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Terra M, Badr A, Baklola M, Hegazy I, Elmanzlawey M, Elrakhawy I, Muhammed A. Prevalence of adherence and its impact on quality of life in oral anticoagulant users in Egypt: A cross-sectional study from two Egyptian university hospitals. BMC Cardiovasc Disord 2025; 25:88. [PMID: 39922992 PMCID: PMC11806678 DOI: 10.1186/s12872-024-04341-9] [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: 07/29/2024] [Accepted: 11/13/2024] [Indexed: 02/10/2025] Open
Abstract
BACKGROUND Oral anticoagulant therapy (OAT) is critical for managing thromboembolic disorders, but adherence challenges significantly impact its effectiveness and patients' quality of life (QoL). This study explores the predictors of adherence and their effects on QoL among OAT users in Egypt. METHODS This multi-center cross-sectional descriptive study with an analytical component was conducted at Mansoura University Hospital and Ain Shams University Hospital. Participants were adults over 18 years old, on OAT for at least one month, who provided informed consent. Convenience sampling was used to recruit 212 participants. Data were collected using a survey that included socio-demographic details, the Arabic Version of the Adherence to Refills and Medications Scale (ARMS), and the WHOQOL-BREF questionnaire. Statistical analyses included descriptive statistics, chi-square tests, Student's t-tests, and multivariate logistic regression. RESULTS The study included 212 participants, with an average age of 55 years, 57% female and 43% male. Among the participants, 25.5% were adherent to their anticoagulant regimen, while 74.5% were non-adherent. Adherence was significantly higher among NOAC users (44.4%) compared to warfarin users (19.0%). Key predictors of adherence included the use of NOACs (OR = 2.7), residency in rural areas (OR = 2.4), and having first-degree relatives in medical specialties (OR = 2.4). Quality of life scores were significantly higher for NOAC users in psychological, social, and environmental domains compared to warfarin users. The overall QoL score was also higher in NOAC users. Poorer adherence was associated with lower scores in these QoL domains. CONCLUSIONS Our study indicates that NOACs enhance adherence and quality of life relative to VKAs. Key adherence predictors include NOAC use, rural residency, and having relatives in medical professions. Educational level, initially significant, did not persist as a predictor in multivariate analysis. Targeted strategies are needed to improve adherence and patient outcomes.
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Affiliation(s)
- Mohamed Terra
- Faculty of Medicine, Mansoura University, Mansoura, Egypt.
| | - Amro Badr
- Cardiovascular Department, Mayo Clinic, Phoenix, AZ, USA
- Faculty of Medicine, Benha University, Benha, Egypt
| | | | | | | | - Islam Elrakhawy
- Cardiology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Ahmed Muhammed
- Cardiology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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Alfadda AA, Youssef AM, Al-Sofiani ME, Amin HS, AlOtaibi O, Mohamed N, Algohani HA, Isnani A, Rafiullah M. Medication Adherence and Treatment Satisfaction With Lipid-Lowering Drugs Among Patients With Diabetes and Dyslipidemia. Ann Pharmacother 2025; 59:105-116. [PMID: 39054790 DOI: 10.1177/10600280241262513] [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: 07/27/2024] Open
Abstract
BACKGROUND Poor adherence to lipid-lowering drugs in diabetic patients with dyslipidemia increases has been linked with an increased cardiovascular risk. A better understanding of the determinants of adherence to lipid-lowering drugs and treatment satisfaction among people with diabetes and dyslipidemia is crucial. OBJECTIVE We aimed to assess the prevalence of adherence to lipid-lowering drugs, identify its determinant factors, and evaluate treatment satisfaction among users of lipid-lowering drugs who have diabetes and dyslipidemia. METHODS We surveyed 398 adult patients with diabetes and dyslipidemia, using a validated medication adherence survey (Adherence to Refills and Medications Scale) and a validated treatment satisfaction survey (Treatment Satisfaction Questionnaire for Medication, TSQM). Sociodemographic and medical history data were collected through questionnaires. RESULTS The prevalence of poor medication adherence was 36%. Factors associated with poor adherence included adverse reactions to medications, lack of medication availability, and lack of family support. Adherent patients reported lower low-density lipoprotein-cholesterol (LDL-C) and total cholesterol levels, higher treatment satisfaction, and a higher prevalence of cardiovascular disease and comorbidities. Having a family history of dyslipidemia was negatively associated with adherence, while the number of comorbidities positively influenced it. The scores of TSQM components such as effectiveness, global satisfaction, and convenience were significantly higher in people who were adherent or achieved the LDL-C target. CONCLUSION AND RELEVANCE Our findings highlight the need for interventions targeting several factors impacting adherence to lipid-lowering drugs in patients with diabetes and dyslipidemia. Managing adverse effects, leveraging family support, and ensuring medication access represent crucial aspects of improving adherence and potentially mitigating cardiovascular risks in this high-risk population.
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Affiliation(s)
- Assim A Alfadda
- Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Obesity Research Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Amira M Youssef
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Mohammed E Al-Sofiani
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Division of Endocrinology, Department of Internal Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Hussein Saad Amin
- Department of Family and Community Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Obeed AlOtaibi
- University Diabetes Center, King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Nourhan Mohamed
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Hossam Ayed Algohani
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Arthur Isnani
- Obesity Research Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Mohamed Rafiullah
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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Al-Hazmi AH, Alanazi ADM, Thirunavukkarasu A, Alriwely NS, Alrais MMF, Alruwaili ABS, Alnosairi MS, Alsirhani AI. Evaluation of hypertension knowledge and its association with medication adherence among hypertensive patients attending primary health centers: a cross-sectional study from eastern Saudi Arabia. Front Public Health 2025; 12:1378561. [PMID: 39872100 PMCID: PMC11770004 DOI: 10.3389/fpubh.2024.1378561] [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: 01/29/2024] [Accepted: 12/30/2024] [Indexed: 01/29/2025] Open
Abstract
Background and aim The global healthcare system acknowledged the crucial role of disease knowledge in health outcomes and improving quality of life among patients with chronic disease. A lack of adequate knowledge and understanding of hypertension, its symptoms, and available treatments can lead to poor treatment outcomes. The present study aimed to determine the level of hypertension knowledge and associated factors among hypertensive patients. Furthermore, we evaluated the correlation between levels of knowledge and medication adherence among them. Methods The present study was carried out among 406 hypertensive patients attending different primary health centers in Hafr Al Batin, Saudi Arabia. Participants' hypertension-related knowledge was evaluated using the validated hypertension knowledge-level scale, and adherence practice was evaluated using the medication adherence and refill scale. We categorized the knowledge score into low, medium, and high, according to Bloom's criteria. We applied Spearman's correlation test to find the strength and direction of the correlation between hypertension-related knowledge and medication adherence. Furthermore, we used binomial logistic regression analysis to find the associated factors of the low hypertension-related knowledge among the patients. Results Of the studied patients, only 10.3% demonstrated a high level of knowledge, and the highest knowledge levels were observed in the domains of complications (x ¯ = 4.39, standard deviation [SD] = 1.20) and lifestyle (x ¯ = 3.13, SD = 0.69), while knowledge about drug compliance (x ¯ = 0.62, SD = 0.98) was the lowest. A statistically significant positive correlation was observed between knowledge and adherence regarding hypertension (rho = 0.268, p = 0.001) among study participants. We observed that marital status (p = 0.032), income (p = 0.042), and absence of chronic diseases (p = 0.001) are associated factors for low hypertension-related knowledge. Conclusion The study findings highlight a moderate level of knowledge about hypertension among patients, with significant gaps in drug compliance understanding. The positive correlation between knowledge and medication adherence underscores the need for better hypertension education at primary health centers. Furthermore, it is recommended that future prospective studies be conducted within various cultural contexts.
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Affiliation(s)
- Ahmad Homoud Al-Hazmi
- Department of Family and Community Medicine, College of Medicine Jouf University, Sakaka, Saudi Arabia
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Alhawari H, Albdour Z, Alshelleh S, Musleh J, Qouzah T, Qudisat T, Al‐Sukhon D, Albdour K. Gender Differences in Blood Pressure Control Among Hypertensive Patients: A Cross-Sectional Study at a Tertiary Hospital. J Clin Hypertens (Greenwich) 2025; 27:e14975. [PMID: 39823136 PMCID: PMC11771800 DOI: 10.1111/jch.14975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2024] [Revised: 11/29/2024] [Accepted: 12/26/2024] [Indexed: 01/19/2025]
Abstract
Our study aims to assess gender differences in blood pressure (BP) control among hypertensive patients in Jordan and identify factors influencing these differences. We conducted a cross-sectional study at Jordan University Hospital (JUH), collecting data from 601 hypertensive patients following up in JUH clinics. Patients were eligible if they were >18 years old, diagnosed with hypertension, taking anti-hypertensive medication for at least 6 months, and had no chronic kidney disease. BP control was defined as systolic BP <140 mmHg and diastolic BP <90 mmHg. Poor BP control was observed in 59.1% of females and 62.7% of males. Females demonstrated better BP control, even though they had lower incomes, lower education levels, and higher BMIs compared to males. Among females, good medication adherence (p = 0.042) was linked to improved control, while stress and a history of preeclampsia were negatively associated (p = 0.01 and p = 0.030, respectively). Among males, concurrent systemic medication use (p = 0.025) was a positive predictor of BP control, whereas smoking negatively impacted BP control (p = 0.019). Home BP monitoring was common but did not improve control in either gender. In conclusion, females showed better outcomes in BP management, largely due to treatment adherence. A history of preeclampsia and high stress was linked to poorer control in females. Both genders were aware of normal BP levels, but females were more preemptive in maintaining control. To improve hypertension care, we should consider these differences when treating patients.
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Affiliation(s)
- Hussein Alhawari
- Department of Internal MedicineFaculty of MedicineUniversity of JordanAmmanJordan
| | - Zain Albdour
- Faculty of MedicineUniversity of JordanAmmanJordan
| | - Sameeha Alshelleh
- Department of Internal MedicineFaculty of MedicineUniversity of JordanAmmanJordan
| | - Joud Musleh
- Faculty of MedicineUniversity of JordanAmmanJordan
| | - Tala Qouzah
- Faculty of MedicineUniversity of JordanAmmanJordan
| | - Tala Qudisat
- Faculty of MedicineUniversity of JordanAmmanJordan
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Huang YM, Wang T, Yang YM, Chang YH, Chan HY, Lin HW. Medication refills do not guarantee medication intake: translation and validation of the Adherence to Refills and Medications Scale in Traditional Chinese among individuals with type 2 diabetes in Taiwan. Postgrad Med 2024:1-11. [PMID: 39688522 DOI: 10.1080/00325481.2024.2444258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 11/28/2024] [Accepted: 12/16/2024] [Indexed: 12/18/2024]
Abstract
OBJECTIVE This study aimed to translate and validate the Adherence to Refills and Medications Scale into Traditional Chinese (ChARMS-T) and to investigate common barriers to medication adherence among patients with type 2 diabetes (T2D) in Taiwan. METHODS The ChARMS-T was developed through translation and application phases. During the translation phase, the scale underwent forward translation, backward translation, and cognitive debriefing. In the application phase, the finalized ChARMS-T was administered to patients with T2D at five Taiwan community pharmacies over eleven months starting in June 2023. Psychometric properties were assessed using criterion validity, construct validity through confirmatory factor analysis, and reliability through McDonald's omega. RESULTS A total of 343 participants completed surveys. Factor analysis of the 12-item ChARMS-T revealed two dimensions: medication-taking (8 items) and medication refill (4 items). The instrument demonstrated acceptable internal consistency, with McDonald's omega scores of 0.841 for medication-taking and 0.647 for medication refill. The medication refill subscale showed strong agreement with the objective refill measure, proportion of days covered, with a coefficient of 0.84, suggesting that these measures evaluate similar constructs. Evidence of known-groups validity was demonstrated by a significant difference between ChARMS-T scores and glycemic control (p = 0.047). Patients with good glycemic control had a significantly higher adherence rate to both refills and medication-taking compared to those with poor glycemic control. The most frequently reported barriers to medication-taking were carelessness (55.7%), forgetfulness (54.8%), and frequent dosing intervals (43.1%). For medication refills, 9.6% of the participants identified a lack of planning as the main reason for not refilling their diabetes medications on time, followed by forgetfulness (7.6%). CONCLUSIONS The ChARMS-T identified a broader range of non-adherence reasons and demonstrated good psychometric properties. It can be integrated into practice settings for screening and follow-up to enhance medication adherence through effective communication between healthcare professionals and patients, ultimately improving long-term patient health outcomes.
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Affiliation(s)
- Yen-Ming Huang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan
- Department of Pharmacy, National Taiwan University Hospital, Taipei City, Taiwan
| | - Tzu Wang
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Yu-Meng Yang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Yung-Hsuan Chang
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Hsun-Yu Chan
- Department of Industrial Education, National Taiwan Normal University, Taipei City, Taiwan
| | - Hsiang-Wen Lin
- School of Pharmacy and Graduate Institute, College of Pharmacy, China Medical University, Taichung City, Taiwan
- Department of Pharmacy, China Medical University Hospital, Taichung City, Taiwan
- Department of Pharmacy System, Outcomes and Policy, College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA
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ALruwaili BF. Evaluation of Hypertension-Related Knowledge, Medication Adherence, and Associated Factors Among Hypertensive Patients in the Aljouf Region, Saudi Arabia: A Cross-Sectional Study. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1822. [PMID: 39597007 PMCID: PMC11596216 DOI: 10.3390/medicina60111822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 10/31/2024] [Accepted: 11/05/2024] [Indexed: 11/29/2024]
Abstract
Background and Objectives: Hypertensive patients' knowledge and adherence to prescribed medicines are critical in managing their condition, as poor adherence may lead to adverse cardiac and cerebrovascular events. The present study assessed hypertension-related knowledge and medication adherence among hypertensive patients attending primary health centers (PHCs) in the Aljouf Province, Saudi Arabia. Materials and Methods: Using a cross-sectional design, we conducted this survey on 390 patients. Self-reported hypertension knowledge was assessed using the Hypertension Knowledge Level Scale (HK-LS), and medication adherence was determined using the Hill-Bone Medication Adherence Scale. We used binomial regression analysis (adjusted with other variables) to find the associated factors of medication adherence. Results: This study found that nearly half (49.2%) of the participants had inadequate knowledge, and poor medication adherence was noted in 40.8% of the participants. We found a positive correlation between HK-LS and the Hill-Bone Medication Adherence Scale scores (Spearman's rho = 0.312, p = 0.002). Medication adherence was significantly associated with job status (private sector (ref: public sector, adjusted odds ratio [AOR] = 2.02, 95% CI = 1.18-3.62, p = 0.005)), living in an urban region (ref: rural, AOR = 3.61, 95% CI = 1.85-5.72, p = 0.002), and duration since diagnosis of more than 5 years (ref: ≤1 year, AOR = 3.53, 95% CI = 2.36-4.95, p = 0.001). Conclusions: The present study findings indicate that there is still a critical gap in managing hypertension at the PHCs in this region, and this may lead to poor health outcomes among the patients and burden the healthcare system. Hence, continuous patient education and targeted counseling are recommended for those with poor medication adherence.
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Affiliation(s)
- Bashayer Farhan ALruwaili
- Department of Family and Community Medicine, College of Medicine, Jouf University, Sakaka 72388, Saudi Arabia
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Hidayati IR, Amalia L, Setiawan M, Padmasawitri TIA, Rokhman MR. Psychometric Measurements of the Adherence to Refills and Medication Scales Among Patients With HIV/AIDS in Indonesia. Value Health Reg Issues 2024; 44:101027. [PMID: 39146691 DOI: 10.1016/j.vhri.2024.101027] [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: 12/28/2023] [Revised: 05/21/2024] [Accepted: 06/20/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVE This study aimed to conduct a psychometric evaluation of the Adherence to Refills and Medications Scale (ARMS) among patients with HIV/AIDS in Indonesia. METHODS Psychometric analysis was conducted at 2 hospitals and 7 public health centers at the voluntary counseling and testing clinic. Content validity was measured by assessing the relevance and clarity of each ARMS item. Construct validity was also assessed. Reliability was evaluated using internal consistency and test-retest reliability. RESULTS This study involved 11 experts in the assessment of the content validity and 240 participants in the estimation of the construct validity. All ARMS items were generally considered easy to understand and relevant, with scale-level content validity index based on the average method (S-CVI/Ave) of 0.9 (>0.78) and item-level content validity index (I-CVI) in the range from 0.5 to 1 for the relevance level and S-CVI/Ave of 0.95 (>0.78) and I-CVI in the range from 0.8 to 1 for the clarity level. Two items (numbers 2 and 3) were revised based on experts' suggestions to enhance comprehension. Confirmatory factor analysis supported 2 subscales: adherence to taking medications and adherence to refilling prescriptions. Good reliability was supported by internal consistency (Cronbach's α 0.793) and test-retest reliability (intraclass correlation coefficient 0.722) for the overall adherence score. CONCLUSIONS The Indonesian version of ARMS is a valid and reliable medication adherence scale when used in Indonesian patients with HIV/AIDS.
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Affiliation(s)
- Ika Ratna Hidayati
- School of Pharmacy, Institut Teknologi Bandung, Bandung, Indonesia; Pharmacy Department, Faculty of Health Science, Universitas Muhammadiyah Malang, Malang, Indonesia
| | - Lia Amalia
- School of Pharmacy, Institut Teknologi Bandung, Bandung, Indonesia.
| | - Meddy Setiawan
- Faculty of Medicine, Universitas Muhammadiyah Malang, Malang, Indonesia
| | | | - M Rifqi Rokhman
- Department of Global, University of Groningen, Groningen, The Netherlands; Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta, Indonesia
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Schulz M, Day RO, Coleshill MJ, Briggs NE, Aung E. Psychometric evaluation of the Adherence to Refills and Medications Scale (ARMS) in Australians living with gout. Clin Rheumatol 2024; 43:2943-2954. [PMID: 39008222 PMCID: PMC11330394 DOI: 10.1007/s10067-024-07050-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/29/2024] [Accepted: 06/26/2024] [Indexed: 07/16/2024]
Abstract
This study aimed to examine psychometric properties of the Adherence to Refills and Medications Scale (ARMS) in people with gout. We conducted exploratory factor analysis (EFA) and tested internal consistency (ordinal and Cronbach's alpha coefficients) and agreement (intraclass correlation coefficient (2,1)) in ARMS scores across three timepoints (baseline, 6, and 12 months) in 487 people with gout. The Kruskal-Wallis test, Spearman's rank, Kendall's tau-b correlations, and logistic regression were used to examine the criterion-related validity of the ARMS and factors associated with the ARMS. EFA suggested a one-factor structure, explaining 43.2% of total variance. High internal consistency (ordinal alpha = 0.902 at baseline) and moderate agreement in ARMS scores over time (ICCs > 0.5; p < 0.001) were observed. Lower ARMS scores (indicating better adherence) predicted achieving target serum urate (OR, 0.89; 95% CI, 0.83-0.95; p < 0.001), but not urate-lowering therapy (ULT) adherence (Proportion of Days Covered (PDC) ≥ 80%) (OR, 0.93; 95% CI, 0.81-1.05; p = 0.261). Negative correlations between ARMS and PDC were not statistically significant (Kendall's tau-b, r = - 0.126, p = 0.078; Spearman's rho = - 0.173, p < 0.073). Differences in median ARMS scores (IQR) of 16 (14-20), 13 (12-15), and 17.5 (15-21) in three groups of participants who reported (1) not taking ULT, (2) taking ULT and adherent, and (3) taking ULT but not adherent, respectively, were statistically significant (p < 0.001). Age was the only patient factor independently associated with optimal adherence (ARMS score = 12) (OR, 1.91; 95% CI, 1.50-2.43; p < 0.001). The ARMS is a reliable and valid measure of medication adherence behaviours in people with gout, justifying its use in gout medication adherence research.
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Affiliation(s)
- Marcel Schulz
- St Vincent's Clinical Campus, School of Clinical Medicine, UNSW, Sydney, NSW, Australia
| | - Richard O Day
- St Vincent's Clinical Campus, School of Clinical Medicine, UNSW, Sydney, NSW, Australia.
- Department of Clinical Pharmacology & Toxicology, St Vincent's Hospital Sydney, Victoria Street, Darlinghurst, NSW, 2010, Australia.
| | - Matthew J Coleshill
- St Vincent's Clinical Campus, School of Clinical Medicine, UNSW, Sydney, NSW, Australia
- Department of Clinical Pharmacology & Toxicology, St Vincent's Hospital Sydney, Victoria Street, Darlinghurst, NSW, 2010, Australia
- Black Dog Institute, Sydney, NSW, Australia
| | - Nancy E Briggs
- Stats Central, Mark Wainwright Analytical Centre, UNSW, Sydney, Australia
| | - Eindra Aung
- St Vincent's Clinical Campus, School of Clinical Medicine, UNSW, Sydney, NSW, Australia
- Northern Sydney Local Health District, NSW Health, Sydney, NSW, Australia
- Kolling Institute, Pain Management Research Institute, The University of Sydney, Sydney, NSW, Australia
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Palandri F, Auteri G, Abruzzese E, Caocci G, Bonifacio M, Mendicino F, Latagliata R, Iurlo A, Branzanti F, Garibaldi B, Trawinska MM, Cattaneo D, Krampera M, Mulas O, Martino EA, Cavo M, Vianelli N, Impera S, Efficace F, Heidel F, Breccia M, Elli EM, Palumbo GA. Ruxolitinib Adherence in Myelofibrosis and Polycythemia Vera: the "RAMP" Italian multicenter prospective study. Ann Hematol 2024; 103:1931-1940. [PMID: 38478023 PMCID: PMC11090921 DOI: 10.1007/s00277-024-05704-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/09/2024] [Indexed: 05/14/2024]
Abstract
Ruxolitinib is beneficial in patients with myelofibrosis (MF) and polycythemia vera (PV). Information on ruxolitinib adherence is scant. The Ruxolitinib Adherence in Myelofibrosis and Polycythemia Vera (RAMP) prospective multicenter study (NCT06078319) included 189 ruxolitinib-treated patients. Patients completed the Adherence to Refills and Medications Scale (ARMS) and Distress Thermometer and Problem List (DTPL) at the earliest convenience, after registration in the study, and at later timepoints. At week-0, low adherence (ARMS > 14) and high distress (DT ≥ 4) were declared by 49.7% and 40.2% of patients, respectively. The main reason for low adherence was difficult ruxolitinib supply (49%), intentional (4.3%) and unintentional (46.7%) non-take. In multivariable regression analysis, low adherence was associated to male sex (p = 0.001), high distress (p < 0.001), and treatment duration ≥ 1 year (p = 0.03). Over time, rates of low adherence and high distress remained stable, but unintentional non-take decreased from 47.9% to 26.0% at week-48. MF patients with stable high adherence/low distress were more likely to obtain/maintain the spleen response at week-24. Low adherence to ruxolitinib represents an unmet clinical need that require a multifaceted approach, based on reason behind it (patients characteristics and treatment duration). Its recognition may help distinguishing patients who are truly refractory and those in need of therapy optimization.
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Affiliation(s)
- F Palandri
- IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Istituto Di Ematologia "Seràgnoli", Bologna, Italy.
| | - G Auteri
- IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Istituto Di Ematologia "Seràgnoli", Bologna, Italy
- Dipartimento Di Medicina Specialistica, Diagnostica E Sperimentale, Università Di Bologna, Bologna, Italy
| | - E Abruzzese
- Hematology, S.Eugenio Hospital, Tor Vergata University, ASL Roma2, Rome, Italy
| | - G Caocci
- Hematology Unit, Department of Medical Sciences, University of Cagliari, Cagliari, Italy
| | - M Bonifacio
- Hematology and Bone Marrow Transplant Unit, Section of Biomedicine of Innovation, Department of Engineering for Innovative Medicine, University of Verona, Verona, Italy
| | - F Mendicino
- U.O.C. Di Ematologia, Department of Hemato-Oncology, Azienda Ospedaliera Annunziata, Cosenza, Italy
| | - R Latagliata
- Hematology Unit, Ospedale Belcolle, Viterbo, Italy
| | - A Iurlo
- Hematology Division, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - F Branzanti
- Dipartimento Di Medicina Specialistica, Diagnostica E Sperimentale, Università Di Bologna, Bologna, Italy
| | - B Garibaldi
- Postgraduate School of Hematology, University of Catania, Catania, Italy
| | - M M Trawinska
- Hematology, S.Eugenio Hospital, Tor Vergata University, ASL Roma2, Rome, Italy
| | - D Cattaneo
- Hematology Division, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - M Krampera
- Hematology and Bone Marrow Transplant Unit, Section of Biomedicine of Innovation, Department of Engineering for Innovative Medicine, University of Verona, Verona, Italy
| | - O Mulas
- Hematology Unit, Department of Medical Sciences, University of Cagliari, Cagliari, Italy
| | - E A Martino
- U.O.C. Di Ematologia, Department of Hemato-Oncology, Azienda Ospedaliera Annunziata, Cosenza, Italy
| | - M Cavo
- IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Istituto Di Ematologia "Seràgnoli", Bologna, Italy
- Dipartimento Di Medicina Specialistica, Diagnostica E Sperimentale, Università Di Bologna, Bologna, Italy
| | - N Vianelli
- IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Istituto Di Ematologia "Seràgnoli", Bologna, Italy
| | - S Impera
- Department of Hematology, ARNAS Garibaldi, Catania, Italy
| | - F Efficace
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy
| | - F Heidel
- Hematology, Hemostasis, Oncology and Stem Cell Transplantation, Hannover Medical School (MHH), Hannover, Germany
| | - M Breccia
- Division of Cellular Biotechnologies and Hematology, University Sapienza, Rome, Italy
| | - E M Elli
- Divisione di Ematologia e Unità Trapianto di Midollo, Fondazione IRCCS San Gerardo Dei Tintori, Monza, Italy
| | - G A Palumbo
- Dipartimento di Scienze Mediche, Chirurgiche e Tecnologie Avanzate "G.F. Ingrassia", Università Di Catania, Catania, Italy
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10
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Sales I, AlRuthia Y. Arabic translation and cultural adaptation of Hill-Bone compliance to high blood pressure therapy scale. Saudi Pharm J 2024; 32:102053. [PMID: 38590609 PMCID: PMC10999866 DOI: 10.1016/j.jsps.2024.102053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/26/2024] [Indexed: 04/10/2024] Open
Abstract
Background Adherence to prescription medications is vital to the success of any treatment plan, especially for chronic health conditions, such as hypertension (HTN). Although there are different scales used in assessing adherence to prescription medications, most if not all, of those scales are not available in Arabic. The absence of essential assessment tools makes the appraisal of adherence to prescription medications very difficult for native Arabic speakers. Therefore, this study aimed to translate and validate the Hill-Bone Compliance to High Blood Pressure Therapy (CHBPT) scale, which is commonly used to assess adherence to antihypertensive medications, among a sample of Arabic-speaking patients with HTN. Methods This was a single-center cross-sectional study that took place at a university-affiliated hospital. It interviewed adult (≥18 years) patients with HTN who were visiting the primary care clinics between January and November 2020. Non-Arabic speakers, those under 18 years of age, individuals without a diagnosis of HTN, and patients without any previously filled prescription medications for HTN within the past three months were excluded. The forward-backward translation method was used after receiving permission from the originators of the questionnaire to translate their scale to Arabic. Test-retest and Cronbach alpha methods were used to assess the reliability. Principal component analysis with varimax rotation was used to examine the construct validity. Results One hundred and forty-one patients consented and participated in the study. Most of the patients were ≥ 50 years old (75 %), male (72 %), and had another chronic health condition besides HTN (99 %). The translated scale had good internal consistency (Cronbach alpha = 0.83) and reliability (intraclass correlation coefficient of 0.9). The Kaiser-Meyer-Oklin was 0.82 indicating adequate sampling to conduct factor analysis; hence, three factors (e.g., subscales) were extracted similar to the original scale. The mean scores for appointment keeping, medication taking, and reducing sodium intake subscales, as well as for the overall scale were 5.62 ± 1.39, 33.94 ± 3.87, 9.73 ± 2.1, and 49.29 ± 5.21, respectively. Conclusion The translated version of the Hill-Bone CHBPT scale has both good reliability and validity and will hopefully help healthcare providers assess and monitor HTN patients' adherence to their antihypertensive medication regimens. Multicenter studies should be conducted to verify the validity and reliability of the translated questionnaire among different Arabic-speaking patient populations with HTN.
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Affiliation(s)
- Ibrahim Sales
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
| | - Yazed AlRuthia
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
- Pharmacoeconomics Research Unit, Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
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11
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Kim JH, Lee Y, Kim DY, Kim S, Seo SS, Kang S, Park SY, Lim MC. Adherence of PARP inhibitor for frontline maintenance therapy in primary epithelial ovarian cancer: a cross-sectional survey. J Gynecol Oncol 2024; 35:e3. [PMID: 37681357 PMCID: PMC10792206 DOI: 10.3802/jgo.2024.35.e3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/22/2023] [Accepted: 08/13/2023] [Indexed: 09/09/2023] Open
Abstract
OBJECTIVE To identify the adherence rate to poly (ADP-ribose) polymerase (PARP) inhibitors and identify factors contributing to the deterioration of adherence at our institution. METHODS The adherence rate to PARP inhibitors was calculated using self-reported Adherence to Refills and Medications Scale questionnaires from a cross-sectional survey. Multivariable logistic regression analysis was performed to identify the factors that affected adherence. RESULTS Of the 131 respondents, 32 (24.4%) showed non-adherence to PARP inhibitors. In the multivariable logistic regression analysis, unemployed or retired status (odds ratio [OR]=4.878; 95% confidence interval [CI]=1.528-15.572; p=0.008), patients receiving niraparib (OR=3.387; 95% CI=1.283-8.940; p=0.014), and a lower score on the quality-of-life assessment (EORTC-QLQ-OV28), which reflects a better quality of life (QOC) with a lower symptom burden (OR=1.056; 95% CI=1.027-1.086; p<0.001) were associated with high adherence to PARP inhibitors. CONCLUSION Approximately one-fourth of patients with ovarian cancer are non-adherent to PARP inhibitors as maintenance treatment for newly diagnosed advanced ovarian cancer. The occupational status, type of PARP inhibitor, and QOC may affect adherence to PARP inhibitors.
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Affiliation(s)
- Ji Hyun Kim
- Center for Gynecologic Cancer, National Cancer Center, Goyang, Korea
| | - Yumi Lee
- Department of Nursing, Pukyong National University, Busan, Korea
| | - Da-Young Kim
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea
| | - Sinae Kim
- Biostatistics Collaboration Team, Research Core Center, National Cancer Center, Goyang, Korea
| | - Sang-Soo Seo
- Center for Gynecologic Cancer, National Cancer Center, Goyang, Korea
| | - Sokbom Kang
- Center for Gynecologic Cancer, National Cancer Center, Goyang, Korea
| | - Sang-Yoon Park
- Center for Gynecologic Cancer, National Cancer Center, Goyang, Korea
| | - Myong Cheol Lim
- Center for Gynecologic Cancer, National Cancer Center, Goyang, Korea
- Rare & Pediatric Cancer Branch and Immuno-oncology Branch, Division of Rare and Refractory Cancer, Research Institute, National Cancer Center, Goyang, Korea
- Center for Clinical Trial, Hospital, National Cancer Center, Goyang, Korea.
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12
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Oliveira HC, Hayashi D, Carvalho SDL, Barros RDCLD, Neves MLDS, Andrechuk CRS, Alexandre NMC, Ribeiro PAB, Rodrigues RCM. Quality of measurement properties of medication adherence instruments in cardiovascular diseases and type 2 diabetes mellitus: a systematic review and meta-analysis. Syst Rev 2023; 12:222. [PMID: 37993931 PMCID: PMC10664314 DOI: 10.1186/s13643-023-02340-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 08/29/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Medication adherence has a major impact on reducing mortality and healthcare costs related to the treatment of cardiovascular diseases and diabetes mellitus. Selecting the best patient-reported outcome measure (PROM) among the many available for this kind of patient is extremely important. This study aims to critically assess, compare and synthesize the quality of the measurement properties of patient-reported outcome measures to assess medication adherence among patients with cardiovascular diseases and/or type 2 diabetes mellitus. METHODS This review followed the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN) guidelines and was reported according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA). The searches were performed in Web of Science, SCOPUS, PubMed, CINAHL, EMBASE, LILACS, PsycINFO, and ProQuest (gray literature). RESULTS A total of 110 records encompassing 27 different PROMs were included in the review. The included records were published between 1986 and 2023, most of which reported studies conducted in the United States and were published in English. None of the PROMs were classified in the category "a", thus being recommended for use due to the quality of its measurement properties. The PROMs that should not be recommended for use (category "c") are the MTA, GMAS, DMAS-7, MALMAS, ARMS-D, and 5-item questionnaire. The remaining PROMs, e.g., MMAS-8, SMAQ, MEDS, MNPS, ARMS-12, MGT, MTA-OA, MTA-Insulin, LMAS-14, MARS-5, A-14, ARMS-10, IADMAS, MAQ, MMAS-5, ProMAS, ARMS-7, 3-item questionnaire, AS, 12-item questionnaire, and Mascard were considered as having the potential to be recommended for use (category "b"). CONCLUSION None of the included PROMs met the criteria for being classified as trusted and recommended for use for patients with cardiovascular diseases and/or type 2 diabetes mellitus. However, 21 PROMs have the potential to be recommended for use, but further studies are needed to ensure their quality based on the COSMIN guideline for systematic reviews of PROMs. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42019129109.
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Affiliation(s)
- Henrique Ceretta Oliveira
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil.
| | - Daisuke Hayashi
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
| | - Samantha Dalbosco Lins Carvalho
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
| | - Rita de Cássia Lopes de Barros
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
| | - Mayza Luzia Dos Santos Neves
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
| | - Carla Renata Silva Andrechuk
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
| | - Neusa Maria Costa Alexandre
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
| | - Paula Aver Bretanha Ribeiro
- Research Centre of the Montreal University Hospital (CRCHUM), 850 Rue Saint-Denis, Montréal, Québec, H2X 0A9, Canada
| | - Roberta Cunha Matheus Rodrigues
- CEPSchool of Nursing - University of Campinas (Unicamp), 126 Tessália Vieira de Camargo Street, Campinas, São Paulo, 13083-887, Brazil
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Fadil HA, Sammman WA, Elshafie RM. Prevalence of Nonadherence to Medications among Geriatric Patients in Al-Madinah Al-Munawara City's Hospitals, Kingdom of Saudi Arabia. Int J Clin Pract 2023; 2023:3312310. [PMID: 37942085 PMCID: PMC10630004 DOI: 10.1155/2023/3312310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 10/06/2023] [Accepted: 10/16/2023] [Indexed: 11/10/2023] Open
Abstract
Introduction Medication adherence is a major component in the treatment of chronic patients, especially the older adults. It acts as an essential part of a successful therapeutic outcome, increasing treatment benefits, and decreasing hospital admissions, health care utilization, and cost. Limited research regarding medication adherence has been conducted nationwide; however, data among the older adults is sparse due to the lack of research on this topic. Therefore, this study aimed to determine the prevalence of medication nonadherence among older adults' Saudi patients with chronic diseases living in Al-Madinah Al-Munawwarah city. Method A cross-sectional study was conducted on outpatient older patients with chronic diseases who visited clinics at different hospitals in Al-Madinah Al-Munawwarah city, from March until December 2022. The questionnaire was published in a conversational Arabic dialect. The adherence level was measured by the Adherence to Refills and Medications Scale (ARMS) and the reasons for medication nonadherence were collected by using the Cluig scale. Results 65.1% of females and 34.9% of males have participated in this study. According to the ARMS scale, 67.9% of patients had poor medication adherence and 32.1% had good medication adherence. Poor adherence was higher in females compared to males, with a p value = 0.018. For educational level, the ARMS score in graduates was higher than patients who finished middle school and illiterate patients. Based on the Cluig scale, the most common reasons for medication nonadherence were forgetfulness, feeling well, polypharmacy, and subsequent avoidance of side effects. The findings indicate the gender-based differences in the factors that associated with medication nonadherence among older adults. Conclusion Medication adherence is crucial especially among older adults to improve clinical outcomes. The current results highlight the prevalence of medication adherence among the older adult population. This result shows the gender-based differences in the factors associated with medication nonadherence among the older adult population.
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Affiliation(s)
- Haifa Abdulrahman Fadil
- Department of Clinical and Hospital Pharmacy, Faculty of Pharmacy, Taibah University, Almadinah Almunawarah 30078, Saudi Arabia
| | - Waad Abdulkareem Sammman
- Department of Pharmacology, Faculty of Pharmacy, Taibah University, Almadinah Almunawarah 30078, Saudi Arabia
| | - Riham Mohamed Elshafie
- Department of Clinical and Hospital Pharmacy, Faculty of Pharmacy, Taibah University, Almadinah Almunawarah 30078, Saudi Arabia
- Clinical Pharmacy Department, ASUSH, Ain Shams University, Cairo, Egypt
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Tegegn HG, Wark S, Tursan d'Espaignet E, Spark MJ. Measurement Properties of Patient-Reported Outcome Measures for Medication Adherence in Cardiovascular Disease: A COSMIN Systematic Review. Clin Drug Investig 2022; 42:879-908. [PMID: 36180813 PMCID: PMC9617955 DOI: 10.1007/s40261-022-01199-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND OBJECTIVE Several medication adherence patient-reported outcome measures (MA-PROMs) are available for use in patients with cardiovascular disease (CVD); however, little evidence is available on the most suitable MA-PROM to measure medication adherence in patients with CVD. The aim of this systematic review is to synthesise the measurement properties of MA-PROMs for patients with CVD and identify the most suitable MA-PROM for use in clinical practice or future research in patients with CVD. METHODS An electronic search of nine databases (PubMed, MEDLINE, CINAHL, ProQuest Health and Medicine, Cochrane Library, PsychInfo, Scopus, Embase, and Web of Science) was conducted to identify studies that have reported on at least one of the measurement properties of MA-PROMs in patients with CVD. The methodological quality of the studies included in the systematic review was evaluated using the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN) checklist. RESULTS A total of 40 MA-PROMs were identified in the 84 included studies. This review found there is a lack of moderate-to-high quality evidence of sufficient content validity for all MA-PROMs for patients with CVDs. Only eight MA-PROMs were classified in COSMIN recommendation category A. They exhibited sufficient content validity with very low-quality evidence, and moderate-to-high quality evidence for sufficient internal consistency. The 28 MA-PROMs that meet the requirements for COSMIN recommendation category 'B' require further validation studies. Four MA-PROMs including Hill-Bone Compliance Medication Scale (HBMS), the five-item Medication Adherence Report Scale (MARS-5), Maastricht Utrecht Adherence in Hypertension (MUAH), and MUAH-16 have insufficient results with high quality evidence for at least one measurement property and consequently are not recommended for use in patients with CVD. Two MA-PROMs (Adherence to Refills and Medications Scale [ARMS] and ARMS-7) are comprehensive and have moderate to high quality evidence for four sufficient measurement properties. CONCLUSION From the eight MA-PROMs in COSMIN recommendation category A, ARMS and ARMS-7 were selected as the most suitable MA-PROMs for use in patients with CVD. They are the most comprehensive with be best quality evidence to support their use in clinical practice and research.
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Affiliation(s)
- Henok G Tegegn
- School of Rural Medicine, University of New England, Armidale, 2351, Australia
- Department of Clinical Pharmacy, School of Pharmacy, University of Gondar, Gondar, Ethiopia
| | - Stuart Wark
- School of Rural Medicine, University of New England, Armidale, 2351, Australia
| | - Edouard Tursan d'Espaignet
- School of Rural Medicine, University of New England, Armidale, 2351, Australia
- Priority Research Centre for Health Behaviour, University of Newcastle, Callaghan, NSW, 2300, Australia
| | - M Joy Spark
- School of Rural Medicine, University of New England, Armidale, 2351, Australia.
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Medication Non-Adherence among Patients with Chronic Diseases in Makkah Region. Pharmaceutics 2022; 14:pharmaceutics14102010. [PMID: 36297444 PMCID: PMC9607277 DOI: 10.3390/pharmaceutics14102010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/18/2022] [Accepted: 09/19/2022] [Indexed: 12/02/2022] Open
Abstract
Background: The Makkah region is the most populated region in Saudi Arabia. Studying medication adherence levels may help to improve general health outcomes and decrease overall health care expenditures. Methods: We used the ARMS scale to assess medication adherence. Bivariable analysis of medication non-adherence was performed. Simple and multiple logistic regression models were built to identify factors associated with medication non-adherence. Results: Participants from the Makkah region were more than two times more likely to be non-adherent to their medications compared to other regions (adjusted OR = 2.58, 95% CI: 1.49–4.46). Patients who dispensed their prescriptions at their own expense were two times more likely to be non-adherents (adjusted OR = 2.36, 95% CI: 1.11–4.98). Patients who had a monthly income ≤6000 SR were almost two times more likely to be non-adherents (unadjusted OR = 1.73, 95% CI: 1.05–2.84). Conclusion: Medication adherence is one of the most important factors to help managing the disease. We found that Makkah chronic patients are more likely to be non-adherent with their medications compared to other regions’ patients. Moreover, we found that lower monthly incomes and paying for medications out-of-pocket were significant predictors of medication non-adherence.
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