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De Vito AN, Emrani S, Correia S, Coutinho MT, Lee A. Compensatory strategy use in diverse older adults with subjective cognitive complaints. Aging Ment Health 2024:1-8. [PMID: 38952264 DOI: 10.1080/13607863.2024.2367060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 06/06/2024] [Indexed: 07/03/2024]
Abstract
OBJECTIVES The current study aimed to evaluate the relationship between subjective cognitive complaints (SCC) and compensatory strategy (CS) use in a diverse sample of non-Latinx White (NLW), Black, and Latinx American older adults. METHOD 807 older adults (Mage = 65.38, 62.7% female) were recruited through Amazon's Mechanical Turk (MTurk) and Qualtrics Panel to complete questionnaires on SCC and CS use. Kruskall-Wallis tests were used to evaluate differences in SCC across groups given non-normal distributions. Analysis of variance (ANOVA) was used to evaluate group differences in CS use. The PROCESS macro for SPSS was used to examine whether demographic factors moderated the relationship between SCC and CS use. RESULTS NLWs reported higher levels of SCC and greater overall use of CS in comparison to Latinx and Black individuals. Several demographic and psychosocial factors including age, ethno-racial group, education, and anxiety level were found to be associated with CS use. Education was found to moderate the association between SCC and CS use. CONCLUSION Inconsistent with prior studies, our study found that NLWs reported the highest levels of SCC. CS were used across all racial/ethnic groups, but the frequency of CS use may be impacted by education level. While all education groups increased their CS in response to higher levels of SCC, this increase was more substantial for those with lower levels of education. Future work should consider individuals' cultural and educational background when examining SCC and/or developing CS-based intervention for the aging population.
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Affiliation(s)
- Alyssa N De Vito
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
- Butler Hospital Memory and Aging Program, Providence, RI, USA
| | - Sheina Emrani
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
- Butler Hospital Memory and Aging Program, Providence, RI, USA
| | - Stephen Correia
- Institute of Gerontology, University of Georgia, Athens, GA, USA
| | - Maria Teresa Coutinho
- Department of Counseling Psychology and Applied Human Development, Boston University, Boston, MA, USA
| | - Athene Lee
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
- Butler Hospital Memory and Aging Program, Providence, RI, USA
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Al-Saleh S, Lee J, Rogers W, Insel K. Translation of a Successful Behavioral Intervention to a Digital Therapeutic Self-Management System for Older Adults. ERGONOMICS IN DESIGN 2024; 32:5-13. [PMID: 38487251 PMCID: PMC10936698 DOI: 10.1177/10648046211066409] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024]
Abstract
Feature at a Glance: Nonadherence to hypertension medications is associated with negative health outcomes, which is of particular importance for older adults because of the high prevalence of hypertension in this population. To promote medication adherence among this group, we translated a behavioral intervention that improved adherence by 36% into a digital therapeutic self-management system. Design strategies included interviewing older adults, conducting usability evaluations after each iteration, and engaging a team of experts from nursing, cognitive psychology, pharmacy, human factors in aging, and software development. We outline our design process that can guide translation of other behavioral interventions into digital therapeutic platforms.
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Affiliation(s)
| | - Jeannie Lee
- Department of Pharmacy Practice & Science at the University of Arizona (UA) College of Pharmacy
- Division of Geriatrics, General Internal Medicine & Palliative Medicine at the UA College of Medicine
- Arizona Center on Aging
- Banner University Medical Center Geriatrics Clinic
| | - Wendy Rogers
- University of Illinois Urbana-Champaign
- McKechnie Family LIFE Home and the Health Technology Education Program
- Program Director of CHART (Collaborations in Health, Aging, Research, & Technology)
- Human Factors and Aging Laboratory
| | - Kathleen Insel
- Biobehavioral Health Science Division in the College of Nursing, University of Arizona
- University of Arizona Health Sciences Center sub-initiative "Next Generation Model of Health Aging."
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Laine M, Jylkkä J, Ritakallio L, Eräste T, Kangas S, Hering A, Zuber S, Kliegel M, Fellman D, Salmi J. Spontaneous memory strategies in a videogame simulating everyday memory tasks. Q J Exp Psychol (Hove) 2024; 77:611-625. [PMID: 37309805 PMCID: PMC10958750 DOI: 10.1177/17470218231183958] [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: 10/26/2022] [Revised: 04/24/2023] [Accepted: 05/01/2023] [Indexed: 06/14/2023]
Abstract
People can use different internal strategies to manage their daily tasks, but systematic research on these strategies and their significance for actual performance is still quite sparse. Here we examined self-reported internal strategy use with a 10-block version of the videogame EPELI (Executive Performance in Everyday LIving) in a group of 202 neurotypical adults of 18-50 years of age. In the game, participants perform lists of everyday tasks from memory while navigating in a virtual apartment. Open-ended strategy reports were collected after each EPELI task block, and for comparison also after an EPELI Instruction Recall task and a Word List Learning task assessing episodic memory. On average, 45% of the participants reported using some strategy in EPELI, the most common types being grouping (e.g., performing the tasks room by room), utilising a familiar action schema, and condensing information (e.g., memorising only keywords). Our pre-registered hypothesis on the beneficial effect of self-initiated strategy use gained support, as strategy users showed better performance on EPELI as compared with no strategy users. One of the strategies, grouping, was identified as a clearly effective strategy type. Block-by-block transitions suggested gradual stabilisation of strategy use over the 10 EPELI blocks. The proneness to use strategies showed a weak but reliable association between EPELI and Word List Learning. Overall, the present results highlight the importance of internal strategy use for understanding individual differences in memory performance, as well as the potential benefit for internal strategy employment when faced with everyday memory tasks.
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Affiliation(s)
- Matti Laine
- Department of Psychology, Åbo Akademi University, Turku, Finland
| | - Jussi Jylkkä
- Department of Psychology, Åbo Akademi University, Turku, Finland
| | - Liisa Ritakallio
- Department of Psychology, Åbo Akademi University, Turku, Finland
| | - Tilda Eräste
- Department of Psychology, Åbo Akademi University, Turku, Finland
| | - Suvi Kangas
- Department of Psychology, University of Helsinki, Helsinki, Finland
| | - Alexandra Hering
- Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands
- Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Sascha Zuber
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
- Swiss National Centre of Competence in Research LIVES—Overcoming Vulnerability: Life Course Perspectives, Lausanne & Geneva, Switzerland
| | - Matthias Kliegel
- Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Geneva, Switzerland
| | - Daniel Fellman
- Department of Psychology, Åbo Akademi University, Turku, Finland
| | - Juha Salmi
- Department of Psychology, University of Helsinki, Helsinki, Finland
- Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland
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Salave S, Patel P, Desai N, Rana D, Benival D, Khunt D, Thanawuth K, Prajapati BG, Sriamornsak P. Recent advances in dosage form design for the elderly: a review. Expert Opin Drug Deliv 2023; 20:1553-1571. [PMID: 37978899 DOI: 10.1080/17425247.2023.2286368] [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: 09/17/2023] [Accepted: 11/17/2023] [Indexed: 11/19/2023]
Abstract
INTRODUCTION With the increase in the elderly population and the prevalence of multiple medical conditions, medication adherence, and efficacy have become crucial for the effective management of their health. The aging population faces unique challenges that need to be addressed through advancements in drug delivery systems and formulation technologies. AREAS COVERED The current review highlights the recent advances in dosage form design for older individuals, with consideration of their specific physiological and cognitive changes. Various dosage forms, such as modified-release tablets/capsules, chewable tablets, and transdermal patches, can be tailored to meet the specific needs of elderly patients. Advancements in drug delivery systems, such as nanotherapeutics, additive manufacturing (three-dimensional printing), and drug-food combinations, improve drug delivery and efficacy and overcome challenges, such as dysphagia and medication adherence. EXPERT OPINION Regulatory guidelines and considerations are crucial in ensuring the safe utilization of medications among older adults. Important factors to consider include geriatric-specific guidelines, safety considerations, labeling requirements, clinical trial considerations, and adherence and accessibility considerations.
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Affiliation(s)
- Sagar Salave
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Ahmedabad, India
| | - Pranav Patel
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Ahmedabad, India
| | - Nimeet Desai
- Department of Biomedical Engineering, Indian Institute of Technology Hyderabad, Kandi, India
| | - Dhwani Rana
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Ahmedabad, India
| | - Derajram Benival
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Ahmedabad, India
| | - Dignesh Khunt
- Graduate School of Pharmacy, Gujarat Technological University, Gandhinagar, Gujarat, India
| | | | - Bhupendra G Prajapati
- Shree S. K. Patel College of Pharmaceutical Education and Research, Ganpat University, Mehsana, India
| | - Pornsak Sriamornsak
- Faculty of Pharmacy, Silpakorn University, Nakhon Pathom, Thailand
- Academy of Science, The Royal Society of Thailand, Bangkok, Thailand
- Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
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Pratiwi H, Kristina SA, Widayanti AW, Prabandari YS, Kusuma IY. A Systematic Review of Compensation and Technology-Mediated Strategies to Maintain Older Adults' Medication Adherence. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:803. [PMID: 36613130 PMCID: PMC9819645 DOI: 10.3390/ijerph20010803] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 12/24/2022] [Accepted: 12/28/2022] [Indexed: 06/16/2023]
Abstract
Elderly medication adherence is a challenge in health care. The elderly are often at higher risk for non-adherence, and more likely to be on multiple prescription medications for many comorbidities. This systematic review aimed to explore the current strategies for maintaining older adults' medication adherence with compensation and technology-mediated strategies. We conducted a systematic review to examine related articles published in the PubMed, Web of Science, and Scopus databases, as well as Google Scholar for additional reference sources by cross-reference review. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were used to guide this review. A total of 217 articles were screened, and 27 studies fulfilled the inclusion criteria. Older adults applied a variety of methods to maintain or enhance their medication adherence. Three studies indicated compensation strategies, 19 studies reported technological assistance, two studies used other strategies (community-offered help or caregivers help), and three studies used a combination of compensation with another strategy or technology. Studies identified various compensation- and technology-based strategies carried out by older adults to help remind them to take medication. This review identified potential benefits of technology and compensation strategy implementation in older adults to increase medication adherence. Although we are conscious of the heterogeneity of the included studies, it remains challenging to determine which elements underpin the most effective approaches.
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Affiliation(s)
- Hening Pratiwi
- Doctoral Program in Pharmacy, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
- Department of Pharmacy, Faculty of Health Sciences, Jenderal Soedirman University, Purwokerto 53122, Indonesia
| | - Susi Ari Kristina
- Department of Pharmaceutics, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
| | - Anna Wahyuni Widayanti
- Department of Pharmaceutics, Faculty of Pharmacy, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
| | - Yayi Suryo Prabandari
- Department of Health Behavior, Environment, and Social Medicine, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia
| | - Ikhwan Yuda Kusuma
- Pharmacy Study Program, Faculty of Health, Universitas Harapan Bangsa, Purwokerto 53182, Indonesia
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Gualtieri L, Shaveet E, Estime B, Patel A. The role of home medication storage location in increasing medication adherence for middle-aged and older adults. Front Digit Health 2022; 4:999981. [PMID: 36405415 PMCID: PMC9671937 DOI: 10.3389/fdgth.2022.999981] [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: 07/21/2022] [Accepted: 10/11/2022] [Indexed: 11/06/2022] Open
Abstract
Background Over 50% of US adults do not take their prescriptions as prescribed, which is responsible for 33%–69% of hospital admissions and 125,000 deaths annually. Given the higher prevalence of prescription drug use among middle-aged and older adult populations, promoting medication adherence is of particular importance with these age groups. Two speculated facilitators of medication adherence are home medication storage location and the use of digital health devices. Objective Our objective was to use survey data to investigate the associations between medication storage location and medication adherence among adults 40 years and older. Additionally, we aimed to report preliminary findings about the associations between use of devices and medication adherence in this same population. Methods We conducted primary analysis of data sampled from a home medication management survey deployed in November 2021 (n = 580). We conducted exploratory analyses by way of chi2 tests and creation of bivariate logistic regression models. Results The most commonly used storage locations by our sample were nightstand drawers (27%), kitchen cabinets (25%), and atop bedroom nightstands (23%). Several medication storage locations were significantly associated with decreased odds of having ever forgotten to take a medication, including kitchen drawers, in refrigerators, atop bedroom nightstands, in nightstand drawers, and backpacks, purses, or bags. Two home medication storage locations were significantly associated with increased odds of having ever forgotten to take a medication: kitchen cabinets and bathroom vanities. Further, most (94%) survey respondents indicated they would be receptive to guidance about where to store their medications. Conclusions Given that some home medication storage locations are associated with adherence, an intervention to guide storage location selection may support increased adherence, especially with high receptivity expressed for such guidance. Increased adherence may also accrue from device usage paired with optimized home medication storage location. We plan to investigate that further, as well as how new device designs can incorporate contextual cues related to location to promote medication adherence more effectively in middle aged and older adults.
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A Participatory Sensing Study to Understand the Problems Older Adults Faced in Developing Medication-Taking Habits. Healthcare (Basel) 2022; 10:healthcare10071238. [PMID: 35885764 PMCID: PMC9323283 DOI: 10.3390/healthcare10071238] [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: 05/08/2022] [Revised: 06/20/2022] [Accepted: 06/23/2022] [Indexed: 11/17/2022] Open
Abstract
Past research has demonstrated that older adults tend to use daily activities as cues to remember to take medications. However, they may still experience medication non-adherence because they did not select adequate contextual cues or face situations that interfere with their medication routines. This work addresses two research questions: (1) How does the association that older adults establish between their daily routines and their medication taking enable them to perform it consistently? (2) What problems do they face in associating daily routines with medication taking? For 30 days, using a mixed-methods approach, we collected quantitative and qualitative data from four participants aged 70–73 years old about their medication taking. We confirm that older adults who matched their medication regimens to their habitual routines obtained better results on time-based consistency measures. The main constraints for using daily routines as contextual cues were the insertion of medication taking into broad daily routines, the association of multiple daily routines with medication taking, the lack of strict daily routines, and the disruption of daily routines. We argue that the strategies proposed by the literature for forming medication-taking habits should support their formulation by measuring patients’ dosage patterns and generating logs of their daily activities.
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Lau CLL, Hor CY, Ong ST, Roslan MF, Beh XY, Permal D, Rama S. Home medication management problems and associated factors among psychiatric patients using home care pharmacy services at government hospitals in western Malaysia. BMC Health Serv Res 2022; 22:726. [PMID: 35650614 PMCID: PMC9157038 DOI: 10.1186/s12913-022-08069-0] [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: 11/03/2021] [Accepted: 05/10/2022] [Indexed: 11/23/2022] Open
Abstract
Background Proper home medication management plays a role in improving medication adherence, preserving drug efficacy and ensuring safe medication practices, which is crucial to establish positive treatment outcomes. However, no published studies are available on home medication management among psychiatric patients. The study aimed to identify home medication management problems among psychiatric patients in Malaysia and to examine the associations of inappropriate medication storage and lack of a medication administration schedule with sociodemographic factors, disease insight, number of medications and type of home care pharmacy services (HCPS). Methods This multicentre cross-sectional study was conducted among psychiatric patients using HCPS in six government hospitals in western Malaysia. Data were extracted from the HCPS form used for each visit as per the protocol published by the Pharmaceutical Services Division, Ministry of Health Malaysia. A minimum sample size of 169 was needed. Proportional random sampling was applied. The associations of inappropriate medication storage and lack of medication administration schedule with study parameters were analysed using multiple logistic regressions. Results A total of 205 home visits were conducted with 229 home medication management problems identified; inappropriate medication storage and lack of medication administration schedule topped the list. Inappropriate medication storage was significantly associated with low income [AOR = 4.34 (95% CI 1.17:15.98), p = 0.027], alcohol consumption [AOR = 14.26 (95% CI 1.82:111.38), p = 0.011], poor insight [AOR = 2.34 (95% CI 1.08:5.06), p = 0.030] and part-time HCPS [AOR = 2.60 (95% CI 1.20:5.67), p = 0.016]. Lack of administration schedule was significantly associated with low income [AOR = 6.90 (95% CI 1.46:32.48), p = 0.014], smoking [AOR = 2.43 (95% CI 1.20:4.92), p = 0.013], poor insight [AOR = 5.32 (95% CI 2.45:11.56), p < 0.05] and part-time HCPS [AOR = 2.96 (95% CI 1.42:6.15), p = 0.004]. Conclusions Inappropriate medication storage and a lack of a medication administration schedule are common among psychiatric patients. The study also highlighted the potential of HCPS to improve disease insight and home medication management among psychiatric patients if the service is utilized fully.
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Affiliation(s)
- Christine Li Ling Lau
- Pharmacy Department, Bahagia Ulu Kinta Hospital, Ministry of Health Malaysia, Jalan Besar, 31250, Tanjung Rambutan, Perak, Malaysia.
| | - Cheah Yen Hor
- Pharmacy Department, Seri Manjung Hospital, Ministry of Health Malaysia, Seri Manjung, Perak, Malaysia
| | - Siew Ting Ong
- Pharmacy Department, Teluk Intan Hospital, Ministry of Health Malaysia, Teluk Intan, Perak, Malaysia
| | - Muhammad Fadhlullah Roslan
- Pharmacy Department, Raja Permaisuri Bainun Hospital, Ministry of Health Malaysia, Ipoh, Perak, Malaysia
| | - Xin Yi Beh
- Pharmacy Department, Taiping Hospital, Ministry of Health Malaysia, Taiping, Perak, Malaysia
| | - Dashnilatha Permal
- Pharmacy Department, Slim River Hospital, Ministry of Health Malaysia, Slim River, Perak, Malaysia
| | - Shamini Rama
- Pharmacy Department, Raja Permaisuri Bainun Hospital, Ministry of Health Malaysia, Ipoh, Perak, Malaysia
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Albert V, Baumgartner PC, Hersberger KE, Arnet I. How do elderly outpatients manage polypharmacy including DOAC - A qualitative analysis highlighting a need for counselling. Res Social Adm Pharm 2021; 18:3019-3026. [PMID: 34393080 DOI: 10.1016/j.sapharm.2021.07.027] [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: 04/07/2021] [Revised: 07/30/2021] [Accepted: 07/30/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Patients with polypharmacy are challenged with the management of their daily medication. Medication management strategies for direct oral anticoagulants (DOAC) are especially important to guarantee medication adherence and to prevent thromboembolic events. Patients are often left alone with finding an appropriate strategy. OBJECTIVE(S) To explore medication management strategies, to measure adherence to DOAC with the aim of deducing recommendations for practice. METHODS Face-to-face semi-structured interviews were conducted at the home of outpatients who were taking ≥4 medications daily including a DOAC, and self-managing their medication. A small electronic device (Time4Med™) was given to record medication intake during the four following weeks. During a second home visit, participants saw a graph of their medication intake as dot chart, and obtained a feedback. Interviews were transcribed verbatim and thematically analysed. Medication adherence was calculated with electronic data. RESULTS Eighteen individuals (61.1% female; median age 77.5 years) were interviewed and reported 30 different medication management strategies, together with triggers, advantages and limitations. They combined at least five strategies, composed of internal (memory-based) and external (packaging-based or intake-based) strategies. The number of strategies was neither associated with the number of medications nor with medication adherence. Taking adherence was <100% for eight patients (44.4%). The inability of any medication management strategy to adapt to ageing and cognitive decline emerged as its most dramatic limitation, especially because individuals would fail to notice when their strategy became unsuited. CONCLUSIONS Elderly patients develop manifold medication management strategies, which can inspire future medication users. Limitations are present such as forgetting medication intake in spite of a management strategy. The moment to adapt the strategy to ageing or cognitive decline is crucial and often goes unnoticed. It is therefore decisive that healthcare professionals regularly re-evaluate the appropriateness of the medication management strategies during counselling or ideally during home visits.
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Affiliation(s)
- Valerie Albert
- Pharmaceutical Care Research Group, Department of Pharmaceutical Sciences, University of Basel, Petersplatz 14, P.O. Box 2148, 4001, Basel, Switzerland.
| | - Pascal C Baumgartner
- Pharmaceutical Care Research Group, Department of Pharmaceutical Sciences, University of Basel, Petersplatz 14, P.O. Box 2148, 4001, Basel, Switzerland.
| | - Kurt E Hersberger
- Pharmaceutical Care Research Group, Department of Pharmaceutical Sciences, University of Basel, Petersplatz 14, P.O. Box 2148, 4001, Basel, Switzerland.
| | - Isabelle Arnet
- Pharmaceutical Care Research Group, Department of Pharmaceutical Sciences, University of Basel, Petersplatz 14, P.O. Box 2148, 4001, Basel, Switzerland.
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Sumida CA, Lopez FV, Van Etten EJ, Whiteley N, Moore RC, Litvan I, Lessig S, Gilbert PE, Schmitter-Edgecombe M, Filoteo JV, Schiehser DM. Medication Management Performance in Parkinson’s Disease: Examination of Process Errors. Arch Clin Neuropsychol 2021; 36:1307-1315. [DOI: 10.1093/arclin/acab004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/19/2021] [Indexed: 11/13/2022] Open
Abstract
Abstract
Objective
Individuals with Parkinson’s disease (PD) are at risk for increased medication mismanagement, which can lead to worse clinical outcomes. However, the nature of the errors (i.e., undertaking or overtaking medications) contributing to mismanagement and their relationship to cognition in PD is unknown. Therefore, this study sought to examine errors committed on the Medication Management Ability Assessment (MMAA) between PD participants with normal cognition (PD-NC) or mild cognitive impairment (PD-MCI) relative to healthy adults (HA).
Method
HA (n = 74), PD-NC (n = 102), and PD-MCI (n = 45) participants were administered the MMAA to assess undertaking, overtaking, and overall errors as well as overall performance (total score). Additionally, participants were administered a comprehensive neuropsychological battery from which cognitive composites of Attention, Learning, Memory, Language, Visuospatial, and Executive Functioning were derived.
Results
Separate negative binomial regression analyses indicated the PD-MCI group performed significantly worse overall on the MMAA (total score) and committed more undertaking and overall errors relative to HA and PD-NC. In the PD-MCI group, poorer MMAA performance was associated with worse delayed memory performance, whereas cognitive performance was not related to MMAA in HA or PC-NC.
Conclusion
Compared to PD and healthy adults with normal cognition, PD-MCI patients exhibited greater difficulty with medication management, particularly with undertaking medications. Poorer medication management in PD-MCI was associated with worse delayed recall. Thus, PD-MCI patients experiencing memory problems may require additional assistance with their medications. Findings have clinical relevance suggesting that objective measures of medication errors may assist clinicians in identifying PD patients needing adherence strategies.
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Affiliation(s)
- Catherine A Sumida
- Department of Psychology, Washington State University, Pullman, WA 99164-4820, USA
| | - Francesca V Lopez
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL 32610, USA
| | - Emily J Van Etten
- Department of Psychology, University of Arizona, Tucson, AZ, 85721, USA
| | - Nicole Whiteley
- Research Service, Veterans Administration San Diego Healthcare System, San Diego, CA, 92161, USA
| | - Raeanne C Moore
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
| | - Irene Litvan
- Department of Neurosciences, University of California San Diego, La Jolla, CA 92093, USA
| | - Stephanie Lessig
- Department of Neurosciences, University of California San Diego, La Jolla, CA 92093, USA
- Neurology Service, Veterans Administration San Diego Healthcare System, San Diego, CA, 92161, USA
| | - Paul E Gilbert
- Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California San Diego, San Diego, Department of Psychology, San Diego State University, San Diego, CA 92182-4611, USA
| | | | - J Vincent Filoteo
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
- Department of Neurosciences, University of California San Diego, La Jolla, CA 92093, USA
- Psychology Service, Veterans Administration San Diego Healthcare System, San Diego, CA, 92161, USA
| | - Dawn M Schiehser
- Research Service, Veterans Administration San Diego Healthcare System, San Diego, CA, 92161, USA
- Department of Psychiatry, University of California San Diego, San Diego, CA 92093, USA
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Stawarz K, Gardner B, Cox A, Blandford A. What influences the selection of contextual cues when starting a new routine behaviour? An exploratory study. BMC Psychol 2020; 8:29. [PMID: 32228721 PMCID: PMC7106637 DOI: 10.1186/s40359-020-0394-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 03/05/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Contextual cues play an important role in facilitating behaviour change. They not only support memory but may also help to make the new behaviour automatic through the formation of new routines. However, previous research shows that when people start a new behaviour, they tend to select cues that lack effectiveness for prompting behaviour. Therefore, it is important to understand what influences cue selection, as this can help to identify acceptable cues, which in turn could inform future behaviour change interventions to help people select cues that best fit their context and so ensure continued repetition. METHODS We conducted a qualitative study to investigate what cues people select, how, and what influences their decisions. We recruited 39 participants and asked them to take vitamin C tablets daily for 3 weeks and later interviewed them about their experience. Quantitative habit strength and memory measures were taken for descriptive purposes. RESULTS Cue selection was primarily influenced by a desire to minimise effort, e.g. keeping related objects at hand or in a visible place; prior experience with similar behaviours (regardless of whether the cues used in the past were reliable or not); and beliefs about effective approaches. In addition, we found that suboptimal remembering strategies involved reliance on a single cue and loosely defined plans that do not specify cues. Moreover, for many participants, identifying optimal cues required trial and error, as people were rarely able to anticipate in advance what approach would work best for them. CONCLUSIONS Future behaviour change interventions that rely on routine behaviours might fruitfully include the provision of educational information regarding what approaches are suboptimal (single factors, vaguely defined plans) and what is most likely to work (combining multiple clearly defined cues). They should also assess people's existing beliefs about how to best remember specific behaviours as such beliefs can either enhance or inhibit the cues they select. Finally, interventions should account for the fact that early failures to remember are part of the process of developing a reliable remembering strategy and to be expected.
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Affiliation(s)
- Katarzyna Stawarz
- Bristol Interaction Group, University of Bristol, Queen's Building, University Walk, Bristol, BS8 1TR, UK.
| | - Benjamin Gardner
- Department of Psychology, King's College London, Denmark Hill, London, SE5 8AF, UK
| | - Anna Cox
- UCL Interaction Centre, University College London, Gower Street, London, WC1E 6EA, UK
| | - Ann Blandford
- UCL Interaction Centre, University College London, Gower Street, London, WC1E 6EA, UK
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Shaked D, Sunderaraman P, Piscitello J, Cines S, Hale C, Devanand D, Karlawish J, Cosentino S. Modification of everyday activities and its association with self-awareness in cognitively diverse older adults. PLoS One 2019; 14:e0222769. [PMID: 31697690 PMCID: PMC6837494 DOI: 10.1371/journal.pone.0222769] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Accepted: 09/06/2019] [Indexed: 01/05/2023] Open
Abstract
Cognitive impairment (CI) in older adults is frequently accompanied by difficulty performing complex everyday activities (e.g., managing finances). However, it is unclear if and how older adults with CI modify their activities (i.e., Do individuals continue, monitor, seek help with, change their approach to, or stop different activities?). In the current study, we examined if older adults with CI are concerned about their ability to carry out complex activities, if and how they modify activities based on their concern, and the factors associated with activity modification. We hypothesized that older adults with CI will more frequently be concerned about, and modify, everyday activities than cognitively healthy (HE) older adults, and that higher awareness of memory loss in the CI group would relate to more frequent modification. The sample included 81 older adults (51 HEs; mean age 70.02 (7.34) and 30 CI; mean age 75.97 (8.12)). Compared to HEs, the CI group reported having more concern about, F(3,77) = 5.50, p = 0.02, and modifying a greater number of activities, F(3,77) = 5.02, p = 0.03. Medication management (30%) and completing taxes (33.3%) were among the most frequently modified activities for the CI and HE groups, respectively. In the CI group, higher memory awareness was associated with more concern (r = .53, p = .005) and activity modification (r = 0.55, p = .003). Findings provide novel information about how cognitively diverse older adults navigate complex activities in daily life. We propose a preliminary theoretical model by which self-awareness may influence navigation of everyday activities in the context of CI.
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Affiliation(s)
- Danielle Shaked
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
- Department of Psychology, University of Maryland, Baltimore County, Baltimore, MD, United States of America
| | - Preeti Sunderaraman
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
- Gertrude. H. Sergievsky Center, Columbia University Medical Center, New York, NY, United States of America
- Department of Neurology, Columbia University Medical Center, New York, NY, United States of America
| | - Jennifer Piscitello
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
| | - Sarah Cines
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
| | - Christiane Hale
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
- Gertrude. H. Sergievsky Center, Columbia University Medical Center, New York, NY, United States of America
| | - Davangere Devanand
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
- Department of Neurology, Columbia University Medical Center, New York, NY, United States of America
- Division of Geriatric Psychiatry, Department of Psychiatry, Columbia University Medical Center and New York State Psychiatric Institute, New York, NY, United States of America
| | - Jason Karlawish
- Healthy Brain Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, United States of America
| | - Stephanie Cosentino
- Cognitive Neuroscience Division of the Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, NY, United States of America
- Gertrude. H. Sergievsky Center, Columbia University Medical Center, New York, NY, United States of America
- Department of Neurology, Columbia University Medical Center, New York, NY, United States of America
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Tomaszewski Farias S, Schmitter-Edgecombe M, Weakley A, Harvey D, Denny KG, Barba C, Gravano JT, Giovannetti T, Willis S. Compensation Strategies in Older Adults: Association With Cognition and Everyday Function. Am J Alzheimers Dis Other Demen 2018; 33:184-191. [PMID: 29357670 PMCID: PMC10852491 DOI: 10.1177/1533317517753361] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND/RATIONALE Compensation strategies may contribute to greater resilience among older adults, even in the face of cognitive decline. This study sought to better understand how compensation strategy use among older adults with varying degrees of cognitive impairment impacts everyday functioning. METHODS In all, 125 older adults (normal cognition, mild cognitive impairment, dementia) underwent neuropsychological testing, and their informants completed questionnaires regarding everyday compensation and cognitive and functional abilities. RESULTS Cognitively normal and mild cognitive impairment older adults had greater levels of compensation use than those with dementia. Higher levels of neuropsychological functioning were associated with more frequent compensation use. Most importantly, greater frequency of compensation strategy use was associated with higher levels of independence in everyday function, even after accounting for cognition. CONCLUSION Use of compensation strategies is associated with higher levels of functioning in daily life among older adults. Findings provide strong rational for development of interventions that directly target such strategies.
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Affiliation(s)
| | | | - Alyssa Weakley
- Department of Psychology, Washington State University, Pullman, WA, USA
| | - Danielle Harvey
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, CA, USA
| | - Katherine G. Denny
- Department of Neurology, School of Medicine, University of California, Davis, CA, USA
| | - Cheyanne Barba
- Department of Neurology, School of Medicine, University of California, Davis, CA, USA
| | - Jason T. Gravano
- Department of Neurology, School of Medicine, University of California, Davis, CA, USA
| | | | - Sherry Willis
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
- Department of Radiology, Integrated Brain Imaging Center (IBIC), University of Washington, Seattle, WA
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Abstract
BACKGROUND Memory strategies help seniors remember information that is essential for the performance of their daily activities and contribute to their independence in the context of declining memory skills. This study aimed to analyze the categories, the diversity, and relevance of memory strategies known by seniors, and to identify individual characteristics that correlated with these variables. METHODS The sample consisted of 294 participants aged 60 and over who decided to take part in a cognitive vitality promotion program. An adapted version of the memory situation questionnaire (Troyer, 2001) was administered to identify the memory strategies that seniors would use in five daily life situations. A scoring grid, also adapted from the questionnaire's original version (Troyer, 2001), was used to quantify the relevance of the strategies that were reported by participants. RESULTS All participants mentioned at least once that they would use a strategy from the physical category of memory strategies. Out of a possible range of 26 strategies, participants answered an average of 6.14 (SD = 1.7) different answers across the five situations. Based on expert consensus, 67.7% of the mentioned memory strategies were relevant. Diversity and relevance were significantly higher when trying to remember appointments, things to bring or phone numbers (p ≤ 0.05). The level of education, cognitive skills, and participation in leisure activities were related to diversity and relevance of reported strategies. CONCLUSIONS Seniors know various and relevant memory strategies to perform daily activities. The advantages of integrating strategies that they already know in cognitive health promotion programs should be considered in further studies.
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Blocker KA, Insel KC, Koerner KM, Rogers WA. Understanding the Medication Adherence Strategies of Older Adults with Hypertension. ACTA ACUST UNITED AC 2017. [DOI: 10.1177/1541931213601498] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Many older adults are living with at least one chronic disease and must adhere to prescribed medication to mitigate and control its impact. Hypertension is one chronic disease that affects a significant portion of the world’s population, especially older adults, and is responsible for a high number of annual deaths. It is asymptomatic, meaning that there are no perceptible symptoms and, as such, older adults may struggle with adhering to their prescribed antihypertensive medications. How one internalizes the disease may influence the degree of success in managing the condition. The current study analyzed archival data from a multifaceted prospective memory intervention for older adults with hypertension who were nonadherent to their medication. We coded their responses to self-management interview questions to identify the common themes regarding the knowledge and sense of control the older adults held relevant to managing their illness. Participants’ responses revealed how they internalized hypertension and their medication, as well as the strategies and goals they reportedly used to manage the illness. The association strategy was found to be the most commonly used within participants’ routines. In addition, many participants expressed a general lack of knowledge about the disease or their medication, and their goals regarding hypertension management were general and inexplicit (e.g., “to reduce their blood pressure). This information informs the design of more effective and longer-lasting interventions geared toward significantly improving the medication adherence of older adults diagnosed with hypertension.
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Stawarz K, Rodríguez MD, Cox AL, Blandford A. Understanding the use of contextual cues: design implications for medication adherence technologies that support remembering. Digit Health 2016; 2:2055207616678707. [PMID: 29942574 PMCID: PMC6001179 DOI: 10.1177/2055207616678707] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Accepted: 10/19/2016] [Indexed: 11/22/2022] Open
Abstract
Objective Forgetfulness is one of the main reasons of unintentional medication non-adherence. Adherence technologies that help people remember to take their medications on time often do not take into account the context of people’s everyday lives. Existing evidence that highlights the effectiveness of remembering strategies that rely on contextual cues is largely based on research with older adults, and thus it is not clear whether it can be generalized to other populations or used to inform the design of wider adherence technologies that support medication self-management. Understanding how younger populations currently remember medications can inform the design of future adherence technologies that take advantage of existing contextual cues to support remembering. Methods We conducted three surveys with a total of over a thousand participants to investigate remembering strategies used by different populations: women who take oral contraception, parents and carers who give antibiotics to their children, and older adults who take medications for chronic conditions. Results Regardless of the population or the type of regimen, relying on contextual cues—routine events, locations, and meaningful objects—is a common and often effective strategy; combinations of two or more types of cues are more effective than relying on a single cue. Conclusions To effectively support remembering, adherence technologies should help users recognize contextual cues they already have at their disposal and reinforce relevant cues available in their environment. We show that, given the latest developments in technology, such support is already feasible.
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Affiliation(s)
| | - Marcela D Rodríguez
- Faculty of Engineering, Universidad Autónoma Baja California, Mexicali, Mexico
| | - Anna L Cox
- UCL Interaction Centre, University College London, UK
| | - Ann Blandford
- UCL Interaction Centre, University College London, UK
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Watson SJ, Aldus CF, Bond C, Bhattacharya D. Systematic review of the health and societal effects of medication organisation devices. BMC Health Serv Res 2016; 16:202. [PMID: 27381448 PMCID: PMC4933998 DOI: 10.1186/s12913-016-1446-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2015] [Accepted: 06/07/2016] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Suboptimal medication adherence is a significant threat to public health and resources. Devices that organise weekly doses by time and day are commonly used to reduce unintentional non-adherence. However, there is limited evidence to support their use. This systematic review was conducted to evaluate current evidence for their efficacy, safety and costs. METHODS A pre-defined search of electronic databases from inception to January 2013 augmented with hand-searching was conducted. No limits were placed on publication date. Studies that compared organisation devices used by patients administering their own medication with standard medication packaging regardless of study design were eligible for inclusion. Studies that solely explored dispensing aspects of organisation devices were included whether or not they compared this to standard care. Screening of articles for inclusion and data extraction were completed independently by two reviewers with disagreements resolved by discussion. Outcomes were categorised into impact on health, medication adherence, healthcare utilisation, dispensing errors, supply procedures and costs. Risk of bias was also assessed. RESULTS Seventeen studies met the inclusion criteria. Health outcomes were investigated in seven studies of which three reported a positive effect associated with organisation devices. Medication adherence was reported in eight studies of which three reported a positive effect. Three studies reported health care utilisation data but overall results are inconclusive. No optimal dispensing or supply procedures were identified. Economic assessment of the impact of organisation devices is lacking. All studies were subject to a high risk of bias. CONCLUSIONS Evidence regarding the effects of medication organisation devices was limited, and the available evidence was susceptible to a high risk of bias. Organisation devices may help unintentional medication non-adherence and could improve health outcomes. There is a strong need for more studies that explore the impact of such devices on patients, and an equally pressing need for studies that explore the impacts on healthcare services. TRIAL REGISTRATION This systematic review is registered with PROSPERO (Registration number CRD42011001718 ).
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Affiliation(s)
- Steven James Watson
- />Department of Psychology, Fylde College, Lancaster University, Bailrigg, Lancaster LA1 4YF UK
| | - Clare Frances Aldus
- />School of Health Sciences, Edith Cavell Building, University of East Anglia, Norwich Research Park, Norfolk, NR4 7TJ UK
| | - Christine Bond
- />Centre of Academic Primary Care, University of Aberdeen, Foresterhill, Aberdeen, UK
| | - Debi Bhattacharya
- />School of Pharmacy, University of East Anglia, Norwich Research Park, Norfolk, NR4 7TJ UK
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Dickson VV, Knafl GJ, Riegel B. Predictors of medication nonadherence differ among black and white patients with heart failure. Res Nurs Health 2015; 38:289-300. [PMID: 25962474 DOI: 10.1002/nur.21663] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2015] [Indexed: 12/13/2022]
Abstract
Heart failure (HF) is a global public health problem, and outcomes remain poor, especially among ethnic minority populations. Medication adherence can improve heart failure outcomes but is notoriously low. The purpose of this secondary analysis of data from a prospective cohort comparison study of adults with heart failure was to explore differences in predictors of medication nonadherence by racial group (Black vs. White) in 212 adults with heart failure. Adaptive modeling analytic methods were used to model HF patient medication nonadherence separately for Black (31.7%) and White (68.3%) participants in order to investigate differences between these two racial groups. Of the 63 Black participants, 33.3% had low medication adherence, compared to 27.5% of the 149 White participants. Among Blacks, 16 risk factors were related to adherence in bivariate analyses; four of these (more comorbidities, lower serum sodium, higher systolic blood pressure, and use of fewer activities compensating for forgetfulness) jointly predicted nonadherence. In the multiple risk factor model, the number of risk factors in Black patients ranged from 0 to 4, and 76.2% had at least one risk factor. The estimated odds ratio for medication nonadherence was increased 9.34 times with each additional risk factor. Among White participants, five risk factors were related to adherence in bivariate analyses; one of these (older age) explained the individual effects of the other four. Because Blacks with HF have different and more risk factors than Whites for low medication adherence, interventions are needed that address unique risk factors among Black patients with HF.
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Affiliation(s)
- Victoria Vaughan Dickson
- Assistant Professor College of Nursing, New York University, 433 First Avenue, #742, New York, NY, 10010
| | - George J Knafl
- Professor School of Nursing, University of North Carolina, Chapel Hill, NC
| | - Barbara Riegel
- Professor and Edith Clemmer Steinbright Chair of Gerontology School of Nursing, University of Pennsylvania, Philadelphia, PA
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Carrillo I, Guilabert M, Pérez-Jover V, Mira JJ. [Assessment of two applications of medication self-management in older patients. Qualitative study]. ACTA ACUST UNITED AC 2015; 30:142-9. [PMID: 25843349 DOI: 10.1016/j.cali.2015.02.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 02/20/2015] [Accepted: 02/24/2015] [Indexed: 11/30/2022]
Abstract
INTRODUCTION The aging population and the growing use of technology are two realities of modern society. Developing tools to support medication self-management to polymedicated elderly may contribute to increase their safety. OBJECTIVE To know how patients polymedicated and older than 64 years manage dose their medication and assessment the utility of two medication self-management applications, specifically analyzing management systems, medication errors and positive and improvable aspects of each of the tools presented. PATIENTS AND METHODS Seven focal groups with 59 patients from associations and health departments were conducted. In such meetings, they received the applications and they were encouraged to use it. Then, a several group questions were asked them about their health status, how they managed their medication and their assessment about the applications. RESULTS Most participants reported to use memory strategies to take correctly their medication. They assessed positively the applications although some of them showed resistance to incorporate it in their daily routine. The simple interface and ease of use were the characteristics of the applications most appreciated by patients. CONCLUSIONS Is possible to foster among elderly patients the use of technological tools to support the proper administration of medications with purpose is to decrease errors and increase safety. When designing health applications is necessary to take into account the preferences of those who are targeted.
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Affiliation(s)
- I Carrillo
- Universidad Miguel Hernández, Elche, Alicante, España.
| | - M Guilabert
- Universidad Miguel Hernández, Elche, Alicante, España
| | - V Pérez-Jover
- Universidad Miguel Hernández, Elche, Alicante, España
| | - J J Mira
- Universidad Miguel Hernández, Elche, Alicante, España; Departamento de Salud Alicante-Sant Joan d'Alacant, Conselleria de Sanitat, Alicante, España; Red de Investigación en Servicios de Salud En Enfermedades Crónicas (REDISSEC), España
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Jones JH, Treiber LA, Jones MC. Intervening at the Intersection of Medication Adherence and Health Literacy. J Nurse Pract 2014. [DOI: 10.1016/j.nurpra.2014.06.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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