.02-1.19]), urinary tract infections (HR = 1.13 [1.08-1.18]), and cellulitis (HR = 1.14 [1.09-1.20]) were associated with a significantly increased risk for dementia. DISCUSSION: Both systemic and localized extra-CNS bacterial infections are associated with an increased risk for developing dementia.

11.
BMC Public Health ; 16(1): 811, 2016 08 17.
Article in English | MEDLINE | ID: mdl-27535024

ABSTRACT

BACKGROUND: Tobacco use remains prevalent among Veterans of military service and those residing in rural areas. Smokers frequently experience tobacco-related issues including risky alcohol use, post-cessation weight gain, and depressive symptoms that may adversely impact their likelihood of quitting and maintaining abstinence. Telephone-based interventions that simultaneously address these issues may help to increase treatment access and improve outcomes. METHODS: This study was a two-group randomized controlled pilot trial. Participants were randomly assigned to an individually-tailored telephone tobacco intervention combining counseling for tobacco use and related issues including depressive symptoms, risky alcohol use, and weight concerns or to treatment provided through their state tobacco quitline. Selection of pharmacotherapy was based on medical history and a shared decision interview in both groups. Participants included 63 rural Veteran smokers (mean age = 56.8 years; 87 % male; mean number of cigarettes/day = 24.7). The primary outcome was self-reported 7-day point prevalence abstinence at 12 weeks and 6 months. RESULTS: Twelve-week quit rates based on an intention-to-treat analysis did not differ significantly by group (Tailored = 39 %; Quitline Referral = 25 %; odds ratio [OR]; 95 % confidence interval [CI] = 1.90; 0.56, 5.57). Six-month quit rates for the Tailored and Quitline Referral conditions were 29 and 28 %, respectively (OR; 95 % CI = 1.05; 0.35, 3.12). Satisfaction with the Tailored tobacco intervention was high. CONCLUSIONS: Telephone-based treatment that concomitantly addresses other health-related factors that may adversely affect quitting appears to be a promising strategy. Larger studies are needed to determine whether this approach improves cessation outcomes. TRIAL REGISTRATION: ClinicalTrials.gov identifier number NCT01592695 registered 11 April 2012.


Subject(s)
Rural Population/statistics & numerical data , Smoking Cessation/methods , Telemedicine/methods , Tobacco Use Disorder/therapy , Veterans/statistics & numerical data , Adult , Aged , Counseling/methods , Female , Humans , Male , Middle Aged , Pilot Projects , Smoking Cessation/statistics & numerical data , Telephone , Treatment Outcome
13.
Int J Methods Psychiatr Res ; 25(1): 22-32, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26082028

ABSTRACT

There is insufficient data on the accuracy of administrative coding data (ACD) for post-traumatic stress disorder (PTSD). Medical records were reviewed for (1) a diagnosis of PTSD; (2) treatment for PTSD. The records were compared against the Veterans Health Administration (VHA) data in order to determine the positive predictive value (PPV) and negative predictive value (NPV) of three commonly used approaches. The PPV and NPV varied according to the ACD approach. Relative to a medical records review, the ACD approach of one or two PTSD coded outpatient encounters had a PPV of 78% and an NPV of 91%; whereas the PPV was 97% and the NPV was 98% for three or more PTSD codes. For pharmacotherapy, the ACD approach with one or two codes for PTSD had a PPV of 33% (NPV = 93%), whereas three or more PTSD coded encounters improved the PPV to 85% (NPV = 100%). When using VHA data, we recommend tailoring the identification strategy according to the research aims. An ACD approach identifying one or more PTSD outpatient encounters should be considered sufficient for a diagnosis of PTSD. Assessments for PTSD associated pharmacotherapy require using an ACD approach that identifies veterans with the presence ≥ 3 outpatient PTSD encounters. Published 2015. This article is a U.S. Government work and is in the public domain in the USA.


Subject(s)
Databases, Factual/statistics & numerical data , Stress Disorders, Post-Traumatic/diagnosis , Stress Disorders, Post-Traumatic/epidemiology , Adult , Age Distribution , Aged , Aged, 80 and over , Algorithms , Cohort Studies , Female , Hospitals, Veterans/statistics & numerical data , Humans , Male , Middle Aged , ROC Curve , Reproducibility of Results , United States , Veterans/psychology , Veterans/statistics & numerical data
14.
Article in English | MEDLINE | ID: mdl-26508851

ABSTRACT

BACKGROUND: Several studies have reported on the co-occurrence of chronic obstructive pulmonary disease (COPD) and psychiatric conditions, with the most robust evidence base demonstrating an impact of comorbid anxiety and depression on COPD-related outcomes. In recent years, research has sought to determine if there is a co-occurrence between COPD and posttraumatic stress disorder (PTSD) as well as for associations between PTSD and COPD-related outcomes. To date, there have been no published reviews summarizing this emerging literature. OBJECTIVES: The primary objective of this review was to determine if there is adequate evidence to support a co-occurrence between PTSD and COPD. Secondary objectives were to: 1) determine if there are important clinical considerations regarding the impact of PTSD on COPD management, and 2) identify targeted areas for further research. METHODS: A structured review was performed using a systematic search strategy limited to studies in English, addressing adults, and to articles that examined: 1) the co-occurrence of COPD and PTSD and 2) the impact of PTSD on COPD-related outcomes. To be included, articles must have addressed some type of nonreversible obstructive lung pathology. RESULTS: A total of 598 articles were identified for initial review. Upon applying the inclusion and exclusion criteria, n=19 articles or abstracts addressed our stated objectives. Overall, there is inconclusive evidence to support the co-occurrence between PTSD and COPD. Studies finding a significant co-occurrence generally had inferior methods of identifying COPD; in contrast, studies that utilized more robust COPD measures (such as a physician exam) generally failed to find a relationship. Among studies that examined the impact of PTSD on COPD-related outcomes, there was more consistent evidence that PTSD affects the perception of respiratory symptom burden and management. In addition, methods for measuring an important confounder (smoking) were generally lacking. CONCLUSION: There is inconclusive evidence to support the co-occurrence of COPD and PTSD. There was stronger evidence implicating PTSD as an important comorbidity impacting COPD management. Further research is needed to: 1) determine whether or not COPD and PTSD are likely to be comorbid, and 2) further elucidate the mechanisms connecting PTSD and COPD-related outcomes.


Subject(s)
Pulmonary Disease, Chronic Obstructive , Stress Disorders, Post-Traumatic , Comorbidity , Humans , Pulmonary Disease, Chronic Obstructive/epidemiology , Pulmonary Disease, Chronic Obstructive/psychology , Stress Disorders, Post-Traumatic/epidemiology , Stress Disorders, Post-Traumatic/physiopathology
15.
J Rehabil Res Dev ; 52(5): 619-27, 2015.
Article in English | MEDLINE | ID: mdl-26437180

ABSTRACT

Posttraumatic stress disorder (PTSD) is a high-priority treatment area for the Veterans Health Administration (VHA), and dissemination patterns of innovative, efficacious therapies can inform areas for potential improvement of diffusion efforts and quality prescribing. In this study, we replicated a prior examination of the period prevalence of prazosin use as a function of distance from Puget Sound, Washington, where prazosin was first tested as an effective treatment for PTSD and where prazosin use was previously shown to be much greater than in other parts of the United States. We tested the following three hypotheses related to prazosin geographic diffusion: (1) a positive geographical correlation exists between the distance from Puget Sound and the proportion of users treated according to a guideline recommended minimum therapeutic target dose (>/=6 mg/d), (2) an inverse geographic correlation exists between prazosin and benzodiazepine use, and (3) no geographical correlation exists between prazosin use and serotonin reuptake inhibitor/serotonin norepinephrine reuptake inhibitor (SSRI/SNRI) use. Among a national sample of veterans with PTSD, overall prazosin utilization increased from 5.5 to 14.8% from 2006 to 2012. During this time period, rates at the Puget Sound VHA location declined from 34.4 to 29.9%, whereas utilization rates at locations a minimum of 2,500 miles away increased from 3.0 to 12.8%. Rates of minimum target dosing fell from 42.6 to 34.6% at the Puget Sound location. In contrast, at distances of at least 2,500 miles from Puget Sound, minimum threshold dosing rates remained stable (range, 18.6 to 17.7%). No discernible association was demonstrated between SSRI/SNRI or benzodiazepine utilization and the geographic distance from Puget Sound. Minimal threshold dosing of prazosin correlated positively with increased diffusion of prazosin use, but there was still a distance diffusion gradient. Although prazosin adoption has improved, geographic differences persist in both prescribing rates and minimum target dosing. Importantly, these regional disparities appear to be limited to prazosin prescribing and are not meaningfully correlated with SSRI/SNRI and benzodiazepine use as indicators of PTSD prescribing quality.


Subject(s)
Prazosin/pharmacology , Quality Indicators, Health Care , Stress Disorders, Post-Traumatic/drug therapy , United States Department of Veterans Affairs , Veterans Health , Veterans/psychology , Adrenergic alpha-1 Receptor Antagonists/pharmacology , Drug Information Services , Humans , Male , Prevalence , Stress Disorders, Post-Traumatic/epidemiology , Treatment Outcome , United States/epidemiology
17.
J Expo Sci Environ Epidemiol ; 23(6): 637-46, 2013.
Article in English | MEDLINE | ID: mdl-24045428

ABSTRACT

A hybrid approach is proposed to estimate exposure to fine particulate matter (PM(2.5)) at a given location and time. This approach builds on satellite-based aerosol optical depth (AOD), air pollution data from sparsely distributed Environmental Protection Agency (EPA) sites and local time-space Kriging, an optimal interpolation technique. Given the daily global coverage of AOD data, we can develop daily estimate of air quality at any given location and time. This can assure unprecedented spatial coverage, needed for air quality surveillance and management and epidemiological studies. In this paper, we developed an empirical relationship between the 2 km AOD and PM(2.5) data from EPA sites. Extrapolating this relationship to the study domain resulted in 2.3 million predictions of PM(2.5) between 2000 and 2009 in Cleveland Metropolitan Statistical Area (MSA). We have developed local time-space Kriging to compute exposure at a given location and time using the predicted PM(2.5). Daily estimates of PM(2.5) were developed for Cleveland MSA between 2000 and 2009 at 2.5 km spatial resolution; 1.7 million (∼79.8%) of 2.13 million predictions required for multiyear and geographic domain were robust. In the epidemiological application of the hybrid approach, admissions for an acute exacerbation of chronic obstructive pulmonary disease (AECOPD) was examined with respect to time-space lagged PM(2.5) exposure. Our analysis suggests that the risk of AECOPD increases 2.3% with a unit increase in PM(2.5) exposure within 9 days and 0.05° (∼5 km) distance lags. In the aggregated analysis, the exposed groups (who experienced exposure to PM(2.5) >15.4 µg/m(3)) were 54% more likely to be admitted for AECOPD than the reference group. The hybrid approach offers greater spatiotemporal coverage and reliable characterization of ambient concentration than conventional in situ monitoring-based approaches. Thus, this approach can potentially reduce exposure misclassification errors in the conventional air pollution epidemiology studies.


Subject(s)
Air Pollutants/toxicity , Environmental Exposure , Environmental Monitoring/methods , Particulate Matter , Pulmonary Disease, Chronic Obstructive/chemically induced , Humans , Ohio/epidemiology , Pulmonary Disease, Chronic Obstructive/epidemiology
18.
Psychiatr Serv ; 64(2): 142-8, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-23474508

ABSTRACT

OBJECTIVE: Veterans with posttraumatic stress disorder (PTSD) are frequently prescribed psychiatric medications that are currently not supported by a guideline developed by the U.S. Department of Veterans Affairs and the U.S. Department of Defense. To better understand this practice, this study examined prescribing frequencies for three classes of psychiatric medications and the proportion of prescribing attributable to various provider types. METHODS: This cross-sectional study analyzed fiscal year 2009 electronic pharmacy data from the Veterans Health Administration (VHA) for 356,958 veterans with PTSD who were receiving medications from VHA prescribers. Veterans had at least one VHA encounter with a diagnostic code of PTSD and evidence of continuous medication use. Medications of interest were selective serotonin-norepinephrine reuptake inhibitors (SSRI/SNRIs), second-generation antipsychotic medications, and benzodiazepines. Analyses described the proportion of prescribing attributable to mental health care providers and primary care providers for each medication class. RESULTS: In 2009, among all veterans with PTSD who had continuous VA medication use, 65.7% were prescribed SSRI/SNRIs, and 70.2% of this prescribing was attributable to mental health care providers. Second-generation antipsychotics were prescribed for 25.6% of these veterans, and 80.2% of the prescribing was attributable to mental health care providers. Benzodiazepines were prescribed for 37.0% of the sample, and 68.8% of the prescribing was attributable to mental health care providers. CONCLUSIONS: The findings indicate that veterans with PTSD were frequently prescribed medications not supported by existing guidelines. Most of these prescriptions were written by mental health care providers. Interventions to align prescribing with PTSD treatment guidelines should emphasize provider type.


Subject(s)
Drug Prescriptions/statistics & numerical data , Guideline Adherence/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Psychotropic Drugs/therapeutic use , Stress Disorders, Post-Traumatic/drug therapy , Veterans Health/statistics & numerical data , Cross-Sectional Studies , Female , Guideline Adherence/standards , Humans , International Classification of Diseases , Male , Mental Health Services/statistics & numerical data , Middle Aged , Physicians, Primary Care/statistics & numerical data , Practice Guidelines as Topic , Practice Patterns, Physicians'/standards , Psychotropic Drugs/classification , United States , United States Department of Veterans Affairs/statistics & numerical data , Veterans/psychology
19.
Radiology ; 267(2): 470-8, 2013 May.
Article in English | MEDLINE | ID: mdl-23360739

ABSTRACT

PURPOSE: To examine the relationship between posttraumatic stress disorder (PTSD) and computed tomography (CT) utilization and to determine whether there were patterns of comorbid illness that could explain the relationship. MATERIALS AND METHODS: The study was approved by the University of Iowa Institutional Review Board and the Iowa City Veterans Affairs Medical Center Research and Development Committee. By using a retrospective cohort design, a national sample of new veteran enrollees aged 18-35 years was studied. Associations were examined between the presence of PTSD, receipt of at least one and multiple CT scans, comorbid medical conditions (eg, abdominal pain, headaches), and measures of health care utilization (eg, primary care, emergency room, and mental health visits) and the daily probability of the receipt of at least one CT scan before and after a diagnosis of PTSD. Analyses included sequential multivariable generalized linear mixed models to examine the independent relationship between PTSD and CT scan utilization. RESULTS: Among the full cohort, 13.0% (10 018 of 76 812) received at least one CT scan. PTSD was identified in 21.1% (16 182 of 76 812) of the cohort, and 22.9% (3711 of 16 182) of veterans with PTSD received at least one CT scan as compared with 10.4% (6307 of 60 630) of veterans without PTSD (P < .0001). In sequential modeling, comorbid factors explaining the relationship between CT scans and PTSD were traumatic brain injury (odds ratio, 3.54; P < .0001), abdominal pain (odds ratio, 4.01; P < .0001), and headaches (odds ratio, 3.07; P < .0001). Associations were also strong for high levels of emergency room (odds ratio, 2.73; P < .0001) and primary care (odds ratio, 2.38; P < .0001) utilization. The daily chance of receiving a CT scan was seven times higher prior to the recognition of PTSD (daily chance, 0.007 before vs 0.001 after; P < .0001). CONCLUSION: Young veterans with PTSD are receiving more CT scans compared with those without PTSD; the daily probability of receiving CT scans is higher prior to recognition of PTSD. SUPPLEMENTAL MATERIAL: http://radiology.rsna.org/lookup/suppl/doi:10.1148/radiol.13121593/-/DC1.


Subject(s)
Stress Disorders, Post-Traumatic/complications , Stress Disorders, Post-Traumatic/psychology , Tomography, X-Ray Computed/statistics & numerical data , Veterans/psychology , Adolescent , Adult , Algorithms , Analysis of Variance , Chi-Square Distribution , Comorbidity , Female , Humans , Linear Models , Male , Probability , Retrospective Studies , Risk Factors
20.
Psychiatr Serv ; 64(1): 21-7, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23070039

ABSTRACT

OBJECTIVE: Despite guideline recommendations against their use, benzodiazepines are among the most commonly prescribed psychotropic medications among veterans with posttraumatic stress disorder (PTSD) in the Veterans Health Administration (VHA). This observation suggests the potential for significant clinical uncertainty concerning the role of benzodiazepines in PTSD, which was examined by characterizing prescribing variation in the VHA across multiple levels of geographic aggregation and over time. METHODS: Veterans with PTSD were identified from national VHA administrative data in fiscal years 1999 through 2009. Benzodiazepine prescribing frequencies were aggregated across 137 medical centers, 21 networks, and four U.S. regions, and the extent of variation was characterized at each level. Prescribing variation was also examined by comparing benzodiazepine use between rural and urban veterans and between veterans receiving care at community-based outpatient clinics versus medical centers. RESULTS: Benzodiazepine prescribing variation decreased over time, particularly at the network and regional levels. Facility-level variation (medical centers) also declined, but substantial variation persisted through 2009 (range 14.7%­56.8%). At the national level, rural veterans were more likely to receive benzodiazepines in 1999 (odds ratio=1.24; 95% confidence interval=1.22­1.27), and this association persisted through 2009. However, regional subanalyses revealed that rural-versus-urban differences were observed only in the Midwest and South. Benzodiazepine prescribing was similar between community-based outpatient clinics and medical centers. CONCLUSIONS: Variability in benzodiazepine prescribing across the VHA reflects uncertainty regarding the adoption of guideline recommendations. Although variation has decreased in recent years, targeted interventions among facilities with high rates of prescribing may be an efficient strategy to promote guideline-concordant care.


Subject(s)
Benzodiazepines/therapeutic use , Practice Patterns, Physicians' , Stress Disorders, Post-Traumatic/drug therapy , Uncertainty , Adult , Aged , Databases, Factual , Female , Guideline Adherence , Humans , Male , Middle Aged , United States , Veterans/psychology
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