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1.
Clin Diabetes ; 42(2): 257-265, 2024.
Article in English | MEDLINE | ID: mdl-38694243

ABSTRACT

This study examined the association between persistence to basal insulin and clinical and economic health outcomes. The question of whether a persistence measure for basal insulin could be leveraged in quality measurement was also explored. Using the IBM-Truven MarketScan Commercial and Medicare Supplemental Databases from 1 January 2011 to 31 December 2015, a total of 14,126 subjects were included in the analyses, wherein 9,898 (70.1%) were categorized as persistent with basal insulin therapy. Basal insulin persistence was associated with lower A1C, fewer hospitalizations and emergency department visits, and lower health care expenditures. Quality measures based on prescription drug claims for basal insulin are feasible and should be considered for guiding quality improvement efforts.

2.
J Manag Care Spec Pharm ; 30(4): 326-335, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38241280

ABSTRACT

BACKGROUND: There is limited evidence on the effect of adherence to oral anticancer medications on health care resource utilization (HRU) among patients with cancer. OBJECTIVE: To determine the association between adherence to oral anticancer medication and subsequent HRU. METHODS: A retrospective cohort study was conducted using Optum Clinformatics® Data Mart commercial claims database. Patients who initiated an oral anticancer medication between 2010 and 2017 were included. Proportion of days covered was used to calculate medication adherence in the first 6 months after oral anticancer medication initiation. All-cause HRU in the following 6 months was assessed. Multivariable negative binomial regressions were used to determine the association between oral anticancer medication adherence and HRU, after controlling for confounders. RESULTS: Of 37,938 patients, 51.9% were adherent to oral anticancer medications. Adherence with oral anticancer medication was significantly associated with more frequent physician office and outpatient visits for several cancer types with the strongest association among those with liver cancer (adjusted incidence rate ratio [aIRR] = 1.34; 95% CI = 1.18-1.52 and aIRR = 1.32; 95% CI = 1.13-1.55, respectively). Oral anticancer medication adherence was associated with more emergency department visits only among patients with lung cancer (aIRR = 1.22; 95% CI = 1.01-1.48). Oral anticancer medication adherence was significantly associated with a higher rate of inpatient hospitalizations and longer stays among patients with liver cancer (aIRRs were 1.45 [95% CI = 1.02-2.05] and 2.15 [95% CI = 1.21-3.81], respectively), whereas hospitalizations were fewer and length of stay was shorter among patients with colorectal cancer who were adherent with oral anticancer medication (aIRRs were 0.77 [95% CI = 0.68-0.86] and 0.77 [95% CI = -0.66 to 0.90], respectively). Other measures did not reveal statistically significant differences in HRU among adherent and nonadherent patients for the cancer types included in the study. CONCLUSIONS: HRU following the initial phase of oral anticancer medication therapy was generally similar among adherent and nonadherent patients. We observed a slightly higher rate of office and outpatient visits among adherent patients, which may reflect ongoing monitoring among patients continuing oral anticancer medication. Further studies are needed to determine how oral anticancer medication adherence may affect HRU over a longer time period.


Subject(s)
Liver Neoplasms , Patient Acceptance of Health Care , Humans , Retrospective Studies , Medication Adherence , Hospitalization
4.
Eur J Neurol ; 31(2): e16134, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37955550

ABSTRACT

BACKGROUND AND PURPOSE: Opioid-associated amnestic syndrome (OAS) and transient global amnesia (TGA) are conditions with clinical overlap. We therefore sought to determine whether opioid use might be associated with TGA. METHODS: Data from the Massachusetts Department of Public Health Syndromic Surveillance program were queried to ascertain the frequency of opioid use among emergency department (ED) encounters for TGA compared to that for all other ED visits between January 2019 and June 2023. RESULTS: A total of 13,188,630 ED visits were identified during the study period. Of 1417 visits for TGA, one visit met the exposure definition for opioid use. There were 13,187,213 visits for other indications, 57,638 of which were considered opioid-exposed. The odds ratio for the relationship between opioid use and TGA was 0.16 (95% confidence interval 0.02, 1.14). CONCLUSION: Despite the clinical overlap between OAS and TGA, surveillance data from ED visits in Massachusetts do not suggest that opioid use is a risk factor for TGA, indicating that OAS and TGA are distinct entities.


Subject(s)
Amnesia, Transient Global , Humans , Amnesia, Transient Global/chemically induced , Amnesia, Transient Global/epidemiology , Analgesics, Opioid/adverse effects , Risk Factors , Emergency Service, Hospital , Amnesia
5.
J Manag Care Spec Pharm ; 28(12): 1379-1391, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36427345

ABSTRACT

BACKGROUND: Despite the effectiveness of vaccines, US adult vaccination rates remain low. This is especially true for the influenza vaccine, which is recommended annually and widely available. The accessibility of community pharmacies as convenient places to receive influenza vaccines has been shown to increase uptake. However, use of mail order pharmacies may reduce in-person pharmacist encounters and reduce the likelihood that users receive annual influenza vaccines. OBJECTIVE: To determine the association between the type of pharmacy a patient uses and their likelihood of receiving an influenza vaccine. METHODS: This cross-sectional cohort study used the 2018 Medical Expenditure Panel Survey to observe noninstitutionalized US adult pharmacy users. Pharmacy type was dichotomized into community use only vs any mail order pharmacy use. Multivariable weighted logistic regression was used to identify associations between the type of pharmacy used and influenza vaccination, adjusting for sociodemographic, health status, and health care access and utilization confounders. All analyses were stratified by age (< 65 and ≥ 65 years). RESULTS: The aged younger than 65 years and aged 65 years and older samples had 8,074 and 4,037 respondents who represented 95,930,349 and 40,163,276 weighted observations, respectively. Compared with community pharmacy users, mail order users were more likely to be aged 65 and older, be White, have high income, and have a usual source of care (P < 0.0001). Adjusted odds ratios (AORs) for influenza vaccination were significantly lower among community pharmacy users than mail order users among individuals aged younger than 65 years (AOR=0.71; 95% CI = 0.580.87) but was not significant among those aged 65 years and older (AOR = 0.87; 95% CI = 0.69-1.09). CONCLUSIONS: Community pharmacy users aged younger than 65 years are less likely to receive the influenza vaccine than their mail order pharmacy user counterparts. These counterintuitive results could be caused by residual confounding due to differences in factors that influence pharmacy use type and vaccination likelihood. Further exploration is needed to account for differences between these populations that independently drive vaccination choice. DISCLOSURES: Dr Burbage was a fellow in the Real World Evidence, Population Health and Quality Research Postdoctoral Fellowship Program in collaboration with University of North Carolina Eshelman School of Pharmacy and Pharmacy Quality Alliance, and supported by Janssen Scientific Affairs at the time of this study. She is now employed by Janssen Scientific Affairs. Dr Parikh is an employee of Pharmacy Quality Alliance. Dr Campbell was employed by Pharmacy Quality Alliance at the time of the study. He is now employed by Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ, USA. Dr Ramachandran has received an unrelated research contract with Pharmacy Quality Alliance. Dr Gatwood has received vaccine-related research grants from Merck & Co. and GlaxoSmithKline unrelated to this project and consulting fees for a vaccine-related expert panel with Merck & Co. unrelated to this manuscript and is an advisory board member with Janssen Scientific Affairs. Dr. Urick was employed by the UNC Eshelman School of Pharmacy at the time of this writing and is currently employed by Prime Therapeutics. He has received community pharmacy-related consulting fees from Cardinal Health and Pharmacy Quality Solutions unrelated to this work. Dr Ozawa has a research grant from Merck & Co. unrelated to this project. This project did not receive funding from any agency in the public, commercial, or not-for-profit sectors.


Subject(s)
Community Pharmacy Services , Influenza Vaccines , Influenza, Human , Pharmacies , Pharmacy , Adult , Male , Female , Humans , Influenza Vaccines/therapeutic use , Postal Service , Influenza, Human/prevention & control , Cross-Sectional Studies , Vaccination
6.
J Manag Care Spec Pharm ; 28(8): 831-844, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35876294

ABSTRACT

BACKGROUND: Various factors, including patient demographic and socioeconomic characteristics, patient out-of-pocket (OOP) costs, therapy-related factors, clinical characteristics, and health-system factors, can affect patient adherence to oral anticancer medications (OAMs). OBJECTIVE: To determine the proportion of patients initiating oral anticancer therapy who were adherent to OAMs and to identify significant predictors of adherence to OAMs, including patient OOP costs and patient demographics. METHODS: A retrospective cohort study was conducted using data from Optum Clinformatics Data Mart commercial claims database for 2010-2018. Patients with a new pharmacy claim for an OAM between July 1, 2010, and December 31, 2017, were followed for 6 months to ascertain their medication adherence, which was defined as a proportion of days covered value of at least 0.8. Average monthly patient OOP costs for OAM prescriptions were categorized as lower OOP costs (quartiles 1-3) and higher OOP costs (quartile 4). Separate multivariable logistic regressions were conducted to identify predictors of OAM nonadherence for each cancer type. RESULTS: Out of 37,938 patients with cancer, 51.9% were adherent to OAMs, with adherence ranging from 32.8% among those with liver cancer to 70.4% among those with brain tumor. The average monthly OOP costs of OAMs also differed by cancer type, ranging from $749 (SD = $1,014) among patients with blood cancer to $106 (SD = $439) among those with prostate cancer. Higher patient OOP costs were associated with higher odds of OAM nonadherence for many cancer types, including renal cancer (adjusted odds ratio [AOR] = 3.91; 95% CI = 2.80-5.47) and breast cancer (AOR = 1.26; 95% CI = 1.13-1.41). Additionally, patients with inpatient hospitalizations during the 6 months following OAM initiation had significantly higher odds of OAM nonadherence for all cancer types except for stomach cancer. Among patients with stomach cancer, male sex was associated with lower odds of OAM nonadherence (AOR = 0.60; 95% CI = 0.37-0.97). Among patients with renal or stomach cancer, those who had Medicare low-income subsidy had higher odds of OAM nonadherence compared with those with commercial insurance coverage. Among patients with blood cancers, Black and Hispanic patients had higher odds of OAM nonadherence compared with White patients (AOR = 1.48; 95% CI = 1.25-1.75 and AOR = 1.38; 95% CI = 1.13-1.68, respectively). CONCLUSIONS: Overall adherence to OAMs was suboptimal, and for several cancer types, adherence was worse among patients with higher OOP costs, those who were hospitalized, and those who received Medicare low-income subsidy. Policies addressing cost and access to OAMs and health-system strategies to address barriers to the effective use of OAMs are needed to improve patient access to these vital medications. DISCLOSURES: This study was funded by joint funding from the Pharmacy Quality Alliance and the National Pharmaceutical Council (NPC). Drs Vyas and Kogut were partially supported by this joint funding. Mr Descoteaux was supported by this joint funding for performing data analysis. The content is solely the responsibility of the authors and does not necessarily represent the official views of PQA or NPC. Dr Campbell completed this work during his employment at Pharmacy Quality Alliance; he is now an employee of Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ.


Subject(s)
Stomach Neoplasms , Aged , Health Expenditures , Humans , Male , Medicare , Medication Adherence , Retrospective Studies , United States
7.
J Addict Med ; 16(6): 684-688, 2022.
Article in English | MEDLINE | ID: mdl-35678426

ABSTRACT

OBJECTIVES: In recent years, an opioid-associated amnestic syndrome (OAS) was identified in Massachusetts through elicited reporting by health care providers (traditional surveillance, TS). Whether OAS occurs more frequently and with a wider spatiotemporal distribution in Massachusetts remains unclear. We compared the frequency and spatiotemporal characteristics of emergency department (ED) visits for possible OAS (pOAS) using a pre-existing syndromic surveillance system (SyS) with OAS cases captured through TS. METHODS: SyS was queried for Massachusetts ED visits in 15- to 55- year-olds with a chief complaint text and discharge codes for memory loss in association with codes for opioid use (pOAS). SyS data were extracted for 2016-2020, whereas TS was conducted for 2012-2018. Cases identified by SyS and TS were stratified by demographic and spatiotemporal variables. RESULTS: TS ascertained 22 reported cases of OAS (18 males) between 2012 and 2018, ranging from 0 to 5 annually. No identified OAS patients presented between January and March or in western Massachusetts. Between 2016 and 2020, SyS identified 82 ED visits (49 males) with pOAS, ranging from 13 to 22 per year. Over the 5-year period, at least 2 ED visits for pOAS occurred during each month of the year (24 total during January, February, or March) and at least 1 visit occurred in each county except 2, with the second largest number (11) in Berkshire County (at the western border of Massachusetts), where no cases were ascertained through TS. CONCLUSIONS: Although OAS is a relatively rare condition, use of SyS in Massachusetts suggests a broader and more frequent spatiotemporal distribution than previously indicated from TS.


Subject(s)
Analgesics, Opioid , Sentinel Surveillance , Male , Humans , Analgesics, Opioid/adverse effects , Emergency Service, Hospital , Patient Discharge , Massachusetts/epidemiology
8.
J Manag Care Spec Pharm ; 28(5): 538-543, 2022 May.
Article in English | MEDLINE | ID: mdl-35471072

ABSTRACT

BACKGROUND: A growing body of evidence supports the need for health systems to shift towards addressing social determinants of health (SDoH) as part of routine care. However, little is known about the state of the industry in terms of procurement and use of SDoH data. OBJECTIVES: To assess stakeholders' perceptions and experiences in collecting and utilizing SDoH data. METHODS: A prospective, cross-sectional study was conducted using a 24-item electronic survey. The pilot-tested survey was distributed to a diverse convenience sample of 94 health care stakeholder organizations that are members of the Pharmacy Quality Alliance organization. Survey responses were collected from November to December 2020. Descriptive statistics were used to analyze responses. RESULTS: A total of 25 respondents completed the survey (response rate = 26.6%). More than half (n = 14, 56.0%) collected and tracked SDoH data, and of those, most (n = 6, 42.85%) reported using organization-specific tools instead of standardized SDoH tools. Economic stability and health and health care indicators were the most frequently identified types of SDoH data collected. Participants reported that both identifying (mean = 3.88 ± SD = 0.88; 1 = not important to 5 = extremely important) and addressing (3.88 ± 0.93) patients' SDoH were moderately important to their organization. Lack of standard data format (72.0%), lack of time (52.0%), and lack of technological capabilities (44.0%) were the most commonly reported barriers to collecting SDoH data. However, value-based payment programs that reward addressing SDoH needs (76.0%) and a coding structure or reimbursement mechanism for identification and management of SDoH (60.0%) were most commonly reported as mechanisms to overcome SDoH data collection barriers. CONCLUSIONS: Health care stakeholders consider patient SDoH indicators important but report significant challenges in collecting these data. Solutions that address data standardization, time burden, technological barriers, and the offering of incentives could facilitate its collection and effective use. DISCLOSURES: Pharmacy Quality Alliance received an unrestricted grant from Pfizer, Inc, to support this work.


Subject(s)
Pharmacies , Social Determinants of Health , Cross-Sectional Studies , Delivery of Health Care , Humans , Prospective Studies
9.
Ann Surg ; 276(6): e706-e713, 2022 12 01.
Article in English | MEDLINE | ID: mdl-33214472

ABSTRACT

OBJECTIVE: Examine factors associated with postprocedure opioid receipt and persistent opioid use among opioid-naive patients in a nationally representative sample. SUMMARY BACKGROUND DATA: We used panels 18-20 in the Medical Expenditures Panel Survey (MEPS) between the years 2013 and 2015. Respondents ages 18 and over with any self-reported procedure in the previous year with complete data on the outcome variables for the remainder of the 2-year study period. METHODS: This prospective observational study used multivariable regression to determine factors associated with postprocedure opioid receipt and persistent opioid use among opioid-naive patients, adjusting for sociodemographic, health, and procedure-related characteristics. RESULTS: Adjusted models showed younger age, Western location (AOR = 1.38; 95% CI = 1.02, 1.86), and high-school degree (AOR = 1.60; CI = 1.14, 2.26) were associated with higher odds of postprocedure opioid receipt. Patients who had procedures in an inpatient (AOR: 5.71; CI: 4.31-7.56), outpatient (AOR = 3.77; CI = 2.87,4.95), and dental setting (AOR = 2.86; CI = 1.45, 5.63), and musculoskeletal diagnoses (AOR = 2.23; CI = 1.39, 3.58) and injuries (AOR = 2.04; CI = 1.29, 3.23) were more likely to have postprocedure opioid receipt. Persistent opioid use was associated with Midwest (AOR = 2.06; CI = 1.08, 3.95) and Northeast location (AOR = 2.45; CI = 1.03, 3.95), musculoskeletal diagnosis (AOR = 3.91; CI = 1.23, 8.31), public insurance (AOR = 2.07; CI = 1.23-3.49), and positive depression screener (AOR = 3.36; CI = 2.04, 5.55). CONCLUSIONS: Procedures account for a large portion of opioid prescriptions among opioid-naive patients. This study provides evidence to inform national guidelines for opioid prescribing and postprocedure pain management.


Subject(s)
Analgesics, Opioid , Opioid-Related Disorders , Humans , Adolescent , Analgesics, Opioid/therapeutic use , Practice Patterns, Physicians' , Opioid-Related Disorders/epidemiology , Pain Management/methods , Prospective Studies
10.
Drug Alcohol Depend ; 228: 108977, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34598100

ABSTRACT

BACKGROUND: Although national syndromic surveillance data reported declines in emergency department (ED) visits after the declaration of the national stay-at-home order for COVID-19, little is known whether these declines were observed for suspected opioid overdose. METHODS: This interrupted time series study used syndromic surveillance data from four states participating in the HEALing Communities Study: Kentucky, Massachusetts, New York, and Ohio. All ED encounters for suspected opioid overdose (n = 48,301) occurring during the first 31 weeks of 2020 were included. We examined the impact of the national public health emergency for COVID-19 (declared on March 14, 2020) on trends in ED encounters for suspected opioid overdose. RESULTS: Three of four states (Massachusetts, New York and Ohio) experienced a statistically significant immediate decline in the rate of ED encounters for suspected opioid overdose (per 100,000) after the nationwide public health emergency declaration (MA: -0.99; 95 % CI: -1.75, -0.24; NY: -0.10; 95 % CI, -0.20, 0.0; OH: -0.33, 95 % CI: -0.58, -0.07). After this date, Ohio and Kentucky experienced a sustained rate of increase for a 13-week period. New York experienced a decrease in the rate of ED encounters for a 10-week period, after which the rate began to increase. In Massachusetts after a significant immediate decline in the rate of ED encounters, there was no significant difference in the rate of change for a 6-week period, followed by an immediate increase in the ED rate to higher than pre-COVID levels. CONCLUSIONS: The heterogeneity in the trends in ED encounters between the four sites show that the national stay-at-home order had a differential impact on opioid overdose ED presentation in each state.


Subject(s)
COVID-19 , Drug Overdose , Opiate Overdose , Analgesics, Opioid , Drug Overdose/epidemiology , Emergency Service, Hospital , Humans , Pandemics , SARS-CoV-2
11.
Int J Cardiol ; 331: 214-220, 2021 05 15.
Article in English | MEDLINE | ID: mdl-33587941

ABSTRACT

BACKGROUND: The prevalence of abdominal aortic aneurysm is high in chronic obstructive pulmonary disease (COPD) population. Emphysema involves proteolytic destruction of elastic fibers. Therefore, emphysema may also contribute to thoracic aorta dilatation. This study assessed aorta dilation in smokers stratified by presence of COPD, emphysema and airway thickening. METHODS: Aorta diameters were measured on 3D magnetic resonance angiography in smokers recruited from the Multi-Ethnic Study of Atherosclerosis (MESA), the Emphysema and Cancer Action Project (EMCAP), and the local community. COPD was defined by standard spirometric criteria; emphysema was measured quantitatively on computed tomography and bronchitis was determined from medical history. RESULTS: Participants (n = 315, age 58-79) included 150 with COPD and 165 without COPD, of whom 56% and 19%, respectively, had emphysema. Subjects in the most severe quartile of emphysematous change showed the largest diameter at all four aorta locations compared to those in the least severe quartiles (all p < 0.001). Comparing subjects with and without COPD, aorta diameters were larger in participants with severe COPD in ascending and arch (both p < 0.001), and abdominal aorta (p = 0.001). Chronic bronchitis and bronchial wall thickness did not correlate with aorta diameter. In subjects with emphysema, subjects with coexistence of COPD showed larger aorta than those without COPD in ascending (p = 0.003), arch (p = 0.002), and abdominal aorta (p = 0.04). CONCLUSIONS: This study showed larger aorta diameter in subjects with COPD and severe emphysema compared to COPD related to chronic bronchitis or bronchial wall thickening.


Subject(s)
Atherosclerosis , Emphysema , Pulmonary Disease, Chronic Obstructive , Pulmonary Emphysema , Aged , Aorta , Atherosclerosis/diagnostic imaging , Atherosclerosis/epidemiology , Humans , Middle Aged , Pulmonary Disease, Chronic Obstructive/diagnostic imaging , Pulmonary Disease, Chronic Obstructive/epidemiology , Pulmonary Emphysema/diagnostic imaging , Pulmonary Emphysema/epidemiology
12.
Addict Behav Rep ; 11: 100246, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32467835

ABSTRACT

AIMS: This paper explores inter-generational changes in consumers smoking product uptake and use patterns after the introduction of e-cigarettes and hookahs. DESIGN: Item Response Theory (IRT) is used to analyze the Health Information National Trends Survey sponsored by the Food and Drug Administration (HINTS-FDA). The survey was fielded in 2015. IRT allows the pattern of product use to be described and help assess whether the new tobacco products (i.e., e-cigarettes, hookahs) serve as gateway to other products or act in harm reduction modality. FINDINGS: The results indicate that the new product alternatives have changed the how tobacco products are adopted in the U.S. In particular, younger respondents were more likely to have engaged in cigar, e-cigarette and water-pipe use than the older cohort. CONCLUSIONS: The introduction of nicotine products previously unavailable in the U.S is creating new modes for smoking initiation in the age groups most likely to begin a new habit. There is little evidence that smokers in the older HINTS cohorts are using the e-cigarette as a smoking cessation tool. The rise of cigar use in the younger cohort may indicate that legal products are being mixed with illicit substances (i.e., 'blunting').

13.
J Racial Ethn Health Disparities ; 7(3): 539-549, 2020 06.
Article in English | MEDLINE | ID: mdl-31845286

ABSTRACT

OBJECTIVES: To examine disparities in use and access to different health care providers by community and individual race-ethnicity and to test provider supply as a potential mediator. DATA SOURCES: National secondary data from 2014 Medical Expenditure Panel Survey, 5-year estimates (2010-2014) from American Community Survey, and 2014 InfoUSA. STUDY DESIGN: Multiple logistic regression models examined the association of community and individual race-ethnicity with reported health care visits and access. Mediation analyses tested the role of provider supply. DATA EXTRACTION METHODS: Individual-level survey data were linked to race-ethnic composition and health business counts of the respondent's primary care service area (PCSA). PRINCIPAL FINDINGS: Minority PCSAs are significantly and independently associated with lower odds of having a visit to a physician assistant/nurse practitioner, dentist, or other health professionals and having a usual care provider (all p < 0.05). Few significant associations were observed for integrated PCSAs or for health provider supply. A modest mediation effect for provider supply was observed for travel time to usual care provider and visit to other health professionals. CONCLUSIONS: Use of a range of health services is lower in minority communities and individuals. However, provider supply was not an important explanatory factor of these disparities.


Subject(s)
Ethnicity/statistics & numerical data , Health Care Surveys/statistics & numerical data , Health Personnel/statistics & numerical data , Health Services Accessibility/statistics & numerical data , Healthcare Disparities/ethnology , Hispanic or Latino/psychology , Minority Groups/statistics & numerical data , Adult , Female , Hispanic or Latino/statistics & numerical data , Humans , Male , Middle Aged , United States/ethnology
14.
J Gen Intern Med ; 34(1): 132-136, 2019 01.
Article in English | MEDLINE | ID: mdl-30338474

ABSTRACT

PURPOSE: To examine associations between patient perceptions that their provider was knowledgeable of their medical history and clinicians' early adoption of an application that presents providers with an integrated longitudinal view of a patient's electronic health records (EHR) from multiple healthcare systems. METHOD: This retrospective analysis utilizes provider audit logs from the Veterans Health Administration Joint Legacy Viewer (JLV) and patient responses to the Survey of Patient Healthcare Experiences Patient-Centered Medical Home (SHEP/PCMH) patient satisfaction survey (FY2016) to assess the relationship between the primary care provider being an early adopter of JLV and patient perception of the provider's knowledge of their medical history. Multivariate logistic regression models were used to control for patient age, race, sex education, health status, duration of patient-provider relationship, and provider characteristics. RESULTS: The study used responses from 203,903 patients to the SHEP-PCMH survey in FY2016 who received outpatient primary care services from 11,421 unique providers. Most (91%) clinicians had no JLV utilization in the 6 months prior to the studied patient visit. Controlling for patient demographics, length of the patient-provider relationship, and provider and facility characteristics, being an early adopter of the JLV system was associated with a 14% (adj OR 1.14, p < 0.000) increased odds that patients felt their provider was knowledgeable about their medical history. When evaluating the interaction between duration of patient-provider relationship and being an early adopter of JLV, a greater effect was seen with patient-provider relationships that were greater than 3 years (adj OR 1.23, p < 0.000), compared to those less than 3 years. CONCLUSIONS: Increasing the interoperability of medical information systems has the potential to improve both patient care and patient experience of care. This study demonstrates that early adopters of an integrated view of electronic health records from multiple delivery systems are more likely to have their patients report that their clinician was knowledgeable of their medical history. With provider payments often linked to patient satisfaction performance metrics, investments in interoperability may be worthwhile.


Subject(s)
Electronic Health Records/statistics & numerical data , Health Care Surveys , Patient Satisfaction/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Primary Health Care/organization & administration , Adult , Aged , Aged, 80 and over , Ambulatory Care/organization & administration , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Retrospective Studies , United States
15.
Int J Technol Assess Health Care ; 34(4): 388-392, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29991357

ABSTRACT

OBJECTIVES: Determine the relationship between quality of an accountable care organization (ACO) and its long-term reduction in healthcare costs. METHODS: We conducted a cost minimization analysis. Using Centers for Medicare and Medicaid cost and quality data, we calculated weighted composite quality scores for each ACO and organization-level cost savings. We used Markov modeling to compute the probability that an ACO transitioned between different quality levels in successive years. Considering a health-systems perspective with costs discounted at 3 percent, we conducted 10,000 Monte Carlo simulations to project long-term cost savings by quality level over a 10-year period. We compared the change in per-member expenditures of Pioneer (early-adopters) ACOs versus Medicare Shared Savings Program (MSSP) ACOs to assess the impact of coordination of care, the main mechanism for cost savings. RESULTS: Overall, Pioneer ACOs saved USD 641.24 per beneficiary and MSSP ACOs saved USD 535.59 per beneficiary. By quality level: (a) high quality organizations saved the most money (Pioneer: USD 459; MSSP: USD 816); (b) medium quality saved some money (Pioneer: USD 222; MSSP: USD 105); and (c) low quality suffered financial losses (Pioneer: USD -40; MSSP: USD -386). CONCLUSIONS: Within the existing fee-for-service healthcare model, ACOs are a mechanism for decreasing costs by improving quality of care. Higher quality organizations incorporate greater levels of coordination of care, which is associated with greater cost savings. Pioneer ACOs have the highest level of integration of services; hence, they save the most money.


Subject(s)
Accountable Care Organizations/organization & administration , Cost Savings/economics , Quality of Health Care/organization & administration , Accountable Care Organizations/economics , Centers for Medicare and Medicaid Services, U.S./statistics & numerical data , Continuity of Patient Care/organization & administration , Cost-Benefit Analysis , Fee-for-Service Plans/organization & administration , Markov Chains , Models, Econometric , Quality of Health Care/economics , United States
16.
J Magn Reson Imaging ; 47(1): 262-271, 2018 01.
Article in English | MEDLINE | ID: mdl-28488348

ABSTRACT

PURPOSE: Chronic obstructive pulmonary disease (COPD) and particularly emphysema are characterized by stiffness of the aorta, due in part to accelerated elastin degradation in the lungs and aorta. Stiffness of the pulmonary arteries (PAs) may also be increased in COPD and emphysema, but data are lacking. We assessed PA stiffness using MRI in patients with COPD and related these measurements to COPD severity and percent emphysema. MATERIALS AND METHODS: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study recruited 290 participants, age 50-79 years with 10 or more packyears and free of clinical cardiovascular disease. COPD severity were defined on postbronchodilator spirometry by ATS/ERS criteria. Percent emphysema was defined as the percentage of regions of the lung < -950 Hounsfield units on full-lung computed tomography (CT). PA stain was defined by the percent change in cross-sectional PA area between systole and diastole on MRI. Blood flow across the tricuspid and mitral valves was assessed by phase-contrast MRI for determination of the ventricular diastolic dysfunction (E/A ratio). RESULTS: PA strain was reduced in COPD compared with controls (P = 0.002) and was inversely correlated with COPD severity (P = 0.004). PA strain was inversely associated to percent emphysema (P = 0.01). PA strain was also markedly correlated with right ventricular diastolic dysfunction measured by E/A ratios in the fully adjusted mix models (P = 0.02). CONCLUSION: PA strain is reduced in COPD, related in part to percent emphysema on CT scan, which may have implications for pulmonary small vessel flow and right ventricular function. LEVEL OF EVIDENCE: 2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;47:262-271.


Subject(s)
Atherosclerosis/diagnostic imaging , Emphysema/diagnostic imaging , Heart/diagnostic imaging , Pulmonary Artery/diagnostic imaging , Pulmonary Disease, Chronic Obstructive/diagnostic imaging , Pulmonary Emphysema/diagnostic imaging , Vascular Stiffness , Aged , Cohort Studies , Cross-Sectional Studies , Ethnicity , Female , Gases , Humans , Lung/diagnostic imaging , Male , Middle Aged , Observer Variation , Plethysmography , Risk Factors , Sensitivity and Specificity , Spirometry , Tomography, X-Ray Computed
18.
PLoS One ; 12(3): e0173446, 2017.
Article in English | MEDLINE | ID: mdl-28291826

ABSTRACT

Endothelial injury is implicated in the pathogenesis of COPD and emphysema; however the role of endothelial progenitor cells (EPCs), a marker of endothelial cell repair, and circulating endothelial cells (CECs), a marker of endothelial cell injury, in COPD and its subphenotypes is unresolved. We hypothesized that endothelial progenitor cell populations would be decreased in COPD and emphysema and that circulating endothelial cells would be increased. Associations with other subphenotypes were examined. The Multi-Ethnic Study of Atherosclerosis COPD Study recruited smokers with COPD and controls age 50-79 years without clinical cardiovascular disease. Endothelial progenitor cell populations (CD34+KDR+ and CD34+KDR+CD133+ cells) and circulating endothelial cells (CD45dimCD31+CD146+CD133-) were measured by flow cytometry. COPD was defined by standard spirometric criteria. Emphysema was assessed qualitatively and quantitatively on CT. Full pulmonary function testing and expiratory CTs were measured in a subset. Among 257 participants, both endothelial progenitor cell populations, and particularly CD34+KDR+ endothelial progenitor cells, were reduced in COPD. The CD34+KDR+CD133+ endothelial progenitor cells were associated inversely with emphysema extent. Both endothelial progenitor cell populations were associated inversely with extent of panlobular emphysema and positively with diffusing capacity. Circulating endothelial cells were not significantly altered in COPD but were inversely associated with pulmonary microvascular blood flow on MRI. There was no consistent association of endothelial progenitor cells or circulating endothelial cells with measures of gas trapping. These data provide evidence that endothelial repair is impaired in COPD and suggest that this pathological process is specific to emphysema.


Subject(s)
Emphysema/pathology , Endothelial Progenitor Cells/pathology , Pulmonary Disease, Chronic Obstructive/pathology , Aged , Emphysema/immunology , Endothelial Progenitor Cells/immunology , Female , Flow Cytometry , Humans , Immunophenotyping , Magnetic Resonance Imaging , Male , Middle Aged , Plethysmography , Pulmonary Disease, Chronic Obstructive/immunology
19.
Ann Am Thorac Soc ; 14(5): 649-658, 2017 May.
Article in English | MEDLINE | ID: mdl-28207279

ABSTRACT

RATIONALE: Although emphysema on computed tomography (CT) is associated with increased morbidity and mortality in patients with and without spirometrically defined chronic obstructive pulmonary disease, no available medications target emphysema outside of alpha-1 antitrypsin deficiency. Transforming growth factor-ß and endothelial dysfunction are implicated in emphysema pathogenesis, and angiotensin II receptor blockers (ARBs) inhibit transforming growth factor-ß, improve endothelial function, and restore airspace architecture in murine models. Evidence in humans is, however, lacking. OBJECTIVES: To determine whether angiotensin-converting enzyme (ACE) inhibitor and ARB dose is associated with slowed progression of percent emphysema by CT. METHODS: The Multi-Ethnic Study of Atherosclerosis researchers recruited participants ages 45-84 years from the general population from 2000 to 2002. Medication use was assessed by medication inventory. Percent emphysema was defined as the percentage of lung regions less than -950 Hounsfield units on CTs. Mixed-effects regression models were used to adjust for confounders. RESULTS: Among 4,472 participants, 12% used an ACE inhibitor and 6% used an ARB at baseline. The median percent emphysema was 3.0% at baseline, and the rate of progression was 0.64 percentage points over a median of 9.3 years. Higher doses of ACE or ARB were independently associated with a slower change in percent emphysema (P = 0.03). Over 10 years, in contrast to a predicted mean increase in percent emphysema of 0.66 percentage points in those who did not take ARBs or ACE inhibitors, the predicted mean increase in participants who used maximum doses of ARBs or ACE inhibitors was 0.06 percentage points (P = 0.01). The findings were of greatest magnitude among former smokers (P < 0.001). Indications for ACE inhibitor or ARB drugs (hypertension and diabetes) and other medications for hypertension and diabetes were not associated independently with change in percent emphysema. There was no evidence that ACE inhibitor or ARB dose was associated with decline in lung function. CONCLUSIONS: In a large population-based study, ACE inhibitors and ARBs were associated with slowed progression of percent emphysema by chest CT, particularly among former smokers. Randomized clinical trials of ACE and ARB agents are warranted for the prevention and treatment of emphysema.


Subject(s)
Angiotensin Receptor Antagonists/administration & dosage , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Emphysema/diagnostic imaging , Pulmonary Emphysema/drug therapy , Aged , Aged, 80 and over , Female , Humans , Longitudinal Studies , Male , Middle Aged , Pulmonary Disease, Chronic Obstructive/physiopathology , Regression Analysis , Respiratory Function Tests , Smoking/adverse effects , Spirometry , Tomography, X-Ray Computed , United States
20.
Patient Educ Couns ; 100(1): 147-153, 2017 01.
Article in English | MEDLINE | ID: mdl-27567497

ABSTRACT

OBJECTIVE: Although past research has demonstrated a link between the quality of motivational interviewing (MI) counseling and client behavior change, this relationship has not been examined in the context of sexual risk behavior among people living with HIV/AIDS. We studied MI quality and unprotected anal/vaginal intercourse (UAVI) in the context of SafeTalk, an evidence-based secondary HIV prevention intervention. METHODS: We used a structured instrument (the MISC 2.0 coding system) as well as a client-reported instrument to rate intervention sessions on aspects of MI quality. Then we correlated client-reported UAVI with specific counseling behaviors and the proportion of interactions that achieved MI quality benchmarks. RESULTS/CONCLUSION: Higher MISC-2.0 global ratings and a higher ratio of reflections to questions both significantly predicted fewer UAVI acts at 8-month follow-up. Analysis of client ratings, which was more exploratory, showed that clients who rated their sessions higher in counselor acceptance, client disclosure, and relevance reported higher numbers of UAVIs, whereas clients who selected higher ratings for perceived benefit were more likely to have fewer UAVI episodes. PRACTICE IMPLICATIONS: Further research is needed to determine the best methods of translating information about MI quality into dissemination of effective MI interventions with people living with HIV.


Subject(s)
Directive Counseling/methods , HIV Infections/prevention & control , HIV Infections/psychology , Motivational Interviewing/methods , Safe Sex/psychology , Sex Counseling , Sexual Behavior/psychology , Adult , Counseling/methods , Female , Follow-Up Studies , Health Knowledge, Attitudes, Practice , Humans , Male , Motivation , Patient Education as Topic , Program Development , Program Evaluation , Risk Reduction Behavior , Risk-Taking , Young Adult
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