115 results on '"Carnahan RM"'
Search Results
2. Clostridium difficile--associated diarrhea in a tertiary care medical center.
- Author
-
Obritsch MD, Stroup JS, Carnahan RM, and Scheck DN
- Abstract
This retrospective, case-control study aimed to identify variables associated with the incidence of Clostridium difficile--associated diarrhea (CDAD) in acute care facilities and to specifically identify the relationship of fluoroquinolones and acid suppressive agents in the development of CDAD. Seventy-one symptomatic patients positive for C. difficile toxin A or B hospitalized for at least 72 hours were compared with 142 control patients hospitalized for at least 72 hours who were not positive for C. difficile toxin A or B. Two controls were matched to one case patient for age within 5 years, unit of admission, and date of admission. The mean ages for cases and controls were 63.5 and 62.7 years, respectively. After adjusting for two confounding variables--hospital stay within 3 months and Charlson Comorbidity Index-conditional multiple logistic regression identified six risk factors for development of CDAD: gastrointestinal procedures within 60 days (odds ratio [OR] 9.1, P < 0.013), levofloxacin exposure (OR 8.2, P < 0.033), moxifloxacin exposure (OR 4.1, P < 0.026), imipenem exposure (OR 14.9, P < 0.014), laxative use (OR 20.2, P < 0.0001), and immunosuppressive use (OR 20.7, P < 0.034). The risk of CDAD after exposure to levofloxacin or moxifloxacin was not significantly different. Acid suppressive therapy was not a risk factor for CDAD development. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
3. The anticholinergic drug scale as a measure of drug-related anticholinergic burden: associations with serum anticholinergic activity.
- Author
-
Carnahan RM, Lund BC, Perry PJ, Pollock BG, and Culp KR
- Abstract
Anticholinergic Drug Scale (ADS) scores were previously associated with serum anticholinergic activity (SAA) in a pilot study. To replicate these results, the association between ADS scores and SAA was determined using simple linear regression in subjects from a study of delirium in 201 long-term care facility residents who were not included in the pilot study. Simple and multiple linear regression models were then used to determine whether the ADS could be modified to more effectively predict SAA in all 297 subjects. In the replication analysis, ADS scores were significantly associated with SAA (R(2) = .0947, P < .0001). In the modification analysis, each model significantly predicted SAA, including ADS scores (R(2) = .0741, P < .0001). The modifications examined did not appear useful in optimizing the ADS. This study replicated findings on the association of the ADS with SAA. Future work will determine whether the ADS is clinically useful for preventing anticholinergic adverse effects. [ABSTRACT FROM AUTHOR]
- Published
- 2006
4. Depression in aging men: the role of testosterone.
- Author
-
Carnahan RM and Perry PJ
- Abstract
Age-related decline in testosterone levels is associated with a number of mild, nonspecific symptoms, including depressive symptoms. The relationship between depressive symptoms and testosterone levels is confounded by numerous factors, including medical illness, obesity, smoking, alcohol use, diet and stress, and is thus complex. Studies have not consistently supported an integral role of reduced testosterone levels in major depressive disorder, although levels may often be reduced in men with treatment-refractory depression and older men with dysthymia. Low testosterone levels may also increase the risk of incident depression in older males, although this may depend upon androgen receptor genetic polymorphisms. Testosterone replacement has demonstrated short-term tolerability and efficacy in augmenting antidepressants to alleviate treatment-refractory depression in adult males. Case studies support the potential need for maintenance therapy to maintain response. In a placebo-controlled trial, testosterone monotherapy was not effective in treating major depressive disorder in men with hypogonadism. However, in an open-label, noncomparative study, testosterone monotherapy appeared effective in treating late-onset but not early-onset major depressive disorder in older males. Testosterone therapy is not without potential for adverse effects, the most worrisome of which is the worsening of pre-existing prostate carcinoma. Oral, short- and long-acting parenteral, and transdermal patch and gel formulations are available. Testosterone has demonstrated usefulness in the treatment of a number of depressed populations, but further studies are needed to fully elucidate its role in the treatment of depressive syndromes in the aging male. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
5. Interpretation of positive predictive values of claims-based algorithms.
- Author
-
Carnahan RM
- Published
- 2012
6. Clinical consultation. Quetiapine for acute mania in bipolar disorder.
- Author
-
Brahm NC, Gutierres SL, and Carnahan RM
- Abstract
PURPOSE: The efficacy and tolerability of quetiapine in the treatment of acute mania were reviewed. SUMMARY: Five randomized, placebo-controlled trials involving quetiapine as monotherapy or adjunct therapy in combination with either divalproex or lithium in the treatment of bipolar mania in either adolescents or adults were identified and reviewed. The primary outcome measure used in the trials was a change in Young Mania Rating Scale total scores. Monotherapy trials evaluated quetiapine, lithium, haloperidol, and placebo. Quetiapine was superior to placebo in both trials. Quetiapine and lithium showed comparable efficacy in one study, though lithium serum concentrations may have been suboptimal. Haloperidol was superior to quetiapine in efficacy at day 21 but similar at day 84. In the two trials evaluating quetiapine or placebo as adjunct therapy to lithium or divalproex, quetiapine was significantly more efficacious than placebo in one trial. In adolescents, quetiapine was more effective than placebo as an adjunct to divalproex. The most common adverse effects clearly attributable to quetiapine in these trials were somnolence and dry mouth. Quetiapine did not induce extrapyramidal effects, but weight gain was notable with the drug. CONCLUSION: While quetiapine treatment demonstrated efficacy in the majority of the studies, the robustness of its efficacy is questionable. The use of quetiapine as first-line therapy for acute mania is not recommended based on the available results and cost considerations. However, it may be a useful second-line agent, particularly when sensitivity to extrapyramidal symptoms limits treatment options. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
7. Response to comment on: "The power and pitfalls of underpowered studies".
- Author
-
Carnahan RM and Brown GD
- Published
- 2024
- Full Text
- View/download PDF
8. Secondary causal mediation analysis of a pragmatic clinical trial to evaluate the effect of chiropractic care for US active-duty military on biopsychosocial outcomes occurring through effects on low back pain interference and intensity.
- Author
-
Shannon ZK, Long CR, Chrischilles E, Goertz C, Wallace R, Casteel C, and Carnahan RM
- Subjects
- Humans, Male, Female, Adult, United States, Pain Measurement, Patient Reported Outcome Measures, Treatment Outcome, Young Adult, Low Back Pain therapy, Low Back Pain psychology, Military Personnel psychology, Manipulation, Chiropractic methods, Mediation Analysis
- Abstract
Objective: We evaluate change in low back pain (LBP) intensity and interference as the mechanism by which chiropractic care affects other biopsychosocial factors in US active-duty military members., Design: We conducted secondary, exploratory mediation analysis of pragmatic, multisite, clinical trial (NCT01692275) post results using natural effect modeling. Mediators were the 6-week values of Patient-Reported Outcomes Measurement Information System (PROMIS)-29 pain interference and intensity. Outcomes were 12-week values of other PROMIS-29 biopsychosocial subdomains. Models evaluated overall and individual factor contribution and were adjusted for baseline age, sex, LBP duration, LBP intensity and mediator and outcome values., Setting: Three US military treatment facilities., Participants: 750 US active-duty military members with LBP., Interventions: Trial participants received 6 weeks of treatment with chiropractic care plus usual medical care or usual medical care alone., Results: In multiple mediator models, pain interference and pain intensity explained much of the effect of chiropractic care on physical function (proportion mediated=0.77, 95% CI 0.43 to 2.0), fatigue (0.62, 95% CI 0.30 to 1.0), sleep disturbance (0.49, 95% CI 0.31 to 1.5) and social roles (0.81, 95% CI 0.50 to 2.0). Mental health was not evaluable due to the low prevalence of symptoms reported. The combined models of pain interference and pain intensity did not have a higher proportion mediated than the individual pain intensity models except for fatigue outcome models., Conclusion: Pain intensity appeared to be the mechanism by which much of the change in biopsychosocial factors occurred and should be considered a key clinical indicator for improvement in biopsychosocial health when chiropractic care is added to usual medical care for US active-duty military members., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
- Published
- 2024
- Full Text
- View/download PDF
9. Examining the effect of prescription drug monitoring program integration and mandatory use policies on the distribution of methadone and buprenorphine for opioid use disorder, United States, 2009-2021.
- Author
-
Johnson CE, Wehby GL, Chrischilles EA, Arndt S, and Carnahan RM
- Subjects
- Humans, United States, Analgesics, Opioid therapeutic use, Health Policy, Methadone therapeutic use, Buprenorphine therapeutic use, Opioid-Related Disorders drug therapy, Prescription Drug Monitoring Programs trends, Opiate Substitution Treatment trends
- Abstract
Background: Prescription drug monitoring programs (PDMPs) have been shown to reduce opioid prescribing for pain, but it is not well understood whether PDMPs influence utilization of medications for opioid use disorder. PDMP integration and mandatory use policies are two approaches implemented by states to increase use of PDMPs by prescribers. This study examined the effect of these approaches on distribution of methadone and buprenorphine from 2009 to 2021 for 50 states and DC., Methods: The effect of PDMP integration and mandatory use policies on four outcomes (distribution of buprenorphine to opioid treatment programs, distribution of buprenorphine to pharmacies, distribution of methadone to opioid treatment programs, and the total combined distribution of methadone and buprenorphine) was estimated using a Callaway and Sant'Anna difference-in-differences model, controlling for co-occurring opioid-related state policies., Results: Distribution of buprenorphine to pharmacies decreased 8 % (95 % CI -14 %, -1 %) following implementation of mandatory use policies. Distribution of methadone to opioid treatment programs increased 17 % (95 % CI 4 %, 34 %) and the total combined distribution of methadone and buprenorphine increased 6 % (95 % CI -0 %, 14 %) following the joint implementation of both approaches., Conclusion: Distribution of methadone and buprenorphine has increased since 2009, but less than a quarter of people with opioid use disorder currently receive these medications. We observed a small net benefit of PDMP integration and mandatory use policies on distribution of methadone and buprenorphine. Policymakers should continue to assess the impact of PDMPs on access to medications for opioid use disorder and consider additional approaches to increase access to treatment., Competing Interests: Declaration of Competing Interest None., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
10. State-level factors associated with implementation of prescription drug monitoring program integration and mandatory use policies, United States, 2009-2020.
- Author
-
Johnson CE, Chrischilles EA, Arndt S, and Carnahan RM
- Subjects
- Humans, United States, Analgesics, Opioid, Female, Male, Mandatory Programs, Adult, State Government, Opioid-Related Disorders, Prescription Drug Misuse, Health Policy, Prescription Drug Monitoring Programs
- Abstract
Background: Prescription drug monitoring programs (PDMPs) have been widely adopted as a tool to address the prescription opioid epidemic in the United States. PDMP integration and mandatory use policies are 2 approaches states have implemented to increase use of PDMPs by prescribers. While the effectiveness of these approaches is mixed, it is unclear what factors motivated states to implement them. This study examines whether opioid dispensing, adverse health outcomes, or other non-health-related factors motivated implementation of these PDMP approaches., Methods: Time-to-event analysis was performed using lagged state-year covariates to reflect values from the year prior. Extended Cox regression estimated the association of states' rates of opioid dispensing, prescription opioid overdose deaths, and neonatal opioid withdrawal syndrome with implementation of PDMP integration and mandatory use policies from 2009 to 2020, controlling for demographic and economic factors, state government and political factors, and prior opioid policies., Results: In our main model, prior opioid dispensing (HR 2.31, 95% CI 1.17, 4.57), neonatal opioid withdrawal syndrome hospitalizations (HR 1.55, 95% CI 1.09, 2.19), and number of prior opioid policies (HR 2.13, 95% CI 1.13, 4.00) were associated with mandatory use policies. Prior prescription opioid overdose deaths (HR 1.21, 95% CI 1.08, 1.35) were also associated with mandatory use policies in a model that did not include opioid dispensing or neonatal opioid withdrawal syndrome. No study variables were associated with implementation of PDMP integration., Conclusion: Understanding state-level factors associated with implementing PDMP approaches can provide insights into factors that motivate the adoption of future public health interventions., (© The Author(s) 2024. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2024
- Full Text
- View/download PDF
11. Effect of chiropractic care on low back pain for active-duty military members: Mediation through biopsychosocial factors.
- Author
-
Shannon ZK, Long CR, Chrischilles EA, Goertz CM, Wallace RB, Casteel C, and Carnahan RM
- Subjects
- Adult, Female, Humans, Male, Young Adult, Pain Measurement, Treatment Outcome, United States, Low Back Pain therapy, Low Back Pain psychology, Manipulation, Chiropractic, Military Personnel psychology
- Abstract
This study evaluates biopsychosocial factors as mediators of the effect of chiropractic care on low back pain (LBP) intensity and interference for active-duty military members. Data from a multi-site, pragmatic clinical trial comparing six weeks of chiropractic care plus usual medical care to usual medical care alone for 750 US active-duty military members with LBP were analyzed using natural-effect, multiple-mediator modeling. Mediation of the adjusted mean effect difference on 12-week outcomes of PROMIS-29 pain interference and intensity by 6-week mediators of other PROMIS-29 physical, mental, and social health subdomains was evaluated. The effect difference on pain interference occurring through PROMIS-29 biopsychosocial factors (natural indirect effect = -1.59, 95% CI = -2.28 to -0.88) was 56% (95% CI = 35 to 96) of the total effect (-2.82, 95% CI = -3.98 to -1.53). The difference in effect on pain intensity occurring through biopsychosocial factors was smaller (natural indirect effect = -0.32, 95% CI = -0.50 to -0.18), equaling 26% (95% CI = 15 to 42) of the total effect (-1.23, 95% CI = -1.52 to -0.88). When considered individually, all physical, mental, and social health factors appeared to mediate the effect difference on pain interference and pain intensity with mental health factors having smaller effect estimates. In contrast with effects on pain interference, much of the effect of adding chiropractic care to usual medical care for US military members on pain intensity did not appear to occur through the PROMIS-29 biopsychosocial factors. Physical and social factors appear to be important intermediate measures for patients receiving chiropractic care for low back pain in military settings. Further study is needed to determine if the effect of chiropractic care on pain intensity for active-duty military occurs through other unmeasured factors, such as patient beliefs, or if the effect occurs directly., Competing Interests: The authors have declared that no competing interests exist., (Copyright: This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.)
- Published
- 2024
- Full Text
- View/download PDF
12. The power and pitfalls of underpowered studies.
- Author
-
Carnahan RM and Brown GD
- Subjects
- Humans, Sample Size, Publication Bias, Data Interpretation, Statistical, Research Design
- Abstract
This article reflects on the potential value and many pitfalls of underpowered studies to help authors and readers consider whether and how they contribute meaningfully to the published literature. A basic introduction to power and sample size calculations is provided. Several problems that can arise in analysis and publication of underpowered studies are described. In addition, features of underpowered studies that may provide value are proposed, including when the hypothesis test of interest is a limited part of the story, the data is rich enough to showcase interesting features of the population of interest, when the rarity or ubiquity of events is an important finding, and when the study is preregistered to reduce the impact of publication bias. Several reporting guidelines for underpowered studies are also suggested., (© 2024 The Author(s). Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy published by Wiley Periodicals LLC on behalf of Pharmacotherapy Publications, Inc.)
- Published
- 2024
- Full Text
- View/download PDF
13. Factors Influencing Discharges to Hospice for Patients With Late-Stage Huntington's Disease.
- Author
-
Ogilvie AC, Carnahan RM, Mendizabal A, Gilbertson-White S, Seaman A, Chrischilles E, and Schultz JL
- Abstract
Background: Hospice services for patients with Huntington's disease (HD) are likely beneficial in relieving significant burdens and minimizing costly hospitalizations at the end of life, though there has been little study or clinical guidance on hospice enrollment for patients with HD. Objectives: The primary objective of this study was to identify clinical, sociodemographic, and system-level factors associated with discharges to hospice compared to other dispositions for hospitalized patients with late-stage HD. Methods: These analyses used data from the Nationwide Inpatient Sample between the years 2007 and 2011. Weighted logistic regression with a forward selection approach was performed to identify factors associated with discharge to hospice compared to discharge to home, facility, other locations, and death in hospital. Results: These analyses included 6544 hospitalizations of patients with late-stage HD. There was a significant increasing trend in discharges to hospice over the study period ( P < 0.001). After adjustment, multiple clinical, sociodemographic, and system-level variables were identified as being associated with discharges to hospice. Patients with aspiration pneumonia and non-aspiration pneumonias had lower odds of being discharged to hospice compared to dying in the hospital. When comparing to discharges to facilities and home, weight loss and palliative care consultation were associated with greater odds of discharge to hospice. Conclusions: Our findings serve as a foundation for future studies on these factors, and thus help clinician decision-making on when to start advance care planning or end-of-life care for patients with HD. These results also support studies developing hospice referral criteria specific to patients with HD., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: Dr Mendizabal has received grant funding from the Huntington’s Disease Society of America (HDSA) through the Berman Topper Career Development Award, consulting fees from Neurocrine Biosciences, and support for attending meetings and/or travel through the American Neurological Association (ANA) Travel Award and International Congress of Parkinson’s Disease and Movement Disorders (MDS) Travel Award. Dr Schultz has received grant support from the National Institute of Neurological Disorders and Stroke (K23NS117736). Drs. Ogilvie, Carnahan, Gilbertson-White, Seaman, and Chrischilles declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
- Published
- 2024
- Full Text
- View/download PDF
14. Guideline-concordant breast cancer care by patient race and ethnicity accounting for individual-, facility- and area-level characteristics: a SEER-Medicare study.
- Author
-
Herbach EL, Curran M, Roberson ML, Carnahan RM, McDowell BD, Wang K, Lizarraga I, Nash SH, and Charlton M
- Subjects
- Aged, Aged, 80 and over, Female, Humans, Ethnicity statistics & numerical data, Healthcare Disparities ethnology, Healthcare Disparities statistics & numerical data, Practice Guidelines as Topic, United States, Black or African American, American Indian or Alaska Native, White, Breast Neoplasms therapy, Breast Neoplasms ethnology, Breast Neoplasms diagnosis, Guideline Adherence statistics & numerical data, Medicare statistics & numerical data, SEER Program
- Abstract
Purpose: To examine racial-ethnic variation in adherence to established quality metrics (NCCN guidelines and ASCO quality metrics) for breast cancer, accounting for individual-, facility-, and area-level factors., Methods: Data from women diagnosed with invasive breast cancer at 66+ years of age from 2000 to 2017 were examined using SEER-Medicare. Associations between race and ethnicity and guideline-concordant diagnostics, locoregional treatment, systemic therapy, documented stage, and oncologist encounters were estimated using multilevel logistic regression models to account for clustering within facilities or counties., Results: Black and American Indian/Alaska Native (AIAN) women had consistently lower odds of guideline-recommended care than non-Hispanic White (NHW) women (Diagnostic workup: OR
Black 0.83 (0.79-0.88), ORAIAN 0.66 (0.54-0.81); known stage: ORBlack 0.87 (0.80-0.94), ORAIAN 0.63 (0.47-0.85); seeing an oncologist: ORBlack 0.75 (0.71-0.79), ORAIAN 0.60 (0.47-0.72); locoregional treatment: ORBlack 0.80 (0.76-0.84), ORAIAN 0.84 (0.68-1.02); systemic therapies: ORBlack 0.90 (0.83-0.98), ORAIAN 0.66 (0.48-0.91)). Commission on Cancer accreditation and facility volume were significantly associated with higher odds of guideline-concordant diagnostics, stage, oncologist visits, and systemic therapy. Black residential segregation was associated with significantly lower odds of guideline-concordant locoregional treatment and systemic therapy. Rurality and area SES were associated with significantly lower odds of guideline-concordant diagnostics and oncologist visits., Conclusions: This is the first study to examine guideline-concordance across the continuum of breast cancer care from diagnosis to treatment initiation. Disparities were present from the diagnostic phase and persisted throughout the clinical course. Facility and area characteristics may facilitate or pose barriers to guideline-adherent treatment and warrant future investigation as mediators of racial-ethnic disparities in breast cancer care., (© 2024. The Author(s), under exclusive licence to Springer Nature Switzerland AG.)- Published
- 2024
- Full Text
- View/download PDF
15. A Nationwide Emergency Department Data Analysis to Predict Beers List Medications Use Among Older Adults.
- Author
-
Lee S, Frediani G, Lund BC, Kennelty K, Jeffery MM, and Carnahan RM
- Subjects
- Humans, Aged, Female, Male, United States, Aged, 80 and over, Inappropriate Prescribing statistics & numerical data, Health Care Surveys statistics & numerical data, Logistic Models, Emergency Service, Hospital statistics & numerical data, Emergency Service, Hospital organization & administration, Potentially Inappropriate Medication List statistics & numerical data
- Abstract
Background: The use of potentially inappropriate medications (PIMs) is considered an important quality indicator for older adults seen in the ambulatory care setting., Study Objectives: To evaluate the pattern of potentially inappropriate medication (PIMs) use as specified in the Beers Criteria, for older adults during emergency department (ED) visits in the United States., Methods: Using data from the National Hospital Ambulatory Care Survey (NHAMCS) we identified older adults (age 65 or older) discharged home from an ED visit in 2019. We defined PIMs as those with an 'avoid' recommendation under the American Geriatrics Society (AGS) 2019 Beers Criteria in older adults. Logistic regression models were used to assess demographic, clinical, and hospital factors associated with the use of any PIMs upon ED discharge., Results: Overall, 5.9% of visits by older adults discharged from the ED included administration or prescriptions for PIMs. Among those who received any PIMs, 25.5% received benzodiazepines, 42.5 % received anticholinergics, 1.4% received nonbenzodiazepine hypnotics, and 0.5% received barbiturates. A multivariable model showed statistically significant associations for age 65 to 74 (OR 1.91, 95% CI 1.39-2.62 vs. age >=75), dementia (OR 0.45, 95% CI 0.21-0.95), lower immediacy (OR 2.45, 95% CI 1.56-3.84 vs. higher immediacy), and Northeastern rural region (OR 0.34, 95% CI 0.21-0.55 vs. Midwestern rural)., Conclusion: We found that younger age and lower immediacy were associated with increased prescriptions of PIMs for older adults seen, while dementia and Northeastern rural region was associated with reduced use of PIMs seen and discharged from EDs in United States., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier Inc. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
16. The Iowa Health Data Resource (IHDR): an innovative framework for transforming the clinical health data ecosystem.
- Author
-
Davis HA, Santillan DA, Ortman CE, Hoberg AA, Hetrick JP, McBrearty CW, Zeng E, Vaughan Sarrazin MS, Dunn Lopez K, Chapman CG, Carnahan RM, Michaelson JJ, and Knosp BM
- Subjects
- Humans, Iowa, Health Resources, Translational Research, Biomedical
- Abstract
Importance: This manuscript will be of interest to most Clinical and Translational Science Awards (CTSA) as they retool for the increasing emphasis on translational science from translational research. This effort is an extension of the EDW4R work that most CTSAs have done to deploy infrastructure and tools for researchers to access clinical data., Objectives: The Iowa Health Data Resource (IHDR) is a strategic investment made by the University of Iowa to improve access to real-world health data. The goals of IHDR are to improve the speed of translational health research, to boost interdisciplinary collaboration, and to improve literacy about health data. The first objective toward this larger goal was to address gaps in data access, data literacy, lack of computational environments for processing Personal Health Information (PHI) and the lack of processes and expertise for creating transformative datasets., Methods: A three-pronged approach was taken to address the objective. The approach involves integration of an intercollegiate team of non-informatics faculty and staff, a data enclave for secure patient data analyses, and novel comprehensive datasets., Results: To date, all five of the health science colleges (dentistry, medicine, nursing, pharmacy, and public health) have had at least one staff and one faculty member complete the two-month experiential learning curriculum. Over the first two years of this project, nine cohorts totaling 36 data liaisons have been trained, including 18 faculty and 18 staff. IHDR data enclave eliminated the need to duplicate computational infrastructure inside the hospital firewall which reduced infrastructure, hardware and human resource costs while leveraging the existing expertise embedded in the university research computing team. The creation of a process to develop and implement transformative datasets has resulted in the creation of seven domain specific datasets to date., Conclusion: The combination of people, process, and technology facilitates collaboration and interdisciplinary research in a secure environment using curated data sets. While other organizations have implemented individual components to address EDW4R operational demands, the IHDR combines multiple resources into a novel, comprehensive ecosystem IHDR enables scientists to use analysis tools with electronic patient data to accelerate time to science., (© The Author(s) 2023. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2024
- Full Text
- View/download PDF
17. Postoperative Use of the Muscle Relaxants Baclofen and/or Cyclobenzaprine Associated With an Increased Risk of Delirium Following Lumbar Fusion.
- Author
-
Perez EA, Ray E, Gold CJ, Park BJ, Piscopo A, Carnahan RM, Banks M, Sanders RD, Olinger CR, Mueller RN, and Woodroffe RW
- Subjects
- Aged, Humans, Cohort Studies, Muscles drug effects, Postoperative Complications chemically induced, Postoperative Complications epidemiology, Retrospective Studies, Baclofen adverse effects, Emergence Delirium chemically induced, Emergence Delirium complications
- Abstract
Study Design: Retrospective, single-center, cohort study., Objective: Investigate whether the incidence of postoperative delirium in older adults undergoing spinal fusion surgery is associated with postoperative muscle relaxant administration., Summary of Background Data: Baclofen and cyclobenzaprine are muscle relaxants frequently used for pain management following spine surgery. Muscle relaxants are known to cause central nervous system side effects in the outpatient setting and are relatively contraindicated in individuals at high risk for delirium. However, there are no known studies investigating their side effects in the postoperative setting., Methods: Patients over 65 years of age who underwent elective posterior lumbar fusion for degenerative spine disease were stratified into two treatment groups based on whether postoperative muscle relaxants were administered on postoperative day one as part of a multimodal analgesia regimen. Doubly robust inverse probability weighting with cox regression for time-dependent covariates was used to examine the association between postoperative muscle relaxant use and the risk of delirium while controlling for variation in baseline characteristics., Results: The incidence of delirium was 17.6% in the 250 patients who received postoperative muscle relaxants compared with 7.9% in the 280 patients who did not receive muscle relaxants ( P=0.001 ). Multivariate analysis to control for variation in baseline characteristics between treatment groups found that patients who received muscle relaxants had a 2.00 (95% CI: 1.14-3.49) times higher risk of delirium compared with controls ( P=0.015 )., Conclusion: Postoperative use of muscle relaxants as part of a multimodal analgesia regimen was associated with an increased risk of delirium in older adults after lumber fusion surgery. Although muscle relaxants may be beneficial in select patients, they should be used with caution in individuals at high risk for postoperative delirium., Competing Interests: The authors report no conflicts of interest., (Copyright © 2023 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2023
- Full Text
- View/download PDF
18. Patterns of Evidence-Based Care for the Diagnosis, Staging, and First-line Treatment of Breast Cancer by Race-Ethnicity: A SEER-Medicare Study.
- Author
-
Herbach EL, Nash SH, Lizarraga IM, Carnahan RM, Wang K, Ogilvie AC, Curran M, and Charlton ME
- Subjects
- Aged, Female, Humans, Evidence-Based Medicine, Healthcare Disparities, Hispanic or Latino, Hormones, Medicare, SEER Program, United States, White, Black or African American, American Indian or Alaska Native, Breast Neoplasms diagnosis, Breast Neoplasms therapy, Ethnicity
- Abstract
Background: Racial and ethnic disparities in guideline-recommended breast cancer treatment are well documented, however studies including diagnostic and staging procedures necessary to determine treatment indications are lacking. The purpose of this study was to characterize patterns in delivery of evidence-based services for the diagnosis, clinical workup, and first-line treatment of breast cancer by race-ethnicity., Methods: SEER-Medicare data were used to identify women diagnosed with invasive breast cancer between 2000 and 2017 at age 66 or older (n = 2,15,605). Evidence-based services included diagnostic procedures (diagnostic mammography and breast biopsy), clinical workup (stage and grade determination, lymph node biopsy, and HR and HER2 status determination), and treatment initiation (surgery, radiation, chemotherapy, hormone therapy, and HER2-targeted therapy). Poisson regression was used to estimate rate ratios (RR) and 95% confidence intervals (CI) for each service., Results: Black and American Indian/Alaska Native (AIAN) women had significantly lower rates of evidence-based care across the continuum from diagnostics through first-line treatment compared to non-Hispanic White (NHW) women. AIAN women had the lowest rates of HER2-targeted therapy and hormone therapy initiation. While Black women also had lower initiation of HER2-targeted therapy than NHW, differences in hormone therapy were not observed., Conclusions: Our findings suggest patterns along the continuum of care from diagnostic procedures to treatment initiation may differ across race-ethnicity groups., Impact: Efforts to improve delivery of guideline-concordant treatment and mitigate racial-ethnic disparities in healthcare and survival should include procedures performed as part of the diagnosis, clinical workup, and staging processes., (©2023 American Association for Cancer Research.)
- Published
- 2023
- Full Text
- View/download PDF
19. Factors Associated With Receipt of Molecular Testing and its Impact on Time to Initial Systemic Therapy in Metastatic Non-Small Cell Lung Cancer.
- Author
-
Osazuwa-Peters OL, Wilson LE, Check DK, Roberts MC, Srinivasan S, Clark AG, Crawford J, Chrischilles E, Carnahan RM, Campbell WS, Cowell LG, Greenlee R, Abbott AM, Mosa ASM, Mandhadi V, Stoddard A, and Dinan MA
- Subjects
- Adult, Humans, Male, Retrospective Studies, Ethnicity, Molecular Diagnostic Techniques, Carcinoma, Non-Small-Cell Lung diagnosis, Carcinoma, Non-Small-Cell Lung drug therapy, Carcinoma, Non-Small-Cell Lung genetics, Lung Neoplasms diagnosis, Lung Neoplasms drug therapy, Lung Neoplasms genetics
- Abstract
Background: Despite recommendations for molecular testing irrespective of patient characteristics, differences exist in receipt of molecular testing for oncogenic drivers amongst metastatic non-small cell lung cancer (mNSCLC) patients. Exploration into these differences and their effects on treatment is needed to identify opportunities for improvement., Patients and Methods: We conducted a retrospective cohort study of adult patients diagnosed with mNSCLC between 2011 and 2018 using PCORnet's Rapid Cycle Research Project dataset (n = 3600). Log-binomial, Cox proportional hazards (PH), and time-varying Cox regression models were used to ascertain whether molecular testing was received, and time from diagnosis to molecular testing and/or initial systemic treatment in the context of patient age, sex, race/ethnicity, and multiple comorbidities status., Results: The majority of patients in this cohort were ≤ 65 years of age (median [25th, 75th]: 64 [57, 71]), male (54.3%), non-Hispanic white individuals (81.6%), with > 2 comorbidities in addition to mNSCLC (54.1%). About half the cohort received molecular testing (49.9%). Patients who received molecular testing had a 59% higher probability of initial systemic treatment than patients who were yet to receive testing. Multiple comorbidity status was positively associated with receipt of molecular testing (RR, 1.27; 95% CI 1.08, 1.49)., Conclusion: Receipt of molecular testing in academic centers was associated with earlier initiation of systemic treatment. This finding underscores the need to increase molecular testing rates amongst mNSCLC patients during a clinically relevant period. Further studies to validate these findings in community centers are warranted., (Copyright © 2023 Elsevier Inc. All rights reserved.)
- Published
- 2023
- Full Text
- View/download PDF
20. Evaluating the performance of machine learning methods for risk estimation of delirium in patients hospitalized from the emergency department.
- Author
-
Mueller B, Street WN, Carnahan RM, and Lee S
- Subjects
- Humans, Retrospective Studies, Hospitalization, Machine Learning, Emergency Service, Hospital, Delirium diagnosis, Delirium epidemiology
- Abstract
Introduction: Delirium is a cerebral dysfunction seen commonly in the acute care setting. It is associated with increased mortality and morbidity and is frequently missed in the emergency department (ED) and inpatient care by clinical gestalt alone. Identifying those at risk of delirium may help prioritize screening and interventions in the hospital setting., Objective: Our objective was to leverage electronic health records to identify a clinically valuable risk estimation model for prevalent delirium in patients being transferred from the ED to inpatient units., Methods: This was a retrospective cohort study to develop and validate a risk model to detect delirium using patient data available from prior visits and ED encounter. Electronic health records were extracted for patients hospitalized from the ED between January 1, 2014, and December 31, 2020. Eligible patients were aged 65 or older, admitted to an inpatient unit from the emergency department, and had at least one DOSS assessment or CAM-ICU recorded within 72 h of hospitalization. Six machine learning models were developed to estimate the risk of delirium using clinical variables including demographic features, physiological measurements, medications administered, lab results, and diagnoses., Results: A total of 28,531 patients met the inclusion criteria with 8057 (28.4%) having a positive delirium screening within the outcome observation period. Machine learning models were compared using the area under the receiver operating curve (AUC). The gradient boosted machine achieved the best performance with an AUC of 0.839 (95% CI, 0.837-0.841). At a 90% sensitivity threshold, this model achieved a specificity of 53.5% (95% CI 53.0%-54.0%) a positive predictive value of 43.5% (95% CI 43.2%-43.9%), and a negative predictive value of 93.1% (95% CI 93.1%-93.2%). A random forest model and L1-penalized logistic regression also demonstrated notable performance with AUCs of 0.837 (95% CI, 0.835-0.838) and 0.831 (95% CI, 0.830-0.833) respectively., Conclusion: This study demonstrated the use of machine learning algorithms to identify a combination of variables that enables an estimation of risk of positive delirium screens early in hospitalization to develop prevention or management protocols., (© 2023 The Authors. Acta Psychiatrica Scandinavica published by John Wiley & Sons Ltd.)
- Published
- 2023
- Full Text
- View/download PDF
21. Anticonvulsant use in persons living with dementia: When is it justified?
- Author
-
Carnahan RM and Saliba D
- Subjects
- Humans, Anticonvulsants therapeutic use, Caregivers, Dementia, Home Care Services
- Published
- 2023
- Full Text
- View/download PDF
22. Challenges and opportunities in creating a deprescribing program in the emergency department: A qualitative study.
- Author
-
Lee S, Bobb Swanson M, Fillman A, Carnahan RM, Seaman AT, and Reisinger HS
- Subjects
- Humans, Aged, Qualitative Research, Focus Groups, Emergency Service, Hospital, Deprescriptions, Physicians
- Abstract
Background: As the population of older adults increases, appropriate deprescribing becomes increasingly important for emergency geriatric care. Older adults represent the sickest patients with chronic medical conditions, and they are often exposed to high-risk medications. We need to provide an evidence-based, standardized deprescribing program in the acute care setting, yet the evidence base is lacking and standardized medication programs are needed., Methods: We conducted a qualitative study with the goal to understand the perspective of healthcare workers, patients, and caregivers on deprescribing high-risk medications in the context of emergency care practices, provider preferences, and practice variability, along with the facilitators and barriers to an effective deprescribing program in the emergency department (ED). To ensure rich, contextual data, the study utilized two qualitative methods: (1) a focus group with physicians, advanced practice providers, nurses, pharmacists, and geriatricians involved in care of older adults and their prescriptions in the acute care setting; (2) semi-structured interviews with patients and caregivers involved in treatment and emergency care. Transcriptions were coded using thematic content analysis, and the principal investigator (S.L.) and trained research staff categorized each code into themes., Results: Data collection from a focus group with healthcare workers (n = 8) and semi-structured interviews with patients and caregivers (n = 20) provided evidence of a potentially promising ED medication program, aligned with the vision of comprehensive care of older adults, that can be used to evaluate practices and develop interventions. We identified four themes: (1) Challenges in medication history taking, (2) missed opportunities in identifying high-risk medications, (3) facilitators and barriers to deprescribing recommendations, and (4) how to coordinate deprescribing recommendations., Conclusions: Our focus group and semi-structured interviews resulted in a framework for an ED medication program to screen, identify, and deprescribe high-risk medications for older adults and coordinate their care with primary care providers., (© 2022 The Authors. Journal of the American Geriatrics Society published by Wiley Periodicals LLC on behalf of The American Geriatrics Society.)
- Published
- 2023
- Full Text
- View/download PDF
23. Cardiac Adverse Events Associated With Chemo-Radiation Versus Chemotherapy for Resectable Stage III Non-Small-Cell Lung Cancer: A Surveillance, Epidemiology and End Results-Medicare Study.
- Author
-
Herbach E, O'Rorke MA, Carnahan RM, McDowell BD, Allen B, Grumbach I, London B, Smith BJ, Spitz DR, Seaman A, and Chrischilles EA
- Subjects
- United States epidemiology, Humans, Aged, Infant, Medicare, Carcinoma, Non-Small-Cell Lung epidemiology, Carcinoma, Non-Small-Cell Lung therapy, Lung Neoplasms epidemiology, Lung Neoplasms therapy, Myocardial Ischemia, Cardiovascular Diseases
- Abstract
Background We compared cardiac outcomes for surgery-eligible patients with stage III non-small-cell lung cancer treated adjuvantly or neoadjuvantly with chemotherapy versus chemo-radiation therapy in the Surveillance, Epidemiology and End Results-Medicare database. Methods and Results Patients were age 66+, had stage IIIA/B resectable non-small-cell lung cancer diagnosed between 2007 and 2015, and received adjuvant or neoadjuvant chemotherapy or chemo-radiation within 121 days of diagnosis. Patients having chemo-radiation and chemotherapy only were propensity-score matched and followed from day 121 to first cardiac outcome, noncardiac death, radiation initiation by patients who received chemotherapy only, fee-for-service enrollment interruption, or December 31, 2016. Cause-specific hazard ratios (HRs) and competing risks subdistribution HRs were estimated. The primary outcome was the first of these severe cardiac events: acute myocardial infarction, other hospitalized ischemic heart disease, hospitalized heart failure, percutaneous coronary intervention/coronary artery bypass graft, cardiac death, or urgent/inpatient care for pericardial disease, conduction abnormality, valve disorder, or ischemic heart disease. With median follow-up of 13 months, 70 of 682 patients who received chemo-radiation (10.26%) and 43 of 682 matched patients who received chemotherapy only (6.30%) developed a severe cardiac event ( P =0.008) with median time to first event 5.45 months. Chemo-radiation increased the rate of severe cardiac events (cause-specific HR: 1.62 [95% CI, 1.11-2.37] and subdistribution HR: 1.41 [95% CI, 0.97-2.04]). Cancer severity appeared greater among patients who received chemo-radiation (noncardiac death cause-specific HR, 2.53 [95% CI, 1.93-3.33] and subdistribution HR, 2.52 [95% CI, 1.90-3.33]). Conclusions Adding radiation therapy to chemotherapy is associated with an increased risk of severe cardiac events among patients with resectable stage III non-small-cell lung cancer for whom survival benefit of radiation therapy is unclear.
- Published
- 2022
- Full Text
- View/download PDF
24. Role of Changing Procedural Characteristics Versus Changing Risk Profile in Age-Based Trends of Outcomes in Patients With Transfemoral Transcatheter Aortic Valve Replacement From 2012 to 2018: A Nationwide Analysis.
- Author
-
Ashraf M and Carnahan RM
- Subjects
- Humans, Adult, Infant, Newborn, Infant, Risk Factors, Treatment Outcome, Time Factors, Aortic Valve surgery, Postoperative Complications, Transcatheter Aortic Valve Replacement, Aortic Valve Stenosis
- Abstract
Background The trends in outcomes in patients who undergo transcatheter aortic valve replacement are well described in the literature. Some of these trends are driven by the decreasing risk profile of patients because of changing indications for transcatheter aortic valve replacement. We aimed to evaluate these trends in different age groups and quantify how much of these trends are driven by changes in procedural characteristics. Methods and Results Using the National Inpatient Sample from 2012 to 2018, we identified 204 230 adult patients who underwent transfemoral aortic valve replacement. The study's primary objective was to evaluate the changes in age-based trends in in-hospital mortality driven by changes in procedural characteristics over time. The secondary objectives were to evaluate similar trends in cardiac and noncardiac complications and resource use. Univariate and multivariate linear and logistic regression were used to obtain effect sizes. From 2012 to 2018, in-hospital mortality decreased from 1.8% to 0.79% in the age group 18 to 64 years, from 3.8% to 1.6% in the age group 65 to 80 years, and from 5.3% to 1.5% in the age group >80 years ( P trend<0.01 for all age groups); these trends remained statistically significant on adjusted analysis except in patients aged 18 to 64 years. The other outcomes also showed variable trends over time. Length of stay, cost, and early discharge rates improved even after adjusting for comorbidities, which is likely attributable to improvement in procedural characteristics. Conclusions The changes in outcomes related to transcatheter aortic valve replacement are partly driven by changing patient risk profiles over time, but procedural characteristics have likely contributed to these trends in all age groups.
- Published
- 2022
- Full Text
- View/download PDF
25. The effects of antidepressants on depressive symptoms in manifest Huntington's disease.
- Author
-
Ogilvie AC, Carnahan RM, Chrischilles EA, and Schultz JL
- Subjects
- Antidepressive Agents therapeutic use, Depression drug therapy, Disease Progression, Humans, Retrospective Studies, Huntington Disease complications, Huntington Disease drug therapy
- Abstract
Objective: Currently there is little evidence to guide the treatment of depression in Huntington's disease (HD). The primary objective was to determine the effectiveness of antidepressant medications on lowering depressive symptom scores in patients with manifest HD. The secondary objective was to determine the effect of antidepressant use on measures of disease progression., Methods: After retrospectively identifying motor-manifest HD participants with at least borderline depressive symptoms from the Enroll-HD database, 86 new users of antidepressant medication were exact matched with non-users on depression score, and matched on propensity scores developed using age, sex, CAG repeat length, anxiety scores, and disease progression measures. Linear mixed effect models were used to assess the change in depression scores, anxiety scores, and disease progression measures based on antidepressant use between two visits approximately one-year apart., Results: There was no significant difference in the change in depression score between antidepressant users and non-users (p = 0.46). There were also no significant differences in the change in total motor score (p = 0.88), total functional capacity score (p = 0.16), number correct on the symbol digit modality test (p = 0.49), or anxiety score (p = 0.68)., Conclusions: Initiation of antidepressant medication was not associated with a greater reduction in depressive symptoms or changes in other symptoms when compared to non-use. The findings of this study support further research on the effectiveness of antidepressants in Huntington's disease patients. Clinical trials or studies with a larger sample of new antidepressant users should be used to assess the causal effects of antidepressant medications on depressive symptoms., Competing Interests: Declaration of Competing Interest The authors declare that there are no additional disclosures to report., (Copyright © 2022 Elsevier Inc. All rights reserved.)
- Published
- 2022
- Full Text
- View/download PDF
26. Emergency Department Communication in Persons Living With Dementia and Care Partners: A Scoping Review.
- Author
-
Carpenter CR, Leggett J, Bellolio F, Betz M, Carnahan RM, Carr D, Doering M, Hansen JC, Isaacs ED, Jobe D, Kelly K, Morrow-Howell N, Prusaczyk B, Savage B, Suyama J, Vann AS, Rising KL, Hwang U, and Shah MN
- Subjects
- Communication, Emergency Service, Hospital, Humans, Self Care, Caregivers, Dementia
- Abstract
Objectives: To synthesize published research exploring emergency department (ED) communication strategies and decision-making with persons living with dementia (PLWD) and their care partners as the basis for a multistakeholder consensus conference to prioritize future research., Design: Systematic scoping review., Settings and Participants: PLWD and their care partners in the ED setting., Methods: Informed by 2 Patient-Intervention-Comparison-Outcome (PICO) questions, we conducted systematic electronic searches of medical research databases for relevant publications following standardized methodological guidelines. The results were presented to interdisciplinary stakeholders, including dementia researchers, clinicians, PLWD, care partners, and advocacy organizations. The PICO questions included: How does communication differ for PLWD compared with persons without dementia? Are there specific communication strategies that improve the outcomes of ED care? Future research areas were prioritized., Results: From 5451 studies identified for PICO-1, 21 were abstracted. From 2687 studies identified for PICO-2, 3 were abstracted. None of the included studies directly evaluated communication differences between PLWD and other populations, nor the effectiveness of specific communication strategies. General themes emerging from the scoping review included perceptions by PLWD/care partners of rushed ED communication, often exacerbated by inconsistent messages between providers. Care partners consistently reported limited engagement in medical decision-making. In order, the research priorities identified included: (1) Barriers/facilitators of effective communication; (2) valid outcome measures of effective communication; (3) best practices for care partner engagement; (4) defining how individual-, provider-, and system-level factors influence communication; and (5) understanding how each member of ED team can ensure high-quality communication., Conclusions and Implications: Research exploring ED communication with PLWD is sparse and does not directly evaluate specific communication strategies. Defining barriers and facilitators of effective communication was the highest-ranked research priority, followed by validating outcome measures associated with improved information exchange., (Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2022
- Full Text
- View/download PDF
27. Telehealth Utilization Is Associated with Lower Risk of Discontinuation of Buprenorphine: a Retrospective Cohort Study of US Veterans.
- Author
-
Vakkalanka JP, Lund BC, Ward MM, Arndt S, Field RW, Charlton M, and Carnahan RM
- Subjects
- Humans, Opiate Substitution Treatment, Retrospective Studies, Buprenorphine therapeutic use, Opioid-Related Disorders drug therapy, Opioid-Related Disorders epidemiology, Telemedicine, Veterans
- Abstract
Objective: Treatment for opioid use disorder (OUD) may include a combination of pharmacotherapies (such as buprenorphine) with counseling services if clinically indicated. Medication management or engagement with in-person counseling services may be hindered by logistical and financial barriers. Telehealth may provide an alternative mechanism for continued engagement. This study aimed to evaluate the association between telehealth encounters and time to discontinuation of buprenorphine treatment when compared to traditional in-person visits and to evaluate potential effect modification by rural-urban designation and in-person and telehealth combination treatment., Methods: A retrospective cohort study of Veterans diagnosed with OUD and treated with buprenorphine across all facilities within the Veterans Health Administration (VHA) between 2008 and 2017. Exposures were telehealth and in-person encounters for substance use disorder (SUD) and mental health, treated as time-varying covariates. The primary outcome was treatment discontinuation, evaluated as 14 days of absence of medication from initiation through 1 year., Results: Compared to in-person encounters, treatment discontinuation was lower for telehealth for SUD (aHR: 0.69; 95%CI: 0.60, 0.78) and mental health (aHR: 0.69; 95%CI: 0.62, 0.76). There was no evidence of effect modification by rural-urban designation. Risk of treatment discontinuation appeared to be lower among those with telehealth only compared to in-person only for both SUD (aHR: 0.48, 95%CI: 0.37, 0.62) and for mental health (aHR: 0.46; 95%CI: 0.33, 0.65)., Conclusions: As telehealth demonstrated improved treatment retention compared to in-person visits, it may be a suitable option for engagement for patients in OUD management. Efforts to expand services may improve treatment retention and health outcomes for VHA and other health care systems., (© 2021. Society of General Internal Medicine.)
- Published
- 2022
- Full Text
- View/download PDF
28. Therapeutic relationships between Veterans and buprenorphine providers and effects on treatment retention.
- Author
-
Vakkalanka JP, Lund BC, Arndt S, Field W, Charlton M, Ward MM, and Carnahan RM
- Subjects
- Adolescent, Adult, Analgesics, Opioid therapeutic use, Humans, Opiate Substitution Treatment, Retrospective Studies, Buprenorphine therapeutic use, Opioid-Related Disorders drug therapy, Veterans
- Abstract
Objective: To examine the extent to which there was any therapeutic relationship between Veterans and their initial buprenorphine provider and whether the presence of this relationship influenced treatment retention., Data Sources: National, secondary administrative data used from the Veterans Health Administration (VHA), 2008-2017., Study Design: Retrospective cohort study. The primary exposure was a therapeutic relationship between the Veteran and buprenorphine provider, defined as the presence of a previous visit or medication prescribed by the provider in the 2 years preceding buprenorphine treatment initiation. The primary outcome was treatment discontinuation, evaluated as 14 days of absence of medication from initiation through 1 year., Data Collection/extraction Methods: Adult Veterans (age ≥ 18 years) diagnosed with opioid use disorder and treated with buprenorphine or buprenorphine/naloxone within the VHA system were included in this study. We excluded those receiving buprenorphine patches, those with documentation of a metastatic tumor diagnosis within 2 years prior to buprenorphine initiation, and those without geographical information on rurality., Principal Findings: A total of 28,791 Veterans were included in the study. Within the overall study sample, 56.3% (n = 16,206) of Veterans previously had at least one outpatient encounter with their initial buprenorphine provider, and 24.9% (n = 7174) of Veterans previously had at least one prescription from that provider in the 2 years preceding buprenorphine initiation. There was no significant or clinically meaningful association between therapeutic relationship history and treatment retention when defined as visit history (aHR: 0.99; 95% CI: 0.96, 1.02) or medication history (aHR: 1.03; 95% CI: 1.00, 1.07)., Conclusions: Veterans initiating buprenorphine frequently did not have a therapeutic history with their initial buprenorphine provider, but this relationship was not associated with treatment retention. Future work should investigate how the quality of Veteran-provider therapeutic relationships influences opioid use dependence management and whether eliminating training requirements for providers might affect access to buprenorphine, and subsequently, treatment initiation and retention., (© 2021 Health Research and Educational Trust.)
- Published
- 2022
- Full Text
- View/download PDF
29. Self-controlled assessment of thromboembolic event (TEE) risk following intravenous immune globulin (IGIV) in the U.S. (2006-2012).
- Author
-
Ammann EM, Chrischilles EA, Carnahan RM, Fireman B, Fuller CC, Schweizer ML, Garcia C, Pimentel M, Leonard CE, Baker MA, Cuker A, Leira EC, Robinson JG, and Winiecki SK
- Subjects
- Humans, Immunoglobulins, Intravenous adverse effects, Pharmacovigilance, Venous Thromboembolism drug therapy, Venous Thrombosis drug therapy
- Abstract
Since 2013, the U.S. Food and Drug administration (FDA) has required that intravenous immune globulin (IGIV) products carry a boxed warning concerning the risk of thromboembolic events (TEEs). This study assessed the incidence of TEEs attributable to IGIV in a large population-based cohort. A self-controlled risk interval design was used to quantify the transient increase in TEE risk during the risk interval (days 0-2 and 0-13 following IGIV for arterial and venous TEEs, respectively) relative to a later control interval (days 14-27 following IGIV). Potential IGIV-exposed TEE cases from 2006 to 2012 were identified from the FDA-sponsored Sentinel Distributed Database and confirmed through medical record review. Inpatient IGIV exposures were not included in the venous TEE analysis due to concerns about time-varying confounding. 19,069 new users of IGIV who received 93,555 treatment episodes were included. Charts were retrieved for 62% and 70% of potential venous and arterial cases, respectively. There was a transient increase in the risk of arterial TEEs during days 0-2 following IGIV treatment (RR = 4.69; 95% CI 1.87, 11.90; absolute increase in risk = 8.86 events per 10,000 patients, 95% CI 3.25, 14.6), but no significant increase in venous TEE risk during days 0-13 following outpatient IGIV treatments (RR = 1.07, 95% CI 0.34, 3.48). Our results suggest there is a small increase in the absolute risk of arterial TEEs following IGIV. However, lower-than-expected chart retrieval rates and the possibility of time-varying confounding mean that our results should be interpreted cautiously. Continued pharmacovigilance efforts are warranted., (© 2021. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2022
- Full Text
- View/download PDF
30. Impact of Surgeon Type and Rurality on Treatment and Survival of Ovarian Cancer Patients.
- Author
-
Weeks KS, Lynch CF, West MM, Carnahan RM, O'Rorke MA, Oleson JJ, McDonald ME, and Charlton ME
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Female, Humans, Iowa, Middle Aged, Survival Rate, Young Adult, Gynecology, Ovarian Neoplasms mortality, Ovarian Neoplasms surgery, Rural Health Services, Surgical Oncology, Urban Health Services
- Abstract
Background: National Comprehensive Cancer Network guidelines recommend ovarian cancer patients receive cancer-directed surgery from a gynecologic oncologist surgeon. We aimed to determine if rurality impacts type of surgeon and estimate if the interaction between rurality and type of surgeon impacts cytoreductive surgery, chemotherapy initiation, and survival., Methods: Our population-based cohort of Iowan (N=675) ovarian cancer patients included women diagnosed with histologically confirmed stages IB-IV cancer in 2010 to 2016 at the ages of 18 to 89 years old and who received cancer-directed surgery in Iowa. Multivariable logistic regression analysis and Cox proportional hazards models were used., Results: Rural (vs. urban) patients were less likely to receive surgery from a gynecologic oncologist (adjusted odds ratio [OR]: 0.48; 95% confidence interval [CI]: 0.30-0.78). Rural patients with a gynecologic oncologist (vs. nongynecologic oncologist) surgeon were more likely to receive cytoreduction (OR: 2.84; 95% CI: 1.31-6.14) and chemotherapy (OR: 4.22; 95% CI: 1.82-9.78). Gynecologic oncologist-provided surgery conferred a 3-year cause-specific survival advantage among rural patients (adjusted hazard ratio: 0.57; 95% CI: 0.33-0.97) and disadvantage among urban patients (hazard ratio: 1.77; 95% CI: 1.02-3.06) in the model without treatment covariates. Significance dissipated in models with treatment variables., Discussion: The variation in the gynecologic oncologist survival advantage may be because of treatment, referral, volume, or nongynecologic oncologist surgeons' specialty difference by rurality. This is the first study to investigate the ovarian cancer survival advantage of having a gynecologic oncologist surgeon by rurality., Competing Interests: The authors declare no conflicts of interest., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
31. An educational module to improve knowledge of delirium screening in the Emergency Department.
- Author
-
Minion SC, Obr BJ, Carnahan RM, and Lee S
- Subjects
- Emergency Service, Hospital, Humans, Mass Screening methods, Program Evaluation, Delirium diagnosis, Emergency Medicine education
- Abstract
Competing Interests: Declaration of Competing Interest None.
- Published
- 2021
- Full Text
- View/download PDF
32. Association Between Buprenorphine for Opioid Use Disorder and Mortality Risk.
- Author
-
Vakkalanka P, Lund BC, Arndt S, Field W, Charlton M, Ward MM, and Carnahan RM
- Subjects
- Analgesics, Opioid adverse effects, Humans, Opiate Substitution Treatment, Retrospective Studies, Buprenorphine therapeutic use, Drug Overdose drug therapy, Opioid-Related Disorders drug therapy
- Abstract
Introduction: Veterans with opioid use disorder have an increased risk of suicide and overdose compared with the general population. Buprenorphine, a U.S. Food and Drug Administration-approved medication to treat opioid use disorder, has shown benefits, including decreased risk of illicit drug use and overdose. This study assesses the mortality outcomes with buprenorphine pharmacotherapy among Veterans up to 5 years from treatment initiation., Methods: This was a retrospective cohort study of Veterans receiving buprenorphine (2008-2017) across any Veterans Health Administration facility. Buprenorphine pharmacotherapy was evaluated as a time-varying covariate. The primary outcome was death up to 5 years from treatment initiation by suicide and overdose combined; secondary outcomes included suicide, overdose, opioid-specific overdose, and all-cause death. Secondary analyses included evaluating the risk of mortality in recent discontinuation and effect modification by select characteristics. All analyses were conducted in 2020., Results: Veterans who were not receiving buprenorphine were 4.33 (adjusted hazard ratio; 95% CI=3.60, 5.21) times more likely to die by suicide/overdose than those receiving buprenorphine pharmacotherapy on any given day, with similar protective associations with treatment across secondary outcomes. The risk of suicide/overdose was highest 8-14 days from treatment discontinuation (adjusted hazard ratio=6.54, 95% CI=4.32, 9.91) than in currently receiving buprenorphine pharmacotherapy. There was no evidence of effect modification by the selected covariates., Conclusions: Mortality risk was greater among Veterans who were not receiving buprenorphine pharmacotherapy than among those who were. Providers should consider whether buprenorphine pharmacotherapy, either intermittent or continuous, may provide health benefits for their patients and prevent mortality., (Copyright © 2021 American Journal of Preventive Medicine. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
33. Antipsychotic Initiation Among Older Dementia Patients Using Cholinesterase Inhibitors: A National Retrospective Cohort Study.
- Author
-
Rege S, Carnahan RM, Johnson ML, Chen H, Holmes HM, and Aparasu RR
- Subjects
- Acetylcholinesterase therapeutic use, Aged, Cholinesterase Inhibitors adverse effects, Cohort Studies, Humans, Indans therapeutic use, Medicare, Phenylcarbamates therapeutic use, Piperidines adverse effects, Retrospective Studies, United States, Alzheimer Disease drug therapy, Antipsychotic Agents adverse effects
- Abstract
Background: Evidence regarding the initiation of antipsychotic medications across individual cholinesterase inhibitors (ChEIs) to manage the behavioral symptoms of dementia is lacking., Objectives: This study compared the risk of initiation of antipsychotic medications among older adults with dementia treated with the ChEIs donepezil, rivastigmine, or galantamine., Methods: This retrospective cohort study used multiyear (2013-2015) Medicare claims data involving Parts A, B, and D. The study sample included community-dwelling older adults (aged ≥ 65 years) with a diagnosis of dementia. The study identified new users of ChEIs and followed them for up to 180 days for antipsychotic initiation. The ChEIs included donepezil, rivastigmine, and galantamine, whereas antipsychotics included typical and atypical agents. Donepezil was used as the reference category as it is the most commonly used ChEI and only acts on acetylcholinesterase, whereas both rivastigmine and galantamine have dual mechanisms of action. Multivariable Cox proportional hazards regression compared the risk of and time to antipsychotic initiation among the three ChEIs, adjusting for other risk factors., Results: The study cohort consisted of 178,441 older adults with dementia who were new users of ChEIs. A total of 23,433 (15.14%) donepezil users, 4114 (19.04%) rivastigmine users, and 324 (15.77%) galantamine users initiated antipsychotics. The mean time to antipsychotic initiation among patients who received antipsychotics was 109.29 ± 69.72 days for donepezil users, 96.70 ± 71.60 days for rivastigmine users, and 104.15 ± 72.53 days for galantamine users. The Cox regression analysis showed that rivastigmine (adjusted hazard ratio [aHR] = 1.27; 95% confidence interval [CI], 1.20-1.34) was significantly associated with antipsychotic initiation compared with donepezil, whereas no significant difference was observed between galantamine and donepezil (aHR = 0.98; 95% CI, 0.81-1.20)., Conclusion: The study found a 27% increased risk of antipsychotic initiation among users of rivastigmine compared with donepezil users. There was no difference between galantamine and donepezil for antipsychotic initiation. Although the limitations of the study should be considered, the results suggest that donepezil or galantamine may be more appropriate treatments for older patients with dementia, to minimize antipsychotic use.
- Published
- 2021
- Full Text
- View/download PDF
34. Risk Factors and Survival Analysis of Spinal Cord Stimulator Explantation.
- Author
-
Dougherty MC, Woodroffe RW, Wilson S, Gillies GT, Howard MA 3rd, and Carnahan RM
- Subjects
- Humans, Retrospective Studies, Risk Factors, Spinal Cord, Survival Analysis, Spinal Cord Stimulation
- Abstract
Objective: The treatment failure rate for spinal cord stimulators (SCS) remains unacceptably high, with reports of removal in up to 30% of patients. The purpose of this study is to perform survival and multivariate regression analyses of patients who have undergone SCS explantation in order to identify patient characteristics that may predict treatment failure., Materials and Methods: We identified 253 patients who underwent SCS placement using current procedural terminology codes in a private health insurance data base spanning 2003-2016. Patient demographics, opioid use, surgical indications, as well as comorbidities were noted. At least 6 months of continuous claims data before and after implantation were required for inclusion. Patients who underwent explantation were defined as those who underwent removal without replacement within 90 days and had at least 90 days of continuous insurance eligibility following removal. Those who underwent removal for infectious reasons were identified with corresponding diagnosis codes., Results: Of the 252 patients who met the inclusion criteria, 17 (6.7%) underwent SCS explantation. Median follow-up time was 2.0 years. Of those who had their system explanted, six patients (2.8%) had their systems removed for infection and 11 (4.3%) for noninfectious reasons. Bivariate analysis revealed that younger age and tobacco use were associated with an increased likelihood of explantation. The Cox proportional hazards analysis demonstrated that younger age, tobacco use, and the presence of "other" mental health disorders were predictive of explantation., Conclusions: In a cohort of SCS patients from multiple institutions, this study demonstrates that explantation for noninfectious reasons is more likely in younger patients, tobacco users, and those with certain psychiatric conditions. With an estimated 10% of patients opting to have their devices removed within 5 years of implantation, refining the ability of clinicians to predict who will see benefit from SCS treatment remains necessary., (© 2020 International Neuromodulation Society.)
- Published
- 2021
- Full Text
- View/download PDF
35. Breast cancer endocrine therapy adherence in health professional shortage areas: Unique effects on patients with mental illness.
- Author
-
Haskins CB, McDowell BD, Carnahan RM, Fiedorowicz JG, Wallace RB, Smith BJ, and Chrischilles EA
- Subjects
- Aged, Female, Humans, Breast Neoplasms drug therapy, Health Services Accessibility standards, Medically Underserved Area, Psychotic Disorders etiology
- Abstract
Objective: Evaluate whether breast cancer endocrine therapy adherence is affected by access to primary and mental health care, particularly among at-risk patients with mental illness., Methods: The study included 21,892 SEER-Medicare women aged 68 or older with stage I-IV ER+ breast cancer, 2007 to 2013. Patient home counties during breast cancer diagnosis, if evaluated for HPSA care shortage status, were categorized as least, moderate, or highest shortage; unevaluated counties (no known shortage) were a fourth category. Endocrine therapy initiation and discontinuation were analyzed with Cox regression, and daily adherence with longitudinal linear regression., Results: After multivariate adjustment, patients in high primary care shortage counties were less likely to initiate endocrine therapy, reference least shortage [HR 0.92 (95% CI 0.86-0.97)]. Unevaluated counties had more oncologists per capita, fewer residents below the federal poverty level, and higher incomes. Mental health shortages were not associated with outcomes, however subgroups living in unevaluated counties were less likely to discontinue: patients with bipolar and psychotic disorders [discontinuation HR 0.35 (95% CI 0.17-0.73)], substance use [HR 0.48 (95% CI 0.24-0.95)], anxiety disorders [HR 0.56 (95% CI 0.35-0.90)]., Conclusions: Poor primary care access was associated with a lower likelihood of initiating endocrine therapy but living in counties without established mental health shortages may reduce the harmful association between mental illness and incomplete treatment receipt. Patients with mental illness may be more equipped to complete cancer treatment if given better mental health care access, suggesting a need for care coordination between primary and mental health care., (Copyright © 2020 Elsevier Inc. All rights reserved.)
- Published
- 2021
- Full Text
- View/download PDF
36. Exploration of PCORnet Data Resources for Assessing Use of Molecular-Guided Cancer Treatment.
- Author
-
Carnahan RM, Waitman LR, Charlton ME, Schroeder MC, Bossler AD, Campbell WS, Campbell JR, McDowell BD, Smith NC, Gryzlak BM, and Chrischilles EA
- Subjects
- Aged, Current Procedural Terminology, Humans, Registries, United States epidemiology, Colorectal Neoplasms, Medicare
- Abstract
Purpose: Examine the ability of PCORnet data resources to investigate molecular-guided cancer treatment., Patients and Methods: Patients (N = 86,154) had single primary solid tumors (diagnosed 2013-2017) from hospital oncology registries linked to the PCORnet Common Data Model (CDM) at 11 medical institutions. Molecular and anatomic test procedures and oral and infused therapies were identified with Current Procedural Terminology (CPT) and Healthcare Common Procedure Coding System (HCPCS) codes, RxNorm Concept Unique Identifier, and National Drug Codes from CDM tables. Chart review (2 institutions, n = 213) for advanced colorectal cancer and Medicare claims linkages (7 institutions, n = 1,731) for breast cancer explored options for increasing electronic data capture., Results: Molecular testing prevalence detected via analyte-specific molecular CPT/HCPCS codes was 5.5% (n = 4,784); for the nonspecific anatomic pathology codes, for which only some testing is performed to guide therapy selection, it was an additional 44.8% (n = 38,610). Molecular-guided therapy prevalence was 5% (n = 4,289). Testing and treatment were most common with stage IV disease and varied across cancer types and study institutions (testing, 0%-10.4%; treatment, 0.8%-8.4%). Therapy-concordant test results were found in charts for all 36 treated patients with colorectal cancer at the 2 institutions, 3 (8.3%) of whom received treatment outside the institution. Breast cancer Medicare claims linkage increased rates of identified testing from 62.7%-98.9% and treatment from 3.9%-8.2%., Conclusion: Although a minority of patients received molecular-guided therapies, the majority had testing that could guide cancer treatment. Claims data extended electronic data capture for therapies and test orders but often was uninformative for types of test ordered. Test results continue to require text data curation from narrative pathology reports.
- Published
- 2020
- Full Text
- View/download PDF
37. Effects of Previous Medication Regimen Factors and Bipolar and Psychotic Disorders on Breast Cancer Endocrine Therapy Adherence.
- Author
-
Haskins CB, Neuner JM, McDowell BD, Carnahan RM, Fiedorowicz JG, Wallace RB, Smith BJ, and Chrischilles EA
- Subjects
- Administrative Claims, Healthcare statistics & numerical data, Aged, Aged, 80 and over, Antineoplastic Agents, Hormonal economics, Antineoplastic Agents, Hormonal therapeutic use, Antineoplastic Combined Chemotherapy Protocols economics, Bipolar Disorder psychology, Breast pathology, Breast surgery, Breast Neoplasms economics, Breast Neoplasms epidemiology, Chemotherapy, Adjuvant methods, Chemotherapy, Adjuvant statistics & numerical data, Comorbidity, Datasets as Topic, Drug Costs statistics & numerical data, Female, Health Expenditures statistics & numerical data, Humans, Mastectomy, Medicare Part D statistics & numerical data, Medication Adherence psychology, Psychotic Disorders psychology, Receptors, Estrogen analysis, Receptors, Estrogen antagonists & inhibitors, Receptors, Estrogen metabolism, Retrospective Studies, SEER Program statistics & numerical data, United States epidemiology, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Bipolar Disorder epidemiology, Breast Neoplasms therapy, Psychotic Disorders epidemiology, Assessment of Medication Adherence
- Abstract
Background: Endocrine therapy adherence remains a barrier to optimal estrogen receptor-positive breast cancer outcomes. We theorized that experience navigating difficult medication regimen factors, such as route of administration complexity, might improve subsequent adherence after stressful cancer diagnoses but not for patients with bipolar and psychotic disorders at risk of poor access and nonadherence., Materials and Methods: We included 21,894 women aged ≥ 68 years at their first surgically treated stage I-IV estrogen receptor-positive breast cancer (2007-2013) from the Surveillance, Epidemiology, and End Results-Medicare data set, of whom 5.8% had bipolar or psychotic disorders. We required continuous fee-for-service Medicare (parts A and B) data for ≥ 36 months before and 18 months after the cancer diagnosis. The medication regimen factors in the part D claims for 4 months before included the number of all medications used, pharmacy visits, and administration complexity (medication regimen complexity index subscale). Cox regression analysis was used to model the time to initiation and discontinuation, with longitudinal linear regression for adherence to endocrine therapy., Results: Women with more frequent previous medication use and pharmacy visits were more likely to initiate, 4+ medications and 2+ visits versus no medication (hazard ratio [HR], 1.47; 95% confidence interval [CI], 1.33-1.63), to adhere (6.0%; 95% CI, 4.3-7.6), and to continuously use their endocrine therapy (discontinuation HR, 0.48; 95% CI, 0.39-0.59). Medication administration complexity had modest effects. Difficult medication regimens were more common for patients with bipolar and psychotic disorders but had no statistically significant effects., Conclusions: Experience with frequent previous medication use and pharmacy visits might increase the likelihood of endocrine therapy use for most patients but not for those with bipolar and psychotic disorders., (Copyright © 2019 Elsevier Inc. All rights reserved.)
- Published
- 2020
- Full Text
- View/download PDF
38. Anticholinergic burden and risk of cognitive impairment in elderly nursing home residents with depression.
- Author
-
Chatterjee S, Bali V, Carnahan RM, Chen H, Johnson ML, and Aparasu RR
- Subjects
- Aged, Case-Control Studies, Depression chemically induced, Depression drug therapy, Depression epidemiology, Humans, Medicare, Nursing Homes, United States epidemiology, Cholinergic Antagonists adverse effects, Cognitive Dysfunction chemically induced, Cognitive Dysfunction epidemiology
- Abstract
Background: Although the adverse cognitive effects of anticholinergic medications in the elderly are well-documented, little is known regarding the cognitive impact of anticholinergics among nursing home residents with depression., Objective: This study examined the risk of mild-to-moderate cognitive impairment due to anticholinergic burden among elderly nursing home residents with depression., Methods: A population-based nested case-control study was conducted using Minimum Data Set (MDS)-linked Medicare data where the base cohort included patients ≥ 65 years with depression who had intact cognition (MDS Cognition score of 0 or 1) and no dementia. Cases were identified as those who had mild-to-moderate cognition (MDS Cognition score of 2-4). Each case was matched on age and sex to one control using incidence density sampling. The study evaluated cumulative anticholinergic burden (defined as score of 3 or more) within 30, 60 and 90 days preceding the event date based on the Anticholinergic Drug Scale (ADS). Conditional logistic regression model stratified on matched case-control sets was performed to evalaute cognitive impairment due to cumulative anticholinergic burden after controlling for other risk factors., Results: The study sample included 3707 cases with mild-to-moderate cognition and 3707 matched controls with intact cognition. Bivariate analysis showed significant association between cumulative anticholinergic exposure and cognitive impairment (Odds Ratio [OR], 1.15; 95% Confidence Interval [CI],1.04-1.30); after controlling for potential risk factors, cumulative anticholinergic exposure 30 days preceding the event was no longer associated with cognitive impairment, (aOR, 1.07; 95% CI, 0.95-1.21). However, the odds of cognitive impairment increased with cumulative anticholinergic exposure 60 days (aOR 1.16; 1.04-1.30) and 90 days (aOR 1.28; 1.14-1.44) before the event date., Conclusion: Cumulative anticholinergic use for prolonged exposure periods was associated with modestly increased risk of cognitive impairment in elderly residents with depression who had intact cognition. The findings suggest the need to be cautious when prescribing multiple anticholinergic drugs in residents, including those with intact cognition., (Copyright © 2019. Published by Elsevier Inc.)
- Published
- 2020
- Full Text
- View/download PDF
39. Predictors of Reduced Opioid Use With Spinal Cord Stimulation in Patients With Chronic Opioid Use.
- Author
-
Dougherty MC, Woodroffe RW, Wilson S, Gillies GT, Howard MA 3rd, and Carnahan RM
- Subjects
- Adult, Analgesics, Opioid adverse effects, Chronic Pain drug therapy, Female, Humans, Male, Middle Aged, Opioid-Related Disorders diagnosis, Opioid-Related Disorders therapy, Pain Measurement drug effects, Pain Measurement methods, Predictive Value of Tests, Retrospective Studies, Spinal Cord Stimulation methods, Analgesics, Opioid administration & dosage, Chronic Pain diagnosis, Chronic Pain therapy, Insurance Claim Reporting trends, Pain Measurement trends, Spinal Cord Stimulation trends
- Abstract
Objectives: Spinal cord stimulation (SCS) has gained traction as an alternative to chronic opioid therapy in light of the opioid crisis. Prior reports vary widely in their estimates of its effect on opioid consumption. We therefore aimed to address the following questions: 1) Does chronic opioid use change after SCS? 2) Which patient characteristics predict reduced opioid consumption after SCS?, Materials and Methods: Claims from a private health insurance company were used to identify patients with SCS implantation from 2003 to 2014. We required 12 months of continuous data before and after surgery (i.e., a minimum total observation period of two years), and at least two opioid prescription fills in the six months before surgery. Daily morphine equivalent dose (MED) was calculated from prescription medication claims. Diagnosis codes identified common comorbidities., Results: Hundred forty-five patients met inclusion criteria. MED of 65 was the most statistically meaningful preoperative dose threshold. Approximately half of patients decreased opioid use >20% after SCS implantation. Logistic regression analysis revealed age (p = 0.0362), gender (p = 0.0076), and preoperative daily MED < 65 (p = 0.0322) as predictors of meaningful reduction, which was defined as a 20% reduction in MED., Conclusions: With only half of chronic opioid users demonstrating meaningful opioid reduction after SCS implantation, we demonstrate that current SCS technology does not reliably help a larger number of patients reduce opioid usage. Women, older age, and preoperative MED < 65 are predictive of meaningful opioid reduction but only one of these is modifiable. As not all patients saw benefit from their therapies, there is still much room for improvement in the treatment of refractory chronic pain that is associated with failed back surgery syndrome and chronic regional pain syndrome., (© 2019 International Neuromodulation Society.)
- Published
- 2020
- Full Text
- View/download PDF
40. Temporal trends and factors associated with increased mortality among atrial fibrillation weekend hospitalizations: an insight from National Inpatient Sample 2005-2014.
- Author
-
Voruganti DC, Shantha G, Dugyala S, Pothineni NVK, Mallick DC, Deshmukh A, Mohsen A, Colello SS, Saeed M, Latchamsetty R, Jongnarangsin K, Pelosi F, Carnahan RM, and Giudici M
- Subjects
- Adult, Aged, Aged, 80 and over, Atrial Fibrillation diagnosis, Atrial Fibrillation epidemiology, Female, Humans, Male, Middle Aged, Prevalence, Time Factors, United States epidemiology, Young Adult, Atrial Fibrillation therapy, Databases, Factual statistics & numerical data, Hospital Mortality trends, Hospitalization statistics & numerical data, Inpatients statistics & numerical data, Length of Stay statistics & numerical data
- Abstract
Objective: Atrial fibrillation (AF) weekend hospitalizations were reported to have poor outcomes compared to weekday hospitalizations. The relatively poor outcomes on the weekends are usually referred to as 'weekend effect'. We aim to understand trends and outcomes among weekend AF hospitalizations. The primary purpose of this study is to evaluate the trends for weekend AF hospitalizations using Nationwide Inpatient Sample 2005-2014. Hospitalizations with AF as the primary diagnosis, in-hospital mortality, length of stay, co-morbidities and cardioversion procedures have been identified using the international classification of diseases 9 codes., Results: Since 2005, the weekend AF hospitalizations increased by 27% (72,216 in 2005 to 92,220 in 2014), mortality decreased by 29% (1.32% in 2005 to 0.94% in 2014), increase in urban teaching hospitalizations by 72% (33.32% in 2005 to 57.64% in 2014), twofold increase in depression and a threefold increase in the prevalence of renal failure were noted over the period of 10 years. After adjusting for significant covariates, weekend hospitalizations were observed to have higher odds of in-hospital mortality OR 1.17 (95% CI 1.108-1.235, P < 0.0001). Weekend AF hospitalizations appear to be associated with higher in-hospital mortality. Opportunities to improve care in weekend AF hospitalizations need to be explored.
- Published
- 2019
- Full Text
- View/download PDF
41. Impact of preexisting mental illness on breast cancer endocrine therapy adherence.
- Author
-
Haskins CB, McDowell BD, Carnahan RM, Fiedorowicz JG, Wallace RB, Smith BJ, and Chrischilles EA
- Subjects
- Aged, Aged, 80 and over, Cohort Studies, Female, Humans, Medicare, Retrospective Studies, SEER Program, United States, Assessment of Medication Adherence, Antineoplastic Agents, Hormonal therapeutic use, Breast Neoplasms drug therapy, Breast Neoplasms psychology, Medication Adherence psychology, Mental Disorders complications
- Abstract
Purpose: Patients with estrogen receptor positive (ER+) breast cancer are often non-adherent to endocrine therapies, despite clear survival benefits. We utilized a nationally representative cancer cohort to examine the role of specific mental illnesses on endocrine therapy adherence., Methods: Using the SEER-Medicare database, we included 21,894 women aged 68+ at their first surgically treated stage I-IV ER+ breast cancer during 2007-2013. All had continuous fee-for-service Medicare Parts A and B for 36+ months before, 18+ months after diagnosis, and continuous Part D for 4+ months before, 18+ after diagnosis. Mental illness was defined as occurring in the 36 months prior to cancer onset. We analyzed endocrine therapy adherence, initiation, and discontinuation using longitudinal linear and Cox regression models., Results: Unipolar depression (11.0%), anxiety (9.5%), non-schizophrenia psychosis (4.6%), and dementias (4.6%) were the most prevalent diagnoses. Endocrine therapies were initiated by 80.0% of women. Among those with at least one year of use, 28.0% were non-adherent (< 0.80 adherence, mean = 0.84) and 25.7% discontinued. Patients with dementia or bipolar depression/psychotic/schizophrenia disorders had lower adjusted initiation probabilities by year one of follow-up, versus those without these diagnoses [0.74 95% CI (0.73-0.74) and 0.73 (0.72-0.73), respectively, reference 0.76 (0.76-0.77)]. Patients with substance use or anxiety disorders less frequently continued endocrine therapy for at least one year, after adjustment, [0.85 95% CI (0.85-0.86) and 0.88 (0.87-0.88), respectively, reference 0.90 (0.89-0.90)]. Patients with substance use disorders had 2.3% lower adherence rates (p < 0.001)., Conclusions: Nearly one-quarter of female Medicare beneficiaries have diagnosed mental illness preceding invasive breast cancer. Those with certain mental illnesses have modestly reduced rates of initiation, adherence, and discontinuation and this may help define patients at higher risk of treatment abandonment. Overall, endocrine therapy adherence remains suboptimal, unnecessarily worsening recurrence and mortality risk.
- Published
- 2019
- Full Text
- View/download PDF
42. Evaluation of the US Food and Drug Administration Sentinel Analysis Tools Using a Comparator with a Different Indication: Comparing the Rates of Gastrointestinal Bleeding in Warfarin and Statin Users.
- Author
-
Carnahan RM, Gagne JJ, Hampp C, Leonard CE, Toh S, Fuller CC, Hennessy S, Hou L, Cocoros NM, Panucci G, Woodworth T, Cosgrove A, Iyer A, and Chrischilles EA
- Subjects
- Adolescent, Adult, Aged, Female, Humans, Male, Middle Aged, Pharmacovigilance, United States, United States Food and Drug Administration, Young Adult, Anticoagulants adverse effects, Gastrointestinal Hemorrhage chemically induced, Hydroxymethylglutaryl-CoA Reductase Inhibitors adverse effects, Warfarin adverse effects
- Abstract
Background: The US Food and Drug Administration's Sentinel System was established to monitor safety of regulated medical products. Sentinel investigators identified known associations between drugs and adverse events to test reusable analytic tools developed for Sentinel. This test case used a comparator with a different indication., Objective: We tested the ability of Sentinel's reusable analytic tools to identify the known association between warfarin and gastrointestinal bleeding (GIB). Statins, expected to have no effect on GIB, were the comparator. We further explored the impact of analytic features, including matching ratio and stratifying Cox regression analyses, on matched pairs., Methods: This evaluation included data from 14 Sentinel Data Partners. New users of warfarin and statins, aged 18 years and older, who had not received other anticoagulants or had recent GIB were matched on propensity score using 1:1 and 1:n variable ratio matching, matching statin users with warfarin users to estimate the average treatment effect in warfarin-treated patients. We compared the risk of GIB using Cox proportional hazards regression, following patients for the duration of their observed continuous treatment or until a GIB. For the 1:1 matched cohort, we conducted analyses with and without stratification on matched pair. The variable ratio matched cohort analysis was stratified on the matched set., Results: We identified 141,398 new users of warfarin and 2,275,694 new users of statins. In analyses stratified on matched pair/set, the hazard ratios (HR) for GIB in warfarin users compared with statin users were 2.78 (95% confidence interval [CI] 2.36-3.28) in the 1:1 matched cohort and 3.10 (95% CI 2.76-3.49) in the variable ratio matched cohort. The HR was lower in the analysis of the 1:1 matched cohort not stratified by matched pair (2.22, 95% CI 1.97-2.49), and highest early in treatment. Follow-up for warfarin users tended to be shorter than for statin users., Conclusions: This study identified the expected GIB risk with warfarin compared with statins using an analytic tool developed for Sentinel. Our findings suggest that comparators with different indications may be useful in surveillance in select circumstances. Finally, in the presence of differential censoring, stratification by matched pair may reduce the potential for bias in Cox regression analyses.
- Published
- 2019
- Full Text
- View/download PDF
43. Impact of Iowa's Prescription Monitoring Program on Opioid Pain Reliever Prescribing Patterns: An Interrupted Time Series Study 2003-2014.
- Author
-
Ranapurwala SI, Carnahan RM, Brown G, Hinman J, and Casteel C
- Subjects
- Adult, Aged, Female, Humans, Interrupted Time Series Analysis, Iowa, Male, Middle Aged, Retrospective Studies, Young Adult, Analgesics, Opioid therapeutic use, Practice Patterns, Physicians' statistics & numerical data, Prescription Drug Monitoring Programs
- Abstract
Objective: To evaluate the impact of Iowa's prescription monitoring program (PMP), implemented in 2009, on opioid pain reliever (OPR) prescribing patterns., Methods: We conducted interrupted time series analyses using 2003-2014 health insurance claims from a private health insurer in Iowa. OPR prescriptions for all beneficiaries were included. Another data set included only OPR prescription for new opioid users required to have six months of insurance coverage. We evaluate four OPR prescribing patterns: 1) average daily dosage in morphine milligrams equivalents (MME), 2) MME per prescription, 3) average days' supply per prescription, and 4) prescription rate per 1,000 insured person-years. We examined confounding and effect measure modification of the relationship between PMP and prescribing patterns by age and sex., Results: During the 12 years of follow-up, 1,512,388 insured Iowans contributed 6,169,634.92 person-years of follow-up. Of these, 505,274 patients filled 2,401,818 OPR prescriptions and 360,688 new OPR users filled as many first OPR prescriptions. The increasing trend of OPR prescription rates from 2003 to 2009 declined post-PMP. Similarly, there was a large decline in MME per day and MME per prescription. The OPR days' supply kept increasing post-PMP implementation, albeit at a slightly slower rate than pre-PMP implementation. There was no confounding by age and sex; however, we observed heterogeneity by age and sex; patients aged ≥50 years and females received higher doses and more prescriptions pre-PMP and experienced the greatest declines post-PMP., Conclusions: Our study suggests that Iowa PMP implementation may have resulted in declines in OPR prescribing, and this impact varies by patient age and sex., (© 2018 American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2019
- Full Text
- View/download PDF
44. A Needs Assessment of Family Physicians to Inform Development of Educational Resources on Antipsychotic Use in Dementia.
- Author
-
Carnahan RM, Daly JM, Minion S, Gryzlak B, Weckmann MT, Levy BT, and Bay CP
- Subjects
- Adult, Dementia psychology, Disease Management, Female, Humans, Iowa, Male, Middle Aged, Needs Assessment, Nursing Homes, Pharmacists, Physician Executives, Referral and Consultation, Surveys and Questionnaires, United States, United States Food and Drug Administration, Antipsychotic Agents therapeutic use, Dementia therapy, Education, Medical, Continuing, Inservice Training, Internet, Physicians, Family, Problem Behavior
- Abstract
Objectives: Objectives of this study were to (1) assess the needs and preferred resources of Iowa physicians to inform the development of educational resources for best practice dementia care and (2) compare the responses of nursing home medical directors with nonmedical directors., Methods: Of 498 physicians, 101 (20%) completed and returned the survey. Family physicians were obtained from a list of family physicians from the Iowa Board of Medical Examiners. Respondent answers were summarized and presented as total numbers and percentages in tables. Significant differences between medical directors and nonmedical directors were evaluated using chi-square tests, Fisher exact tests, and Wilcoxon rank-sum tests., Results: Medical directors and nonmedical directors had similar preferences for resources used and information needs. Online resources, pocket guides, a handbook, consulting pharmacists, and facility in-services were the most commonly preferred sources of new information. Medical directors were significantly more aware of the Food and Drug Administration warning on antipsychotic use in dementia and treated more nursing home patients. No differences were observed between groups related to confidence in and use of nondrug strategies instead of antipsychotics to manage behavioral symptoms of dementia., Conclusion: The results of this survey illustrate physician preferences for information and resources on the management of behavioral and psychological symptoms in dementia. Information was used to inform the development of resources to aid physicians and other health care providers in making decisions about managing these symptoms.
- Published
- 2019
- Full Text
- View/download PDF
45. Where Are Antipsychotics Prescribed in Nursing Homes Initiated?
- Author
-
Zhang Y, Letuchy EM, and Carnahan RM
- Subjects
- Aged, Aged, 80 and over, Cognition, Cross-Sectional Studies, Female, Geriatric Assessment methods, Hospitalization statistics & numerical data, Humans, Male, Medicare statistics & numerical data, United States epidemiology, Antipsychotic Agents therapeutic use, Dementia diagnosis, Dementia drug therapy, Dementia epidemiology, Dementia psychology, Homes for the Aged statistics & numerical data, Long-Term Care methods, Long-Term Care statistics & numerical data, Nursing Homes statistics & numerical data
- Abstract
Objectives: To describe the settings of care in which antipsychotics that nursing home (NH) residents received were likely to have been initiated., Design: Cross-sectional., Setting: Iowa NHs., Participants: Fee-for-service Medicare beneficiaries who had NH stays between January 1, 2011, and December 31, 2014, and had new use of antipsychotics during their NH stays, defined as no antipsychotic use in NHs in the last 6 months., Measurements: A linked dataset of Chronic Condition Data Warehouse Medicare claims and Long-Term Care Minimum Data Set (MDS) 3.0 was used to determine care settings of antipsychotic initiations., Results: Of 7,496 residents with new antipsychotic use in NHs, 4,794 (64.0%, 95% confidence interval (CI) = 62.9-65.0%) initiated them in NHs, 1,392 (18.6%, 95% CI 17.7-19.5%) appeared to have had them initiated in hospitals, and 1,310 (17.5%, 95% CI = 16.6-18.3%) had antipsychotics first dispensed as outpatients. Antipsychotics were commonly prescribed during the early NH stays, and 3,026 (40.4%, 95% CI = 39.3-41.5%) of the entire sample received antipsychotic therapy within the first 7 days after NH admissions. Fifty-eight percent (n = 4,348) of the study residents initiating antipsychotics had potentially appropriate antipsychotic indications according toMDS records., Conclusion: Most residents initiated antipsychotic therapy in NHs, confirming that NH providers are appropriate primary target of interventions to reduce antipsychotic initiation in their residents. However, many antipsychotics were continued from other settings, indicating a need to evaluate the necessity of continued antipsychotic treatment after such transitions of care. J Am Geriatr Soc 66:1082-1088: 2018., (© 2018, Copyright the Authors Journal compilation © 2018, The American Geriatrics Society.)
- Published
- 2018
- Full Text
- View/download PDF
46. Evaluation of the US Food and Drug Administration sentinel analysis tools in confirming previously observed drug-outcome associations: The case of clindamycin and Clostridium difficile infection.
- Author
-
Carnahan RM, Kuntz JL, Wang SV, Fuller C, Gagne JJ, Leonard CE, Hennessy S, Meyer T, Archdeacon P, Chen CY, Panozzo CA, Toh S, Katcoff H, Woodworth T, Iyer A, Axtman S, and Chrischilles EA
- Subjects
- Anti-Bacterial Agents administration & dosage, Clindamycin administration & dosage, Clostridium Infections epidemiology, Clostridium Infections microbiology, Humans, Risk Factors, United States epidemiology, United States Food and Drug Administration, Adverse Drug Reaction Reporting Systems, Anti-Bacterial Agents adverse effects, Clindamycin adverse effects, Clostridioides difficile, Clostridium Infections etiology, Sentinel Surveillance
- Abstract
Purpose: The Food and Drug Administration's Sentinel System developed parameterized, reusable analytic programs for evaluation of medical product safety. Research on outpatient antibiotic exposures, and Clostridium difficile infection (CDI) with non-user reference groups led us to expect a higher rate of CDI among outpatient clindamycin users vs penicillin users. We evaluated the ability of the Cohort Identification and Descriptive Analysis and Propensity Score Matching tools to identify a higher rate of CDI among clindamycin users., Methods: We matched new users of outpatient dispensings of oral clindamycin or penicillin from 13 Data Partners 1:1 on propensity score and followed them for up to 60 days for development of CDI. We used Cox proportional hazards regression stratified by Data Partner and matched pair to compare CDI incidence., Results: Propensity score models at 3 Data Partners had convergence warnings and a limited range of predicted values. We excluded these Data Partners despite adequate covariate balance after matching. From the 10 Data Partners where these models converged without warnings, we identified 807 919 new clindamycin users and 8 815 441 new penicillin users eligible for the analysis. The stratified analysis of 807 769 matched pairs included 840 events among clindamycin users and 290 among penicillin users (hazard ratio 2.90, 95% confidence interval 2.53, 3.31)., Conclusions: This evaluation produced an expected result and identified several potential enhancements to the Propensity Score Matching tool. This study has important limitations. CDI risk may have been related to factors other than the inherent properties of the drugs, such as duration of use or subsequent exposures., (Copyright © 2018 John Wiley & Sons, Ltd.)
- Published
- 2018
- Full Text
- View/download PDF
47. Reply to: Interventions to Reduce Antipsychotic Prescribing in Nursing Home Must Cross Healthcare Silos.
- Author
-
Zhang Y and Carnahan RM
- Subjects
- Humans, Nursing Homes, Antipsychotic Agents, Dementia
- Published
- 2018
- Full Text
- View/download PDF
48. Chart validation of inpatient ICD-9-CM administrative diagnosis codes for acute myocardial infarction (AMI) among intravenous immune globulin (IGIV) users in the Sentinel Distributed Database.
- Author
-
Ammann EM, Schweizer ML, Robinson JG, Eschol JO, Kafa R, Girotra S, Winiecki SK, Fuller CC, Carnahan RM, Leonard CE, Haskins C, Garcia C, and Chrischilles EA
- Subjects
- Administrative Claims, Healthcare statistics & numerical data, Adolescent, Adult, Aged, Aged, 80 and over, Autoimmune Diseases drug therapy, Child, Child, Preschool, Clinical Coding statistics & numerical data, Databases, Factual statistics & numerical data, Electronic Health Records statistics & numerical data, Female, Humans, Infant, Infant, Newborn, International Classification of Diseases, Male, Middle Aged, Myocardial Infarction epidemiology, Myocardial Infarction etiology, Myocardial Infarction therapy, Pharmacovigilance, Predictive Value of Tests, Thromboembolism chemically induced, Thromboembolism complications, Young Adult, Hospitalization statistics & numerical data, Immunoglobulins, Intravenous adverse effects, Myocardial Infarction diagnosis, Product Surveillance, Postmarketing methods, Thromboembolism epidemiology
- Abstract
Background: The Sentinel Distributed Database (SDD) is a large database of patient-level administrative health care records, primarily derived from insurance claims and electronic health records, and is sponsored by the US Food and Drug Administration for medical product safety evaluations. Acute myocardial infarction (AMI) is a common study endpoint for drug safety studies that rely on health records from the SDD and other administrative databases., Purpose: In this chart validation study, we report on the positive predictive value (PPV) of inpatient International Classification of Diseases, Ninth Revision, Clinical Modification AMI administrative diagnosis codes (410.x1 and 410.x0) in the SDD., Methods: As part of an assessment of thromboembolic adverse event risk following treatment with intravenous immune globulin, charts were obtained for 103 potential post-intravenous immune globulin AMI cases. Charts were abstracted by trained nurses and physician-adjudicated based on prespecified diagnostic criteria., Results: Acute myocardial infarction status could be determined for 89 potential cases. The PPVs for the inpatient AMI diagnoses recorded in the SDD were 75% overall (95% CI, 65-84%), 93% (95% CI, 78-99%) for principal-position diagnoses, 88% (95% CI, 72-97%) for secondary diagnoses, and 38% (95% CI, 20-59%) for position-unspecified diagnoses (eg, diagnoses originating from separate physician claims associated with an inpatient stay). Of the confirmed AMI cases, demand ischemia was the suspected etiology more often for those coded in secondary or unspecified positions (72% and 40%, respectively) than for principal-position AMI diagnoses (21%)., Conclusions: The PPVs for principal and secondary AMI diagnoses were high and similar to estimates from prior chart validation studies. Position-unspecified diagnosis codes were less likely to represent true AMI cases., (Copyright © 2018 John Wiley & Sons, Ltd.)
- Published
- 2018
- Full Text
- View/download PDF
49. Prospective surveillance pilot of rivaroxaban safety within the US Food and Drug Administration Sentinel System.
- Author
-
Chrischilles EA, Gagne JJ, Fireman B, Nelson J, Toh S, Shoaibi A, Reichman ME, Wang S, Nguyen M, Zhang R, Izem R, Goulding MR, Southworth MR, Graham DJ, Fuller C, Katcoff H, Woodworth T, Rogers C, Saliga R, Lin ND, McMahill-Walraven CN, Nair VP, Haynes K, and Carnahan RM
- Subjects
- Aged, Aged, 80 and over, Atrial Fibrillation complications, Atrial Fibrillation drug therapy, Brain Infarction epidemiology, Brain Infarction etiology, Brain Infarction prevention & control, Factor Xa Inhibitors administration & dosage, Female, Follow-Up Studies, Gastrointestinal Hemorrhage chemically induced, Gastrointestinal Hemorrhage epidemiology, Humans, Intracranial Hemorrhages chemically induced, Intracranial Hemorrhages epidemiology, Male, Middle Aged, Pilot Projects, Prospective Studies, Rivaroxaban administration & dosage, United States epidemiology, Warfarin administration & dosage, Warfarin adverse effects, Adverse Drug Reaction Reporting Systems statistics & numerical data, Factor Xa Inhibitors adverse effects, Rivaroxaban adverse effects, United States Food and Drug Administration statistics & numerical data
- Abstract
Purpose: The US Food and Drug Administration's Sentinel system developed tools for sequential surveillance., Methods: In patients with non-valvular atrial fibrillation, we sequentially compared outcomes for new users of rivaroxaban versus warfarin, employing propensity score matching and Cox regression. A total of 36 173 rivaroxaban and 79 520 warfarin initiators were variable-ratio matched within 2 monitoring periods., Results: Statistically significant signals were observed for ischemic stroke (IS) (first period) and intracranial hemorrhage (ICH) (second period) favoring rivaroxaban, and gastrointestinal bleeding (GIB) (second period) favoring warfarin. In follow-up analyses using primary position diagnoses from inpatient encounters for increased definition specificity, the hazard ratios (HR) for rivaroxaban vs warfarin new users were 0.61 (0.47, 0.79) for IS, 1.47 (1.29, 1.67) for GIB, and 0.71 (0.50, 1.01) for ICH. For GIB, the HR varied by age: <66 HR = 0.88 (0.60, 1.30) and 66+ HR = 1.49 (1.30, 1.71)., Conclusions: This study demonstrates the capability of Sentinel to conduct prospective safety monitoring and raises no new concerns about rivaroxaban safety., (Copyright © 2018 John Wiley & Sons, Ltd.)
- Published
- 2018
- Full Text
- View/download PDF
50. Chart validation of inpatient International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) administrative diagnosis codes for venous thromboembolism (VTE) among intravenous immune globulin (IGIV) users in the Sentinel Distributed Database.
- Author
-
Ammann EM, Cuker A, Carnahan RM, Perepu US, Winiecki SK, Schweizer ML, Leonard CE, Fuller CC, Garcia C, Haskins C, and Chrischilles EA
- Subjects
- Electronic Health Records, Female, Hospitalization statistics & numerical data, Humans, Male, Middle Aged, Predictive Value of Tests, Pulmonary Embolism chemically induced, Pulmonary Embolism diagnosis, Reproducibility of Results, Risk Assessment standards, Risk Assessment statistics & numerical data, United States, Venous Thromboembolism chemically induced, Venous Thrombosis chemically induced, Venous Thrombosis diagnosis, Databases, Factual standards, Immunoglobulins, Intravenous adverse effects, International Classification of Diseases standards, Medical Records standards, Venous Thromboembolism diagnosis
- Abstract
The Sentinel Distributed Database (SDD) is a database of patient administrative healthcare records, derived from insurance claims and electronic health records, sponsored by the US Food and Drug Administration for evaluation of medical product outcomes. There is limited information on the validity of diagnosis codes for acute venous thromboembolism (VTE) in the SDD and administrative healthcare data more generally.In this chart validation study, we report on the positive predictive value (PPV) of inpatient administrative diagnosis codes for acute VTE-pulmonary embolism (PE) or lower-extremity or site-unspecified deep vein thrombosis (DVT)-within the SDD. As part of an assessment of thromboembolic adverse event risk following treatment with intravenous immune globulin (IGIV), charts were obtained for 75 potential VTE cases, abstracted, and physician-adjudicated.VTE status was determined for 62 potential cases. PPVs for lower-extremity DVT and/or PE were 90% (95% CI: 73-98%) for principal-position diagnoses, 80% (95% CI: 28-99%) for secondary diagnoses, and 26% (95% CI: 11-46%) for position-unspecified diagnoses (originating from physician claims associated with an inpatient stay). Average symptom onset was 1.5 days prior to hospital admission (range: 19 days prior to 4 days after admission).PPVs for principal and secondary VTE discharge diagnoses were similar to prior study estimates. Position-unspecified diagnoses were less likely to represent true acute VTE cases.
- Published
- 2018
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.