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Cho EM, Kim EJ. Development and Validation of the Medication Use Competency Scale for Older Adults. Res Gerontol Nurs 2025; 18:154-164. [PMID: 40183589 DOI: 10.3928/19404921-20250320-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025]
Abstract
PURPOSE To develop a scale for evaluating the medication use competency of older adults and verify its psychometric properties. METHOD The Medication Use Competency Scale (MUCS) was initially formulated based on a literature review, theoretical frameworks, and qualitative interviews using a hybrid model. The scale was then tested on 245 older adults. RESULTS Exploratory factor analysis identified 23 items across five factors: attitude, physical skills, knowledge, effort to sustain, and cognitive skills, explaining a significant portion of the variance. Construct validity was verified, along with criterion validity, which demonstrated a moderate correlation (r = 0.40, p < 0.001) with the eight-item Morisky Medication Adherence Scale. The scale exhibited strong internal consistency, with a Cronbach's alpha of 0.84, and test-retest reliability of 0.73 (p < 0.01). CONCLUSION The MUCS is a reliable and valid tool for assessing medication use competency in the older adult population. [Research in Gerontological Nursing, 18(3), 154-164.].
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Riepe M, Hoerr R, Schlaefke S. Ginkgo biloba extract EGb 761 is safe and effective in the treatment of mild dementia - a meta-analysis of patient subgroups in randomised controlled trials. World J Biol Psychiatry 2025; 26:119-129. [PMID: 39895346 DOI: 10.1080/15622975.2024.2446830] [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: 11/14/2024] [Revised: 12/18/2024] [Accepted: 12/18/2024] [Indexed: 02/04/2025]
Abstract
BACKGROUND Mild dementia is distressing for patients and their relatives. Due to its chronic and progressive nature, healthcare systems are at risk of being overwhelmed by the increasing number of affected patients. Thus, there is a need for safe and well-tolerated treatments that can be initiated at the earliest stages. OBJECTIVES This meta-analysis of clinical trials aimed to assess the treatment effects of Ginkgo biloba extract EGb 761 in patients with mild dementia. METHODS Eligible randomised placebo-controlled trials were included in this meta-analysis. Data of patients with mild dementia (defined as the SKT Short Cognitive Performance Test total scores from 9 to 15) were selected. RESULTS The meta-analysis was performed with pooled data from four eligible trials comprising 782 patients with mild dementia. Treatment with 240 mg EGb 761 daily was significantly superior to placebo in cognition (p = 0.04), global assessment (p = 0.01), activities of daily living (p = 0.01) and quality of life (p = 0.02). Standardised effects were medium to large. The frequency of adverse events was alike in patients treated with EGb 761 and placebo (p = 0.66). CONCLUSIONS The meta-analysis demonstrates that patients with mild dementia benefit from EGb 761 in terms of cognition, activities of daily living, global assessment and quality of life.
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Affiliation(s)
- Matthias Riepe
- Division of Geriatric Psychiatry, Ulm University, Ulm, Germany
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Teo V, Weinman J, Yap KZ. A cultural adaptation and validation study of the Intentional Nonadherence Scale (INAS) among people with type 2 diabetes in Singapore. J Psychosom Res 2025; 188:111969. [PMID: 39532032 DOI: 10.1016/j.jpsychores.2024.111969] [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: 03/18/2024] [Revised: 11/01/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
AIMS To examine the psychometric properties of the Intentional Non-adherence Scale (INAS) among people with type 2 diabetes mellitus (PwT2D) in Singapore. METHODS This study consisted of Phase 1: translation and adaptation of the questionnaire into local Mandarin and English and Phase 2: a longitudinal validation study at the outpatient clinics of a hospital in Singapore. In Phase 1, cognitive interviews were conducted with 20 PwT2D and healthcare providers to examine the content validity of the INAS. In Phase 2, 290 PwT2D were recruited. Fifty-three of them were involved in test-retest reliability analysis, while 185 were followed-up in 3-6 months to assess the predictive validity of the INAS. The INAS was also evaluated for its structural validity, construct validity and internal reliability. RESULTS Exploratory factor analysis revealed four factors, namely "Resisting illness and medication", "Sensitivity to medication", "Testing treatment" and "Inconvenience". All INAS factors showed good internal consistency (Cronbach's alpha = 0.84-0.94) and moderate test-retest reliability (intraclass correlation coefficient = 0.50-0.62). Construct validity of the INAS was demonstrated in its relationship with medication adherence, glycated haemoglobin (HbA1c), beliefs about medications, illness perception and mood. Quantile and linear regression for medication adherence and HbA1c in 3-6 months did not show statistical associations with the INAS after adjusting for potential confounders. CONCLUSIONS Our study supports the reliability and most aspects of validity of the INAS, which revealed new factors that may affect medication adherence and HbA1c. In clinical settings, healthcare providers may consider using this questionnaire to evaluate potential intentional nonadherence.
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Affiliation(s)
- Vivien Teo
- Institute of Pharmaceutical Sciences, King's College London, Franklin-Wilkins Building, Stamford Street, London SE1 9NH, United Kingdom; Department of Pharmacy, National University of Singapore, 18 Science Drive 4, 117543, Singapore; Division of Pharmacy, Tan Tock Seng Hospital, Singapore, 11 Jalan Tan Tock Seng, 308433, Singapore.
| | - John Weinman
- Institute of Pharmaceutical Sciences, King's College London, Franklin-Wilkins Building, Stamford Street, London SE1 9NH, United Kingdom.
| | - Kai Zhen Yap
- Department of Pharmacy, National University of Singapore, 18 Science Drive 4, 117543, Singapore.
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Ong GT, Abdullah S, Bachok NB. Confirmatory Factor Analysis of the Malay Version of the Malaysia Medication Adherence Assessment Tool (MyMAAT) Among Patients with Chronic Medications. Patient Prefer Adherence 2024; 18:2609-2620. [PMID: 39722791 PMCID: PMC11669339 DOI: 10.2147/ppa.s475738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 12/13/2024] [Indexed: 12/28/2024] Open
Abstract
Purpose The bilingual Malaysia Medication Adherence Assessment Tool (MyMAAT) was developed using the Exploratory Factor Analysis (EFA) and the current study intended to confirm the measurement model, dimensionality and ensure the factor structure by the Confirmatory Factor Analysis (CFA). The objective of this study was to validate the Malay version of the MyMAAT in measuring medication adherence among participants with chronic medications. Patients and Methods A cross-sectional study was conducted using a self-report questionnaire at five health clinics and a hospital in Kuala Lumpur and Putrajaya region between May to November 2023. The participants were selected using quota sampling and written informed consent was obtained from each participant prior to data collection. There are two constructs in the MyMAAT, namely the Specific Medication-Taking Behaviour (Factor 1) and the Social-Cognitive Theory of Self-Efficacy and Social Support (Factor 2). Results Two hundred and thirty-five patients participated in the CFA study. The final model for the Malay version of the MyMAAT retained the two constructs and 12 items with good fit: CFI = 0.978, TLI = 0.973, RMSEA = 0.036 (90% CI 0.001,0.067) and with good composite reliability CR 0.790 for Factor 1 and 0.787 for Factor 2. The factor loadings ranged from 0.413 to 0.832 with p-value < 0.001. The AVE for Factor 1 was 0.664 and for Factor 2 was 0.491. There was a strong correlation (ρ = 0.507, p < 0.001) between the Malay version of the MyMAAT and the Malay version of the MMAS-8 by adherence category from the data of 191 participants. Twenty-six participants completed the test-retest after five to ten days from the first administration. The Malay version of the MyMAAT showed moderate to excellent with ICC 0.932 (95% CI: 0.661,0.986) for Factor 1 and poor to excellent for with ICC 0.956 (95% CI:0.325,0.997) for Factor 2 by using the Two-Way Mixed Model and Consistency type. Conclusion It is concluded that the Malay version of the MyMAAT is valid and reliable in measuring medication adherence among patients with chronic medications.
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Affiliation(s)
- Gaik Tian Ong
- Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Sarimah Abdullah
- Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Norsa’adah binti Bachok
- Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
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Buathong N, Naruephai S, Wanichanon W, Rodkitvitthaya K, Thananinkul P, Jankaew N, Wessamanon P, Khaotrakul S, Boonmak R, Choo-eard N, Nintap T, Sarakitphan T, Kaewchuay P, Naruephai K, Chaison M. Exploring symptoms perception and barriers to medication adherence among Thai Muslim patients with non-communicable diseases in a rural community in southern Thailand: a mixed-methods study. BMJ Open 2024; 14:e089301. [PMID: 39653570 PMCID: PMC11628999 DOI: 10.1136/bmjopen-2024-089301] [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: 05/27/2024] [Accepted: 11/15/2024] [Indexed: 12/12/2024] Open
Abstract
OBJECTIVES This study aimed to explore the prevalence of medication non-adherence and influence of symptom perception and various barriers on medication adherence among Thai Muslim patients in a rural subdistrict of southern Thailand. DESIGN Explanatory sequential mixed-methods approach. SETTING A rural community in southern Thailand. METHODS Data collection spanned from March to December 2023. In the quantitative phase, 138 Muslim patients diagnosed with non-communicable diseases were enrolled, and their medication adherence and associated factors were assessed. In the qualitative phase, 22 participants were selected for in-depth interviews, and their symptom perceptions and the obstacles they faced in adhering to medication were explored. A focus group discussion involving 10 healthcare workers from a subdistrict health-promoting hospital was conducted to gain insights into healthcare providers' perspectives on patients' perceptions of symptoms and barriers to medication adherence. OUTCOME MEASURES Medication non-adherence was assessed, and the influence of symptom perception and various barriers on medication adherence was evaluated RESULTS: The prevalence of medication non-adherence in the study sample was 75.36%. The following factors were significantly associated with medication non-adherence: occupation (farmer) (adjusted OR=3.93; 95% CI 1.04 to 12.64), lack of recommendations on adjusting medication schedules/dosages during Ramadan (adjusted OR=2.65; 95% CI 1.06 to 6.61) and patients' perception of no symptoms (adjusted OR=3.72; 95% CI 1.23 to 11.25). The qualitative analysis highlighted patient-related issues, such as lack of symptom perception, limited health literacy regarding disease information and treatment and personal reasons for non-adherence (eg, forgetfulness, occupational constraints and transportation challenges for medical appointments). Additionally, healthcare system-related factors, patient-doctor relationships and communication gaps in medication management during Ramadan were identified as factors influencing medication non-adherence. CONCLUSIONS To improve adherence, healthcare providers should prioritise fostering positive patient-provider relationships and promoting patient care through enhanced health literacy initiatives.
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Affiliation(s)
- Napakkawat Buathong
- Department of Family and Preventive Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Surawut Naruephai
- Ban Koh Mak Sub-District Health Promoting Hospital, Phatthalung Province Administrative Organization, Phatthalung, Thailand
| | - Worawit Wanichanon
- Department of Family and Preventive Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | | | | | - Napat Jankaew
- Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Phisit Wessamanon
- Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | | | | | | | - Thanakrit Nintap
- Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Teera Sarakitphan
- Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | | | - Kittiya Naruephai
- Ban Koh Mak Sub-District Health Promoting Hospital, Phatthalung Province Administrative Organization, Phatthalung, Thailand
| | - Monchai Chaison
- Ban Koh Mak Sub-District Health Promoting Hospital, Phatthalung Province Administrative Organization, Phatthalung, Thailand
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Bülow C, Clausen SS, Thøgersen PL, Dalin DA, Hansen JM, Johansson KS, Lundh A, Christensen MB. Patients' knowledge of the indications for their medications - a scoping review. BMC Health Serv Res 2024; 24:1195. [PMID: 39375664 PMCID: PMC11460199 DOI: 10.1186/s12913-024-11685-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 09/30/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND Inadequate medication knowledge may contribute to inappropriate medication use and treatment harms. We aimed to map and synthesise the existing evidence on patients' knowledge of the indications for their medications. METHOD We searched MEDLINE, Embase, CINAHL, PsychInfo and the Cochrane Library for studies that assessed patients' knowledge of the indications for their medications from inception to June 16, 2022. A pair of reviewers independently screened and extracted data on study characteristics, aims, and methods used to assess and report patients' knowledge of the indications for their medications. RESULTS We included 99 studies conducted in 33 countries, published between 1979 and 2021, with 42,377 participants in total (median 126 participants [Interquartile range: 63-338]). Studies were observational (n = 77), experimental (n = 18), or qualitative interviews (n = 4). The exact question used to assess knowledge of the indications was reported in 27 studies and was phrased in 25 different ways. Knowledge of the indications was reported as a proportion of either 1) all participants (n = 65) or 2) the total number of medications used by all patients (n = 13). Sixteen studies used both reporting methods, while five only reported a proportion without specifying the denominator. Fourteen studies in various populations reported the number of participants with correct knowledge of all their medications, ranging from 19% (long-term psychiatric in-patients) to 87% (general practice patients). CONCLUSION We did not identify any established scientific standard for assessing patients' knowledge of the indications for their medications. The wide range of study methodologies and reporting styles observed call for a methodological consensus in this research field. Estimates of correct knowledge varied widely between studies, but whether this was due to differences in study populations or study methodology could not be determined. Furthermore, we did not identify any study investigating whether participants' knowledge of the indications for their medications was associated with the quality, e.g. appropriateness, of their treatment.
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Affiliation(s)
- Cille Bülow
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark.
| | - Stine Søndersted Clausen
- The Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Patrick Lundholm Thøgersen
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Dagmar Abelone Dalin
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Johanne Mølby Hansen
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Karl Sebastian Johansson
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Andreas Lundh
- Department of Respiratory Medicine and Infectious Diseases, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Cochrane Denmark & Centre for Evidence-Based Medicine Odense (CEBMO), Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Mikkel Bring Christensen
- Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Lee CB, Ku LJE, Chou YT, Chen HY, Su HC, Wu YL, Lo YT, Yang YC, Li CY. Association of intrinsic capacity and medication non-adherence among older adults with non-communicable diseases in Taiwan. J Nutr Health Aging 2024; 28:100303. [PMID: 38943981 DOI: 10.1016/j.jnha.2024.100303] [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: 04/29/2024] [Revised: 06/16/2024] [Accepted: 06/17/2024] [Indexed: 07/01/2024]
Abstract
OBJECTIVES Medication non-adherence among older adults with non-communicable diseases (NCDs) remains prevalent worldwide, which causes hospitalization and mortality. Our study aimed to examine the association of medication non-adherence with level of overall intrinsic capacity (IC), pattern of IC, and specific IC component among older adults with NCDs. METHODS A cross-sectional questionnaire-based survey of 1268 older adults aged 60 years and above was conducted in 2022 in southern Taiwan. Among them, 894 suffered from 1 more NCD were included in this study. The Integrated Care for Older People Screening Tool for Taiwanese and the Adherence to Refills and Medication Scale were used to assess IC and medication non-adherence, respectively. Latent class analysis (LCA) was used to identify patterns of IC impairment, and binary logistic regression was used to assess the association between medication non-adherence and IC. RESULTS Older adults in the moderate (score: 1-2) or low (score≧3) overall IC groups were more likely to experience medication non-adherence (moderate: adjusted odds ratio (aOR) 1.57 [95% CI: 1.05-2.36]; low: 2.26 [1.40-3.67]). The "physical and nutritional impairments accompanied by depressive symptoms" group was associated with statistically higher odds of medication non-adherence (aOR 1.66 [1.01-2.73]). Older adults with cognitive impairment, hearing loss, or depressive symptoms showed greater likelihood of medication non-adherence (cognitive impairment: aOR 1.53 [1.03-2.27]; hearing loss: aOR 1.57 [1.03-2.37]; depressive symptoms: aOR 1.81 [1.17-2.80]). CONCLUSIONS Intervention for improving medication non-adherence among older adults with NCDs should consider IC.
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Affiliation(s)
- Chiachi Bonnie Lee
- Department of Health Services Administration, College of Public Health, China Medical University, Taichung, Taiwan
| | - Li-Jung Elizabeth Ku
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yu-Tsung Chou
- Department of Health Management Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hung-Yu Chen
- Department of Health Management Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hui-Chen Su
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Lin Wu
- Department of Nursing, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yu-Tai Lo
- Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Ching Yang
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chung-Yi Li
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Healthcare Administration, College of Medical and Health Science, Asia University, Taichung, Taiwan.
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Idris MUBM, Jamil NB, Yi X, Su-Fee L, Yuh AS, Aloweni F, Towle RM. Keeping patients safe through medication review and management in the community. Br J Community Nurs 2024; 29:288-293. [PMID: 38814838 DOI: 10.12968/bjcn.2024.29.6.288] [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: 06/01/2024]
Abstract
BACKGROUND There are numerous publications on inpatient medication errors. However, little focus is given to medication errors that occur at home. AIMS To describe and analyse the types of medication errors among community-dwelling patients following their discharge from an acute care hospital in Singapore. METHOD This is a retrospective review of a 'good catch' reporting system from December 2018 to March 2022. Medication-related errors were extracted and analysed. FINDINGS A total of 73 reported medication-related error incidents were reviewed. The mean age of the patients was 78 years old (SD=9). Most patients managed their medications independently at home (45.2%, n=33). The majority of medications involved were cardiovascular medications (51.5%, n=50). Incorrect dosing (41.1%, n=39) was the most common medication error reported. Poor understanding of medication usage (35.6%, n=26) and lack of awareness of medication changes after discharge (24.7%, n=18) were the primary causes of the errors. CONCLUSION This study's findings provide valuable insights into reducing medication errors at home. More attention must be given to post-discharge care, especially to preventable medication errors. Medication administration and management education can be emphasised using teach-back methods.
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Affiliation(s)
| | | | - Xu Yi
- Assistant Director of Nursing; SingHealth, Singapore General Hospital
| | - Lim Su-Fee
- Clinical Assistant Professor; Singapore General Hospital, SingHealth Community Hospitals
| | - Ang Shin Yuh
- Clinical Assistant Professor; SingHealth, Singapore General Hospital
| | - Fazila Aloweni
- Clinical Assistant Professor; Singapore General Hospital
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Al Haqimy Mohammad Yunus MA, Akkawi ME, Fata Nahas AR. Investigating the association between medication regimen complexity, medication adherence and treatment satisfaction among Malaysian older adult patients: a cross-sectional study. BMC Geriatr 2024; 24:447. [PMID: 38778251 PMCID: PMC11110348 DOI: 10.1186/s12877-024-05016-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: 11/24/2023] [Accepted: 04/26/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND The prevalence of medication nonadherence among Malaysian older adults is approximately 60%. However, there is a lack of studies assessing the factors associated with medication nonadherence among this population. This research aims to explore the association between medication regimen complexity (MRC), treatment satisfaction and medication adherence among Malaysian older adults. METHOD A cross-sectional study was conducted in outpatient clinics of a teaching hospital in Pahang, Malaysia, between April 2023 and September 2023. MRC Index (MRCI), Treatment Satisfaction for Medication version II (TSQM v.II), and the Malaysian Medication Adherence Assessment Tool (MyMAAT) were used. Multivariate linear and logistic regression models were performed to test the factors affecting treatment satisfaction and medication adherence. Mediator analysis was implemented to assess the mediating role of treatment satisfaction. RESULT The study involved 429 Malaysian older adult patients, with a prevalence of nonadherence of 51.0% (n = 219) and an MRCI mean score of 17.37 (SD = 7.07). The mean overall treatment satisfaction score was 73.91 (SD = 15.23). Multivariate logistic regression analysis expressed four significant predictors associated with nonadherence: MRC (AOR = 1.179, p = 0.002), overall treatment satisfaction (AOR = 0.847, p < 0.001), partially self-managed medication (AOR = 2.675, p = 0.011) and fully managed medication by family members/caregivers (AOR = 8.436, p = 0.004). Multivariate linear regression shows three predictors of treatment satisfaction: MRC (β = -1.395, p < 0.001), Charlson Comorbidity Index (CCI) (β = -0.746, p = 0.009) and self-managed medication (β = 5.554, p = 0.006). Mediator analysis indicated that treatment satisfaction partially mediated the association between MRC and nonadherence. CONCLUSION Nonadherence was quite prevalent among Malaysian older outpatients and was associated with regimen complexity, treatment satisfaction and patient dependence on others to manage their medications. Future studies should focus on interventions to control the factors that negatively affect patients' medication adherence.
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Affiliation(s)
| | - Muhammad Eid Akkawi
- Department of Pharmacy Practice, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Malaysia.
- Quality Use of Medicines Research Group, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Malaysia.
| | - Abdul Rahman Fata Nahas
- Department of Pharmacy Practice, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Malaysia
- Quality Use of Medicines Research Group, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Malaysia
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Kim JS, Kim E. Subjective memory complaints and medication adherence among hypertensive Korean older adults with multimorbidity: mediating effect of depression and social support. BMC Public Health 2024; 24:585. [PMID: 38395841 PMCID: PMC10885607 DOI: 10.1186/s12889-024-18061-4] [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: 08/26/2023] [Accepted: 02/10/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND & AIM(S) Medication adherence (MA) is a key factor in maintaining adequate blood pressure and preventing complications. However, some older adults experience difficulties in taking medicine properly due to declines in cognitive function. Although subjective memory complaints (SMC) are recognized as early markers of cognitive impairment, previous studies concerning the relationship between MA and cognitive function have focused only on objective cognitive function. Furthermore, while depression has a high correlation with SMC, low MA, and social support, there is limited evidence on their relationship. This study aims to understand the effect of SMC on MA and the mediating effect of depression and social support. METHOD(S) This study is a descriptive cross-sectional investigation. A sample of 195 community-dwelling hypertensive older adults with multimorbidity from 3 community senior centers in Gwangju, South Korea were recruited through convenience sampling. Data was collected through face-to-face survey from January to March 2018. The PROCESS macro v4.2 program [Model 6] was used to analyze the mediating effect of depression and social support in the relationship between SMC and MA. Data analysis was performed using SPSS/WIN 26.0 and STATA MP 17.0. RESULTS The average MA was 6.74. There were significant differences in MA according to awareness of prescribed drugs, awareness of side effects, insomnia, and healthcare accessibility. SMC was positively correlated with depression, while social support and MA were negatively correlated. While depression was a significant mediator of the effect of SMC on MA, the mediating effect of social support was not significant. The multiple mediation effect of depression and social support was not significant. CONCLUSION The results suggest that medication management of older adults in community settings should be accompanied by a comprehensive health assessment of associated factors. Health professionals should explore strategies to improve memory as well as prevent and alleviate depression to increase MA among hypertensive older adults with multimorbidity.
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Affiliation(s)
- Jeong Sun Kim
- College of Nursing, Chonnam National University, 160, Baekseo-ro, Dong-gu, Gwangju, South Korea
| | - Eunji Kim
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, South Korea.
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Dahal P, Kahana E. Following Physician's Advice in Late Life: The Roles of Health Beliefs and Health Status. Patient Prefer Adherence 2024; 18:217-226. [PMID: 38269209 PMCID: PMC10807281 DOI: 10.2147/ppa.s409023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 01/17/2024] [Indexed: 01/26/2024] Open
Abstract
Objective This study aims to explore the influence of health-related locus of control beliefs such as belief in the role of health professionals in influencing patient health, cognitive functioning, and multimorbidity on adherence to physician's recommendations among older adults. Methods A cross-sectional study involving older adults (N=684, age range = 71-100 years) living in Clearwater, Florida, reported their adherence to physician's recommendations, cognitive functioning, physical health, and health-related locus of control beliefs. Ordered Logistic regression was used. Results Older adults who believed that health professionals influence health and a person is likely to recover from illness because other people take good care of him/her had higher adherence to physician's recommendations. Older adults who believed that their own action affects their health had lower odds of reporting adherence by 27%. Additionally, those with cognitive impairment had lower odds of reporting adherence by 38%. Functional limitations, multimorbidity, and self-image of health were not associated with adherence. Conclusion This is one of the first studies to consider the influence of locus of control beliefs on adherence of physician's recommendations among community dwelling older adults. With the exception of one item "My good health is largely a matter of good fortune", generally individuals with external locus of control had higher adherence. Our findings also underscore the policy and clinical significance of different health-related beliefs held by older adults.
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Affiliation(s)
- Poshan Dahal
- Department of Sociology, Case Western Reserve University, Cleveland, OH, USA
| | - Eva Kahana
- Department of Sociology, Case Western Reserve University, Cleveland, OH, USA
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Bayatra A, Nasserat R, Ilan Y. Overcoming Low Adherence to Chronic Medications by Improving their Effectiveness using a Personalized Second-generation Digital System. Curr Pharm Biotechnol 2024; 25:2078-2088. [PMID: 38288794 DOI: 10.2174/0113892010269461240110060035] [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: 08/21/2023] [Revised: 11/26/2023] [Accepted: 12/11/2023] [Indexed: 09/10/2024]
Abstract
INTRODUCTION Low adherence to chronic treatment regimens is a significant barrier to improving clinical outcomes in patients with chronic diseases. Low adherence is a result of multiple factors. METHODS We review the relevant studies on the prevalence of low adherence and present some potential solutions. RESULTS This review presents studies on the current measures taken to overcome low adherence, indicating a need for better methods to deal with this problem. The use of first-generation digital systems to improve adherence is mainly based on reminding patients to take their medications, which is one of the reasons they fail to provide a solution for many patients. The establishment of a second-generation artificial intelligence system, which aims to improve the effectiveness of chronic drugs, is described. CONCLUSION Improving clinically meaningful outcome measures and disease parameters may increase adherence and improve patients' response to therapy.
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Affiliation(s)
- Areej Bayatra
- Department of Medicine, the Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Rima Nasserat
- Department of Medicine, the Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Yaron Ilan
- Department of Medicine, the Hebrew University-Hadassah Medical Center, Jerusalem, Israel
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Zhu G, Malhotra R, Xiong S, Chen X, Zhang M, Wu Y, Gong E, Wang Z, Tian X, Peng W, Østbye T, Yan LL. Community Efficacy for Non-Communicable Disease Management and Medication Adherence: The Sequential Mediating Role of Self-Efficacy and Depressive Symptoms. Patient Prefer Adherence 2023; 17:3421-3433. [PMID: 38111691 PMCID: PMC10726806 DOI: 10.2147/ppa.s436419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 12/02/2023] [Indexed: 12/20/2023] Open
Abstract
Purpose We assess whether the sequential mediating effects of self-efficacy and depressive symptoms on the relationship between community efficacy for non-communicable disease management (COEN) and medication adherence and whether these relationships differed by sex and age. Patients and Methods Overall, 662 individuals from 12 communities in China were interviewed twice 1 year apart. Serial mediation analysis examined whether the relationship between COEN and medication adherence was mediated by self-efficacy and depressive symptoms. Model invariance across sex and age groups was assessed using multi-group analysis. Results Serial mediation analysis indicated that self-efficacy and depressive symptoms sequentially mediated relationship between COEN and medication adherence. Multi-group analysis by sex showed that the path from self-efficacy to medication adherence was significant only for females and from depressive symptoms to medication adherence was significant only for males. Conclusion Interventions that enhance individual self-efficacy may be beneficial in decreasing depressive symptoms and improving medication adherence.
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Affiliation(s)
- Gangjiao Zhu
- School of Public Health, Wuhan University, Wuhan, People’s Republic of China
- Global Health Research Center, Duke Kunshan University, Kunshan, People’s Republic of China
| | - Rahul Malhotra
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Centre for Ageing Research and Education, Duke-NUS Medical School, Singapore
- Singhealth, Duke-NUS Global Health Institute Medical School, Singapore
| | - Shangzhi Xiong
- The George Institute for Global Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia
| | - Xinyue Chen
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Mingyang Zhang
- Global Health Research Center, Duke Kunshan University, Kunshan, People’s Republic of China
| | - You Wu
- Global Health Research Center, Duke Kunshan University, Kunshan, People’s Republic of China
| | - Enying Gong
- School of Population Medicine and Public Health, China Academy of Medical Science & Peking Union Medical College, Beijing, People’s Republic of China
| | - Zhan Wang
- Department of Agricultural Economics, College of Agriculture, Purdue University, West Lafayette, IN, USA
| | - Xiangyang Tian
- Chinese Health Education Center, Beijing, People’s Republic of China
| | - Weixia Peng
- School of Public Health, Fudan University, Shanghai, People’s Republic of China
| | - Truls Østbye
- Global Health Research Center, Duke Kunshan University, Kunshan, People’s Republic of China
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Lijing L Yan
- School of Public Health, Wuhan University, Wuhan, People’s Republic of China
- Global Health Research Center, Duke Kunshan University, Kunshan, People’s Republic of China
- Duke Global Health Institute, Duke University, Durham, NC, USA
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Christopher CM, Blebil AQ, Bhuvan KC, Alex D, Mohamed Ibrahim MI, Ismail N, Cheong Wing Loong M. Medication use problems and factors affecting older adults in primary healthcare. Res Social Adm Pharm 2023; 19:1520-1530. [PMID: 37574369 DOI: 10.1016/j.sapharm.2023.08.001] [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: 05/14/2023] [Revised: 08/01/2023] [Accepted: 08/08/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND As the largest demographic group utilizing primary healthcare facilities, older adults often face the challenge of managing multiple chronic illnesses, leading to numerous medications. OBJECTIVE The present study aims to assess medication use problems among older adults and explore the factors affecting them in primary healthcare settings. METHODS A mixed-method study was conducted to establish a baseline understanding of the perspectives and challenges faced by older adults, with regards to medication use. Translated Medication Use Questionnaire (MedUseQ), a patient-centered tool, was distributed to older adults above 60 in primary healthcare settings to assess their frequency of problems related to medication use. Fifteen semi-structured interviews were conducted to explore this topic in depth. Descriptive and inferential analyses were conducted with quantitative data. Interviews were transcribed verbatim, and thematic analysis was conducted. Quantitative and qualitative findings data were triangulated. RESULTS The study involved 393 participants. The most common problems with regards to medication use were polypharmacy (55.4%), administration difficulties (48.4%), limited awareness about adverse drug events (47.3%), issues with adherence (46.5%), and accessibility to primary healthcare (42.7%). Approximately 55% were satisfied with the older adult-centered medication use services by pharmacist and doctors. The qualitative findings showed that major factors affecting medication use were forgetfulness, language barriers, lack of awareness, transportation problems, long waiting times, and multiple visits to healthcare facilities. CONCLUSION The findings of this study reveal that a significant proportion, around 50%, of the older adult population face challenges with medication use in Penang. These difficulties mainly stem from medication administration, adherence, accessibility, polypharmacy, and inadequate medication knowledge. The qualitative analysis further highlighted several factors that contribute to such medication-related problems. Given the rapidly aging Association of Southeast Asian Nations (ASEAN) population, it is essential to devise effective solutions and strategies to tackle medication use-related issues among older adults.
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Affiliation(s)
| | - Ali Qais Blebil
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Subang Jaya, Selangor, Malaysia; Department of Pharmacy, Al Rafidain University College, Baghdad, Iraq
| | - K C Bhuvan
- School of Clinical Sciences, Queensland University of Technology, Brisbane, Australia; College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
| | - Deepa Alex
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Jalan Lagoon Selatan, Subang Jaya, Selangor, Malaysia; Department of Geriatrics and Healthy Living, KIMSHEALTH, Thiruvananthapuram, Kerala, India
| | | | | | - Mark Cheong Wing Loong
- School of Pharmacy, Monash University Malaysia, Jalan Lagoon Selatan, Subang Jaya, Selangor, Malaysia
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Ge L, Heng BH, Yap CW. Understanding reasons and determinants of medication non-adherence in community-dwelling adults: a cross-sectional study comparing young and older age groups. BMC Health Serv Res 2023; 23:905. [PMID: 37620970 PMCID: PMC10464472 DOI: 10.1186/s12913-023-09904-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 08/10/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND Medication non-adherence has become a striking problem among patients with chronic diseases worldwide. However, literature on prevalence, reasons and factors associated with medication non-adherence in Singapore general population is still lacking. This study aimed to (1) estimate the prevalence of intentional and unintentional medication non-adherence in young (aged 21-64 years) and older adults (aged ≥ 65 years), respectively; (2) identify and compare the main reasons for non-adherence; and (3) examine the association between potential factors and non-adherence in each group. METHODS This study sampled 1,528 community-dwelling adults on medications (young adults:766, older adults: 762) from a cross-sectional population health survey conducted in the northern and central regions of Singapore in 2018/2019. Self-reported medication non-adherence and its reasons were collected using a modified questionnaire and compared between the two groups. Multiple logistic regressions were conducted to examine the association between potential factors (e.g., social-demographic factors, smoking and drinking status, presence of diabetes, hypertension, or dyslipidaemia, and presence of depressive symptoms) and medication non-adherence in each group. RESULTS The prevalence of non-adherence was 38.4% and 22.3% in young and older adults, respectively, with young adults reporting higher unintentional and intentional non-adherence rates than older adults. "Afraid of developing drug dependence" was the most common reason in both groups (young:74.8% vs. old:73.5%). Compared to young adults (3.7%), "Not understanding medication labels" was more prevalent in older adults (8.8%). Presence of depressive symptoms was associated with non-adherence in both young (odds ratio [95% confidence interval]: 3.00 [1.79, 5.05]) and older adults (4.16 [2.31, 7.51]). Being employed (2.92 [1.76, 4.84]) and taking ≥ 2 medications (1.42 [1.04, 1.95]) had positive association while personal income of SGD1,000-4,000 (0.53 [0.36, 0.77]) and current smoking (0.61 [0.39, 0.95]) had inverse association with non-compliance in young adults. Diagnosis of diabetes, hypertension, or dyslipidaemia (2.63 [1.25, 5.53]) was associated with higher odds of non-compliance in older adults. CONCLUSIONS Young adults had higher prevalence of medication non-adherence than older adults. The main reasons for non-adherence reported by young and older adults were generally comparable. Presence of depressive symptoms was a risk factor of medication non-adherence in both groups.
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Affiliation(s)
- Lixia Ge
- Health Services and Outcomes Research, National Healthcare Group, 3 Fusionopolis Link #03-08, Nexus@one-north, Singapore, 138543, Singapore.
| | - Bee Hoon Heng
- Health Services and Outcomes Research, National Healthcare Group, 3 Fusionopolis Link #03-08, Nexus@one-north, Singapore, 138543, Singapore
| | - Chun Wei Yap
- Health Services and Outcomes Research, National Healthcare Group, 3 Fusionopolis Link #03-08, Nexus@one-north, Singapore, 138543, Singapore
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Ni YX, Liu LL, Feng H, Li Z, Qin CY, Chen M. Adherence, belief, and knowledge about oral anticoagulants in patients with bioprosthetic heart valve replacement: a cross-sectional study. Front Pharmacol 2023; 14:1191006. [PMID: 37502214 PMCID: PMC10369059 DOI: 10.3389/fphar.2023.1191006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 07/04/2023] [Indexed: 07/29/2023] Open
Abstract
Aims: To investigate adherence to oral anticoagulants among patients after mechanical heart valve (BHV) replacement and further examine the mediating role of medication belief in the relationship between knowledge and medication adherence. Background: The number of patients who undergo BHV replacement has increased in recent years. Short-term anticoagulant therapy is recommended for patients after BHV replacement. However, little is known about adherence to oral anticoagulant therapy and the underlying mechanisms among patients with BHV replacement. Methods: A cross-sectional study was conducted between September 2022 and November 2022. A convenience sample of 323 patients who underwent BHV replacement was recruited from a tertiary public hospital in Southwest China. Data were collected by using the 8-item Morisky Medication Adherence Scale, Beliefs about Medicines Questionnaire-specific, and the Knowledge of Anticoagulation Questionnaire. The mediation model was tested by Hayes's PROCESS macro. The STROBE checklist was used. Results: Approximately 17.3% of participants had low adherence, 47.1% had medium adherence, and only 35.6% reported high adherence to oral anticoagulants. Knowledge and necessity beliefs were positively related to medication adherence, while concern beliefs were negatively correlated with medication adherence. Medication belief mediated the relationship between knowledge and adherence to oral anticoagulants. Conclusion: Patients with BHV replacement demonstrated relatively low adherence to oral anticoagulant therapy. Efforts to enhance medication adherence should consider improving patients' knowledge and medication beliefs.
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Affiliation(s)
- Yun-Xia Ni
- Department of Cardiology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Lu-Lu Liu
- Department of Cardiovascular Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Huang Feng
- Department of Cardiovascular Surgery, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Zhi Li
- Department of Cardiovascular Surgery, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Chao-Yi Qin
- Department of Cardiovascular Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Miao Chen
- Department of Cardiovascular Surgery, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
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Salhia H, Mutlaq A, Alshaiban A, Alsaleh A, Alzahrani R, Alshennawi M. Patterns in counselling services provided at Saudi Ministry of Health medication counselling clinics - Reasons for referrals and subjects discussed: A cross-sectional study. Saudi Pharm J 2023; 31:1157-1166. [PMID: 37287507 PMCID: PMC10242628 DOI: 10.1016/j.jsps.2023.05.005] [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: 12/17/2022] [Accepted: 05/06/2023] [Indexed: 06/09/2023] Open
Abstract
Background Pharmacists provide medication counselling services to improve patient knowledge and their adherence to prescription instructions, and to achieve the best possible health-related outcomes. Our study aim was to describe the patterns of the reasons for referral to counselling and the subjects discussed between pharmacists and patients, and the possible associations related to the susceptible patient groups (chronic and elderly), in Saudi Ministry of Health (MOH) medication counselling clinics. Method This was a descriptive cross-sectional study. An electronic data collection form was developed to document details about the medication counselling services that were provided to patients. The form consisted of three main areas: (1) patient demographics and counselling services characteristics; (2) reasons for referrals to the medication counselling clinics; and (3) the subjects that were discussed between pharmacists and patients in the counselling session. A comparison was conducted between chronic and non-chronic, and elderly and non-elderly patients. Results From May 2020 to December 2021, a total of 36,672 counselling service sessions were provided to 28,998 patients. The greatest proportion of reasons for referrals to counselling was that patients had chronic diseases (50.84%), patients were added a new medication (33.69%) or patients received multiple medications (polypharmacy) (22.71%). The most frequent subject discussed during counselling was general knowledge about medication (85.62%), the duration of therapy (68.42%) and the action that patients should take if they missed a dose of their medication (44.51%). Patients with chronic diseases showed a significantly greater frequency of referral to counselling compared to patients without chronic disease, due to polypharmacy, medication use during Ramadhan, adverse drug reactions (ADRs), dosing/interactions, high-alert medication and suspected nonadherence (P < 0.001). This led to a significantly greater frequency of discussions with patients with chronic conditions about their general medication knowledge, the duration of their therapy, missed doses, ADRs, medication reconciliation and medication use during Ramadhan (P < 0.001). Elderly patients recorded significantly more referrals to counselling related to chronic diseases and polypharmacy than their younger counterparts (P < 0.001); however, there was no significant difference between the elderly and non-elderly in the patterns of subjects discussed that were related to polypharmacy and chronic disease consequences. A significant spike was also reported in the frequency of delivery of counselling services to caregivers for the elderly (P < 0.001). Conclusion The current state of medication counselling services in Saudi MOH facilities indicates that chronic disease and polypharmacy are the most significant reasons for referral to counselling, and that the subjects discussed the most during counselling are general knowledge about medication, duration of therapy and missed doses. Patients with chronic diseases have a higher frequency of referral to counselling and discussion about polypharmacy and its consequences than those without chronic conditions. Elderly patients also show a high frequency of referral to counselling about chronic diseases and polypharmacy. Caregivers of elderly patients require more education to maximise counselling effectiveness as they attend the majority of elderly patient counselling sessions.
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Affiliation(s)
- Huda Salhia
- General Administration of Pharmaceutical Care, Ministry of Health, Riyadh, Saudi Arabia
| | - Alaa Mutlaq
- General Administration of Pharmaceutical Care, Ministry of Health, Riyadh, Saudi Arabia
| | - Abdulrahman Alshaiban
- King Faisal Medical City for Southern Region, Ministry of Health, Abha, Saudi Arabia
| | - Ahmad Alsaleh
- General Administration of Pharmaceutical Care, Ministry of Health, Riyadh, Saudi Arabia
| | - Rasha Alzahrani
- Assistant Agency for Hospital Affairs, Ministry of Health, Riyadh, Saudi Arabia
| | - Mohammed Alshennawi
- General Administration of Pharmaceutical Care, Ministry of Health, Riyadh, Saudi Arabia
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Yu-Ting Y, Yong-Wei Y, Miao Y, Qiong Y, Meng-Yu W, Ting L. Knowledge, attitude, behaviour, and influencing factors of home-based medication safety among community-dwelling older adults with chronic diseases: a cross-sectional study. BMC Geriatr 2023; 23:256. [PMID: 37118686 PMCID: PMC10148421 DOI: 10.1186/s12877-023-03966-3] [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: 11/14/2022] [Accepted: 04/12/2023] [Indexed: 04/30/2023] Open
Abstract
BACKGROUND Older adults with chronic diseases require long-term medication. However, due to lack of drug knowledge and hypomnesia, older adults with chronic diseases are prone to adverse drug events and increased medical costs. This study aimed to explore the status and influencing factors of home-based medication safety among community-dwelling older adults with chronic diseases in China to provide a basis for follow-up to conduct targeted health education. METHODS Overall, 427 community-dwelling older adults with chronic diseases participated in this study. The Knowledge, Attitude, and Behaviour of Medication Safety among Older Adults with Chronic Diseases Questionnaire was used to assess their home-based medication safety. Multivariate linear regression was used to identify the factors influencing knowledge, attitude, and behaviour regarding medication safety. RESULTS The average score of home-based medication safety among older adults with chronic diseases was 68.26 ± 8.96, indicating that they had a moderate grasp of medication safety. The scoring rate of each subscale was ranked from high to low as follows: behaviour (84.51%), knowledge (63.33%), and attitude (47.39%). Stepwise linear regression analysis showed that medication safety knowledge, attitudes, and behaviours were significantly associated with higher monthly income, adverse drug events, and taking medicine several times a day (p < 0.05). Additional influencing factors included having fewer chronic diseases, being female, higher educational attainment, taking medicines multiple kinds a day, better self-care ability, and non-hospitalisation for chronic illnesses (p < 0.05). CONCLUSION Medical staff and community workers should pay attention to the drug safety of older adults with different characteristics and mobilise their enthusiasm for participation to improve their medication self-management ability. TRIAL REGISTRATION Chinese Clinical Trial Register: ChiCTR2200060987 ; reg. date: 15/06/2022.
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Affiliation(s)
- Yang Yu-Ting
- Nursing Department, the First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Yang Yong-Wei
- The School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
| | - Yao Miao
- The School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
| | - Ye Qiong
- The School of Nursing, Fujian Medical University, Fuzhou, Fujian, China
- Ningde Municipal Hospital of Ningde Normal University, Ningde, Fujian, China
| | - Wu Meng-Yu
- Community Health Service Center of Ninghua Street, Taijiang District, Fuzhou, Fujian, China
| | - Lin Ting
- The School of Nursing, Fujian Medical University, Fuzhou, Fujian, China.
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Yoon S, Kwan YH, Yap WL, Lim ZY, Phang JK, Loo YX, Aw J, Low LL. Factors influencing medication adherence in multi-ethnic Asian patients with chronic diseases in Singapore: A qualitative study. Front Pharmacol 2023; 14:1124297. [PMID: 36969865 PMCID: PMC10034334 DOI: 10.3389/fphar.2023.1124297] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 02/17/2023] [Indexed: 03/11/2023] Open
Abstract
Background: Poor medication adherence can lead to adverse health outcomes and increased healthcare costs. Although reasons for medication adherence have been widely studied, less is explored about factors affecting medication adherence for patients in non-Western healthcare setting and from Asian cultures. This study aimed to explore cultural perspectives on factors influencing medication adherence among patients with chronic diseases in a multi-ethnic Asian healthcare setting.Methods: We conducted a qualitative study involving in-depth interviews with patients with chronic conditions purposively recruited from a community hospital in Singapore until data saturation was achieved. A total of 25 patients participated in this study. Interviews were transcribed and thematically analyzed. Themes were subsequently mapped into the World Health Organization (WHO) Framework of Medication Adherence.Results: Participants commonly perceived that sides effects (therapy-related dimension), poor understanding of medication (patient-related dimension), limited knowledge of condition (patient-related dimension), forgetfulness (patient-related dimension) and language issues within a multi-ethnic healthcare context (healthcare team and system-related dimension) as the main factors contributing to medication adherence. Importantly, medication adherence was influenced by cultural beliefs such as the notion of modern medicines as harms and fatalistic orientations towards escalation of doses and polypharmacy (patient-related dimension). Participants made various suggestions to foster adherence, including improved patient-physician communication, enhanced care coordination across providers, use of language familiar to patients, patient education and empowerment on the benefits of medication and medication adjustment.Conclusion: A wide range of factors influenced medication adherence, with therapy- and patient-related dimensions more pronounced compared to other dimensions. Findings demonstrated the importance of cultural beliefs that may influence medication adherence. Future efforts to improve medication adherence should consider a person-centered approach to foster more positive health expectations and self-efficacy on medication adherence, supplemented with routine reviews, development of pictograms and cultural competence training for healthcare professionals.
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Affiliation(s)
- Sungwon Yoon
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Yu Heng Kwan
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
- Department of Internal Medicine, Singapore Health Services, Singapore, Singapore
| | | | - Zhui Ying Lim
- Population Health and Integrated Care Office (PHICO), Singapore General Hospital, Singapore, Singapore
| | - Jie Kie Phang
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Yu Xian Loo
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore, Singapore
| | - Junjie Aw
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore, Singapore
| | - Lian Leng Low
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
- Population Health and Integrated Care Office (PHICO), Singapore General Hospital, Singapore, Singapore
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore, Singapore
- Department of Family Medicine and Continuing Care, Singapore General Hospital, Singapore, Singapore
- SingHealth Duke-NUS Family Medicine Academic Clinical Program, Singapore, Singapore
- *Correspondence: Lian Leng Low,
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Self-Reported Medication Adherence Among Older People Admitted to Hospital: A Descriptive Study. Drugs Real World Outcomes 2023; 10:23-29. [PMID: 36703097 PMCID: PMC9944347 DOI: 10.1007/s40801-023-00352-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2023] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Poor medication adherence is prevalent among older people. To optimize therapeutic outcomes, it is crucial to understand the underlying causes and perceptions. OBJECTIVE We aimed to investigate the extent of self-reported medication adherence and associated factors among older people admitted to hospital. METHODS Individuals living at home aged ≥ 75 years with an emergency admission at a university hospital between September 2018 and September 2021 were included. Participants answered the Medication Adherence Report Scale (MARS-5) questionnaire upon admission regarding their prescribed long-term medications. Participants with a MARS-5 score of 23-25 were defined as adherent and with a score of 5-22 as nonadherent. A multivariable logistic regression analysis was performed to investigate possible factors independently associated with self-reported medication adherence. RESULTS A total of 261 individuals were included. The mean age was 84 years (standard deviation 5.7) and the mean MARS-5 score was 23.9 (standard deviation 1.8). Overall, 227 (87%) participants were classified as adherent to their prescribed treatment, while 34 (13%) participants were classified as nonadherent. Participants with cognitive impairment (odds ratio = 0.40, 95% confidence interval 0.18-0.90, p = 0.027) and depression (odds ratio = 0.29, 95% confidence interval 0.10-0.87, p = 0.028) had a lower odds of reporting adherence to their medications. CONCLUSIONS The majority of individuals aged ≥ 75 years who were recently hospitalized rated themselves as adherent to their prescribed medications according to MARS-5. Future studies would benefit from adding more possible explanatory factors and combining a self-reported assessment with a more objective measurement of medication adherence.
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Kwan YH, Ong ZQ, Choo DYX, Phang JK, Yoon S, Low LL. A Mobile Application to Improve Diabetes Self-Management Using Rapid Prototyping: Iterative Co-Design Approach in Asian Settings. Patient Prefer Adherence 2023; 17:1-11. [PMID: 36636285 PMCID: PMC9830050 DOI: 10.2147/ppa.s386456] [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: 08/16/2022] [Accepted: 12/07/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Diabetes is a global public health issue, causing burden on healthcare system and increasing risk of mortality. Mobile applications (apps) can be a promising approach to facilitate diabetes self-management. An increasingly utilized approach to facilitate engagement with mobile health (mHealth) technology is to involve potential users in the creation of the technology. OBJECTIVE The aim of this study was to use co-design for type 2 diabetes mellitus (T2DM) self-management mHealth development. METHODS Three rounds of iterative rapid prototyping panel sessions were conducted with a total of 9 T2DM participants in an Asian setting between Oct 2020 and April 2021. The participants were recruited through convenience sampling. For each round, feedback was gathered through qualitative interviews, and the feedback was used as a reference by the development team to develop and test a more refined version of the app in the next round. Transcribed semi-structured interview data was analyzed thematically using an inductive approach. RESULTS Participants' ages ranged from 40 to 69 years. Data saturation was reached, with no new themes emerging from the data. During the sessions, the participants expressed a variety of concerns and feedback on T2DM self-management using EMPOWER app and raised suggestions on the features of ideal T2DM self-management app. Important features include 1) reminders and notifications for medications, 2) Bluetooth integration with glucometers and blood pressure machines to minimize manual entry, 3) enlarged local food database including information on sugar content and recommendations for healthier options, 4) one touch for logging of routine medications and favorite foods, 5) export function for data sharing with physicians. Overall inputs concerned aspects such as user-friendliness of the app, customization possibilities, and educational content for the features in the mobile app. CONCLUSION In this study, we explored users' opinions on a T2DM self-management mobile app using co-design approach. This study adds to the growing body of literature on co-designing behavioral mHealth interventions and can potentially guide researchers in mobile app design for other chronic conditions.
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Affiliation(s)
- Yu Heng Kwan
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Internal Medicine Residency, SingHealth, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Zhi Quan Ong
- School of Computing, National University of Singapore, Singapore, Singapore
| | - Dawn Yee Xi Choo
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
| | - Jie Kie Phang
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Sungwon Yoon
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Lian Leng Low
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
- Population Health & Integrated Care Office (PHICO), Singapore General Hospital, Singapore, Singapore
- Department of Family Medicine and Continuing Care, Singapore General Hospital, Singapore, Singapore
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore, Singapore
- SingHealth Duke-NUS Family Medicine Academic Clinical Program, Singapore, Singapore
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22
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Bayane YB, Senbeta BS. Pattern of anti-epileptic medications nonadherence and associated factors at ambulatory clinic of Jimma Medical Center, Southwestern Ethiopia: A prospective observational study. SAGE Open Med 2023; 11:20503121231160817. [PMID: 36969722 PMCID: PMC10031813 DOI: 10.1177/20503121231160817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/13/2023] [Indexed: 03/19/2023] Open
Abstract
Objective: This study is designed to assess the pattern of nonadherence, and associated factors among ambulatory patients with epilepsy at Jimma Medical Center, Southwestern Ethiopia, from November 2020 to April 2021. Methods: A hospital-based prospective observational study was employed. A consecutive sampling method was used to recruit study participants. Nonadherence was assessed by the Hill–Bone compliance to the high blood pressure therapy scale. A threshold of 18 scores was used to classify adherence status. Epi-Data manager version 4.6 was used for data entry and all statistical analysis was performed by Statistical Package for Social Science 25.0. Multivariable logistic regression was performed to explore associated factors. Results: A survey included 334 patients with epilepsy. One hundred twenty-two (36.52%) of the study participants were found to be non-adherent. The factors associated with nonadherence were poor involvement of the patient in the therapeutic decision (adjusted odds ratio = 1.74; 95% confidence interval: 1.04–2.90; p = 0.034), per month income of lesser than1000 Ethiopian birr (adjusted odds ratio = 2.66; 95% confidence interval: 1.03–6.84; p = 0.042), recent seizure episodes (adjusted odds ratio = 1.97; 95% confidence interval: 1.20–3.23; p = 0.007), adverse drug reaction (AOR = 2.13; 95% confidence interval: 1.31–3.47; p = 0.002), and negative medication belief (adjusted odds ratio = 1.28; 95% confidence interval: 1.53–2.25; p = 0.043). Conclusions: In our setting, the magnitude of nonadherence was substantially high. Hence, providing regular health-related information about the disease and treatment, supplying free antiepileptic drugs, routine assessment of adverse drug reactions, and a multidisciplinary approach involving patients may improve adherence.
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Affiliation(s)
- Yadeta Babu Bayane
- Department of Pharmacy, College of Health Science, Mettu University, Mettu, Ethiopia
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23
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McCall SJ, El Khoury T, Salibi N, Abi Zeid B, El Haddad M, Alawieh MF, Abdulrahim S, Chaaya M, Ghattas H, Sibai AM. Development of a Prediction Model for the Management of Noncommunicable Diseases Among Older Syrian Refugees Amidst the COVID-19 Pandemic in Lebanon. JAMA Netw Open 2022; 5:e2231633. [PMID: 36227600 PMCID: PMC9561955 DOI: 10.1001/jamanetworkopen.2022.31633] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
IMPORTANCE Older Syrian refugees have a high burden of noncommunicable diseases (NCDs) and economic vulnerability. OBJECTIVES To develop and internally validate a predictive model to estimate inability to manage NCDs in older Syrian refugees, and to describe barriers to NCD medication adherence. DESIGN, SETTING, AND PARTICIPANTS This nested prognostic cross-sectional study was conducted through telephone surveys between September 2020 and January 2021. All households in Lebanon with Syrian refugees aged 50 years or older and who received humanitarian assistance from a nongovernmental organization were invited to participate. Refugees who self-reported having chronic respiratory disease (CRD), diabetes, history of cardiovascular disease (CVD), or hypertension were included in the analysis. Data were analyzed from November 2021 to March 2022. MAIN OUTCOMES AND MEASURES The main outcome was self-reported inability to manage any NCD (including CRD, CVD, diabetes, or hypertension). Predictors of inability to manage any NCD were assessed using logistic regression models. The model was internally validated using bootstrapping techniques, which gave an estimate of optimism. The optimism-adjusted discrimination is presented using the C statistic, and calibration of the model is presented using calibration slope (C slope). RESULTS Of 3322 older Syrian refugees, 1893 individuals (median [IQR] age, 59 [54-65] years; 1089 [57.5%] women) reported having at least 1 NCD, among whom 351 (10.6% overall; 18.6% of those with ≥1 NCD) had CRD, 781 (23.7% overall; 41.4% of those with ≥1 NCD) had diabetes, 794 (24.1% overall; 42.2% of those with ≥1 NCD) had history of CVD, and 1388 (42.3% overall; 73.6% of those with ≥1 NCD) had hypertension. Among individuals with NCDs, 387 participants (20.4%) were unable to manage at least 1 of their NCDs. Predictors for inability to manage NCDs were age, nonreceipt of cash assistance, household water insecurity, household food insecurity, and having multiple chronic diseases, with an adjusted C statistic of 0.650 (95% CI, 0.620-0.676) and C slope of 0.871 (95% CI, 0.729-1.023). The prevalence of nonadherence to medication was 9.2%, and the main reasons for nonadherence were unaffordability of medication (40.8%; 95% CI, 33.4%-48.5%) and the belief that they no longer required the medication after feeling better (22.4%; 95% CI, 16.4%-29.3%). CONCLUSIONS AND RELEVANCE In this cross-sectional study, the predictors of inability to manage NCDs among older Syrian refugees in Lebanon were mainly related to financial barriers. Context-appropriate assistance is required to overcome financial barriers and enable equitable access to medication and health care.
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Affiliation(s)
- Stephen J. McCall
- Center for Research on Population and Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Tanya El Khoury
- Center for Research on Population and Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Noura Salibi
- Center for Research on Population and Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Berthe Abi Zeid
- Center for Research on Population and Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Maria El Haddad
- Center for Research on Population and Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | | | - Sawsan Abdulrahim
- Department of Health Promotion and Community Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Monique Chaaya
- Department of Epidemiology and Population Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Hala Ghattas
- Center for Research on Population and Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Abla M. Sibai
- Department of Epidemiology and Population Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
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24
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Xu Y, Koh XH, Chua YTS, Tan CGI, Aloweni FAB, Yap BEJ, Tan PC, Chua X, Lim YKS, Oh HC, Teo SHS, Lim SF. The impact of community nursing program on healthcare utilization: A program evaluation. Geriatr Nurs 2022; 46:69-79. [DOI: 10.1016/j.gerinurse.2022.04.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Revised: 04/21/2022] [Accepted: 04/21/2022] [Indexed: 11/04/2022]
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25
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Ping Y, Visaria A, Suppiah SD, Tan YW, Malhotra R. Prevalence and correlates of medication reminder app ‘use and use intention’ among older adults. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 6:100150. [PMID: 35755719 PMCID: PMC9218158 DOI: 10.1016/j.rcsop.2022.100150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 04/20/2022] [Accepted: 06/03/2022] [Indexed: 11/27/2022] Open
Abstract
Background Medication adherence is relatively poor among older adults. Although there exist medication reminder apps, data on the prevalence and correlates of their ‘use and use intention’ by older adults are limited. Objective To examine the prevalence, and socio-demographic and health correlates of medication reminder app use and use intention among older adults in Singapore. Methods Data from a nationally representative survey of 2228 adults aged 62 years and above, who were taking at least one prescription medication, were analysed. Medication reminder app use (in the past one month) and use intention (in the next one month) were self-reported. Bivariate and multivariable logistic regression models were used to identify the correlates of medication reminder app use and use intention. Results The prevalence of medication reminder app use and use intention was low at 2.6% (comprising 0.5% for use and 2.1% for use intention). Age, ethnicity, education level, previous participation in information technology/computer-related courses, comorbidity, health literacy, medication adherence and polypharmacy were correlated with app use and use intention in multivariable analyses. Conclusion The very low prevalence of medication reminder app use and use intention among older adults in Singapore and identified correlates point to opportunities to increase the use of such apps.
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Affiliation(s)
- Yongjing Ping
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Abhijit Visaria
- Centre for Ageing Research and Education, Duke-NUS Medical School, Singapore
| | | | - Yi Wen Tan
- Centre for Ageing Research and Education, Duke-NUS Medical School, Singapore
| | - Rahul Malhotra
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Centre for Ageing Research and Education, Duke-NUS Medical School, Singapore
- Corresponding author at: Centre for Ageing Research and Education, Duke-NUS Medical School, Singapore, 8 College Road, Level 4, 169857, Singapore.
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26
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Li C, Lu K, Shi Q, Gong YQ. Predicting the individualized risk of nonadherence to zoledronic acid among osteoporosis patients receiving the first infusion of zoledronic acid: development and validation of new predictive nomograms. Ther Adv Chronic Dis 2022; 13:20406223221114214. [PMID: 35924011 PMCID: PMC9340933 DOI: 10.1177/20406223221114214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 06/30/2022] [Indexed: 11/16/2022] Open
Abstract
Introduction: Achieving optimal adherence to zoledronic acid (ZOL) among osteoporosis (OP) patients is a challenging task. Here, we aimed to develop and validate a precise and efficient prediction tool for ZOL nonadherence risk in OP patients. Methods: We prospectively collected and analyzed survey data from a clinical registry. A total of 1010 OP patients treated for the first time with ZOL in two separate hospitals were selected for nonadherence analysis. The evaluation included a 16-item ZOL Nonadherence Questionnaire and potential risk factors for ZOL nonadherence were assessed via univariate and multivariate analyses. We next developed and validated two distinct-stage nomograms. Discrimination, calibration, and clinical usefulness of the predicting models were assessed using the area under the curve (AUC), calibration curves, and decision curve analysis (DCA). Results: The total nonadherence rate was 20.30% after the first ZOL infusion. To generate a model predicting ZOL nonadherence risk, six predictors of 16 items were retained. Model 2 (AUC, 0.8486; 95% confidence interval [CI], 0.8171–0.8801) exhibited considerably more discrimination in desirable functional outcomes, relative to Model 1 (AUC, 0.7644; 95% CI, 0.7265–0.8024). The calibration curves displayed good calibration. DCA revealed that a cutoff probability of 5–54% (Model 1) and 1–85% (Model 2) indicated that the models were clinically useful. External validation also exhibited good discrimination and calibration. Conclusions: This study developed and validated two novel, distinct-stage prediction nomograms that precisely estimate nonadherence risk among OP patients receiving the first infusion of ZOL. However, additional evaluation and external validation are necessary prior to widespread implementation.
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Affiliation(s)
- Chong Li
- Department of Orthopedics, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, China
| | - Ke Lu
- Department of Orthopedics, Affiliated Kunshan Hospital of Jiangsu University, No. 91 West of Qianjin Road, Suzhou 215300, China
- Department of Orthopedics, Gusu School, Nanjing Medical University, Suzhou, China
| | - Qin Shi
- Department of Orthopedics, The First Affiliated Hospital of Soochow University, Orthopedic Institute of Soochow University, Suzhou, China
| | - Ya-qin Gong
- Department of Information, Affiliated Kunshan Hospital of Jiangsu University, Suzhou, China
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