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1.
Popul Health Manag ; 27(1): 1-7, 2024 Feb.
Article En | MEDLINE | ID: mdl-38237106

In response to the opioid epidemic, the Centers for Disease Control and Prevention released best practice recommendations for prescribing, yet adoption of these guidelines has been fragmented and frequently met with uncertainty by both patients and providers. This study aims to describe the development and implementation of a comprehensive approach to improving opioid stewardship in a large network of primary care providers. The authors developed a 3-tier approach to opioid management: (1) establishment and implementation of best practices for prescribing opioids, (2) development of a weaning process to decrease opioid doses when the risk outweighs benefits, and (3) support for patients when opioid use disorders were identified. Across 44 primary care practices caring for >223,000 patients, the total number of patients prescribed a chronic opioid decreased from 4848 patients in 2018 to 3106 patients in 2021, a decrease of 36% (P < 0.001). The percent of patients with a controlled substance agreement increased from 13% to 83% (P < 0.001) and the percent of patients completing an annual urine drug screen increased from 17% to 53% (P < 0.001). The number of patients coprescribed benzodiazepines decreased from 1261 patients at baseline to 834 at completion. A total of 6.5% of patients were referred for additional support from a certified alcohol and substance abuse counselor embedded within the program. Overall, the comprehensive opioid management program provided the necessary structure to support opioid prescribing and resulted in improved adherence to best practices, facilitated weaning of opioids when medically appropriate, and enhanced support for patients with opioid use disorders.


Chronic Pain , Opioid-Related Disorders , Humans , Analgesics, Opioid/therapeutic use , Chronic Pain/drug therapy , Practice Patterns, Physicians' , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/prevention & control , Primary Health Care
2.
Popul Health Manag ; 24(2): 207-213, 2021 04.
Article En | MEDLINE | ID: mdl-32208969

The Patient-Centered Medical Home (PCMH) has become a widely implemented model to transform the delivery of care, but little evidence exists regarding the model's impact on providers, nurses, and staff. This study examined the impact of the PCMH model on (1) provider and staff satisfaction, (2) work-life balance, (3) teamwork, (4) professional experience, (5) patient care factors, and (6) quality outcomes. The authors confidentially surveyed physicians, advanced practice providers (APPs), nurses, care managers, and office staff in 2011 prior to implementation of the PCMH model and in 2016 after implementation at 34 primary care offices providing care to 171,045 patients. A total of 349 pre-PCMH implementation surveys (84% response rate) and 549 follow-up surveys (92% response rate) were received. Implementation of the PCMH model did not result in changes in provider, nurse, and staff responses to composite measures of satisfaction (P = 0.45), work-life balance (P = 0.68), teamwork (P = 0.26), patient care (P = 0.62), or professional experience (P = 0.14). Physicians and APPs experienced a negative, but mostly nonsignificant, change in all composite measures with implementation of the PCMH model. Quality markers improved for diabetes control HbA1c <8 (62.6% to 67.9%; P < 0.001), hypertension control (60.9% to 75.0%; P < 0.001), breast cancer screening (53.9% to 77.4%; P < 0.001), and colorectal cancer screening (43.9% to 70.3%; P < 0.001). Across a large primary care network, implementation of the PCMH model failed to improve overall satisfaction, work-life balance, teamwork, patient care, or professional experience. The model, combined with financial incentives, did result in improvements across multiple patient quality domains.


Patient-Centered Care , Primary Health Care , Early Detection of Cancer , Humans
3.
Popul Health Manag ; 24(2): 249-254, 2021 04.
Article En | MEDLINE | ID: mdl-32423301

Hierarchical Condition Categories (HCCs) are a common risk adjustment tool that may support alignment of care management resources with the clinical needs of a population. The authors examined the association between HCC scores and physician-determined clinical risk (CR) scores, annual charges, and utilization of medical care. CR score was defined as the anticipated risk for "ED or a hospital admission" within the following year. For each of the top 50 high-risk patients identified by total HCC score, the patient's primary care physician (PCP) entered a CR score based on their judgement. A total of 128 PCPs entered scores on 6167 patients of all ages across 31 primary care practices in the Finger Lakes Region of New York. Multiple correlation between HCC scores and physician CR scores was 44.0% (P < 0.001); only 18.5% of PCPs had a correlation >60%. There was a positive association between CR score and charges (slope 19.7K; P < 0.001) and between HCC score and charges (slope 25.7K; P < 0.001). Both HCC and CR scores were positively correlated (P < 0.001) with medical/surgical admissions, emergency department (ED) visits, and utilization of advanced imaging. Across a broad range of patients, HCC scores had a moderate-to-weak correlation with physician-determined CR scores for patients' risk of an ED visit or hospital admission. Both CR scores and HCCs scores were positively associated with charges and utilization. HCCs may assist in the allocation of health resources, but the relatively weak correlation with physician-determined CR scores warrants caution.


Hospitalization , Physicians, Primary Care , Emergency Service, Hospital , Humans , Primary Health Care , Risk Assessment
4.
J Clin Hypertens (Greenwich) ; 19(7): 695-701, 2017 Jul.
Article En | MEDLINE | ID: mdl-28493376

The efficacy and safety of azilsartan medoxomil (AZL-M) were evaluated in African-American patients with hypertension in a 6-week, double-blind, randomized, placebo-controlled trial, for which the primary end point was change from baseline in 24-hour mean systolic blood pressure (BP). There were 413 patients, with a mean age of 52 years, 57% women, and baseline 24-hour BP of 146/91 mm Hg. Treatment differences in 24-hour systolic BP between AZL-M 40 mg and placebo (-5.0 mm Hg; 95% confidence interval, -8.0 to -2.0) and AZL-M 80 mg and placebo (-7.8 mm Hg; 95% confidence interval, -10.7 to -4.9) were significant (P≤.001 vs placebo for both comparisons). Changes in the clinic BPs were similar to the ambulatory BP results. Incidence rates of adverse events were comparable among the treatment groups, including those of a serious nature. In African-American patients with hypertension, AZL-M significantly reduced ambulatory and clinic BPs in a dose-dependent manner and was well tolerated.


Angiotensin Receptor Antagonists/pharmacology , Blood Pressure Monitoring, Ambulatory/methods , Blood Pressure/drug effects , Hypertension/drug therapy , Adult , Black or African American , Angiotensin Receptor Antagonists/administration & dosage , Angiotensin Receptor Antagonists/adverse effects , Antihypertensive Agents/therapeutic use , Benzimidazoles/administration & dosage , Benzimidazoles/adverse effects , Benzimidazoles/pharmacology , Blood Pressure Monitoring, Ambulatory/statistics & numerical data , Double-Blind Method , Female , Humans , Hypertension/classification , Hypertension/ethnology , Male , Middle Aged , Oxadiazoles/administration & dosage , Oxadiazoles/adverse effects , Oxadiazoles/pharmacology , Treatment Outcome , United States/ethnology
5.
Ethn Dis ; 25(2): 162-7, 2015.
Article En | MEDLINE | ID: mdl-26118143

OBJECTIVE: To evaluate blood pressure (BP) control utilizing the International Society on Hypertension in Blacks (ISHIB) cardiovascular risk reduction toolkit in an African American community with uncontrolled hypertension. METHODS: This is a randomized controlled pilot study conducted in two Baltimore community-based physicians' offices assigned adults (18-64 years) with uncontrolled hypertension (systolic blood pressure [SBP] ≤ 169 mm Hg; diastolic blood pressure [DBP] ≤ 109 mm Hg). The study compares usual care to a community-based intervention. In the usual care group, the patients' BP was managed by the treating physician based on their normal office patient care protocol. In the intervention group, usual care was provided but, a community health worker also gave comprehensive education and assessment to the patients based on the ISHIB IMPACT cardiovascular toolkit during study initiation and follow-up visits. The main outcome of study was change in BP from baseline to six months. A secondary outcome was the proportion of patients achieving BP < 135/< 85 mm Hg at six months. RESULTS: Fifty-four African American patients were enrolled; 37 completed six months of follow-up (usual care, n = 25; intervention, n = 12). At six months the mean (95% CI) change from baseline in SBP was significantly greater in the intervention group vs the usual care group: -34.75 (-46.55 to -22.95) mm Hg vs -5.65 (-12.84 to 1.54) mm Hg (P < .001). Mean (95% CI) change in DBP from baseline to six months was significantly greater for the intervention group vs the usual care group: -16.19 (-24.00 to -8.39) mm Hg vs -4.36 (-8.26 to -0.46) mm Hg (P = .009). Median change in BP was significantly greater for SBP in the intervention group compared with the usual care group (P = .007), but not for DBP (P = .197). The proportion of patients achieving BP < 135/ <85 at six months was 83% (10/12) in the intervention group vs 60% (15/25) in the usual care group (P = .263). CONCLUSIONS: This pilot study on the ISHIB IMPACT toolkit in managing uncontrolled hypertension in the African American community suggests better control of systolic BP and a tendency to better hypertension control with the community-based intervention. The findings support further studies in clinical settings serving African American hypertensive patients to assess effectiveness of approaches for improving BP control and related outcomes.


Black or African American , Community Health Services , Hypertension/ethnology , Hypertension/therapy , Patient Education as Topic , Adult , Female , Follow-Up Studies , Humans , Hypertension/complications , Male , Middle Aged , Office Visits , Outcome Assessment, Health Care , Pilot Projects , Young Adult
6.
J Clin Hypertens (Greenwich) ; 17(4): 252-9, 2015 Apr.
Article En | MEDLINE | ID: mdl-25756743

A 2014 hypertension guideline raised goal systolic blood pressure (SBP) from <140 mm Hg to <150 mm Hg for adults 60 years and older without diabetes mellitus (DM) or chronic kidney disease (CKD). The authors aimed to define the status of hypertension in black adults 60 to 79 years from the National Health and Nutrition Examination Survey 2005-2012 and provide practical guidance. Black patients were more often aware and treated (P≤.005) for hypertension than whites and had higher rates of DM/CKD (P<.001), similar control to <140/<90 mm Hg with DM/CKD (P=.59), and lower control without DM/CKD (<140/<90 mm Hg and <150/<90 mm Hg, P≤.01). Limited awareness (<30%) and infrequent health care (>30% 0-1 health-care visits per year) occurred in untreated black and white hypertensive patients without DM/CKD and BP ≥140/<90 mm Hg. The literature suggests benefits of treated SBP <140 mm Hg in adults 60 to 79 years without DM/CKD. The International Society of Hypertension in Blacks recommends: (1) continuing efforts to achieve BP <140/<90 mm Hg in those with DM/CK, and (2) identifying hypertensive patients without DM/CKD and BP ≥140/<90 mm Hg and treat to an SBP <140 mm Hg in black adults 60-79 years.


Antihypertensive Agents/therapeutic use , Black or African American/ethnology , Blood Pressure/drug effects , Hypertension/ethnology , Adult , Aged , Female , Humans , Hypertension/drug therapy , Hypertension/physiopathology , Male , Middle Aged , Nutrition Surveys , Societies, Medical
7.
Ethn Dis ; 24(2): 182-8, 2014.
Article En | MEDLINE | ID: mdl-24804364

OBJECTIVE: We evaluated the effect of an educational intervention administered to patients or/and physicians on the reduction in HbA(1c) and achieving diabetic control in a high-risk primarily Black inner-city population. METHODS: The study was designed as a four-arm randomized clinical trial where an educational program on diabetes was offered to physicians only, patients only, and both physicians and their patients, while the fourth arm did not receive any instruction. We built regression models at 24 months of follow-up to assess the likelihood of reaching glycemic goal as well as to measure the absolute reduction in HbA(1c) controlling for arm assignment, insulin use, race, age, sex, smoking, insulin use, and having achieved blood pressure control. RESULTS: Between April 2005 and July 2007, there were 823 patients randomized into the study. In multivariate analyses, the intervention group in which only patients received education showed a trend toward achieving a significant mean reduction in HbA(1c) with 49% (P = .06) higher odds of reaching glycemic control and .12 (P = .06) greater absolute percentage point drop in HbA(1c) compared to the no education group. CONCLUSION: Although our study reports positive results, it warrants a special emphasis on the behavior of the patient. Study results bring attention to disease management programs such as peer support networks that empower the patients that shift some of the responsibility to them.


Diabetes Mellitus/prevention & control , Health Education/methods , Black or African American , Aged , Diabetes Mellitus/blood , Diabetes Mellitus/therapy , Female , Glycated Hemoglobin/metabolism , Humans , Male , Middle Aged , Multivariate Analysis , Regression Analysis , Risk Factors , Urban Population
8.
Cardiol Clin ; 30(4): 533-43, 2012 Nov.
Article En | MEDLINE | ID: mdl-23102030

Hypertensive crises, which include hypertensive emergencies and urgencies, are frequently encountered in the emergency department, and require immediate attention as they can lead to irreversible end-organ damage. Normal blood pressure (BP) regulation is altered during acute rises in BP, leading to end-organ damage. Multiple organs can be injured. Special considerations should be given to hypertensive pregnant patients and patients with postoperative hypertension. Treatment should be individualized to each patient based on the type and extent of end-organ damage, degree of BP elevation, and the specific side effects that each medication could have on a patient's preexisting comorbidities.


Antihypertensive Agents/therapeutic use , Emergency Medical Services/methods , Hypertension, Malignant/drug therapy , Hypertension/drug therapy , Female , Humans , Hypertension/diagnosis , Hypertension, Malignant/diagnosis , Hypertension, Pregnancy-Induced/diagnosis , Hypertension, Pregnancy-Induced/drug therapy , Hypertensive Encephalopathy/diagnosis , Hypertensive Encephalopathy/drug therapy , Male , Practice Guidelines as Topic , Pregnancy
9.
Clin Ther ; 33(10): 1433-43, 2011 Oct.
Article En | MEDLINE | ID: mdl-21955936

BACKGROUND: US health care reform mandates the reduction of wasteful health care spending while maintaining quality of care. Introducing new drugs into crowded therapeutic classes may be viewed as offering "me-too" (new drugs with a similar mechanism of action compared to existing drugs) drugs without incremental benefit. This article presents an analysis of the incremental costs and benefits of atorvastatin, a lipid-lowering agent. OBJECTIVE: This analysis models the cost-effectiveness of atorvastatin over the product life cycle. METHODS: The yearly cost-effectiveness of atorvastatin compared to simvastatin was modeled from 1997 to 2030 from the point of view of a US third-party payer. Estimates for incremental costs (in US $) and effects (in quality-adjusted life-years [QALYs]) for the primary and secondary prevention of cardiovascular events were taken from previously published literature and adjusted for changes in drug prices over time. Estimates of total statin use were derived using the National Health and Nutrition Examination Survey. Sensitivity analyses were conducted to examine variations in study parameters, including drug prices, indications, and discount rates. RESULTS: Assuming increasing statin use over time (with a mean of 1.07 million new users per year) and a 3% discount rate, the cumulative incremental cost-effectiveness ratio (ICER) of atorvastatin versus simvastatin ranged from cost-savings at release to a maximum of $45,066/QALY after 6 years of generic simvastatin use in 2012. Over the full modeled life cycle (1997-2030), the cumulative ICER of atorvastatin was $20,331/QALY. The incremental value of atorvastatin to US payers (after subtracting costs) was estimated at $44.57 to $194.78 billion, depending on willingness to pay. Findings from the sensitivity analyses were similar. A hypothetical situation in which atorvastatin did not exist was associated with a reduction in total expenditures but also a loss of QALYs gained. CONCLUSION: The cumulative ICER of atorvastatin varied across the product life cycle, increasing during the period between generic simvastatin entry and generic atorvastatin entry, and decreasing thereafter.


Cardiovascular Diseases/prevention & control , Drug Utilization Review , Heptanoic Acids/economics , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Pyrroles/economics , Atorvastatin , Cost-Benefit Analysis , Heptanoic Acids/administration & dosage , Heptanoic Acids/therapeutic use , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Models, Economic , Pyrroles/administration & dosage , Pyrroles/therapeutic use , Quality-Adjusted Life Years , Simvastatin/administration & dosage , Simvastatin/economics , Simvastatin/therapeutic use , Time Factors , United States
10.
J Clin Hypertens (Greenwich) ; 13(8): 563-70, 2011 Aug.
Article En | MEDLINE | ID: mdl-21806766

Hypertension is a major risk factor for developing cardiovascular disease and is more prevalent in African Americans compared with Caucasians. African Americans are often underrepresented in clinical trials. This study was composed of a largely urban African American cohort of hypertensive patients. This was a prospective, 4-arm, randomized controlled trial designed to evaluate the comparative effectiveness of both physician and patient education (PPE), patient education only (PAE), and physician education only (PHE) vs usual care (UC). Hypertension specialists gave a series of didactic lectures to the physicians, while a nurse educator performed the patient education. The mean adjusted difference in systolic blood pressure (SBP) from baseline in the PPE group was an average reduction of 12 mm Hg (95% confidence interval [CI], -4.5 to -19.4) at 6-months, followed by average reductions of 4.6 mm Hg (6.9 to -16.12) in the PAE group, 4.1 mm Hg (3.4 to -11.7) in the PHE group, and 2.6 mm Hg (3 to -8.2) in the UC group. The PPE group achieved a significantly better reduction in SBP compared with the UC group. Additional research should be conducted to evaluate whether the use of certified hypertension educators in collaboration with physicians will result in a similar blood pressure reduction.


Black or African American/ethnology , Blood Pressure/physiology , Education, Medical , Hypertension/ethnology , Hypertension/therapy , Patient Education as Topic , Adult , Baltimore , Clinical Trials as Topic , Female , Humans , Male , Middle Aged , Outcome Assessment, Health Care , Patient Participation , Physician-Patient Relations , Prospective Studies , White People/ethnology
11.
Curr Cardiol Rep ; 8(6): 405-10, 2006 Nov.
Article En | MEDLINE | ID: mdl-17059791

Studies have shown that appropriate treatment of hypertension will reduce cardiovascular, renal, and cerebrovascular morbidity and mortality for all patients. Because hypertension has a multifaceted nature the disorder presents with unique features in prevalence, morbidity, and mortality among ethnic groups. Blacks, Hispanics, and Native Americans have been identified as special populations at risk for unique experiences with hypertension. Among these special populations, black Americans present unique issues in etiology, pathophysiology, severity, and response to treatment. This article reviews the varied aspects of hypertension detection, treatment, and control as they relate to the special population of black Americans.


Black or African American , Hypertension/diagnosis , Hypertension/therapy , Humans , Hypertension/epidemiology , Hypertension/physiopathology , Morbidity , Mortality , Severity of Illness Index , Treatment Outcome
12.
Circulation ; 111(10): 1298-304, 2005 Mar 15.
Article En | MEDLINE | ID: mdl-15769772

BACKGROUND: Black subjects with a family history of premature coronary heart disease (CHD) have a marked excess risk, yet barriers prevent effective risk reduction. We tested a community-based multiple risk factor intervention (community-based care [CBC]) and compared it with "enhanced" primary care (EPC) to reduce CHD risk in high-risk black families. METHODS AND RESULTS: Black 30- to 59-year-old siblings of a proband with CHD aged <60 years were randomized for care of BP > or =140/90 mm Hg, LDL cholesterol > or =3.37 mmol/L, or current smoking to EPC (n=168) or CBC (n=196) and monitored for 1 year. EPC and CBC were designed to eliminate barriers to care. The CBC group received care by a nurse practitioner and a community health worker in a community setting. The CBC group was 2 times more likely to achieve goal levels of LDL cholesterol and blood pressure compared with the EPC group (95% CI, 1.11 to 4.20 and 1.39 to 3.88, respectively) with adjustment for baseline levels of age, sex, education, and baseline use of medications. The CBC group demonstrated a significant reduction in global CHD risk, whereas no reduction was seen in the EPC group (P<0.0001). CONCLUSIONS: Eliminating known barriers may not be sufficient to reduce CHD risk in primary care settings. An alternative community care model that addresses barriers may be a more effective way to ameliorate CHD risk in high-risk black families.


Black or African American , Coronary Disease/prevention & control , Primary Health Care/methods , Adult , Black or African American/statistics & numerical data , Antihypertensive Agents/therapeutic use , Baltimore/epidemiology , Cholesterol, LDL/blood , Communication Barriers , Community Health Nursing , Community Health Services , Community Health Workers , Community-Institutional Relations , Coronary Disease/ethnology , Coronary Disease/genetics , Coronary Disease/nursing , Diabetes Mellitus/diagnosis , Diabetes Mellitus/ethnology , Diet , Disease Susceptibility , Exercise , Family Health , Female , Humans , Hypercholesterolemia/blood , Hypercholesterolemia/diagnosis , Hypercholesterolemia/ethnology , Hypertension/diagnosis , Hypertension/drug therapy , Hypertension/ethnology , Male , Middle Aged , Nurse Practitioners , Risk , Siblings , Smoking/epidemiology , Smoking/ethnology , Smoking Cessation , Surveys and Questionnaires , Treatment Outcome
13.
Clin Ther ; 26(2): 285-93, 2004 Feb.
Article En | MEDLINE | ID: mdl-15038951

BACKGROUND: Hypertension is one of the most frequently diagnosed chronic medical conditions in the United States and imposes a substantial financial and social burden on Americans. OBJECTIVE: The aim of this study was to compare the cost of health care resources for hypertensive patients taking analgesics stratified by having controlled versus uncontrolled hypertension. METHODS: This was a retrospective, database analysis of data for managed-care patients in Maryland and Washington, DC, recorded from February 1, 1999, to July 31, 2001. Hypertensive patients who were taking analgesics were stratified by their hypertension control status using a claims-based algorithm. Annualized costs and differences in annualized costs calculated for the periods before and after the initiation of analgesics were compared by patient hypertension control status. RESULTS: Of the 9805 patients in the study (mean [SD] age, 49.8 [12.04] years), 2523 (25.73%) were categorized as having uncontrolled hypertension. The mean total annualized costs differed significantly between the controlled and uncontrolled hypertension groups by 2568 dollars (P < 0.001). The annualized costs for emergency-department visits and hospitalizations for uncontrolled hypertensive patients exceeded those for controlled hypertensive patients by 9.3% and 28.0%, respectively. The differences between the postindex- and preindex-period costs for health care resources were 1972 dollars with controlled hypertension and 2961 dollars with uncontrolled hypertension (P < 0.001). The results of linear regression, after adjustments were made for preindex costs and other covariates, indicated that patients with uncontrolled hypertension had significantly increased billed annualized costs (P < 0.001). CONCLUSIONS: These data suggest that the costs of health care resources were significantly higher for analgesic users with uncontrolled hypertension than for analgesic users with controlled hypertension. A considerable proportion of the cost differential was directly attributable to hypertension-related treatment care.


Analgesics/economics , Anti-Inflammatory Agents, Non-Steroidal/economics , Health Care Costs/statistics & numerical data , Hypertension/economics , Adult , Aged , Analgesics/administration & dosage , Databases, Factual , District of Columbia , Economics, Pharmaceutical , Female , Humans , Male , Managed Care Programs/economics , Maryland , Middle Aged , Retrospective Studies
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