1
|
Svendsen JR, Pedersen ML, Hauerberg J, Gredal O. Subarachnoid haemorrhage and intracranial aneurysms in Greenland in the period 2018-2021: incidence, outcome and familial disposition. Int J Circumpolar Health 2024; 83:2356889. [PMID: 38788126 PMCID: PMC11134107 DOI: 10.1080/22423982.2024.2356889] [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: 02/05/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
Subarachnoid haemorrhages (SAH) caused by rupture of intracranial aneurysms (IA) are a severe condition. Earlier studies found a higher incidence of SAH in Greenlandic patients compared to Danish patients, with familial aggregation also higher in Greenland. However, updated data is lacking. To investigate the contemporary incidence, outcome, and familial disposition of SAH/IA in Greenlandic patients in 2018-2021. Greenlandic patients diagnosed with ruptured or unruptured IA (UIA) during 2018-2021 were included. Data was obtained from patient files, x-ray department, and discharge registry. Incidence rates were estimated as cases/100,000/year. Direct age-standardised incidence rates were calculated using WHO 2000-2025 as standards. Of 30 SAH patients, 20 (66.7%) were females, 10 (33.3%) males. Of 36 UIA patients, 27 (75.0%) were females, 9 (25.0%) males. For SAH, crude incidence was 13.4/100,000/year, age-standardised incidence was 10.8/100,000/year. Familial history was observed in 30.0% of SAH patients. 5 patients (16.7%) died before treatment, 28-day case-fatality rate (CFR) for all patients was 23.3%. Overall and age-standardised incidence rates were similar to previous studies but higher among females and compared to neighbouring countries. A high occurrence of familial history was reported. SAH remains a serious condition in Greenland, as evidenced by five fatalities before treatment was administered.
Collapse
Affiliation(s)
| | - Michael Lynge Pedersen
- Greenland Center for Health Research, Institute of Health and Nature, University of Greenland, Nuuk, Greenland; Steno Diabetes Center Greenland, Nuuk, Greenland, Nuuk, Greenland
| | - John Hauerberg
- Department of neurosurgery, Copenhagen University Hospital (Rigshospitalet), Copenhagen, Denmark
| | - Ole Gredal
- Medical Department, Queen Ingrid’s Hospital, Nuuk, Greenland
| |
Collapse
|
2
|
Li Y, Xin J, Fang S, Wang F, Jin Y, Wang L. Development and Validation of a Predictive Model for Early Identification of Cognitive Impairment Risk in Community-Based Hypertensive Patients. J Appl Gerontol 2024; 43:1867-1877. [PMID: 38832577 DOI: 10.1177/07334648241257795] [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: 06/05/2024] Open
Abstract
Objective: To investigate the risk factors for the development of mild cognitive dysfunction in hypertensive patients in the community and to develop a risk prediction model. Method: The data used in this study were obtained from two sources: the China Health and Retirement Longitudinal Study (CHARLS) and the Chinese Longitudinal Healthy Longevity Survey (CLHLS). A total of 1121 participants from CHARLS were randomly allocated into a training set and a validation set, following a 70:30 ratio. Meanwhile, an additional 4016 participants from CLHLS were employed for external validation of the model. The patients in this study were divided into two groups: those with mild cognitive impairment and those without. General information, employment status, pension, health insurance, and presence of depressive symptoms were compared between the two groups. LASSO regression analysis was employed to identify the most predictive variables for the model, utilizing 14-fold cross-validation. The risk prediction model for cognitive impairment in hypertensive populations was developed using generalized linear models. The model's discriminatory power was evaluated through the area under the receiver operating characteristic (ROC) curve and calibration curves. Results: In the modeling group, eight variables such as gender, age, residence, education, alcohol use, depression, employment status, and health insurance were ultimately selected from an initial pool of 21 potential predictors to construct the risk prediction model. The area under the curve (AUC) values for the training, internal, and external validation sets were 0.777, 0.785, and 0.782, respectively. All exceeded the threshold of 0.7, suggesting that the model effectively predicts the incidence of mild cognitive dysfunction in community-based hypertensive patients. A risk prediction model was developed using a generalized linear model in conjunction with Lasso regression. The model's performance was evaluated using the area under the receiver operating characteristic (ROC) curve. Hosmer-Lemeshow test values yielded p = .346 and p = .626, both of which exceeded the 0.05 threshold. Calibration curves demonstrated a significant agreement between the nomogram model and observed outcomes, serving as an effective tool for evaluating the model's predictive performance. Discussion: The predictive model developed in this study serves as a promising and efficient tool for evaluating cognitive impairment in hypertensive patients, aiding community healthcare workers in identifying at-risk populations.
Collapse
Affiliation(s)
- Yan Li
- Shanxi Medical University, Taiyuan, China
- Department of Epidemiology and Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Jimei Xin
- Shanxi Medical University, Taiyuan, China
- Department of Epidemiology and Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Sen Fang
- Shanxi Medical University, Taiyuan, China
- Department of Geriatrics, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Fang Wang
- Shanxi Medical University, Taiyuan, China
- Department of Epidemiology and Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Yufei Jin
- Shanxi Medical University, Taiyuan, China
- Department of Geriatrics, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Lei Wang
- Shanxi Medical University, Taiyuan, China
- Department of Geriatrics, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| |
Collapse
|
3
|
Franchi M, Torrigiani G, Kjeldsen SE, Mancia G, Corrao G. Long-term exposure to antihypertensive drugs and the risk of cancer occurrence: evidence from a large population-based study. J Hypertens 2024; 42:2107-2114. [PMID: 39258512 PMCID: PMC11556872 DOI: 10.1097/hjh.0000000000003841] [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: 07/22/2023] [Revised: 07/13/2024] [Accepted: 08/04/2024] [Indexed: 09/12/2024]
Abstract
OBJECTIVE Available data on the association between antihypertensive drugs and cancer are characterized by a few years follow-up. Our aim has been to evaluate the association between long-term exposure to antihypertensive drugs and the risk of cancer occurrence. METHODS Using the healthcare utilization databases of the Lombardy region (Italy), individuals aged 40-85 years who had no previous history of cancer and were newly dispensed with at least one antihypertensive drug from the major drug classes between 2009 and 2011 were followed from the first drug dispensation to December 31, 2020. Data were analyzed according to the first drug used and the intention to treat principle, but also via an "as treated" approach, that is, by considering changes of and exposure to drugs during follow-up. The association between the duration of exposure to each drug class and the risk of cancer occurrence was evaluated using the adjusted Cox regression models. RESULTS The study cohort included 338 910 new drug users (median age, 59 years; 49.5% males). During a median follow-up of 10.2 years, 36 556 cancers occurred. There was no consistent significant association between the risk of cancer occurrence and angiotensin-converting-enzyme inhibitors, angiotensin-receptor blockers, or thiazides. A progressive, weak increase in cancer occurrence was associated with progressive exposure to calcium channel blockers and, limited to long-term exposure, to beta-blockers. A modest progressive increase in risk was observed also for thiazide-like and loop diuretics in the as treated, although not in the intention to treat approach. CONCLUSIONS Long-term evaluation of exposure to antihypertensive drugs did not show consistent associations between thiazides, angiotensin-receptor blockers, or angiotensin-converting-enzyme inhibitors and the risk of cancer occurrence. A weak association was observed between cancer and the duration of exposure to calcium channel blockers and beta-blockers.
Collapse
Affiliation(s)
- Matteo Franchi
- National Centre for Healthcare Research and Pharmacoepidemiology
- Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Ginevra Torrigiani
- National Centre for Healthcare Research and Pharmacoepidemiology
- Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | | | | | - Giovanni Corrao
- National Centre for Healthcare Research and Pharmacoepidemiology
- University of Milano-Bicocca, Milan, Italy
| |
Collapse
|
4
|
Gulayin PE, Gutierrez L, Pinto D, Fontana S, Ávila M, Gómez W, Irazola V. A Multi-Component Intervention to Improve Therapeutic Adherence in Uncontrolled Hypertensive Patients Within the Primary Care Level: A Before-and-After Study. High Blood Press Cardiovasc Prev 2024; 31:271-278. [PMID: 38717676 DOI: 10.1007/s40292-024-00645-1] [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: 01/15/2024] [Accepted: 04/17/2024] [Indexed: 06/09/2024] Open
Abstract
INTRODUCTION Non-adherence to medication severely affects chronic disease control. AIM To assess whether a multi-component intervention implemented at the public primary care level in Argentina improves adherence to antihypertensive medication and helps to reduce blood pressure (BP) levels in uncontrolled hypertensive patients. METHODS A before-and-after study was conducted in five public primary care clinics located in the city of Almirante Brown, Argentina. One hundred and twenty-five uncontrolled hypertensive patients received a multi-component intervention based on the Chronic Care model and the 5As strategy (Ask, Advise, Agree, Assist, and Arrange). Medication possession ratio (MPR) and BP values were assessed before and after a 6-month period. RESULTS The follow-up rate was 96.8%. Main baseline characteristics were as follows, male: 44.8%, mean age: 57.1 years (± 8.1), exclusive public healthcare coverage: 83.5%, primary school level or less: 68.8%, and mean systolic/diastolic BP: 157.4 (± 13.6)/97.7 (± 8.2) mmHg. After implementing the intervention, a significant increase in the proportion of adequate adherence (MPR ≥ 80%) was observed, from 16.8% at baseline to 47.2% (p < 0.001). A significant reduction of 16.4 mmHg (CI 95%: 19.6, 13.1) was observed for systolic blood pressure (SBP) and 12.0 mmHg (CI 95%: 14.2, 9.9) for diastolic blood pressure (DBP) (p < 0.001). At 6 months, 51.2% of the population achieved blood pressure control (SBP < 140 mmHg and DBP < 90 mmHg). CONCLUSIONS The study intervention was associated with an increased adherence rate, achieving a significant reduction in BP values and reaching BP control in more than half of the population.
Collapse
Affiliation(s)
- Pablo Elías Gulayin
- Instituto de Efectividad Clínica y Sanitaria, Emilio Ravignani 2024, C1414CPV, Buenos Aires, Argentina.
- Facultad de Ciencias Médicas, Universidad Nacional de La Plata, La Plata, Argentina.
| | - Laura Gutierrez
- Instituto de Efectividad Clínica y Sanitaria, Emilio Ravignani 2024, C1414CPV, Buenos Aires, Argentina
| | - Diana Pinto
- Instituto de Efectividad Clínica y Sanitaria, Emilio Ravignani 2024, C1414CPV, Buenos Aires, Argentina
| | - Silvina Fontana
- Secretaría de Salud de la localidad de Almirante Brown, Pcia, Buenos Aires, Argentina
| | - Mariana Ávila
- Secretaría de Salud de la localidad de Almirante Brown, Pcia, Buenos Aires, Argentina
| | - Walter Gómez
- Secretaría de Salud de la localidad de Almirante Brown, Pcia, Buenos Aires, Argentina
| | - Vilma Irazola
- Instituto de Efectividad Clínica y Sanitaria, Emilio Ravignani 2024, C1414CPV, Buenos Aires, Argentina
- Comisión Nacional de Investigaciones Científico Tecnológicas, CONICET, Buenos Aires, Argentina
| |
Collapse
|
5
|
Chun HS, Papatheodoridis GV, Lee M, Lee HA, Kim YH, Kim SH, Oh YS, Park SJ, Kim J, Lee HA, Kim HY, Kim TH, Yoon EL, Jun DW, Ahn SH, Sypsa V, Yurdaydin C, Lampertico P, Calleja JL, Janssen HLA, Dalekos GN, Goulis J, Berg T, Buti M, Kim SU, Kim YJ. PAGE-B incorporating moderate HBV DNA levels predicts risk of HCC among patients entering into HBeAg-positive chronic hepatitis B. J Hepatol 2024; 80:20-30. [PMID: 37734683 DOI: 10.1016/j.jhep.2023.09.011] [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: 02/26/2023] [Revised: 07/31/2023] [Accepted: 09/05/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND & AIMS Recent studies reported that moderate HBV DNA levels are significantly associated with hepatocellular carcinoma (HCC) risk in hepatitis B e antigen (HBeAg)-positive, non-cirrhotic patients with chronic hepatitis B (CHB). We aimed to develop and validate a new risk score to predict HCC development using baseline moderate HBV DNA levels in patients entering into HBeAg-positive CHB from chronic infection. METHODS This multicenter cohort study recruited 3,585 HBeAg-positive, non-cirrhotic patients who started antiviral treatment with entecavir or tenofovir disoproxil fumarate at phase change into CHB from chronic infection in 23 tertiary university-affiliated hospitals of South Korea (2012-2020). A new HCC risk score (PAGED-B) was developed (training cohort, n = 2,367) based on multivariable Cox models. Internal validation using bootstrap sampling and external validation (validation cohort, n = 1,218) were performed. RESULTS Sixty (1.7%) patients developed HCC (median follow-up, 5.4 years). In the training cohort, age, gender, platelets, diabetes and moderate HBV DNA levels (5.00-7.99 log10 IU/ml) were independently associated with HCC development; the PAGED-B score (based on these five predictors) showed a time-dependent AUROC of 0.81 for the prediction of HCC development at 5 years. In the validation cohort, the AUROC of PAGED-B was 0.85, significantly higher than for other risk scores (PAGE-B, mPAGE-B, CAMD, and REAL-B). When stratified by the PAGED-B score, the HCC risk was significantly higher in high-risk patients than in low-risk patients (sub-distribution hazard ratio = 8.43 in the training and 11.59 in the validation cohorts, all p <0.001). CONCLUSIONS The newly established PAGED-B score may enable risk stratification for HCC at the time of transition into HBeAg-positive CHB. IMPACT AND IMPLICATIONS In this study, we developed and validated a new risk score to predict hepatocellular carcinoma (HCC) development in patients entering into hepatitis B e antigen (HBeAg)-positive chronic hepatitis B (CHB) from chronic infection. The newly established PAGED-B score, which included baseline moderate HBV DNA levels (5-8 log10 IU/ml), improved on the predictive performance of prior risk scores. Based on a patient's age, gender, diabetic status, platelet count, and moderate DNA levels (5-8 log10 IU/ml) at the phase change into CHB from chronic infection, the PAGED-B score represents a reliable and easily available risk score to predict HCC development during the first 5 years of antiviral treatment in HBeAg-positive patients entering into CHB. With a scoring range from 0 to 12 points, the PAGED-B score significantly differentiated the 5-year HCC risk: low <7 points and high ≥7 points.
Collapse
Affiliation(s)
- Ho Soo Chun
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea; Department of Internal Medicine, Ewha Womans University Medical Center, Seoul, Korea
| | - George V Papatheodoridis
- Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Minjong Lee
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea; Department of Internal Medicine, Ewha Womans University Medical Center, Seoul, Korea.
| | - Hye Ah Lee
- Clinical Trial Center, Ewha Womans University Seoul Hospital, Seoul, Korea
| | - Yeong Hwa Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Seo Hyun Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Yun-Seo Oh
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Su Jin Park
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Jihye Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Han Ah Lee
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea; Department of Internal Medicine, Ewha Womans University Medical Center, Seoul, Korea
| | - Hwi Young Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea; Department of Internal Medicine, Ewha Womans University Medical Center, Seoul, Korea
| | - Tae Hun Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea; Department of Internal Medicine, Ewha Womans University Medical Center, Seoul, Korea
| | - Eileen L Yoon
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
| | - Sang Hoon Ahn
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea; Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Vana Sypsa
- Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, General Hospital of Athens "Laiko", Athens, Greece
| | - Cihan Yurdaydin
- Department of Gastroenterology & Hepatology, Koc University Medical School, Istanbul, Turkey
| | - Pietro Lampertico
- Division of Gastroenterology and Hepatology, CRC "A. M. and A. Migliavacca" Center for Liver Disease, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Harry LA Janssen
- Department of Gastroenterology & Hepatology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - George N Dalekos
- Department of Medicine and Research Laboratory of Internal Medicine, National Expertise Center of Greece in Autoimmune Liver Diseases, General University Hospital of Larissa, Larissa, Greece
| | - John Goulis
- 4th Department of Internal Medicine, Αristotle University of Thessaloniki Medical School, Thessaloniki, Greece
| | - Thomas Berg
- Division of Hepatology, Department of Medicine II, Leipzig University Medical Center, Leipzig, Germany
| | - Maria Buti
- Hospital General Universitario Vall Hebron and Ciberehd, Barcelona, Spain
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea; Yonsei Liver Center, Severance Hospital, Seoul, Korea.
| | - Yoon Jun Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea.
| |
Collapse
|
6
|
Kariis HM, Kasela S, Jürgenson T, Saar A, Lass J, Krebs K, Võsa U, Haan E, Milani L, Lehto K. The role of depression and antidepressant treatment in antihypertensive medication adherence and persistence: Utilising electronic health record data. J Psychiatr Res 2023; 168:269-278. [PMID: 37924579 DOI: 10.1016/j.jpsychires.2023.10.018] [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: 03/12/2023] [Revised: 08/16/2023] [Accepted: 10/13/2023] [Indexed: 11/06/2023]
Abstract
Higher blood pressure levels in patients with depression may be associated with lower adherence to antihypertensive medications (AHMs). Here, we use electronic health record (EHR) data from the Estonian Biobank (EstBB) to investigate the role of lifetime depression in AHM adherence and persistence. We also explore the relationship between antidepressant initiation and intraindividual change in AHM adherence among hypertension (HTN) patients with newly diagnosed depression. Diagnosis and pharmacy refill data were obtained from the National Health Insurance database. Adherence and persistence to AHMs were determined for hypertension (HTN) patients initiating treatment between 2009 and 2017 with a three-year follow-up period. Multivariable regression was used to explore the associations between depression and AHM adherence or persistence, adjusting for sociodemographic, genetic, and health-related factors. A linear mixed-effects model was used to estimate the effect of antidepressant treatment initiation on antihypertensive medication adherence, adjusting for age and sex. We identified 20,724 individuals with newly diagnosed HTN (6294 depression cases and 14,430 controls). Depression was associated with 6% lower probability of AHM adherence (OR = 0.943, 95%CI = 0.909-0.979) and 12% lower odds of AHM persistence (OR = 0.876, 95%CI = 0.821-0.936). Adjusting for sociodemographic, genetic, and health-related factors did not significantly influence these associations. AHM adherence increased 8% six months after initiating antidepressant therapy (N = 132; β = 0.078; 95%CI = 0.025-0.131). Based on the EHR data on EstBB participants, depression is associated with lower AHM adherence and persistence. Additionally, antidepressant therapy may help improve AHM adherence in patients with depression.
Collapse
Affiliation(s)
- Hanna Maria Kariis
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Silva Kasela
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Tuuli Jürgenson
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Aet Saar
- North Estonia Medical Centre, J. Sütiste Street 19, Tallinn, 13419, Harjumaa, Estonia
| | - Jana Lass
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia; Tartu University Hospital, L. Puusepa 8, Tartu, 50406, Tartumaa, Estonia
| | - Kristi Krebs
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Urmo Võsa
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Elis Haan
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Lili Milani
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia
| | - Kelli Lehto
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23B, Tartu, 51010, Tartumaa, Estonia.
| |
Collapse
|
7
|
Bakris G, Chen C, Campbell AK, Ashton V, Haskell L, Singhal M. Association of uncontrolled blood pressure in apparent treatment-resistant hypertension with increased risk of major adverse cardiovascular events plus. J Clin Hypertens (Greenwich) 2023; 25:737-747. [PMID: 37461262 PMCID: PMC10423765 DOI: 10.1111/jch.14701] [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: 06/02/2023] [Revised: 06/30/2023] [Accepted: 07/04/2023] [Indexed: 08/15/2023]
Abstract
Patients with apparent treatment-resistant hypertension (aTRH) are at increased risk of end-organ damage and cardiovascular events. Little is known about the effects of blood pressure (BP) control in this population. Using a national claims database integrated with electronic medical records, the authors evaluated the relationships between uncontrolled BP (UBP; ≥130/80 mmHg) or controlled BP (CBP; <130/80 mmHg) and risk of major adverse cardiovascular events plus (MACE+; stroke, myocardial infarction, heart failure requiring hospitalization) and end-stage renal disease (ESRD) in adult patients with aTRH (taking ≥3 antihypertensive medication classes concurrently within 30 days between January 1, 2015 and June 30, 2021). MACE+ components were also evaluated separately. Multivariable regression models were used to adjust for baseline differences in demographic and clinical characteristics, and sensitivity analyses using CBP <140/90 mmHg were conducted. Patients with UBP (n = 22 333) were younger and had fewer comorbidities at baseline than those with CBP (n = 11 427). In the primary analysis, which adjusted for these baseline differences, UBP versus CBP patients were at an 8% increased risk of MACE+ (driven by a 31% increased risk of stroke) and a 53% increased risk of ESRD after 2.7 years of follow-up. Greater MACE+ (22%) and ESRD (98%) risk increases with UBP versus CBP were seen in the sensitivity analysis. These real-world data showed an association between suboptimal BP control in patients with aTRH and higher incidence of MACE+ and ESRD linked with UBP despite the use of multidrug regimens. Thus, there remains a need for improved aTRH management.
Collapse
Affiliation(s)
| | - Cindy Chen
- Janssen Scientific Affairs, LLCTitusvilleNew JerseyUSA
| | | | | | - Lloyd Haskell
- Janssen Research & Development, LLCRaritanNew JerseyUSA
| | - Mukul Singhal
- Janssen Scientific Affairs, LLCTitusvilleNew JerseyUSA
| |
Collapse
|
8
|
Migliaccio S, Moretti A, Biffi A, Ronco R, Porcu G, Adami G, Alvaro R, Bogini R, Caputi AP, Cianferotti L, Frediani B, Gatti D, Gonnelli S, Lenzi A, Leone S, Nicoletti T, Paoletta M, Pennini A, Piccirilli E, Michieli R, Tarantino U, Rossini M, Corrao G, Brandi ML, Iolascon G. Medication holidays in osteoporosis: evidence-based recommendations from the Italian guidelines on 'Diagnosis, risk stratification, and continuity of care of fragility fractures' based on a systematic literature review. Ther Adv Musculoskelet Dis 2023; 15:1759720X231177110. [PMID: 37359175 PMCID: PMC10286165 DOI: 10.1177/1759720x231177110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 04/24/2023] [Indexed: 06/28/2023] Open
Abstract
Background Noncommunicable, chronic diseases need pharmacological interventions for long periods or even throughout life. The temporary or permanent cessation of medication for a specific period, known as a 'medication holiday,' should be planned by healthcare professionals. Objectives We evaluated the association between continuity (adherence or persistence) of treatment and several outcomes in patients with fragility fractures in the context of the development of the Italian Guidelines. Design Systematic review. Data Sources and Methods We systematically searched PubMed, Embase, and the Cochrane Library up to November 2020 for randomized clinical trials (RCTs) and observational studies that analyzed medication holidays in patients with fragility fracture. Three authors independently extracted data and appraised the risk of bias of the included studies. The quality of evidence was assessed using the Grading of Recommendations Assessment, Development and Evaluation methodology. Effect sizes were pooled in a meta-analysis using random effects models. Primary outcomes were refracture and quality of life; secondary outcomes were mortality and treatment-related adverse events. Results Six RCTs and nine observational studies met our inclusion criteria, ranging from very low to moderate quality. The adherence to antiosteoporotic drugs was associated with a lower risk of nonvertebral fracture [relative risk (RR) 0.42, 95% confidence interval (CI) 0.20-0.87; three studies] than nonadherence, whereas no difference was detected in the health-related quality of life. A reduction in refracture risk was observed when continuous treatment was compared to discontinuous therapy (RR 0.49, 95% CI 0.25-0.98; three studies). A lower mortality rate was detected for the adherence and persistence measures, while no significant differences were noted in gastrointestinal side effects in individuals undergoing continuous versus discontinuous treatment. Conclusion Our findings suggest that clinicians should promote adherence and persistence to antiosteoporotic treatment in patients with fragility fractures unless serious adverse effects occur.
Collapse
Affiliation(s)
- Silvia Migliaccio
- Department of Movement, Human and Health Sciences, Foro Italico University, Rome, Italy
| | - Antimo Moretti
- Department of Medical and Surgical Specialties and Dentistry, University of Campania “Luigi Vanvitelli,” Napoli, Italy
| | - Annalisa Biffi
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | - Raffaella Ronco
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | - Gloria Porcu
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | | | - Rosaria Alvaro
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | | | | | | | - Bruno Frediani
- Department of Medicine, Surgery and Neurosciences, Rheumatology Unit, Azienda Ospedaliero-Universitaria Senese, University of Siena, Siena, Italy
| | - Davide Gatti
- Rheumatology Unit, University of Verona, Verona, Italy
| | - Stefano Gonnelli
- Department of Medicine, Surgery and Neuroscience, Policlinico Le Scotte, University of Siena, Siena, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, Viale del Policlinico, Sapienza University of Rome, Rome, Italy
| | - Salvatore Leone
- AMICI Onlus, Associazione nazionale per le Malattie Infiammatorie Croniche dell’Intestino, Milan, Italy
| | - Tiziana Nicoletti
- CnAMC, Coordinamento nazionale delle Associazioni dei Malati Cronici e rari di Cittadinanzattiva, Rome, Italy
| | - Marco Paoletta
- Department of Medical and Surgical Specialties and Dentistry, University of Campania “Luigi Vanvitelli,” Napoli, Italy
| | - Annalisa Pennini
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Eleonora Piccirilli
- Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata,” Rome, Italy
- Department of Orthopedics and Traumatology, “Policlinico Tor Vergata” Foundation, Rome, Italy
| | - Raffaella Michieli
- Italian Society of General Medicine and Primary Care (SIMG), Florence, Italy
| | - Umberto Tarantino
- Department of Clinical Sciences and Translational Medicine, University of Rome “Tor Vergata,” Rome, Italy
- Department of Orthopedics and Traumatology, “Policlinico Tor Vergata” Foundation, Rome, Italy
| | | | - Giovanni Corrao
- Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
| | | | | |
Collapse
|
9
|
Rea F, Biffi A, Ronco R, Franchi M, Cammarota S, Citarella A, Conti V, Filippelli A, Sellitto C, Corrao G. Cardiovascular Outcomes and Mortality Associated With Discontinuing Statins in Older Patients Receiving Polypharmacy. JAMA Netw Open 2021; 4:e2113186. [PMID: 34125221 PMCID: PMC8204202 DOI: 10.1001/jamanetworkopen.2021.13186] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Polypharmacy is a major health concern among older adults. While deprescribing may reduce inappropriate medicine use, its effect on clinical end points remains uncertain. OBJECTIVE To assess the clinical implications of discontinuing the use of statins while maintaining other drugs in a cohort of older patients receiving polypharmacy. DESIGN, SETTING, AND PARTICIPANTS This retrospective, population-based cohort study included the 29 047 residents in the Italian Lombardy region aged 65 years or older who were receiving uninterrupted treatment with statins, blood pressure-lowering, antidiabetic, and antiplatelet agents from October 1, 2013, until January 31, 2015, with follow-up through June 30, 2018. Data were collected using the health care utilization database of Lombardy region in Italy. Data analysis was conducted from March to November 2020. EXPOSURES Cohort members were followed up to identify those who discontinued statins. Among this group, those who maintained other therapies during the first 6 months after statin discontinuation were 1:1 propensity score matched with patients who discontinued neither statins nor other drugs. MAIN OUTCOME AND MEASURES The pairs of patients discontinuing and maintaining statins were followed up from the initial discontinuation until June 30, 2018, to estimate the hazard ratios (HRs) and 95% CIs for fatal and nonfatal outcomes associated with statin discontinuation. RESULTS The full cohort inclued 29 047 patients exposed to polypharmacy (mean [SD] age, 76.5 [6.5] years; 18 257 [62.9%] men). Of them, 5819 (20.0%) discontinued statins while maintaining other medications, and 4010 (68.9%) of them were matched with a comparator. In the discontinuing group, the mean (SD) age was 76.5 (6.4) years, 2405 (60.0%) were men, and 506 (12.6%) had Multisource Comorbidity Scores of 4 or 5. In the maintaining group, the mean (SD) age was 76.1 (6.3) years, 2474 (61.7%) were men, and 482 (12.0%) had multisource comorbidity scores of 4 or 5. Compared with the maintaining group, patients in the discontinuing group had increased risk of hospital admissions for heart failure (HR, 1.24; 95% CI, 1.07-1.43) and any cardiovascular outcome (HR, 1.14; 95% CI, 1.03-1.26), deaths from any cause (HR, 1.15; 95% CI, 1.02-1.30), and emergency admissions for any cause (HR, 1.12; 95% CI, 1.05-1.19). CONCLUSIONS AND RELEVANCE In this study of patients receiving polypharmacy, discontinuing statins while maintaining other drug therapies was associated with an increase in the long-term risk of fatal and nonfatal cardiovascular outcomes.
Collapse
Affiliation(s)
- Federico Rea
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Annalisa Biffi
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Raffaella Ronco
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Matteo Franchi
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Simona Cammarota
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
- LinkHealth, Health Economics, Outcomes and Epidemiology, Naples, Italy
| | - Anna Citarella
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
- LinkHealth, Health Economics, Outcomes and Epidemiology, Naples, Italy
| | - Valeria Conti
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
| | - Amelia Filippelli
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
| | - Carmine Sellitto
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Department of Medicine, Surgery, and Dentistry, University of Salerno, Baronissi, Italy
| | - Giovanni Corrao
- National Centre for Healthcare Research and Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology, and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| |
Collapse
|
10
|
Shin J, Ham D, Paik HY, Shin S, Joung H. Gender Differences in the Risk of Ischemic Heart Disease According to Healthcare Utilization and Medication Adherence among Newly Treated Korean Hypertensive Patients. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:1274. [PMID: 33572632 PMCID: PMC7908180 DOI: 10.3390/ijerph18031274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 01/27/2021] [Accepted: 01/28/2021] [Indexed: 11/17/2022]
Abstract
We aimed to investigate gender differences in ischemic heart disease (IHD) according to healthcare utilization and medication adherence among newly treated Korean hypertensive adults. The National Sample Cohort version 2.0 of the National Health Insurance Service was used for analysis. Newly treated hypertensive patients ≥ 20 years and without IHD in 2002 were selected from a population that underwent health examination during 2003-2006. Of those patients, 11,942 men and 11,193 women were analyzed and followed up for 10 years. We determined the association between IHD and healthcare utilization and medication adherence using the Cox proportional hazards model. Hypertensive women patients had a lower risk of IHD than men patients (hazard ratio [HR] = 0.93, 95% confidence interval [CI] 0.88-1.00). The IHD risk was increased in patients who visited healthcare providers > 12 times/person-year (HR = 2.97, 95% CI 2.79-3.17), paid high out-of-pocket expense/person-year (HR = 1.55, 95% CI 1.41-1.69), and had medication nonadherence (HR = 1.67, 95% CI 1.58-1.77). However, the risk was decreased in patients who used both urban and rural areas (HR 0.75, 95% CI 0.67-0.84) and mixed types of providers (HR = 0.93, CI 0.88-0.99). The risk of IHD was significantly different between men and women only in the visiting frequency to healthcare providers (men, HR = 3.21, 95% CI 2.93-3.52; women, HR = 2.78, 95% CI 2.53-3.04, p for interaction = 0.0188). In summary, the risk of IHD was similar according to healthcare utilization and medication adherence between men and women, except visiting frequency to healthcare providers.
Collapse
Affiliation(s)
- Jiae Shin
- Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea;
| | - Dongwoo Ham
- Institute of Health and Environment, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea;
| | - Hee Young Paik
- Center for Gendered Innovations in Science and Technology Research (GISTeR), Korea Federation of Women’s Science & Technology Associations, 22 Teheran-ro 7-gil, Gangnam-gu, Seoul 06130, Korea;
| | - Sangah Shin
- Department of Food and Nutrition, School of Food Science and Technology, Chung-Ang University, 4726 Seodong-daero, Daedeok-myeon, Gyeonggi-do, Anseong 17546, Korea
| | - Hyojee Joung
- Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea;
- Institute of Health and Environment, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea;
| |
Collapse
|
11
|
Association of health-related private transfers with treatment compliance of musculoskeletal disorders in the rural elderly: evidence from an underdeveloped region of China. BMC Musculoskelet Disord 2020; 21:747. [PMID: 33189143 PMCID: PMC7666464 DOI: 10.1186/s12891-020-03760-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Accepted: 10/30/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The prevalence and economic burdens of musculoskeletal disorders (MSD) are serious in rural China. In addition to formal support, health-related private transfers (HRPTs), including adult children transfers (ACTs), as well as relatives and friends transfers (RFTs), are very common in rural China. We explored the relationship between HRPTs and MSD treatment compliance and the heterogeneity of this relationship in terms of family socioeconomic status. METHODS A questionnaire survey was carried out in Enshi, Hubei, China by stratified random sampling in July 15-25,2018. A total of 2679 questionnaires on the economic burden of chronic diseases were collected. We deleted two questionnaires with missing data. The data was described using the mean and proportion. The Chi-square test and one-way ANOVA was used to compare each independent variable in the three groups, and ordered probit regression was used to analyse the relationship between each factor and treatment compliance. The heterogeneity of the effect was examined by group regression analysis of the samples with or without poverty. RESULTS In total, 853 samples with MSD were included in the analysis. The age was 70.27 ± 6.97 (mean +/- sd) years old, and the ADL was 11.64 ± 0.12, with more respondents being female (56.15%), partnered (73.51%), primary school educated (45.96%), working (57.91%), feeling poor in health (55.69%), lived alone or with a spouse (54.75%). Respondents with both ACTs and RFTs had better treatment compliance, and this was significant only in poor populations (p < 0.05). Under the same HRPTs' condition, respondents who more compliant with MSD treatment were female (p < 0.01), had primary school education (p < 0.05), has self-reported poor (p < 0.01) and very poor (p < 0.05) health, had a high level of physical disability (p < 0.01), and were living with their children and grandchildren (p < 0.05). Respondents with more chronic diseases had poorer treatment compliance (p < 0.05). CONCLUSIONS Only those in poverty who both have ACTs and RFTs are likely to have better treatment compliance for MSD. Promoting a culture of filial piety and fostering harmonious interpersonal relationships, policies that focus on groups that lack social support, and general formal support are essential for sustained access to treatment for MSD.
Collapse
|
12
|
Campbell PJ, Axon DR, Taylor AM, Pickering M, Black H, Warholak T, Chinthammit C. Associations of Renin-Angiotensin System Antagonist Medication Adherence and Economic Outcomes Among Commercially Insured US Adults: A Retrospective Cohort Study. J Am Heart Assoc 2020; 9:e016094. [PMID: 32844732 PMCID: PMC7660763 DOI: 10.1161/jaha.119.016094] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background Medication non‐adherence can result in considerable morbidity, mortality, and costs. The Pharmacy Quality Alliance hypertension medication adherence measure is used by US healthcare payers and providers to assess renin‐angiotensin system antagonist medication adherence. However, associations between renin‐angiotensin system antagonist adherence as calculated in quality measures, and healthcare service use and expenditure in commercial populations over a 1‐year timeframe has not been assessed. Methods and Results This retrospective cohort study used eligible commercially insured individuals from the Truven Health MarketScan Commercial Claims and Encounters Research Databases (2009–2015). Generalized linear models with log link and gamma distribution (expenditure) or negative binomial distribution (usage) assessed relationships between hypertension adherence (≥80% proportion of days covered) and healthcare use and expenditures (in 2015 US dollars) while adjusting for covariates (age, sex, geographic region; health plan; Deyo‐Charlson Comorbidity Index, number of chronic medications, and treatment naivety). Beta coefficients were used to compute cost ratios and rate ratios. A total of 4 842 058 subjects were eligible; of those, 3 310 360 (68%) were adherent (adherent mean age 53.3±8.0 years, 55.9% men; non‐adherent mean age 50.3±9.1 years, 53.1% men). Adherence was associated with fewer inpatient (rate ratios, 0.612; 95% CI, 0.607–0.617) and outpatient visits (rate ratios, 0.995; 95% CI, 0.994–0.997); and lower total costs (cost ratios, 0.876; 95% CI, 0.874–0.878) compared with non‐adherence. Adherence was associated with lower average per member per month total costs ($97.98) compared with non‐adherence. Conclusions Adherence to renin‐angiotensin system antagonists was associated with fewer outpatient and inpatient visits, and lower total costs compared with non‐adherence in a 1‐year time frame.
Collapse
Affiliation(s)
- Patrick J. Campbell
- College of PharmacyUniversity of ArizonaTucsonAZ
- Pharmacy Quality Alliance, Inc.AlexandriaVA
| | | | | | | | | | | | - Chanadda Chinthammit
- College of PharmacyUniversity of ArizonaTucsonAZ
- Eli Lilly and CompanyIndianapolisIN
| |
Collapse
|
13
|
Corrao G, Monzio Compagnoni M, Cantarutti A, Rea F, Merlino L, Catapano AL, Mancia G. Balancing cardiovascular benefit and diabetogenic harm of therapy with statins: Real-world evidence from Italy. Diabetes Res Clin Pract 2020; 164:108197. [PMID: 32389742 DOI: 10.1016/j.diabres.2020.108197] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 04/27/2020] [Accepted: 04/29/2020] [Indexed: 10/24/2022]
Abstract
AIM To provide information on the balance between the cardiovascular (CV) benefit and the diabetogenic harm of statin therapy in the current clinical practice. METHODS All the 115,939 residents (older than 50 years) in the Italian Lombardy Region newly treated with statins between 2003 and 2005, were followed from the first statin prescription until 2012 to identify those experiencing a macrovascular complication and those with at least one sign suggestive of new onset diabetes. The proportion of days of follow-up covered by statin prescriptions measured adherence with statins. Hazard ratio, and relative 95% confidence interval (CI), for the two considered outcomes associated with statin adherence, were separately estimated (proportional hazard models). Number needed to treat (NNT) and number needed to harm (NNH), i.e., number of individuals who must be treated with statins in order to prevent a macrovascular complication, or to generate a new onset diabetes, respectively, were calculated to evaluate the balance between CV benefit and diabetogenic harm of statin therapy. RESULTS Compared to those at very low adherence with statins, patients at high adherence showed a significant reduction of macrovascular risk (28%, 95% CI: 23%-33%) and a greater risk of developing diabetic condition (67%, 50%-86%). In the whole cohort, the NNT was 26, whereas the NNH 65. NNT was lower than NNH also in all considered strata of age, gender, clinical profile. CONCLUSIONS This large cohort investigation provides real-world evidence that the balance between CV benefit and diabetogenic harm of statin therapy is largely favourable to treatment benefits.
Collapse
Affiliation(s)
- Giovanni Corrao
- Center of Healthcare Research & Pharmacoepidemiology, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy; Division of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - Matteo Monzio Compagnoni
- Center of Healthcare Research & Pharmacoepidemiology, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy; Division of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - Anna Cantarutti
- Center of Healthcare Research & Pharmacoepidemiology, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy; Division of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - Federico Rea
- Center of Healthcare Research & Pharmacoepidemiology, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy; Division of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - Luca Merlino
- Regional Health Ministry, Lombardy Region, Milan, Italy.
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences, Centre of Epidemiology and Preventive Pharmacology (SEFAP), University of Milano, Milan, Italy; IRCSS Multimedica, Sesto San Giovanni, Milan, Italy.
| | - Giuseppe Mancia
- Professor Emeritus of Medicine, University of Milano-Bicocca, Milan, Italy.
| |
Collapse
|
14
|
Estrada D, Sierra C, Soriano RM, Jordán AI, Plaza N, Fernández C. Grado de conocimiento de la hipertensión en pacientes hipertensos. ENFERMERIA CLINICA 2020; 30:99-107. [DOI: 10.1016/j.enfcli.2018.11.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 11/28/2018] [Indexed: 01/07/2023]
|
15
|
Eghbali-Babadi M, Feizi A, Khosravi A, Nouri F, Taheri M, Sarrafzadegan N. Development and evaluation of the psychometric properties of a hypertension self-care questionnaire. ARYA ATHEROSCLEROSIS 2020; 15:241-249. [PMID: 31949451 PMCID: PMC6954361 DOI: 10.22122/arya.v15i5.1835] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND There are a number of tools to assess self-care in hypertension (HTN), but they do not cover all the dimensions of self-care and do not have a good reliability and validity. This study was conducted to develop and evaluate the psychometric properties of a tool for self-care assessment in HTN. METHODS This cross-sectional, methodological study was conducted in Isfahan, Iran. An expert panel was held to assess the qualitative face validity of the tool. The content validity ratio (CVR) and content validity index (CVI) were measured. The questionnaire was distributed among 20 patients to measure its internal reliability. After 14 days, it was re-distributed among the same patients, as a measure of external reliability. The questionnaire was completed by 203 patients with HTN and an exploratory factor analysis was performed in order to assess the construct validity of the tool. RESULTS The items of the self-care tool were confirmed with a CVR ≥ 0.5, Kappa ≥ 0.71, I-CVI = 0.69, and intraclass correlation coefficient (ICC) = 0.952. The factor analysis showed that the 16-item questionnaire has 5 dimensions, including follow-up [3 items; factor loadings (FL) = 0.619 to 0.869, and Cronbach's alpha (α) = 0.737], healthy lifestyle (5 items; FL = 0.709 to 0.846, α = 0.703), promoting qualifications (4 items; FL = 0.610 to 0.791, α = 0.594), medication therapy (2 items; FL = 0.699 and 0.740, α = 0.717), and following recommendations (2 items, FL = 0.577 and 0.744, α = 0.701). These 5 dimensions explained 62.686% of the variance. The Cronbach's alpha coefficient of the final self-care assessment questionnaire was 0.833. CONCLUSION The developed questionnaire proved to have appropriate psychometric properties for measuring self-care in patients with HTN.
Collapse
Affiliation(s)
- Maryam Eghbali-Babadi
- Assistant Professor, Nursing and Midwifery Care Research Center, School of Nursing and Midwifery, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Professor, Cardiac Rehabilitation Research Center, Cardiovascular Research Institute AND Department of Biostatistics and Epidemiology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Khosravi
- Professor, Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fatemeh Nouri
- PhD Candidate, Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marzieh Taheri
- PhD Candidate, Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Nizal Sarrafzadegan
- Professor, Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| |
Collapse
|
16
|
Abstract
The global epidemic of hypertension is largely uncontrolled and hypertension remains the leading cause of noncommunicable disease deaths worldwide. Suboptimal adherence, which includes failure to initiate pharmacotherapy, to take medications as often as prescribed, and to persist on therapy long-term, is a well-recognized factor contributing to the poor control of blood pressure in hypertension. Several categories of factors including demographic, socioeconomic, concomitant medical-behavioral conditions, therapy-related, healthcare team and system-related factors, and patient factors are associated with nonadherence. Understanding the categories of factors contributing to nonadherence is useful in managing nonadherence. In patients at high risk for major adverse cardiovascular outcomes, electronic and biochemical monitoring are useful for detecting nonadherence and for improving adherence. Increasing the availability and affordability of these more precise measures of adherence represent a future opportunity to realize more of the proven benefits of evidence-based medications. In the absence of new antihypertensive drugs, it is important that healthcare providers focus their attention on how to do better with the drugs they have. This is the reason why recent guidelines have emphasize the important need to address drug adherence as a major issue in hypertension management.
Collapse
Affiliation(s)
- Michel Burnier
- From the Service of Nephrology and Hypertension, Department of Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (M.B.)
| | - Brent M Egan
- Department of Medicine, Care Coordination Institute, University of South Carolina School of Medicine, Greenville, SC (B.M.E.)
| |
Collapse
|
17
|
Kim SJ, Kwon OD, Han EB, Lee CM, Oh SW, Joh HK, Oh B, Kwon H, Cho B, Choi HC. Impact of number of medications and age on adherence to antihypertensive medications: A nationwide population-based study. Medicine (Baltimore) 2019; 98:e17825. [PMID: 31804305 PMCID: PMC6919523 DOI: 10.1097/md.0000000000017825] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
This study tried to investigate the effects of number of medications and age on antihypertensive medication adherence in a real-world setting using a nationwide representative cohort.We obtained data from the National Health Insurance Service-National Sample Cohort (NHIS-NSC) of Korea, which is a sample of 2.2% (N = 1,048,061) of total population (N = 46,605,433). Patients aged 20 years or older (N = 150,550) who took antihypertensive medications for at least 1 year were selected. Medication possession ratio (MPR) was used for measuring adherence. The subjects were divided into 5 subgroups according to total number of medications: 1-2, 3-4, 5-6, 7-8, and 9 or more. The mean age and the mean number of medications were 60.3 ± 12.6 years and 4.1 ± 2.2, respectively. The mean MPR was 80.4 ± 23.9%, and 66.9% (N = 100,645) of total subjects were adherent (MPR ≥ 80%). The overall tendency of antihypertensive medication adherence according to the total number of medications displayed an inverted U-shape with a peak at 3-4 drugs. Adherence consistently increased as the age increased until age 69 and started to decrease from age 70. The proportion of adherent patients (MPR ≥ 80%) according to the total number of medications also showed an inverted U-shape with a peak at 3-4 drugs. When the same number of drugs was taken, the proportion of adherent patients according to age featured an inverted U- shape with a peak at 60 to 69 years. Patients taking 9 or more total drugs had the overall odds ratio (95% CI) of non-adherence (MPR < 80%) with 1.17 (1.11-1.24) compared with those taking 1 to 8 total drugs and the odds ratios in the age subgroups of 40 to 49, 50 to 59, 60 to 69 years were 1.57 (1.31-1.87), 1.21 (1.08-1.36), and 1.14 (1.04-1.25), respectively (P < .05).Association between age, total number of medications, and antihypertensive adherence displayed an inverted U-shape with a peak at 3 to 4 total medications and at age 60 to 69 years. When the total number of drugs was 9 or more, adherence decreased prominently, regardless of age.
Collapse
Affiliation(s)
- Seung Jae Kim
- Department of Family Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul
| | - Oh Deog Kwon
- Navy Medical Office, ROK Submarine Force Command, Changwon
| | | | - Cheol Min Lee
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital
| | - Seung-Won Oh
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital
| | - Hee-Kyung Joh
- Department of Family Medicine, Seoul National University Health Service Center
| | - Bumjo Oh
- Department of Family Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Hyuktae Kwon
- Department of Family Medicine, Seoul National University Hospital
| | - BeLong Cho
- Department of Family Medicine, Seoul National University Hospital
| | - Ho Chun Choi
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital
| |
Collapse
|
18
|
Zin CS, Taufek NH, Ahmad MM. Differential Patterns of Adherence to Opioid Therapy in Opioid Naïve and Opioid Existing Patients With Different Age Groups. Front Pharmacol 2019; 10:1286. [PMID: 31736760 PMCID: PMC6830111 DOI: 10.3389/fphar.2019.01286] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 10/07/2019] [Indexed: 11/30/2022] Open
Abstract
Limited data are available on the adherence to opioid therapy and the influence of different patient groups on adherence. This study examined the patterns of adherence in opioid naïve and opioid existing patients with varying age and gender. This retrospective cohort study was conducted using the prescription databases in tertiary hospital settings in Malaysia from 2010 to 2016. Adult patients aged ≥18 years, receiving at least two opioid prescriptions, were included and stratified into the opioid naïve and existing patient groups. Adherence to opioid therapy was measured using the proportion of days covered (PDC), which was derived by dividing the total number of days covered with any opioids by the number of days in the follow-up period. Generalized linear modeling was used to assess factors associated with PDC. A total of 10,569 patients with 36,650 prescription episodes were included in the study. Of these, 91.7% (n = 9,696) were opioid naïve patients and 8.3% (n = 873) were opioid existing patients. The median PDC was 35.5% (interquartile range (IQR) 10.3–78.7%) and 26.8% (IQR 8.8–69.5%) for opioid naïve and opioid existing patients, respectively. A higher opioid daily dose (coefficient 0.010, confidence interval (CI) 0.009, 0.012 p < 0.0001) and increasing age (coefficient 0.002, CI 0.001, 0.003 p < 0.0001) were associated with higher levels of PDC, while lower PDC values were associated with male subjects (coefficient −0.0041, CI −0.072, −0.010 p = 0.009) and existing opioid patients (coefficient −0.134, CI −0.191, −0.077 p < 0.0001). The suboptimal adherence to opioid medications was commonly observed among patients with non-cancer pain, and the opioid existing patients were less adherent compared to opioid naïve patients. Increasing age and a higher daily opioid dose were factors associated with higher levels of adherence, while male and opioid existing patients were potential determinants for lower levels of adherence to opioid medications.
Collapse
Affiliation(s)
- Che Suraya Zin
- Department of Pharmacy Practice, Kulliyyah of Pharmacy, International Islamic University Malaysia, Kuantan, Malaysia
| | - Nor Hidayah Taufek
- Department of Pharmacy Practice, Kulliyyah of Pharmacy, International Islamic University Malaysia, Kuantan, Malaysia
| | - Mazlila Meor Ahmad
- Department of Anesthesiology and Intensive Care, Hospital Selayang, Batu Caves, Malaysia
| |
Collapse
|
19
|
Pharmacy-based predictors of non-adherence, non-persistence and reinitiation of antihypertensive drugs among patients on oral diabetes drugs in the Netherlands. PLoS One 2019; 14:e0225390. [PMID: 31730627 PMCID: PMC6857926 DOI: 10.1371/journal.pone.0225390] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 10/29/2019] [Indexed: 12/16/2022] Open
Abstract
Background Adherence to antihypertensive drugs in patients with diabetes is important. To support adherence, attention should be paid to the dynamic process of implementation, persistence and reinitiation of these drugs. We assessed non-adherence, non-persistence and reinitiation patterns for antihypertensive drugs in patients on oral diabetes drugs and identified pharmacy-based predictors of these processes. Methods We conducted a cohort study in patients on oral diabetes drugs who initiated antihypertensive drugs between 1995–2015, as registered in the IADB.nl pharmacy database. Non-adherence was defined as a medication possession ratio < 80% and non-persistence as a gap > 180 days. We defined reinitiation as the dispensing of an antihypertensive drug within one year following discontinuation. We provide descriptive statistics for different time periods and applied logistic and Cox regressions to assess associations with sociodemographic and drug-related factors. Results Of 6,669 initiators, non-adherence rates in persistent patients decreased from 11.0% in the first year to 8.5% and 7.7% in the second and third years, respectively. Non-persistence rates decreased from 18.0% in the first year to 3.7% and 2.9% in the second and third years, respectively. Of the 1,201 patients who discontinued in the first year, 22.0% reinitiated treatment within one year. Non-adherence and non-persistence rates were lower in the more recent time period. Predictors of non-adherence were secondary prevention (OR: 1.45; 95% CI: 1.10–1.93) and diuretics as initial drug class (OR: 1.37; 95% CI: 1.08–1.74). Predictors of non-persistence were female gender (HR: 1.18; 95% CI: 1.05–1.32), older age (HR: 1.33; 95% CI: 1.08–1.63) and diuretics, beta-blocking agents or calcium channel blockers as initial drug class. Longer duration of persistence was a predictor of reinitiation. Conclusions Adherence to antihypertensive drugs in patients on oral diabetes drugs has improved over time. The first year after initiation is the most crucial with regard to non-adherence and non-persistence, and the risk groups are different for both processes. Early non-persistence is a risk factor for not reinitiating treatment.
Collapse
|
20
|
Marinier K, Macouillard P, de Champvallins M, Deltour N, Poulter N, Mancia G. Effectiveness of two-drug therapy versus monotherapy as initial regimen in hypertension: A propensity score-matched cohort study in the UK Clinical Practice Research Datalink. Pharmacoepidemiol Drug Saf 2019; 28:1572-1582. [PMID: 31482621 PMCID: PMC6916605 DOI: 10.1002/pds.4884] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 07/11/2019] [Accepted: 07/18/2019] [Indexed: 12/19/2022]
Abstract
Purpose To compare the effectiveness on blood pressure (BP) of initial two‐drug therapy versus monotherapy in hypertensive patients. Methods Using the Clinical Practice Research Datalink, linked with Hospital Episode Statistics and Office for National Statistics, we identified a cohort of adults with uncontrolled hypertension, initiating one or two antihypertensive drug classes between 2006 and 2014. New users of two drugs and monotherapy were matched 1:2 by propensity score. Main exposure was “as‐treated,” ie, until first regimen change. Primary and secondary endpoints were systolic and diastolic BP control and major adverse cardiovascular event (MACE), respectively. Hazard ratios (HR) and 95% confidence intervals (CI) were estimated using Cox proportional hazard models. Results Of 54 523 eligible patients, 3256 (6.0%) were initiated to a two‐drug combination. Of these, 2807 were matched to 5614 monotherapy users. Mean exposure duration was 12.7 months, with 76.5% patients changing their initial regimen. Two‐drug therapy was associated with a clinically significant BP control increase in all hypertensive patients (HR = 1.17 [95%CI: 1.09‐1.26]), more so in patients with grade 2‐3 hypertension (HR = 1.28 [1.17‐1.41]). An increase of 27% in BP control (HR = 1.27 [1.08‐1.49]) was observed in patients initiating an ACEi+CCB combination compared with initiators of either single class. No significant association was found between two‐drug therapy and MACE. Several sensitivity analyses confirmed the main findings. Conclusions Few patients initiated therapy with two drugs, reflecting UK guidelines' recommendation to start with monotherapy. This study supports the greater effectiveness of two‐drug therapy as the initial regimen for BP control.
Collapse
Affiliation(s)
- Karine Marinier
- Department of Pharmacoepidemiology and Real World Evidence, Servier, Suresnes, France
| | | | | | - Nicolas Deltour
- Department of Pharmacoepidemiology and Real World Evidence, Servier, Suresnes, France
| | - Neil Poulter
- School of Public Health, Imperial College London, London, UK
| | | |
Collapse
|
21
|
Lee H, Park JH, Floyd JS, Park S, Kim HC. Combined Effect of Income and Medication Adherence on Mortality in Newly Treated Hypertension: Nationwide Study of 16 Million Person-Years. J Am Heart Assoc 2019; 8:e013148. [PMID: 31422733 PMCID: PMC6759906 DOI: 10.1161/jaha.119.013148] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background Low socioeconomic status and poor medication adherence are known to be associated with increased morbidity and mortality among patients with hypertension, but their combined effects have not been studied. We therefore evaluated the joint association of household income and medication adherence with death and cardiovascular disease in patients newly treated for hypertension. Methods and Results This was a nationwide cohort study using the Korean National Health Insurance database. We included 1 651 564 individuals, aged 30 to 80 years, with newly treated hypertension and no prior cardiovascular disease and followed them for 10 years. Main exposures were household income in quintiles and adherence to antihypertensive medication, estimated by medication possession ratio: good (≥0.8), moderate (0.5 to <0.8), or poor (<0.5). The primary outcomes were all-cause and cardiovascular deaths. Higher mortality risk was observed in patients with low income (adjusted hazard ratio=1.50, 99% CI=1.46-1.53; lowest versus highest quintile) and poor medication adherence (adjusted hazard ratio=1.66, 99% CI=1.63-1.68; poor versus good adherence). When compared with the highest-income and good-adherence group, adjusted hazard ratio (99% CI) of death was 1.56 (1.52-1.61) for highest-income poor-adherers, 1.46 (1.41-1.51) for lowest-income good-adherers, and 2.46 (2.38-2.54) for lowest-income poor-adherers (P for interaction <0.001). Conclusions Low socioeconomic status and poor adherence to antihypertensive medication are associated with increased mortality and cardiovascular disease risks, but patients with low income are subject to larger excess risks by nonadherence. This highlights the potential importance of promoting medication adherence for risk reduction, especially in low-income patients with hypertension.
Collapse
Affiliation(s)
- Hokyou Lee
- Department of Preventive Medicine Yonsei University College of Medicine Seoul Korea.,Department of Internal Medicine Yonsei University College of Medicine Seoul Korea.,Graduate School Yonsei University College of Medicine Seoul Korea
| | - Jong Heon Park
- Big Data Steering Department National Health Insurance Service Wonju Korea
| | - James S Floyd
- Department of Medicine University of Washington Seattle WA.,Department of Epidemiology University of Washington Seattle WA
| | - Sungha Park
- Department of Internal Medicine Yonsei University College of Medicine Seoul Korea.,Division of Cardiology Severance Cardiovascular Hospital and Cardiovascular Research Institute Yonsei University College of Medicine Seoul Korea
| | - Hyeon Chang Kim
- Department of Preventive Medicine Yonsei University College of Medicine Seoul Korea.,Department of Internal Medicine Yonsei University College of Medicine Seoul Korea.,Big Data Steering Department National Health Insurance Service Wonju Korea
| |
Collapse
|
22
|
Kim SJ, Kwon OD, Cho B, Oh SW, Lee CM, Choi HC. Effects of combination drugs on antihypertensive medication adherence in a real-world setting: a Korean Nationwide Study. BMJ Open 2019; 9:e029862. [PMID: 31230034 PMCID: PMC6596965 DOI: 10.1136/bmjopen-2019-029862] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 04/23/2019] [Accepted: 05/24/2019] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVES We tried to clarify, by using representative national data in a real-world setting, whether single-pill combinations (SPCs) of antihypertensives actually improve medication adherence. DESIGN A nationwide population-based study. SETTING We used a 2.2% cohort (n=1 048 061) of the total population (n=46 605 433) that was randomly extracted by National Health Insurance of Korea from 2008 to 2013. PARTICIPANTS We included patients (n=116 677) who were prescribed with the same antihypertensive drugs for at least 1 year and divided them into groups of angiotensin II receptor blocker (ARB)-only, calcium channel blocker (CCB)-only, multiple-pill combinations (MPCs) and SPCs of ARB/CCB. PRIMARY OUTCOME MEASURES Medication possession ratio (MPR), a frequently used indirect measurement method of medication adherence. RESULTS Adjusted MPR was higher in combination therapy (89.7% in SPC, 87.2% in MPC) than monotherapy (81.6% in ARB, 79.7% in CCB), and MPR of SPC (89.7%, 95% CI 89.3 to 90.0) was higher than MPR of MPC (87.2%, 95% CI 86.7 to 87.7) (p<0.05). In subgroup analysis, adherence of SPC and MPC was 92.3% (95% CI 91.5 to 93.0) vs 88.1% (95% CI 87.1 to 89.0) in those aged 65-74 years and 89.3% (95% CI 88.0 to 90.7) vs 84.8% (95% CI 83.3 to 92.0) in those ≥75 years (p<0.05). According to total pill numbers, adherence of SPC and MPC was 90.9% (CI 89.8 to 92.0) vs 85.3% (95% CI 84.1 to 86.5) in seven to eight pills and 91.2% (95% CI 89.3 to 93.1) vs 82.5% (95% CI 80.6 to 84.4) in nine or more (p<0.05). The adherence difference between SPC and MPC started to increase at five to six pills and at age 50-64 years (p<0.05). When analysed according to elderly status, the adherence difference started to increase at three to four pills in the elderly (≥65 years) and at five to six in the non-elderly group (20-64 years) (p<0.05). These differences all widened further with increasing age and the total medications. CONCLUSION SPC regimens demonstrated higher adherence than MPC, and this tendency is more pronounced with increasing age and the total number of medications.
Collapse
Affiliation(s)
- Seung Jae Kim
- Department of Family Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Oh Deog Kwon
- Navy Medical Office, ROK Submarine Force Command, Changwon, Korea
| | - BeLong Cho
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
| | - Seung-Won Oh
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Cheol Min Lee
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Ho-Chun Choi
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| |
Collapse
|
23
|
Harding BN, Delaney JA, Urban RR, Weiss NS. Post-diagnosis use of antihypertensive medications and the risk of death from ovarian cancer. Gynecol Oncol 2019; 154:426-431. [PMID: 31178150 DOI: 10.1016/j.ygyno.2019.05.030] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 05/23/2019] [Accepted: 05/29/2019] [Indexed: 01/16/2023]
Abstract
OBJECTIVE To examine associations between post-diagnosis use of antihypertensive (AH) medications including thiazide diuretics (TDs), angiotensin converting enzyme inhibitors (ACEIs), beta blockers (BBs) [both non-selective (NSBBs) and selective (SBBs)] and calcium channel blockers (CCBs) and ovarian cancer-specific survival. METHODS This cohort study used SEER-Medicare data on 2195 women 66+ years of age who were diagnosed with ovarian cancer during 2007-2012 and who survived for at least 12 months. Use of an AH class was defined as two or more fills during the year after diagnosis. Ovarian cancer-specific death was assessed starting one year after diagnosis and continued through the end of 2013. Associations between AH use and ovarian cancer-specific mortality were assessed using Cox proportional hazard models, comparing users of a given class of AH to non-AH users. RESULTS Overall, 718 (33%), 690 (31%), 521 (24%), 154 (7%) of women used a TD, ACEI, BB, or CCB, respectively, with some women (48%) using more than one class of drug. Ovarian cancer-specific mortality was found to be lower among women who used an ACEI (adjusted hazard ratio [aHR] 0.76, 95% confidence interval [CI] 0.63-0.92), a TD (aHR 0.82, 95%CI 0.68-0.99), or a NSBB (aHR 0.60, 95%CI 0.43-0.83), but no such association was seen in women who took a SBB or CCB. CONCLUSION We observed that women who took certain forms of an AH medication during the year following a diagnosis of ovarian cancer were thereafter at a relatively reduced risk of dying from their disease. However, the potential for residual confounding by disease severity argues for a cautious interpretation.
Collapse
Affiliation(s)
- Barbara N Harding
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States of America.
| | - Joseph A Delaney
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States of America
| | - Renata R Urban
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA, United States of America
| | - Noel S Weiss
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States of America
| |
Collapse
|
24
|
Clinical and economic implications of therapeutic switching of angiotensin receptor blockers to angiotensin-converting enzyme inhibitors. J Hypertens 2019; 37:1285-1293. [DOI: 10.1097/hjh.0000000000002009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
25
|
Dillon P, Smith SM, Gallagher P, Cousins G. The association between pharmacy refill-adherence metrics and healthcare utilisation: a prospective cohort study of older hypertensive adults. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2019; 27:459-467. [PMID: 30968988 DOI: 10.1111/ijpp.12539] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 02/26/2019] [Indexed: 11/26/2022]
Abstract
AIMS Methods that enable targeting and tailoring of adherence interventions may facilitate implementation in clinical settings. We aimed to determine whether community pharmacy refill-adherence metrics are useful to identify patients at higher risk of healthcare utilisation due to low antihypertensive adherence, who may benefit from an adherence intervention. METHODS We conducted a prospective cohort study, recruiting participants (n = 905) from 106 community pharmacies across the Republic of Ireland. Participants completed a structured interview at baseline and 12 months. Antihypertensive medication adherence was evaluated from linked pharmacy records using group-based trajectory modelling (GBTM) and proportion of days covered (PDC). Healthcare utilisation included self-reported number of hospital visits (emergency department visits and inpatient admissions) and general practitioner (GP) visits, over a 6-month period. Separate regression models were used to estimate the association between adherence and number of hospital/GP visits. The relative statistical fit of each model using different adherence metrics was determined using the Bayesian information criterion (BIC). RESULTS For the number of hospital visits, significant associations were observed only for PDC but not for GBTM. Each 10% increase in refill-adherence by PDC was significantly associated with a 16% lower rate of hospital visits (adjusted incidence rate ratio 0.84, 95% CI 0.72-0.98, P = 0.036). Poorer adherence using both measures was associated with higher GP visits. Improvements in BIC favoured models using PDC. CONCLUSIONS Medication refill-adherence, measured using PDC in community pharmacy settings, could be used to recognise poor antihypertensive adherence to enable effective targeting of clinical interventions to improve hypertension management and outcomes.
Collapse
Affiliation(s)
| | - Susan M Smith
- Department of General Practice, HRB Centre for Primary Care Research, RCSI, Dublin 2, Ireland
| | | | | |
Collapse
|
26
|
Michaelidou M, Whitten S, Bajaj P, Knight A, Spoudeas HA. Improved adherence and growth outcomes with jet-delivered growth hormone. J Pediatr Endocrinol Metab 2019; 32:207-213. [PMID: 30844762 DOI: 10.1515/jpem-2018-0067] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 01/14/2019] [Indexed: 01/28/2023]
Abstract
Background We previously reported improved persistence and adherence to daily recombinant growth hormone (rGH) in children using jet transjection delivery compared to using needle-based devices. This study examines the relationship between improved adherence and medium-term growth outcomes in children receiving jet-delivered rGH (JrGH) at a single centre. Methods This was a retrospective longitudinal follow-up study of children (<16 years) treated with daily JrGH (somatropin; Ferring Pharmaceuticals) in the form of Zomacton® with the Zomajet® device. Delivery schedules of home distribution services were utilised to calculate adherence, quantified as the proportion of days covered (PDC) index (PDC > 0.8 adherent, PDC ≤ 0.8 less adherent). Demography, patient history, height standard deviation scores (HTSDS) and difference from mid-parental height SDS (MPHSDS - HTSDS) were extracted from hospital records for up to 3 years of treatment. Results Of 75 patients eligible for JrGH, 52 had PDC treatment and height data for at least 1 year and 22 for 3 years. A greater proportion of patients were classified as adherent in both 1- and 3-year treated cohorts (adherent 30 [57.7%] and 14 [63.6%], less adherent 22 [42.3%] and 8 [36.4%]). After 1 year of JrGH treatment, HTSDS was not significantly different in either adherence group. After 3 years, only adherent patients demonstrated sustained year-on-year increments in HTSDS and significant improvement in target HTSDS positions (by 1.32 SDS) compared to baseline (p = 0.0008). MPHSDS - HTSDS showed a similar significant improvement at 3 years in adherent patients only (p = 0.0043). Conclusions Patients adherent to JrGH demonstrate significant growth improvement compared to baseline over 3 years.
Collapse
Affiliation(s)
- Maria Michaelidou
- Postgraduate Department, Salford Royal NHS Foundation Trust, Stott Lane, Salford M6 8HD, UK.,London Centre for Paediatric Endocrinology, Great Ormond and University College Hospitals, London, UK
| | | | | | | | - Helen A Spoudeas
- London Centre for Paediatric Endocrinology, Great Ormond and University College Hospitals, London, UK
| |
Collapse
|
27
|
Quisel T, Foschini L, Zbikowski SM, Juusola JL. The Association Between Medication Adherence for Chronic Conditions and Digital Health Activity Tracking: Retrospective Analysis. J Med Internet Res 2019; 21:e11486. [PMID: 30892271 PMCID: PMC6446150 DOI: 10.2196/11486] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 12/13/2018] [Accepted: 12/31/2018] [Indexed: 11/18/2022] Open
Abstract
Background Chronic diseases have a widespread impact on health outcomes and costs in the United States. Heart disease and diabetes are among the biggest cost burdens on the health care system. Adherence to medication is associated with better health outcomes and lower total health care costs for individuals with these conditions, but the relationship between medication adherence and health activity behavior has not been explored extensively. Objective The aim of this study was to examine the relationship between medication adherence and health behaviors among a large population of insured individuals with hypertension, diabetes, and dyslipidemia. Methods We conducted a retrospective analysis of health status, behaviors, and medication adherence from medical and pharmacy claims and health behavior data. Adherence was measured in terms of proportion of days covered (PDC), calculated from pharmacy claims using both a fixed and variable denominator methodology. Individuals were considered adherent if their PDC was at least 0.80. We used step counts, sleep, weight, and food log data that were transmitted through devices that individuals linked. We computed metrics on the frequency of tracking and the extent to which individuals engaged in each tracking activity. Finally, we used logistic regression to model the relationship between adherent status and the activity-tracking metrics, including age and sex as fixed effects. Results We identified 117,765 cases with diabetes, 317,340 with dyslipidemia, and 673,428 with hypertension between January 1, 2015 and June 1, 2016 in available data sources. Average fixed and variable PDC for all individuals ranged from 0.673 to 0.917 for diabetes, 0.756 to 0.921 for dyslipidemia, and 0.756 to 0.929 for hypertension. A subgroup of 8553 cases also had health behavior data (eg, activity-tracker data). On the basis of these data, individuals who tracked steps, sleep, weight, or diet were significantly more likely to be adherent to medication than those who did not track any activities in both the fixed methodology (odds ratio, OR 1.33, 95% CI 1.29-1.36) and variable methodology (OR 1.37, 95% CI 1.32-1.43), with age and sex as fixed effects. Furthermore, there was a positive association between frequency of activity tracking and medication adherence. In the logistic regression model, increasing the adjusted tracking ratio by 0.5 increased the fixed adherent status OR by a factor of 1.11 (95% CI 1.06-1.16). Finally, we found a positive association between number of steps and adherent status when controlling for age and sex. Conclusions Adopters of digital health activity trackers tend to be more adherent to hypertension, diabetes, and dyslipidemia medications, and adherence increases with tracking frequency. This suggests that there may be value in examining new ways to further promote medication adherence through programs that incentivize health tracking and leveraging insights derived from connected devices to improve health outcomes.
Collapse
Affiliation(s)
- Tom Quisel
- Evidation Health, San Mateo, CA, United States
| | | | - Susan M Zbikowski
- inZights Consulting, LLC, Seattle, WA, United States.,Humana, Inc, Louisville, KY, United States
| | | |
Collapse
|
28
|
Lee H, Park S, Kim HC. Temporal and Geospatial Trends of Hypertension Management in Korea: a Nationwide Study 2002-2016. Korean Circ J 2019; 49:514-527. [PMID: 30808085 PMCID: PMC6554585 DOI: 10.4070/kcj.2018.0358] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Revised: 11/26/2018] [Accepted: 01/04/2019] [Indexed: 11/27/2022] Open
Abstract
Background and Objectives Geographic distribution of hypertension management in Korea has never been reported. We investigated temporal and regional trends of hypertension management in Korea. Methods For each calendar year from 2002 to 2016, we identified 2,423,245 to 7,549,989 persons aged ≥30 years treated for hypertension (total 80,564,109 cases). We calculated yearly age-sex standardized rates for medication adherence, combination therapy, blood test, and urine test according to geographic regions. We then used multivariate logistic regression to calculate odds ratios for hypertension management adjusted for individual-level sociodemographic factors. Results Adherence rates have markedly increased from 24.4% (2002) to 71.6% (2016) nationwide. Regional difference was prominent in 2002 (highest, 31.7% in Seoul; lowest, 14.4% in Jeonbuk), but has become less noticeable over 15 years (highest, 73.1% in Daejeon; lowest, 69.0% in Jeonnam, 2016). Combination therapy rates increased from 42.8% (2002) to 61.0% (2011), but are in decreasing trend after 2011. Blood test rates were 58.8% in 2016, whereas urine test rates have been stagnant below 50% across all regions. Geographic variations of combination therapy and complication screening rates were not profound. Results from multivariable logistic regression, adjusted for age and sex, were in agreement with trends observed by standardized rates. The odds ratios remained unchanged when the models were further adjusted for employment status and household income. Conclusions Regional difference in hypertension management was evident in the past, but has become less apparent over the last 15 years in Korea.
Collapse
Affiliation(s)
- Hokyou Lee
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea.,Graduate School, Yonsei University College of Medicine, Seoul, Korea
| | - Sungha Park
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea.,Division of Cardiology, Severance Cardiovascular Hospital and Cardiovascular Research Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Hyeon Chang Kim
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea.,Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea.,Big Data Steering Department, National Health Insurance Service, Wonju, Korea.
| |
Collapse
|
29
|
Ihm SH, Shin J, Park CG, Kim CH. Efficacy of a fixed dose combination of irbesartan and atorvastatin (Rovelito ®) in Korean adults with hypertension and hypercholesterolemia. DRUG DESIGN DEVELOPMENT AND THERAPY 2019; 13:633-645. [PMID: 30858694 PMCID: PMC6387596 DOI: 10.2147/dddt.s191973] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Purpose Coexistence of hypertension (HTN) and hypercholesterolemia is a major synergistic and modifiable risk factor for cardiovascular disease (CVD). Thus, a fixed-dose combination (FDC) of anti-HTN drugs and statins may be useful for treating CVD. This study evaluated the efficacy of an FDC of irbesartan and atorvastatin (Rovelito®) in Korean patients. Patients and methods Patients with HTN and hypercholesterolemia were screened for this prospective, observational, descriptive, multi-center, phase IV study. Eligible patients were administered with Rovelito for 3 months. Dose adjustment was allowed based on the physician’s discretion. Blood pressure (BP) goal was <140/90 mmHg, and blood lipid goal was based on Adult Treatment Panel III. Compliance with therapeutic lifestyle modification and safety of the study drugs were evaluated. Results Of the 2,777 patients enrolled in this study, 931 were analyzed for clinical efficacy. BP and low-density lipoprotein cholesterol (LDL-C) goals were achieved in 801 (86.04%) and 797 (85.61%) patients, respectively. For the BP goal, higher baseline BP and higher body mass index were risk factors for treatment failure. For LDL-C goal, baseline LDL-C level, number of concomitant drugs, smoking status, and alcohol consumption were risk factors for treatment failure. Of the 931 participants, 694 (74.54%) achieved the treatment goals for both BP and LDL-C. Smoking status, alcohol consumption, number of concomitant drugs, and higher baseline LDL-C and BP levels were risk factors for treatment failure in both BP and LDL-C goals. Adherence with Rovelito was 97.90%±5.79%, and incidence of adverse events was 4.19% (116). Conclusion FDC of irbesartan and atorvastatin (Rovelito) could be extremely helpful in treating patients with both HTN and hypercholesterolemia. Poor metabolic profiles were risk factors for poor treatment response and the reason for choosing Rovelito. Therapeutic lifestyle modification should still be underscored despite the 75% treatment success rate with Rovelito for both conditions.
Collapse
Affiliation(s)
- Sang-Hyun Ihm
- Division of Cardiology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Jinho Shin
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, South Korea
| | - Chang-Gyu Park
- Cardiology Division, Korea University Guro Hospital, Seoul, South Korea
| | - Cheol-Ho Kim
- Department of Internal Medicine, College of Medicine, Seoul National University, Seoul National University Bundang Hospital, Seongnam-si, South Korea,
| |
Collapse
|
30
|
McAlister FA, Ye C, Beaupre LA, Rowe BH, Johnson JA, Bellerose D, Hassan I, Majumdar SR. Adherence to osteoporosis therapy after an upper extremity fracture: a pre-specified substudy of the C-STOP randomized controlled trial. Osteoporos Int 2019; 30:127-134. [PMID: 30232538 DOI: 10.1007/s00198-018-4702-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 09/11/2018] [Indexed: 11/28/2022]
Abstract
UNLABELLED Despite their proven efficacy for secondary fracture prevention, long-term adherence with oral bisphosphonates is poor. INTRODUCTION To compare the effectiveness of two interventions on long-term oral bisphosphonate adherence after an upper extremity fragility fracture. METHODS Community-dwelling participants 50 years or older with upper extremity fragility fractures not previously treated with bisphosphonates were randomized to either a multi-faceted patient and physician educational intervention (the active control arm) vs. a nurse-led case manager (the study arm). Primary outcome was adherence (taking > 80% of prescribed doses) with prescribed oral bisphosphonates at 12 months postfracture between groups; secondary outcomes included rates of primary non-adherence and 24-month adherence. We also compared quality of life between adherent and non-adherent patients. RESULTS By 12 months, adherence with the initially prescribed bisphosphonate was similar (p = 0.96) in both groups: 38/48 (79.2%) in the educational intervention group vs. 66/83 (79.5%) in the case manager arm. By 24 months, adherence rates were 67% (32/48) in the educational intervention group vs. 53% (43/81) in case managed patients (p = 0.13). Primary non-adherence was 6% (11 patients) in the educational intervention group and 12% (21 patients) in the case managed group (p = 0.07). Prior family history of osteoporosis (aOR 2.1, 95% CI 1.0 to 4.4) and being satisfied with current medical care (aOR 2.3, 95% CI 1.1 to 4.8) were associated with better adherence while lower income (aOR 0.2, 95% CI 0.1 to 0.6, for patients with income < $30,000 per annum) was associated with poorer rates of adherence. There were no differences in health-related quality of life scores at baseline or during follow-up between patients who were adherent and those who were not. CONCLUSION While both interventions achieved higher oral bisphosphonate adherence compared to previously reported adherence rates in the general population, primary non-adherence and long-term adherence to bisphosphonates were similar in both arms. Adherence was influenced by family history of osteoporosis, satisfaction with current medical care, and income. TRIAL REGISTRATION ClinicalTrials.gov : NCT01401556.
Collapse
Affiliation(s)
- F A McAlister
- Department of Medicine, University of Alberta, Edmonton, Canada.
- Clinical Sciences Building, University of Alberta, 11350 83 Avenue, Edmonton, Alberta, T6G 2G3, Canada.
| | - C Ye
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - L A Beaupre
- Department of Physical Therapy, University of Alberta, Edmonton, Canada
| | - B H Rowe
- Department of Emergency Medicine, University of Alberta, Edmonton, Canada
| | - J A Johnson
- School of Public Health, University of Alberta, Edmonton, Canada
| | - D Bellerose
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - I Hassan
- EPICORE Centre, Department of Medicine, University of Alberta, Edmonton, Canada
| | - S R Majumdar
- Department of Medicine, University of Alberta, Edmonton, Canada
| |
Collapse
|
31
|
Putignano D, Orlando V, Monetti VM, Piccinocchi G, Musazzi UM, Piccinocchi R, Minghetti P, Menditto E. Fixed Versus Free Combinations Of Antihypertensive Drugs: Analyses Of Real-World Data Of Persistence With Therapy In Italy. Patient Prefer Adherence 2019; 13:1961-1969. [PMID: 31814712 PMCID: PMC6858287 DOI: 10.2147/ppa.s225444] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/15/2019] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To analyse the pattern of use and cost of antihypertensive drugs in new users in an Italian population, and explore the patient/treatment factors associated with the risk of therapy discontinuation. PATIENTS AND METHODS In this retrospective study, information was collected from a population-based electronic primary-care database. Persistence with medication use 1 year from therapy initiation was evaluated for each user using the gap method. Each new user was classified according to his/her pattern of use as: "continuer", "discontinuer" "switching" or "add-on". A Cox regression model was used to analyse the factors influencing therapy discontinuation. Primary-care costs comprised specialists' visits, diagnostic procedures and pharmacologic therapies. RESULTS Among 14,999 subjects included in persistence analyses, 55.1% of cases initially started on monotherapy were classified as discontinuers vs 36.5% of cases taking combination therapy (42.3% vs 32.7%, respectively, for free and fixed combinations, P < 0.01). Old age, high cardiovascular risk and being in receipt of fixed-combination therapy were associated with greater persistence. Overall, the primary-care cost/person/year of hypertension management was ~€95.3 (IQR, 144.9). The monotherapy cost was €88 per patient (IQR, 132.9), and that for combination therapy was €151±148.3. The median cost/patient with a fixed combination was lower than that for a free combination (€98.4 (IQR, 155.3) and €154.9 (IQR, 182.6), respectively). CONCLUSION The initial type of therapy prescribed influences persistence. Prescribing fixed combinations might be a good choice as initial therapy.
Collapse
Affiliation(s)
- Daria Putignano
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| | - Valentina Orlando
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
- Correspondence: Valentina Orlando CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Via Domenico Montesano 49, Naples80131, ItalyTel +39 081 678657Fax +39 081 678303 Email
| | | | | | - Umberto Maria Musazzi
- Dipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milan, Italy
| | | | - Paola Minghetti
- Dipartimento di Scienze Farmaceutiche, Università degli Studi di Milano, Milan, Italy
| | - Enrica Menditto
- CIRFF, Center of Pharmacoeconomics, University of Naples Federico II, Naples, Italy
| |
Collapse
|
32
|
Moreno Juste A, Gimeno Miguel A, Poblador Plou B, González Rubio F, Aza Pascual-Salcedo MM, Menditto E, Prados Torres A. Adherence to treatment of hypertension, hypercholesterolaemia and diabetes in an elderly population of a Spanish cohort. Med Clin (Barc) 2018; 153:1-5. [PMID: 30503066 DOI: 10.1016/j.medcli.2018.10.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 10/11/2018] [Accepted: 10/18/2018] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND OBJECTIVE Sub-optimal adherence to treatment in the general population has been highlighted in several studies, especially in the elderly and/or chronic patients. This study aims to describe the adherence to treatment of diabetes mellitus, dyslipidaemia and hypertension, and to identify the factors that influence adherence. MATERIAL AND METHOD Retrospective, cross-sectional observational study on 16,208 patients aged ≥65 years from the EpiChron Cohort who initiated monotherapy treatment of an antidiabetic, a lipid-lowering or an antihypertensive medication in 2010. Adherence was measured by calculating the medication possession ratio during one year, considering those cases with medication possession ratio ≥80% to be adherent. We performed a descriptive study, and a logistic regression model was used to identify the predictors of low adherence. RESULTS Adherence to antidiabetics, antihypertensive and lipid-lowering drugs was 72.4%, 50.7% and 44.3%, respectively. An increase in adherence of 3-8% was observed for each additional chronic disease suffered by the patient. The presence of mental illness did not affect adherence, and sex, age and number of prescribed drugs did not present consistent effects. CONCLUSION The results obtained show a sub-optimal adherence to treatment for the 3chronic diseases studied. Adherence increased with the number of chronic diseases, while sex, age and number of drugs did not show a consistent effect. It is necessary to investigate if there are other factors that may influence therapeutic adherence, since improving adherence may have a greater impact on health than any progress in therapies.
Collapse
Affiliation(s)
- Aida Moreno Juste
- Grupo EpiChron de Investigación en Enfermedades Crónicas, Instituto Aragonés de Ciencias de la Salud (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, España; Servicio Aragonés de Salud (SALUD), Zaragoza, España.
| | - Antonio Gimeno Miguel
- Grupo EpiChron de Investigación en Enfermedades Crónicas, Instituto Aragonés de Ciencias de la Salud (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, España
| | - Beatriz Poblador Plou
- Grupo EpiChron de Investigación en Enfermedades Crónicas, Instituto Aragonés de Ciencias de la Salud (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, España
| | - Francisca González Rubio
- Grupo EpiChron de Investigación en Enfermedades Crónicas, Instituto Aragonés de Ciencias de la Salud (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, España; Servicio Aragonés de Salud (SALUD), Zaragoza, España; Grupo de Trabajo de Utilización de Fármacos de la semFYC, España
| | - María Mercedes Aza Pascual-Salcedo
- Grupo EpiChron de Investigación en Enfermedades Crónicas, Instituto Aragonés de Ciencias de la Salud (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, España; Servicio Aragonés de Salud (SALUD), Zaragoza, España
| | - Enrica Menditto
- CIRFF, Centro de Farmacoeconomía, Universidad de Nápoles Federico II, Nápoles, Italia
| | - Alexandra Prados Torres
- Grupo EpiChron de Investigación en Enfermedades Crónicas, Instituto Aragonés de Ciencias de la Salud (IACS), IIS Aragón, REDISSEC ISCIII, Zaragoza, España
| |
Collapse
|
33
|
Dillon P, Smith SM, Gallagher P, Cousins G. Impact of financial burden, resulting from prescription co-payments, on antihypertensive medication adherence in an older publically insured population. BMC Public Health 2018; 18:1282. [PMID: 30458754 PMCID: PMC6247632 DOI: 10.1186/s12889-018-6209-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 11/08/2018] [Indexed: 12/03/2022] Open
Abstract
Introduction Medication co-payments represent a financial barrier to antihypertensive medication adherence. The introduction of co-payments for Irish publically insured patients was associated with a 5% reduction in adherence. However there is socioeconomic variability within this population, and the impact may be greater for those on lower income. We evaluated medication-related financial burden of the co-payment in a cohort of Irish publically insured antihypertensive users and tested its association with adherence at 12 months. Methods This was a prospective cohort study of community dwelling older (> 65 yrs) adults (n = 1152) from 106 Irish community pharmacies. Participants completed a structured telephone interview at baseline, and a follow-up interview at 12-months, which we linked to pharmacy records. We assessed medication-related financial burden at baseline using a single questionnaire item, and adherence at 12 months via questionnaire and refill-adherence as Proportion of Days Covered (PDC). Results A third of participants (30.1%) reported financial burden due to medication costs. In adjusted linear regression models financially burdened participants had significantly lower self-reported adherence (β = − 0.29, 95% CI -0.48 to − 0.11), although this was not evident with PDC (β = − 2.76, 95% CI -5.65 to 0.14). Conclusion This co-payment represents a financial barrier to antihypertensive adherence for many older Irish publically insured patients. The negative impact to adherence will potentially increase the risk of adverse outcomes, such as stroke, and increase long-term healthcare costs. Electronic supplementary material The online version of this article (10.1186/s12889-018-6209-8) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Paul Dillon
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland.
| | - Susan M Smith
- Primary Care Medicine, Department of General Practice and HRB Centre for Primary Care Research, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Paul Gallagher
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Gráinne Cousins
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
| |
Collapse
|
34
|
Ahn HS, Kim SJ, Choi JB, Choo SH, Shim KH, Kim SI. Long-term cost comparison between surgical and medical therapy for benign prostatic hyperplasia: a study using hospital billing data. BJU Int 2018; 123:E79-E85. [PMID: 30303597 DOI: 10.1111/bju.14584] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To analyse actual long-term medical treatment of benign prostatic hyperplasia (BPH) and compare the incurred cost with that of patients with BPH who underwent early surgery. PATIENTS AND METHODS Patients who were first diagnosed with BPH from 1 January 2008 to 31 December 2010 were identified using the Clinical Data Warehouse. Hospital billing data generated by the electronic hospital management system were collected until December 2015. For outpatient care, only procedures, materials and drugs directly related to the management of BPH were selected for the analysis. For inpatient care, all procedures, materials and drugs ordered on dates with continuity with BPH surgery date were included. The primary endpoint of the study was the total treatment-related direct costs of patients undergoing a long-term curative medical therapy for BPH (Group 1), which was arbitrarily defined as any medical therapy including a 5α-reductase inhibitor with a minimum medication possession ratio of 0.5 during ≥5 consecutive years, or ≥1 year until BPH surgery due to medical therapy failure. In all, 70 patients who underwent BPH surgery at <1 year of initial visit served as controls (Group 2). RESULTS Amongst 137 patients in the Group 1, four patients underwent BPH surgery at a median of 57.8 months after the initial visit (2.9%). At a median follow-up of 76 months, the mean total treatment cost was significantly higher in Group 1 than in Group 2 ($3987 vs $3036 [USA dollars], P < 0.001). Similarly, the mean 'out-of-pocket' cost was significantly higher in Group 1 than in Group 2 ($1742 vs $1436, P = 0.005). When a linear increment of annual BPH treatment cost is assumed for Group 1 and all costs are assumed to be produced within the first year for Group 2, the total and out-of-pocket costs became equal at the end of the fifth year of medical treatment. For both total and out-of-pocket costs, medication-related costs occupied the largest proportion, exceeding half of the costs. CONCLUSIONS We suggest patient counselling at the beginning of BPH treatment should include the likelihood that the cumulative out-of-pocket cost at 5 years of continuous medication will exceed that of early surgery. Our cost study using hospital billing data extractable from the electronic hospital management system may be a good model for cost studies that could provide valuable information to health providers and payers.
Collapse
Affiliation(s)
- Hyun Soo Ahn
- Department of Urology, Ajou University School of Medicine, Suwon, South Korea
| | - Se Joong Kim
- Department of Urology, Ajou University School of Medicine, Suwon, South Korea
| | - Jong Bo Choi
- Department of Urology, Ajou University School of Medicine, Suwon, South Korea
| | - Seol Ho Choo
- Department of Urology, Ajou University School of Medicine, Suwon, South Korea
| | - Kang Hee Shim
- Department of Urology, Ajou University School of Medicine, Suwon, South Korea
| | - Sun Il Kim
- Department of Urology, Ajou University School of Medicine, Suwon, South Korea
| |
Collapse
|
35
|
Adherence of Elderly Patients with Cardiovascular Disease to Statins and the Risk of Exacerbation of Chronic Obstructive Pulmonary Disease: Evidence from an Italian Real-World Investigation. Drugs Aging 2018; 35:1099-1108. [DOI: 10.1007/s40266-018-0600-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|
36
|
Hou L, Chen X, Chen B, Liu L, Sun X, Zou Y, Liu H, Guo H, Zhang J, Ma J. Pharmacological therapy and blood pressure control in primary health care sites in China: data from 254,848 hypertensive patients. Clin Epidemiol 2018; 10:1467-1478. [PMID: 30349394 PMCID: PMC6188195 DOI: 10.2147/clep.s172567] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background Studies on pharmacological therapy and blood pressure (BP) control in primary health care sites of China are limited. We aimed to investigate drug use and compliance as well as compare BP control between pharmacological therapies for lowering BP in hypertensive population serviced by these sites. Methods This is a 1-year cohort study using electronic health care records from the National Primary Public Health Services of China. For patients with antihypertensive drugs at the first follow-up, we defined compliance with treatment as a continued treatment with the same specified class of agents at next three follow-ups. In those with compliance, BP control was defined as systolic BP <140 mmHg and diastolic BP <90 mmHg in four follow-ups within 1 year. Results Primary health care sites of four areas managed 254,848 hypertensive patients aged ≥35 years. At the first follow-up, 50.2% of the patients took medicines for lowering BP. In those, calcium channel antagonist monotherapy was the most common medicine in urban areas (57.1% vs 15.6% in rural areas, P<0.001); however, the most common one was single-pill combinations including diuretics and non-first-line drugs in rural areas (34.4% vs 10.7% in urban areas, P<0.001). Compliance was 79.9% and 53.2% for single- and multiple-pill combinations in first-line drugs; this rate was 69.5% and 45.0% in regimens combined with non-first-line drugs, respectively. Compared with calcium channel antagonists, diuretics monotherapy increased the overall BP control by 11% (risk ratio, 1.11; 95% confidence interval, 1.08 to 1.13), but it was used in few patients (3.3%); first-line multiple-pill combinations significantly decreased BP control by 20% to 28% in three less urbanized areas, but a similar BP control was achieved in the highly urbanized area. Conclusion Our study indicated that drug use such as diuretics could be strengthened in primary health care sites and combined therapy may be improved particularly in less urbanized areas.
Collapse
Affiliation(s)
- Lei Hou
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 100050, China,
| | - Xiaorong Chen
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 100050, China,
| | - Bo Chen
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 100050, China,
| | - Longjian Liu
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, PA, 19104, USA
| | - Xiaohui Sun
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 100050, China, .,Qingdao Center for Disease Control and Prevention, Qingdao, 266033, China
| | - Yuewei Zou
- Rushan Center for Disease Control and Prevention, Rushan, 264500, China
| | - Hongjian Liu
- Taixing Center for Disease Control and Prevention, Taixing, 225400, China
| | - Hui Guo
- Xiangtan Center for Disease Control and Prevention, Xiangtan, 411100, China
| | - Jian Zhang
- Wuhou Center for Disease Control and Prevention, Wuhou, 610041, China
| | - Jixiang Ma
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 100050, China,
| |
Collapse
|
37
|
Biffi A, Scotti L, Rea F, Lucenteforte E, Chinellato A, Vetrano DL, Vitale C, Agabiti N, Sultana J, Roberto G, Mugelli A, Corrao G. Adherence to Antidepressants and Mortality in Elderly Patients with Cardiovascular Disease. Clin Drug Investig 2018; 38:593-602. [PMID: 29589292 DOI: 10.1007/s40261-018-0642-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND OBJECTIVE: Conflicting findings from studies evaluating the association between use of antidepressant drugs and mortality have been reported. We tested the hypothesis that better adherence to antidepressant therapy may reduce mortality. METHODS The cohort included 29,845 individuals aged ≥ 65 years from several Italian health units who were newly treated with antidepressant drugs after hospital discharge with a diagnosis for cardiovascular disease during 2008-2010. These individuals were observed from the first prescription until the end of data availability (i.e. 2012-2014, depending on the local database). During this period, information on (1) prescription of antidepressants and other medications and (2) death from any cause (outcome) was recorded. Proportional hazards models were fitted to estimate the association between better adherence to antidepressants (defined as proportion of days covered ≥ 75%) and outcome, by adjusting and stratifying for several covariates. RESULTS Patients with better adherence to antidepressants had a reduced mortality of 9% (95% CI 3-14). Patients who did not use other medicaments during follow-up had reduced mortality associated with better adherence to antidepressants of 21% (- 1-38), 14% (7-20), 20% (13-26) and 13% (7-19) for no users of antihypertensive agents, lipid-lowering agents, other cardiovascular drugs and antidiabetics, respectively. CONCLUSIONS Better adherence to antidepressants is associated with reduced all-cause mortality, mainly in patients who did not use other pharmacological treatments. Behavioural changes to enhance adherence among the elderly with cardiovascular disease might offer important benefits in reducing their mortality.
Collapse
Affiliation(s)
- Annalisa Biffi
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
| | - Lorenza Scotti
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Federico Rea
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Ersilia Lucenteforte
- Department of Neurosciences, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | | | - Davide L Vetrano
- Department of Geriatrics, Neurosciences and Orthopaedics, A. Gemelli University Hospital, Università Cattolica del Sacro Cuore, Rome, Italy.,Aging Research Center, Department of Neurobiology, Health Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Cristiana Vitale
- Department of Medical Sciences, IRCCS San Raffaele Pisana, Rome, Italy
| | - Nera Agabiti
- Department of Epidemiology, Lazio Regional Health Service, Roma, Italy
| | - Janet Sultana
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Giuseppe Roberto
- Epidemiology Unit, Regional Agency for Healthcare Services of Tuscany, Florence, Italy
| | - Alessandro Mugelli
- Department of Neurosciences, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Giovanni Corrao
- Laboratory of Healthcare Research and Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | | |
Collapse
|
38
|
Oh DJ, Han SE, Jeong SH, Hong MS, Choe SC. Clinical characteristics and satisfaction with the fimasartan in Korean hypertensive patients: a prospective, cross-sectional and open-label, 8-week switching study (Kanarb-hypertension epidemiology medication satisfaction study; K-HEMS study). Clin Hypertens 2018; 24:10. [PMID: 30186623 PMCID: PMC6119343 DOI: 10.1186/s40885-018-0096-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 07/20/2018] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Fimasartan (Kanarb; Boryung Pharmaceutical Co., Ltd., Seoul, Republic of Korea) is a non-protein angiotensin II receptor blocker that selectively blocks the AT1 receptor. No prior large-scale study has investigated the impact of demographics, disease, treatment, and clinical characteristics on medication satisfaction and quality of life in Korean hypertensive patients. Additionally, it is unclear whether increased medication compliance affects the achievement of hypertension treatment objectives. METHODS This was a multicenter, non-interventional, open-label and 8-week switching study. This study was divided into 2 steps. STEP I was a cross-sectional study composed entirely of hypertensive patients undergoing treatment and STEP II was a prospective observational study of hypertensive patients switching to fimasartan. A total of 12,244 and 2023 patients were analyzed in the STEP I and STEP II groups, respectively. In STEP I, we investigated demographics, clinical, disease, and treatment characteristics at the registration point and then analyzed medication satisfaction, patient compliance, and quality of life. In STEP II, the patients who switched to fimasartan were followed up for 8 weeks, and the data analyzed included changes in medication effects, satisfaction, compliance, and adverse events. RESULTS Some baseline characteristics, such as sex, body mass index, region of residence, educational level, and income level, affected the quality of life and medication duration in hypertensive patients. At 4 and 8 weeks, 62.5 and 69.9% of patients, respectively, reached their target blood pressure. The medication satisfaction scores were increased 4.0 ± 1.2, 5.1 ± 1.1, and 5.4 ± 1.0 at baseline, 4 weeks, and 8 weeks, respectively, and the difference was statistically significant (p < 0.0001). Most patients (76.4%) who changed from prior antihypertensive drug to fimasartan were not satisfied with conventional antihypertensive drugs (e.g., lack of efficacy). Among 2183 patients, 234 adverse events occurred in 151 (6.9%) and 50 adverse drug reactions occurred in 39 (1.8%). CONCLUSION The demographic, clinical, disease, and treatment characteristics of hypertensive patients were investigated in this study. After switching to fimasartan, blood pressure was significantly decreased and patient satisfaction was improved. Fimasartan treatment was well tolerated and safe in hypertensive patients in Korea.Trial registration. TRIAL REGISTRATION ClinicalTrials.gov Identifier: (NCT02394392).
Collapse
Affiliation(s)
- Dong Joo Oh
- Cardiovascular center, New Korea Hospital, Kimpo, 10086 Republic of Korea
| | - Su-Eun Han
- Seoul Research Institute, Boryung Pharmaceutical Co., Ltd, 136, Changgyeonggung-ro, Jongno-gu, Seoul, 03127 Republic of Korea
| | - Seung Hee Jeong
- Seoul Research Institute, Boryung Pharmaceutical Co., Ltd, 136, Changgyeonggung-ro, Jongno-gu, Seoul, 03127 Republic of Korea
| | - Myung Sook Hong
- Seoul Research Institute, Boryung Pharmaceutical Co., Ltd, 136, Changgyeonggung-ro, Jongno-gu, Seoul, 03127 Republic of Korea
| | - Seong Choon Choe
- Seoul Research Institute, Boryung Pharmaceutical Co., Ltd, 136, Changgyeonggung-ro, Jongno-gu, Seoul, 03127 Republic of Korea
| |
Collapse
|
39
|
Armstrong PW, McAlister FA. Searching for Adherence: Can We Fulfill the Promise of Evidence-Based Medicines? J Am Coll Cardiol 2018; 68:802-4. [PMID: 27539171 DOI: 10.1016/j.jacc.2016.06.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2016] [Accepted: 06/03/2016] [Indexed: 01/28/2023]
Affiliation(s)
- Paul W Armstrong
- Canadian VIGOUR Centre, Department of Medicine (Cardiology), University of Alberta, Edmonton, Alberta, Canada.
| | - Finlay A McAlister
- Canadian VIGOUR Centre, Department of Medicine (Cardiology), University of Alberta, Edmonton, Alberta, Canada
| |
Collapse
|
40
|
Dillon P, Smith SM, Gallagher P, Cousins G. Medication monitoring attitudes and perceived determinants to offering medication adherence advice to older hypertensive adults: a factorial survey of community pharmacy interns. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2018; 27:45-54. [PMID: 29897646 DOI: 10.1111/ijpp.12463] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 04/26/2018] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Community pharmacy is an ideal setting to monitor medication adherence, however, barriers to pharmacist-led interventions exist. Preparing future pharmacists for enhanced roles may overcome such barriers. Our objective was to identify medication monitoring attitudes and contextual factors that influence adherence monitoring by pharmacy interns to inform educational activities on medication adherence. METHODS An online factorial survey of all pharmacy interns (N = 123) in the Republic of Ireland, completing advanced community pharmacy experiential learning in May 2016 was undertaken to evaluate attitudes to medication monitoring and to identify respondent characteristics and contextual factors which influence adherence monitoring of older hypertensive adults during repeat dispensing. The medication monitoring attitude measure (MMAM) was used to evaluate interns' attitudes, and factorial vignette analysis was performed to identify factors influencing behavioural intention to offer adherence advice. RESULTS There were 121 completed online surveys. Half of interns reported they felt uncomfortable and confrontational discussing adherence with patients. In factorial vignette analysis, higher medication monitoring attitudes resulted in higher likelihood to offer adherence advice; experiential-learning characteristics such as pharmacy ownership-type (nonchain store) and contextual factors including patients being treated for longer and time-pressures had a significant negative influence on pharmacy interns' likelihood to offer adherence advice. DISCUSSION Medication monitoring attitudes and contextual factors influenced responses to offer adherence advice in hypothetical scenarios. Ensuring pharmacy students are educated on patterns of adherence and appropriate skills to address nonadherence, and engage in structured programmes to facilitate patient interactions during experiential learning, may improve medication monitoring attitudes and adherence monitoring.
Collapse
Affiliation(s)
- Paul Dillon
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Susan M Smith
- Department of General Practice and HRB Centre for Primary Care Research, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Paul Gallagher
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Gráinne Cousins
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
| |
Collapse
|
41
|
Chen S, Conwell Y, Xue J, Li LW, Tang W, Bogner HR, Dong H. Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC Geriatr 2018; 18:124. [PMID: 29843644 PMCID: PMC5975464 DOI: 10.1186/s12877-018-0808-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 05/04/2018] [Indexed: 01/05/2023] Open
Abstract
Background Depression and hypertension are common, costly, and destructive conditions among the rapidly aging population of China. The two disorders commonly coexist and are poorly recognized and inadequately treated, especially in rural areas. Methods The Chinese Older Adult Collaborations in Health (COACH) Study is a cluster randomized controlled trial (RCT) designed to test the hypotheses that the COACH intervention, designed to manage comorbid depression and hypertension in older adult, rural Chinese primary care patients, will result in better treatment adherence and greater improvement in depressive symptoms and blood pressure control, and better quality of life, than enhanced Care-as-Usual (eCAU). Based on chronic disease management and collaborative care principles, the COACH model integrates the care provided by the older person’s primary care provider (PCP) with that delivered by an Aging Worker (AW) from the village’s Aging Association, supervised by a psychiatrist consultant. One hundred sixty villages, each of which is served by one PCP, will be randomly selected from two counties in Zhejiang Province and assigned to deliver eCAU or the COACH intervention. Approximately 2400 older adult residents from the selected villages who have both clinically significant depressive symptoms and a diagnosis of hypertension will be recruited into the study, randomized by the villages in which they live and receive primary care. After giving informed consent, they will undergo a baseline research evaluation; receive treatment for 12 months with the approach to which their village was assigned; and be re-evaluated at 3, 6, 9, and 12 months after entry. Depression and HTN control are the primary outcomes. Treatment received, health care utilization, and cost data will be obtained from the subjects’ electronic medical records (EMR) and used to assess adherence to care recommendations and, in a preliminary manner, to establish cost and cost effectiveness of the intervention. Discussion The COACH intervention is designed to serve as a model for primary care-based management of common mental disorders that occur in tandem with common chronic conditions of later life. It leverages existing resources in rural settings, integrates social interventions with the medical model, and is consistent with the cultural context of rural life. Trial registration ClinicalTrials.gov ID: NCT01938963; First posted: September 10, 2013.
Collapse
Affiliation(s)
- Shulin Chen
- Department of Psychology, Zhejiang University, Hangzhou, China
| | - Yeates Conwell
- Department of Psychiatry, University of Rochester Medical Center, 300 Crittenden Boulevard, Rochester, NY, 14642, USA.
| | - Jiang Xue
- Department of Psychology, Zhejiang University, Hangzhou, China
| | - Lydia W Li
- School of Social Work, University of Michigan, Ann Arbor, USA
| | - Wan Tang
- Department of Global Biostatistics and Data Science, Tulane University, New Orleans, USA
| | - Hillary R Bogner
- Department of Family Medicine, University of Pennsylvania, Philadelphia, USA
| | - Hengjin Dong
- Faculty of Public Health Research, Zhejiang University, Hangzhou, China
| |
Collapse
|
42
|
Exploring factors associated with patients' adherence to antihypertensive drugs among people with primary hypertension in the United Kingdom. J Hypertens 2018; 35:1881-1890. [PMID: 28441185 DOI: 10.1097/hjh.0000000000001382] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To explore factors associated with adherence to antihypertensive drugs overall (therapy adherence) and to particular classes (class adherence) in hypertensive patients. METHODS The current retrospective cohort study included adults with primary hypertension identified in the UK Clinical Practice Research Datalink from April 2006 to March 2013. Individuals were followed from the date of first-ever antihypertensive drug class (class adherence) prescribed and from the date of the first-ever antihypertensive drug (therapy adherence) issued to the earliest of study end, patient leaving the database, or death. Prescribing episodes (time from a drug class being first prescribed to the end of follow-up time) of six antihypertensive drug classes were recorded. Proportion of days covered (PDC) was used to estimate therapeutic adherence for a patient's antihypertensive drugs therapy during follow-up period and class adherence of a specific antihypertensive class in each episode, respectively. Generalized linear modelling was used to examine factors associated with PDC. RESULTS Median therapy and class PDC were 93.9 and 98.3% in the 176 835 patients and 371 605 prescribing episodes; 20 and 38.4% of the patients and episodes had PDC less than 80%, respectively. Higher therapy and class PDC was associated with increasing age, using renin angiotensin drugs, and being preexisting patient and user of antihypertensive drugs. Higher deprivation, multiple comorbidities, and switching of antihypertensive drugs were associated with lower PDC. CONCLUSION Several patient factors were confirmed as determinant of adherence to antihypertensive drug classes and therapy; hence, they can assist in identifying patients at risks of nonadherence, thus targeting them for adherence improving interventions.
Collapse
|
43
|
Corrao G, Monzio Compagnoni M, Franchi M, Cantarutti A, Pugni P, Merlino L, Catapano AL, Mancia G. Good adherence to therapy with statins reduces the risk of adverse clinical outcomes even among very elderly. Evidence from an Italian real-life investigation. Eur J Intern Med 2018; 47:25-31. [PMID: 28958460 DOI: 10.1016/j.ejim.2017.09.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 08/31/2017] [Accepted: 09/21/2017] [Indexed: 12/17/2022]
Abstract
AIM To assess whether in individuals aged 80years or older adherence to statins is accompanied by a reduced risk of all-cause mortality and major cardiovascular events. METHODS A nested case-control study was carried out on a cohort of patients aged 80years or older (very elderly individuals), who were under treatment with statins between 2008 and 2009, using the database available for all citizenship (about 10 million) of Lombardy (Italy). Cases were the cohort members who experienced death or hospitalization for stroke, myocardial infarction or heart failure from the initial prescription until 2012. Up to five controls were randomly selected for each case. Logistic regression was used to model the outcome risk associated with the adherence to therapy with statins. Two younger patient cohorts aged 60 to 69years and 70 to 79years were taken for comparison. A set of sensitivity analyses was performed in order to account for sources of systematic uncertainty. RESULTS Among very elderly individuals, those who had high adherence to statins showed significant risk reductions of death (56%; 95% Confidence Interval, 54% to 59%), myocardial infarction (15%; 5% to 24%), stroke (13%; 0% to 24%) and heart failure (30%; 23% to 36%) with respect to those at very low adherence. Adherence-related risk reductions were only slightly better for younger cohort members. CONCLUSIONS Adherence to therapy with statins reduced the risk of both death and cardiovascular morbidity in patients aged 80years or older.
Collapse
Affiliation(s)
- Giovanni Corrao
- Interuniversity Centre of Healthcare Research & Pharmacoepidemiology, Laboratory of Healthcare Research & Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy; Department of Statistics and Quantitative Methods, Division of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy.
| | - Matteo Monzio Compagnoni
- Interuniversity Centre of Healthcare Research & Pharmacoepidemiology, Laboratory of Healthcare Research & Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy; Department of Statistics and Quantitative Methods, Division of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Matteo Franchi
- Interuniversity Centre of Healthcare Research & Pharmacoepidemiology, Laboratory of Healthcare Research & Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy; Department of Statistics and Quantitative Methods, Division of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Anna Cantarutti
- Interuniversity Centre of Healthcare Research & Pharmacoepidemiology, Laboratory of Healthcare Research & Pharmacoepidemiology, University of Milano-Bicocca, Milan, Italy; Department of Statistics and Quantitative Methods, Division of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Pietro Pugni
- Department of Statistics and Quantitative Methods, Division of Biostatistics, Epidemiology and Public Health, University of Milano-Bicocca, Milan, Italy
| | - Luca Merlino
- Operative Unit of Territorial Health Services, Lombardy Region, Milan, Italy
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences, Centre of Epidemiology and Preventive Pharmacology (SEFAP), University of Milano, Milan, Italy; IRCSS Multimedica, Sesto San Giovanni, Milan, Italy
| | | |
Collapse
|
44
|
Drug adherence in hypertension. Pharmacol Res 2017; 125:142-149. [DOI: 10.1016/j.phrs.2017.08.015] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Revised: 08/24/2017] [Accepted: 08/25/2017] [Indexed: 01/13/2023]
|
45
|
Dillon P, Stewart D, Smith SM, Gallagher P, Cousins G. Group-Based Trajectory Models: Assessing Adherence to Antihypertensive Medication in Older Adults in a Community Pharmacy Setting. Clin Pharmacol Ther 2017; 103:1052-1060. [PMID: 28875569 PMCID: PMC6001422 DOI: 10.1002/cpt.865] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 07/31/2017] [Accepted: 08/27/2017] [Indexed: 12/31/2022]
Abstract
Antihypertensive medication nonadherence is highly prevalent, leading to uncontrolled blood pressure. Methods that facilitate the targeting and tailoring of adherence interventions in clinical settings are required. Group‐Based Trajectory Modeling (GBTM) is a newer method to evaluate adherence using pharmacy dispensing (refill) data that has advantages over traditional refill adherence metrics (e.g. Proportion of Days Covered) by identifying groups of patients who may benefit from adherence interventions, and identifying patterns of adherence behavior over time that may facilitate tailoring of an adherence intervention. We evaluated adherence to antihypertensive medication in 905 patients over a 12‐month period in a community pharmacy setting using GBTM, identifying three subgroups of adherence patterns: 52.8%, 40.7%, and 6.5% had very high, high, and low adherence, respectively. However, GBTM failed to demonstrate predictive validity with blood pressure at 12 months. Further research on the validity of adherence measures that facilitate interventions in clinical settings is required.
Collapse
Affiliation(s)
| | - Derek Stewart
- School of Pharmacy and Life Sciences, Robert Gordon University, Aberdeen, Scotland, UK
| | - Susan M Smith
- Department of General Practice and HRB Centre for Primary Care Research, Dublin, Ireland
| | | | | |
Collapse
|
46
|
Lee HJ, Jang SI, Park EC. Effect of adherence to antihypertensive medication on stroke incidence in patients with hypertension: a population-based retrospective cohort study. BMJ Open 2017; 7:e014486. [PMID: 28674133 PMCID: PMC5734476 DOI: 10.1136/bmjopen-2016-014486] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE High blood pressure is a modifiable risk factor for stroke, but non-adherence to antihypertensive medication is a growing concern for healthcare providers in controlling blood pressure. This study aimed to investigate the effect of adherence to antihypertensive medication on stroke incidence. DESIGN Retrospective cohort study. SETTING We analysed National Health Insurance claim data and check-up data from 2009 to 2013. PARTICIPANTS 38520patients with hypertension were defined as those diagnosed with hypertension and prescribed antihypertensive medication. INTERVENTIONS No interventions were made. OUTCOME MEASURE Poisson regression analysis using generalised estimating equations models was performed to examine the association between adherence to antihypertensive medication and stroke incidence. RESULTS Among 38 520 patients with hypertension, 957 (2.5%) strokes occurred during the study period. Non-adherence to medication was significantly associated with a higher risk of stroke (intermediate adherence: adjusted relative risk (aRR)=1.13, 95% CI=1.06 to 1.21; poor adherence: aRR=1.27, 95% CI=1.17 to 1.38). CONCLUSIONS Non-adherence to antihypertensive medication in patients with hypertension was associated with an increased risk of stroke. Therefore, healthcare providers need to focus on interventional strategies to ensure that these patients adhere to medication therapy and to provide continuing support to achieve long-term adherence, ultimately minimising negative health outcomes.
Collapse
Affiliation(s)
- Hyo Jung Lee
- Department of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea
- Institute of Health Services Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sung-In Jang
- Institute of Health Services Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun-Cheol Park
- Institute of Health Services Research, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| |
Collapse
|
47
|
Protective effects of antihypertensive treatment in patients aged 85 years or older. J Hypertens 2017; 35:1432-1441. [DOI: 10.1097/hjh.0000000000001323] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
48
|
Malo S, Aguilar-Palacio I, Feja C, Lallana MJ, Rabanaque MJ, Armesto J, Menditto E. Different approaches to the assessment of adherence and persistence with cardiovascular-disease preventive medications. Curr Med Res Opin 2017; 33:1329-1336. [PMID: 28422521 DOI: 10.1080/03007995.2017.1321534] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
OBJECTIVE To assess suitability and comparability of the most common methods of treatment adherence and persistence assessment, as applied to the same pharmacy dataset. METHODS Data on drugs prescribed for cardiovascular primary prevention to participants in the Aragon Workers' Health Study (AWHS) were collected from a regional electronic drug prescription database. Several different approaches were used to measure treatment adherence (with the medication possession ratio [MPR]) and proportion of days covered [PDC]) and persistence in new users by therapeutic subgroup. Defined daily dose (DDD) was used as a proxy of the number of days' supply, or substituted with surrogate daily dose values. RESULTS Higher mean adherence values and proportions of adherent patients were obtained using MPR versus PDC, with additional differences depending on the approach used. The proportion of adherent patients was lowest for oral antidiabetics (14.4%-30.6%) and highest for antihypertensives (70.2%-82.1%). The use of surrogate daily dose values increased adherence for antidiabetics and statins and decreased adherence for antihypertensives. After a 1 year follow-up, treatment persistence was observed for 21.1%, 58.7%, and 29.5% of antidiabetic, antihypertensive and statin users, respectively. CONCLUSIONS Our findings indicate that use of multiple measures of treatment adherence and persistence provides a more complete overview of medication use patterns, and certain limitations associated with DDD for some drug groups can be overcome with replacement by surrogate doses. The PDC indicator seems to provide a more accurate reflection of patient behavior and treatment continuity than the MPR. Any comparison of adherence/persistence should always consider the method used, variables analyzed, and corresponding data collection process.
Collapse
Affiliation(s)
- Sara Malo
- a Department of Preventive Medicine and Public Health , University of Zaragoza , Zaragoza , Spain
- b Fundación Instituto de Investigación Sanitaria de Aragón (IIS Aragón) , Zaragoza , Spain
| | - Isabel Aguilar-Palacio
- a Department of Preventive Medicine and Public Health , University of Zaragoza , Zaragoza , Spain
- b Fundación Instituto de Investigación Sanitaria de Aragón (IIS Aragón) , Zaragoza , Spain
| | - Cristina Feja
- a Department of Preventive Medicine and Public Health , University of Zaragoza , Zaragoza , Spain
- b Fundación Instituto de Investigación Sanitaria de Aragón (IIS Aragón) , Zaragoza , Spain
| | - María Jesús Lallana
- b Fundación Instituto de Investigación Sanitaria de Aragón (IIS Aragón) , Zaragoza , Spain
- c Pharmacy Service in Primary Health Care, Aragones Health Service , Zaragoza , Spain
| | - María José Rabanaque
- a Department of Preventive Medicine and Public Health , University of Zaragoza , Zaragoza , Spain
- b Fundación Instituto de Investigación Sanitaria de Aragón (IIS Aragón) , Zaragoza , Spain
| | - Javier Armesto
- d Pharmacy Service, Aragones Health Service , Zaragoza , Spain
| | - Enrica Menditto
- e Center of Pharmacoeconomics (CIRFF), University of Naples Federico II , Naples , Italy
| |
Collapse
|
49
|
Rea F, Bonassi S, Vitale C, Trifirò G, Cascini S, Roberto G, Chinellato A, Lucenteforte E, Mugelli A, Corrao G. Exposure to statins is associated to fracture risk reduction in elderly people with cardiovascular disease: evidence from the AIFA-I-GrADE observational project. Pharmacoepidemiol Drug Saf 2017; 26:775-784. [PMID: 28370905 DOI: 10.1002/pds.4206] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 03/07/2017] [Accepted: 03/12/2017] [Indexed: 11/10/2022]
Abstract
PURPOSE Conflicting findings were observed from clinical trials and observational studies evaluating the association between the use of statins and the risk of fracture. A case-control study nested into a cohort of elderly patients on treatment with statins for cardiovascular secondary prevention was performed on this issue. METHODS The cohort was formed by 13 875 individuals aged ≥65 years from several Italian health units receiving statins after hospital discharge for cardiovascular outcomes. From this cohort, 964 patients who experienced fracture were identified (i.e., cases). Up to five controls were randomly selected for each case from the underlying cohort. Conditional logistic regression was used to model the risk of fracture associated with adherence to statins, which was measured from the proportion of days covered (PDC) by treatment. A set of sensitivity analyses was performed in order to account for sources of systematic uncertainty. RESULTS Compared with patients with low adherence (PDC ≤ 40%), those on intermediate (PDC 41-80%) and high (PDC > 80%) adherence exhibited a risk reduction of 21% (95% confidence interval 6% to 23%) and 25% (7% to 40%). Similar effects were observed among patients younger and older than 80 years, as well as among men, while there was no evidence that adherence to statins affected the risk of fracture among women. Sensitivity analyses revealed that the associations were consistent and robust. CONCLUSIONS Use of statins for secondary cardiovascular prevention is associated with fracture risk reduction in elderly people. Further studies are required to better clarify the statin-fracture association in postmenopausal women. Copyright © 2017 John Wiley & Sons, Ltd.
Collapse
Affiliation(s)
- Federico Rea
- Laboratory of Healthcare Research & Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | - Stefano Bonassi
- Department of Human Sciences and Quality of Life Promotion, San Raffaele University, Rome, Italy.,Unit of Clinical and Molecular Epidemiology, IRCCS San Raffaele Pisana, Rome, Italy
| | - Cristiana Vitale
- Department of Medical Sciences, IRCCS San Raffaele Pisana, Rome, Italy
| | - Gianluca Trifirò
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Silvia Cascini
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | - Giuseppe Roberto
- Epidemiology Unit, Regional Agency for Healthcare Services of Tuscany, Florence, Italy
| | | | - Ersilia Lucenteforte
- Department of Neurosciences, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Alessandro Mugelli
- Department of Neurosciences, Psychology, Drug Research and Children's Health, University of Florence, Florence, Italy
| | - Giovanni Corrao
- Laboratory of Healthcare Research & Pharmacoepidemiology, Unit of Biostatistics, Epidemiology and Public Health, Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy
| | | |
Collapse
|
50
|
Sperber CM, Samarasinghe SR, Lomax GP. An upper and lower bound of the Medication Possession Ratio. Patient Prefer Adherence 2017; 11:1469-1478. [PMID: 28919719 PMCID: PMC5590759 DOI: 10.2147/ppa.s136890] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND The Medication Possession Ratio (MPR) is a ubiquitous and central measurement for adherence in the health care industry. However, attempts to standardize its calculation have failed, possibly due to the opacity of a single, static MPR, incapability of directly lending itself to a variety of studies, and challenges of comparing the value across studies. This work shows that the MPR strictly depends on the length of the time interval over which it is measured as well as on the dominant dispense quantity for short time intervals. Furthermore, removing a proportion of the patient cohort based on the number of acquisitions may also have a severe impact on the MPR. Therefore, it is suggested that the MPR is represented as a trend over a range of time intervals. To this end, an upper and lower bound of the MPR trend is developed with an upper bound acknowledging patients who change their treatment and the lower bound acknowledging patients who discontinue their treatment. PURPOSE Introducing a representation of the MPR value as a trend rather than a static number by developing a quantitative description of an upper and lower bound of the MPR trend, while shedding light on the impacts on prefiltering the patient cohort. PATIENTS AND METHODS Anonymized patient-level data was utilized as an example for a suggested calculation of an upper and lower bound of the MPR. RESULTS Representation of the MPR for a predefined time interval precludes a reliable MPR assessment. A quantitative approach is suggested to generate an upper and lower trend of the MPR while emphasizing the impact on removing patients with a limited number of acquisitions. CONCLUSION An upper and lower trend makes the MPR more transparent and allows a better comparison across different studies. Removing patients with a limited number of acquisitions should be avoided.
Collapse
Affiliation(s)
- Christian M Sperber
- Patient Connect Limited, Guildford, UK
- Correspondence: Christian M Sperber; Suren R Samarasinghe, Patient Connect Limited, One London Square, Guildford, GU1 1NU, UK, Tel +44 1483 419 381, Fax +44 1483 546 498, Email ;
| | - Suren R Samarasinghe
- Patient Connect Limited, Guildford, UK
- Correspondence: Christian M Sperber; Suren R Samarasinghe, Patient Connect Limited, One London Square, Guildford, GU1 1NU, UK, Tel +44 1483 419 381, Fax +44 1483 546 498, Email ;
| | | |
Collapse
|