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Winberg D, Tang T, Ramsey Z, Bazzano AN, Nauman E, Li J, Lin Y, Shi L. Evaluating Financial Incentives as a Tool to Increase Medication Adherence for Patients with Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis. Diabetes Ther 2025; 16:527-545. [PMID: 39928226 PMCID: PMC11868475 DOI: 10.1007/s13300-025-01694-y] [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: 11/13/2024] [Accepted: 01/15/2025] [Indexed: 02/11/2025] Open
Abstract
INTRODUCTION Type 2 diabetes mellitus (T2DM) is a common chronic disease with high rates of complications. Although there are successful treatments, rates of medication non-adherence remain high. This study aims to evaluate the impact of financial incentives on medication adherence in people living with T2DM. METHODS PubMed, Scopus, and Embase were searched via the terms "medication adherence," "diabetes," and "financial/economic incentive." Data on study characteristics, incentive type, and impact were extracted. The outcome measures included the proportion of days covered (PDC), mean possession ratio (MPR), percent adherent (PDC/MPR > 80%), and others. Two pooled Bayesian meta-analyses were conducted, analyzing the mean differences in PDC or MPR and the percentage of adherent patients (MPR > 80%). RESULTS The search yielded 8244 results with 126 full-text articles reviewed. In total, 22 studies that met the inclusion criteria were included. Among these 22 studies, 16 reported that financial incentives significantly increased medication adherence in all, four reported that they did not lead to significant changes in adherence, and two studies reported differing results per subgroup. For the pooled meta-analyses, the effect of financial incentives on percent adherent was significant in three studies (weighted Cohen's D: 0.03, P = 0.02) and in the ten studies assessed PDC/MPR, financial incentives significantly increased adherence (weighted Cohen's D: 0.02, 95%, P < 0.01). CONCLUSION This systematic review and meta-analysis demonstrated that financial incentives lead to statistically significant but possibly clinically irrelevant increases in medication adherence for patients living with T2DM.
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Affiliation(s)
- Debra Winberg
- Department of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA
| | - Tiange Tang
- Department of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA
| | - Zachary Ramsey
- Tulane University School of Medicine, 1430 Tulane Ave, New Orleans, LA, 70112, USA
| | - Alessandra N Bazzano
- Department of Maternal and Child Health, University of North Carolina Chapel Hill School of Global Public Health, Chapel Hill, USA
| | - Elizabeth Nauman
- Louisiana Public Health Institute, 400 Poydras St Suite 1250, New Orleans, LA, 70130, USA
| | - Jian Li
- Department of Biostatistics, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, New Orleans, LA, 70112, USA
| | - Yilu Lin
- Department of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA
| | - Lizheng Shi
- Department of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA.
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Tenreiro K, Hatipoglu B. Mind Matters: Mental Health and Diabetes Management. J Clin Endocrinol Metab 2025; 110:S131-S136. [PMID: 39998923 DOI: 10.1210/clinem/dgae607] [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: 06/05/2024] [Indexed: 02/27/2025]
Abstract
CONTEXT Managing diabetes is an intensive, lifelong responsibility that significantly impacts a person's mental health and diabetes outcomes such as glycemic stability and complications. This mini-review examines the research leading to this conclusion as well as the implications for screening and treatment of mental health issues in people with diabetes within an interdisciplinary care model. EVIDENCE ACQUISITION We searched the literature for the past 10 years, including original articles, reviews, and meta-analyses from PubMed and OVID using the search terms diabetes and mental health. EVIDENCE SYNTHESIS Diabetes is a lifelong burden, and people with the disease grapple with intensive management, financial burden, fear of hypoglycemia, chronic hyperglycemia complications, and diabetes stigma. These stressors have a debilitating emotional impact, making it difficult to carry out diabetes care tasks, which in turn is associated with poorer short-term glycemic stability and greater mental health symptoms. Psychological syndromes related to a diabetes diagnosis, management, or coping with the disease include major depressive disorder, diabetes distress, anxiety, and eating disorders. Providers managing people with diabetes can leverage 4 validated screening instruments to assess for these syndromes. The main psychological interventions studied to treat these mental health conditions include cognitive behavioral therapy, cognitive conceptualization, dialectical behavioral therapy, relational therapy, and psychoeducation. CONCLUSION It is pertinent to address the mental health of people with diabetes as rates of psychological syndromes are significantly higher than among those without diabetes. Interdisciplinary care involving endocrinologists, mental health providers, diabetes educators, and medical nutritionists could improve diabetes self-care and glycemic control.
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Affiliation(s)
- Karen Tenreiro
- University Hospitals Health System, Cleveland, OH 44106, USA
| | - Betul Hatipoglu
- Diabetes and Metabolic Care Center, Division of Endocrinology, Department of Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
- School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA
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De Tran V, Nguyen MC, Nguyen THY, Tran TT, Dewey RS. Cost-related medication nonadherence in the Mekong Delta, Vietnam. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2025; 33:64-72. [PMID: 39657163 DOI: 10.1093/ijpp/riae065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 11/30/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND Cost-related nonadherence (CRN) to prescription medication has been shown to affect healthcare outcomes. While CRN has been reported in many countries globally, it has not been fully characterized in Vietnam. OBJECTIVES This study was conducted to determine CRN rates and factors associated with CRN among pharmacy customers in the Mekong Delta, Vietnam. METHODS A cross-sectional research design used printed self-administered questionnaires in Vietnamese distributed to customers of private pharmacies and pharmacy chains in the Mekong Delta from January to March 2024. RESULTS Of the 1546 respondents, 49.9% reported experiencing CRN, with the most commonly reported action being delaying filling a prescription (38.2%). Compared to participants aged ≥65 years, those aged 18-44 years were 2.5 times more likely to report CRN, with an adjusted odds ratio (aOR) of 2.51 (95% confidence interval [CI]: 1.55-4.06). Poorer self-reported health status was a strong predictor of CRN (aOR = 3.72; 95% CI: 2.32-5.95) compared to better self-reported health status. Having more prescriptions was a strong predictor of CRN (aOR = 2.25; 95% CI: 1.70-2.98) compared to having fewer prescriptions. The presence of chronic conditions was associated with being 2.5 times more likely to report CRN (aOR = 2.46; 95% CI: 1.71-3.55) compared to those without chronic conditions. CONCLUSIONS Nearly half of the participants experienced CRN. The findings of this study showed that implementing public health initiatives, such as routine care, in-person and telephone counseling, and educational programs by pharmacists, is necessary to reduce CRN among the population of the Mekong Delta. More studies are needed to help inform policymakers on how to reduce CRN and improve access to medications.
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Affiliation(s)
- Van De Tran
- Department of Health Organization and Management, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu, Can Tho 900000, Vietnam
| | - Minh Cuong Nguyen
- Faculty of Pharmacy, Nam Can Tho University, 168 Nguyen Van Cu Ext, Can Tho 900000, Vietnam
| | - Thi Hai Yen Nguyen
- Department of Drug Administration, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu, Can Tho 900000, Vietnam
| | - Thi Thu Tran
- Faculty of Traditional Medicine, Can Tho University of Medicine and Pharmacy, 179 Nguyen Van Cu, Can Tho 900000, Vietnam
| | - Rebecca Susan Dewey
- Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, University Park, Nottingham NG7 2RD, United Kingdom
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Winberg D, Nauman E, Shi L, Mohundro BL, Louis K, Price-Haywood EG, Tang T, Bazzano AN. Stakeholder perspectives on facilitators and barriers to implementing a zero-dollar copay program for chronic conditions study. Health Res Policy Syst 2025; 23:6. [PMID: 39762862 PMCID: PMC11702045 DOI: 10.1186/s12961-024-01278-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 12/13/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Type 2 diabetes mellitus (T2D) remains a pressing public health concern. Despite advancements in antidiabetic medications, suboptimal medication adherence persists among many individuals with T2D, often due to the high cost of medications. To combat this issue, Blue Cross and Blue Shield of Louisiana (Blue Cross) introduced the $0 Drug Copay (ZDC) program, providing $0 copays for select drugs. This study sought to explore barriers and facilitators to the successful implementation of Blue Cross's ZDC program (updated version). METHODS Focus group discussions and interviews were conducted with health plan leadership, health coaches and providers who participate in the health plan organization's healthcare quality improvement program. Focus group discussions and semi-structured interviews were conducted between October 2022 and July 2023. Discussion guides were developed collaboratively and tailored to each participant group. Interviews were recorded, transcribed and analysed using NVivo® qualitative analysis software. A descriptive, qualitative analysis was conducted, resulting in the identification of seven codes and subsequent candidate themes. RESULTS In total, 15 participants were interviewed: 6 were Blue Cross administrators, 5 were health coaches and 4 were Quality Blue providers. Overall, participants had positive feedback on the ZDC program and perceived that it has significant benefits for patients and the health system but could be improved, and four themes related to implementation barriers and facilitators, effectiveness and potential areas of improvement were identified: (1) the ZDC program reduces friction for patients, prescribers and the health system; (2) the program is aligned with the values of health systems, insurers and providers, facilitating implementation success; (3) expanding coverage (drug classes and conditions) and education (for providers and patients) could maximize program benefits; and (4) coronavirus disease 2019 (COVID-19) did not negatively impact program administration because the $0 copay was programmed at the benefit level. CONCLUSIONS The ZDC program aligns goals and can benefit patients, providers and patients. The program can have the largest potential if it is expanded to include new medications and new conditions, and if there is more education for patients and providers. Regardless of challenges, reduced-copay programs have the potential to improve medication adherence, improve HbA1C control and improve overall health outcomes. Trial Registration This study was approved by the Tulane University Institutional Review Board, IRB #2020-1986.
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Affiliation(s)
- Debra Winberg
- School of Public Health and Tropical Medicine, Celia Scott Weatherhead School of Public Health and Tropical Medicine, Tulane University, 1440 Canal St, New Orleans, LA, 70112, United States of America.
| | - Elizabeth Nauman
- Louisiana Public Health Institute, New Orleans, United States of America
| | - Lizheng Shi
- School of Public Health and Tropical Medicine, Celia Scott Weatherhead School of Public Health and Tropical Medicine, Tulane University, 1440 Canal St, New Orleans, LA, 70112, United States of America
| | - Brice L Mohundro
- Blue Cross and Blue Shield of Louisiana, Baton Rouge, United States of America
| | - Kelly Louis
- Blue Cross and Blue Shield of Louisiana, Baton Rouge, United States of America
| | | | - Tiange Tang
- School of Public Health and Tropical Medicine, Celia Scott Weatherhead School of Public Health and Tropical Medicine, Tulane University, 1440 Canal St, New Orleans, LA, 70112, United States of America
| | - Alessandra N Bazzano
- Department of Maternal and Child Health, University of North Carolina Chapel Hill School of Global Public Health, Chapel Hill, United States of America
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ElSayed NA, McCoy RG, Aleppo G, Bajaj M, Balapattabi K, Beverly EA, Briggs Early K, Bruemmer D, Echouffo-Tcheugui JB, Ekhlaspour L, Gaglia JL, Garg R, Girotra M, Khunti K, Lal R, Lingvay I, Matfin G, Neumiller JJ, Pandya N, Pekas EJ, Pilla SJ, Polsky S, Segal AR, Seley JJ, Stanton RC, Bannuru RR. 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes-2025. Diabetes Care 2025; 48:S181-S206. [PMID: 39651989 PMCID: PMC11635045 DOI: 10.2337/dc25-s009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
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Habka D, Hsu WC, Antoun J. Economic Evaluation of Fasting Mimicking Diet Versus Standard Care in Diabetic Patients on Dual or Triple Medications at Baseline in the United States: A Cost-Utility Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2025; 28:51-59. [PMID: 39343090 DOI: 10.1016/j.jval.2024.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 07/24/2024] [Accepted: 08/14/2024] [Indexed: 10/01/2024]
Abstract
OBJECTIVES According to most guidelines, dietary interventions are essential in the management of diabetes. Fasting has emerged as potential therapeutic regimes for diabetes. The proof-of-concept study and the fasting in diabetes treatment trial are the first to explore the clinical impact of the Fasting Mimicking Diet (FMD) in patients with type 2 diabetes mellitus. Their results showed that FMD cycles improve glycemic management and can be integrated into usual care complementary to current guidelines. This economic evaluation aims to assess the 10-year quality-of-life effects, cost implications, and cost-effectiveness of adding a 3-year FMD program to diabetes standard care in diabetic population on dual or triple medications at baseline from the perspective of the US payer. METHODS We constructed a microsimulation model in TreeAge using a published US-specific diabetes model. The model was populated using FMD effectiveness outcomes and publicly available clinical and economic data associated with diabetes complications, use of diabetes medications, hypoglycemia incidence, direct medical costs in 2021 USD, quality of life, and mortality. All benefits were discounted by 3%. RESULTS This cost-utility analysis showed that the FMD program was associated with 11.4% less diabetes complications, 67.2% less overall diabetes medication use, and 45.0% less hypoglycemia events over the 10-year simulation period. The program generated an additional effectiveness benefit of 0.211 quality-adjusted life year and net monetary benefit of 41 613 USD per simulated patient. Thus, the FMD program is cost saving. CONCLUSIONS These results indicate that the FMD program is a beneficial first-line strategy in T2DM management.
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Lim D, Woo K. Medication adherence and related factors among older adults with type 2 diabetes who use home health care. Geriatr Nurs 2025; 61:270-277. [PMID: 39566237 DOI: 10.1016/j.gerinurse.2024.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 10/16/2024] [Accepted: 11/04/2024] [Indexed: 11/22/2024]
Abstract
Medication adherence is important for diabetes management, to reduce complications and mortality. Home health care (HHC) has been recognized as a solution for medication adherence, because it provides easy community access and implementation of interventions. However, little is known about the relationship between HHC and medication adherence. Therefore, this study aimed to identify medication adherence and associated factors among older adults receiving HHC for type 2 diabetes, analyzing dispensing records in South Korea. The patients' average medication possession ratio was 88.5 %, with 64.6 % categorized as the adherence group. Factors affecting medication adherence included the number of HHC advanced practice nurses with specific certifications, out-of-pocket medication costs, sex, age, residence, dementia or cognitive impairment, the number of concomitant medications, and the Charlson Comorbidity Index. Notably, a higher number of HHC advanced practice nurses with specific certifications were significantly associated with adherence, suggesting that HHC could be an alternative approach to enhance medication adherence.
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Affiliation(s)
- Doyeon Lim
- College of Nursing, Seoul National University, Seoul, Republic of Korea
| | - Kyungmi Woo
- College of Nursing, Seoul National University, Seoul, Republic of Korea; Center for World-leading Human-care Nurse Leaders for the Future by Brain Korea 21 (BK 21) four project, College of Nursing, Seoul National University, Seoul, Republic of Korea.
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8
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Hung CT, Erickson SR, Wu CH. Cost-related non-adherence to medications among adults with asthma in the USA, 2011-2022. Thorax 2024; 80:16-23. [PMID: 39653518 DOI: 10.1136/thorax-2024-221778] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 10/20/2024] [Indexed: 12/25/2024]
Abstract
BACKGROUND Uncontrolled asthma is possibly caused by medication non-adherence, and financial hardship can be a major contributor to non-adherence. Since economic conditions and asthma management have changed over time, a comprehensive investigation of cost-related medication non-adherence (CRN) among adults with asthma is crucial. OBJECTIVE To evaluate trends, prevalence and determinants of CRN, and its impact on asthma control among US adults with asthma. METHODS Data from 2011 to 2022 National Health Interview Survey were used. Joinpoint regression analysis was used to evaluate trends in the prevalence of CRN. A multivariable logistic regression model was used to identify factors associated with CRN. Two additional multivariable logistic regression models were used to examine associations between CRN and asthma-related adverse events, including asthma attacks and emergency room (ER) visits for asthma. RESULTS A total of 30 793 adults with asthma were included, representing 8.1% (19.38 million) of the US population. From 2011 to 2022, a declining trend in the prevalence of CRN among US adults with asthma was observed. Approximately every one in six adults with asthma was non-adherent to medications due to cost. Several factors, including demographics and comorbidities, were associated with CRN. Adults with asthma who had CRN were at an increased risk of experiencing asthma attacks (adjusted OR, 1.95; 95% CI 1.78 to 2.13) and ER visits for asthma (adjusted OR, 1.63; 95% CI 1.44 to 1.84). CONCLUSION Since asthma is one of the leading chronic diseases, the burden of cost-related non-adherence to medications highlights the need for appropriate policies and social supports to address such problems.
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Affiliation(s)
- Chun-Tse Hung
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Steven R Erickson
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, Michigan, USA
| | - Chung-Hsuen Wu
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
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Shah KM, Taing M, Zhong A, Kohli K, Shah RM, Hsiao LL. Cost-Related Medication Nonadherence among Adults with Kidney Disease in the United States. Clin J Am Soc Nephrol 2024; 19:1485-1487. [PMID: 39115862 PMCID: PMC11556907 DOI: 10.2215/cjn.0000000000000543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Affiliation(s)
| | - Monica Taing
- Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | | | | | | | - Li-Li Hsiao
- Harvard Medical School, Boston, Massachusetts
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
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Abe T, Takeda Y, Sakuma I, Okada M, Kurigaki A, Bessho R, Sato M, Kitsunai H, Takiyama Y, Sakurai M. Efficacy of Alogliptin/Metformin Fixed-Dose Combination Tablets and Vildagliptin/Metformin Fixed-Dose Combination Tablets on Glycemic Control in Real-World Clinical Practice for the Patients with Type 2 Diabetes: A Multicenter, Open-Label, Randomized, Parallel Group, Comparative Trial. Metab Syndr Relat Disord 2024; 22:651-660. [PMID: 39421912 DOI: 10.1089/met.2024.0127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024] Open
Abstract
Background: This study was aimed to compare the efficacy of two combination tablets of dipeptidyl peptidase-4 (DPP-4) inhibitors and metformin with different dosages, alogliptin/metformin (AM) and vildagliptin/metformin (VM), on glycemic control in patients with type 2 diabetes (T2D). Methods: This was a prospective, multicenter, open-label, randomized, parallel group, comparative trial. After a run-in period of treatment with metformin alone, a total of 59 Japanese outpatients with T2D, aged 20-79 years with glycated hemoglobin (HbA1c) levels of 6.5%-10% were randomly assigned to 12-week AM treatment, alogliptin 25 mg/metformin 500 mg combination tablet orally once a day, or VM treatment, vildagliptin 50 mg/metformin 250 mg combination tablet orally twice a day. The primary endpoints were the changes in HbA1c and fasting plasma glucose (FPG) levels from baseline to week 12 between the two groups. Blinded intermittently scanned continuous glucose monitoring (isCGM) was performed between weeks 10 and 12. The incidence of adverse events during the study was also evaluated. Results: In all, 52 participants were analyzed. Significant decreases in HbA1c and FPG levels from baseline to week 12 were observed in both treatment groups. However, there were no significant differences between the AM and VM groups in the change in HbA1c level (-0.3% and -0.4%, P = 0.309) or the FPG level (-9.0 and -15.0 mg/dL, P = 0.789). The isCGM revealed that both treatments achieved the recommended glycemic target range. No adverse events, such as severe hypoglycemia, were observed in either group. Conclusions: We concluded that there were no significant differences in the efficacy of two combination tablets of DPP-4 inhibitors and metformin with different dosages on glycemic control in patients with T2D.
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Affiliation(s)
- Tomoe Abe
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
- Sapporo Diabetes and Thyroid Clinic, Sapporo, Japan
| | - Yasutaka Takeda
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
- Department of Diabetology and Endocrinology, Kanazawa Medical University, Uchinada, Japan
| | - Ichiro Sakuma
- Caress Sapporo Hokko Memorial Clinic, Sapporo, Japan
| | | | - Ayaka Kurigaki
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
| | - Ryoichi Bessho
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
| | - Mao Sato
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
| | - Hiroya Kitsunai
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
| | - Yumi Takiyama
- Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Japan
| | - Masaru Sakurai
- Department of Social and Environmental Medicine, Kanazawa Medical University, Uchinada, Japan
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Zhang S, Staples AE. Microfluidic-based systems for the management of diabetes. Drug Deliv Transl Res 2024; 14:2989-3008. [PMID: 38509342 PMCID: PMC11445324 DOI: 10.1007/s13346-024-01569-y] [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] [Accepted: 03/04/2024] [Indexed: 03/22/2024]
Abstract
Diabetes currently affects approximately 500 million people worldwide and is one of the most common causes of mortality in the United States. To diagnose and monitor diabetes, finger-prick blood glucose testing has long been used as the clinical gold standard. For diabetes treatment, insulin is typically delivered subcutaneously through cannula-based syringes, pens, or pumps in almost all type 1 diabetic (T1D) patients and some type 2 diabetic (T2D) patients. These painful, invasive approaches can cause non-adherence to glucose testing and insulin therapy. To address these problems, researchers have developed miniaturized blood glucose testing devices as well as microfluidic platforms for non-invasive glucose testing through other body fluids. In addition, glycated hemoglobin (HbA1c), insulin levels, and cellular biomechanics-related metrics have also been considered for microfluidic-based diabetes diagnosis. For the treatment of diabetes, insulin has been delivered transdermally through microdevices, mostly through microneedle array-based, minimally invasive injections. Researchers have also developed microfluidic platforms for oral, intraperitoneal, and inhalation-based delivery of insulin. For T2D patients, metformin, glucagon-like peptide 1 (GLP-1), and GLP-1 receptor agonists have also been delivered using microfluidic technologies. Thus far, clinical studies have been widely performed on microfluidic-based diabetes monitoring, especially glucose sensing, yet technologies for the delivery of insulin and other drugs to diabetic patients with microfluidics are still mostly in the preclinical stage. This article provides a concise review of the role of microfluidic devices in the diagnosis and monitoring of diabetes, as well as the delivery of pharmaceuticals to treat diabetes using microfluidic technologies in the recent literature.
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Affiliation(s)
- Shuyu Zhang
- Virginia Tech-Wake Forest School of Biomedical Engineering and Sciences, Blacksburg, VA, 24061, USA.
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, 24061, USA.
| | - Anne E Staples
- Virginia Tech-Wake Forest School of Biomedical Engineering and Sciences, Blacksburg, VA, 24061, USA
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, 24061, USA
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Fernández-Rodrigo MT, Hoyo MLLD, Urcola-Pardo F, Subirón-Valera AB, Rodríguez-Roca B, Gracia-Ruiz DC, Gómez-Borao MM, Andaluz-Funcia MT, Artigas-Alcázar AB, Roy-Delgado JF. Treatment adherence and wellness, nutrition, and physical activity outcomes of diabetic patients with comorbid depression during the 18-month follow-up of the TELE-DD study. Worldviews Evid Based Nurs 2024; 21:582-591. [PMID: 39315533 DOI: 10.1111/wvn.12744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 07/31/2024] [Accepted: 08/04/2024] [Indexed: 09/25/2024]
Abstract
BACKGROUND A good adherence to pharmacological treatment in chronic pathologies such as type 2 diabetes and clinical depression is essential to improve illness prognosis. AIMS The main goal of the TELE-DD study was to analyze the effectiveness of a telephone, psychoeducational, and individualized intervention carried out by nurses in patients with type 2 diabetes mellitus and comorbid clinical depression with prior nonadherence to pharmacological treatment. In this paper, we describe and analyze secondary outcomes of the trial intervention. METHODS A prospective cohort study was used to assess the effectiveness of a telephonic intervention (IG) in n = 191 participants with a similar control group (CG). Adherence to pharmacological treatment was assessed using the patient's self-perceived adherence questionnaire. In addition to clinical (HbAc1, HDL, LDL), physical (body mass index, blood pressure) and psychological measures (Patient Health Questionnaire-9 affective state), and psychosocial distress due to Diabetes Distress Scale Questionnaire at 3, 6, 12, and 18 months of follow-up were also analyzed. RESULTS The proportion of "Total Adherents" in the IG was higher throughout the study. This was particularly true at month 18 of the intervention. Self-perceived adherence rates increased by 27.1% in the IG and by 1.1% in the CG. Results of clinical and physical measures were higher in the IG than in the CG at month 18 of the intervention. LINKING EVIDENCE TO ACTION The interview based on positive reinforcement as well as individualized attention and flexibility in making telephone calls and dissemination of the intervention in the media closest to the patients were key to achieving good participation and collaboration as well as continuity in adherence to treatment and self-care.
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Affiliation(s)
- María Teresa Fernández-Rodrigo
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, Zaragoza, Spain
- SAPIENF (B53_23R) Aragón, Aragón, Spain
- Institute for Research in Environmental Sciences of Aragón (IUCA), Zaragoza, Spain
| | - María Luisa Lozano-Del Hoyo
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, Zaragoza, Spain
- SAPIENF (B53_23R) Aragón, Aragón, Spain
- Health Center Fuentes Norte, Aragon Health Service (SALUD), Zaragoza, Spain
| | - Fernando Urcola-Pardo
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, Zaragoza, Spain
- SAPIENF (B53_23R) Aragón, Aragón, Spain
- Institute for Research in Environmental Sciences of Aragón (IUCA), Zaragoza, Spain
| | - Ana Belén Subirón-Valera
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, Zaragoza, Spain
- SAPIENF (B53_23R) Aragón, Aragón, Spain
- Research Group Sector III Healthcare (GIIS081), Institute of Research of Aragón, Zaragoza, Spain
| | - Beatriz Rodríguez-Roca
- Department of Physiatry and Nursing, Faculty of Health Sciences, University of Zaragoza, Zaragoza, Spain
- SAPIENF (B53_23R) Aragón, Aragón, Spain
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13
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Yee J, Feldman CH, Oakes EG, Ellrodt J, Guan H, Choi MY, Karlson EW, Costenbader KH. Cost-Related Medication Behaviors for Patients With and Without Systemic Autoimmune Rheumatic Diseases. Arthritis Care Res (Hoboken) 2024. [PMID: 39313475 DOI: 10.1002/acr.25442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 09/10/2024] [Accepted: 09/13/2024] [Indexed: 09/25/2024]
Abstract
OBJECTIVE Medication nonadherence challenges the management of systemic autoimmune rheumatic diseases (SARDs). We investigated cost-related medication behaviors among patients with SARDs, and compared them to those of patients without SARDs, in a large diverse cohort across the United States. METHODS As part of the All of Us (version 7), a nationwide diverse adult cohort with linked electronic health records begun in 2017, participants completed questionnaires concerning cost-related medication behaviors. Chi-square tests compared responses between patients with SARDs, by disease and medication type, and to those without SARDs. Logistic regression analyses were used to calculate odds ratios (95% confidence intervals [CIs]). RESULTS We analyzed data from 3,997 patients with SARDs and 73,990 participants without SARDs. After adjustment, patients with versus without SARDs had 1.56 times increased odds of reporting unaffordability of prescription medicines (95% CI 1.43-1.70), 1.43 times increased odds of cost-related medication nonadherence (95% CI 1.31-1.56), and 1.23 times increased odds of using cost-reducing strategies (95% CI 1.14-1.32). Patients with SARDs who reported unaffordability were 16.5% less likely to receive a disease-modifying drug (95% CI 0.70-0.99) but 18.1% more likely to receive glucocorticoids (95% CI 0.99-1.42). In addition, unaffordability of prescription medicines was likely to have 1.27 times increased odds of one to two emergency room visits per year (95% CI 1.03-1.57) and 1.38-fold increased odds of three or more emergency room visits per year (95% CI 0.96-1.99). CONCLUSION In this large diverse cohort, patients with versus without SARDs had more self-reported cost-related medication behaviors, and those who reported medication unaffordability received fewer disease-modifying drugs and had more emergency room visits.
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Affiliation(s)
- Jeong Yee
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Candace H Feldman
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Emily G Oakes
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jack Ellrodt
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hongshu Guan
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - May Y Choi
- Cumming School of Medicine, University of Calgary, Calgary, Canada
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O'Malley DM, Alavi S, Tsui J, Abraham CM, Ohman-Strickland P. Racial and Ethnic Differences in Diabetes Care Quality in A National Sample of Cancer Survivors Relative to Non-Cancer Controls. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02156-0. [PMID: 39230653 DOI: 10.1007/s40615-024-02156-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 07/31/2024] [Accepted: 08/25/2024] [Indexed: 09/05/2024]
Abstract
BACKGROUND Among cancer survivors, diabetes is associated with greater morbidity and mortality. The objective of this study is to describe racial/ethnic disparities in diabetes care quality (DCQ) among cancer survivors compared to non-cancer controls. METHODS We used Medical Expenditure Panel Survey Household Component data (2010-2018). Black, non-Hispanic White (NHW), and Hispanic respondents diagnosed with diabetes and cancer were frequency matched 1:5 to non-cancer controls. Multivariable logistic regression estimated associations for specific indices and overall DCQ by race/ethnicity stratified by cancer site/status in partially adjusted (not controlling for socioeconomic indicators) and fully adjusted models. RESULTS The final sample of 4775 included cancer survivors (n = 907 all cancers; n = 401 breast; n = 167 colon; n = 339 prostate) and non-cancer controls (n = 3868) matched by age, race/ethnicity, and year. In partially adjusted models, Black (adjusted odds ratio, AOR) 0.67 [95% CI 0.54-0.83]) and Hispanic (AOR 0.68 [95% CI 0.54-0.87]) non-cancer controls had significant disparities for overall DCQ compared to NHWs. Among cancer survivors, DCQ disparities for Black (AOR 0.62, [95% CI 0.4-0.96]) and Hispanics (AOR 0.60, [95% CI 0.38-0.97]) were identified. Among prostate cancer survivors, DCQ disparities were identified for Blacks (AOR 0.38; [95% CI 0.20-0.72]) and Hispanics (AOR 0.39; [95% CI 0.17-0.89]) compared to NHWs. Racial disparities among Black controls and Black prostate cancer survivors remained significant in fully adjusted models. CONCLUSION Diabetes care disparities are evident among cancer survivors and salient among non-cancer controls. Strategies to promote health equity should target specific care indices among survivors and emphasize equitable DCQ strategies among Black and Hispanic communities.
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Affiliation(s)
- Denalee M O'Malley
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA.
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA.
| | - Sarah Alavi
- Rutgers School of Public Health, Department of Epidemiology and Biostatistics, Piscataway, NJ, USA
| | - Jennifer Tsui
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Cilgy M Abraham
- Georgetown University Law Center, Georgetown University, Washington, DC, USA
| | - Pamela Ohman-Strickland
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Rutgers School of Public Health, Department of Epidemiology and Biostatistics, Piscataway, NJ, USA
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15
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Bouchi R, Kondo T, Ohta Y, Goto A, Tanaka D, Satoh H, Yabe D, Nishimura R, Harada N, Kamiya H, Suzuki R, Yamauchi T. A consensus statement from the Japan Diabetes Society: A proposed algorithm for pharmacotherapy in people with type 2 diabetes - 2nd edition (English version). J Diabetes Investig 2024; 15:1326-1342. [PMID: 38988282 PMCID: PMC11363114 DOI: 10.1111/jdi.14202] [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] [Received: 03/12/2024] [Revised: 03/12/2024] [Accepted: 03/13/2024] [Indexed: 07/12/2024] Open
Abstract
This algorithm was issued for the appropriate use of drugs for the treatment of type 2 diabetes mellitus in Japan. The revisions include safety considerations, fatty liver disease as a comorbidity to be taken into account and the position of tirzepatide.
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Affiliation(s)
- Ryotaro Bouchi
- Diabetes and Metabolism Information Center, Diabetes Research CenterNational Center for Global Health and MedicineTokyoJapan
| | - Tatsuya Kondo
- Department of Diabetes, Metabolism and EndocrinologyKumamoto University HospitalKumamotoJapan
| | - Yasuharu Ohta
- Division of Endocrinology, Metabolism, Hematological Sciences and TherapeuticsYamaguchi University Graduate School of MedicineYamaguchiJapan
| | - Atsushi Goto
- Department of Health Data Science, Graduate School of Data ScienceYokohama City UniversityYokohamaJapan
| | - Daisuke Tanaka
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hiroaki Satoh
- Department of Diabetes and EndocrinologyJuntendo University Urayasu HospitalChibaJapan
| | - Daisuke Yabe
- Department of Diabetes, Endocrinology and Metabolism and Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Rimei Nishimura
- Division of Diabetes, Metabolism and EndocrinologyJikei University School of MedicineTokyoJapan
| | - Norio Harada
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hideki Kamiya
- Division of Diabetes, Department of Internal MedicineAichi Medical UniversityNagakuteJapan
| | - Ryo Suzuki
- Department of Diabetes, Metabolism and EndocrinologyTokyo Medical UniversityTokyoJapan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic DiseasesUniversity of Tokyo Graduate School of MedicineTokyoJapan
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16
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Giannouchos TV, Ukert B, Buchmueller T. Health Outcome Changes in Individuals With Type 1 Diabetes After a State-Level Insulin Copayment Cap. JAMA Netw Open 2024; 7:e2425280. [PMID: 39141389 PMCID: PMC11325206 DOI: 10.1001/jamanetworkopen.2024.25280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 05/30/2024] [Indexed: 08/15/2024] Open
Abstract
Importance Many insulin users ration doses due to high out-of-pocket costs. Starting January 2020 with Colorado, 25 states and the District of Columbia enacted laws that cap insulin copayments. Objective To estimate the association of Colorado's $100 copayment cap with out-of-pocket spending, medication adherence, and health care services utilization for diabetes-related complications. Design, Setting, and Participants In this cohort study using Colorado's All-Payer Claims Database, nonelderly insulin users with type 1 diabetes were analyzed from January 2019 to December 2020. Outcome changes were compared in the prepolicy and postpolicy period among individuals continuously enrolled in state-regulated and non-state-regulated plans using difference-in-differences regressions. Subgroup analyses were conducted based on individuals' prepolicy spending (low: never ≥$100 out-of-pocket vs high: ≥$100 out-of-pocket cost at least once). Data were analyzed from June 2023 to May 2024. Exposure Enrollment in state-regulated health insurance plans subject to the copayment cap legislation. Main Outcomes and Measures Adherence to basal and bolus insulin treatment was evaluated using the proportion of days covered measure, out-of-pocket spending reflected prescription cost for a 30-day supply, and health care utilization for diabetes-related complications was identified using primary diagnosis codes from medical claims data. Results The panel included 1629 individuals with type 1 diabetes (39 096 person-months), of which 924 were male (56.7%), 540 (33.1%) had 1 or more comorbidities, and the mean (SD) age was 40.6 (15.9) years. Overall, the copayment cap was associated with out-of-pocket spending declines of $17.3 (95% CI, -$27.3 to -$7.3) for basal and $11.5 (95% CI, -$24.7 to $1.7) for bolus insulins and increases in adherence of 3.2 (95% CI, 0.0 to 6.5) percentage points for basal and 3.3 (95% CI, 0.3 to 6.4) percentage points for bolus insulins. Changes in adherence were associated with increases within the prepolicy high-spending group (basal, 9.9; 95% CI, 2.4 to 17.4 percentage points; bolus, 13.0; 95% CI, 5.1 to 20.9 percentage points). The policy was also associated with a mean reduction of -0.09 (95% CI, -0.16 to -0.02) medical claims for diabetes-related complications per person per month among high spenders, a 30% decrease. Conclusions and Relevance In this cohort study of Colorado's insulin copayment cap among individuals with type 1 diabetes, the policy was associated with an overall decline in out-of-pocket spending, an increase in medication adherence, and a decline in claims for diabetes-related complications only among insulin users who spent more than $100 in the prepolicy period at least once.
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Affiliation(s)
- Theodoros V. Giannouchos
- Department of Health Policy and Organization, School of Public Health, The University of Alabama at Birmingham
- Center for Outcomes and Effectiveness Research and Education, Heersink School of Medicine, The University of Alabama at Birmingham
| | - Benjamin Ukert
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station
| | - Thomas Buchmueller
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor
- Office of the Assistant Secretary for Planning and Evaluation, US Department of Health and Human Services, Washington, DC
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17
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Ukert BD, Giannouchos TV, Buchmueller TC. Colorado Insulin Copay Cap: Lower Out-Of-Pocket Payments, Increased Prescription Volume And Days' Supply. Health Aff (Millwood) 2024; 43:1147-1155. [PMID: 39102595 DOI: 10.1377/hlthaff.2023.01592] [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: 08/07/2024]
Abstract
In 2020, Colorado became the first state to cap out-of-pocket spending for insulin prescriptions, requiring fully insured health plans to cap out-of-pocket spending at $100 for a thirty-day supply. We provide the first evidence on the association of Colorado's Insulin Affordability Program with patient out-of-pocket spending, the amounts paid by plans per insulin prescription, and prescription filling. Using statewide claims data from the period 2018-21, we focused on the first two years that the copay cap law was in effect. We found that Colorado's Insulin Affordability Program was associated with significant reductions in out-of-pocket spending for insulin prescriptions, with the mean out-of-pocket payment per thirty-day supply falling nearly in half (from $62.59 to $35.64). Average plan payments increased slightly more ($31.39) than the decrease in out-of-pocket spending, as the total amount paid per prescription increased by about 1 percent. The average insulin user realized annual savings of $184, while the mean number of fills and the mean days' supply per year increased by 4.2 percent and 11.4 percent, respectively.
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Affiliation(s)
- Benjamin D Ukert
- Benjamin D. Ukert , Texas A&M University, College Station, Texas, and Elevance Health, Indianapolis, Indiana
| | | | - Thomas C Buchmueller
- Thomas C. Buchmueller, Department of Health and Human Services, Washington, D.C., and University of Michigan. Ann Arbor, Michigan
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18
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Bouchi R, Kondo T, Ohta Y, Goto A, Tanaka D, Satoh H, Yabe D, Nishimura R, Harada N, Kamiya H, Suzuki R, Yamauchi T. A consensus statement from the Japan Diabetes Society (JDS): a proposed algorithm for pharmacotherapy in people with type 2 diabetes-2nd Edition (English version). Diabetol Int 2024; 15:327-345. [PMID: 39101173 PMCID: PMC11291844 DOI: 10.1007/s13340-024-00723-8] [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: 01/25/2024] [Accepted: 02/08/2024] [Indexed: 08/06/2024]
Abstract
The Japan Diabetes Society (JDS) adopted a sweeping decision to release consensus statements on relevant issues in diabetes management that require updating from time to time and launched a "JDS Committee on Consensus Statement Development." In March 2020, the committee's first consensus statement on "Medical Nutrition Therapy and Dietary Counseling for People with Diabetes" was published. In September 2022, a second consensus "algorithm for pharmacotherapy in people with type 2 diabetes" was proposed. In developing an algorithm for diabetes pharmacotherapy in people with type 2 diabetes, the working concept was that priority should be given to selecting such medications as would appropriately address the diabetes pathology in each patient while simultaneously weighing the available evidence for these medications and the prescribing patterns in clinical practice in Japan. These consensus statements are intended to present the committee's take on diabetes management in Japan, based on the evidence currently available for each of the issues addressed. It is thus hoped that practicing diabetologists will not fail to consult these statements to provide the best available practice in their respective clinical settings. Given that the persistent dual GIP/GLP-1 receptor agonist tirzepatide was approved in April 2023, these consensus statements have been revised1). In this revision, specifically, tirzepatide was added to the end of [likely involving insulin resistance] of "Obese patients" in Step 1: "Select medications to address the diabetes pathology involved" in Fig. 2. While the sentence, "Insulin insufficiency and resistance can be assessed by referring to the various indices listed in the JDS 'Guide to Diabetes Management.' was mentioned in the previous edition as well, "While insulin resistance is analogized based on BMI, abdominal obesity, and visceral fat accumulation, an assessment of indicators (e.g., HOMA-IR) is desirable" was added as information in order to more accurately recognize the pathology. Regarding Step 2: "Give due consideration to safety," "For renal excretion" was added to the "Rule of thumb 2: Avoid glinides in patients with renal impairment." The order of the medications in "rule of thumb 3: Avoid thiazolidinediones and biguanides in patients with heart failure (in whom they are contraindicated)." to thiazolidinediones then biguanides. In the description of the lowest part of Fig. 2, for each patient failing to achieve his/her HbA1c control goal, "while reverting to step 1" was changed to "while reverting to the opening" and "including reassessment if the patient is indicated for insulin therapy" was added. In the separate table, the column for tirzepatides was added, while the two items, "Characteristic side effects" and "Persistence of effect" were added to the area of interest. The revision also carried additional descriptions of the figure and table such as tirzepatides and "Characteristic side effects" in the statement, and while not mentioned in the proposed algorithm figure, nonalcoholic fatty liver disease (NAFLD) is covered from this revision for patients with comorbidities calling for medical attention. Moreover, detailed information was added to the relative/absolute indication for insulin therapy, the Kumamoto Declaration 2013 for glycemic targets, and glycemic targets for older people with diabetes. Again, in this revision, it is hoped that the algorithm presented here will not only contribute to improved diabetes management in Japan, but will continue to evolve into a better algorithm over time, reflecting new evidence as it becomes available.
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Affiliation(s)
- Ryotaro Bouchi
- Diabetes and Metabolism Information Center, Diabetes Research Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Tatsuya Kondo
- Department of Diabetes, Metabolism and Endocrinology, Kumamoto University Hospital, Kumamoto, Japan
| | - Yasuharu Ohta
- Division of Endocrinology, Metabolism, Hematological Sciences and Therapeutics, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Atsushi Goto
- Department of Health Data Science, Graduate School of Data Science, Yokohama City University, Kanagawa, Japan
| | - Daisuke Tanaka
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroaki Satoh
- Department of Diabetes and Endocrinology, Juntendo University Urayasu Hospital, Chiba, Japan
| | - Daisuke Yabe
- Department of Diabetes, Endocrinology and Metabolism and Department of Rheumatology and Clinical Immunology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Rimei Nishimura
- Division of Diabetes, Metabolism and Endocrinology, Jikei University School of Medicine, Tokyo, Japan
| | - Norio Harada
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hideki Kamiya
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University, Aichi, Japan
| | - Ryo Suzuki
- Department of Diabetes, Metabolism and Endocrinology, Tokyo Medical University, Tokyo, Japan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic Diseases, University of Tokyo Graduate School of Medicine, Tokyo, Japan
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19
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Rebić N, Law MR, Brotto LA, Cragg JJ, De Vera MA. The Intersectional Impact of Cost-Related Non-Adherence and Depression: A Cross-Sectional Analysis of the Canadian Community Health Survey by Sex, Race, and Indigeneity. Community Ment Health J 2024; 60:515-524. [PMID: 37930467 DOI: 10.1007/s10597-023-01202-1] [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] [Received: 04/05/2023] [Accepted: 10/22/2023] [Indexed: 11/07/2023]
Abstract
We evaluated the relationship between cost-related non-adherence (CRNA) and depressive symptoms. Pooling data from the 2015, 2016, 2018, and 2019 annual Canadian Community Health Survey, we analyzed the relationship between CRNA and moderate to severe depressive symptoms, assessed by the Patient Health Questionnaire (PHQ-9). Among the sample, 4.9% experienced CRNA and 6.8% experienced moderate to severe depressive symptoms. Respondents who reported CRNA had 1.51 (95% confidence interval [CI], 1.51-1.52) greater odds of experiencing moderate to severe depressive symptoms. Stratified analysis by sex and race showed the association between CRNA and depressive symptoms was greatest among racialized males (aOR: 1.83, 95% CI: 1.81- 1.85). Stratified analysis by sex and Indigeneity showed this association was greatest for Indigenous males (aOR: 2.16, 95% CI: 2.10-2.22). Forgoing prescribed medications due to cost is associated with more severe depressive symptoms among Canadians, particularly racialized and Indigenous males.
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Affiliation(s)
- Nevena Rebić
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada
- Centre for Health Evaluation and Outcome Sciences, St. Paul's Hospital, 570-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada
| | - Michael R Law
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada
- Centre for Health Services and Policy Research, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Lori A Brotto
- Department of Obstetrics and Gynaecology, University of British Columbia, 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada
| | - Jacquelyn J Cragg
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada
| | - Mary A De Vera
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada.
- Centre for Health Evaluation and Outcome Sciences, St. Paul's Hospital, 570-1081 Burrard Street, Vancouver, BC, V6Z 1Y6, Canada.
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20
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Okoro UE, Harland KK, Assimacopoulos E, Findlay S. Trends in Health Care Coverage and Out-Of-Pocket Cost Barriers: A Gender Comparison. J Womens Health (Larchmt) 2024; 33:473-479. [PMID: 38215276 DOI: 10.1089/jwh.2023.0121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2024] Open
Abstract
Objective: The presence of disparities in access to health care and insurance coverage can have a tremendous impact on health care outcomes. Programs like the Affordable Care Act were implemented to improve health care access and to address the existing inequities. The objective of this study was to identify any disparities that exist between males and females regarding health care coverage and out-of-pocket cost to health care. Methods: This analysis was a cross-sectional study using the Behavioral Risk Factor Surveillance System survey data collected between 2013 and 2018. The primary predictor was sex assigned at birth (with the binary option of male vs. female). The primary outcome was adequate health coverage. Survey participants who indicated that they had health insurance with no out-of-pocket cost barriers to receiving medical care were considered to have adequate health coverage, while participants who did not meet these criteria were considered to have inadequate health coverage. Covariates measured were age, race/ethnicity, educational level, employment status, and annual household income. SAS survey procedures and weighting methods were used to measure the association between the sex and adequate health coverage, after controlling for covariates. Results: The data spanning 6 years included 2,249,749 adults, of whom 1,898,097 (84.4%) had adequate health coverage. Females made up 55.8% (N = 1,256,243) of the total sample. About 32.6% (N = 733,216) survey participants were aged ≥65 years. Most respondents, 77.6%, were White (Non-Hispanic). Across the 6-year period, females were more likely to have health insurance but with out-of-pocket costs that served as a barrier to their medical care (adjusted odds ratios with 95% CI from 2013 to 2018 were 1.36 [1.29-1.43], 1.38 [1.32-1.46], 1.31 [1.24-1.38], 1.33 [1.26-1.40], and 1.32 [1.25-1.40], respectively). Conclusions: Females were more likely than males to indicate an out-of-pocket cost barrier to medical care despite having health insurance.
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Affiliation(s)
- Uche E Okoro
- Department of Emergency Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Karisa K Harland
- Department of Emergency Medicine, University of Iowa, Iowa City, Iowa, USA
| | | | - Shannon Findlay
- Department of Emergency Medicine, University of Iowa, Iowa City, Iowa, USA
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21
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Heredia NI, Mendoza Duque E, Ayieko S, Averyt A, McNeill LH, Hwang JP, Fernandez ME. Exploration of Latina/Hispanic women's experiences living with non-alcoholic fatty liver disease: a qualitative study with patients in Houston. BMJ Open 2024; 14:e084411. [PMID: 38490662 PMCID: PMC10946347 DOI: 10.1136/bmjopen-2024-084411] [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: 01/18/2024] [Accepted: 03/05/2024] [Indexed: 03/17/2024] Open
Abstract
OBJECTIVES A deeper understanding of the lived experiences of Hispanic patients with non-alcoholic fatty liver disease (NAFLD) can help guide the development of behavioural programmes that facilitate NAFLD management. This paper explores Hispanic women's experiences living with NAFLD. DESIGN, SETTING, PARTICIPANTS We collected brief sociodemographic questionnaires and conducted in-depth interviews with 12 low-income (all had household income ≤USD$55 000 per year) Hispanic women with NAFLD from the Houston area. Transcripts were audio-recorded and transcribed. We developed a coding scheme and used thematic analysis to identify emergent themes, supported by Atlas.ti. RESULTS Participants identified physicians as their main information source on NAFLD but also consulted the internet, family, friends and peers. Many were still left wanting more information. Participants identified family history, sedentary lifestyles, poor diet and comorbid conditions as causes for their NAFLD. Participants also reported emotional distress after diagnosis. Participants experienced both successes and challenges in making lifestyle changes in nutrition and physical activity. Some participants received desired social support in managing NAFLD, although there were conflicting feelings about spousal support. CONCLUSION Multifaceted programming that improves patient-provider communication, conveys accurate information and enhances social support is needed to support Hispanic women in managing NAFLD.
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Affiliation(s)
- Natalia I Heredia
- School of Public Health, Department of Health Promotion and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, Texas, USA
- Center for Health Promotion and Prevention Research, The University of Texas Health Science Center at Houston School of Public Health, Houston, Texas, USA
| | - Erika Mendoza Duque
- Center for Health Promotion and Prevention Research, The University of Texas Health Science Center at Houston School of Public Health, Houston, Texas, USA
| | - Sylvia Ayieko
- School of Public Health, Department of Health Promotion and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | | | - Lorna H McNeill
- Health Disparities Research, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jessica P Hwang
- Department of General Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Maria E Fernandez
- School of Public Health, Department of Health Promotion and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, Texas, USA
- Center for Health Promotion and Prevention Research, The University of Texas Health Science Center at Houston School of Public Health, Houston, Texas, USA
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22
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Hadid S, Zhang E, Frishman WH, Brutsaert E. Insulin's Legacy: A Century of Breakthroughs and Innovation. Cardiol Rev 2024:00045415-990000000-00229. [PMID: 38477588 DOI: 10.1097/crd.0000000000000680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
The clinical use of insulin to treat diabetes started just over 100 years ago. The past century has witnessed remarkable innovations in insulin therapy, evolving from animal organ extracts to bioengineered human insulins with ultra-rapid onset or prolonged action. Insulin delivery systems have also progressed to current automated insulin delivery systems. In this review, we discuss the history of insulin and the pharmacology and therapeutic indications for a variety of available insulins, especially newer analog insulins. We highlight recent advances in insulin pump therapy and review evidence on the therapeutic benefits of automated insulin delivery. As with any form of progress, there have been setbacks, and insulin has recently faced an affordability crisis. We address the challenges of insulin accessibility, along with recent progress to improve insulin affordability. Finally, we mention research on glucose-responsive insulins and hepato-preferential insulins that are likely to shape the future of insulin therapy.
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Affiliation(s)
- Somar Hadid
- From the School of Medicine, New York Medical College, Valhalla NY
| | - Emily Zhang
- From the School of Medicine, New York Medical College, Valhalla NY
| | - William H Frishman
- From the School of Medicine, New York Medical College, Valhalla NY
- Department of Cardiology, Westchester Medical Center, Valhalla NY
| | - Erika Brutsaert
- From the School of Medicine, New York Medical College, Valhalla NY
- Department of Endocrinology, Westchester Medical Center, Hawthorne NY
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Khalil SHA, Khaled M, Zakhary R, Shereen M. The Rate of Insulin use and Suboptimal Glycemic Control among Egyptian Patients with T2DM: Cohort Analysis of Eighth Wave of the International Diabetes Management Practices Study (IDMPS). Curr Diabetes Rev 2024; 20:e020623217590. [PMID: 37264625 PMCID: PMC10909816 DOI: 10.2174/1573399820666230602100629] [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: 11/15/2022] [Revised: 03/30/2023] [Accepted: 04/03/2023] [Indexed: 06/03/2023]
Abstract
AIMS The International Diabetes Management Practices Study (IDMPS) is an international annual survey aiming to study and characterize the current standards of care for managing DM in developing countries. BACKGROUND In Egypt, DM represents a substantial burden on the healthcare system, with an estimated 10.9 million patients, ranking it 10th amongst countries with the highest prevalence of DM. Previous studies showed that to maintain safety and achieve treatment goals among diabetic patients, optimal insulin therapy should be selected individually based on the patient's needs. We reported the proportion of Egyptian T2DM patients on insulin therapy who participated in the eighth wave of the IDMPS. METHODS The 2018 IDMPS wave consisted of cross-sectional and longitudinal phases and aimed to evaluate the proportion of T2DM who were on insulin therapy in 13 countries from four regions. In Egypt, 17 physicians agreed to participate in the present study and were required to include at least one patient. RESULTS A total of 180 T2DM patients were included in the cross-section phase. At the end of the ninth month of follow-up, data from 170 T2DM patients were available. A total of 39 T2DM patients (21.7%) were on insulin therapy, with a mean duration of 32.4 ± 36.6 months. More than half of the patients (n = 22; 56.4%) were on basal insulin, mainly long-acting (n = 20; 90.9%). The mean basal insulin daily dose was 0.3 ± 0.1 IU/Kg. Notably, 28.2% of the patients received insulin via vials, and 46.2% stated that they were adjusting the insulin dose by themselves. On the other hand, 60.2% of the study population was on oral antidiabetic drugs at the cross-sectional phase. Nearly 17.4% and 27% of the patients in the cross-sectional phase achieved the glycemic target per recommendations of international guidelines and the treating physicians, respectively. At the end of the longitudinal phase, the percentage of T2DM patients who achieved glycemic targets increased to 38.4% and 77.4% as per recommendations of international guidelines and the treating physicians, respectively. Overall, 38.3% of T2DM patients received diabetes education, and 28.9% were involved in an educational program provided by the physician or their clinical staff. Besides, 85.5% of T2DM patients followed their diabetes medication dosage and frequency strictly as prescribed. CONCLUSION The proportion of insulin use in patients with T2DM aligned with the previous studies from different countries; however, it is still inadequate to achieve the targeted glycemic control. Nearly one-third of Egyptian patients received diabetes education, highlighting the need for adopting a national educational program. Nonetheless, the level of adherence among T2DM from Egypt appears to be high.
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Affiliation(s)
- Samir Helmy Assaad Khalil
- Department of Internal Medicine, Unit of Diabetology, Lipidology & Metabolism, Alexandria Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Mohsen Khaled
- Diabetes and Endocrinology Department, National Institute of Diabetes and Endocrinology, Cairo, Egypt
| | - Raafat Zakhary
- Consultant of Diabetes and Internal Medicine, Alexandria University, Alexandria, Egypt
| | - Mark Shereen
- Department of Medical Affairs, Sanofi, Cairo, Egypt
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24
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ElSayed NA, Aleppo G, Bannuru RR, Bruemmer D, Collins BS, Ekhlaspour L, Gaglia JL, Hilliard ME, Johnson EL, Khunti K, Lingvay I, Matfin G, McCoy RG, Perry ML, Pilla SJ, Polsky S, Prahalad P, Pratley RE, Segal AR, Seley JJ, Stanton RC, Gabbay RA. 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes-2024. Diabetes Care 2024; 47:S158-S178. [PMID: 38078590 PMCID: PMC10725810 DOI: 10.2337/dc24-s009] [Citation(s) in RCA: 211] [Impact Index Per Article: 211.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
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25
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Rivara AC, Galárraga O, Selu M, Arorae M, Wang R, Faasalele-Savusa K, Rosen R, Hawley NL, Viali S. Identifying patient preferences for diabetes care: A protocol for implementing a discrete choice experiment in Samoa. PLoS One 2023; 18:e0295845. [PMID: 38134044 PMCID: PMC10745180 DOI: 10.1371/journal.pone.0295845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 11/27/2023] [Indexed: 12/24/2023] Open
Abstract
In Samoa, adult Type 2 diabetes prevalence has increased within the past 30 years. Patient preferences for care are factors known to influence treatment adherence and are associated with reduced disease progression and severity. However, patient preferences for diabetes care, generally, are understudied, and other patient-centered factors such as willingness-to-pay (WTP) for diabetes treatment have never been explored in this setting. Discrete Choice Experiments (DCE) are useful tools to elicit preferences and WTP for healthcare. DCEs present patients with hypothetical scenarios composed of a series of multi-alternative choice profiles made up of attributes and levels. Patients choose a profile based on which attributes and levels may be preferable for them, thereby quantifying and identifying locally relevant patient-centered preferences. This paper presents the protocol for the design, piloting, and implementation of a DCE identifying patient preferences for diabetes care, in Samoa. Using an exploratory sequential mixed methods design, formative data from a literature review and semi-structured interviews with n = 20 Samoan adults living with Type 2 diabetes was used to design a Best-Best DCE instrument. Experimental design procedures were used to reduce the number of choice-sets and balance the instrument. Following pilot testing, the DCE is being administered to n = 450 Samoan adults living with diabetes, along with associated questionnaires, and anthropometrics. Subsequently, we will also be assessing longitudinally how preferences for care change over time. Data will be analyzed using progressive mixed Rank Order Logit models. The results will identify which diabetes care attributes are important to patients (p < 0.05), examine associations between participant characteristics and preference, illuminate the trade-offs participants are willing to make, and the probability of uptake, and WTP for specific attributes and levels. The results from this study will provide integral data useful for designing and adapting efficacious diabetes intervention and treatment approaches in this setting.
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Affiliation(s)
- Anna C. Rivara
- Department of Epidemiology (Chronic Diseases), Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Omar Galárraga
- Department of Health Services Policy and Practice, and International Health Institute, School of Public Health, Brown University, Providence, Rhode Island, United States of America
| | - Melania Selu
- Obesity Lifestyle and Genetic Adaptations (OLaGA) Research Center, Apia, Samoa
| | - Maria Arorae
- Obesity Lifestyle and Genetic Adaptations (OLaGA) Research Center, Apia, Samoa
| | - Ruiyan Wang
- Department of Epidemiology (Chronic Diseases), Yale School of Public Health, New Haven, Connecticut, United States of America
| | | | - Rochelle Rosen
- Centers for Behavioral and Preventative Medicine, The Miriam Hospital, Providence, Rhode Island, United States of America
- Department of Behavioral and Social Sciences, Brown University, School of Public Health, Providence, Rhode Island, United States of America
| | - Nicola L. Hawley
- Department of Epidemiology (Chronic Diseases), Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Satupaitea Viali
- Department of Epidemiology (Chronic Diseases), Yale School of Public Health, New Haven, Connecticut, United States of America
- School of Medicine, National University of Samoa, Apia, Samoa
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Bashar H, Kobo O, Khunti K, Banerjee A, Bullock‐Palmer RP, Curzen N, Mamas MA. Impact of Social Vulnerability on Diabetes-Related Cardiovascular Mortality in the United States. J Am Heart Assoc 2023; 12:e029649. [PMID: 37850448 PMCID: PMC10727374 DOI: 10.1161/jaha.123.029649] [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] [Received: 01/29/2023] [Accepted: 09/13/2023] [Indexed: 10/19/2023]
Abstract
Background Social vulnerability impacts the natural history of diabetes as well as cardiovascular disease (CVD). However, there are little data regarding the social vulnerability association with diabetes-related CVD mortality. Methods and Results County-level mortality data (where CVD was the underlying cause of death with diabetes among the multiple causes) extracted from the Centers for Disease Control multiple cause of death (2015-2019) and the 2018 Social Vulnerability Index databases were aggregated into quartiles based on their Social Vulnerability Index ranking from the least (first quartile) to the most vulnerable (fourth quartile). Stratified by demographic groups, the data were analyzed for overall CVD, as well as for ischemic heart disease, hypertensive disease, heart failure, and cerebrovascular disease. In the 5-year study period, 387 139 crude diabetes-related cardiovascular mortality records were identified. The age-adjusted mortality rate for CVD was higher in the fourth quartile compared with the first quartile (relative risk [RR], 1.66 [95% CI, 1.64-1.67]) with an estimated 39 328 excess deaths. Among the youngest age group (<55 years), those with the highest social vulnerability had 2 to 4 times the rate of cardiovascular mortality compared with the first quartile: ischemic heart disease (RR, 2.07 [95% CI, 1.97-2.17]; heart failure (RR, 3.03 [95% CI, 2.62-3.52]); hypertensive disease (RR, 3.79 [95% CI, 3.45-4.17]; and cerebrovascular disease (RR, 4.39 [95% CI, 3.75-5.13]). Conclusions Counties with greater social vulnerability had higher diabetes-related CVD mortality, especially among younger adults. Targeted health policies that are designed to reduce these disparities are warranted.
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Affiliation(s)
- Hussein Bashar
- Faculty of MedicineUniversity of SouthamptonSouthamptonUnited Kingdom
- Department of CardiologyUniversity Hospital Southampton NHS Foundation TrustSouthamptonUnited Kingdom
- Keele Cardiovascular Research Group, Centre for Prognosis ResearchInstitute for Primary Care and Health Sciences, Keele UniversityKeeleUnited Kingdom
| | - Ofer Kobo
- Keele Cardiovascular Research Group, Centre for Prognosis ResearchInstitute for Primary Care and Health Sciences, Keele UniversityKeeleUnited Kingdom
- Department of CardiologyHillel Yaffe Medical CentreHaderaIsrael
| | - Kamlesh Khunti
- Diabetes Research CentreUniversity of LeicesterLeicesterUnited Kingdom
| | - Amitava Banerjee
- Institute of Health Informatics, University College LondonLondonUnited Kingdom
| | | | - Nick Curzen
- Faculty of MedicineUniversity of SouthamptonSouthamptonUnited Kingdom
- Department of CardiologyUniversity Hospital Southampton NHS Foundation TrustSouthamptonUnited Kingdom
| | - Mamas A. Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis ResearchInstitute for Primary Care and Health Sciences, Keele UniversityKeeleUnited Kingdom
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Aguirre A, DeQuattro K, Shiboski S, Katz P, Greenlund KJ, Barbour KE, Gordon C, Lanata C, Criswell LA, Dall'Era M, Yazdany J. Medication Cost Concerns and Disparities in Patient-Reported Outcomes Among a Multiethnic Cohort of Patients With Systemic Lupus Erythematosus. J Rheumatol 2023; 50:1302-1309. [PMID: 37321640 PMCID: PMC10543599 DOI: 10.3899/jrheum.2023-0060] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/19/2023] [Indexed: 06/17/2023]
Abstract
OBJECTIVE Concerns about the affordability of medications are common in systemic lupus erythematosus (SLE), but the relationship between medication cost concerns and health outcomes is poorly understood. We assessed the association of self-reported medication cost concerns and patient-reported outcomes (PROs) in a multiethnic SLE cohort. METHODS The California Lupus Epidemiology Study is a cohort of individuals with physician-confirmed SLE. Medication cost concerns were defined as having difficulties affording SLE medications, skipping doses, delaying refills, requesting lower-cost alternatives, purchasing medications outside the United States, or applying for patient assistance programs. Linear regression and mixed effects models assessed the cross-sectional and longitudinal association of medication cost concerns and PROs, respectively, adjusting for age, sex, race and ethnicity, income, principal insurance, immunomodulatory medications, and organ damage. RESULTS Of 334 participants, medication cost concerns were reported by 91 (27%). Medication cost concerns were associated with worse Systemic Lupus Activity Questionnaire (SLAQ; beta coefficient [β] 5.9, 95% CI 4.3-7.6; P < 0.001), 8-item Patient Health Questionnaire depression scale (PHQ-8; β 2.7, 95% CI 1.4-4.0; P < 0.001), and Patient-Reported Outcomes Measurement Information System (PROMIS; β for physical function -4.6, 95% CI -6.7 to -2.4; P < 0.001) scores after adjusting for covariates. Medication cost concerns were not associated with significant changes in PROs over 2-year follow-up. CONCLUSION More than a quarter of participants reported at least 1 medication cost concern, which was associated with worse PROs. Our results reveal a potentially modifiable risk factor for poor outcomes rooted in the unaffordability of SLE care.
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Affiliation(s)
- Alfredo Aguirre
- A. Aguirre, MD, M. Dall'Era, MD, J. Yazdany, MD, MPH, Division of Rheumatology, University of California, San Francisco, California;
| | - Kimberly DeQuattro
- K. DeQuattro, MD, Division of Rheumatology, University of Pennsylvania, Pennsylvania
| | - Stephen Shiboski
- S. Shiboski, PhD, Department of Epidemiology & Biostatistics, University of California, San Francisco, California
| | - Patricia Katz
- P. Katz, PhD, Department of Medicine, University of California, San Francisco, California
| | - Kurt J Greenlund
- K.J. Greenlund, PhD, Epidemiology and Surveillance Branch, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Kamil E Barbour
- K.E. Barbour, PhD, MPH, Lupus and Interstitial Cystitis Programs, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Caroline Gordon
- C. Gordon, MD, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, Alabama
| | - Cristina Lanata
- C. Lanata, MD, Genomics of Autoimmune Rheumatic Disease Section, National Human Genome Research Section, National Institutes of Health, Bethesda, Maryland
| | - Lindsey A Criswell
- L.A. Criswell, MD, MPH, DSc, Genomics of Autoimmune Rheumatic Disease Section, National Human Genome Research Section, National Institutes of Health, Bethesda, Maryland USA
| | - Maria Dall'Era
- A. Aguirre, MD, M. Dall'Era, MD, J. Yazdany, MD, MPH, Division of Rheumatology, University of California, San Francisco, California
| | - Jinoos Yazdany
- A. Aguirre, MD, M. Dall'Era, MD, J. Yazdany, MD, MPH, Division of Rheumatology, University of California, San Francisco, California
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Hernandez M, Wong R, Yu X, Mehta N. In the wake of a crisis: Caught between housing and healthcare. SSM Popul Health 2023; 23:101453. [PMID: 37456616 PMCID: PMC10338349 DOI: 10.1016/j.ssmph.2023.101453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 06/08/2023] [Accepted: 06/11/2023] [Indexed: 07/18/2023] Open
Abstract
Objective To measure the association between housing insecurity and foregone medication due to cost among Medicare beneficiaries aged 65+ during the Recession. Methods Data came from Medicare beneficiaries aged 65+ years from the 2006-2012 waves of the Health and Retirement Study (HRS). Two-wave housing insecurity changes are evaluated as follows: (i) No insecurity, (ii) Persistent insecurity, (iii) Onset insecurity, and (iv) Onset security. We implemented a series of four weighted longitudinal General Estimating Equation (GEE) models, two minimally adjusted and two fully adjusted models, to estimate the probability of foregone medications due to cost between 2008 and 2012. Results Our study sample was restricted to non-proxy interviews of non-institutionalized Medicare beneficiaries aged 65+ in the 2006 wave (n = 9936) and their follow up visits (n = 8753; in 2008; n = 7464 in 2010; and n = 6594 in 2012). Results from our fully adjusted model indicated that the odds of foregone medication was 64% higher among individuals experiencing Onset insecurity versus No insecurity in 2008, and also generally larger for individuals experiencing Onset Insecurity versus Persistent Insecurity. Odds of foregone medication was also larger among females, minority versus non-Hispanic white adults, those reporting a chronic condition, those with higher medical expenditures, and those living in the South versus Northeast. Conclusion This study drew from nationally representative data to elucidate the disparate health and financial impacts of a crisis on Medicare beneficiaries who, despite health insurance coverage, displayed variability in foregone medication patterns. Our findings suggest that the onset of housing insecurity is most closely linked with unexpected acute economic shocks leading households with little time to adapt and forcing trade-offs in their prescription and other needs purchases. Both housing and healthcare policy implications exist from these findings including expansion of low-income housing units and rent relief post-recession as well as wider prescription drug coverage for Medicare adults.
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Affiliation(s)
- Monica Hernandez
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch Galveston, 301 University Blvd, Galveston, TX 77555, USA
| | - Rebeca Wong
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch Galveston, 301 University Blvd, Galveston, TX 77555, USA
- Sealy Center on Aging, University of Texas Medical Branch Galveston, 301 University Blvd, Galveston, TX 77555, USA
| | - Xiaoying Yu
- Department of Biostatistics & Data Science, School of Public and Population Health, University of Texas Medical Branch Galveston, 301 University Blvd, Galveston, TX 77555, USA
| | - Neil Mehta
- Department of Epidemiology, School of Public and Population Health, University of Texas Medical Branch Galveston, 301 University Blvd, Galveston, TX 77555, USA
- Sealy Center on Aging, University of Texas Medical Branch Galveston, 301 University Blvd, Galveston, TX 77555, USA
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29
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McClintock HF, Edmonds SE, Bogner HR. Depression and Cost-Related Health Care Utilization Among Persons with Diabetes. Popul Health Manag 2023; 26:232-238. [PMID: 37590079 DOI: 10.1089/pop.2023.0020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2023] Open
Abstract
The presence of depression among people with diabetes can substantially increase health care costs and reduce health care utilization. This study aimed at further elucidating the factors underlying the relationship between depressive disorders and health care utilization among people with diabetes. Data were obtained from the 2019 Behavioral Risk Factor Surveillance System, and the sample was limited to people with diabetes (n = 22,642). The independent variable was assessed by a lifetime diagnosis of depressive disorder, including depression, major depression, dysthymia, or minor depression. The dependent variable was cost-related health care utilization assessed as a response (yes/no) to whether participants had not seen a doctor due to costs in the past year. Logistic regression models examined the association between depressive disorders and health care utilization, adjusting for covariates incorporating weighting to account for study design. Overall, 25.2% of the people with diabetes reported having had a depressive disorder in their lifetime. People with diabetes who had ever been diagnosed with a depressive disorder were more likely to have reported not seeing a doctor due to costs in the past year (adjusted odds ratio: 1.82 [1.49, 2.28]). Findings from this study suggest a need for further research regarding the relationship between depression and cost-related health care utilization among people with diabetes.
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Affiliation(s)
- Heather F McClintock
- Department of Public Health, College of Health Sciences, Arcadia University, Glenside, Pennsylvania, USA
| | - Sarah E Edmonds
- Department of Public Health, College of Health Sciences, Arcadia University, Glenside, Pennsylvania, USA
| | - Hillary R Bogner
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Patel MR, Anthony Tolentino D, Smith A, Heisler M. Economic burden, financial stress, and cost-related coping among people with uncontrolled diabetes in the U.S. Prev Med Rep 2023; 34:102246. [PMID: 37252071 PMCID: PMC10209691 DOI: 10.1016/j.pmedr.2023.102246] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 01/02/2023] [Accepted: 05/11/2023] [Indexed: 05/31/2023] Open
Abstract
Granular information on material deprivation including financial and economic well-being among people with diabetes can better inform policy, practice and interventions to support diabetes management. The purpose of this study was to describe in-depth the state of economic burden, financial stress, and coping among people with high A1c. Data came from the 2019-2021 baseline assessment in an ongoing U.S. trial that addresses social determinants of health among people with diabetes and high A1c who report at least one financial burden or cost-related non-adherence (CRN) (n = 600). Mean age of participants was 53 years. Planning behaviors were the most common financial well-being behavior, while savings was least frequently endorsed. Nearly a quarter of participants report spending more than $300 per month out-of-pocket to manage all of their health conditions. Participants reported spending the most out-of-pocket on medications (52%), special foods (40%), doctor's visits (27%), and blood glucose supplies (22%). Along with health insurance, these were also the most cited as sources of financial stress and where assistance. Seventy-two percent reported high levels of financial stress. Maladaptive coping was evident through CRN, and less than half engaged in adaptive coping such as talking to a doctor about cost or using a resource to address their needs. Economic burden, financial stress, and cost-related coping are highly relevant constructs among people with diabetes and high A1cs. More evidence-generation is needed for diabetes self-management programs to address sources of financial stress, facilitate behaviors to enhance financial well-being, and address unmet social needs to alleviate economic burdens.
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Affiliation(s)
- Minal R. Patel
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States
| | | | - Alyssa Smith
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States
| | - Michele Heisler
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States
- Department of Internal Medicine, Michigan Medicine, United States
- U.S. Department of Veterans Affairs VA Ann Arbor Healthcare System, United States
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31
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Erukainure OL, Otukile KP, Harejane KR, Salau VF, Aljoundi A, Chukwuma CI, Matsabisa MG. Computational insights into the antioxidant and antidiabetic mechanisms of cannabidiol: An in vitro and in silico study. ARAB J CHEM 2023. [DOI: 10.1016/j.arabjc.2023.104842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023] Open
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Luo J, Feldman R, Callaway Kim K, Rothenberger S, Korytkowski M, Hernandez I, Gellad WF. Evaluation of Out-of-Pocket Costs and Treatment Intensification With an SGLT2 Inhibitor or GLP-1 RA in Patients With Type 2 Diabetes and Cardiovascular Disease. JAMA Netw Open 2023; 6:e2317886. [PMID: 37307000 PMCID: PMC10261995 DOI: 10.1001/jamanetworkopen.2023.17886] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 04/27/2023] [Indexed: 06/13/2023] Open
Abstract
Importance The latest guidelines continue to recommend sodium-glucose cotransporter 2 (SGLT2) inhibitors and glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for patients with type 2 diabetes (T2D) and established cardiovascular disease (CVD). Despite this, overall use of these 2 drug classes has been suboptimal. Objective To assess the association of high out-of-pocket (OOP) costs and the initiation of an SGLT2 inhibitor or GLP-1 RA among adults with T2D and established CVD who are treated with metformin-treated. Design, Setting, and Participants This retrospective cohort study used 2017 to 2021 data from the Optum deidentified Clinformatics Data Mart Database. Each individual in the cohort was categorized into quartiles of OOP costs for a 1-month supply of SGLT2 inhibitor and GLP-1 RA based on their health plan assignment. Data were analyzed from April 2021 to October 2022. Exposures OOP cost for SGLT2 inhibitors and GLP-1 RA. Main Outcomes and Measures The primary outcome was treatment intensification, defined as a new dispensing (ie, initiation) of either an SGLT2 inhibitor or GLP-1 RA, among patients with T2D previously treated with metformin monotherapy. For each drug class separately, Cox proportional hazards models were used to adjust for demographic, clinical, plan, clinician, and laboratory characteristics to estimate the hazard ratios of treatment intensification comparing the highest vs the lowest quartile of OOP costs. Results Our cohort included 80 807 adult patients (mean [SD] age, 72 [9.5] years, 45 129 [55.8%] male; 71 128 [88%] were insured with Medicare Advantage) with T2D and established CVD on metformin monotherapy. Patients were followed for a median (IQR) of 1080 days (528 to 1337). The mean (SD) of OOP costs in the highest vs lowest quartile was $118 [32] vs $25 [12] for GLP-1 RA, and $91 [25] vs $23 [9] for SGLT2 inhibitors. Compared with patients in plans with the lowest quartile (Q1) of OOP costs, patients in plans with the highest quartile (Q4) of costs were less likely to initiate a GLP-1 RA (adjusted HR, 0.87 [95% CI, 0.78 to 0.97]) or an SGLT2 inhibitor (adjusted HR, 0.80 [95% CI, 0.73 to 0.88]). The median (IQR) number of days to initiating a GLP-1 RA was 481 (207-820) days in Q1 and 556 (237-917) days in Q4 of OOP costs and 520 (193-876) days in Q1 vs 685 (309-1017) days in Q4 for SGLT2 inhibitors. Conclusions and Relevance In this cohort study of more than 80 000 older adults with T2D and established CVD covered by Medicare Advantage and commercial plans, those in the highest quartile of OOP cost were 13% and 20% less likely to initiate a GLP-1 RA or SGLT2 inhibitor, respectively, when compared with those in the lowest quartile of OOP costs.
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Affiliation(s)
- Jing Luo
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Robert Feldman
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | - Scott Rothenberger
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Mary Korytkowski
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Inmaculada Hernandez
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla
| | - Walid F. Gellad
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
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Stewart SJF, Moon Z, Horne R. Medication nonadherence: health impact, prevalence, correlates and interventions. Psychol Health 2023; 38:726-765. [PMID: 36448201 DOI: 10.1080/08870446.2022.2144923] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 11/01/2022] [Accepted: 11/02/2022] [Indexed: 12/05/2022]
Abstract
Nonadherence to medicines is a global problem compromising health and economic outcomes for individuals and society. This article outlines how adherence is defined and measured, and examines the impact, prevalence and determinants of nonadherence. It also discusses how a psychosocial perspective can inform the development of interventions to optimise adherence and presents a series of recommendations for future research to overcome common limitations associated with the medication nonadherence literature. Nonadherence is best understood in terms of the interactions between an individual and a specific disease/treatment, within a social and environmental context. Adherence is a product of motivation and ability. Motivation comprises conscious decision-making processes but also from more 'instinctive', intuitive and habitual processes. Ability comprises the physical and psychological skills needed to adhere. Both motivation and ability are influenced by environmental and social factors which influence the opportunity to adhere as well as triggers or cues to actions which may be internal (e.g. experiencing symptoms) or external (e.g. receiving a reminder). Systematic reviews of adherence interventions show that effective solutions are elusive, partly because few have a strong theoretical basis. Adherence support targeted at the level of individuals will be more effective if it is tailored to address the specific perceptions (e.g. beliefs about illness and treatment) and practicalities (e.g. capability and resources) influencing individuals' motivation and ability to adhere.
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Affiliation(s)
- Sarah-Jane F Stewart
- Centre for Behavioural Medicine, Research Department of Practice and Policy, UCL School of Pharmacy, University College London, London, UK
| | - Zoe Moon
- Centre for Behavioural Medicine, Research Department of Practice and Policy, UCL School of Pharmacy, University College London, London, UK
| | - Rob Horne
- Centre for Behavioural Medicine, Research Department of Practice and Policy, UCL School of Pharmacy, University College London, London, UK
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Narasimmaraj PR, Oseran A, Tale A, Xu J, Essien UR, Kazi DS, Yeh RW, Wadhera RK. Out-of-Pocket Drug Costs for Medicare Beneficiaries With Cardiovascular Risk Factors Under the Inflation Reduction Act. J Am Coll Cardiol 2023; 81:1491-1501. [PMID: 37045519 PMCID: PMC11129895 DOI: 10.1016/j.jacc.2023.02.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 02/02/2023] [Indexed: 02/22/2023]
Abstract
BACKGROUND High out-of-pocket prescription drug costs contribute to financial toxicity, medication nonadherence, and adverse cardiovascular (CV) outcomes. Policymakers recently passed the Inflation Reduction Act, which will cap Medicare out-of-pocket drug costs at $2,000/year and expand full low-income subsidies (LIS). It is unclear how these provisions will affect Medicare beneficiaries with CV risk factors and/or conditions. OBJECTIVES The authors sought to characterize the population of Medicare beneficiaries with CV risk factors/conditions experiencing out-of-pocket prescription drug costs >$2,000/year and estimate their potential savings under the Inflation Reduction Act's spending cap; identify sociodemographic characteristics associated with out-of-pocket costs >$2,000/year; and characterize beneficiaries newly eligible for LIS under the Inflation Reduction Act. METHODS This was a cross-sectional study of Medicare beneficiaries aged ≥65 years with ≥1 CV risk factor/condition from 2016 to 2019. RESULTS An annual estimated 34,056,335 ± 855,653 Medicare beneficiaries (mean ± SE) had ≥1 CV risk factor/condition, of whom 1,020,484 ± 77,055 experienced out-of-pocket drug costs >$2,000/year. The likelihood of experiencing out-of-pocket drug costs >$2,000/year was lower among adults ≥75 years vs 65 to 74 years (adjusted OR: 0.67; 95% CI: 0.49-0.93) and for low-income vs higher-income adults. Among beneficiaries currently spending >$2,000/year, estimated median out-of-pocket drug savings would be $855/year and total annual savings $1,723,031,307 ± $91,150,609 under the Inflation Reduction Act. An estimated 1,289,861 beneficiaries would also become newly eligible for LIS. CONCLUSIONS More than 1 million older adults with CV risk factors and/or conditions spend >$2,000/year out-of-pocket on prescription drugs and will likely benefit from the Inflation Reduction Act's cap, with estimated total out-of-pocket savings of $1.7 billion/year, while another 1.3 million will also become newly eligible for LIS.
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Affiliation(s)
- Prihatha R Narasimmaraj
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Andrew Oseran
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA; Division of Cardiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Archana Tale
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Jiaman Xu
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Utibe R Essien
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Dhruv S Kazi
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Robert W Yeh
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Rishi K Wadhera
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
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Chiang YC, Ni W, Zhang G, Shi X, Patel MR. The Association Between Cost-Related Non-Adherence Behaviors and Diabetes Outcomes. J Am Board Fam Med 2023; 36:15-24. [PMID: 36759134 PMCID: PMC10626976 DOI: 10.3122/jabfm.2022.220272r2] [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: 08/08/2022] [Revised: 10/01/2022] [Accepted: 10/11/2022] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND We examined the impact of various comorbid conditions on diabetes and condition-specific cost-related nonadherence (CRN), and HbA1c in adults with diabetes. METHODS This was a cross-sectional analysis of participants with diabetes and poor glycemic control in an ongoing trial (n = 600). We computed prevalence of condition-specific CRN, prevalence of specific types of diabetes-related CRN by comorbid condition, prevalence of specific types of condition-specific CRN within each comorbidity, and the association between condition-specific and diabetes-related CRN and HbA1c for each comorbid condition. RESULTS Fifty-eight percent (n = 350) of participants reported diabetes-related CRN. Diabetes-related CRN rates were highest in those with liver problems (63%), anemia (61%), respiratory diseases (60%), and hyperlipidemia (60%). Condition-specific CRN rates were high in those with respiratory diseases (44%), back pain (41%), and depression (40%). Participants with cancer and kidney diseases reported the lowest rates of diabetes-related and condition-specific CRN. Delaying getting diabetes prescriptions filled was the most commonly reported form of diabetes-related CRN across all comorbid conditions and was the highest in those with liver problems (47%), anemia (46%), and respiratory diseases (45%). In adjusted models, those with back pain (beta-coefficient, 0.45; 95%CI 0.02-0.88; P = .04) and hyperlipidemia (beta-coefficient, 0.50; 95%CI 0.11-0.88; P = .01) who reported both diabetes-related and condition-specific CRN had higher HbA1c. CONCLUSIONS CRN in patients with diabetes is higher than in other comorbid conditions and is associated with poor diabetes control. These findings may be driven by higher out-of-pocket costs for medications to manage diabetes, lack of symptoms associated with poor diabetes control, or other factors, with implications for both clinicians and health insurance programs.
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Affiliation(s)
- Yu-Chyn Chiang
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - William Ni
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - Guanghao Zhang
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - Xu Shi
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - Minal R Patel
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP).
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Brown CJ, Chang LS, Hosomura N, Malmasi S, Morrison F, Shubina M, Lan Z, Turchin A. Assessment of Sex Disparities in Nonacceptance of Statin Therapy and Low-Density Lipoprotein Cholesterol Levels Among Patients at High Cardiovascular Risk. JAMA Netw Open 2023; 6:e231047. [PMID: 36853604 PMCID: PMC9975905 DOI: 10.1001/jamanetworkopen.2023.1047] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2023] Open
Abstract
IMPORTANCE Many patients at high cardiovascular risk-women more commonly than men-are not receiving statins. Anecdotally, it is common for patients to not accept statin therapy recommendations by their clinicians. However, population-based data on nonacceptance of statin therapy by patients are lacking. OBJECTIVES To evaluate sex disparities in nonacceptance of statin therapy and assess their association with low-density lipoprotein (LDL) cholesterol control. DESIGN, SETTING, AND PARTICIPANTS A retrospective cohort study was conducted from January 1, 2019, to December 31, 2022, of statin-naive patients with atherosclerotic cardiovascular disease, diabetes, or LDL cholesterol levels of 190 mg/dL (to convert to millimoles per liter, multiply by 0.0259) or more who were treated at Mass General Brigham between January 1, 2000, and December 31, 2018. EXPOSURE Recommendation of statin therapy by the patient's clinician, ascertained from the combination of electronic health record prescription data and natural language processing of electronic clinician notes. MAIN OUTCOMES AND MEASURES Time to achieve an LDL cholesterol level of less than 100 mg/dL. RESULTS Of 24 212 study patients (mean [SD] age, 58.8 [13.0] years; 12 294 women [50.8%]), 5308 (21.9%) did not accept the initial recommendation of statin therapy. Nonacceptance of statin therapy was more common among women than men (24.1% [2957 of 12 294] vs 19.7% [2351 of 11 918]; P < .001) and was similarly higher in every subgroup in the analysis stratified by comorbidities. In multivariable analysis, female sex was associated with lower odds of statin therapy acceptance (0.82 [95% CI, 0.78-0.88]). Patients who did vs did not accept a statin therapy recommendation achieved an LDL cholesterol level of less than 100 mg/dL over a median of 1.5 years (IQR, 0.4-5.5 years) vs 4.4 years (IQR, 1.3-11.1 years) (P < .001). In a multivariable analysis adjusted for demographic characteristics and comorbidities, nonacceptance of statin therapy was associated with a longer time to achieve an LDL cholesterol level of less than 100 mg/dL (hazard ratio, 0.57 [95% CI, 0.55-0.60]). CONCLUSIONS AND RELEVANCE This cohort study suggests that nonacceptance of a statin therapy recommendation was common among patients at high cardiovascular risk and was particularly common among women. It was associated with significantly higher LDL cholesterol levels, potentially increasing the risk for cardiovascular events. Further research is needed to understand the reasons for nonacceptance of statin therapy by patients and to develop methods to ensure that all patients receive optimal therapy in accordance with their preferences and priorities.
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Affiliation(s)
- C. Justin Brown
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
- Pharmacy Department, Tufts Medical Center, Boston, Massachusetts
| | - Lee-Shing Chang
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Naoshi Hosomura
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Shervin Malmasi
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Amazon.com Inc, Seattle, Washington
| | - Fritha Morrison
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Maria Shubina
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Zhou Lan
- Harvard Medical School, Boston, Massachusetts
- Center for Clinical Investigation, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Alexander Turchin
- Division of Endocrinology, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
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Ghinea N. Do doctors have a responsibility to help patients import medicines from abroad? JOURNAL OF MEDICAL ETHICS 2023; 49:131-135. [PMID: 35246498 DOI: 10.1136/medethics-2021-108027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/15/2022] [Indexed: 06/14/2023]
Abstract
Almost any medicine can be purchased online from abroad. Many high-income countries permit individuals to import medicines for their personal use. However, those who import medicines face the risk of purchasing poor-quality products that may not work, or that may even harm them. Many people are willing to accept this risk for the opportunity to purchase more affordable medicines. This is especially true of individuals from low socioeconomic backgrounds who already struggle to afford the medicines they need if they are not subsidised by insurers or if copayments are high. As medicine prices and out-of-pocket healthcare spending continue to climb, the online marketplace provides an important alternative for individuals in high-income countries to source medicines. In this article, I argue that doctors have a responsibility to help patients access medicines online and I propose a framework that can be used to facilitate responsible personal importation.
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Affiliation(s)
- Narcyz Ghinea
- Philosophy Department, Faculty of Arts, Centre for Agency, Values and Ethics, Macquarie University, North Ryde, NSW, Australia
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38
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Park C, Chang CCA, Ng BP, Young GJ. Cost-related medication nonadherence among Medicare beneficiaries with cardiovascular disease risk factors: The role of comprehension of the Medicare programme and its prescription drug benefits. J Eval Clin Pract 2023; 29:136-145. [PMID: 35982538 DOI: 10.1111/jep.13745] [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: 11/18/2021] [Revised: 06/14/2022] [Accepted: 07/01/2022] [Indexed: 01/18/2023]
Abstract
RATIONALE, AIMS, AND OBJECTIVES This study aims to investigate how reported comprehension of the Medicare programme and its prescription drug benefits is associated with cost-related medication nonadherence (CRN) among Medicare beneficiaries with cardiovascular disease (CVD) risk factors. METHODS This cross-sectional study used the 2017 Medicare Current Beneficiary Survey Public Use File data and included Medicare beneficiaries aged ≥65 years who reported having at least one CVD risk factor (i.e., hypertension, hyperlipidemia, diabetes, smoking and obesity) (n = 2821). A survey-weighted logistic model was used to examine associations between perceived difficulty of understanding the Medicare programme and its prescription drug benefits and CRN, controlling for beneficiaries' demographic (e.g., age) and clinical characteristics (e.g, comorbidities). This study further analyzed five subgroups based on the type of CVD risk factors involved. RESULTS Among Medicare beneficiaries with CVD risk factors, 14.4% reported CRN. Medicare beneficiaries with CVD risk factors who reported difficulty understanding the overall Medicare programme and its prescription drug benefits were more likely to report CRN, compared to those who reported easy understanding of the overall Medicare programme (OR = 1.50; 95% CI = 1.11-2.04; p = 0.009) and its prescription drug benefits (OR = 2.01; 95% CI = 1.52-2.66; p < 0.001). Similar results were obtained for the subgroups with obesity, hypertension or hyperlipidemia. CONCLUSIONS Perceived difficulty of understanding the Medicare Programme and its prescription drug benefits is associated with CRN among Medicare beneficiaries with CVD risk factors, especially those with obesity, hypertension or hyperlipidemia. Monitoring and enhancing Medicare beneficiaries' overall understanding of the Medicare programme may reduce CRN.
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Affiliation(s)
- Chanhyun Park
- Health Outcomes Division, College of Pharmacy, The University of Texas at Austin, Austin, Texas, USA
| | - Chiu-Chi Angela Chang
- D'Amore-McKim School of Business, Northeastern University, Boston, Massachusetts, USA
| | - Boon Peng Ng
- College of Nursing, University of Central Florida, Orlando, Florida, USA.,Disability, Aging, and Technology Cluster, University of Central Florida, Orlando, Florida, USA
| | - Gary J Young
- D'Amore-McKim School of Business, Northeastern University, Boston, Massachusetts, USA.,Center for Health Policy and Healthcare Research, Northeastern University, Boston, Massachusetts, USA.,Bouve College of Health Sciences, Northeastern University, Boston, Massachusetts, USA
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39
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ElSayed NA, Aleppo G, Aroda VR, Bannuru RR, Brown FM, Bruemmer D, Collins BS, Hilliard ME, Isaacs D, Johnson EL, Kahan S, Khunti K, Leon J, Lyons SK, Perry ML, Prahalad P, Pratley RE, Seley JJ, Stanton RC, Gabbay RA, on behalf of the American Diabetes Association. 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes-2023. Diabetes Care 2023; 46:S140-S157. [PMID: 36507650 PMCID: PMC9810476 DOI: 10.2337/dc23-s009] [Citation(s) in RCA: 480] [Impact Index Per Article: 240.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, a multidisciplinary expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
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40
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Bouchi R, Kondo T, Ohta Y, Goto A, Tanaka D, Satoh H, Yabe D, Nishimura R, Harada N, Kamiya H, Suzuki R, Yamauchi T. A consensus statement from the Japan Diabetes Society (JDS): a proposed algorithm for pharmacotherapy in people with type 2 diabetes. Diabetol Int 2023; 14:1-14. [PMID: 36636161 PMCID: PMC9829926 DOI: 10.1007/s13340-022-00605-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/14/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Ryotaro Bouchi
- Diabetes and Metabolism Information Center, Diabetes Research Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Tatsuya Kondo
- Department of Diabetes, Metabolism and Endocrinology, Kumamoto University Hospital, Kumamoto, Japan
| | - Yasuharu Ohta
- Division of Endocrinology, Metabolism, Hematological Sciences and Therapeutics, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Atsushi Goto
- Department of Health Data Science, Graduate School of Data Science, Yokohama City University, Kanagawa, Japan
| | - Daisuke Tanaka
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroaki Satoh
- Department of Diabetes and Endocrinology, Juntendo University Urayasu Hospital, Chiba, Japan
| | - Daisuke Yabe
- Department of Diabetes, Endocrinology and Metabolism and Department of Rheumatology and Clinical Immunology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Rimei Nishimura
- Division of Diabetes, Metabolism and Endocrinology, Jikei University School of Medicine, Tokyo, Japan
| | - Norio Harada
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hideki Kamiya
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University, Aichi, Japan
| | - Ryo Suzuki
- Department of Diabetes, Metabolism and Endocrinology, Tokyo Medical University, Tokyo, Japan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic Diseases, University of Tokyo Graduate School of Medicine, Tokyo, Japan
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Bouchi R, Kondo T, Ohta Y, Goto A, Tanaka D, Satoh H, Yabe D, Nishimura R, Harada N, Kamiya H, Suzuki R, Yamauchi T. A consensus statement from the Japan Diabetes Society: A proposed algorithm for pharmacotherapy in people with type 2 diabetes. J Diabetes Investig 2022; 14:151-164. [PMID: 36562245 PMCID: PMC9807160 DOI: 10.1111/jdi.13960] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Ryotaro Bouchi
- Diabetes and Metabolism Information Center, Diabetes Research CenterNational Center for Global Health and MedicineTokyoJapan
| | - Tatsuya Kondo
- Department of Diabetes, Metabolism and EndocrinologyKumamoto University HospitalKumamotoJapan
| | - Yasuharu Ohta
- Division of Endocrinology, Metabolism, Hematological Sciences and TherapeuticsYamaguchi University Graduate School of MedicineUbeJapan
| | - Atsushi Goto
- Department of Health Data Science, Graduate School of Data ScienceYokohama City UniversityYokohamaJapan
| | - Daisuke Tanaka
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hiroaki Satoh
- Department of Diabetes and EndocrinologyJuntendo University Urayasu HospitalUrayasuJapan
| | - Daisuke Yabe
- Department of Diabetes, Endocrinology and Metabolism and Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Rimei Nishimura
- Division of Diabetes, Metabolism and EndocrinologyJikei University School of MedicineTokyoJapan
| | - Norio Harada
- Department of Diabetes, Endocrinology and Nutrition, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hideki Kamiya
- Division of Diabetes, Department of Internal MedicineAichi Medical UniversityNagakuteJapan
| | - Ryo Suzuki
- Department of Diabetes, Metabolism and EndocrinologyTokyo Medical UniversityTokyoJapan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic DiseasesUniversity of Tokyo Graduate School of MedicineTokyoJapan
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Pantea I, Roman N, Repanovici A, Drugus D. Diabetes Patients' Acceptance of Injectable Treatment, a Scientometric Analysis. LIFE (BASEL, SWITZERLAND) 2022; 12:life12122055. [PMID: 36556420 PMCID: PMC9782907 DOI: 10.3390/life12122055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 11/23/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022]
Abstract
Diabetes is a condition associated with multiple systemic secondary risk factors, besides pancreatic dysfunctions, affecting the population worldwide and with high costs impacting the healthcare systems. This paper aims to identify the major issues in patients' adherence to injectable diabetes treatment. After the interrogation of the Web of Science database, a scientometric map was generated, from which six directions of approach were identified as essential factors influencing the patient's adherence. These directions yielded clusters of related articles. Glycemic control with the endocrinology metabolic implications, lifestyle adjustments, the healthcare services, medication therapy algorithm, healthcare services digitalization and healthcare policies seem to have a major impact on injectable diabetes therapy and patient adherence. Further research on every one of the six directions is needed to identify the potential of increasing injectable treatment adherence in diabetes patients.
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Affiliation(s)
- Ileana Pantea
- Faculty of Medicine, Transilvania University of Brasov, 500036 Brasov, Romania
| | - Nadinne Roman
- Faculty of Medicine, Transilvania University of Brasov, 500036 Brasov, Romania
| | - Angela Repanovici
- Faculty of Product Design and Environment, Transilvania University of Brasov, 500036 Brasov, Romania
- Correspondence:
| | - Daniela Drugus
- Faculty of Medicine, University of Medicine and Farmacy Grigore T. Popa, 700115 Iasi, Romania
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Goldman JD, Angueira-Serrano E, Gonzalez JS, Pang C, Tait J, Edelman S. Survey Reveals Patient and Health Care Provider Experiences and Challenges With the Use of High Doses of Basal Insulin. Clin Diabetes 2022; 41:244-257. [PMID: 37092159 PMCID: PMC10115766 DOI: 10.2337/cd22-0062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Type 2 diabetes is a chronic, progressive disease, and its management results in a high emotional burden on patients. Eventually many patients require and can benefit from the use of insulin. This article reports results of a survey of patients and health care providers regarding their experiences of and challenges with the use of basal insulin. Health care providers can play a key role in helping people with type 2 diabetes overcome the challenges associated with the use of basal insulin, including connecting with their emotional needs and understanding the stressors associated with managing diabetes.
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Affiliation(s)
- Jennifer D. Goldman
- Massachusetts College of Pharmacy and Health Sciences, Boston, MA
- Well Life Medical, Peabody, MA
| | | | | | | | | | - Steven Edelman
- University of California, San Diego, Veterans Affairs Medical Center, San Diego, CA
- Taking Control of Your Diabetes, La Jolla, CA
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44
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Luo J, Feldman R, Rothenberger S, Korytkowski M, Fischer MA, Gellad WF. Incidence and Predictors of Primary Nonadherence to Sodium Glucose Co-transporter 2 Inhibitors and Glucagon-Like Peptide 1 Agonists in a Large Integrated Healthcare System. J Gen Intern Med 2022; 37:3562-3569. [PMID: 35048301 PMCID: PMC9585108 DOI: 10.1007/s11606-021-07331-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 12/14/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND Newer glucose-lowering drugs, including sodium glucose co-transporter 2 inhibitors (SGLT2i) and GLP-1 agonists, have a key role in the pharmacologic management of type 2 diabetes. No studies have measured primary nonadherence for these two drug classes, defined as when a medication is prescribed for a patient but ultimately not dispensed to them. OBJECTIVE To describe the incidence and predictors of primary nonadherence to SGLT2i (canagliflozin, empagliflozin) or GLP-1 agonists (dulaglutide, liraglutide, semaglutide) using a dataset that links electronic prescribing with health insurance claims. DESIGN AND PARTICIPANTS A retrospective cohort design using data of adult patients from a large health system who had at least one prescription order for a SGLT2i or GLP-1 agonist between 2012 and 2019. We used mixed-effects multivariable logistic regression to determine associations between sociodemographic, clinical, and provider variables and primary nonadherence. MAIN MEASURES Primary medication nonadherence, defined as no dispensed claim within 30 days of an electronic prescription order for any drug within each medication class. KEY RESULTS The cohort included 5146 patients newly prescribed a SGLT2i or GLP-1 agonist. The overall incidence of 30-day primary medication nonadherence was 31.8% (1637/5146). This incidence rate was 29.8% (n = 726) and 33.6% (n = 911) among those initiating a GLP-1 agonist and SGLT2i, respectively. Age ≥ 65 (aOR 1.37 (95% CI 1.09 to 1.72)), Black race vs White (aOR 1.29 (95% CI 1.02 to 1.62)), diabetic nephropathy (aOR 1.31 (95% CI 1.02 to 1.68)), and hyperlipidemia (aOR 1.18 (95% CI 1.01 to 1.39)) were associated with a higher odds of primary nonadherence. Female sex (aOR 0.86 (95% CI 0.75 to 0.99)), peripheral artery disease (aOR 0.73 (95% CI 0.56 to 0.94)), and having the index prescription ordered by an endocrinologist vs a primary care provider (aOR 0.76 (95% CI 0.61 to 0.95)) were associated with lower odds of primary nonadherence. CONCLUSIONS One third of patients prescribed SGLT2i or GLP-1 agonists in this sample did not fill their prescription within 30 days. Black race, male sex, older age, having greater baseline comorbidities, and having a primary care provider vs endocrinologist prescribe the index drug were associated with higher odds of primary nonadherence. Interventions targeting medication adherence for these newer drugs must consider primary nonadherence as a barrier to optimal clinical care.
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Affiliation(s)
- Jing Luo
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA.
| | - Robert Feldman
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA
| | - Scott Rothenberger
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA
| | - Mary Korytkowski
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Michael A Fischer
- Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, MA, USA
| | - Walid F Gellad
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
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Espinoza Suarez NR, LaVecchia CM, Morrow AS, Fischer KM, Kamath C, Boehmer KR, Brito JP. ABLE to support patient financial capacity: A qualitative analysis of cost conversations in clinical encounters. PATIENT EDUCATION AND COUNSELING 2022; 105:3249-3258. [PMID: 35918230 DOI: 10.1016/j.pec.2022.07.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 07/20/2022] [Accepted: 07/23/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To explore how costs of care are discussed in real clinical encounters and what humanistic elements support them. METHODS A qualitative thematic analysis of 41 purposively selected transcripts of video-recorded clinical encounters from trials run between 2007 and 2015. Videos were obtained from a corpus of 220 randomly selected videos from 8 practice-based randomized trials and 1 pre-post prospective study comparing care with and without shared decision making (SDM) tools. RESULTS Our qualitative analysis identified two major themes: the first, Space Needed for Cost Conversations, describes patients' needs regarding their financial capacity. The second, Caring Responses, describes humanistic elements that patients and clinicians can bring to clinical encounters to include good quality cost conversations. CONCLUSION Our findings suggest that strengthening patient-clinician human connections, focusing on imbalances between patient resources and burdens, and providing space to allow potentially unexpected cost discussions to emerge may best support high quality cost conversations and tailored care plans. PRACTICE IMPLICATIONS We recommend clinicians consider 4 aspects of communication, represented by the mnemonic ABLE: Ask questions, Be kind and acknowledge emotions, Listen for indirect signals and (discuss with) Every patient. Future research should evaluate the practicality of these recommendations, along with system-level improvements to support implementation of our recommendations.
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Affiliation(s)
- Nataly R Espinoza Suarez
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA; VITAM - Centre for Sustainable Health Research, Laval University, Quebec, QC, Canada
| | | | - Allison S Morrow
- Evidence-Based Practice Center, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA; Milken Institute School of Public Health, The George Washington University, Washington DC, USA
| | - Karen M Fischer
- Division of Biomedical Statistics and Informatics, Mayo Clinic, MN, USA
| | - Celia Kamath
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA; Evidence-Based Practice Center, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA
| | - Kasey R Boehmer
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA; Evidence-Based Practice Center, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA.
| | - Juan P Brito
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA; Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, MN, USA.
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Alanazi M, Alatawi AM. Adherence to Diabetes Mellitus Treatment Regimen Among Patients With Diabetes in the Tabuk Region of Saudi Arabia. Cureus 2022; 14:e30688. [DOI: 10.7759/cureus.30688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2022] [Indexed: 11/06/2022] Open
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Cai C, Woolhandler S, McCormick D, Himmelstein DU, Himmelstein J, Schrier E, Dickman SL. Racial and Ethnic Inequities in Diabetes Pharmacotherapy: Black and Hispanic Patients Are Less Likely to Receive SGLT2is and GLP1as. J Gen Intern Med 2022; 37:3501-3503. [PMID: 35141853 PMCID: PMC9551144 DOI: 10.1007/s11606-022-07428-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/19/2022] [Indexed: 10/19/2022]
Affiliation(s)
- Christopher Cai
- Department of Medicine, Internal Medicine Residency at Brigham and Women's Hospital/Harvard Medical School, Boston, MA, USA.
| | - Steffie Woolhandler
- City University of New York at Hunter College, New York City, NY, USA
- Cambridge Health Alliance/Harvard Medical School, Cambridge, MA, USA
| | - Danny McCormick
- Cambridge Health Alliance/Harvard Medical School, Cambridge, MA, USA
| | - David U Himmelstein
- City University of New York at Hunter College, New York City, NY, USA
- Cambridge Health Alliance/Harvard Medical School, Cambridge, MA, USA
| | | | - Elizabeth Schrier
- University of California San Francisco (UCSF) School of Medicine, San Francisco, CA, USA
| | - Samuel L Dickman
- Planned Parenthood South Texas, San Antonio, TX, USA
- The University of Texas at Austin, Austin, TX, USA
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Phillips AZ, Kiefe CI, Lewis CE, Schreiner PJ, Tajeu GS, Carnethon MR. Alcohol Use and Blood Pressure Among Adults with Hypertension: the Mediating Roles of Health Behaviors. J Gen Intern Med 2022; 37:3388-3395. [PMID: 35212874 PMCID: PMC9551008 DOI: 10.1007/s11606-021-07375-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 12/17/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Alcohol use is associated with increased blood pressure among adults with hypertension, but it is unknown whether some of the observed relationship is explained by mediating behaviors related to alcohol use. OBJECTIVE We assess the potential indirect role of smoking, physical inactivity, unhealthy diet, and poor medication adherence on the association between alcohol use and blood pressure among Black and White men and women with hypertension. DESIGN Adjusted repeated-measures analyses using generalized estimating equations and mediation analyses using inverse odds ratio weighting. PARTICIPANTS 1835 participants with hypertension based on ACC/AHA 2017 guidelines in three most recent follow-up exams of the longitudinal Coronary Artery Risk Development in Young Adults cohort study (2005-2016). MAIN MEASURES Alcohol use was assessed using both self-reported average ethanol intake (drinks/day) and engagement in heavy episodic drinking (HED) in the past 30 days. Systolic and diastolic blood pressure (SBP, DBP) were measured by trained technicians (mmHg). Smoking, physical inactivity, and diet were self-reported and categorized according to American Heart Association criteria, and medication adherence was assessed using self-reported typical adherence to antihypertensive medications. KEY RESULTS At baseline (2005-2006), 57.9% of participants were Black and 51.4% were women. Mean age (standard deviation) was 45.5 (3.6) years, mean SBP was 128.7 (15.5) mmHg, and mean DBP was 83.2 (10.1) mmHg. Each additional drink per day was significantly associated with higher SBP (β = 0.713 mmHg, 95% confidence interval (CI): 0.398, 1.028) and DBP (β = 0.398 mmHg, 95% CI: 0.160, 0.555), but there was no evidence of mediation by any of the behaviors. HED was not associated with blood pressure independent of average consumption. CONCLUSIONS These findings support the direct nature of the association of alcohol use with blood pressure and the utility of advising patients with hypertension to limit consumption in addition to other behavioral and pharmacological interventions.
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Affiliation(s)
- Aryn Z Phillips
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 680 N. Lake Shore Drive, Suite 1400, Chicago, IL, 60611, USA.
| | - Catarina I Kiefe
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, 01605, USA
| | - Cora E Lewis
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, 1665 University Boulevard, Birmingham, AB, 35233, USA
| | - Pamela J Schreiner
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Gabriel S Tajeu
- Department of Health Services Administration and Policy, Temple University College of Public Health, 1101 W. Montgomery Avenue, Philadelphia, PA, 19122, USA
| | - Mercedes R Carnethon
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 680 N. Lake Shore Drive, Suite 1400, Chicago, IL, 60611, USA
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Isaacs D, Kruger DF, Shoger E, Chawla H. Patient Perceptions of Satisfaction and Quality of Life Regarding Use of a Novel Insulin Delivery Device. Clin Diabetes 2022; 41:198-207. [PMID: 37092165 PMCID: PMC10115765 DOI: 10.2337/cd22-0034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Advances in insulin delivery technologies have led to the development of tubeless "patch" systems; however, these devices still involve a level of complexity. We surveyed individuals with type 1 or type 2 diabetes to explore their attitudes and satisfaction after using the CeQur Simplicity insulin patch (SIP) for 2 months. Transition to the SIP yielded significant increases in respondents' overall treatment satisfaction, less diabetes burden, and improvements in psychological well-being compared with respondents' prior insulin delivery method.
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Affiliation(s)
| | - Davida F. Kruger
- Division of Endocrinology, Diabetes, Bone Disease, Henry Ford Health System, Detroit, MI
| | - Erik Shoger
- dQ&A – The Diabetes Research Company, San Francisco, CA
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50
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Ganatra S, Dani SS, Kumar A, Khan SU, Wadhera R, Neilan TG, Thavendiranathan P, Barac A, Hermann J, Leja M, Deswal A, Fradley M, Liu JE, Sadler D, Asnani A, Baldassarre LA, Gupta D, Yang E, Guha A, Brown SA, Stevens J, Hayek SS, Porter C, Kalra A, Baron SJ, Ky B, Virani SS, Kazi D, Nasir K, Nohria A. Impact of Social Vulnerability on Comorbid Cancer and Cardiovascular Disease Mortality in the United States. JACC CardioOncol 2022; 4:326-337. [PMID: 36213357 PMCID: PMC9537091 DOI: 10.1016/j.jaccao.2022.06.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/30/2022] [Accepted: 06/01/2022] [Indexed: 11/23/2022] Open
Abstract
Background Racial and social disparities exist in outcomes related to cancer and cardiovascular disease (CVD). Objectives The aim of this cross-sectional study was to study the impact of social vulnerability on mortality attributed to comorbid cancer and CVD. Methods The Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research database (2015-2019) was used to obtain county-level mortality data attributed to cancer, CVD, and comorbid cancer and CVD. County-level social vulnerability index (SVI) data (2014-2018) were obtained from the CDC's Agency for Toxic Substances and Disease Registry. SVI percentiles were generated for each county and aggregated to form SVI quartiles. Age-adjusted mortality rates (AAMRs) were estimated and compared across SVI quartiles to assess the impact of social vulnerability on mortality related to cancer, CVD, and comorbid cancer and CVD. Results The AAMR for comorbid cancer and CVD was 47.75 (95% CI: 47.66-47.85) per 100,000 person-years, with higher mortality in counties with greater social vulnerability. AAMRs for cancer and CVD were also significantly greater in counties with the highest SVIs. However, the proportional increase in mortality between the highest and lowest SVI counties was greater for comorbid cancer and CVD than for either cancer or CVD alone. Adults <45 years of age, women, Asian and Pacific Islanders, and Hispanics had the highest relative increase in comorbid cancer and CVD mortality between the fourth and first SVI quartiles, without significant urban-rural differences. Conclusions Comorbid cancer and CVD mortality increased in counties with higher social vulnerability. Improved education, resource allocation, and targeted public health interventions are needed to address inequities in cardio-oncology.
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Affiliation(s)
- Sarju Ganatra
- Cardio-Oncology Program, Division of Cardiovascular Medicine, Department of Medicine, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
- Division of Cardiovascular Medicine, Department of Medicine, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
| | - Sourbha S. Dani
- Division of Cardiovascular Medicine, Department of Medicine, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
| | - Ashish Kumar
- Department of Medicine, Cleveland Clinic Akron General, Akron, Ohio, USA
| | - Safi U. Khan
- Department of Cardiovascular Medicine, Houston Methodist, Houston, Texas, USA
| | - Rishi Wadhera
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Tomas G. Neilan
- Cardiovascular Imaging Research Center and Cardio-Oncology Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Paaladinesh Thavendiranathan
- Ted Rogers Program in Cardiotoxicity Prevention, Division of Cardiology and Joint Division of Medical Imaging, Peter Munk Cardiac Center, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Ana Barac
- Cardio-Oncology Program, Department of Cardiology, MedStar Washington Hospital Center, MedStar Heart and Vascular Institute, Washington, District of Columbia, USA
| | - Joerg Hermann
- Cardio-Oncology Program, Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Monika Leja
- Cardio-Oncology Program, Department of Cardiovascular Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Anita Deswal
- Cardio-Oncology Program, Division of Cardiovascular Medicine, Department of Medicine, MD Anderson Cancer Center, Houston, Texas, USA
| | - Michael Fradley
- Cardio-Oncology Translational Center of Excellence, Division of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jennifer E. Liu
- Cardiology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Diego Sadler
- Cardio-Oncology Program, Department of Cardiovascular Medicine, Cleveland Clinic Florida, Weston, Florida, USA
| | - Aarti Asnani
- Cardio-Oncology Program, Department of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Lauren A. Baldassarre
- Cardio-Oncology Program, Department of Cardiovascular Medicine, Yale New Haven Hospital, Yale University, New Haven, Connecticut, USA
| | - Dipti Gupta
- Cardiology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Eric Yang
- Cardio-Oncology Program, Department of Cardiovascular Medicine, University of California-Los Angeles, Los Angeles, California, USA
| | - Avirup Guha
- Cardio-Oncology Program, Medical College of Georgia at Augusta University, Augusta, Georgia, USA
| | - Sherry-Ann Brown
- Cardio-Oncology Program, Division of Cardiovascular Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Jennifer Stevens
- Center for Healthcare Delivery Science, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Salim S. Hayek
- Cardio-Oncology Program, Department of Cardiovascular Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Charles Porter
- Cardio-Oncology Program, Department of Cardiovascular Medicine, University of Kansas Medical Center, Kansas City, Missouri, USA
| | - Ankur Kalra
- Department of Cardiovascular Medicine, Indiana University, Indianapolis, Indiana, USA
| | - Suzanne J. Baron
- Division of Cardiovascular Medicine, Department of Medicine, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
| | - Bonnie Ky
- Cardio-Oncology Translational Center of Excellence, Division of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Salim S. Virani
- Health Policy and Quality Program, Michael E. DeBakey VA Medical Center, Health Services Research and Development Center of Excellence and Section of Health Services Research, Baylor College of Medicine, Houston, Texas, USA
| | - Dhruv Kazi
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Khurram Nasir
- Department of Cardiovascular Medicine, Houston Methodist, Houston, Texas, USA
| | - Anju Nohria
- Cardio-Oncology Program, Department of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
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