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Featured researches published by Amanda Petrik.


Journal of the American Board of Family Medicine | 2011

Opioids for back pain patients: Primary care prescribing patterns and use of services

Richard A. Deyo; David H. Smith; Eric S. Johnson; Marilee Donovan; Carrie J. Tillotson; Xiuhai Yang; Amanda Petrik; Steven K. Dobscha

Background: Opioid prescribing for noncancer pain has increased dramatically. We examined whether the prevalence of unhealthy lifestyles, psychologic distress, health care utilization, and co-prescribing of sedative-hypnotics increased with increasing duration of prescription opioid use. Methods: We analyzed electronic data for 6 months before and after an index visit for back pain in a managed care plan. Use of opioids was characterized as “none,” “acute” (≤90 days), “episodic,” or “long term.” Associations with lifestyle factors, psychologic distress, and utilization were adjusted for demographics and comorbidity. Results: There were 26,014 eligible patients. Of these, 61% received a course of opioids, and 19% were long-term users. Psychologic distress, unhealthy lifestyles, and utilization were associated incrementally with duration of opioid prescription, not just with chronic use. Among long-term opioid users, 59% received only short-acting drugs; 39% received both long- and short-acting drugs; and 44% received a sedative-hypnotic. Of those with any opioid use, 36% had an emergency visit. Conclusions: Prescription of opioids was common among patients with back pain. The prevalence of psychologic distress, unhealthy lifestyles, and health care utilization increased incrementally with duration of use. Coprescribing sedative-hypnotics was common. These data may help in predicting long-term opioid use and improving the safety of opioid prescribing.


Infection Control and Hospital Epidemiology | 2012

Epidemiology and healthcare costs of incident Clostridium difficile infections identified in the outpatient healthcare setting.

Jennifer Kuntz; Eric S. Johnson; Marsha A. Raebel; Amanda Petrik; Xiuhai Yang; Micah L. Thorp; Steven J. Spindel; Nancy Neil; David H. Smith

OBJECTIVE To describe the epidemiology and healthcare costs of Clostridium difficile infection (CDI) identified in the outpatient setting. DESIGN Population-based, retrospective cohort study. PATIENTS Kaiser Permanente Colorado and Kaiser Permanente Northwest members between June 1, 2005, and September 30, 2008. METHODS We identified persons with incident CDI and classified CDI by whether it was identified in the outpatient or inpatient healthcare setting. We collected information about baseline variables and follow-up healthcare utilization, costs, and outcomes among patients with CDI. We compared characteristics of patients with CDI identified in the outpatient versus inpatient setting. RESULTS We identified 3,067 incident CDIs; 56% were identified in the outpatient setting. Few strong, independent predictors of diagnostic setting were identified, although a previous stay in a nonacute healthcare institution (odds ratio [OR], 1.45 [95% confidence interval (CI), 1.13-1.86]) was statistically associated with outpatient-identified CDI, as was age from 50 to 59 years (OR, 1.64 [95% CI, 1.18-2.29]), 60 to 69 years (OR, 1.37 [95% CI, 1.03-1.82]), and 70 to 79 years (OR, 1.36 [95% CI, 1.06-1.74]), when compared with persons aged 80-89 years. CONCLUSIONS We found that more than one-half of incident CDIs in this population were identified in the outpatient setting. Patients with outpatient-identified CDI were younger with fewer comorbidities, although they frequently had previous exposure to healthcare. These data suggest that practitioners should be aware of CDI and obtain appropriate diagnostic testing on outpatients with CDI symptoms.


American Journal of Kidney Diseases | 2010

Systolic Blood Pressure and Mortality Among Older, Community-Dwelling Adults With CKD

Jessica W. Weiss; Eric S. Johnson; Amanda Petrik; David H. Smith; Xiuhai Yang; Micah L. Thorp

BACKGROUND Chronic kidney disease (CKD) is an increasingly common condition, especially in older adults. CKD manifests differently in older versus younger patients, with a risk of death that far outweighs the risk of CKD progressing to the point that dialysis is required. Current CKD guidelines recommend a blood pressure target <130/80 mm Hg for all patients with CKD; however, it is unknown how lower versus higher baseline blood pressures may affect older adults with CKD. STUDY DESIGN Retrospective cohort study. SETTING & PARTICIPANTS Older patients (aged ≥ 75 years) with CKD (estimated glomerular filtration rate <60 mL/min/1.73 m(2)) in a community-based health maintenance organization. PREDICTOR Baseline systolic blood pressure (SBP) < 130, 130-160 (reference group), and > 160 mm Hg. OUTCOMES Participants were followed up for 5 years to examine rates of mortality (primary outcome) and cardiovascular disease hospitalizations (secondary outcome). RESULTS At baseline, 3,099 participants (38.5%) had SBP < 130 mm Hg, 3,772 (46.9%) had SBP of 131-160 mm Hg, and 1,171 (14.6%) had SBP >160 mm Hg. A total of 3,734 (46.4%) died and 2,881 (35.8%) were hospitalized. Adjusted HRs for mortality in the groups with SBP < 130 and > 160 mm Hg were 1.22 (95% CI, 1.11-1.34) and 1.06 (95% CI, 0.93-1.22), respectively. Adjusted HRs for cardiovascular hospitalization in these groups were 1.10 (95% CI, 0.99-1.23) and 1.26 (95% CI, 1.09-1.45), respectively. LIMITATIONS Although causality should not be inferred from this retrospective analysis, results from this study can generate hypotheses for future randomized controlled trials to investigate the relationship between blood pressure and outcomes in older patients with CKD. CONCLUSIONS Our study suggests that lower baseline SBP (≤ 130 mm Hg) may predict poorer outcomes in terms of both mortality and cardiovascular hospitalizations in older adults with CKD. Conversely, higher baseline SBP (> 160 mm Hg) may predict increased risk of cardiovascular hospitalizations, but does not predict mortality. Clinical trials are required to test this hypothesis.


Spine | 2013

Prescription Opioids for Back Pain and Use of Medications for Erectile Dysfunction

Richard A. Deyo; David H. Smith; Eric S. Johnson; Carrie J. Tillotson; Marilee Donovan; Xiuhai Yang; Amanda Petrik; Benjamin J. Morasco; Steven K. Dobscha

Study Design. Cross-sectional analysis of electronic medical and pharmacy records. Objective. To examine associations between use of medication for erectile dysfunction or testosterone replacement and use of opioid therapy, patient age, depression, and smoking status. Summary of Background Data. Males with chronic pain may experience erectile dysfunction related to depression, smoking, age, or opioid-related hypogonadism. The prevalence of this problem in back pain populations and the relative importance of several risk factors are unknown. Methods. We examined electronic pharmacy and medical records for males with back pain in a large group model health maintenance organization during 2004. Relevant prescriptions were considered for 6 months before and after the index visit. Results. There were 11,327 males with a diagnosis of back pain. Males who received medications for erectile dysfunction or testosterone replacement (n = 909) were significantly older than those who did not and had greater comorbidity, depression, smoking, and use of sedative-hypnotics. In logistic regressions, the long-term use of opioids was associated with greater use of medications for erectile dysfunction or testosterone replacement compared with no opioid use (odds ratio, 1.45; 95% confidence interval, 1.12–1.87, P < 0.01). Age, comorbidity, depression, and use of sedative-hypnotics were also independently associated with the use of medications for erectile dysfunction or testosterone replacement. Patients prescribed daily opioid doses of 120 mg of morphine-equivalents or more had greater use of medication for erectile dysfunction or testosterone replacement than patients without opioid use (odds ratio, 1.58; 95% confidence interval, 1.03–2.43), even with adjustment for the duration of opioid therapy. Conclusion. Dose and duration of opioid use, as well as age, comorbidity, depression, and use of sedative-hypnotics, were associated with evidence of erectile dysfunction. These findings may be important in the process of decision making for the long-term use of opioids. Level of Evidence: 4


Clinical Journal of The American Society of Nephrology | 2015

Systolic BP and Mortality in Older Adults with CKD

Jessica W. Weiss; Dawn Peters; Xiuhai Yang; Amanda Petrik; David H. Smith; Eric S. Johnson; Micah L. Thorp; Cynthia D. Morris; Ann M. O’Hare

BACKGROUND AND OBJECTIVES Optimal BP targets for older adults with CKD are unclear. This study sought to determine whether a nonlinear relationship between BP and mortality-as described for the broader CKD population and for older adults in the general population-is present for older adults with CKD. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS A cohort of 21,015 adults age 65-105 years with a moderate or severe reduction in eGFR (<60 ml/min per 1.73 m(2)) were identified within the Kaiser Permanente Northwest Health Maintenance Organization population. The relationship between baseline systolic BP (SBP; ≤120, 121-130, 131-140, 141-150, >150 mmHg; referent, 131-140 mmHg) and all-cause mortality across age groups (65-70, 71-80, and >80 years) was examined; patients were followed for up to 11 years after cohort entry. RESULTS The median times at risk were 3.15 years, 3.53 years, and 2.76 years for adults age 65-70, 71-80, and >80 years, respectively. Mortality during follow-up was 19.6% for those age 65-70 years, 33.4% for those age 71-80 years, and 55.7% for those age >80 years. The relationship between SBP and mortality varied as a function of age. The risk of death was highest for patients with the lowest SBP in all age groups. Only among adults age 65-70 years was an SBP>140 mmHg associated with a higher risk of death compared with the referent category. Patterns of age modification of the relationship between SBP and mortality were consistent in all sensitivity analyses. CONCLUSIONS In a cohort of older adults, the relationship between SBP and mortality varied systematically with age. A relationship between higher SBP and mortality was present only for younger members of this cohort and not for those older than 70. These results raise the question of whether the relative benefits and harms of lowering BP to recommended targets for older adults with CKD may vary as a function of age.


Journal of the American Geriatrics Society | 2007

An Outreach Program Improved Osteoporosis Management After a Fracture

Adrianne C. Feldstein; William M. Vollmer; David H. Smith; Amanda Petrik; Jennifer L. Schneider; Harry Glauber; Michael Herson

This longitudinal retrospective cohort study evaluated implementation of an intervention to improve management of osteoporosis after a fracture in a nonprofit group‐model health maintenance organization (HMO) in the U.S. Pacific Northwest with 480,000 members and electronic medical record data. Participants were female HMO members aged 67 and older who sustained a qualifying clinical fracture(s) and who had not received a bone mineral density (BMD) measurement or osteoporosis treatment in the 12 months before the fracture (N=3,588). Phase 1 included outreach to clinicians and patients; Phase 2 added clinician and staff incentives. Primary outcome was “osteoporosis management”—receipt of a BMD measurement or osteoporosis medication in the 6 months after an index fracture. Before the intervention, 13.4% (95% confidence interval (CI)=12.0–14.8%) of patients had received osteoporosis management, and the time trend was not significant. Postintervention, the probability of osteoporosis management increased on average 3.1% (95% CI=2.6–3.5%) every 2 months throughout both study phases without a significant added improvement in Phase 2. Improvement varied according to clinic and was less likely for patients with dementia. Overall, the probability of osteoporosis management increased from the baseline level of 13.4% to 44.0% (95% CI=40.0–48.0%) by the end of the study period (20 months post‐intervention). The study found that an outreach program to primary care providers and patients improved the management of osteoporosis after a fracture. If widely implemented, this intervention could substantially improve the secondary prevention of osteoporosis. More‐individualized interventions may be necessary for high‐risk subgroups.


BMC Health Services Research | 2012

Predicting costs of care in heart failure patients

David H. Smith; Eric S. Johnson; David K. Blough; Micah L. Thorp; Xiuhai Yang; Amanda Petrik; Kathy Crispell

BackgroundIdentifying heart failure patients most likely to suffer poor outcomes is an essential part of delivering interventions to those most likely to benefit. We sought a comprehensive account of heart failure events and their cumulative economic burden by examining patient characteristics that predict increased cost or poor outcomes.MethodsWe collected electronic medical data from members of a large HMO who had a heart failure diagnosis and an echocardiogram from 1999–2004, and followed them for one year. We examined the role of demographics, clinical and laboratory findings, comorbid disease and whether the heart failure was incident, as well as mortality. We used regression methods appropriate for censored cost data.ResultsOf the 4,696 patients, 8% were incident. Several diseases were associated with significantly higher and economically relevant cost changes, including atrial fibrillation (15% higher), coronary artery disease (14% higher), chronic lung disease (29% higher), depression (36% higher), diabetes (38% higher) and hyperlipidemia (21% higher). Some factors were associated with costs in a counterintuitive fashion (i.e. lower costs in the presence of the factor) including age, ejection fraction and anemia. But anemia and ejection fraction were also associated with a higher death rate.ConclusionsClose control of factors that are independently associated with higher cost or poor outcomes may be important for disease management. Analysis of costs in a disease like heart failure that has a high death rate underscores the need for economic methods to consider how mortality should best be considered in costing studies.


BMC Cancer | 2014

Strategies and opportunities to STOP colon cancer in priority populations: pragmatic pilot study design and outcomes

Gloria D. Coronado; William M. Vollmer; Amanda Petrik; Josue Aguirre; Tanya Kapka; Jennifer E. DeVoe; Jon Puro; Tran Miers; Jennifer Lembach; Ann Turner; Jennifer Sanchez; Sally Retecki; Christine Nelson; Beverly B. Green

BackgroundColorectal-cancer is a leading cause of cancer death in the United States, and Latinos have particularly low rates of screening. Strategies and Opportunities to STOP Colon Cancer in Priority Populations (STOP CRC) is a partnership among two research institutions and a network of safety net clinics to promote colorectal cancer screening among populations served by these clinics. This paper reports on results of a pilot study conducted in a safety net organization that serves primarily Latinos.MethodsThe study assessed two clinic-based approaches to raise rates of colorectal-cancer screening among selected age-eligible patients not up-to-date with colorectal-cancer screening guidelines. One clinic each was assigned to: (1) an automated data-driven Electronic Health Record (EHR)-embedded program for mailing Fecal Immunochemical Test (FIT) kits (Auto Intervention); or (2) a higher-intensity program consisting of a mailed FIT kit plus linguistically and culturally tailored interventions delivered at the clinic level (Auto Plus Intervention). A third clinic within the safety-net organization was selected to serve as a passive control (Usual Care). Two simple measurements of feasibility were: 1) ability to use real-time EHR data to identify patients eligible for each intervention step, and 2) ability to offer affordable testing and follow-up care for uninsured patients.ResultsThe study was successful at both measurements of feasibility. A total of 112 patients in the Auto clinic and 101 in the Auto Plus clinic met study inclusion criteria and were mailed an introductory letter. Reach was high for the mailed component (92.5% of kits were successfully mailed), and moderate for the telephone component (53% of calls were successful completed). After exclusions for invalid address and other factors, 206 (109 in the Auto clinic and 97 in the Auto Plus clinic) were mailed a FIT kit. At 6 months, fecal test completion rates were higher in the Auto (39.3%) and Auto Plus (36.6%) clinics compared to the usual-care clinic (1.1%).ConclusionsFindings showed that the trial interventions delivered in a safety-net setting were both feasible and raised rates of colorectal-cancer screening, compared to usual care. Findings from this pilot will inform a larger pragmatic study involving multiple clinics.Trial registrationClinicalTrial.gov: NCT01742065


Contemporary Clinical Trials | 2014

Strategies and Opportunities to STOP Colon Cancer in Priority Populations: design of a cluster-randomized pragmatic trial.

Gloria D. Coronado; William M. Vollmer; Amanda Petrik; Stephen H. Taplin; Timothy E. Burdick; Richard T. Meenan; Beverly B. Green

BACKGROUND Colorectal cancer is the second-leading cause of cancer deaths in the United States. The Strategies and Opportunities to Stop Colorectal Cancer (STOP CRC) in Priority Populations study is a pragmatic trial and a collaboration between two research institutions and a network of more than 200 safety net clinics. The study will assess the effectiveness of a system-based intervention designed to improve the rates of colorectal-cancer screening using fecal immunochemical testing (FIT) in federally qualified health centers in Oregon and Northern California. MATERIAL AND METHODS STOP CRC is a cluster-randomized comparative-effectiveness pragmatic trial enrolling 26 clinics. Clinics will be randomized to one of two arms. Clinics in the intervention arm (1) will use an automated, data-driven, electronic health record-embedded program to identify patients due for colorectal screening and mail FIT kits (with pictographic instructions) to them; (2) will conduct an improvement process (e.g. Plan-Do-Study-Act) to enhance the adoption, reach, and effectiveness of the program. Clinics in the control arm will provide opportunistic colorectal-cancer screening to patients at clinic visits. The primary outcomes are: proportion of age- and screening-eligible patients completing a FIT within 12months; and cost, cost-effectiveness, and return on investment of the intervention. CONCLUSIONS This large-scale pragmatic trial will leverage electronic health record information and existing clinic staff to enroll a broad range of patients, including many with historically low colorectal-cancer screening rates. If successful, the program will provide a model for a cost-effective and scalable method to raise colorectal-cancer screening rates.


Journal of the American Geriatrics Society | 2015

Predicting Mortality in Older Adults with Kidney Disease: A Pragmatic Prediction Model

Jessica W. Weiss; Robert W. Platt; Micah L. Thorp; Xiuhai Yang; David H. Smith; Amanda Petrik; Elizabeth Eckstrom; Cynthia D. Morris; Ann M. O'Hare; Eric S. Johnson

To develop mortality risk prediction models for older adults with chronic kidney disease (CKD) that include comorbidities and measures of health status and use not associated with particular comorbid conditions (nondisease‐specific measures).

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