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Dive into the research topics where G. Thomas Ray is active.

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Featured researches published by G. Thomas Ray.


Pharmacoepidemiology and Drug Safety | 2009

Trends in long-term opioid therapy for chronic non-cancer pain

Denise M. Boudreau; Michael Von Korff; Carolyn M. Rutter; Kathleen Saunders; G. Thomas Ray; Mark D. Sullivan; Cynthia I. Campbell; Joseph O. Merrill; Michael J. Silverberg; Caleb J. Banta-Green; Constance Weisner

To report trends and characteristics of long‐term opioid use for non‐cancer pain.


Vaccine | 2011

Healthcare utilization and cost of pneumococcal disease in the United States

Susan S. Huang; Kristen M. Johnson; G. Thomas Ray; Peter Wroe; Tracy A. Lieu; Matthew R. Moore; Elizabeth R. Zell; Jeffrey A. Linder; Carlos G. Grijalva; Joshua P. Metlay; Jonathan A. Finkelstein

BACKGROUND Streptococcus pneumoniae continues to cause a variety of common clinical syndromes, despite vaccination programs for both adults and children. The total U.S. burden of pneumococcal disease is unknown. METHODS We constructed a decision tree-based model to estimate U.S. healthcare utilization and costs of pneumococcal disease in 2004. Data were obtained from the 2004-2005 National (Hospital) Ambulatory Medical Care Surveys (outpatient visits, antibiotics) and the National Hospital Discharge Survey (hospitalization rates), and CDC surveillance data. Other assumptions regarding the incidence of each syndrome due to pneumococcus, expected health outcomes, and healthcare utilization were derived from literature and expert opinion. Healthcare and time costs used 2007 dollars. RESULTS We estimate that, in 2004, pneumococcal disease caused 4.0 million illness episodes, 22,000 deaths, 445,000 hospitalizations, 774,000 emergency department visits, 5.0 million outpatient visits, and 4.1 million outpatient antibiotic prescriptions. Direct medical costs totaled


Pediatric Infectious Disease Journal | 2006

Cost-effectiveness of pneumococcal conjugate vaccine : Evidence from the first 5 years of use in the United States incorporating herd effects

G. Thomas Ray; Cynthia G. Whitney; Bruce Fireman; Vincent Ciuryla; Steven Black

3.5 billion. Pneumonia (866,000 cases) accounted for 22% of all cases and 72% of pneumococcal costs. In contrast, acute otitis media and sinusitis (1.5 million cases each) comprised 75% of cases but only 16% of direct medical costs. Patients ≥ 65 years old, accounted for most serious cases and the majority of direct medical costs (


General Hospital Psychiatry | 2009

Trends in long-term opioid therapy for noncancer pain among persons with a history of depression

Jennifer Brennan Braden; Mark D. Sullivan; G. Thomas Ray; Kathleen Saunders; Joseph O. Merrill; Michael J. Silverberg; Carolyn M. Rutter; Constance Weisner; Caleb J. Banta-Green; Cynthia I. Campbell; Michael Von Korff

1.8 billion in healthcare costs annually). In this age group, pneumonia caused 242,000 hospitalizations, 1.4 million hospital days, 194,000 emergency department visits, 374,000 outpatient visits, and 16,000 deaths. However, if work loss and productivity are considered, the cost of pneumococcal disease among younger working adults (18-<50) nearly equaled those ≥ 65. CONCLUSIONS Pneumococcal disease remains a substantial cause of morbidity and mortality even in the era of routine pediatric and adult vaccination. Continued efforts are warranted to reduce serious pneumococcal disease, especially adult pneumonia.


American Journal of Public Health | 2010

Age and Gender Trends in Long-Term Opioid Analgesic Use for Noncancer Pain

Cynthia I. Campbell; Constance Weisner; Linda LeResche; G. Thomas Ray; Kathleen Saunders; Mark D. Sullivan; Caleb J. Banta-Green; Joseph O. Merrill; Michael J. Silverberg; Denise M. Boudreau; Derek D. Satre; Michael Von Korff

Background: Pneumococcal conjugate vaccine (PCV) has been in routine use in the United States for 5 years. Prior U.S. cost-effectiveness analyses have not taken into account the effect of the vaccine on nonvaccinated persons. Methods: We revised a previously published model to simulate the effects of PCV on children vaccinated between 2000 and 2004, and to incorporate the effect of the vaccine in reducing invasive pneumococcal disease (IPD) in nonvaccinated persons during those years. Data from the Active Bacterial Core Surveillance of the Centers for Disease Control and Prevention (2000–2004) were used to estimate changes in the burden of IPD in nonvaccinated adults since the introduction of PCV (compared with the baseline years 1997–1999). Results combined the simulated effects of the vaccine on the vaccinated and nonvaccinated populations. Results: Before incorporating herd effects in the model, the PCV was estimated to have averted 38,000 cases of IPD during its first 5 years of use at a cost of


Infection Control and Hospital Epidemiology | 2008

Case‐Control Study of Antibiotic Use and Subsequent Clostridium difficile–Associated Diarrhea in Hospitalized Patients

Roger Baxter; G. Thomas Ray; Ma Bruce H. Fireman

112,000 per life-year saved. After incorporating the reductions in IPD for nonvaccinated individuals, the vaccine averted 109,000 cases of IPD at a cost of


Drug and Alcohol Dependence | 2003

Short-term alcohol and drug treatment outcomes predict long-term outcome.

Constance Weisner; G. Thomas Ray; Jennifer R. Mertens; Derek D. Satre; Charles Moore

7500 per life-year saved. When the herd effect was assumed to be half that of the base case, the cost per life-year saved was


Pain | 2009

Trends in prescribed opioid therapy for non-cancer pain for individuals with prior substance use disorders

Constance Weisner; Cynthia I. Campbell; G. Thomas Ray; Kathleen Saunders; Joseph O. Merrill; Caleb J. Banta-Green; Mark D. Sullivan; Michael J. Silverberg; Jennifer R. Mertens; Denise M. Boudreau; Michael Von Korff

18,000. Conclusions: IPD herd effects in the nonvaccinated population substantially reduce the cost, and substantially improve the cost-effectiveness, of PCV. The cost-effectiveness of PCV in actual use has been more favorable than predicted by estimates created before the vaccine was licensed.


Medical Care Research and Review | 2000

The Cost of Health Conditions in a Health Maintenance Organization

G. Thomas Ray; Francois Collin; Tracy A. Lieu; Bruce Fireman; Chris J Colby; Charles P. Quesenberry; Stephen K. Van Den Eeden; Joseph V. Selby

OBJECTIVE We report trends in long-term opioid use among patients with a history of depression from two large health plans. METHODS Using claims data, age- and gender-adjusted rates for long-term (>90 days) opioid use episodes were calculated for 1997-2005, comparing those with and without a depression diagnosis in the prior 2 years. Opioid use characteristics were calculated for those with a long-term episode in 2005. RESULTS Incident and prevalent long-term opioid use rates were three times higher in those with a history of depression. Prevalent long-term use per 1000 in patients with a history of depression increased from 69.8 to 125.9 at Group Health and from 84.3 to 117.5 at Kaiser Permanente of Northern California between 1997 and 2005. Those with a history of depression were more likely to receive a higher average daily dose, greater days supply, and Schedule II opioids than nondepressed persons. CONCLUSION Persons with a history of depression are more likely to receive long-term opioid therapy for noncancer pain than those without a history of depression. Results suggest that long-term opioid therapy for noncancer pain is being prescribed to a different population in clinical practice than the clinical trial populations where opioid efficacy has been established.


Pediatrics | 2015

Geographic Clusters in Underimmunization and Vaccine Refusal

Tracy A. Lieu; G. Thomas Ray; Nicola P. Klein; Cindy Chung; Martin Kulldorff

OBJECTIVES We describe age and gender trends in long-term use of prescribed opioids for chronic noncancer pain in 2 large health plans. METHODS Age- and gender-standardized incident (beginning in each year) and prevalent (ongoing) opioid use episodes were estimated with automated health care data from 1997 to 2005. Profiles of opioid use in 2005 by age and gender were also compared. RESULTS From 1997 to 2005, age-gender groups exhibited a total percentage increase ranging from 16% to 87% for incident long-term opioid use and from 61% to 135% for prevalent long-term opioid use. Women had higher opioid use than did men. Older women had the highest prevalence of long-term opioid use (8%-9% in 2005). Concurrent use of sedative-hypnotic drugs and opioids was common, particularly among women. CONCLUSIONS Risks and benefits of long-term opioid use are poorly understood, particularly among older adults. Increased surveillance of the safety of long-term opioid use is needed in community practice settings.

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Steven Black

Cincinnati Children's Hospital Medical Center

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