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Swift C, Frazer MS, Gronroos NN, Sargent A, Leszko M, Buysman E, Alvarez S, Dunn TJ, Noone J, Guevarra M. Real-World Treatment Patterns Among Patients with Type 2 Diabetes Mellitus Initiating Treatment with Oral Semaglutide. Diabetes Ther 2024; 15:1547-1559. [PMID: 38722496 PMCID: PMC11211303 DOI: 10.1007/s13300-024-01589-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 04/16/2024] [Indexed: 06/28/2024] Open
Abstract
INTRODUCTION The treatment landscape for type 2 diabetes mellitus (T2DM) is complex and constantly evolving, and real-world evidence of prescribing patterns is limited. The objectives of this study were to characterize lines of therapy (LOTs), calculate the length of time spent on each LOT, and identify the reasons for the LOT end among patients who initiated oral semaglutide for T2DM. METHODS This retrospective, claims-based study included commercial and Medicare Advantage adults with T2DM. Data from November 1, 2019, and June 30, 2020, were obtained from Optum Research Database. Patients with ≥ 1 claim for oral semaglutide and continuous health plan enrollment for ≥ 12 months prior to (baseline period) and ≥ 6 months following (follow-up period) the date of the first oral semaglutide claim were included. LOT 1 began on the date of the first oral semaglutide claim. The start date of any subsequent LOTs was the date of the first claim for an additional non-insulin anti-diabetic drug class or a reduction in drug class with use of commitment medications. The LOT ended at the first instance of medication class discontinuation, change in regimen or end of follow-up. RESULTS Of the 1937 patients who initiated oral semaglutide, 950 (49.0%) remained on their initial regimen over the 6-month follow-up period, 844 (43.6%) had at least one subsequent LOT, and 89 (4.6%) had at least two subsequent LOTs. Among patients with more than one LOT, approximately 20%-25% used oral semaglutide as monotherapy or combination therapy during LOTs 2 and 3. Metformin was frequently used during treatment across all LOTs. CONCLUSION This study provides insight for physicians and payers into the real-world prescribing practices within the first 6 months following oral semaglutide initiation and fills the gap in understanding the frequency of regimen changes in the constantly evolving and complex environment of T2DM care.
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Affiliation(s)
| | - Monica S Frazer
- Quality Metric, Johnston, RI, Formerly Optum, Eden Prairie, MN, USA
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Andersson ÅG, Dahlkvist L, Kurland L. Patient-centered outcomes and outcome measurements for people aged 65 years and older-a scoping review. BMC Geriatr 2024; 24:528. [PMID: 38890618 PMCID: PMC11186133 DOI: 10.1186/s12877-024-05134-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 06/10/2024] [Indexed: 06/20/2024] Open
Abstract
INTRODUCTION The aging population is a challenge for the healthcare system that must identify strategies that meet their needs. Practicing patient-centered care has been shown beneficial for this patient-group. The effect of patient-centered care is called patient-centered outcomes and can be appraised using outcomes measurements. OBJECTIVES The main aim was to review and map existing knowledge related to patient-centered outcomes and patient-centered outcomes measurements for older people, as well as identify key-concepts and knowledge-gaps. The research questions were: How can patient-centered outcomes for older people be measured, and which patient-centered outcomes matters the most for the older people? STUDY DESIGN Scoping review. METHODS Search for relevant publications in electronical databases, grey literature databases and websites from year 2000 to 2021. Two reviewers independently screened titles and abstracts, followed by full text review and extraction of data using a data extraction framework. RESULTS Eighteen studies were included, of which six with involvement of patients and/or experts in the process on determine the outcomes. Outcomes that matter the most to older people was interpreted as: access to- and experience of care, autonomy and control, cognition, daily living, emotional health, falls, general health, medications, overall survival, pain, participation in decision making, physical function, physical health, place of death, social role function, symptom burden, and time spent in hospital. The most frequently mentioned/used outcomes measurements tools were the Adult Social Care Outcomes Toolkit (ASCOT), EQ-5D, Gait Speed, Katz- ADL index, Patient Health Questionnaire (PHQ9), SF/RAND-36 and 4-Item Screening Zarit Burden Interview. CONCLUSIONS Few studies have investigated the older people's opinion of what matters the most to them, which forms a knowledge-gap in the field. Future research should focus on providing older people a stronger voice in what they think matters the most to them.
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Affiliation(s)
- Åsa G Andersson
- Department of Geriatrics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.
| | | | - Lisa Kurland
- Department of Emergency, School of Medical Sciences, Faculty of Medicineand , Health Örebro University, Örebro, Sweden
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Frazer M, Swift C, Sargent A, Leszko M, Buysman E, Gronroos NN, Alvarez S, Dunn TJ, Noone J, Gamble CL. Real-world HbA 1c changes and prescription characteristics among type 2 diabetes mellitus patients initiating treatment with once weekly semaglutide for diabetes. J Diabetes Metab Disord 2024; 23:727-737. [PMID: 38932879 PMCID: PMC11196477 DOI: 10.1007/s40200-023-01341-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/31/2023] [Indexed: 06/28/2024]
Abstract
Purpose The purpose of this study was to evaluate patient, prescriber, and dose characteristics and evaluate changes in glycated hemoglobin (HbA1c) for patients prescribed once weekly semaglutide for diabetes (OW sema T2D). Methods This study was a retrospective claims-based study using the Optum Research Database. The sample included adult patients who had at least one claim for OW sema T2D between Jan 1, 2018, and Dec 31, 2019, were continuously enrolled in the health plan and had a diagnosis of type 2 diabetes (T2DM) during the pre-index or post-index periods. Demographic and clinical characteristics of patients using OW sema T2D were collected, as were the dose and prescriber specialty and the change between pre-index and post-index HbA1c measures was calculated. Results were stratified by the latest pre-index HbA1c measurement (HbA1c greater than or equal to 9.0%, uncontrolled vs. HbA1c less than 9%, controlled). Statistical comparisons between HbA1c groups were conducted. Results Most patients, 76.3%, were prescribed a 0.25/0.50 mg dose of OW sema T2D. Patients had an overall decrease in HbA1c of 0.8% and patients with uncontrolled diabetes had a greater reduction in mean HbA1c compared to those with controlled diabetes (-2.1% vs. -0.3%, p < 0.001). Most patients had their index dose of OW sema T2D prescribed by endocrinologists (27.6%) primary care providers (24.6%) and internal medicine providers (21.6%). Conclusions OW sema T2D is an effective real-world T2DM treatment. Future research should further investigate real-world use patterns of this medication.
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Affiliation(s)
- Monica Frazer
- QualityMetric, Johnston, RI USA
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
| | | | - Andrew Sargent
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
| | - Michael Leszko
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
| | - Erin Buysman
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
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Swift C, Frazer M, Gronroos NN, Sargent A, Leszko M, Buysman E, Alvarez S, Dunn TJ, Noone J, Guevarra M. Real-world glycated haemoglobin changes among type 2 diabetes mellitus patients treated with a maintenance dose of 7 mg or 14 mg of oral semaglutide. Diabetes Obes Metab 2024; 26:2111-2118. [PMID: 38418411 DOI: 10.1111/dom.15516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 03/01/2024]
Abstract
AIM To describe the change in glycated haemoglobin (HbA1c) among patients with type 2 diabetes following treatment with a 7 or 14 mg maintenance dose of oral semaglutide. MATERIALS AND METHODS This retrospective, claims-based study included adult patients with type 2 diabetes with a pre-index HbA1c of ≥7%, initiating treatment with oral semaglutide between 1 November 2019 and 30 June 2020; the patients had continuous health plan enrolment for ≥12 months before (pre-index) and ≥6 months following (post-index) the date of the first oral semaglutide claim (index). Patients were required to have a maintenance dose of 7 or 14 mg. Pre-index demographic and clinical characteristics were captured, as were doses at initiation and prescriber specialty. The change in HbA1c between the latest post-index and pre-index HbA1c measurements was calculated among all patients and among those with ≥90 days of continuous treatment (persistent patients). RESULTS This study included 520 patients, most of whom had a complex medical history, experienced a range of comorbidities and received an average of 11.5 different classes of medications during the pre-index period. The mean HbA1c reduction during the 6-month post-initiation period was 1.2% (p < .001) for all patients and 1.4% (p < .001) for persistent patients. CONCLUSIONS In this real-world study, patients with a pre-index HbA1c ≥7% who initiated treatment with oral semaglutide with a 7 or 14 mg maintenance dose had significantly lower HbA1c levels following treatment.
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Affiliation(s)
| | - Monica Frazer
- QualityMetric, Johnston, RI, formerly Optum, Eden Prairie, Minnesota, USA
| | | | | | | | | | | | | | - Josh Noone
- Novo Nordisk, Inc., Plainsboro, New Jersey, USA
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Paul C, Schöttker B, Hartmann M, Friederich HC, Brenner H, Wild B. Gender-specific factors associated with case complexity in middle-aged and older adults-Evidence from a large population-based study. Int J Geriatr Psychiatry 2024; 39:e6113. [PMID: 38877644 DOI: 10.1002/gps.6113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 05/29/2024] [Indexed: 06/16/2024]
Abstract
OBJECTIVES To investigate gender-specific factors associated with case complexity in a population-based sample of middle-aged and older adults using a holistic approach to complexity. METHODS Data were derived from the 8-year follow-up home visits of the ESTHER study-a German population-based study in middle-aged and older adults. Cross-sectional analyses were conducted for 2932 persons (aged 57-84). Complexity was assessed by the well-established INTERMED for the elderly interview, which uses a holistic approach to the definition of case complexity. The association between various bio-psycho-social variables and case complexity was analyzed using gender-specific logistic regression models, adjusted for sociodemographic factors (age, marital status, education). RESULTS Prevalence of complexity was 8.3% with significantly higher prevalence in female (10.6%) compared to male (5.8%) participants (p < 0.001). Variables associated with increased odds for complexity in both, women and men were: being divorced (odds ratio [OR] women: 1.86, 95% CI 1.05-3.30; OR men: 3.19, 1.25-8.12), higher total somatic morbidity (women: 1.08, 1.04-1.12; men: 1.06, 1.02-1.11), higher depression severity (women: 1.34, 1.28-1.40; men: 1.35, 1.27-1.44), and higher loneliness scores (women: 1.19, 1.05-1.36; men: 1.23, 1.03-1.47). Women (but not men) with obesity (Body mass index [BMI] ≥30) had higher odds (1.79, 1.11-2.89) for being complex compared to those with a BMI <25. High oxidative stress measured by derivatives of reactive oxygen metabolites in serum was associated with 2.02 (1.09-3.74) higher odds for complexity only in men. CONCLUSIONS This study provides epidemiological evidence on gender differences in prevalence and factors associated with case complexity in middle-aged and older adults. Moreover, this study adds to the holistic understanding of complexity by identifying novel variables linked to complexity among middle-aged and older individuals. These factors include loneliness for both genders, and high oxidative stress for men. These findings should be confirmed in future longitudinal studies.
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Affiliation(s)
- Cinara Paul
- Department of General Internal Medicine and Psychosomatics, Medical University Hospital, Heidelberg, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
| | - Mechthild Hartmann
- Department of General Internal Medicine and Psychosomatics, Medical University Hospital, Heidelberg, Germany
| | - Hans-Christoph Friederich
- Department of General Internal Medicine and Psychosomatics, Medical University Hospital, Heidelberg, Germany
- DZPG German Centre for Mental Health-Partner Site Heidelberg/Mannheim/Ulm, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research, University of Heidelberg, Heidelberg, Germany
| | - Beate Wild
- Department of General Internal Medicine and Psychosomatics, Medical University Hospital, Heidelberg, Germany
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Hoog M, Paczkowski R, Huang A, Halpern R, Buysman E, Stackland S, Zhang Y, Wangia-Dixon R. Glycemic and Economic Outcomes in Elderly Patients with Type 2 Diabetes Initiating Dulaglutide Versus Basal Insulin in a Real-World Setting in the United States: The DISPEL-Advance Study. Diabetes Ther 2023; 14:1947-1958. [PMID: 37740872 PMCID: PMC10570245 DOI: 10.1007/s13300-023-01473-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 09/01/2023] [Indexed: 09/25/2023] Open
Abstract
INTRODUCTION Treatments like glucagon-like peptide-1 receptor agonists carry low hypoglycemia risk and are recommended for elderly patients with type 2 diabetes (T2D), while some routine treatments, like insulin, increase hypoglycemia risk. The DISPEL-Advance (Dulaglutide vs Basal InSulin in Injection Naïve Patients with Type 2 Diabetes: Effectiveness in ReaL World) study compared glycemic outcomes, healthcare resource utilization, and costs in elderly patients with T2D who initiated treatment with dulaglutide versus those initiating treatment with basal insulin. METHODS This observational, retrospective cohort study used data from the Optum Research Database. Medicare Advantage patients (≥ 65 years) with T2D were assigned to dulaglutide or basal insulin cohorts based on pharmacy claims and propensity score matched on demographic and baseline characteristics. Change in HbA1c, 12-months follow-up HbA1c, and follow-up all-cause and diabetes-related healthcare resource utilization and costs were compared. RESULTS Propensity score matching yielded well-balanced cohorts with 1891 patients each (mean age: dulaglutide, 72.09 years; basal insulin, 72.56 years). The dulaglutide cohort had significantly greater mean HbA1c reduction from baseline to follow-up than basal insulin cohort (- 0.95% vs - 0.69%; p < 0.001). The dulaglutide cohort had significantly lower mean all-cause and diabetes-related medical costs (all-cause: $8306 vs $12,176; diabetes-related: $4681 vs $7582 respectively; p < 0.001) and lower mean all-cause total costs ($18,646 vs $20,972, respectively; p = 0.007) than basal insulin cohort. The dulaglutide cohort had significantly lower all-cause and diabetes-related total costs per 1% change in HbA1c than basal insulin cohort (all-cause: $19,729 vs $30,334; diabetes-related: $12,842 vs $17,288, respectively; p < 0.001). CONCLUSIONS Elderly patients with T2D initiating dulaglutide had greater HbA1c reduction, lower mean all-cause medical and total costs, lower diabetes-related medical costs, and lower total all-cause and diabetes-related costs per 1% change in HbA1c than patients initiating basal insulin. Future studies assessing medications that do not increase hypoglycemia risk could help inform therapeutic strategies in elderly patients.
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Frazer M, Swift C, Gronroos NN, Sargent A, Leszko M, Buysman E, Alvarez S, Dunn TJ, Noone J, Guevarra M. Real-World Hemoglobin A1c Changes, Prescribing Provider Types, and Medication Dose Among Patients with Type 2 Diabetes Mellitus Initiating Treatment with Oral Semaglutide. Adv Ther 2023; 40:5102-5114. [PMID: 37740832 PMCID: PMC10567941 DOI: 10.1007/s12325-023-02677-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 08/31/2023] [Indexed: 09/25/2023]
Abstract
INTRODUCTION Given the lack of real-world data on oral semaglutide use outside clinical trials, the purpose of this study was to describe dose, prescriber specialty, and change in hemoglobin A1c (HbA1c) after 6 months of oral semaglutide treatment for patients with type 2 diabetes mellitus (T2DM). METHODS This was a retrospective study among adult patients with T2DM with ≥ 1 claim for oral semaglutide between November 1, 2019`1-June 30, 2020. Patients had continuous health plan enrollment ≥ 12 months prior to (pre-index) and ≥ 6 months following (post-index) the date of the first oral semaglutide claim (index). Dose at initiation and specialty of the prescribing provider were captured. Change in HbA1c between the last post- and pre-index HbA1c measurement was calculated. Patients were stratified by pre-index HbA1c ≥ 9% (poorly controlled) and HbA1c < 9%. RESULTS A total of 744 HbA1c < 9% and 268 poorly controlled patients were included in the study. Most patients had an initial oral semaglutide dose of 7 mg (49.3%) or 3 mg (42.9%), prescribed most frequently by a primary care provider (27.8%). Mean HbA1c reduction was 0.8% (p < 0.001). Patients with poorly controlled T2DM had greater HbA1c reductions than patients with HbA1c < 9% (2.0% versus 0.4%, p < 0.001). Patients persistent with oral semaglutide (≥ 90 days continuous treatment) had a mean HbA1c reduction of 0.9% (p < 0.001); persistent patients with poorly controlled T2DM had a mean reduction of 2.5%. CONCLUSIONS Patients with T2DM in this study experienced significant reductions in HbA1c within 6 months following initiation of oral semaglutide. Patients with a higher starting HbA1c experienced greater HbA1c reductions. The initial dose of oral semaglutide was higher than prescribing instructions indicated for more than half of the study patients.
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Affiliation(s)
- Monica Frazer
- QualityMetric, Johnston, RI, USA
- Optum, 11000 Optum Circle, Eden Prairie, MN, 55344, USA
| | | | | | | | | | - Erin Buysman
- Optum, 11000 Optum Circle, Eden Prairie, MN, 55344, USA
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Yu C, Xian Y, Jing T, Bai M, Li X, Li J, Liang H, Yu G, Zhang Z. More patient-centered care, better healthcare: the association between patient-centered care and healthcare outcomes in inpatients. Front Public Health 2023; 11:1148277. [PMID: 37927879 PMCID: PMC10620693 DOI: 10.3389/fpubh.2023.1148277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 09/19/2023] [Indexed: 11/07/2023] Open
Abstract
Objective The objective of this study is to explore the association between patient-centered care (PCC) and inpatient healthcare outcomes, including self-reported physical and mental health status, subjective necessity of hospitalization, and physician-induced demand behaviors. Methods A cross-sectional survey was conducted to assess patient-centered care among inpatients in comprehensive hospitals through QR codes after discharge from September 2021 to December 2021 and had 5,222 respondents in Jiayuguan, Gansu. The questionnaire included a translated 6-item version of the PCC questionnaire, physician-induced behaviors, and patients' sociodemographic characteristics including gender, household registration, age, and income. Logistic regression analyses were conducted to assess whether PCC promoted self-reported health, the subjective necessity of hospitalization, and decreased physician-induced demand. The interactions between PCC and household registration were implemented to assess the effect of the difference between adequate and inadequate healthcare resources. Results PCC promoted the patient's self-reported physical (OR = 4.154, p < 0.001) and mental health (OR = 5.642, p < 0.001) and subjective necessity of hospitalization (OR = 6.160, p < 0.001). Meanwhile, PCC reduced physician-induced demand in advising to buy medicines outside (OR = 0.415, p < 0.001), paying at the outpatient clinic (OR =0.349, p < 0.001), issuing unnecessary or repeated prescriptions and medical tests (OR = 0.320, p < 0.001), and requiring discharge and readmitting (OR = 0.389, p < 0.001). Conclusion By improving health outcomes for inpatients and reducing the risk of physician-induced demand, PCC can benefit both patients and health insurance systems. Therefore, PCC should be implemented in healthcare settings.
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Affiliation(s)
- Chenhao Yu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yun Xian
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tiantian Jing
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Mayangzong Bai
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xueyuan Li
- Health Commission of Shanghai Huangpu, Shanghai, China
| | - Jiahui Li
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Huigang Liang
- Department of Business and Information Technology, Fogelman College of Business and Economics, University of Memphis, Memphis, TN, United States
| | - Guangjun Yu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong, China
| | - Zhiruo Zhang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Kan H, Bae JP, Dunn JP, Buysman EK, Gronroos NN, Swindle JP, Bengtson LG, Ahmad N. Real-world primary nonadherence to antiobesity medications. J Manag Care Spec Pharm 2023; 29:1099-1108. [PMID: 37594848 PMCID: PMC10586463 DOI: 10.18553/jmcp.2023.23083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2023]
Abstract
BACKGROUND: Primary nonadherence (PNA), when a medication is newly prescribed but not filled, has been identified as a major research gap potentially impacting the optimal treatment of patients with overweight and obesity who are newly prescribed antiobesity medications (AOMs). OBJECTIVES: To assess PNA among patients with newly prescribed AOMs and to examine factors associated with PNA to AOMs. METHODS: This was a retrospective study that used the Optum Integrated Clinical plus Claims database to identify individuals who had at least 1 prescription order for an AOM the US Food and Drug Administration approved for long-term use. Individuals with prescription orders between January 1, 2012, and February 28, 2019, were identified, and patient demographics, clinical characteristics, medication prescribed, baseline health care utilization, and obesity-related complications were described by PNA status. PNA was defined as no pharmacy claim for the AOM within 60 days of the date of the new prescription order as identified in electronic health record data. A multivariable logistic regression model was used to examine factors associated with PNA. RESULTS: The study sample included a total of 1,563 patients. The mean body mass index was 38.4 kg/m2; 10.7% were prescribed liraglutide 3.0 mg, 26.0% were prescribed lorcaserin, 36.3% of patients were prescribed naltrexone-bupropion, 5.4% were prescribed orlistat, and 21.6% were prescribed phentermine-topiramate. Most patients (91.1%) exhibited PNA, with only 8.9% filling their newly prescribed AOM within 60 days. Both the adherent and nonadherent groups were predominately female sex, White, and covered by commercial insurance. The mean age was similar between the 2 groups. Most obesity-related complications were less prevalent in the adherent group, although the Charlson comorbidity index score was similar between the 2 groups. After adjustment for patient demographics and clinical characteristics, there was not a statistically significant association between the specific AOM and PNA (P = 0.299). Patients with depression or living in the Midwest or South regions were at significantly increased risk of PNA. CONCLUSIONS: The rate of PNA to AOMs was very high, suggesting barriers in effective medical management of patients with overweight and obesity. Future research is warranted to understand reasons for PNA to AOMs and how to address these barriers. DISCLOSURES: Dr Kan, Dr Bae, Dr Dunn, and Dr Ahmad are employees of Eli Lilly and Company. Ms Buysman and Dr Gronroos are employees of Optum. Dr Swindle was an employee of Optum at the time the study was conducted and is currently employed at Evidera. Dr Bengtson is employed at Boehringer Ingelheim Pharmaceuticals, Inc. (Boehringer Ingelheim has no connection to this study), and during the conduct of this study was employed at Optum.
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Bell CF, Ajmera M, Meyers J. Retrospective Analysis of the Burden of Illness of Eosinophilic Granulomatosis With Polyangiitis (EGPA) Versus Asthma in Commercially Insured US Patients. Cureus 2023; 15:e42241. [PMID: 37605658 PMCID: PMC10440019 DOI: 10.7759/cureus.42241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/16/2023] [Indexed: 08/23/2023] Open
Abstract
Background and aim Eosinophilic granulomatosis with polyangiitis (EGPA) is a rare inflammatory disorder associated with the presence of blood and tissue eosinophilia, extravascular granulomas, and asthma. Currently, the burden of EGPA on the patient and the healthcare system is not well characterized. This study aimed to assess the real-world clinical and economic burden of disease in adult patients with EGPA compared with matched patients with asthma without EGPA. Methods This retrospective cohort study used medical, pharmacy, enrolment, and demographic data from a US administrative claims database (PharMetrics Plus). Patients ≥18 years old, with ≥six months of continuous health plan enrolment in the baseline period, and ≥12 months of continuous health plan enrolment in the follow-up period were eligible for this analysis. Patients with EGPA and patients with asthma without EGPA were identified using diagnosis codes and were subsequently matched 1:5 (e.g., one patient with EGPA matched with five patients with asthma, without EGPA) based on baseline characteristics. The primary outcome measure was all-cause healthcare costs; secondary outcomes included healthcare resource utilization, medication usage, and clinical characteristics. Results In the final matched cohorts, there were 7183 patients with EGPA and 35,915 patients with asthma without EGPA. During the follow-up period, mean total all-cause healthcare costs were significantly higher in patients with EGPA than in those with asthma without EGPA (mean {standard deviation}: $44,405 {$82,060} vs $24,487 {$54,691}; p<0.0001). Patients with EGPA had mean total all-cause healthcare costs that were 73.9% greater than those in patients with asthma without EGPA, even after applying a multivariable analysis to adjust for differences in demographic and clinical characteristics. Medication usage was consistently higher in the EGPA population than in the asthma population (excepting short-acting β2-agonists). The majority of patients in the EGPA population (83.1%) also experienced ≥one relapse during the study period, with 26.3% of patients in the EGPA population experiencing a major relapse. Conclusions There is a significantly greater economic and clinical burden associated with EGPA compared with asthma without EGPA in adults. These results underscore the unmet need in this patient population for improved disease control strategies that will reduce the burden of EGPA on patients and the healthcare system.
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Frazer M, Rashid N, Bunner S, Skoog B, Abler V. Burden of Illness Among Patients with Psychosis due to Dementia with Lewy Bodies and Other Dementias. Am J Alzheimers Dis Other Demen 2023; 38:15333175231163521. [PMID: 36893766 PMCID: PMC10578523 DOI: 10.1177/15333175231163521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Limited research is available on the real-world experiences of patients with dementia with Lewy bodies (DLB). This study evaluated clinical events, healthcare utilization, and healthcare costs of patients with DLB vs other dementia types with psychosis (ODP). Study patients included commercial and Medicare Advantage with Part D enrollees aged ≥40 years with evidence of DLB and ODP from 6/01/2015‒5/31/2019. Compared with patients with ODP, more patients with DLB had clinical events including anticholinergic effects, neurologic effects, and cognitive decline. Patients with DLB used more healthcare resources with greater dementia-related office and outpatient visits and psychosis-related inpatient stays and office, outpatient, and emergency visits compared with their ODP patient counterparts. Patients with DLB also incurred higher healthcare costs for all-cause and dementia-related office visits and pharmacy fills, and psychosis-related total costs. Understanding the clinical and economic impact of DLB and ODP is important to improve care for patients with dementia.
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Affiliation(s)
| | | | | | - Ben Skoog
- Acadia Pharmaceuticals, San Diego, CA, USA
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Honda Y, Nakamura M, Aoki T, Ojima T. Multimorbidity patterns and the relation to self-rated health among older Japanese people: a nationwide cross-sectional study. BMJ Open 2022; 12:e063729. [PMID: 36538382 PMCID: PMC9438194 DOI: 10.1136/bmjopen-2022-063729] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES Classifying individuals into multimorbidity patterns can be useful to identify the target population with poorer clinical outcomes. Self-rated health (SRH) is one of the core outcomes in multimorbidity patients. Although studies have reported that multimorbidity is associated with poor SRH, whether certain patterns have stronger associations remains unknown. Therefore, this study aimed to identify the prevalence and patterns of multimorbidity and investigate the association between multimorbidity patterns and SRH in an older Japanese population. DESIGN Cross-sectional study. SETTING Data were obtained from the 2013 Comprehensive Survey of Living Conditions, a nationally representative survey of the general Japanese population. PARTICIPANTS This study mainly examined 23 730 participants aged ≥65 years who were not hospitalised or institutionalised. PRIMARY OUTCOME MEASURE Poor SRH was defined as choosing 'not very good' or 'bad' from five options: 'excellent', 'fairly good', 'average', 'not very good' and 'bad'. RESULTS The prevalence of multimorbidity was 40.9% and that of poor SRH was 23.8%. Three multimorbidity patterns were identified by exploratory factor analysis: (1) degenerative/mental health, (3) malignant/digestive/urological/haematological and (3) cardiovascular/metabolic. Multivariable modified Poisson regression analysis revealed that high malignant/digestive/urological/haematological, degenerative/mental health and cardiovascular/metabolic pattern scores, corresponding to the number of affected body systems in each pattern, were significantly associated with poor SRH (adjusted risk ratio (aRR)=1.68, 95% CI: 1.60 to 1.76; aRR=1.63, 95% CI: 1.58 to 1.69; and aRR=1.31, 95% CI: 1.26 to 1.36, respectively). When including the Kessler 6 score, a screening scale for psychological distress, in the analysis, the association between each multimorbidity pattern score and poor SRH decreased. CONCLUSIONS Malignant/digestive/urological/haematological and degenerative/mental health patterns may be associated with a high risk for poor SRH. Further research should focus on interventions to improve SRH in multimorbidity patients.
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Affiliation(s)
- Yuki Honda
- Department of Community Health and Preventive Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
- Department of General Internal Medicine, Seirei Hamamatsu General Hospital, Hamamatsu, Japan
| | - Mieko Nakamura
- Department of Community Health and Preventive Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Takuya Aoki
- Division of Clinical Epidemiology, Research Center for Medical Sciences, The Jikei University School of Medicine, Minato-ku, Japan
| | - Toshiyuki Ojima
- Department of Community Health and Preventive Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
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Lal LS, Aly A, Le LB, Peckous S, Seal B, Teitelbaum A. Healthcare costs related to adverse events in hepatocellular carcinoma treatment: A retrospective observational claims study. Cancer Rep (Hoboken) 2022; 5:e1504. [PMID: 34494389 PMCID: PMC9124510 DOI: 10.1002/cnr2.1504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 05/04/2021] [Accepted: 06/17/2021] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is an aggressive form of liver cancer with increasing incidence and mortality worldwide. For metastatic disease, systemic treatment is recommended. In addition to tumor characteristics, adverse events (AEs) may influence regimen choice. AIM To analyze healthcare burden among patients with advanced HCC, by treatment type and AEs observed. METHODS Included were adult commercial and Medicare Advantage enrollees with ≥2 non-diagnostic claims coded for HCC (the first setting the index date); ≥1 claim for systemic treatment of advanced/metastatic HCC; and continuous enrollment for a 6-month pre-index baseline period to ≥1 month post-index (follow-up). Patients were excluded by lack of systemic treatment; incomplete demographic information; pregnancy, liver transplant, other cancers during baseline or clinical trial participation. We describe patient characteristics, common AEs, overall survival, and healthcare burden in 2017 USD up to 12 months after initiation of tyrosine kinase inhibitor (TKI) monotherapy; immune checkpoint inhibitor (ICI) monotherapy; or FOLFOX combination therapy. RESULTS The analytic sample consisted of 322 patients (median age 65.8 years, 76% male) who had 12 months' (unless death occurred prior) available follow-up, with median follow-up of 9 months. Among these, 241 (75%) had TKI monotherapy, 23 (7%) had ICI monotherapy, and 58 had FOLFOX (18%) first-line treatment. Overall, patients had a high burden of AEs (mean 3.2), with the most prevalent being pain (75%), infection (39%), ascites (34%), and bleeding (29%). After adjusting for covariates, infection ($50 374), fever ($47 443), and diarrhea ($29 912) imposed the highest incremental annual costs versus patients without the AE. Up to 90% of costs were attributable to inpatient admissions, with 56% to 60% involving intensive care. Median 1-year survival was 32%. CONCLUSIONS This real-world study demonstrated AE burden in alignment with previous clinical studies. Regardless of regimen used, AEs are associated with substantial healthcare costs due to inpatient care.
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Affiliation(s)
- Lincy S. Lal
- Health Economics and Outcomes ResearchOptumEden PrairieMinnesotaUSA
| | - Abdalla Aly
- US Medical AffairsAstraZenecaGaithersburgMarylandUSA
| | - Lisa B. Le
- Health Economics and Outcomes ResearchOptumEden PrairieMinnesotaUSA
| | - Susan Peckous
- Health Economics and Outcomes ResearchOptumEden PrairieMinnesotaUSA
| | - Brian Seal
- US Medical AffairsAstraZenecaGaithersburgMarylandUSA
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Chiorean MV, Allegretti JR, Sharma PP, Chastek B, Salese L, Bell EJ, Peterson-Brandt J, Cappelleri JC, Guo X, Khan N. Real-world characteristics, treatment experiences and corticosteroid utilisation of patients treated with tofacitinib for moderate to severe ulcerative colitis. BMC Gastroenterol 2022; 22:177. [PMID: 35397501 PMCID: PMC8994921 DOI: 10.1186/s12876-022-02215-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 03/08/2022] [Indexed: 12/22/2022] Open
Abstract
Background Tofacitinib is an oral, small molecule JAK inhibitor for the treatment of UC. We aimed to describe the real-world treatment experience and corticosteroid utilisation of patients treated with tofacitinib in a US claims database. Methods Patients with a UC diagnosis who initiated tofacitinib, vedolizumab or tumour necrosis factor inhibitor (TNFi) treatment between May 2018 and July 2019 were identified from the Optum Research Database. Demographic and clinical characteristics of patients who initiated tofacitinib, vedolizumab or TNFi were described. Oral corticosteroid use prior to and following tofacitinib initiation was evaluated. Tofacitinib adherence (proportion of days covered) and continuation was assessed for 6 months following initiation. Analyses were descriptive and stratified by prior biologic use (naïve, 1 or ≥ 2; minimum of 12 months prior to tofacitinib initiation). Results Among patients initiating tofacitinib (N = 225), mean age was 45.6 (SD 16.5) years and 50.2% were female. Of these, 43 (19.1%) patients were biologic-naïve and 182 (80.9%) had prior biologic use (92 [40.9%], 1 prior biologic; 90 [40.0%], ≥ 2 prior biologics). Among patients with 1 prior biologic, 82.6% were previously treated with a TNFi. Among patients with ≥ 2 prior biologics, 54.4% were previously treated with vedolizumab and a TNFi, 16.7% with two TNFi and 28.9% with ≥ 3 prior biologics. In the 6 months prior to tofacitinib initiation, 65.8% of patients had received oral corticosteroids (74.4%, 60.9% and 66.7% for biologic-naïve, 1 and ≥ 2 prior biologics, respectively). The proportion of patients with ongoing oral corticosteroid use 3–6 months after tofacitinib initiation decreased to 13.3% (9.3%, 18.5% and 10.0% for biologic-naïve, 1 and ≥ 2 prior biologics, respectively), and 19.6% of patients discontinued oral corticosteroid use during the 6 months after tofacitinib initiation. Overall, tofacitinib adherence, as determined by the mean proportion of days covered during the 6-month follow-up, was 0.7 (median 0.8). During the 6-month follow-up, 84.9% of patients continued tofacitinib. Conclusions Among patients with UC initiating tofacitinib, the majority had prior biologic use. Tofacitinib adherence was high, discontinuation was low and oral corticosteroid utilisation decreased irrespective of prior biologic use. Further research with longer follow-up and a larger sample size is required. Supplementary Information The online version contains supplementary material available at 10.1186/s12876-022-02215-y.
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15
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Nicolaus S, Crelier B, Donzé JD, Aubert CE. Definition of patient complexity in adults: A narrative review. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2022; 12:26335565221081288. [PMID: 35586038 PMCID: PMC9106317 DOI: 10.1177/26335565221081288] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 01/31/2022] [Indexed: 11/17/2022]
Abstract
Background Better identification of complex patients could help to improve their care. However, the definition of patient complexity itself is far from obvious. We conducted a narrative review to identify, describe, and synthesize the definitions of patient complexity used in the last 25 years. Methods We searched PubMed for articles published in English between January 1995 and September 2020, defining patient complexity. We extended the search to the references of the included articles. We assessed the domains presented in the definitions, and classified the definitions as based on (1) medical aspects (e.g., number of conditions) or (2) medical and/or non-medical aspects (e.g., socio-economic status). We assessed whether the definition was based on a tool (e.g., index) or conceptual model. Results Among 83 articles, there was marked heterogeneity in the patient complexity definitions. Domains contributing to complexity included health, demographics, behavior, socio-economic factors, healthcare system, medical decision-making, and environment. Patient complexity was defined according to medical aspects in 30 (36.1%) articles, and to medical and/or non-medical aspects in 53 (63.9%) articles. A tool was used in 36 (43.4%) articles, and a conceptual model in seven (8.4%) articles. Conclusion A consensus concerning the definition of patient complexity was lacking. Most definitions incorporated non-medical factors in the definition, underlining the importance of accounting not only for medical but also for non-medical aspects, as well as for their interrelationship.
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Affiliation(s)
- Stefanie Nicolaus
- Department of General Internal Medicine, Biel Hospital, Biel, Switzerland
| | - Baptiste Crelier
- Department of General Internal Medicine, Bern University Hospital, Inselspital, University of Bern, Inselspital, Bern, Switzerland
| | - Jacques D Donzé
- Department of Medicine, Neuchâtel Hospital Network, Neuchâtel, Switzerland
- Division of General Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Division of Internal Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Carole E Aubert
- Department of General Internal Medicine, Bern University Hospital, Inselspital, University of Bern, Inselspital, Bern, Switzerland
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
- Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
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16
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Frazer M, Abler V, Halpern R, Skoog B, Rashid N. Burden of illness among patients with dementia-related psychosis. J Manag Care Spec Pharm 2021; 27:367-378. [PMID: 33645238 PMCID: PMC10391020 DOI: 10.18553/jmcp.2021.27.3.367] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: More than 5.6 million Americans suffer from dementia, and that number is expected to double by 2060. This comes at a considerable burden to the health care system with costs estimated at $157-$215 billion in 2010. Depending on dementia type and disease progression, approximately 20%-70% of patients experience dementia-related psychosis (DRP), characterized by hallucinations and/or delusions resulting in worse clinical outcomes and greater caregiver burden compared with patients without DRP. OBJECTIVE: To compare real-world clinical events, health care resource utilization (HCRU), and health care costs among matched cohorts of DRP versus dementia-only patients. METHODS: This retrospective database analysis examined commercial and Medicare Advantage with Part D enrollees aged ≥ 40 years with evidence of DRP and dementia from January 1, 2010, through March 31, 2017. The first observed indicator of psychosis (≥ 2 diagnoses and/or antipsychotic pharmacy fills) co-occurring with or following evidence of dementia (≥ 2 diagnoses and/or dementia medication pharmacy fills) was the index date among patients with DRP. DRP patients were propensity score matched 1:1 to patients with dementia only based on demographics, comorbidities, dementia type, dementia severity, and pre-index all-cause HCRU. Continuous health plan enrollment ≥ 12 months before evidence of dementia through the index date and ≥ 12 months following the index date was required. Outcomes included clinical events, HCRU, and health care costs. RESULTS: A significantly higher percentage of DRP patients had ≥1 diagnosis for behavioral health conditions in the pre-index period compared with dementia-only patients (depression: 32.4% vs. 22.8%; anxiety: 19.1% vs. 11.5%; and insomnia: 9.0% vs. 6.3%; P < 0.001 for all comparisons). Diagnoses of post-index clinical events were significantly more likely among DRP patients compared with dementia-only patients including falls/fractures (28.3% vs. 14.1%), neurologic effects (17.7% vs. 12.9%), sedation (15.0% vs. 2.4%), cardiovascular effects (7.0% vs. 4.1%), and extrapyramidal reactions (3.2% vs. 1.7%; P < 0.001 for all comparisons). Higher percentages of DRP patients had an all-cause outpatient visit (80.2% vs. 68.9%), emergency visit (65.0% vs. 36.6%), or inpatient stay (47.2% vs. 20.0%) during the post-index period (P < 0.001 for all comparisons). The proportions of DRP patients with a post-index dementia-related office visit, outpatient visit, emergency visit, or inpatient stay was 48%, 147%, 339%, and 286% higher, respectively, compared with patients with dementia only. Compared with patients with dementia only, patients with DRP had significantly higher mean total post-index all-cause costs ($21,657 vs. $12,026; P < 0.001) and dementia-related costs ($11,852 vs. $3,013; P < 0.001). CONCLUSIONS: Patients with DRP were more likely to have diagnoses for behavioral health conditions, experience clinical events, and have higher mean all-cause and dementia-related HCRU and costs compared with patients with dementia only. These results reflect the unmet need of patients with DRP and an urgency for new treatment options to reduce substantial clinical and economic burden in this population. DISCLOSURES: This study was funded by Acadia Pharmaceuticals, which participated in the study design, interpretation of study results, and critical review of the manuscript. Abler, Skoog, and Rashid were employees of Acadia Pharmaceuticals at the time this study was conducted. Frazer and Halpern were employees of Optum at the time this study was conducted and were funded by Acadia Pharmaceuticals to conduct the study.
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Affiliation(s)
| | | | | | - Ben Skoog
- Acadia Pharmaceuticals, San Diego, CA
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17
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Byfield SD, Wei H, DuCharme M, Lancaster JM. Economic impact of multigene panel testing for hereditary breast and ovarian cancer. J Comp Eff Res 2021; 10:207-217. [PMID: 33491479 DOI: 10.2217/cer-2020-0192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Aim: Healthcare utilization and costs were compared following 25-gene panel (panel) or single syndrome (SS) testing for hereditary breast and ovarian cancer. Materials & methods: Retrospective cohort study of patients unaffected by cancer with panel (n = 6359) or SS (n = 4681) testing for hereditary breast and ovarian cancer (01 January 2014 to 31 December 2016). Groups were determined by test type and result (positive, negative, variant of uncertain significance [VUS]). Results: There were no differences in total unadjusted healthcare costs between the panel (US$14,425) and SS (US$14,384) groups (p = 0.942). Among VUS patients in the panel and SS groups, mean all-cause costs were US$14,404 versus US$20,607 (p = 0.361) and mean risk-reduction/early detection-specific costs were US$718 versus US$679 (p = 0.890), respectively. Adjusted medical costs were not significantly different between panel and SS cohorts. Conclusion: Healthcare utilization and costs were comparable between the SS and panel tests overall and for patients with VUS.
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Affiliation(s)
| | - Helen Wei
- Myriad Genetics Laboratories, Salt Lake City, UT 84108, USA
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Schuttner L, Wong ES, Rosland AM, Nelson K, Reddy A. Association of the Patient-Centered Medical Home Implementation with Chronic Disease Quality in Patients with Multimorbidity. J Gen Intern Med 2020; 35:2932-2938. [PMID: 32767035 PMCID: PMC7572962 DOI: 10.1007/s11606-020-06076-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 07/17/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND The patient-centered medical home (PCMH) was established in part to improve chronic disease management, yet evidence is limited for effects on patients with multimorbidity. OBJECTIVE To examine the association of Patient-Aligned Care Team (PACT) implementation, the Veterans Health Administration (VA) PCMH model, and care quality for multimorbid patients enrolled in VA primary care from 2012 to 2014. DESIGN Retrospective cohort. PATIENTS 318,764 multimorbid (> 3 chronic diseases) patients receiving care in 917 clinics. MAIN MEASURES PCMH implementation was measured using the PACT Implementation Progress Index (PI2) for clinics in 2012. The PI2 is a validated composite measure of administrative and survey data with higher scores associated with greater care quality. Quality outcomes from 2013 to 2014 were assessed from External Peer Review Program (EPRP) metrics. Outcomes included preventative care, chronic disease management, and mental health and substance use metrics. We used generalized estimating equations to model associations adjusting for patient and clinic characteristics. We also examined associations for a subgroup with > 5 chronic diseases. KEY RESULTS For one-third of metrics (5/15), greater implementation of PACT in 2012 was associated with higher predicted probability of meeting the quality metric in 2013-2014. This association persisted for only two metrics (diabetic glycemic control, P < 0.001; lipid control in ischemic heart disease, P = 0.02) among patients with > 5 chronic diseases. CONCLUSIONS Multimorbid patients engaged in care from clinics with higher PCMH implementation received higher quality care across several quality domains, but this association was reduced in patients with > 5 chronic diseases.
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Affiliation(s)
- Linnaea Schuttner
- Health Services Research & Development, VA Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, USA. .,Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA.
| | - Edwin S Wong
- Health Services Research & Development, VA Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, USA.,Department of Health Services, University of Washington School of Public Health, Seattle, WA, USA
| | - Ann-Marie Rosland
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Health Care System, Pittsburgh, PA, USA.,Department of Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Karin Nelson
- Health Services Research & Development, VA Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, USA.,Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Ashok Reddy
- Health Services Research & Development, VA Puget Sound Health Care System, 1660 South Columbian Way, Seattle, WA, 98108, USA.,Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
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Moridzadeh RS, Sanaiha Y, Madrigal J, Antonios J, Benharash P, Baril DT. Nationwide comparison of the medical complexity of patients by surgical specialty. J Vasc Surg 2020; 73:683-688.e2. [PMID: 32645419 DOI: 10.1016/j.jvs.2020.05.072] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 05/24/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Intuitively, the chronic disease burden of surgical patients varies considerably by surgical specialty, although sparse evidence in the literature supports this notion. We sought to characterize the medical complexity of surgical patients by surgical specialty and to quantify the association between medical complexity and outcomes. METHODS The National Inpatient Sample, an all-payer inpatient database representative of 97% of all U.S. hospitalizations, was used to identify adults undergoing surgery between 2005 and 2014. The most commonly performed operations that constituted 80% of each surgical specialty's practice were abstracted. The previously validated Elixhauser Comorbidity Index (ECI) was calculated per year by surgical specialty as a measure of medical complexity. Outcomes and resource utilization were assessed by comparing mortality rate, length of stay, and cost. RESULTS An estimated 53,232,144 patients underwent operations in one of nine surgical specialty categories. Surgical specialties were ranked by ECI, with cardiac surgery (3.56), vascular surgery (3.49), and thoracic surgery (2.86) having the highest mean ECI (all P values <.0001 compared with vascular surgery). Whereas the high ECI scores in cardiac surgery were driven by arrhythmias and hypertension, vascular patients had a more uniform distribution of comorbidities. The average ECI for all surgical patients increased during the study period from 2.03 in 2005 to 2.65 in 2014 (P < .001), with a similar trend for all specialties considered. Unlike the two specialties with the lowest burden of comorbidities (orthopedic surgery and endocrine surgery), cardiac surgery and vascular surgery exhibited significantly higher inpatient mortality, LOS, and costs. CONCLUSIONS Although all surgical patients have exhibited an increase in comorbidities during the past decade, candidates for cardiac and vascular operations appear to carry the largest burden of chronic conditions. Despite caring for patients with the highest burden of comorbidities for emergent operations, vascular surgery did not have the highest mortality, inpatient costs, or length of stay compared with some of the other specialties. The intensity of care and assumed risk in treating medically complex vascular patients should be taken into consideration in deciding health policy, reimbursement, and hospital resource allocation.
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Affiliation(s)
- Rameen S Moridzadeh
- Division of Vascular and Endovascular Surgery, University of California, Los Angeles, Los Angeles, Calif
| | - Yas Sanaiha
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, Los Angeles, Calif
| | - Josef Madrigal
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, Los Angeles, Calif
| | - James Antonios
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, Los Angeles, Calif
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California, Los Angeles, Los Angeles, Calif
| | - Donald T Baril
- Division of Vascular and Endovascular Surgery, University of California, Los Angeles, Los Angeles, Calif.
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Corrao S, Natoli G, Nobili A, Mannucci PM, Pietrangelo A, Perticone F, Argano C. Comorbidity does not mean clinical complexity: evidence from the RePoSI register. Intern Emerg Med 2020; 15:621-628. [PMID: 31650434 DOI: 10.1007/s11739-019-02211-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 10/09/2019] [Indexed: 11/28/2022]
Abstract
In the last 2-3 decades internists have confronted dramatic changes in the pattern of patients acutely admitted to hospital wards. Internists observed a shift from younger subjects affected by a single organ disease to more complex patients, usually older, with multiple chronic conditions, attended by different specialists, with poor integration and treated with multiple drugs. In this regard, the concept of complex patients is addressed daily in clinical practice even if there is no agreed definition of patient complexity. To try to evaluate clinical complexity different instruments have been proposed. Among these, the number of comorbidities (NoC) was considered a marker of clinical complexity. However, this instrument would not give information about the clinical relevance of each condition. On the contrary, cumulative illness rating scale (CIRS) addresses the problem calculating both CIRS severity index (CIRS-SI) and CIRS comorbidity index (CIRS-CI). In light of this, 4714 patients from the RePoSI register were retrospectively analyzed to show if CIRS assessment of comorbidity burden is different from the simple count of comorbidities in predicting the length of hospital stay (LOS) and all-cause of mortality in hospitalized elderly patients and if NoC could be a valid tool to measure patient's complexity. CIRS-SI resulted the best predictor of all-cause in-hospital mortality [OR: 2.66 (1.88-3.77)] in comparison with NoC that did not result statistically significant (p = 0.551). CIRS-SI was also the best predictor of all-cause of post-discharge mortality corrected for age and sex [OR: 2.12 (1.53-2.95)]. CIRS-SI (coefficient ± standard error: 1.23 ± 0.59; p < 0.0381) and CIRS-CI (coefficient ± standard error: 0.27 ± 0.10; p < 0.011) were strong predictors of LOS in comparison with NoC that did not result statistically significant (coefficient ± standard error: 0.04 ± 0.06 p < 0.0561). In conclusion, CIRS assessment of comorbidity burden is a better clinical tool in comparison with the simple count of comorbidities especially considering the length of hospital stay and all-cause mortality in hospitalized elderly patients.
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Affiliation(s)
- Salvatore Corrao
- Dipartimento di Promozione della Salute, Materno Infantile, Medicina Interna e Specialistica di Eccellenza "G. D'Alessandro", PROMISE, University of Palermo, 90133, Palermo, Italy.
- Department of Internal Medicine, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, 90127, Palermo, Italy.
| | - Giuseppe Natoli
- Department of Organizational, Clinical, and Translational Research, I.E.ME.S.T., 90139, Palermo, Italy
| | - Alessandro Nobili
- Department of Neuroscience, IRCCS, Istituto Di Ricerche Farmacologiche Mario Negri, 20156, Milan, Italy
| | | | - Antonello Pietrangelo
- Department of Internal Medicine II, Center for Hemochromatosis, University of Modena and Reggio Emilia Policlinico, 41100, Modena, Italy
| | - Francesco Perticone
- Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, 88100, Catanzaro, Italy
| | - Christiano Argano
- Department of Internal Medicine, National Relevance and High Specialization Hospital Trust ARNAS Civico, Di Cristina, Benfratelli, 90127, Palermo, Italy
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Gordon SC, Kachru N, Parker E, Korrer S, Ozbay AB, Wong RJ. Health Care Use and Costs Among Patients With Nonalcoholic Steatohepatitis With Advanced Fibrosis Using the Fibrosis-4 Score. Hepatol Commun 2020; 4:998-1011. [PMID: 32626832 PMCID: PMC7327220 DOI: 10.1002/hep4.1524] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 04/09/2020] [Accepted: 04/13/2020] [Indexed: 12/23/2022] Open
Abstract
Limited evidence exists on the clinical and economic burden of advanced fibrosis in patients with nonalcoholic fatty liver disease/nonalcoholic steatohepatitis (NAFLD/NASH) due to the invasiveness of liver biopsies for accurately staging liver disease. The fibrosis‐4 (FIB‐4) score allows for noninvasive assessment of liver fibrosis by using clinical and laboratory data alone. This study aimed to characterize the comorbidity burden, health care resource use (HCRU), and costs among patients with NAFLD/NASH with FIB‐4‐defined F3 (bridging fibrosis) and F4 (compensated cirrhosis) fibrosis. Using the Optum Research Database, a retrospective cohort study was conducted among 251,725 commercially insured adult patients with ≥1 NAFLD/NASH diagnosis from January 1, 2008, to August 31, 2016, and laboratory data required to calculate FIB‐4 scores. Five criteria using varying FIB‐4 score cutoffs were identified based on expert clinical opinion and published literature. Date of the first valid FIB‐4 score marked the index date. Mean annual HCRU and costs were calculated during the pre‐index and post‐index periods. The prevalence of FIB‐4‐based F3 and F4 fibrosis was 0.40%‐2.72% and 1.03%‐1.61%, respectively. Almost 50% of patients identified with FIB‐4‐based F3 or F4 had type 2 diabetes, cardiovascular disease, or renal impairment. Total all‐cause health care costs increased significantly from pre‐index to post‐index for patients with FIB‐4‐based F3 fibrosis across most criteria (17%‐29% increase) and patients with FIB‐4‐based F4 fibrosis across all criteria (47%‐48% increase). Inpatient costs were the primary drivers of this increment. Conclusion: Significant increases in HCRU and costs were observed following FIB‐4‐based identification of F3 and F4 fibrosis among U.S. adults with NAFLD/NASH. These data suggest the importance of early identification and management of NAFLD/NASH that may halt or reduce the risk of disease progression and limit the underlying burden.
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Affiliation(s)
- Stuart C Gordon
- Department of Gastroenterology and Hepatology Henry Ford Hospital Wayne State University School of Medicine Detroit MI
| | - Nandita Kachru
- Gilead Sciences Health Economics Outcomes Research Foster City CA
| | | | | | - A Burak Ozbay
- Gilead Sciences Health Economics Outcomes Research Foster City CA
| | - Robert J Wong
- Division of Gastroenterology and Hepatology Alameda Health System, Highland Hospital Oakland CA
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Studer S, Hull M, Pruett J, Elliott C, Tsang Y, Drake W. Retrospective Database Analysis of Treatment Patterns Among Patients with Pulmonary Arterial Hypertension. Pulm Ther 2020; 6:79-92. [PMID: 32048240 PMCID: PMC7229082 DOI: 10.1007/s41030-019-00106-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Indexed: 11/01/2022] Open
Abstract
INTRODUCTION Release of the 2015 European Society of Cardiology (ESC)/European Respiratory Society (ERS) guidelines put increased emphasis on using combination therapy, either as upfront or sequential therapy among patients with pulmonary arterial hypertension (PAH). However, with these recommendations and the therapy advances made in the last several years, little is known on the real-world treatment patterns among patients with PAH, particularly before and after publication of the 2015 ESC/ERS guidelines. METHODS This was a retrospective study of adult commercial and Medicare Advantage with Part D (MAPD) enrollees with at least one claim for a PAH-related medication from January 01, 2012 to March 31, 2017, at least one medical claim with a pulmonary hypertension diagnosis, and continuous health plan enrollment at least 6 months prior to and at least 12 months following the date of the first pharmacy claim for PAH-related therapy (index date). Patients were divided into cohorts based on prescription of monotherapy or combination therapy and index date category (2012-2013, January 2014-July 2015, and August 2015-March 2017). RESULTS Out of 1878 patients, 90.8% initiated with monotherapy and 9.2% initiated with combination therapy. The percentage of patients with index combination therapy increased from 5.7% in 2012-2013 to 13.0% in August 2015-March 2017. Patients with index combination therapy had better persistence (11.6 months versus 10.3 months) and adherence (0.95 versus 0.85). Overall, the discontinuation rate was 40% and was higher in monotherapy versus combination therapy patients (42.8% versus 12.2%). Approximately 30.2% of patients had a second regimen, of which 50% were combination regimens. The time to combination therapy initiation decreased from 10.5 months in 2012-2013 to 3.4 months in August 2015-March 2017. CONCLUSIONS The majority of patients initiated monotherapy treatment for PAH, most often a phosphodiesterase 5 inhibitor (PDE5i). Patients with upfront combination therapy increased following publication of the 2015 ESC/ERS guidelines, indicating that physicians responded to the guideline's option of prescribing upfront combination therapy.
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Affiliation(s)
- Sean Studer
- NYC Health + Hospitals/Kings County, New York, NY, USA
| | | | - Janis Pruett
- Actelion Pharmaceuticals US, Inc, South San Francisco, CA, USA
| | | | - Yuen Tsang
- Actelion Pharmaceuticals US, Inc, South San Francisco, CA, USA
| | - William Drake
- Actelion Pharmaceuticals US, Inc, South San Francisco, CA, USA
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Mao J, Johnson MP, McPheeters JT, Prajapati G, Beyer AP. Healthcare resource utilization and costs in patients with HIV-1 who switched first-line antiretroviral therapy. Curr Med Res Opin 2019; 35:1945-1953. [PMID: 31311342 DOI: 10.1080/03007995.2019.1644850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Objectives: This study compared healthcare utilization and costs associated with switching the first-line protease inhibitor (PI) or non-nucleoside reverse transcriptase inhibitor (NNRTI) based antiretroviral (ARV) regimen due to reasons other than virologic failure among patients with HIV-1. Methods: This was a retrospective analysis of commercial and Medicare Advantage with Part D enrollees in two US administrative claims databases. The study population comprised adults with HIV-1 infection initiating antiretroviral therapy (ART) on PI- or NNRTI-containing regimens from 1 January 2006 to 31 December 2015. Patients with a subsequent change in anchor agent were assigned to the switch cohort; the non-switch cohort was constructed using propensity score matching of three non-switching patients for each patient in the switch cohort. Patient characteristics and per patient per month healthcare resource utilization and costs were compared between the cohorts during the pre-switch, switch (15 days before and after switching) and post-switch periods. Costs during the switch period were also estimated with a multivariable-adjusted model. Results: The matched study population consisted of 1204 patients who switched their first-line PI- or NNRTI-based regimen and 3612 patients who did not. Compared with the non-switch cohort, patients who switched had higher healthcare resource utilization during the pre-switch, switch and post-switch periods. Mean unadjusted non-ART costs in the switch cohort were nearly double ($2944 versus $1530, p < .001), more than double ($2562 versus $1215, p < .001) and 1.5 times higher ($1473 versus $968, p < .001) than costs in the non-switch cohort in the pre-switch, switch and post-switch periods, respectively. Conclusions: Patients with HIV-1 who initiated PI- or NNRTI-based regimens and switched ARTs for reasons other than virologic failure used more healthcare resources and incurred greater costs relative to patients in the non-switch cohort. This study highlights the importance of initiating patients on appropriate first-line ART to avoid the need to switch due to reasons other than virologic failure.
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Affiliation(s)
- Jianbin Mao
- OptumInsight Inc. - Health Economics and Outcomes Research , Eden Prairie , MN , USA
| | - Michael P Johnson
- OptumInsight Inc. - Health Economics and Outcomes Research , Eden Prairie , MN , USA
| | - Jeffrey T McPheeters
- OptumInsight Inc. - Health Economics and Outcomes Research , Eden Prairie , MN , USA
| | - Girish Prajapati
- Merck and Co Inc. - Center for Observational and Real World Evidence , Kenilworth , NJ , USA
| | - Andrew P Beyer
- Merck and Co Inc. - Center for Observational and Real World Evidence , Kenilworth , NJ , USA
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24
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Reed SC, Bell JF, Miglioretti DL, Nekhlyudov L, Fairman N, Joseph JG. Fear of cancer recurrence and associations with mental health status and individual characteristics among cancer survivors: Findings from a nationally representative sample. J Psychosoc Oncol 2019; 38:125-142. [PMID: 31510882 DOI: 10.1080/07347332.2019.1649338] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Purpose: To describe the prevalence of fear of cancer recurrence (FCR) and test its associations with validated mental health status measures.Design: Cross-sectional survey using the Medical Expenditure Panel Survey Experiences with Cancer Survivorship Supplement.Sample: Post-treatment cancer survivors (n = 1032).Methods: Survey-weighted U.S. population-based estimates describe the prevalence of sociodemographic, health and mental health characteristics of cancer survivors by their level of FCR. Multinomial logistic regression was used to test associations of validated measures of mental health status and individual characteristics on levels of FCR in unadjusted models and those controlling for sociodemographic and health characteristics.Findings: Overall, 34.3% of cancer survivors reported no FCR, 54.4% reported low FCR, and 11.3% reported high FCR. Cancer survivors were at increased risk of reporting high FCR relative to no FCR if they had a low 12-item Short Form Health Survey Mental Component Summary score (≤48) compared to high scores (odds ratio = 2.88; 95% confidence interval = 1.57, 5.29). Reporting depressive symptoms or psychological distress did not significantly increase the risk of reporting high or low FCR relative to no FCR.Conclusions: To our knowledge, this study is the first to provide U.S. population-based estimates of associations between FCR and individual and health characteristics.Implications for Psychosocial Providers or Policy: Our results provide valuable information about which survivors are most at-risk for FCR. Future research is needed to more clearly differentiate FCR from other constructs.
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Affiliation(s)
- Sarah C Reed
- Betty Irene Moore School of Nursing, University of California, Sacramento, CA, USA
| | - Janice F Bell
- Betty Irene Moore School of Nursing, University of California, Sacramento, CA, USA
| | - Diana L Miglioretti
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, CA, USA
| | - Larissa Nekhlyudov
- Harvard Medical School, Department of Medicine, Brigham and Women's Hospital, Boston, CA, USA
| | - Nathan Fairman
- UC Davis Comprehensive Cancer Center, Psychiatry and Behavioral Sciences, UC Davis School of Medicine, Davis, CA, USA
| | - Jill G Joseph
- Betty Irene Moore School of Nursing, University of California, Sacramento, CA, USA
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Gontijo Guerra S, Berbiche D, Vasiliadis HM. Measuring multimorbidity in older adults: comparing different data sources. BMC Geriatr 2019; 19:166. [PMID: 31200651 PMCID: PMC6570867 DOI: 10.1186/s12877-019-1173-4] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 05/29/2019] [Indexed: 11/12/2022] Open
Abstract
Background Multimorbidity is a global health issue, particularly for older adults in the primary care setting. An adequate portrayal of its epidemiology is essential to properly identify and understand the health care needs of this population. This study aimed to compare the differences in the prevalence of selected chronic conditions and multimorbidity, including its associated characteristics, using health survey/self-reported (SR) information only, administrative (Adm) data only and the combined (either) sources. Methods This was a secondary analysis of survey data from the first cycle of the Longitudinal Survey on Senior’s Health and Health Services Use linked to health-Adm data. The analytical sample consisted of 1625 community-dwelling older adults (≥65 years) recruited in the waiting rooms of primary health clinics in a selected administrative region of the province of Quebec. Seventeen chronic conditions were assessed according to two different data sources. We examined the differences in the observed prevalence of chronic conditions and multimorbidity and the agreement between data sources. Results The prevalence of each of the 17 chronic conditions ranged from 1.2 to 68.7% depending on the data source. The agreement between different data sources was highly variable, with kappa coefficients (κ) ranging from 0.05 to 0.73. Multimorbidity was very high in this population, with an estimated prevalence of up to 95.9%. In addition, we found that the association between sociodemographic and behavioural factors and the presence of multimorbidity varied according to the different data sources and thresholds. Conclusions This is the first study to simultaneously investigate chronic conditions and multimorbidity prevalence among primary care older adults using combined SR and health-Adm data. Our results call attention to (1) the possibility of underestimating cases when using a single data source and (2) the potential benefits of integrating information from different data sources to increase case identification. This is an important aspect of characterizing the health care needs of this fast-growing population. Electronic supplementary material The online version of this article (10.1186/s12877-019-1173-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Samantha Gontijo Guerra
- Centre de recherche Charles-Le Moyne - Saguenay-Lac-Saint-Jean sur les innovations en santé (CR-CSIS), Longueuil, QC, Canada. .,Université de Sherbrooke, Campus Longueuil, 150 Place Charles-Le Moyne, Longueuil, QC, J4K 0A8, Canada.
| | - Djamal Berbiche
- Centre de recherche Charles-Le Moyne - Saguenay-Lac-Saint-Jean sur les innovations en santé (CR-CSIS), Longueuil, QC, Canada.,Department of Community Health Sciences, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Longueuil, QC, Canada
| | - Helen-Maria Vasiliadis
- Centre de recherche Charles-Le Moyne - Saguenay-Lac-Saint-Jean sur les innovations en santé (CR-CSIS), Longueuil, QC, Canada.,Department of Community Health Sciences, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Longueuil, QC, Canada
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Gómez-Salgado J, Bernabeu-Wittel M, Aguilera-González C, Goicoechea-Salazar JA, Larrocha D, Nieto-Martín MD, Moreno-Gaviño L, Ollero-Baturone M. Concordance between the Clinical Definition of Polypathological Patient versus Automated Detection by Means of Combined Identification through ICD-9-CM Codes. J Clin Med 2019; 8:jcm8050613. [PMID: 31064157 PMCID: PMC6572229 DOI: 10.3390/jcm8050613] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 04/30/2019] [Accepted: 05/01/2019] [Indexed: 11/26/2022] Open
Abstract
It is unknown whether the digital application of automated ICD-9-CM codes recorded in the medical history are useful for a first screening in the detection of polypathological patients. In this study, the objective was to identify the degree of intra- and inter-observer concordance in the identification of in-patient polypathological patients between the standard clinical identification method and a new automatic method, using the basic minimum data set of ICD-9-CM codes in the digital medical history. For this, a cross-sectional multicenter study with 1518 administratively discharged patients from Andalusian hospitals during the period of 2013–2014 has been carried out. For the concordance between the clinical definition of a polypathological patient and the polypathological patient classification according to ICD-9-CM coding, a 0.661 kappa was obtained (95% confidence interval (CI); 0.622–0.701) with p < 0.0001. The intraclass correlation coefficient between both methods for the number of polypathological patient categories was 0.745 (95% CI; 0.721–0.768; p < 0.0001). The values of sensitivity, specificity, positive-, and negative predictive values of the automated detection using ICD-9-CM coding were 78%, 88%, 78%, and 88%, respectively. As conclusion, the automatic identification of polypathological patients by detecting ICD-9-CM codes is useful as a screening method for in-hospital patients.
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Affiliation(s)
- Juan Gómez-Salgado
- Department of Sociology, Social Work and Public Health, Universidad de Huelva, 21007 Huelva, Spain.
- Safety and Health Posgrade Programme, Universidad Espíritu Santo, Guayaquil 092301, Ecuador.
| | - Máximo Bernabeu-Wittel
- Department of Internal Medicine, Virgen del Rocío University Hospital, University of Seville, 41013 Seville, Spain.
| | - Carmen Aguilera-González
- Department of Internal Medicine, Virgen del Rocío University Hospital, University of Seville, 41013 Seville, Spain.
| | | | - Daniel Larrocha
- Healthcare Product Service, Andalusian Health Service, 41071 Seville, Spain.
| | - María Dolores Nieto-Martín
- Department of Internal Medicine, Virgen del Rocío University Hospital, University of Seville, 41013 Seville, Spain.
| | - Lourdes Moreno-Gaviño
- Department of Internal Medicine, Virgen del Rocío University Hospital, University of Seville, 41013 Seville, Spain.
| | - Manuel Ollero-Baturone
- Department of Internal Medicine, Virgen del Rocío University Hospital, University of Seville, 41013 Seville, Spain.
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Highland KB, Hull M, Pruett J, Elliott C, Tsang Y, Drake W. Baseline history of patients using selexipag for pulmonary arterial hypertension. Ther Adv Respir Dis 2019; 13:1753466619843774. [PMID: 30983530 PMCID: PMC6466463 DOI: 10.1177/1753466619843774] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Introduction: Since its introduction to the market in 2016, selexipag has been an
alternative oral therapy among both treatment-naïve patients and those with
mono or dual therapy failure; however, limited information is available
regarding the presentation and management of patients with pulmonary
arterial hypertension (PAH) prior to selexipag initiation. This study
examined treatment patterns, healthcare utilization, and costs in the 12
months prior to and the 6 months following selexipag initiation. Methods: This was a retrospective study of adult commercial and Medicare Advantage
with Part D (MAPD) health plan members with a medical or pharmacy claim for
selexipag from 1 January 2016 through 31 May 2017, a diagnosis of pulmonary
hypertension, and continuous health plan enrollment for 12 months prior to
selexipag initiation (baseline period). Treatment patterns, healthcare
utilization, and costs were measured over the baseline period and the 6
months following selexipag initiation (among patients with ⩾6 months of
follow up). Results: After inclusion and exclusion criteria were applied, 95 patients were
included in the analysis. At study start, 57.9% of patients were prescribed
combination therapy, increasing to 69.5% immediately prior to selexipag
initiation. Approximately 60% of patients had one baseline regimen.
Emergency visits and inpatient admissions during the baseline period
occurred in 63.2% and 48.4% of patients, respectively. Baseline medical
costs rose steadily, increasing 266.8% in commercial and 26.7% in MAPD
enrollees from the beginning to the end of the 12-month baseline period.
PAH-related healthcare costs accounted for more than 80% of total costs.
Mean medical costs in the 6 months following selexipag initiation were
US$17,215 in commercial and US$23,976 in MAPD enrollees. Conclusions: The majority of patients with PAH remained on the same therapy in the 12
months prior to selexipag initiation despite high rates of healthcare
utilization and increasing costs. Mean medical costs appeared to decrease
after adding or switching to selexipag.
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Affiliation(s)
| | - Michael Hull
- Health Economics and Outcomes Research, Optum, 11000 Optum Circle, Eden Prairie, MN 55344, USA
| | - Janis Pruett
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | | | - Yuen Tsang
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
| | - William Drake
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA
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Parker ED, Wittbrodt ET, McPheeters JT, Frias JP. Comparison of healthcare resource utilization and costs in patients with type 2 diabetes initiating dapagliflozin versus sitagliptin. Diabetes Obes Metab 2019; 21:227-233. [PMID: 30101553 DOI: 10.1111/dom.13502] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 08/07/2018] [Accepted: 08/09/2018] [Indexed: 01/10/2023]
Abstract
AIMS To compare healthcare costs and utilization in patients with type 2 diabetes (T2D) who initiated dapagliflozin (DAPA) with costs and utilization in those who initiated sitagliptin (SITA) in a real-world setting. MATERIALS AND METHODS This was a retrospective study of health plan enrollees in two US commercial claims databases or Medicare Part D. The study population comprised adult patients with T2D who initiated DAPA or SITA between January 1, 2014 and April 30, 2015. DAPA and SITA initiators were propensity-score-matched, and healthcare utilization and costs during the 1-year follow-up period were compared. Analyses were conducted separately for patients with evidence of oral antidiabetic drug (OAD) monotherapy use at baseline. RESULTS A total of 2722 patients were included in each matched cohort. Follow-up unadjusted all-cause costs ($16 065 and $17 281; P = 0.135) and diabetes-related costs ($9697 and $9354; P = 0.539) were similar in the DAPA and SITA cohorts. Higher office and outpatient visit costs in the SITA group were offset by higher pharmacy costs in the DAPA group. In the subgroup of 1804 patients with OAD monotherapy use at baseline, patients in the SITA group had higher total all-cause costs compared with those in the DAPA group ($14 884 vs. $12 353; P = 0.026). CONCLUSION Patients who initiated DAPA or SITA had similar all-cause and diabetes-related healthcare costs over 1 year of follow-up. In the subgroup of patients treated with OAD monotherapy at baseline (84% metformin monotherapy), those who initiated DAPA as add-on therapy had lower costs than patients who added SITA.
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Affiliation(s)
- Emily D Parker
- Health Economics and Outcomes Research, Optum, Eden Prairie, Minnesota
| | - Eric T Wittbrodt
- Health Economics and Outcomes Research, AstraZeneca, Wilmington, Delaware
| | | | - Juan P Frias
- National Research Institute, Los Angeles, California
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Mao J, Heithoff KA, Koep E, Murphy T, Hammerby E. Cost of subcutaneous immunotherapy in a large insured population in the United States. Curr Med Res Opin 2019; 35:351-358. [PMID: 30091647 DOI: 10.1080/03007995.2018.1510386] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
OBJECTIVE Allergic rhinitis (AR) affects up to 40% of the United States population, with approximately $11 billion annual medical costs. Allergy immunotherapy is the best option for long-term symptomatic relief, but treatment compliance can be low. The objective was to describe subcutaneous immunotherapy (SCIT)-related costs for patients overall and those with inconsistent treatment. METHODS This study observed commercial and Medicare Advantage with Part D health plan enrollees. Included subjects had claims with AR diagnostic codes during 1 January 2011-31 December 2015 and ≥1 SCIT claim during 1 January 2013-31 December 2015 (index date = first SCIT claim date). A control sample was chosen randomly at a 1:3 ratio of SCIT to controls. Inconsistent use was defined as a ≥90 day gap after ≥1 SCIT. Patient characteristics were compared between SCIT patients and controls. Costs were calculated for all SCIT patients and the inconsistent subgroup. RESULTS Compared with controls (n = 394,479), SCIT (n = 131,493) patients were younger (39.3 vs. 41.4 years), more likely female (56.4% vs. 50.7%) and more likely in a commercial plan (91.6% vs. 83.6%); all p < .001. Among SCIT patients, 15.1% had inconsistent use. Among all SCIT patients, the 3 year total plan-paid SCIT-related costs were $205,741,125 (18% was for inconsistent subgroup) and patient-paid costs were $47,560,450 (15% for inconsistent). Per-member-per-month costs were $0.48 plan-paid and $0.11 patient-paid, with $0.09 plan-paid and $0.02 patient-paid for inconsistent use. CONCLUSIONS This study showed 15% of patients may have costly inconsistent SCIT treatment. Greater understanding is needed regarding the reasons for inconsistent use of subcutaneous allergy immunotherapy.
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Affiliation(s)
| | - Kim A Heithoff
- b Center for Observational and Real-World Evidence , Merck, Sharp, & Dohme Inc. , Lebanon , NJ , USA
| | | | - Thomas Murphy
- c Charleston ENT and Allergy , North Charleston , SC , USA
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Henk HJ, Lopez JMS, Bookhart BK. Novel Type 2 Diabetes Medication Access and Effect of Patient Cost Sharing. J Manag Care Spec Pharm 2018; 24:847-855. [PMID: 30156451 PMCID: PMC10397984 DOI: 10.18553/jmcp.2018.24.9.847] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Although drug formulary restrictions may reduce use of prescription medication and pharmacy costs, the effect of patient cost sharing on medication adherence and health care utilization and cost is unclear. OBJECTIVE To evaluate the relationship between patient cost sharing for novel type 2 diabetes mellitus (T2DM) medications and medication adherence, persistence, and health care utilization and cost. METHODS This retrospective study used medical and pharmacy claims linked to pharmacy benefit plan design data. Patients with T2DM were identified via ICD-9-CM codes (medical claims), outpatient prescription fills (pharmacy claims), and pharmacy benefit design information. Patients with T2DM treated with novel T2DM medications (DPP4 or GLP-1) were enrolled in plans with fixed or coinsurance medication copayment structures and followed for 12-48 months. Endpoints included medication persistence and adherence and total all-cause health care cost. Multivariable regression analysis estimated the effect of benefit design parameters, adjusting for baseline patient characteristics. RESULTS The integrated database included 36,475 patients with T2DM. The majority (83.1%) had fixed copayment plans, and 3-tier plans were common (93.1%). Higher third-tier copayment was associated with poorer medication adherence and persistence but not total health care cost during follow-up. A $10 higher third-tier copayment was associated with 11% greater risk of novel T2DM medication discontinuation and 3% lower adherence. A comparison of patients with fixed versus coinsurance plans found that fixed plans were associated with higher adjusted persistence and total all-cause health care costs. CONCLUSIONS Higher medication copayment amounts were associated with lower patient medication adherence and persistence in T2DM but not total health care costs, as health plan costs decreased while patient out-of-pocket costs increased. We observed higher total all-cause health care costs among T2DM patients with a fixed copay (vs. coinsurance) pharmacy benefit. Additional research incorporating plan design information is needed to further examine this finding. DISCLOSURES This study was funded by Janssen Scientific Affairs, which was involved in study design, interpretation of data, editing manuscript content, and had final approval of the manuscript before submission. Lopez and Bookhart are employed by Janssen Scientific Affairs. At the time of this study, Henk was employed by Optum HEOR, which was contracted by Janssen to conduct this study. Portions of this study were presented at the 21st Annual International Meeting, ISPOR; May 21-25, 2016; in Washington, DC.
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Stanford RH, Bell C, Nag A, Johnson PT, Johnson MP, Watkins A. Cross-sectional survey study to examine underuse of twice daily inhaled maintenance therapy among patients with asthma. J Asthma 2018; 56:1172-1181. [PMID: 30395748 DOI: 10.1080/02770903.2018.1531994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Objective: Anecdotal evidence suggests that some patients with asthma intentionally use their twice-daily (BID) inhaled controller therapy once daily (QD), thus not achieving optimal dosing levels. This study identified the prevalence of and factors associated with intentional QD use of BID-indicated controllers among adult patients with asthma. Methods: This was a cross-sectional survey study of adults using inhaled controllers intended for BID dosing for treatment of asthma and/or COPD. Survey responses were linked to administrative claims data for the prior 12 months (baseline). Results of patients indicating both an asthma diagnosis and current intentional QD or BID use of controllers are presented. Results: Of 1401 patients with asthma, 30.9% reported intentional QD use of their controller and 69.1% reported BID use. Intentional QD use was mostly a function of patients' lack of perceived need for BID treatment (44.1%) or physician orders to take their controller QD (34.0%). Patients reporting intentional QD use tended to be healthier (higher health status scores, and lower Charlson comorbidity scores, ambulatory and ER visits, and healthcare costs) with better asthma control (lower asthma-related ER and ambulatory visits and rescue medication use, and higher Asthma Control Test scores) compared with patients reporting BID use. Conclusions: Perceptions regarding health and the necessity of controller use to control or treat asthma were the main drivers of medication-taking behavior. Patients with less severe asthma were more likely to report once daily use of their inhaled controller, but still maintained asthma control.
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Affiliation(s)
| | - Chris Bell
- GlaxoSmithKline, Research Triangle Park , Durham , NC , USA
| | - Arpita Nag
- GlaxoSmithKline, Research Triangle Park , Durham , NC , USA
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Tonelli M, Wiebe N, Manns BJ, Klarenbach SW, James MT, Ravani P, Pannu N, Himmelfarb J, Hemmelgarn BR. Comparison of the Complexity of Patients Seen by Different Medical Subspecialists in a Universal Health Care System. JAMA Netw Open 2018; 1:e184852. [PMID: 30646392 PMCID: PMC6324421 DOI: 10.1001/jamanetworkopen.2018.4852] [Citation(s) in RCA: 168] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
IMPORTANCE Clinical experience suggests that there are substantial differences in patient complexity across medical specialties, but empirical data are lacking. OBJECTIVE To compare the complexity of patients seen by different types of physician in a universal health care system. DESIGN, SETTING, AND PARTICIPANTS Population-based retrospective cohort study of 2 597 127 residents of the Canadian province of Alberta aged 18 years and older with at least 1 physician visit between April 1, 2014 and March 31, 2015. Data were analyzed in September 2018. EXPOSURES Type of physician seeing each patient (family physician, general internist, or 11 types of medical subspecialist) assessed as non-mutually exclusive categories. MAIN OUTCOMES AND MEASURES Nine markers of patient complexity (number of comorbidities, presence of mental illness, number of types of physicians involved in each patient's care, number of physicians involved in each patient's care, number of prescribed medications, number of emergency department visits, rate of death, rate of hospitalization, rate of placement in a long-term care facility). RESULTS Among the 2 597 127 participants, the median (interquartile range) age was 46 (32-59) years and 54.1% were female. Over 1 year of follow-up, 21 792 patients (0.8%) died, the median (range) number of days spent in the hospital was 0 (0-365), 8.1% of patients had at least 1 hospitalization, and the median (interquartile range) number of prescribed medications was 3 (1-7). When the complexity markers were considered individually, patients seen by nephrologists had the highest mean number of comorbidities (4.2; 95% CI, 4.2-4.3 vs [lowest] 1.1; 95% CI, 1.0-1.1), highest mean number of prescribed medications (14.2; 95% CI, 14.2-14.3 vs [lowest] 4.9; 95% CI, 4.9-4.9), highest rate of death (6.6%; 95% CI, 6.3%-6.9% vs [lowest] 0.1%; 95% CI, <0.1%-0.2%), and highest rate of placement in a long-term care facility (2.0%; 95% CI, 1.8%-2.2% vs [lowest] <0.1%; 95% CI, <0.1%-0.1%). Patients seen by infectious disease specialists had the highest complexity as assessed by the other 5 markers: rate of a mental health condition (29%; 95% CI, 28%-29% vs [lowest] 14%; 95% CI, 14%-14%), mean number of physician types (5.5; 95% CI, 5.5-5.6 vs [lowest] 2.1; 95% CI, 2.1-2.1), mean number of physicians (13.0; 95% CI, 12.9-13.1 vs [lowest] 3.8; 95% CI, 3.8-3.8), mean days in hospital (15.0; 95% CI, 14.9-15.0 vs [lowest] 0.4; 95% CI, 0.4-0.4), and mean emergency department visits (2.6; 95% CI, 2.6-2.6 vs [lowest] 0.5; 95% CI, 0.5-0.5). When types of physician were ranked according to patient complexity across all 9 markers, the order from most to least complex was nephrologist, infectious disease specialist, neurologist, respirologist, hematologist, rheumatologist, gastroenterologist, cardiologist, general internist, endocrinologist, allergist/immunologist, dermatologist, and family physician. CONCLUSION AND RELEVANCE Substantial differences were found in 9 different markers of patient complexity across different types of physician, including medical subspecialists, general internists, and family physicians. These findings have implications for medical education and health policy.
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Affiliation(s)
- Marcello Tonelli
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Natasha Wiebe
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Braden J. Manns
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Matthew T. James
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Pietro Ravani
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Neesh Pannu
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
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Wijers IGM, Ayala A, Rodriguez-Blazquez C, Rodriguez-Laso A, Rodriguez-García P, Prados-Torres A, Rodriguez-Rodriguez V, Forjaz MJ. The Disease Burden Morbidity Assessment in older adults and its association with mortality and other health outcomes. Eur J Ageing 2018; 16:193-203. [PMID: 31139033 DOI: 10.1007/s10433-018-0491-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
The objective of this study was to assess how disease burden caused by chronic conditions is related to mortality (predictive validity) and other health outcomes (convergent validity). This was studied in 625 community-dwelling adults living in Spain aged 65 years and older. Disease burden was measured with the Disease Burden Morbidity Assessment (DBMA). The association with 5-year mortality was assessed using a Cox model and Kaplan-Meier curves. For convergent validity, mean age, sex ratio, patient-centered outcomes and healthcare utilization were compared for high and low DBMA scores (< 10 vs. ≥ 10). Also, a multivariable linear regression model was used to evaluate the DBMA as a function of these variables. Mean DBMA score in our sample was 7.5. After 5 years, 35 participants had died (5.5%). The Cox model displayed a hazard ratio of 1.07, and the Kaplan-Meier curves showed lower survival for high DBMA scores. Among participants with high DBMA scores, low self-perceived health, disability and female sex were more frequent, and this group showed lower mean scores for quality of life (Personal Wellbeing Index), affect balance (Scale of Positive and Negative Experience) and physical activity (Yale Physical Activity Survey), higher mean age and higher healthcare utilization than persons with low DBMA scores. In the multivariable regression, all variables but age were significantly associated with the DBMA. In conclusion, the DBMA showed satisfactory predictive and convergent validity. In our aging society, it can be applied to better understand and improve care for older persons with multiple chronic conditions.
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Affiliation(s)
- Irene G M Wijers
- 1Department of Preventive Medicine and Quality Management, General University Hospital Gregorio Marañón, Madrid, Spain
| | - Alba Ayala
- 2National School of Public Health, Institute of Health Carlos III and REDISSEC, Avda. Monforte de Lemos 5, 28029 Madrid, Spain
| | | | - Angel Rodriguez-Laso
- Biomedical Research Foundation of the University Hospital of Getafe, Madrid, Spain
| | | | - Alexandra Prados-Torres
- Aragón Health Sciences Institute (IACS), IIS Aragón, Institute of Health Carlos III and REDISSEC, Zaragoza, Spain
| | | | - Maria João Forjaz
- 2National School of Public Health, Institute of Health Carlos III and REDISSEC, Avda. Monforte de Lemos 5, 28029 Madrid, Spain
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Walsh JA, Adejoro O, Chastek B, Palmer JB, Hur P. Treatment Patterns Among Patients with Psoriatic Arthritis Treated with a Biologic in the United States: Descriptive Analyses from an Administrative Claims Database. J Manag Care Spec Pharm 2018; 24:623-631. [PMID: 29952704 PMCID: PMC10397599 DOI: 10.18553/jmcp.2018.24.7.623] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND In patients with psoriatic arthritis (PsA), limited data exist regarding patterns of biologic therapy use. OBJECTIVE To examine treatment patterns and therapy modifications in U.S. patients with PsA receiving a tumor necrosis factor inhibitor (TNFi) or an anti-interleukin (IL)-12/23 inhibitor. METHODS Adults with PsA who newly initiated a biologic therapy (index biologic) between January 1, 2013, and January 31, 2015, were included from the Optum Research Database. Biologic therapies comprised those that were approved by the FDA for the treatment of PsA at the time of the study initiation (adalimumab, certolizumab pegol, etanercept, golimumab, infliximab, or ustekinumab). Outcomes included adherence, persistence, and discontinuation of the index biologic; initiation of adjunctive medications (nonbiologics, including those commonly used for pain and/or inflammation); and dose escalation of the index biologic during the 12-month follow-up period. RESULTS Of the 1,235 patients included, 52.5% were female, and mean (SD) age was 50.3 (12.1) years. The mean (SD) duration of persistence with a newly initiated index biologic (etanercept [48.1%], adalimumab [24.0%], infliximab [10.4%], golimumab [8.3%], ustekinumab [7.2%], or certolizumab pegol [2.0%]) was 246 (128) days; 44.5% of patients persisted with the index biologic for ≥ 12 months. During the 12-month follow-up period, 22.9% of patients switched to a different biologic, 26.8% discontinued without switching or restarting, and 5.8% discontinued and restarted the index biologic. Of the 1,010 patients who persisted with the index biologic for > 90 days, 45.6% received ≥ 1 adjunctive medication during the period from 90 days after the index date to the end of persistence or 12 months. The most commonly initiated adjunctive medications were corticosteroids (22.0%), opioids (17.1%), and nonsteroidal anti-inflammatory drugs (12.9%). Overall, 9.6% of patients had a dose escalation of the index biologic in the immediate 12-month post-index period. CONCLUSIONS This real-world study of treatment patterns for PsA, which used a large U.S. claims database, demonstrated that the majority of patients with PsA discontinued their index biologic (TNFi or anti-IL-12/23 inhibitor) before 12 months. Nearly half of patients initiated an adjunctive medication, many of which were pain and conventional anti-inflammatory medications. DISCLOSURES This study was sponsored by Novartis Pharmaceuticals. Optum was commissioned by Novartis to conduct this study, but employment was not contingent on results of the study. Walsh is a paid consultant for Novartis. Adejoro was an employee of Optum at the time of the study and writing of the manuscript. Chastek is an employee of Optum. Palmer and Hur are employees of Novartis. Results of this study were presented as an abstract and poster at the Academy of Managed Care Pharmacy Nexus 2017; October 16-19, 2017; Dallas, TX; and the EULAR 2017 Annual European Congress of Rheumatology; June 14-17, 2017; Madrid, Spain.
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Affiliation(s)
- Jessica A Walsh
- 1 University of Utah School of Medicine and Salt Lake City Veterans Affairs Medical Center, Salt Lake City, Utah
| | | | | | | | - Peter Hur
- 3 Novartis Pharmaceuticals, East Hanover, New Jersey
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Burton TM, Ye X, Parker ED, Bancroft T, Healey J. Burden of Illness Associated with Tenosynovial Giant Cell Tumors. Clin Ther 2018; 40:593-602.e1. [PMID: 29580718 DOI: 10.1016/j.clinthera.2018.03.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 03/01/2018] [Accepted: 03/02/2018] [Indexed: 11/24/2022]
Abstract
PURPOSE Little is known about the burden of illness in patients with tenosynovial giant cell tumors (TGCT), which are rare, typically benign, lesions of the synovial tissue including giant cell tumor of the tendon sheath (GCT-TS) and pigmented villonodular synovitis (PVNS). The objective of this study was to describe health care resource use and costs for patients with GCT-TS and PVNS, which are rare and typically benign TGCT. METHODS A retrospective cohort study design was used to analyze administrative claims for adult commercial and Medicare Advantage health plan enrollees with evidence of GCT-TS and PVNS from January 1, 2006 through March 31, 2015. Participants were continuously enrolled for 12 months before (pre-index period) and 12 months after (post-index period) the date of the first tenosynovial giant cell tumor (TGCT) claim (index date). Preindex and postindex measures were compared using the McNemar test and Wilcoxon signed-rank test. Results were stratified by TGCT type. FINDINGS The study identified 4664 patients with TGCT, 284 with GCT-TS, and 4380 with PVNS. Mean age (GCT-TS group: 50 years; PVNS group: 51 years) and sex distributions (GCT-TS group: 60.2% female; PVNS group: 59.5% female) were similar for each group. Most patients with GCT-TS (78.2%) had at least one postindex surgery, compared with 38.7% of patients with PVNS. Mean total health care costs increased from $8943 in the preindex period to $14,880 in the postindex period (P < 0.001) for GCT-TS and from $13,221 in the preindex period to $17,728 in the postindex period (P < 0.001) for PVNS. Preindex to postindex ambulatory costs increased nearly 120% for patients with GCT-TS ($4340 to $9570, P < 0.001) and 50% for patients with PVNS ($6782 to $10,278, P < 0.001), and physical therapy use increased significantly during the same period (GCT-TS: 18% to 40%, P < 0.001; PVNS: 38% to 60%, P < 0.001). IMPLICATIONS Costs increased substantially 1 year after the first TGCT claim, with more than half the costs covering ambulatory care. These results suggest a high health care burden once TGCT is identified.
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Affiliation(s)
| | - Xin Ye
- Daiichi Sankyo, Parsippany, NJ
| | | | | | - John Healey
- Orthopaedic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
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Walsh JA, Adejoro O, Chastek B, Palmer JB, Hur P. Treatment Patterns Among Patients with Psoriatic Arthritis Treated with a Biologic in the United States: Descriptive Analyses from an Administrative Claims Database. J Manag Care Spec Pharm 2018:1-11. [PMID: 29557701 DOI: 10.18553/jmcp.2018.17388] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND In patients with psoriatic arthritis (PsA), limited data exist regarding patterns of biologic therapy use. OBJECTIVE To examine treatment patterns and therapy modifications in U.S. patients with PsA receiving a tumor necrosis factor inhibitor (TNFi) or an anti-interleukin (IL)-12/23 inhibitor. METHODS Adults with PsA who newly initiated a biologic therapy (index biologic) between January 1, 2013, and January 31, 2015, were included from the Optum Research Database. Biologic therapies comprised those that were approved by the FDA for the treatment of PsA at the time of the study initiation (adalimumab, certolizumab pegol, etanercept, golimumab, infliximab, or ustekinumab). Outcomes included adherence, persistence, and discontinuation of the index biologic; initiation of adjunctive medications (nonbiologics, including those commonly used for pain and/or inflammation); and dose escalation of the index biologic during the 12-month follow-up period. RESULTS Of the 1,235 patients included, 52.5% were female, and mean (SD) age was 50.3 (12.1) years. The mean (SD) duration of persistence with a newly initiated index biologic (etanercept [48.1%], adalimumab [24.0%], infliximab [10.4%], golimumab [8.3%], ustekinumab [7.2%], or certolizumab pegol [2.0%]) was 246 (128) days; 44.5% of patients persisted with the index biologic for ≥ 12 months. During the 12-month follow-up period, 22.9% of patients switched to a different biologic, 26.8% discontinued without switching or restarting, and 5.8% discontinued and restarted the index biologic. Of the 1,010 patients who persisted with the index biologic for > 90 days, 45.6% received ≥ 1 adjunctive medication during the period from 90 days after the index date to the end of persistence or 12 months. The most commonly initiated adjunctive medications were corticosteroids (22.0%), opioids (17.1%), and nonsteroidal anti-inflammatory drugs (12.9%). Overall, 9.6% of patients had a dose escalation of the index biologic in the immediate 12-month post-index period. CONCLUSIONS This real-world study of treatment patterns for PsA, which used a large U.S. claims database, demonstrated that the majority of patients with PsA discontinued their index biologic (TNFi or anti-IL-12/23 inhibitor) before 12 months. Nearly half of patients initiated an adjunctive medication, many of which were pain and conventional anti-inflammatory medications. DISCLOSURES This study was sponsored by Novartis Pharmaceuticals. Optum was commissioned by Novartis to conduct this study, but employment was not contingent on results of the study. Walsh is a paid consultant for Novartis. Adejoro was an employee of Optum at the time of the study and writing of the manuscript. Chastek is an employee of Optum. Palmer and Hur are employees of Novartis. Study concept and design were contributed by Walsh, Chastek, Adejoro, Palmer, and Hur. Adejoro, Chastek, Walsh, Palmer, and Hur collected the data. Data interpretation was performed by Walsh, Palmer, Adejoro, Chastek, and Hur. The manuscript was written and revised by Walsh and Hur, along with the other authors. Results of this study were presented as an abstract and poster at the Academy of Managed Care Pharmacy Nexus 2017; October 16-19, 2017; Dallas, Texas; and the EULAR 2017 Annual European Congress of Rheumatology; June 14-17, 2017; Madrid, Spain.
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Affiliation(s)
- Jessica A Walsh
- 1 University of Utah School of Medicine and Salt Lake City Veterans Affairs Medical Center, Salt Lake City, Utah
| | | | | | | | - Peter Hur
- 3 Novartis Pharmaceuticals, East Hanover, New Jersey
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Henk HJ, Cao F, Tuell K, Price K, Singh P, Mardekian J, Odell K, Patel C, Tan W, Sands GH, Singhal S, Trocio J, Vo L. Treatment and discharge patterns among patients hospitalized with non-valvular atrial fibrillation transitioning from the inpatient to outpatient setting. Curr Med Res Opin 2018; 34:539-546. [PMID: 29235900 DOI: 10.1080/03007995.2017.1417029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To evaluate inpatient oral anticoagulant (OAC) treatment, discharge location, and post-discharge OAC treatment for patients hospitalized with non-valvular atrial fibrillation (NVAF). RESEARCH DESIGN AND METHODS Retrospective study using claims data linked to hospital electronic health records (EHR). Patients (n = 2,484) were hospitalized with a primary (38%) or secondary (62%) diagnosis of AF without evidence of mitral valvular heart disease or valve replacement between January 2009 and September 2013. Inpatient OAC treatment was identified from EHR data. MAIN OUTCOME MEASURES Inpatient and post-discharge OAC treatment [direct OAC (DOAC; apixaban, rivaroxaban, dabigatran), warfarin, no OAC] and discharge location (long-term care, home health-care, home self-care). RESULTS Mean age was 72.6 years, 61.2% were male, and 89.5% had a CHA2DS2-VASc score ≥2. Overall, 6.4% received a DOAC, 38.0% warfarin, and 55.6% no OAC during hospitalization. Compared to other treatment groups, patients receiving DOAC were younger and more likely to be male. The majority (72.2%) were discharged to home health-care, 13.2% home self-care, and 6.0% long-term care. Among patients who were treated with warfarin during hospitalization, 40.3% filled a warfarin prescription within 30 days post-discharge, whereas among patients who were treated with a DOAC, 52.4% filled a DOAC prescription within 30 days post-discharge. Some NVAF patients not treated with an OAC during hospitalization filled a prescription for warfarin (18.0%) or DOAC (1.9%) within 30 days post-discharge. Results were similar among patients with CHA2DS2-VASc score ≥2. CONCLUSIONS Most patients hospitalized for NVAF were discharged to home support, and the majority did not have OAC treatment during hospitalization or the 30 days post-discharge. Additional investigation should be conducted on trends beyond 30 days post-hospitalization, and the reasons for not receiving anticoagulation therapy in patients at moderate-to-severe risk of stroke or systemic embolism. Helping to avoid preventable strokes is an important goal for public health.
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Affiliation(s)
- Henry J Henk
- a Health Economics and Outcomes Research, Optum , Eden Prairie , MN , USA
| | - Feng Cao
- a Health Economics and Outcomes Research, Optum , Eden Prairie , MN , USA
| | - Kenneth Tuell
- b Health Economics and Outcomes Research, Bristol Myers-Squibb , Princeton , NJ , USA
| | - Kwanza Price
- c Health Economics and Outcomes Research, Pfizer , New York , NY , USA
| | - Prianka Singh
- b Health Economics and Outcomes Research, Bristol Myers-Squibb , Princeton , NJ , USA
| | - Jack Mardekian
- c Health Economics and Outcomes Research, Pfizer , New York , NY , USA
| | - Kevin Odell
- c Health Economics and Outcomes Research, Pfizer , New York , NY , USA
| | - Chad Patel
- b Health Economics and Outcomes Research, Bristol Myers-Squibb , Princeton , NJ , USA
| | - Wilson Tan
- d US Medical Affairs, Pfizer , New York , NY , USA
| | | | - Shalabh Singhal
- b Health Economics and Outcomes Research, Bristol Myers-Squibb , Princeton , NJ , USA
| | - Jeffrey Trocio
- c Health Economics and Outcomes Research, Pfizer , New York , NY , USA
| | - Lien Vo
- b Health Economics and Outcomes Research, Bristol Myers-Squibb , Princeton , NJ , USA
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Multimorbidity patterns in relation to polypharmacy and dosage frequency: a nationwide, cross-sectional study in a Japanese population. Sci Rep 2018; 8:3806. [PMID: 29491441 PMCID: PMC5830504 DOI: 10.1038/s41598-018-21917-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 02/09/2018] [Indexed: 11/28/2022] Open
Abstract
In the present study, we aimed to identify multimorbidity patterns in a Japanese population and investigate whether these patterns have differing effects on polypharmacy and dosage frequency. Data was collected on 17 chronic health conditions via nationwide cross-sectional survey of 3,256 adult Japanese residents. Factor analysis was performed to identify multimorbidity patterns, and associations were determined with excessive polypharmacy [concurrent use of ≥ 10 prescription or over-the-counter (OTC) medications] and higher dosage frequency ( ≥ 3 doses per day). Secondary outcomes were the number of concurrent prescription medications and the number of concurrent OTC medications. We used a generalized linear model to adjust for individual sociodemographic characteristics. Five multimorbidity patterns were identified: cardiovascular/renal/metabolic, neuropsychiatric, skeletal/articular/digestive, respiratory/dermal, and malignant/digestive/urologic. Among these patterns, malignant/digestive/urologic and cardiovascular/renal/metabolic patterns showed the strongest associations with excessive polypharmacy and the number of concurrent OTC medications. Malignant/digestive/urologic, respiratory/dermal, and skeletal/articular/digestive patterns were also associated with higher dosage frequency. Multimorbidity patterns have differing effects on excessive polypharmacy and dosage frequency. Malignant/digestive/urologic pattern may be at higher risk of impaired medication safety and increased treatment burden, than other patterns. Continued study is warranted to determine how to incorporate multimorbidity patterns into risk assessments of polypharmacy and overall treatment burden.
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Bengtson LG, DePietro M, McPheeters J, Fox KM. Real-world outcomes in patients with chronic obstructive pulmonary disease initiating long-acting mono bronchodilator therapy. Ther Adv Respir Dis 2018; 12:1753466618772750. [PMID: 29737943 PMCID: PMC5961922 DOI: 10.1177/1753466618772750] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 03/15/2018] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Randomized clinical trials have shown long-acting mono bronchodilator therapy to be efficacious in improving lung function and dyspnea, while reducing exacerbations; however, less is known regarding the effectiveness in routine clinical practice. This study examined treatment patterns, rescue medication use, healthcare resource utilization and costs, and exacerbations in patients with chronic obstructive pulmonary disease (COPD) who initiated long-acting mono bronchodilator therapy in real-world settings. METHODS This retrospective study used US claims data from adult patients with COPD initiating long-acting mono bronchodilator therapy between 1 January 2008 and 31 January 2015. Patients were required to have continuous health plan enrollment 12 months prior to (baseline period) and 12 months following therapy initiation (follow-up period). Outcomes, including treatment patterns, rescue medication use, exacerbations, and healthcare utilization and costs, were measured until the earliest of treatment augmentation or discontinuation, death, health plan disenrollment, or the end of the study period. Results were analyzed descriptively for all measures. Baseline and follow-up measures of all-cause and COPD-related healthcare costs and exacerbations [per patient per month (PPPM)] were compared using paired t tests. RESULTS Among 27,394 patients with a mean follow up of 6.3 months, 18.2% augmented, 74.2% discontinued, and 7.6% continued long-acting mono bronchodilator therapy. Rescue medication use was prevalent during the follow-up period, with an average of 1.0 short-acting β agonist (SABA) fills/month and 0.8 short-acting muscarinic antagonist (SAMA) fills/month, among patients with at least one fill for the medication of interest. PPPM mean number of exacerbations was more than triple (0.17 versus 0.05, p < 0.001) and PPPM exacerbation-related costs were more than double over the follow-up period compared with baseline ($1070 versus $485). COPD-related costs accounted for 50% of all-cause costs during the follow-up period and were significantly higher compared with baseline ($1206 versus $592, p < 0.001). CONCLUSIONS Patients initiating long-acting mono bronchodilator therapy had high rates of medication discontinuation or augmentation. Patients used more rescue medications and experienced significantly more COPD exacerbations with higher healthcare costs compared with baseline. Further research is warranted to determine whether more aggressive initial therapy would result in symptom improvement.
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Walsh JA, Adejoro O, Chastek B, Park Y. Treatment patterns of biologics in US patients with ankylosing spondylitis: descriptive analyses from a claims database. J Comp Eff Res 2017; 7:369-380. [PMID: 29148281 DOI: 10.2217/cer-2017-0076] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
AIM Examine treatment patterns among patients with active ankylosing spondylitis (AS) treated with a TNF inhibitor (TNFi). PATIENTS & METHODS Patients with AS who initiated a TNFi between 1 January 2013, and 31 January 2015, were identified in the Optum Research Database. Outcomes included adherence, persistence, discontinuation and therapy modifications of the index TNFi during 12-month follow-up. RESULTS Of the 426 patients included, 40.6% persisted on the index TNFi for ≥12 months, 31.0% discontinued, 21.4% switched to a different TNFi, and 7.0% discontinued and then restarted. Of the 333 patients who persisted on their TNFi for >90 days, 44.7% received ≥1 add-on medication. CONCLUSION A high proportion of patients with AS switched, discontinued or modified their TNFi therapy.
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Affiliation(s)
- Jessica A Walsh
- University of Utah & Salt Lake City Veterans Affairs Medical Center, Division of Rheumatology, Salt Lake City, UT 84132, USA
| | | | | | - Yujin Park
- Novartis Pharmaceuticals Corporation, East Hanover, NJ 07936, USA
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Shiu C, Kim HJ, Fredriksen-Goldsen K. Health Care Engagement Among LGBT Older Adults: The Role of Depression Diagnosis and Symptomatology. THE GERONTOLOGIST 2017; 57:S105-S114. [PMID: 28087800 DOI: 10.1093/geront/gnw186] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Accepted: 11/14/2016] [Indexed: 01/10/2023] Open
Abstract
PURPOSE OF THE STUDY Optimal engagement in health care plays a critical role in the success of disease prevention and treatment, particularly for older adults who are often in greater need of health care services. However, to date, there is still limited knowledge about the relationship between depression and health care engagement among lesbian, gay, bisexual, and transgender (LGBT) older adults. DESIGN AND METHODS This study utilized data from Aging with Pride: National Health, Aging, Sexuality/Gender Study, from the 2014 survey with 2,450 LGBT adults 50 years old and older. Multiple-variable regression was utilized to evaluate relationships between three indicators of health care engagement and four depression groups after controlling for background characteristics and discrimination in health care. Health care engagement indicators were "not using preventive care," "not seeking care when needed," and "difficulty in adhering to treatments." Depression groups were defined by depression diagnosis and symptomatology, including Diagnosed-Symptomatic group (Diag-Sympt), Diagnosed-Nonsymptomatic group (Diag-NoSympt), Nondiagnosed-Symptomatic group (NoDiag-Sympt), and Nondiagnosed-Nonsymptomatic group (NoDiag-NoSympt). RESULTS Depression groups displayed different patterns and levels of health care engagement. The Diag-Sympt group displayed the highest "difficulty in adhering to treatments." Diag-NoSympt group displayed the lowest "not using preventive care." The NoDiag-Sympt group reported the highest "not using preventive care" and "not seeking care when needed." The NoDiag-NoSympt group had the lowest "not seeking care when needed" and "difficulty in adhering to treatments." IMPLICATIONS Depression diagnosis and symptomatology are jointly associated with health care engagement among LGBT older adults. Interventions aiming to promote health care engagement among this population should simultaneously consider both depression diagnosis and symptomatology.
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Bareket R, Schonberg MA, Comaneshter D, Schonmann Y, Shani M, Cohen A, Vinker S. Cancer Screening of Older Adults in Israel According to Life Expectancy: Cross Sectional Study. J Am Geriatr Soc 2017; 65:2539-2544. [PMID: 28875497 DOI: 10.1111/jgs.15035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVES To examine over-screening of older Israelis for colon and breast cancer. DESIGN Cross sectional. SETTING Clalit Health Services (CHS), Israel's largest health maintenance organization (HMO), provides care for more than half of the country's population and operates a national age-based programs for cancer screening. PARTICIPANTS All community-dwelling members aged 65 to 79 in 2014 (N = 370,876). MEASUREMENTS We used CHS data warehouse to evaluate cancer screening during 2014. Life expectancy (LE) was estimated using the validated Schonberg index. RESULTS Almost one-quarter (23.1%; 15.6% of adults aged 65-74, 42.7% of adults aged 75-79) of the study population had an estimated LE of less than 10 years. Annual fecal occult blood test and biannual mammography rates among adults aged 65 to 74 with a LE of 10 years or longer were 37.1% and 70.0%, respectively. Rates dropped after age 75 (4.0%, 19.5%) and to a lesser extent with a LE of less than 10 years (31.6%, 56.4%). Prostate-specific antigen testing is not part of the national screening program, and the proportion of people tested (42.6%), did not vary similarly with age of 75 and older (43.2%) or LE of less than 10 years (38.1%). CONCLUSION The cancer screening inclusion criteria of the national referral system have a strong effect on receipt of screening; LE considerations are less influential. Some method of estimating LE could be incorporated into algorithms to improve individualized cancer screening to reduce over- and underscreening of older adults.
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Affiliation(s)
- Ronen Bareket
- Quality Indicators and Research Department, Chief Physician Office, Clalit Health Services, Tel Aviv, Israel.,Department of Family Medicine, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Mara A Schonberg
- Division of General Medicine and Primary Care, Department of Medicine, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Doron Comaneshter
- Quality Indicators and Research Department, Chief Physician Office, Clalit Health Services, Tel Aviv, Israel
| | - Yochai Schonmann
- Quality Indicators and Research Department, Chief Physician Office, Clalit Health Services, Tel Aviv, Israel.,Department of Family Medicine, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Michal Shani
- Quality Indicators and Research Department, Chief Physician Office, Clalit Health Services, Tel Aviv, Israel.,Department of Family Medicine, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Arnon Cohen
- Quality Indicators and Research Department, Chief Physician Office, Clalit Health Services, Tel Aviv, Israel.,Siaal Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheba, Israel
| | - Shlomo Vinker
- Department of Family Medicine, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
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Reed SC, Bell JF, Whitney R, Lash R, Kim KK, Bold RJ, Joseph JG. Psychosocial outcomes in active treatment through survivorship. Psychooncology 2017; 27:279-285. [PMID: 28429466 DOI: 10.1002/pon.4444] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 02/26/2017] [Accepted: 04/14/2017] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The objective of the study is to understand potential differences in psychosocial outcomes from active treatment to survivorship. METHODS Using the Medical Expenditure Panel Survey Experiences with Cancer Survivorship Supplement (n = 1360), we examined and compared psychosocial outcomes among respondents in active treatment with survivors by year(s) since treatment ended. Survey-weighted regression models were used to test associations between year(s) since treatment and depressive symptoms (Patient Health Questionnaire-2), psychological distress (K6), and cancer-specific worry related to recurrence. RESULTS Unadjusted estimates showed no significant differences in depressive symptoms or psychological distress between those in active treatment and cancer survivors at any time posttreatment. In contrast, the prevalence of cancer-specific worry was lowest among survivors more than 5 years since treatment (10%), slightly higher among those with less than 1 year since treatment (15%), and highest among those in active treatment (32%). In models controlled for sociodemographic and health-related covariates, the year(s) since treatment ended was inversely associated with the odds of cancer-specific worry but was not associated with depressive symptoms or psychological distress. CONCLUSIONS In this population-based sample, worry about cancer recurrence may diminish with years since treatment ended, while depressive symptoms and distress are persistent across the trajectory. These findings highlight unmet psychosocial needs among cancer survivors and demonstrate the importance of targeted interventions across the survivorship continuum.
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Affiliation(s)
- Sarah C Reed
- Betty Irene Moore School of Nursing, University of California, Davis, Sacramento, CA, USA.,Collaborative Cancer Care Research Group, University of California, Davis, Sacramento, CA, USA.,Jane Addams College of Social Work, University of Illinois at Chicago, Chicago, IL, USA
| | - Janice F Bell
- Betty Irene Moore School of Nursing, University of California, Davis, Sacramento, CA, USA.,Collaborative Cancer Care Research Group, University of California, Davis, Sacramento, CA, USA
| | | | - Rebecca Lash
- Department of Nursing Practice, Research, and Education, UCLA Health System, Los Angeles, CA, USA
| | - Katherine K Kim
- Betty Irene Moore School of Nursing, University of California, Davis, Sacramento, CA, USA.,Collaborative Cancer Care Research Group, University of California, Davis, Sacramento, CA, USA
| | - Richard J Bold
- Collaborative Cancer Care Research Group, University of California, Davis, Sacramento, CA, USA.,Comprehensive Cancer Center, University of California, Davis, Sacramento, CA, USA
| | - Jill G Joseph
- Betty Irene Moore School of Nursing, University of California, Davis, Sacramento, CA, USA.,Collaborative Cancer Care Research Group, University of California, Davis, Sacramento, CA, USA
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Gulizia MM, Colivicchi F, Ricciardi G, Giampaoli S, Maggioni AP, Averna M, Graziani MS, Ceriotti F, Mugelli A, Rossi F, Medea G, Parretti D, Abrignani MG, Arca M, Perrone Filardi P, Perticone F, Catapano A, Griffo R, Nardi F, Riccio C, Di Lenarda A, Scherillo M, Musacchio N, Panno AV, Zito GB, Campanini M, Bolognese L, Faggiano PM, Musumeci G, Pusineri E, Ciaccio M, Bonora E, Cantelli Forti G, Ruggieri MP, Cricelli C, Romeo F, Ferrari R, Maseri A. ANMCO/ISS/AMD/ANCE/ARCA/FADOI/GICR-IACPR/SICI-GISE/SIBioC/SIC/SICOA/SID/SIF/SIMEU/SIMG/SIMI/SISA Joint Consensus Document on cholesterol and cardiovascular risk: diagnostic-therapeutic pathway in Italy. Eur Heart J Suppl 2017; 19:D3-D54. [PMID: 28751833 PMCID: PMC5526476 DOI: 10.1093/eurheartj/sux029] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Atherosclerotic cardiovascular disease still represents the leading cause of death in Western countries. A wealth of scientific evidence demonstrates that increased blood cholesterol levels have a major impact on the outbreak and progression of atherosclerotic plaques. Moreover, several cholesterol-lowering pharmacological agents, including statins and ezetimibe, have proved effective in improving clinical outcomes. This document focuses on the clinical management of hypercholesterolaemia and has been conceived by 16 Italian medical associations with the support of the Italian National Institute of Health. The authors discuss in detail the role of hypercholesterolaemia in the genesis of atherosclerotic cardiovascular disease. In addition, the implications for high cholesterol levels in the definition of the individual cardiovascular risk profile have been carefully analysed, while all available therapeutic options for blood cholesterol reduction and cardiovascular risk mitigation have been explored. Finally, this document outlines the diagnostic and therapeutic pathways for the clinical management of patients with hypercholesterolaemia.
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Affiliation(s)
- Michele Massimo Gulizia
- Italian Association of Hospital Cardiologists (ANMCO)
- Cardiology Department, Ospedale Garibaldi-Nesima, Azienda di Rilievo Nazionale e Alta Specializzazione ‘Garibaldi’, Via Palermo 636, 95122 Catania, Italy
| | | | | | | | | | | | | | - Ferruccio Ceriotti
- Italian Society of Clinical Biochemistry and Clinical Molecular Biology (SIBioC)
| | | | | | | | | | | | - Marcello Arca
- Italian Society for the Study of Arteriosclerosis (SISA)
| | | | | | | | - Raffaele Griffo
- Italian Group of Rehabilitation and Preventative Cardiology (GICR-IACPR)
| | | | | | | | | | | | | | | | | | | | | | | | - Enrico Pusineri
- Italian Society of Accredited Cardiology Hospital Care (SICOA)
| | - Marcello Ciaccio
- Italian Society of Clinical Biochemistry and Clinical Molecular Biology (SIBioC)
| | | | | | | | | | | | | | - Attilio Maseri
- Fondazione ‘per il Tuo cuore’ Heart Care Foundation Onlus
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Retrospective Study on the Impact of Adherence in Achieving Glycemic Goals in Type 2 Diabetes Mellitus Patients Receiving Canagliflozin. Adv Ther 2017; 34:937-953. [PMID: 28251556 DOI: 10.1007/s12325-017-0500-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Indexed: 01/07/2023]
Abstract
INTRODUCTION Adherence is poor among patients taking antihyperglycemic agents (AHAs) for type 2 diabetes mellitus (T2DM). Inadequate adherence has been linked to decreased glycemic control and increased healthcare costs and hospitalizations. We examined the impact of real-world adherence on glycemic control in T2DM patients treated with canagliflozin. METHODS This retrospective study used US administrative claims data from commercial and Medicare Advantage healthcare enrollees. Study subjects were adult T2DM patients with baseline HbA1c ≥7.0% and a pharmacy claim for canagliflozin between April 01, 2013 and August 31, 2014. Outcomes included treatment patterns, HbA1c reductions and goal attainment, pharmacy costs, and patient characteristics. Adherence, measured by the proportion of days covered (PDC), was calculated as the number of days of canagliflozin availability divided by the length of the follow-up period. Results were analyzed overall and compared between patients who were highly adherent (HA) (PDC ≥0.8) versus less than highly adherent (LHA) (PDC <0.8). RESULTS The study population included 2261 patients. At the end of follow-up, patients had an overall mean reduction in HbA1c of 0.97%. Those HA had larger reductions in HbA1c than those LHA (1.17% versus 0.73%, respectively, p < 0.001); 24.6% and 59.4% of patients achieved HbA1c goals of <7.0% and <8.0%, respectively. Highly adherent patients were more likely to achieve goals than those LHA. Less than highly adherent patients increased insulin use by 5.4% in the follow-up period, while HA patients decreased the use of most oral AHAs and had no change in insulin use. CONCLUSIONS Patients had an HbA1c reduction of 0.97% in the 12 months following the first canagliflozin fill. Highly adherent patients achieved a greater reduction in HbA1c at the end of the follow-up period and were more likely to reach HbA1c goals. Highly adherent patients also had reductions in the use of most oral AHAs, while LHA patients saw a small increase in insulin use.
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Dwyer AA, Tiemensma J, Quinton R, Pitteloud N, Morin D. Adherence to treatment in men with hypogonadotrophic hypogonadism. Clin Endocrinol (Oxf) 2017; 86:377-383. [PMID: 27647266 DOI: 10.1111/cen.13236] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 08/29/2016] [Accepted: 09/15/2016] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Men with congenital hypogonadotrophic hypogonadism (CHH) typically require lifelong hormonal therapy, and discontinuing treatment can have negative health consequences. Little is known about adherence to treatment or the psychosocial impact of CHH. DESIGN A sequential, multiple methods approach was used. A quantitative online survey assessed adherence to treatment, depressive symptoms and illness perceptions. Subsequently, qualitative focus groups explored patient-reported factors for adherence. PATIENTS Adult men with CHH on at least 1 year of treatment were recruited internationally. MEASUREMENTS Adherence (Morisky medication adherence scale), depressive symptoms (Zung self-rating depression scale) and patient perception of CHH (revised illness perception questionnaire) were assessed in an online survey, and comparisons were made to reference groups. Patient focus group discussions were conducted and thematic analysis was employed to identify patient-reported factors for adherence. RESULTS In total, 101 men on long-term treatment were included (mean age 37 ± 11 years). Forty three percent (43/101) exhibited low medication adherence and a significantly elevated prevalence of mild, moderate or severe depressive symptoms (27%, 17%, 20%, respectively, all P < 0·001 vs reference population). Patients reported negative illness perceptions and significant psychosocial consequences. Focus group discussions (n = 3, 26 total patients) identified patient-, health professional- and healthcare system-related barriers as targets for improving adherence. CONCLUSIONS Congenital hypogonadotrophic hypogonadism men are challenged to adhere to long-term treatment. Poor adherence may contribute to adverse effects on bone, sexual and psychological health. The psychosocial morbidity of CHH is significant and appears to be underappreciated by healthcare providers.
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Affiliation(s)
- Andrew A Dwyer
- Institute of Higher Education and Research in Healthcare, University of Lausanne, Lausanne, Switzerland
- Endocrinology, Diabetes & Metabolism Service of the Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Jitske Tiemensma
- Department of Psychology, University of California Merced, Merced, CA, USA
| | - Richard Quinton
- Department of Endocrinology, Institute for Human Genetics, University of Newcastle-upon-Tyne, Newcastle-upon-Tyne, UK
| | - Nelly Pitteloud
- Endocrinology, Diabetes & Metabolism Service of the Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
- Department of Physiology, Faculty of Biology & Medicine, University of Lausanne, Lausanne, Switzerland
| | - Diane Morin
- Institute of Higher Education and Research in Healthcare, University of Lausanne, Lausanne, Switzerland
- Faculty of Nursing Science, Laval University, Québec City, QC, Canada
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Ubalde-Lopez M, Delclos GL, Benavides FG, Calvo-Bonacho E, Gimeno D. The effect of multimorbidity on sickness absence by specific diagnoses. Occup Med (Lond) 2017; 67:93-100. [PMID: 27496547 DOI: 10.1093/occmed/kqw092] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND As the world's population ages, the prevalence of multiple chronic and non-chronic health-related conditions is increasing. Research on multimorbidity, the co-occurrence of two or more health-related conditions, has mainly involved patient and older populations. Its effect in working populations, presumably younger and healthier, is not well known but could conceivably affect sickness absence (SA) and ability to return to work. AIMS To examine the effect of multimorbidity on the incidence and duration of SA episodes by frequent diagnostic groups. METHODS A prospective study (in 2006-2008) of workers in Spain. Information on health-related conditions was gathered with a standardized questionnaire and used to construct a sex-specific multidimensional multimorbidity score (MDMS). In order to estimate the effect of MDMS on incidence and duration of SA episodes due to cardiovascular diseases (CVD), musculoskeletal disorders (MSD) and mental health disorders (MHD), we fitted Cox models adjusted by age, occupational social class and number of prior SA episodes for both sexes. RESULTS The study population was 372370. Men with high MDMS showed a trend towards higher incidence risk for SA due to CVD and MSD [adjusted hazard ratio (aHR) = 2.03; 95% confidence interval (CI) 1.48-2.78 and aHR = 1.20; 95% CI 1.01-1.43, respectively]. Women showed a similar trend for MSD, but MHD had the strongest association (aHR = 4.78; 95% CI 1.97-11.62) for high MDMS. In both sexes, the effect of MDMS was strongest among those without a prior SA. No consistent associations with SA duration were observed. CONCLUSIONS Multimorbidity increased the risk of incident musculoskeletal, mental and cardiovascular SA episodes but not their duration.
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Affiliation(s)
- M Ubalde-Lopez
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain
| | - G L Delclos
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain.,Southwest Center for Occupational and Environmental Health, Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public Health, Houston, TX 77225, USA
| | - F G Benavides
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain
| | - E Calvo-Bonacho
- Ibermutuamur (Mutua de Accidentes de Trabajo y Enfermedades Profesionales de la Seguridad Social 274), Madrid 28043, Spain
| | - D Gimeno
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain.,Southwest Center for Occupational and Environmental Health, Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public Health, San Antonio Campus, San Antonio, TX 78229, USA
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Association between Continuity of Care and Health-Related Quality of Life. J Am Board Fam Med 2017; 30:205-212. [PMID: 28379827 PMCID: PMC8565337 DOI: 10.3122/jabfm.2017.02.160225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Revised: 10/25/2016] [Accepted: 11/01/2016] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Patient-reported outcomes (PROs) are considered potential quality metrics for patients with multiple chronic medical conditions (MCC). Although continuity of care (COC) is an essential MCC care process, the association between common PROs and COC is unknown. METHODS We assessed baseline and two-year follow-up self-reported health status, physical, and emotional well-being, and COC in seniors with MCC. Using mixed effects models with repeated measures adjusting for age, gender, and morbidity, we assessed each outcome as a function of COC. RESULTS Of 2,078 seniors, 961 completed the initial survey and 806 completed follow-up. On a 0-100 scale, mean (sd) baseline self-reported health status, physical well-being, and emotional well-being were 48.7 (22.0), 36.4 (11.4), and 54.8 (9.0). On a 0 to 1 scale, mean baseline and 2-year COC were 0.24 (sd 0.22) and 0.22 (0.18). Follow-up self-reported health status, physical well-being, and emotional well-being were 48.8 (23.1), 36.5 (11.5), and 55.3 (8.8). In adjusted primary and secondary analyses using all available data, there were no associations between any outcomes and COC. CONCLUSION Given the measurement burden of quality assessment, negative associations between potential quality metrics and care processes are informative. Systematic assessment of PROs can inform patient-centered MCC care. However, PRO scores should be used with caution as quality measures.
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Patel V, Chatterji S. Integrating Mental Health In Care For Noncommunicable Diseases: An Imperative For Person-Centered Care. Health Aff (Millwood) 2017; 34:1498-505. [PMID: 26355051 DOI: 10.1377/hlthaff.2015.0791] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Mental disorders such as depression and alcohol use disorders often co-occur with other common noncommunicable diseases such as diabetes and heart disease. Furthermore, noncommunicable diseases are frequently encountered in patients with severe mental disorders such as schizophrenia. The pathways underlying the comorbidity of mental disorders and noncommunicable diseases are complex. For example, mental and physical noncommunicable diseases may have common environmental risk factors such as unhealthy lifestyles, and treatments for one condition may have side effects that increase the risk of another condition. Building on the robust evidence base for effective treatments for a range of mental disorders, there is now a growing evidence base for how such treatments can be integrated into the care of people with noncommunicable diseases. The best-established delivery model is a team approach that features a nonspecialist case manager who coordinates care with primary care physicians and specialists. This approach maximizes efficiencies in person-centered care, which are essential for achieving universal health coverage for both noncommunicable diseases and mental disorders. A number of research gaps remain, but there is sufficient evidence for policy makers to immediately implement measures to integrate mental health and noncommunicable disease care in primary care platforms.
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Affiliation(s)
- Vikram Patel
- Vikram Patel is a professor of international mental health at the London School of Hygiene and Tropical Medicine, in the United Kingdom. He is based in New Delhi, India, where he serves as joint director of the Centre for Chronic Conditions and Injuries at the Public Health Foundation of India
| | - Somnath Chatterji
- Somnath Chatterji is a team leader in the Department of Health Statistics and Information Systems at the World Health Organization, in Geneva, Switzerland
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Shiozawa A, Buysman EK, Korrer S. Serum uric acid levels and the risk of flares among gout patients in a US managed care setting. Curr Med Res Opin 2017; 33:117-124. [PMID: 27659103 DOI: 10.1080/03007995.2016.1239193] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE Serum uric acid (sUA) levels are causally associated with the risk of gout flares. Our aim was to assess the magnitude of the association and time to first flare among patients in a managed care setting. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study using administrative claims data from a large US health plan. Patients were required to have evidence of gout based on medical and pharmacy claims between January 2009 and April 2012. The 12 months prior to the index gout claim were used to assess baseline sUA levels; risk of gout flares, stratified by baseline sUA levels, was examined for 2 years post-index. Risk of flare was modeled with Cox proportional hazards; time to first flare was assessed by Kaplan-Meier. RESULTS We identified 18,008 patients with gout and available baseline SUA levels (mg/dL). The hazard ratios for the risk of gout flares compared with sUA <5.0 were: 1.17 for sUA 5.0 to <6.0; 1.69 for sUA 6.0 to <7.0; 2.16 for sUA 7.0 to <8.0; 2.87 for sUA 8.0 to <9.0; and 3.85 for sUA ≥9.0 (all p < .001 except for sUA 5.0 to <6.0 cohort). The time to first flare was shorter for cohorts with higher baseline sUA levels. CONCLUSION These findings confirm that higher sUA levels are associated with an increased risk of gout flares in a dose-response manner over 2 years. This data supports the need to treat to sUA target levels as recommended by recent gout care guidelines. Claims-based algorithms were used to identify gout flares; although this would not be expected to influence estimates of risk by sUA level, there may have been over- or under-estimation of the incidence of flares.
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Affiliation(s)
- Aki Shiozawa
- a Takeda Pharmaceuticals International Inc. , Deerfield , IL , USA
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