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Dai H, Li Y, Liu Z, Zhao L, Wu Z, Song S, Ye S, Zhu D, Li X, Li S, Yao X, Shi L, Peng TQ, Li Q, Chen Z, Zhang D, Liu T, Mai G. AD-AutoGPT: An autonomous GPT for Alzheimer's disease infodemiology. PLOS GLOBAL PUBLIC HEALTH 2025; 5:e0004383. [PMID: 40334220 PMCID: PMC12058166 DOI: 10.1371/journal.pgph.0004383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 02/15/2025] [Indexed: 05/09/2025]
Abstract
In this pioneering study, inspired by AutoGPT, the state-of-the-art open-source application based on the GPT-4 large language model, we develop a novel tool called AD-AutoGPT, which can conduct data collection, processing, and analysis about complex health narratives of Alzheimer's Disease in an autonomous manner via users' textual prompts. We collated comprehensive data from a variety of news sources, including the Alzheimer's Association, BBC, Mayo Clinic, and the National Institute on Aging since June 2022, leading to the autonomous execution of robust trend analyses, intertopic distance map visualization, and identification of salient terms pertinent to Alzheimer's Disease. This approach has yielded not only a quantifiable metric of relevant discourse but also valuable insights into public focus on Alzheimer's Disease. This application of AD-AutoGPT in public health signifies the transformative potential of AI in facilitating a data-rich understanding of complex health narratives like Alzheimer's Disease in an autonomous manner, setting the groundwork for future AI-driven investigations in global health landscapes. Code, a demo video, and other information are available at https://github.com/levyisthebest/AD-AutoGPT.
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Affiliation(s)
- Haixing Dai
- School of Computing, University of Georgia, Athens, Georgia, United States of America
| | - Yiwei Li
- School of Computing, University of Georgia, Athens, Georgia, United States of America
| | - Zhengliang Liu
- School of Computing, University of Georgia, Athens, Georgia, United States of America
| | - Lin Zhao
- School of Computing, University of Georgia, Athens, Georgia, United States of America
| | - Zihao Wu
- School of Computing, University of Georgia, Athens, Georgia, United States of America
| | - Suhang Song
- College of Public Health, University of Georgia, Athens, Georgia, United States of America
| | - Shen Ye
- Department of Epidemiology and Biostatistics, University of Georgia, Athens, Georgia, United States of America
| | - Dajiang Zhu
- Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, Texas, United States of America
| | - Xiang Li
- Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Sheng Li
- School of Data Science, University of Virginia, Charlottesville, Virginia, United States of America
| | - Xiaobai Yao
- Department of Geography, University of Georgia, Athens, Georgia, United States of America
| | - Lu Shi
- Department of Public Health Science, Clemson University, Clemson, South Carolina, United States of America
| | - Tai-Quan Peng
- Department of Communication, Michigan State University, East Lansing, Michigan, United States of America
| | - Quanzheng Li
- Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Zhuo Chen
- College of Public Health, University of Georgia, Athens, Georgia, United States of America
| | - Donglan Zhang
- NYU Long Island School of Medicine, New York University, Mineola, New York, United States of America
| | - Tianming Liu
- School of Computing, University of Georgia, Athens, Georgia, United States of America
| | - Gengchen Mai
- Department of Geography, University of Georgia, Athens, Georgia, United States of America
- Department of Geography and the Environment, University of Texas at Austin, Austin, Texas, United States of America
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Zhang Z, Xue P, Bendlin BB, Zetterberg H, De Felice F, Tan X, Benedict C. Melatonin: A potential nighttime guardian against Alzheimer's. Mol Psychiatry 2025; 30:237-250. [PMID: 39128995 PMCID: PMC11649572 DOI: 10.1038/s41380-024-02691-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 08/13/2024]
Abstract
In the context of the escalating global health challenge posed by Alzheimer's disease (AD), this comprehensive review considers the potential of melatonin in both preventive and therapeutic capacities. As a naturally occurring hormone and robust antioxidant, accumulating evidence suggests melatonin is a compelling candidate to consider in the context of AD-related pathologies. The review considers several mechanisms, including potential effects on amyloid-beta and pathologic tau burden, antioxidant defense, immune modulation, and regulation of circadian rhythms. Despite its promise, several gaps need to be addressed prior to clinical translation. These include conducting additional randomized clinical trials in patients with or at risk for AD dementia, determining optimal dosage and timing, and further determining potential side effects, particularly of long-term use. This review consolidates existing knowledge, identifies gaps, and suggests directions for future research to better understand the potential of melatonin for neuroprotection and disease mitigation within the landscape of AD.
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Affiliation(s)
- Zefan Zhang
- Department of Big Data in Health Science, Zhejiang University School of Public Health and Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, China
| | - Pei Xue
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - Barbara B Bendlin
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
- Wisconsin Alzheimer's Disease Research Center, Madison, WI, USA
- Wisconsin Alzheimer's Institute, Madison, WI, USA
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin, University of Wisconsin-Madison, Madison, WI, USA
| | - Fernanda De Felice
- Centre for Neurosciences Studies, Departments of Biomedical and Molecular Sciences, and Psychiatry, Queen's University, Kingston, ON, K7L 3N6, Canada
- D'Or Institute for Research and Education, Rio de Janeiro RJ, 22281-100, Brazil
- Institute of Medical Biochemistry Leopoldo de Meis, Federal University of Rio de Janeiro, 21941-902, Rio de Janeiro RJ, Brazil
| | - Xiao Tan
- Department of Big Data in Health Science, Zhejiang University School of Public Health and Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, China.
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
| | - Christian Benedict
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden.
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Dawson WD, Mattek N, Gothard S, Kaye J, Lindauer A. Ascertaining Out-of-Pocket Costs of Dementia Care: Feasibility Study of a Web-Based Weekly Survey. JMIR Form Res 2024; 8:e56878. [PMID: 39321453 PMCID: PMC11464940 DOI: 10.2196/56878] [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: 01/31/2024] [Revised: 06/28/2024] [Accepted: 07/25/2024] [Indexed: 09/27/2024] Open
Abstract
BACKGROUND Caring for a family member living with dementia is costly. A major contributor to care demands, and therefore to the costs, are the behavioral symptoms of dementia. Here, we examine the feasibility of ascertaining costs related to caregiving from weekly web-based surveys collected during a telehealth-based behavioral intervention study-Support via Technology: Living and Learning with Advancing Alzheimer Disease. OBJECTIVE This study aims to determine the feasibility and acceptability of using a web-based weekly survey to capture real-time data on out-of-pocket caregiving expenses and time commitments associated with dementia care. To examine relationships between behavioral symptoms, care partner reactivity, burden, and out-of-pocket dementia care costs. METHODS Feasibility was measured by accrual, retention, and data completion by participating care partners. Behavioral symptoms, care partner reactivity, and burden were collected before and after the intervention from 13 care partners. Weekly web-based surveys queried Support via Technology: Living and Learning with Advancing Alzheimer Disease care partners about their out-of-pocket costs associated with care-related activities. The surveys included questions on out-of-pocket costs care partners incurred from hospitalizations and emergency department use, primary care provider visits, use of paid in-home care or respite services, use of prescription medications, and use of over-the-counter medications. The surveys also queried the amount of time care partners devoted to these specific care-related activities. RESULTS Out-of-pocket costs of dementia care were collected via a web-based weekly survey for up to 18 months. In-home assistance was the most frequently reported type of out-of-pocket care expense and the costliest. care partners who paid for in-home assistance or respite reported more behavioral and psychological symptoms of dementia behaviors, higher reactivity, and higher burden than those who did not. CONCLUSIONS This novel web-based weekly survey-based approach offers lessons for designing and implementing future cost-focused studies and care partner-supportive telehealth-based interventions for Alzheimer disease and related dementias (ADRD). The results correspond with the existing understanding of ADRD in that high family-related out-of-pocket costs are a typical part of the caregiving experience, and those costs likely increase with dementia severity. The results may also offer potential insights to health systems and policy makers as they seek to implement telehealth-based and related interventions that seek to better support people living with ADRD and their family care partners. TRIAL REGISTRATION ClinicalTrials.gov NCT04335110; https://clinicaltrials.gov/ct2/show/NCT04335110.
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Affiliation(s)
- Walter D Dawson
- Oregon Alzheimer's Disease Research Center, School of Medicine, Oregon Health & Science University, Portland, OR, United States
- Global Brain Health Institute, University of California, San Francisco, CA, United States
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Nora Mattek
- Oregon Alzheimer's Disease Research Center, School of Medicine, Oregon Health & Science University, Portland, OR, United States
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Sarah Gothard
- Oregon Alzheimer's Disease Research Center, School of Medicine, Oregon Health & Science University, Portland, OR, United States
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Jeffrey Kaye
- Oregon Alzheimer's Disease Research Center, School of Medicine, Oregon Health & Science University, Portland, OR, United States
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Allison Lindauer
- Oregon Alzheimer's Disease Research Center, School of Medicine, Oregon Health & Science University, Portland, OR, United States
- Department of Neurology, School of Medicine, Oregon Health & Science University, Portland, OR, United States
- School of Nursing, Oregon Health & Science University, Portland, OR, United States
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Liddie JM, Vieira CLZ, Coull BA, Sparrow D, Koutrakis P, Weisskopf MG. Associations between solar and geomagnetic activity and cognitive function in the Normative Aging study. ENVIRONMENT INTERNATIONAL 2024; 187:108666. [PMID: 38648690 PMCID: PMC11146138 DOI: 10.1016/j.envint.2024.108666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 03/22/2024] [Accepted: 04/15/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND Studies show that changes in solar and geomagnetic activity (SGA) influence melatonin secretion and the autonomic nervous system. We evaluated associations between solar and geomagnetic activity and cognitive function in the Normative Aging Study from 1992 to 2013. METHODS We used logistic and linear generalized estimating equations and regressions to evaluate the associations between moving averages of sunspot number (SSN) and Kp index (a measure of geomagnetic activity) and a binary measure for Mini-Mental State Examination (MMSE) scores (≤25 or > 25) and six other cognitive tests as continuous measures, combined into one global composite score and considered separately. RESULTS A one-IQR increase in same-day SSN and Kp index were associated with 17% (95% CI: 3%, 34%) and 19% (95% CI: 4%, 36%) increases in the odds of low MMSE score. We observed small increases in the global cognitive score with increasing SSN, although we observed decreases specifically in relation to the backwards digit span test. CONCLUSIONS Periods of high SGA were associated with cognitive function. SGA may not equally impact all aspects of cognitive function, as evidenced by differences in associations observed for the MMSE, global cognitive score, and individual cognitive tests. Given that much of the pathology of cognitive decline in the elderly remains unexplained, studies specifically targeting decline and with longer follow-up periods are warranted.
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Affiliation(s)
- Jahred M Liddie
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Carolina L Z Vieira
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Brent A Coull
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - David Sparrow
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System, Boston, MA, USA; Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Marc G Weisskopf
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Chay J, Koh WP, Tan KB, Finkelstein EA. Healthcare burden of cognitive impairment: Evidence from a Singapore Chinese health study. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2024; 53:233-240. [PMID: 38920180 DOI: 10.47102/annals-acadmedsg.2023253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/27/2024]
Abstract
Background Cognitive impairment (CI) raises risks for unplanned healthcare utilisation and expenditures and for premature mortality. It may also reduce risks for planned expenditures. Therefore, the net cost implications for those with CI remain unknown. Method We examined differences in healthcare utilisation and cost between those with and without CI. Using administrative healthcare utilisation and cost data linked to the Singapore Chinese Health Study cohort, we estimated regression-adjusted differences in annual healthcare utilisation and costs by CI status determined by modified Mini-Mental State Exam. Estimates were stratified by ex ante mortality risk constructed from out-of-sample Cox model predictions applied to the full sample, with a separate analysis restricted to decedents. These estimates were used to project differential healthcare costs by CI status over 5 years. Results Patients with CI had 17% higher annual cost compared to those without CI (SGD4870 versus SGD4177, P<0.01). Accounting for the greater mortality risk, individuals with CI cost 9% to 17% more over 5 years, or SGD2500 (95% confidence interval 1000-4200) to SGD3600 (95% confidence interval 1300-6000) more, depending on their age. Higher cost was mainly due to more emergency department visits and subsequent admissions (i.e. unplanned). Differences attenuated in the last year of life when costs increased dramatically for both groups. Conclusion Ageing populations and higher rates of CI will further strain healthcare resources primarily through greater use of emergency department visits and unplanned admissions. Efforts should be made to identify at risk patients with CI and take appropriate remediation strategies.
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Affiliation(s)
- Junxing Chay
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore
| | - Woon-Puay Koh
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore
| | - Kelvin Bryan Tan
- Chief Health Economist Office, Ministry of Health, Singapore
- Centre for Regulatory Excellence, Duke-NUS Medical School, Singapore
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Roquebert Q, Tenand M. Informal care at old age at home and in nursing homes: determinants and economic value. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:497-511. [PMID: 37296350 PMCID: PMC10972991 DOI: 10.1007/s10198-023-01601-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 05/24/2023] [Indexed: 06/12/2023]
Abstract
This paper provides a comprehensive analysis of informal care receipt by the French individuals aged 60 or older. The literature has focused on the community, leaving informal care in residential care settings in the shadow. We leverage data from a representative survey (CARE) conducted in 2015-2016 on both community-dwelling individuals and nursing home residents. Focusing on the 60+ with activity restrictions, we show that 76% of nursing home residents receive help with the activities of daily living from relatives, against 55% in the community. The number of hours conditional on receipt is yet 3.5 times higher in the community. Informal care represents 186 million hours per month and a value equivalent to 1.1% of GDP at least, care in the community representing 95% of the total. We investigate the determinants of informal care receipt. Using an Oaxaca-type approach, we disentangle between two mechanisms explaining that nursing home residents are more likely to receive informal care, namely the differences in population composition (endowments) and the differences in the association of individual characteristics with informal care (coefficients). Both are found to have a similar contribution. Our results imply that private costs make up for the majority (76%) of the costs associated with long-term care provision once informal care is taken into account. They also highlight that informal care is extremely common for nursing home residents. Existing evidence on the determinants of informal care receipt in the community has, however, limited relevance to understand informal care behaviors in nursing homes.
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Affiliation(s)
- Quitterie Roquebert
- Université de Strasbourg, Université de Lorraine, CNRS, BETA, 67000, Strasbourg, France
| | - Marianne Tenand
- Erasmus School of Health Policy & Management (ESHPM), Erasmus Centre for Health Economics Rotterdam (EsCHER), Erasmus University Rotterdam (EUR) and the Netherlands Bureau for Economic Policy Analysis (CPB), Rotterdam and The Hague, The Netherlands.
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7
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Seow D, Pang A, Ho S, Malhotra C. Perspectives of Singaporean Chinese patients with mild dementia and their family caregivers towards end-of-life care: Results from a qualitative study. PROCEEDINGS OF SINGAPORE HEALTHCARE 2023. [DOI: 10.1177/20101058231167252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
Abstract
Background Currently, there is little understanding of how patients with dementia and their caregivers view end-of-life (EOL) care. We thus aimed to study and understand the perception of EOL care by patients with mild dementia and their family caregivers. Methods We conducted qualitative in-depth interviews with 25 patients with mild dementia and their family caregivers belonging to Chinese ethnicity in Singapore. Patients’ and family caregivers’ understanding of illness, patients’ preferences for EOL care and caregiver concerns for the patients were discussed. Thematic analysis was conducted on the transcribed results of the interviews. Results We identified three main themes of person-centred EOL care: planning for cognitive decline and death, supporting patients to die peacefully at home, and supporting family caregivers to cope with patient’s condition. Most patients wanted to die peacefully and be cared for at their home. However, they were reluctant to initiate discussions regarding their future health care and seemed to be in denial that they may decline cognitively in future. Caregiver burden was noticeable for all family caregivers interviewed. Conclusion . Results highlight three important components that would enhance the delivery of patient-centred EOL care in patients with mild dementia. Strategies based on these components can enable family caregivers and health care providers to plan for and provide patient-centred EOL care concordant with patients’ wishes.
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Amiri P, Gholipour M, Hajesmaeel-Gohari S, Bahaadinbeigy K. A Mobile Application to Assist Alzheimer's Caregivers During COVID-19 Pandemic: Development and Evaluation. J Caring Sci 2023; 12:129-135. [PMID: 37469754 PMCID: PMC10352638 DOI: 10.34172/jcs.2023.30679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 04/05/2022] [Indexed: 07/21/2023] Open
Abstract
Introduction Access to healthcare services for patients with Alzheimer's disease (AD) was limited during the COVID-19 pandemic. A mobile application (app) can help overcome this limitation for patients and caregivers. Our study aims to develop and evaluate an app to help caregivers of patients with AD during COVID-19. Methods The study was performed in three steps. First, a questionnaire of features required for the app design was prepared based on the interviews with caregivers of AD patients and neurologists. Then, questionnaire was provided to neurologists, medical informatics, and health information management specialists to identify the final features. Second, the app was designed using the information obtained from the previous phase. Third, the quality of the app and the level of user satisfaction were evaluated using the mobile app rating scale (MARS) and the questionnaire for user interface satisfaction (QUIS), respectively. Results The number of 41 data elements in four groups (patient's profile, COVID-19 management and control, AD management and control, and program functions) were identified for designing the app. The quality evaluation of the app based on MARS and user satisfaction evaluation based on QUIS showed the app was good. Conclusion This is the first study that focused on developing and evaluating a mobile app for assisting Alzheimer's caregivers during the COVID-19 pandemic. As the app was designed based on users' needs and covered both information about AD and COVID-19, it can help caregivers perform their tasks more efficiently.
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Affiliation(s)
- Parastoo Amiri
- Student Research Committee, Kerman University of Medical Sciences, Kerman, Iran
| | - Maryam Gholipour
- Student Research Committee, Kerman University of Medical Sciences, Kerman, Iran
| | - Sadrieh Hajesmaeel-Gohari
- Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Kambiz Bahaadinbeigy
- Digital Health Team, The Australian College of Rural and Remote Medicine, Brisbane, QLD, Australia
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Yang B, Bao W, Hong S. Alzheimer-Compound Identification Based on Data Fusion and forgeNet_SVM. Front Aging Neurosci 2022; 14:931729. [PMID: 35959292 PMCID: PMC9357977 DOI: 10.3389/fnagi.2022.931729] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 05/24/2022] [Indexed: 11/17/2022] Open
Abstract
Rapid screening and identification of potential candidate compounds are very important to understand the mechanism of drugs for the treatment of Alzheimer's disease (AD) and greatly promote the development of new drugs. In order to greatly improve the success rate of screening and reduce the cost and workload of research and development, this study proposes a novel Alzheimer-related compound identification algorithm namely forgeNet_SVM. First, Alzheimer related and unrelated compounds are collected using the data mining method from the literature databases. Three molecular descriptors (ECFP6, MACCS, and RDKit) are utilized to obtain the feature sets of compounds, which are fused into the all_feature set. The all_feature set is input to forgeNet_SVM, in which forgeNet is utilized to provide the importance of each feature and select the important features for feature extraction. The selected features are input to support vector machines (SVM) algorithm to identify the new compounds in Traditional Chinese Medicine (TCM) prescription. The experiment results show that the selected feature set performs better than the all_feature set and three single feature sets (ECFP6, MACCS, and RDKit). The performances of TPR, FPR, Precision, Specificity, F1, and AUC reveal that forgeNet_SVM could identify more accurately Alzheimer-related compounds than other classical classifiers.
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Affiliation(s)
- Bin Yang
- School of Information Science and Engineering, Zaozhuang University, Zaozhuang, China
| | - Wenzheng Bao
- School of Information and Electrical Engineering, Xuzhou University of Technology, Xuzhou, China
| | - Shichai Hong
- Department of Vascular Surgery, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
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Alachkar A, Lee J, Asthana K, Vakil Monfared R, Chen J, Alhassen S, Samad M, Wood M, Mayer EA, Baldi P. The hidden link between circadian entropy and mental health disorders. Transl Psychiatry 2022; 12:281. [PMID: 35835742 PMCID: PMC9283542 DOI: 10.1038/s41398-022-02028-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 06/12/2022] [Accepted: 06/16/2022] [Indexed: 12/22/2022] Open
Abstract
The high overlapping nature of various features across multiple mental health disorders suggests the existence of common psychopathology factor(s) (p-factors) that mediate similar phenotypic presentations across distinct but relatable disorders. In this perspective, we argue that circadian rhythm disruption (CRD) is a common underlying p-factor that bridges across mental health disorders within their age and sex contexts. We present and analyze evidence from the literature for the critical roles circadian rhythmicity plays in regulating mental, emotional, and behavioral functions throughout the lifespan. A review of the literature shows that coarse CRD, such as sleep disruption, is prevalent in all mental health disorders at the level of etiological and pathophysiological mechanisms and clinical phenotypical manifestations. Finally, we discuss the subtle interplay of CRD with sex in relation to these disorders across different stages of life. Our perspective highlights the need to shift investigations towards molecular levels, for instance, by using spatiotemporal circadian "omic" studies in animal models to identify the complex and causal relationships between CRD and mental health disorders.
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Affiliation(s)
- Amal Alachkar
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University of California, Irvine, CA, USA. .,Institute for Genomics and Bioinformatics, University of California, Irvine, CA, USA. .,Center for the Neurobiology of Learning and Memory, University of California, Irvine, CA, USA.
| | - Justine Lee
- grid.266093.80000 0001 0668 7243Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University of California, Irvine, CA USA
| | - Kalyani Asthana
- grid.266093.80000 0001 0668 7243Department of Computer Science, School of Information and Computer Sciences, University of California, Irvine, CA USA
| | - Roudabeh Vakil Monfared
- grid.266093.80000 0001 0668 7243Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University of California, Irvine, CA USA
| | - Jiaqi Chen
- grid.266093.80000 0001 0668 7243Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University of California, Irvine, CA USA
| | - Sammy Alhassen
- grid.266093.80000 0001 0668 7243Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University of California, Irvine, CA USA
| | - Muntaha Samad
- grid.266093.80000 0001 0668 7243Institute for Genomics and Bioinformatics, University of California, Irvine, CA USA ,grid.266093.80000 0001 0668 7243Department of Computer Science, School of Information and Computer Sciences, University of California, Irvine, CA USA
| | - Marcelo Wood
- grid.266093.80000 0001 0668 7243Institute for Genomics and Bioinformatics, University of California, Irvine, CA USA ,grid.266093.80000 0001 0668 7243Center for the Neurobiology of Learning and Memory, University of California, Irvine, CA USA ,grid.266093.80000 0001 0668 7243Department of Neurobiology and Behavior, School of Biological Sciences, University of California, Irvine, CA USA
| | - Emeran A. Mayer
- grid.266093.80000 0001 0668 7243Institute for Genomics and Bioinformatics, University of California, Irvine, CA USA ,grid.19006.3e0000 0000 9632 6718G. Oppenheimer Center of Neurobiology of Stress & Resilience and Goldman Luskin Microbiome Center, Vatche and Tamar Manoukian Division of Digestive Diseases, University of California, Los Angeles, CA USA
| | - Pierre Baldi
- Institute for Genomics and Bioinformatics, University of California, Irvine, CA, USA. .,Center for the Neurobiology of Learning and Memory, University of California, Irvine, CA, USA. .,Department of Computer Science, School of Information and Computer Sciences, University of California, Irvine, CA, USA.
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Taxier LR, Philippi SM, York JM, LaDu MJ, Frick KM. The detrimental effects of APOE4 on risk for Alzheimer's disease may result from altered dendritic spine density, synaptic proteins, and estrogen receptor alpha. Neurobiol Aging 2022; 112:74-86. [PMID: 35051676 PMCID: PMC8976726 DOI: 10.1016/j.neurobiolaging.2021.12.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 11/08/2021] [Accepted: 12/17/2021] [Indexed: 02/07/2023]
Abstract
Women carriers of APOE4, the greatest genetic risk factor for late-onset Alzheimer's disease (AD), are at highest risk of developing AD, yet factors underlying interactions between APOE4 and sex are not well characterized. Here, we examined how sex and APOE3 or APOE4 genotypes modulate object and spatial memory, dendritic spine density and branching, and protein expression in 6-month-old male and female E3FAD and E4FAD mice (APOE+/+/5xFAD+/-). APOE4 negatively impacted object recognition and spatial memory, with male E3FADs exhibiting the best memory across 2 object-based tasks. In both sexes, APOE4 reduced basal dendritic spine density in the medial prefrontal cortex and dorsal hippocampus. APOE4 reduced dorsal hippocampal levels of PDS-95, synaptophysin, and phospho-CREB, yet increased levels of ERα. E4FAD females exhibited strikingly increased GFAP levels, in addition to the lowest levels of PSD-95 and pCREB. Overall, our results suggest that APOE4 negatively impacts object memory, dendritic spine density, and levels of hippocampal synaptic proteins and ERα. However, the general lack of sex differences or sex by genotype interactions suggests that the sex-specific effects of APOE4 on AD risk may be related to factors unexplored in the present study.
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Affiliation(s)
- Lisa R Taxier
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee WI, USA
| | - Sarah M Philippi
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee WI, USA
| | - Jason M York
- Department of Anatomy and Cell Biology, University of Illinois at Chicago, Chicago, IL, USA
| | - Mary Jo LaDu
- Department of Anatomy and Cell Biology, University of Illinois at Chicago, Chicago, IL, USA
| | - Karyn M Frick
- Department of Psychology, University of Wisconsin-Milwaukee, Milwaukee WI, USA.
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12
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Engel L, Ajdukovic M, Bucholc J, McCaffrey N. Valuation of Informal Care Provided to People Living With Dementia: A Systematic Literature Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:1863-1870. [PMID: 34838285 DOI: 10.1016/j.jval.2021.04.1283] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 03/22/2021] [Accepted: 04/21/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES This study aimed to identify the methods used to determine the value of informal care provided to people living with dementia and to estimate the average hourly unit cost by valuation method. METHODS A literature search in MEDLINE Complete, CINAHL, PsycINFO, EconLit, EMBASE and NHS Economic Evaluation Database was undertaken. Following the screening of title, abstract, and full text, characteristics of eligible studies were extracted systematically and analyzed descriptively. The corresponding hourly cost estimates were converted into 2018 US dollars based on purchasing power parities for gross domestic product. RESULTS A total number of 111 articles were included in this review from 3106 post-deduplication records. Three main valuation methodologies were identified: the replacement cost method (n = 50), the opportunity cost approach (n = 36), and the stated preference method based on willingness to pay (n = 3), with 16 studies using multiple methods and 6 studies not specifying the valuation method. The amount of informal care increased as the condition of dementia progressed, which was reflected in the cost of informal care. The average hourly unit cost used to value informal care was US $16.78 (SD = US $12.11). Although the unit cost was approximately US $15 per hour when using the opportunity cost method and US $14 when using the stated preference method, the highest unit cost was obtained when using the replacement cost method (US $18.37, SD = US $13.12). CONCLUSIONS Although costs of informal care should be considered when undertaking an economic evaluation or estimating the overall costs of dementia from a policy and priority-setting perspective, further research into applying consistent approaches to valuation is warranted.
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Affiliation(s)
- Lidia Engel
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Geelong, Victoria, Australia.
| | - Maja Ajdukovic
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Geelong, Victoria, Australia
| | - Jessica Bucholc
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Nikki McCaffrey
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Faculty of Health, Deakin University, Geelong, Victoria, Australia
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13
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Mattingly TJ, McQueen RB, Lin PJ. Contextual Considerations and Recommendations for Estimating the Value of Alzheimer's Disease Therapies. PHARMACOECONOMICS 2021; 39:1101-1107. [PMID: 34554383 DOI: 10.1007/s40273-021-01079-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/05/2021] [Indexed: 06/13/2023]
Abstract
The pipeline for new treatments for Alzheimer's disease (AD) in the USA contains over 100 different agents, 80% of which can be categorized as disease-modifying therapies. The regulatory approval of the disease-modifying agent aducanumab has brought more attention to the complexity of the diagnosis, evaluation, and treatment of AD and the difficult decisions payers and policy makers will face over the next few years as innovation continues in this space. The value of AD treatment can vary widely according to the perspective of the analysis, sources of data, and methodological approach for the value assessment. This article focuses on AD-specific data gaps and measurement challenges and provides guidance for evidence generation to facilitate better value assessments for future AD treatments.
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Affiliation(s)
- T Joseph Mattingly
- Patient-Driven Values in Healthcare Evaluation (PAVE) Center at the University of Maryland School of Pharmacy, 220 Arch Street, 12th Floor, Room 224, Baltimore, MD, 21201, USA.
| | - R Brett McQueen
- Pharmaceutical Value (pValue) Initiative at the Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Pei-Jung Lin
- Center for the Evaluation of Value and Risk in Health (CEVR), Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, USA
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14
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Lenzen S, Bakx P, Bom J, van Doorslaer E. Health Care Use and Out-of-pocket Spending by Persons With Dementia Differ Between Europe and the United States. Med Care 2021; 59:543-549. [PMID: 33827110 DOI: 10.1097/mlr.0000000000001539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Persons with dementia need much care, but what care is used and how the burden of financing is divided between persons with dementia, caregivers, and public programs may differ between countries. OBJECTIVE The objective of this study was to compare how health care use and out-of-pocket (OOP) spending associated with dementia differ between the United States and Europe, with and without controlling for background characteristics. RESEARCH DESIGN We use prospectively collected survey data from the United States-based Health and Retirement Study (n=48,877) and the Survey of Health, Ageing, and Retirement in Europe (n=98,971) including all adults over the age of 70 years. Dementia status is imputed using a validated algorithm. After first reporting the observed differences in care use, we analyze how care use is associated with dementia using multivariate regressions, controlling for other health conditions and background characteristics. RESULTS Persons with dementia in the United States use 50% less formal home care per year than persons living with dementia in Europe [mean (SD)=236.8 h (1047.4) vs. 463.3 h (1371.2)], but use more nursing home care [75.1 d (131.4) vs. 45.5 d (119.4)). Dementia is associated with higher OOP spending in the United States than Europe [4406 USD (95% confidence interval, 3914-4899) vs. 246 USD (73-418)-2017 price levels]. CONCLUSIONS Health care use and OOP spending differ between Europe and the United States. The far greater reliance on nursing home care in the United States likely causes much higher expenditures for people with dementia and insurance programs alike.
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Affiliation(s)
- Sabrina Lenzen
- School of Economics, Centre for the Business and Economics of Health, The University of Queensland, St Lucia, QLD, Australia
| | - Pieter Bakx
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam (EUR)
| | - Judith Bom
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam (EUR)
| | - Eddy van Doorslaer
- Department of Health Economics, Erasmus School of Health Policy & Management, Erasmus School of Economics, Erasmus University Rotterdam (EUR)
- Tinbergen Institute, Rotterdam, The Netherlands
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15
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Miki A, Kinno R, Ochiai H, Kubota S, Mori Y, Futamura A, Sugimoto A, Kuroda T, Kasai H, Yano S, Hieda S, Kokaze A, Ono K. Sex Differences in the Relationship of Serum Vitamin B1 and B12 to Dementia Among Memory Clinic Outpatients in Japan. Front Aging Neurosci 2021; 13:667215. [PMID: 33897411 PMCID: PMC8064118 DOI: 10.3389/fnagi.2021.667215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 03/15/2021] [Indexed: 11/27/2022] Open
Abstract
Dementia and cognitive impairment are considered to be one of the biggest social and medical problems. While there is a definite relationship between vitamin B and cognitive decline, this has yet to be fully assessed with regard to sex differences. Thus, the present study investigated the relationship of vitamin B1 or vitamin B12 with dementia in accordance with the sex in 188 patients who visited the Memory Clinic at Showa University Hospital in Japan from March 2016 to March 2019. Cognitive function was tested by the Japanese version of the Mini-Mental State Examination (MMSE) and Hasegawa Dementia Scale-Revised (HDS-R). Blood tests were performed to measure the vitamin levels. Logistic regression analysis was used to calculate the odds ratio (OR) for dementia and the 95% confidence interval (CI). Compared to the highest vitamin group (third tertile), the lowest vitamin group (first tertile) exhibited a significantly increased OR for dementia defined by MMSE for vitamin B1 (OR:3.73, 95% CI:1.52–9.16) and vitamin B12 (2.97, 1.22–7.28) among women. In contrast, vitamin levels were not significantly associated with dementia determined by MMSE in men. These findings were similar even when dementia was defined by HDS-R. The present study suggests that vitamin B1 plays a role in preventing development of dementia in women. Future longitudinal studies will need to be undertaken in order to examine whether decreasing vitamin levels occur before or after cognitive impairment, and whether maintaining a higher vitamin level can prevent a worsening of cognitive function and the development of dementia.
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Affiliation(s)
- Ayako Miki
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, Tokyo, Japan.,Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Ryuta Kinno
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Hirotaka Ochiai
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, Tokyo, Japan
| | - Satomi Kubota
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Yukiko Mori
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Akinori Futamura
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Azusa Sugimoto
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Takeshi Kuroda
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Hideyo Kasai
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Satoshi Yano
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Sotaro Hieda
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
| | - Akatsuki Kokaze
- Department of Hygiene, Public Health and Preventive Medicine, Showa University School of Medicine, Tokyo, Japan
| | - Kenjiro Ono
- Department of Neurology, School of Medicine, Showa University, Tokyo, Japan
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16
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Rodríguez AA, Martínez Ó, Amayra I, López-Paz JF, Al-Rashaida M, Lázaro E, Caballero P, Pérez M, Berrocoso S, García M, Luna PM, Pérez-Núñez P, Passi N. Diseases Costs and Impact of the Caring Role on Informal Carers of Children with Neuromuscular Disease. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:2991. [PMID: 33803993 PMCID: PMC7999397 DOI: 10.3390/ijerph18062991] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/09/2021] [Accepted: 03/10/2021] [Indexed: 01/06/2023]
Abstract
This study aims to evaluate the costs of informal care for children with neuromuscular disease and evaluate how physical and psychological health is associated with socio-demographic variables. A cross sectional design was used with a convenience sample of 110 carers that participated in this study. Participants were recruited from Spanish hospitals and rare diseases organizations. Economic costs and sociodemographic aspects were assessed using the economic costs questionnaire and the sociodemographic questionnaire. Physical and psychological health was evaluated using the CarerQol-7D, PHQ-15, Barthel Index, Zarit Overload Scale and Satisfaction with Life Scale. Carers of children with neuromuscular disease spent a large percentage of their annual income in physical therapy, psychological care and speech therapy. Informal costs differed according to the degree of dependency of the child. These were higher in those caregivers whose child under their care presented low functional independence. The loss of work productivity was related to marital status, use of professional services and the child's dependency. Finally, carers who were female, single or separated and without a job showed worse physical and psychological health. The results highlighted that carers have to face a number of high costs because of the non-existence of social protection and due to the child's diagnosis.
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Affiliation(s)
- Alicia Aurora Rodríguez
- Neuro-e-Motion Research Team, Faculty of Psychology and Education, University of Deusto, Av. Universidades, 24, 48007 Bilbao, Spain; (Ó.M.); (I.A.); (J.F.L.-P.); (M.A.-R.); (E.L.); (P.C.); (M.P.); (S.B.); (M.G.); (P.M.L.); (P.P.-N.); (N.P.)
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17
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3D-Deep Learning Based Automatic Diagnosis of Alzheimer's Disease with Joint MMSE Prediction Using Resting-State fMRI. Neuroinformatics 2020; 18:71-86. [PMID: 31093956 DOI: 10.1007/s12021-019-09419-w] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
We performed this research to 1) evaluate a novel deep learning method for the diagnosis of Alzheimer's disease (AD) and 2) jointly predict the Mini Mental State Examination (MMSE) scores of South Korean patients with AD. Using resting-state functional Magnetic Resonance Imaging (rs-fMRI) scans of 331 participants, we obtained functional 3-dimensional (3-D) independent component spatial maps for use as features in classification and regression tasks. A 3-D convolutional neural network (CNN) architecture was developed for the classification task. MMSE scores were predicted using: linear least square regression (LLSR), support vector regression, bagging-based ensemble regression, and tree regression with group independent component analysis (gICA) features. To improve MMSE regression performance, we applied feature optimization methods including least absolute shrinkage and selection operator and support vector machine-based recursive feature elimination (SVM-RFE). The mean balanced test accuracy was 85.27% for the classification of AD versus healthy controls. The medial visual, default mode, dorsal attention, executive, and auditory related networks were mainly associated with AD. The maximum clinical MMSE score prediction accuracy with the LLSR method applied on gICA combined with SVM-RFE features had the lowest root mean square error (3.27 ± 0.58) and the highest R2 value (0.63 ± 0.02). Classification of AD and healthy controls can be successfully achieved using only rs-fMRI and MMSE scores can be accurately predicted using functional independent component features. In the absence of trained clinicians, AD disease status and clinical MMSE scores can be jointly predicted using 3-D deep learning and regression learning approaches with rs-fMRI data.
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18
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Ydstebø AE, Benth JŠ, Bergh S, Selbæk G, Vossius C. Informal and formal care among persons with dementia immediately before nursing home admission. BMC Geriatr 2020; 20:296. [PMID: 32811440 PMCID: PMC7436969 DOI: 10.1186/s12877-020-01703-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 08/12/2020] [Indexed: 11/14/2022] Open
Abstract
Background Dementia is a care intensive disease, especially in the later stages, implying in many cases a substantial carer burden. This study assesses the use of formal and informal care resources among persons with dementia during the last month before nursing home admission. It also describes main providers of informal care and assesses the extent of informal care rendered by the extended social network. Methods In this cross-sectional study, we collected data about persons with dementia that were newly admitted to a nursing home in Norway. Information about the amount of formal and informal care during the last 4 weeks preceding nursing home admission was collected from the primary caregivers. Clinical data were collected by examining the patients, while sociodemographic data was collected from the patients’ files. Results A total of 395 persons with dementia were included. The amount of informal care provided by the family caregiver was 141.9 h per month SD = 227.4. Co-resident patients received five times more informal care than non-co-residents. Informal care from the extended social network was provided to 212 patients (53.7%) with a mean of 5.6 (SD = 11.2) hours per month and represented 3.8% of the total informal care rendered to the patients. Formal care was provided to 52.7% of the patients with a mean of 18.0 (SD = 50.1) hours per month. Co-residency was significantly associated with more informal care, and the associations varied with respect to age, relation to the caregiver, and the caregiver’s working situation. Good/excellent general health was associated with less formal care. Conclusion Persons with dementia on the verge of admission to a nursing home are mainly supported by the family caregiver, and the use of informal care is particularly high among co-residents. In order to delay nursing home admission, future research should explore the unrealized care potential in extended social networks, as well as the potential for increasing the number of recipients of formal care services.
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Affiliation(s)
- Arnt Egil Ydstebø
- Centre for Age-related Medicine, Stavanger University Hospital, Stavanger, Norway. .,Centre for Development of Institutional and Home Care Services Rogaland, Stavanger, Norway. .,Research centre for Age-related Functional decline and Disease, Innlandet Hospital Trust, Postboks 68, N-2312, Ottestad, Norway.
| | - Jurate Šaltytė Benth
- Research centre for Age-related Functional decline and Disease, Innlandet Hospital Trust, Postboks 68, N-2312, Ottestad, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Health Services Research Unit, Akershus University Hospital, Akershus, Norway
| | - Sverre Bergh
- Research centre for Age-related Functional decline and Disease, Innlandet Hospital Trust, Postboks 68, N-2312, Ottestad, Norway.,Norwegian National Advisory Unit on Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
| | - Geir Selbæk
- Research centre for Age-related Functional decline and Disease, Innlandet Hospital Trust, Postboks 68, N-2312, Ottestad, Norway.,Norwegian National Advisory Unit on Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway.,Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Corinna Vossius
- Centre for Age-related Medicine, Stavanger University Hospital, Stavanger, Norway.,Centre for Development of Institutional and Home Care Services Rogaland, Stavanger, Norway
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19
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Malhotra C, Vishwanath P, Yong JR, Østbye T, Seow D, Yap P, Tan LL, Tham WY, Vaingankar J, Foo J, Tan BY, Tong K, Ng WC, Allen Jr JC, Malhotra R, Tan WM, Wee SL, Ng LL, Goveas R, Mok V, Sim A, Ng WF, Wong HK, Balasundaram B, Tan RQ, Ong PS, Cheong CY, Yee Chung Pheng A, Tiong C, Hum A, Lee A, Finkelstein EA. A Prospective Longitudinal Study of Caregivers of Community Dwelling Persons with Severe Dementia (PISCES): Study Protocol. J Alzheimers Dis 2020; 75:403-416. [DOI: 10.3233/jad-190897] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Chetna Malhotra
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | | | - Jing Rong Yong
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore
| | - Truls Østbye
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Dennis Seow
- Department of Geriatric Medicine, Singapore General Hospital, Singapore
| | - Phillip Yap
- Geriatric Centre, Khoo Teck Puat Hospital, Singapore
| | - Lay Ling Tan
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | | | | | - Jason Foo
- Alzheimer’s Disease Association, Singapore
| | | | - Kamun Tong
- Post-acute & Continuing Care, Jurong Community Hospital, Singapore
| | - Wai Chong Ng
- Hua Mei Centre for Successful Ageing, Tsao Foundation, Singapore
| | | | - Rahul Malhotra
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Centre for Ageing Research and Education (CARE), Duke-NUS Medical School, Singapore
| | | | - Shiou Liang Wee
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Geriatric Education and Research Institute, Alexandra Health Pte Ltd, Singapore
| | - Li Ling Ng
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | - Richard Goveas
- Department of Geriatric Psychiatry, Institute of Mental Health, Singapore
| | - Vanessa Mok
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | - Alisson Sim
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | - Wei Fern Ng
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | - Hon Khuan Wong
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | | | - Rui Qi Tan
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | - Pui Sim Ong
- Department of Psychological Medicine, Changi General Hospital, Singapore
| | | | | | | | | | - Angel Lee
- St. Andrew’s Community Hospital, Singapore
| | - Eric A. Finkelstein
- Lien Centre for Palliative Care, Duke-NUS Medical School, Singapore
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
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20
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Yeh TS, Wang JD, Ku LJE. Estimating Life Expectancy and Lifetime Healthcare Costs for Alzheimer's Disease in Taiwan: Does the Age of Disease Onset Matter? J Alzheimers Dis 2019; 73:307-315. [PMID: 31771049 DOI: 10.3233/jad-181060] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND People with early onset Alzheimer's disease (EOAD) seem to suffer greater impact. But there is a lack of population-based studies on loss of life expectancy (LE) and lifetime healthcare costs. OBJECTIVES We conducted this study to estimate LE, expected years of life lost (EYLL), and lifetime healthcare costs for Alzheimer's disease (AD) in Taiwan stratified by onset age and gender, using a method which integrates the product of the survival function and the mean cost function over a lifetime horizon. METHODS We linked the National Health Insurance datasets with the National Mortality Registry and extrapolated the survival to lifetime to estimate the mean cumulative costs since the date of the first AD diagnosis using medical claims between 2001 and 2012. RESULTS A total of 21,615 mild to moderate AD patients (including 20,358 late-onset (LOAD) and 1,257 EOAD) were recruited. The average onset age for EOAD was 61 years old, while that of LOAD was 78. Although the LE of EOAD was 4.8 years longer than that of LOAD due to younger age, the EYLL for the former was 8.7 years versus 1.7 years for the latter. EOAD also had higher lifetime healthcare costs than the LOAD group (USD$37,957±2,403 versus 33,809±786). CONCLUSIONS Since EOAD patients had both higher EYLL and lifetime healthcare costs than LOAD, future studies should pay more attention to the needs of EOAD patients.
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Affiliation(s)
- Tian-Shin Yeh
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Jung-Der Wang
- Department of Public Health, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.,Departments of Internal Medicine and Occupational and Environmental Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Li-Jung Elizabeth Ku
- Department of Public Health, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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21
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Gulcan HO, Mavideniz A, Sahin MF, Orhan IE. Benzimidazole-derived Compounds Designed for Different Targets of Alzheimer’s Disease. Curr Med Chem 2019; 26:3260-3278. [DOI: 10.2174/0929867326666190124123208] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 11/22/2018] [Accepted: 01/01/2019] [Indexed: 12/21/2022]
Abstract
Benzimidazole scaffold has been efficiently used for the design of various pharmacologically active molecules. Indeed, there are various benzimidazole drugs, available today, employed for the treatment of different diseases. Although there is no benzimidazole moiety containing a drug used in clinic today for the treatment of Alzheimer’s Disease (AD), there have been many benzimidazole derivative compounds designed and synthesized to act on some of the validated and non-validated targets of AD. This paper aims to review the literature to describe these benzimidazole containing molecules designed to target some of the biochemical cascades shown to be involved in the development of AD.
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Affiliation(s)
- Hayrettin Ozan Gulcan
- Eastern Mediterranean University, Faculty of Pharmacy, Division of Pharmaceutical Chemistry, Famagusta, TRNC, via Mersin 10, Turkey
| | - Açelya Mavideniz
- Eastern Mediterranean University, Faculty of Pharmacy, Division of Pharmaceutical Chemistry, Famagusta, TRNC, via Mersin 10, Turkey
| | - Mustafa Fethi Sahin
- Eastern Mediterranean University, Faculty of Pharmacy, Division of Pharmaceutical Chemistry, Famagusta, TRNC, via Mersin 10, Turkey
| | - Ilkay Erdogan Orhan
- Gazi University, Faculty of Pharmacy, Department of Pharmacognosy, Etiler, Ankara, Turkey
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22
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Grosse SD, Pike J, Soelaeman R, Tilford JM. Quantifying Family Spillover Effects in Economic Evaluations: Measurement and Valuation of Informal Care Time. PHARMACOECONOMICS 2019; 37:461-473. [PMID: 30953263 PMCID: PMC6529092 DOI: 10.1007/s40273-019-00782-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Spillover effects on the welfare of family members may refer to caregiver health effects, informal care time costs, or both. This review focuses on methods that have been used to measure and value informal care time and makes suggestions for their appropriate use in cost-of-illness and cost-effectiveness analyses. It highlights the importance of methods to value informal care time that are independent of caregiver health effects in order to minimize double counting of spillover effects. Although the concept of including caregiver time costs in economic evaluations is not new, relatively few societal perspective cost-effectiveness analyses have included informal care, with the exception of dementia. This is due in part to challenges in measuring and valuing time costs. Analysts can collect information on time spent in informal care or can assess its impact in displacing other time use, notably time in paid employment. A key challenge is to ensure appropriate comparison groups that do not require informal care to be able to correctly estimate attributable informal care time or foregone market work. To value informal care time, analysts can use estimates of hourly earnings in either opportunity cost or replacement cost approaches. Researchers have used widely varying estimates of hourly earnings. Alternatively, stated-preference methods (i.e. contingent valuation, conjoint analysis) can be used to value the effect of informal care on utility, but this can entail double counting with health effects. Lack of consensus and standardization of methods makes it difficult to compare estimates of informal care costs.
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Affiliation(s)
- Scott D Grosse
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-87, Atlanta, GA, 30341, USA.
| | - Jamison Pike
- Immunization Services Division, National Center for Immunization and Respiratory Disease, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Rieza Soelaeman
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-87, Atlanta, GA, 30341, USA
| | - J Mick Tilford
- Department of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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Gaugler JE, Reese M, Mittelman MS. Process Evaluation of the NYU Caregiver Intervention-Adult Child. THE GERONTOLOGIST 2018; 58:e107-e117. [PMID: 29562359 DOI: 10.1093/geront/gnx048] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Indexed: 11/13/2022] Open
Abstract
Purpose of the Study A noted limitation of dementia caregiver intervention research is a lack of focus on the mechanisms of successful programs. The purpose of this study was to conduct a process evaluation of the New York University Caregiver Intervention-Adult Child (NYUCI-AC) to describe its delivery and determine which of its components were associated with key outcomes (caregiver stress and well-being; care recipient residential care admission). Design and Methods Adult child caregivers randomly assigned to receive the NYUCI-AC intervention (n = 54) were included. Detailed data on the frequency and duration of each intervention component received, 4-month review checklists, and regular caregiver assessments were collected. Quantitative (descriptive, logistic regression, Cox proportional hazards models, growth curve models) and qualitative thematic analyses were performed. Results Adult children receiving the NYUCI-AC completed a mean of 5.19 individual and family counseling sessions; it took on average a little over 11 months to do so. All NYUCI-AC counseling components were generally well-received and improved caregivers' management of care-related stress. The individual counseling sessions' clinical benefits in reducing primary subjective stress were most apparent in the first year of the intervention. Caregivers who experienced negative outcomes over time used more family sessions. Implications A key mechanism of benefit for adult child caregivers in the NYUCI-AC was the frequent use of individual counseling sessions. The qualitative and quantitative results emphasize the value of the NYUCI-AC's flexibility in allowing adult child caregivers to choose the timing and use of specific intervention components.
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Affiliation(s)
- Joseph E Gaugler
- Center of Aging Science and Care Innovation & School of Nursing, University of Minnesota, Minneapolis
| | - Mark Reese
- School of Nursing, University of Minnesota, Minneapolis
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Abstract
Given the expected increase in the number of people with dementia in the coming years, it is anticipated that the resources necessary to support those with dementia will significantly increase. There will therefore likely be increased emphasis on how best to use limited resources across a number of domains including prevention, diagnosis, treatment and supporting informal caregivers. There has been increasing use of economic methods in dementia in the past number of years, in particular, cost-of-illness analysis and economic evaluation. This paper reviews the aforementioned methods and identities a number of methodological issues that require development. Addressing these methodological issues will enhance the quality of economic analysis in dementia and provide some useful insights about the best use of limited resources for dementia.
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Gaugler JE, Reese M, Mittelman MS. The Effects of a Comprehensive Psychosocial Intervention on Secondary Stressors and Social Support for Adult Child Caregivers of Persons With Dementia. Innov Aging 2018; 2:igy015. [PMID: 30009268 PMCID: PMC6037049 DOI: 10.1093/geroni/igy015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Indexed: 11/12/2022] Open
Abstract
Background and Objectives Many evaluations of nonpharmacologic interventions for family members of persons with Alzheimer's disease or related dementias (ADRDs) exist, but few consider effects on outcomes that are pertinent to caregivers' roles and relationships. The current study evaluated the efficacy of the New York University Caregiver Intervention-Adult Child (NYUCI-AC) on perceptions of family conflict, role conflict (effects of family caregiving and time, family, and social life), and perceived social support for adult child caregivers of relatives with ADRD over a 3-year period. Research Design and Methods A single-blinded randomized controlled trial design was used. One-hundred and seven adult child caregivers were enrolled in the NYUCI-AC and randomly assigned to a treatment or contact control group. Assessments were scheduled to be completed every 4 months during the first year of participation and every 6 months thereafter for up to 3 years. Individual growth curve models were utilized to ascertain the effects of the NYUCI-AC on change in family conflict, role conflict, and perceptions of social support. Results Among the entire sample, role conflict significantly (p < .05) declined and satisfaction with instrumental assistance increased over the course of the study, whereas family conflict slightly increased over the initial study period and then declined slightly. The findings indicated that the NYUCI-AC did not exert statistically significant effects on changes in family conflict, role conflict, or perceptions of social support over the 3-year study period. Discussion and Implications Although the clinical content of some dementia caregiver interventions is tailored to the specific needs of each caregiver and family, the outcomes selected to judge the efficacy of these interventions might not follow similar principles. Incorporating clinical content and evaluation outcomes that are family-centered will help to advance the state of the art of dementia caregiving interventions.
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Affiliation(s)
- Joseph E Gaugler
- Division of Health Policy & Management, School of Public Health, Minneapolis
| | - Mark Reese
- Families and LTC Projects, School of Nursing, University of Minnesota, Minneapolis
| | - Mary S Mittelman
- Department of Psychiatry, NYU School of Medicine, NYU Langone Health, New York, New York
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Dunbar SB, Khavjou OA, Bakas T, Hunt G, Kirch RA, Leib AR, Morrison RS, Poehler DC, Roger VL, Whitsel LP. Projected Costs of Informal Caregiving for Cardiovascular Disease: 2015 to 2035: A Policy Statement From the American Heart Association. Circulation 2018; 137:e558-e577. [DOI: 10.1161/cir.0000000000000570] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Introduction:
In a recent report, the American Heart Association estimated that medical costs and productivity losses of cardiovascular disease (CVD) are expected to grow from $555 billion in 2015 to $1.1 trillion in 2035. Although the burden is significant, the estimate does not include the costs of family, informal, or unpaid caregiving provided to patients with CVD. In this analysis, we estimated projections of costs of informal caregiving attributable to CVD for 2015 to 2035.
Methods:
We used data from the 2014 Health and Retirement Survey to estimate hours of informal caregiving for individuals with CVD by age/sex/race using a zero-inflated binomial model and controlling for sociodemographic factors and health conditions. Costs of informal caregiving were estimated separately for hypertension, coronary heart disease, heart failure, stroke, and other heart disease. We analyzed data from a nationally representative sample of 16 731 noninstitutionalized adults ≥54 years of age. The value of caregiving hours was monetized by the use of home health aide workers’ wages. The per-person costs were multiplied by census population counts to estimate nation-level costs and to be consistent with other American Heart Association analyses of burden of CVD, and the costs were projected from 2015 through 2035, assuming that within each age/sex/racial group, CVD prevalence and caregiving hours remain constant.
Results:
The costs of informal caregiving for patients with CVD were estimated to be $61 billion in 2015 and are projected to increase to $128 billion in 2035. Costs of informal caregiving of patients with stroke constitute more than half of the total costs of CVD informal caregiving ($31 billion in 2015 and $66 billion in 2035). By age, costs are the highest among those 65 to 79 years of age in 2015 but are expected to be surpassed by costs among those ≥80 years of age by 2035. Costs of informal caregiving for patients with CVD represent an additional 11% of medical and productivity costs attributable to CVD.
Conclusions:
The burden of informal caregiving for patients with CVD is significant; accounting for these costs increases total CVD costs to $616 billion in 2015 and $1.2 trillion in 2035. These estimates have important research and policy implications, and they may be used to guide policy development to reduce the burden of CVD on patients and their caregivers.
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Scharett E, Madathil KC, Lopes S, Rogers H, Agnisarman S, Narasimha S, Ashok A, Dye C. An Investigation of the Information Sought by Caregivers of Alzheimer's Patients on Online Peer Support Groups. CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING 2018; 20:640-657. [PMID: 29039697 DOI: 10.1089/cyber.2017.0274] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Caregivers of Alzheimer's patients find respite in online communities for solutions and emotional support. This study aims to understand the characteristics of information caregivers of Alzheimer's patients are searching for and the kind of support they receive through Internet-based peer support communities. Using a Web crawler written in Python Web programming language, we retrieved publicly available 2,500 random posts and their respective solutions from April 2012 to October 2016 on the solutions category of the Caregiver's Forum on ALZConnected.org . A content analysis was conducted on these randomly selected posts and 4,219 responses to those posts based on a classification system were derived from initial analyses of 750 posts and related responses. The results showed most posts (26%) related to queries about Alzheimer's symptoms, and the highest percentage of responses (45.56%) pertained to caregiver well-being. The LIWC analyses generated an average tone rating of 27.27 for the posts, implying a negative tone and 65.17 for their responses, implying a slightly positive tone. The ALZConnected.org Web site has the potential of being an emotionally supportive tool for caregivers; however, a more user-friendly interface is required to accommodate the needs of most caregivers and their technological skills. Solutions offered on the peer support groups are often subjective opinions of other caregivers and should not be considered professional or comprehensive; further research on educating caregivers using online forums is necessary.
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Affiliation(s)
- Emma Scharett
- 1 Department of Industrial Engineering, Clemson University , Clemson, South Carolina
| | - Kapil Chalil Madathil
- 1 Department of Industrial Engineering, Clemson University , Clemson, South Carolina.,2 Glenn Department of Civil Engineering, Clemson University , Clemson, South Carolina
| | - Snehal Lopes
- 3 Department of Public Health Sciences, Clemson University , Clemson, South Carolina
| | - Hunter Rogers
- 1 Department of Industrial Engineering, Clemson University , Clemson, South Carolina
| | - Sruthy Agnisarman
- 2 Glenn Department of Civil Engineering, Clemson University , Clemson, South Carolina
| | - Shraddhaa Narasimha
- 1 Department of Industrial Engineering, Clemson University , Clemson, South Carolina
| | - Aparna Ashok
- 3 Department of Public Health Sciences, Clemson University , Clemson, South Carolina
| | - Cheryl Dye
- 3 Department of Public Health Sciences, Clemson University , Clemson, South Carolina.,4 Institute for Engaged Aging, Clemson University , Clemson, South Carolina
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Dwibedi N, Findley PA, Wiener RC, Shen C, Sambamoorthi U. Alzheimer Disease and Related Disorders and Out-of-Pocket Health Care Spending and Burden Among Elderly Medicare Beneficiaries. Med Care 2018; 56:240-246. [PMID: 29309391 PMCID: PMC5811350 DOI: 10.1097/mlr.0000000000000869] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To estimate the excess burden of out-of-pocket health care spending associated with Alzheimer disease and related disorders (ADRD) among older individuals (age 65 y and older). METHODS We adopted a retrospective, cross-sectional study design with data from 2012 Medicare Current Beneficiary Survey. The study sample comprised of elderly community-dwelling individuals who had positive total health care expenditures, and enrolled in Medicare throughout the calendar year (462 with ADRD, and 7160 without ADRD). We estimated the per-capita total annual out-of-pocket spending on health care and out-of-pocket spending by service type: inpatient, outpatient, home health, prescription drugs, and other services. We measured out-of-pocket spending burden by calculating the percentage of income spent on health care and defined high out-of-pocket spending burden as having this percentage above 10%. Multivariable analyses included ordinary least squares regressions and logistic regressions and these analyses adjusted for predisposing, enabling, need, personal health care practices and external environment characteristics. RESULTS The average annual per-capita out-of-pocket health care spending was greater among individuals with ADRD compared with those without ADRD ($3285 vs. $1895); home health and prescription drugs accounted for 52% of total out-of-pocket spending among individuals with ADRD and 34% among individuals without ADRD. Elderly individuals with ADRD were more likely to have high out-of-pocket spending burden (adjusted odds ratio, 1.49; 95% confidence interval, 1.13-1.97) compared with those without ADRD. CONCLUSION ADRD is associated with excess out-of-pocket health care spending, primarily driven by prescription drugs and home health care use.
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Affiliation(s)
- Nilanjana Dwibedi
- Department of Pharmaceutical Systems and Policy, West Virginia University School of Pharmacy, Robert C. Byrd Health Sciences Center [North], P.O. Box 9510 Morgantown, WV 26506-9510
| | - Patricia A. Findley
- Rutgers University, School of Social Work, 536 George Street, New Brunswick, NJ 08901
| | - R. Constance Wiener
- Department of Dental Practice and Rural Health, School of Dentistry, 104A Health Sciences Addition, P.O. Box 9448, West Virginia University, Morgantown, WV 26506-9448
| | - Chan Shen
- Departments of Health Services Research and Biostatistics, University of Texas MD Anderson Cancer Center, 1400 Pressler St, Houston, TX 77030
| | - Usha Sambamoorthi
- Department of Pharmaceutical Systems and Policy, West Virginia University School of Pharmacy, Robert C. Byrd Health Sciences Center [North], P.O. Box 9510 Morgantown, WV 26506-9510
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Holmerová I, Hort J, Rusina R, Wimo A, Šteffl M. Costs of dementia in the Czech Republic. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2017; 18:979-986. [PMID: 27785577 DOI: 10.1007/s10198-016-0842-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 10/18/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVE The aim of this study was to estimate the cost of dementia in the Czech Republic. METHODS One hundred and nineteen patient-caregiver dyads participated in our multicenter observational cost-of-illness study. The modified Resource Utilization in Dementia Questionnaire was used as the main tool to collect data from patients and caregivers. Medical specialists provided additional data from medical records. The average costs of dementia were calculated and patients were then divided by the level of cognitive impairment. A generalized linear model was used to determine if differences were present for selected cost variables. RESULTS The mean (standard deviation) for direct cost per a patient in a month was estimated to be €243.0 (138.0), €1727.1 (1075.6) for the indirect cost, and €1970.0 (1090.3) for the total cost of dementia in the Czech Republic. All of the costs increased as dementia severity increased. Both the indirect and total costs significantly (p < 0.05) increased if patients were living with their primary caregiver, and if the severity of cognitive impairment was increased. CONCLUSIONS The indirect cost, which was represented mainly by informal care, comprised the main part of the total cost of care for patients with dementia in the Czech Republic. Both total and indirect care costs increased significantly the cognition declined.
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Affiliation(s)
- Iva Holmerová
- Faculty of Humanities, Centre of Expertise Longevity and Long Term Care and Centre of Gerontology, Charles University Prague, Prague, Czech Republic
| | - Jakub Hort
- Department of Neurology, Faculty of Medicine 2, Memory Clinic, Charles University Prague, Prague, Czech Republic
| | - Robert Rusina
- Department of Neurology, Faculty of Medicine 1, Charles University Prague, Prague, Czech Republic
| | - Anders Wimo
- Division of Neurogeriatrics, Department of Neurobiology Care Sciences and Society, Center for Alzheimer Research, Karolinska Institutet, Huddinge, Sweden
| | - Michal Šteffl
- Faculty of Physical Education and Sport, Charles University Prague, Veleslavin, 16252 6, Prague, Czech Republic.
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Scharett E, Lopes S, Rogers H, Bhargava1 A, Ponathil A, Madathil KC, Dye C. An Investigation of Information Sought by Caregivers of Alzheimer’s Patients on Online Peer-Support Groups. ACTA ACUST UNITED AC 2017. [DOI: 10.1177/1541931213601925] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Alzheimer’s caregivers seek social support through online communities to deal with their issues. The research team conducted a content analysis of ALZConnected.org to investigate the characteristics of information searched by caregivers and responses received. Two-hundred fifty posts and related responses were randomly selected and analyzed using a classification tool derived from the analysis of 500 posts and related responses spanning a yearlong period. The Linguistic Inquiry and Word Count (LIW C) generated an average tone rating of 25.94 for the posts and 52.69 for the responses. The findings highlighted the caregiver’s need for emotional support (59.6%), and confusion about Alzheimer’s symptoms (12%). Most responses suggested informational resources (40.16%) and advised to seek professional assistance (21.31%). One of the key needs identified to inform future design of an Alzheimer’s Caregiver Forum was a design sensitive to the capabilities of its elder user audience.
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Affiliation(s)
| | | | | | | | | | | | - Cheryl Dye
- Institute for Engaged Aging, Clemson University
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Woodward MR, Amrutkar CV, Shah HC, Benedict RHB, Rajakrishnan S, Doody RS, Yan L, Szigeti K. Validation of olfactory deficit as a biomarker of Alzheimer disease. Neurol Clin Pract 2017; 7:5-14. [PMID: 28243501 PMCID: PMC5310210 DOI: 10.1212/cpj.0000000000000293] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 06/20/2016] [Indexed: 01/17/2023]
Abstract
BACKGROUND We evaluated smell identification as a biomarker for Alzheimer disease (AD) by assessing its utility in differentiating normal aging from an amnestic disorder and determining its predictive value for conversion from amnestic mild cognitive impairment (aMCI) to AD. METHODS Cross-sectional study (AD = 262, aMCI = 110, controls = 194) measuring smell identification (University of Pennsylvania Smell Identification Test [UPSIT]) and cognitive status was performed, as well as longitudinal analysis of aMCI participants (n = 96) with at least 1 year follow-up (mean 477.6 ± 223.3 days), to determine conversion by National Institute of Neurological and Communicative Disorders and Stroke-Alzheimer's Disease and Related Disorders Association criteria. RESULTS Odor identification and disease status were highly correlated after correcting for age, sex, and APOE (p < 0.001). Receiver operating characteristic (ROC)/area under the curve (AUC) was similar for the 40-item UPSIT, the top 10 smells in our study, and the 10-item subset previously proposed. Smeller/nonsmeller based on the 10-item subset with a cutoff of 7 (≤7, nonsmeller; >7, smeller) had a sensitivity and specificity of 88% and 71% for identifying AD and 74% sensitivity and 71% specificity for identifying an amnestic disorder. A total of 36.4% of participants with impaired olfaction and 17.3% with intact olfaction converted to AD (p = 0.03). The ROC/AUC for prediction of conversion to AD was 0.62. CONCLUSIONS Olfactory identification deficit is a useful screening tool for AD-related amnestic disorder, with sensitivity and specificity comparable to other established biomarkers, with benefits such as ease of administration and low cost. Olfactory identification deficit can be utilized to stratify risk of conversion from aMCI to AD and enrich clinical trials of disease-modifying therapy. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that smell identification (10-item UPSIT subset) accurately identifies patients with amnestic disorders.
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Affiliation(s)
- Matthew R Woodward
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Chaitanya V Amrutkar
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Harshit C Shah
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Ralph H B Benedict
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Sanjanaa Rajakrishnan
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Rachelle S Doody
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Li Yan
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
| | - Kinga Szigeti
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology (MRW, CVA, HCS, RHBB, SR, KS), and Department of Bioinformatics (LY), University at Buffalo, SUNY, NY; and Alzheimer's Disease and Memory Disorders Center (RSD), Department of Neurology, Baylor College of Medicine, Houston, TX
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Goodman RA, Lochner KA, Thambisetty M, Wingo TS, Posner SF, Ling SM. Prevalence of dementia subtypes in United States Medicare fee-for-service beneficiaries, 2011-2013. Alzheimers Dement 2017; 13:28-37. [PMID: 27172148 PMCID: PMC5104686 DOI: 10.1016/j.jalz.2016.04.002] [Citation(s) in RCA: 224] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 04/06/2016] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Rapid growth of the older adult population requires greater epidemiologic characterization of dementia. We developed national prevalence estimates of diagnosed dementia and subtypes in the highest risk United States (US) population. METHODS We analyzed Centers for Medicare & Medicaid administrative enrollment and claims data for 100% of Medicare fee-for-service beneficiaries enrolled during 2011-2013 and age ≥68 years as of December 31, 2013 (n = 21.6 million). RESULTS Over 3.1 million (14.4%) beneficiaries had a claim for a service and/or treatment for any dementia subtype. Dementia not otherwise specified was the most common diagnosis (present in 92.9%). The most common subtype was Alzheimer's (43.5%), followed by vascular (14.5%), Lewy body (5.4%), frontotemporal (1.0%), and alcohol induced (0.7%). The prevalence of other types of diagnosed dementia was 0.2%. DISCUSSION This study is the first to document concurrent prevalence of primary dementia subtypes among this US population. The findings can assist in prioritizing dementia research, clinical services, and caregiving resources.
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Affiliation(s)
- Richard A Goodman
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Prevention and Control, Atlanta, GA, USA; Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, GA, USA.
| | | | - Madhav Thambisetty
- Clinical and Translational Neuroscience Unit, Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Thomas S Wingo
- Department of Neurology and Human Genetics, Emory University School of Medicine, Atlanta, GA, USA; Division of Neurology, Atlanta VA Medical Center, Atlanta, GA, USA
| | - Samuel F Posner
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Prevention and Control, Atlanta, GA, USA
| | - Shari M Ling
- Centers for Medicare & Medicaid Services, Baltimore, MD, USA
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Zhang J, Gao Y, Gao Y, Munsell BC, Shen D. Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis. IEEE TRANSACTIONS ON MEDICAL IMAGING 2016; 35:2524-2533. [PMID: 27333602 PMCID: PMC5153382 DOI: 10.1109/tmi.2016.2582386] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Structural magnetic resonance imaging (MRI) is a very popular and effective technique used to diagnose Alzheimer's disease (AD). The success of computer-aided diagnosis methods using structural MRI data is largely dependent on the two time-consuming steps: 1) nonlinear registration across subjects, and 2) brain tissue segmentation. To overcome this limitation, we propose a landmark-based feature extraction method that does not require nonlinear registration and tissue segmentation. In the training stage, in order to distinguish AD subjects from healthy controls (HCs), group comparisons, based on local morphological features, are first performed to identify brain regions that have significant group differences. In general, the centers of the identified regions become landmark locations (or AD landmarks for short) capable of differentiating AD subjects from HCs. In the testing stage, using the learned AD landmarks, the corresponding landmarks are detected in a testing image using an efficient technique based on a shape-constrained regression-forest algorithm. To improve detection accuracy, an additional set of salient and consistent landmarks are also identified to guide the AD landmark detection. Based on the identified AD landmarks, morphological features are extracted to train a support vector machine (SVM) classifier that is capable of predicting the AD condition. In the experiments, our method is evaluated on landmark detection and AD classification sequentially. Specifically, the landmark detection error (manually annotated versus automatically detected) of the proposed landmark detector is 2.41 mm , and our landmark-based AD classification accuracy is 83.7%. Lastly, the AD classification performance of our method is comparable to, or even better than, that achieved by existing region-based and voxel-based methods, while the proposed method is approximately 50 times faster.
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Affiliation(s)
- Jun Zhang
- Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA
| | - Yue Gao
- Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA
| | - Yaozong Gao
- Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA. Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA
| | - Brent C. Munsell
- Department of Computer Science, College of Charleston, Charleston, SC, USA
| | - Dinggang Shen
- Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA. Department of Brain and Cognitive Engineering, Korea University, Seoul 02841, Republic of Korea
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Ayyagari P, Salm M, Sloan FA. Effects of Diagnosed Dementia on Medicare and Medicaid Program Costs. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2016; 44:481-94. [DOI: 10.5034/inquiryjrnl_44.4.481] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This study examines the impacts of physician-diagnosed Alzheimer's disease and related dementias (ADRD) on Medicare and Medicaid program costs in 1994 and 1999. An innovative method is employed to estimate program payments over the life cycle starting at age 65. Using data from the 1994 and 1999 National Long-Term Care Surveys, merged Medicare claims, and national program data for Medicaid, we find that the share of total Medicare and Medicaid payments attributable to diagnosed ADRD was 5.46% in 1999. Total annual program payments attributable to ADRD decreased between 1994 and 1999, in contrast to an increase implied by a cross-sectional approach.
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Michalowsky B, Thyrian JR, Eichler T, Hertel J, Wucherer D, Flessa S, Hoffmann W. Economic Analysis of Formal Care, Informal Care, and Productivity Losses in Primary Care Patients who Screened Positive for Dementia in Germany. J Alzheimers Dis 2016; 50:47-59. [PMID: 26639964 DOI: 10.3233/jad-150600] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The majority of people with dementia (PwD) live at home and require professional formal care and informal care that is generally provided by close relatives. OBJECTIVE To determine the utilization and costs of formal and informal care for PwD, indirect costs because of productivity losses of caregivers, and the associations between cost, socio-demographic and clinical variables. METHODS The analysis includes the data of 262 community-dwelling PwD and their caregivers. Socio-demographics, clinical variables, and the utilization of formal care were assessed within the baseline assessment. To evaluate informal care costs, the Resource Utilization in Dementia (RUD) questionnaire was used. Costs were calculated from a social perspective. Associations were evaluated using multiple linear and logistic regression models. RESULTS Formal care services were utilized less (26.3%) than informal care (85.1%), resulting in a cost ratio of one to ten(1,646 €; 16,473 €, respectively). In total, 29% of caregivers were employed, and every seventh (14.3%) experienced productivity losses, which corresponded to 1,258 € annually. Whereas increasing deficits in daily living activities were associated with higher formal and higher informal costs, living alone was significantly associated with higher formal care costs and the employment of a caregiver was associated with lower informal care costs. CONCLUSION Informal care contributes the most to total care costs. Living alone is a major cost driver for formal costs because of the lower availability of potential informal care. The availability of informal care is limited and productivity losses are increased when a caregiver is employed.
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Affiliation(s)
- Bernhard Michalowsky
- German Center for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Jochen René Thyrian
- German Center for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Tilly Eichler
- German Center for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Johannes Hertel
- German Center for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Diana Wucherer
- German Center for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany
| | - Steffen Flessa
- Department of General Business Administration and Health Care Management, Ernst Moritz Arndt University Greifswald, Greifswald, Germany
| | - Wolfgang Hoffmann
- German Center for Neurodegenerative Diseases (DZNE), Rostock/Greifswald, Greifswald, Germany.,Institute for Community Medicine, Section Epidemiology of Health Care and Community Health, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany
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Van Liew C, Santoro M, Kothari D, Wooldridge J, Cronan TA. "Experience Keeps a Dear School": the Effects of Ethnicity and Caregiving Experience on Hiring a Healthcare Advocate. J Cross Cult Gerontol 2016; 31:409-426. [PMID: 27631311 DOI: 10.1007/s10823-016-9306-0] [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: 11/25/2022]
Abstract
In the present study, ethnic differences in evaluating the severity and associated needs of medical complications experienced by an elderly man and the likelihood of seeking professional assistance (i.e., hire a healthcare advocate [HCA]) to care for him, and for one's own family or parent should they become ill, as a function of previous caregiving experience, were investigated. The 974 participants were White, Black, Hispanic, or Asian/Pacific Islander. They read a hypothetical vignette about a 75-year-old man, Daryl, who was experiencing health problems. Participants were instructed to imagine that they were James, Daryl's son, and asked to indicate how severe his condition(s) were, how much medical assistance he would require, and how likely they would be to hire an HCA to assist him. They were also asked to report whether they previously had assisted a parent with activities of daily living (Assistance) and whether they would be likely to hire an HCA in the future if 1) a family member or 2) a parent, specifically, became ill. Two, 2 (Assistance) × 4 (Ethnicity) multivariate analyses of covariance (MANCOVA) were performed to assess differential responses among individuals of different ethnicities as a function of previous caregiver experience. A priori interaction contrasts were examined to determine whether Black, Hispanic, or Asian/Pacific Islander participants differed on the outcomes from White participants as a function of previous caregiver experience. There were no significant differences between Black or Asian/Pacific Islander and White participants, but Hispanic participants assigned significantly higher severity and need for medical assistance ratings and were significantly more likely to indicate that they would seek assistance from an HCA with respect to the vignette and for their own parents in the future if they had provided caregiving to a parent in the past, whereas White participants were less likely to seek assistance from an HCA if they had provided caregiving in the past to a parent. Although ethnic differences in evaluations of Daryl's condition and in the reported likelihoods of hiring an HCA in various contexts as a function of previous caregiving experience were limited, there are important inter-cultural differences to recognize. It may be important in future research to assess ethnic differences in the expectations and experiences of caregiving.
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Affiliation(s)
- Charles Van Liew
- Department of Psychology, San Diego State University, San Diego, CA, USA.
| | - Maya Santoro
- Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, CA, USA
| | - Dhwani Kothari
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | | | - Terry A Cronan
- Department of Psychology, San Diego State University, San Diego, CA, USA
- Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, CA, USA
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Leon J, Neumann PJ, Hermann RC, Hsu MA, Cummings JL, Doraiswamy PM, Marin D. Health-related quality-of-life and service utilization in Alzheimer's disease: A cross-sectional study. ACTA ACUST UNITED AC 2016. [DOI: 10.1177/153331750001500206] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The objective of this study was to explore the relationships between the severity of Alzheimer's disease (AD) in different care settings, health-related quality-of-life (HQoL), service utilization, and caregiver time and burden. Data were from a 1996 cross-sectional study of 679 AD patient/caregiver pairs. Patients met NINCDS/ADRDA criteria for probable Alzheimer's, were staged with the Clinical Dementia Rating Scale, and recruited from managed care plans, academic medical centers, nursing homes, and assisted living facilities. Patient data included: demographics, MMSE, co-morbidities, health-related quality-of-life, health status, and service utilization. Family caregiver data included demographics, caregiver time and burden. Significant findings included: patient HQoL scores were better for community patients, but worsened with disease severity; regardless of setting, patient SF-36 scores showed worse physical functioning and better mental health scores as disease severity increased; inpatient stays and ER visits were rare regardless of severity or setting, and for community patients, day care and in-home services use increased with AD severity. Family caregivers spent 18 hours per month on ADLs and 32 hours on IADLs. Hours increased for community patients and those with greater disease severity. Caregiver burden levels were higher for those serving community patients and increased with disease severity. Burden was lowest for mild and moderate patients in assisted living. Greater patient AD severity was related to increased morbidity, poorer health status, lower health-related quality-of-life, greater family caregiver time and burden, and greater service use regardless of setting. Findings reinforce the need for an AD continuum of care.
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Affiliation(s)
- Joel Leon
- Polisher Research Institute, Philadelphia Geriatric Center, Jenkintown, Pennsylvania
| | - Peter J. Neumann
- Harvard University School of Public Health, Center for Risk Analysis, Boston, Massachusetts
| | | | - Ming-Ann Hsu
- Pfizer Inc, Central Research, Groton, Connecticut
| | - Jeffrey L. Cummings
- UCLA School of Medicine, Department of Neurology and Psychiatry, Los Angeles, California
| | - P. Murali Doraiswamy
- Duke University Medical Center, Department of Psychiatry, Center for the Study of Aging, Durham, North Carolina
| | - Deborah Marin
- Mt. Sinai Medical Center, Department of Psychiatry, New York, New York
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Zimmer Z, Ofstedal MB, Chang MC. Impact of Cognitive Status and Decline on Service and Support Utilization among Older Adults in Taiwan. Res Aging 2016. [DOI: 10.1177/0164027501233001] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Using a sample of older adults in Taiwan, this study examines the impact of cognition on the use of informal support and formal health services. Results confirm the hypothesis that cognitive impairment is associated with increased use of informal care, while effects on formal service utilization are less consequential. A scale constructed from a subset of the Mini-Mental State Exam is significantly associated with receipt of instrumental activities of daily living assistance, while correlations with use of formal services such as hospitalization and physician visits are insignificant. A decline in cognitive status over time is correlated with the initiation of informal support but is not associated with formal service utilization. Implications of these results for a rapidly aging society such as Taiwan are discussed. With current low levels of fertility, future generations of older adults will have fewer social network resources. Absent of dramatic changes in cultural norms with respect to familial support in old age, the future will see an expanding care burden that must be borne by fewer family members.
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Abstract
Daughters are a traditional source of assistance in the care of their elderly parents. Past studies of caregiving have failed to exploit the information available in cross-sectional surveys to examine changes in caregiving prevalence with age. In this research, the methodological techniques of demography are used to examine the risk and practice of parental care over the life of adult women. The analyses reveal that parental caregiving is relatively rare at any point in time; however, among older women with a surviving parent, parental caregiving is common. Over one half of adult women with a surviving parent can expect to provide care to that parent at some point in the future. Lengthening life expectancies are likely to increase both the prevalence of caregiving and the ages at which it occurs.
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Marešová P, Zahálková V. The economic burden of the care and treatment for people with Alzheimer's disease: the outlook for the Czech Republic. Neurol Sci 2016; 37:1917-1922. [PMID: 27470305 DOI: 10.1007/s10072-016-2679-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Accepted: 07/18/2016] [Indexed: 11/30/2022]
Abstract
The aim of this paper is to specify the cost of treatment and care for people with Alzheimer's disease (AD) in the Czech Republic and also with a view to the future. Data availability is evaluated as well as the quality of cost comparison with other developed countries. Data for the Czech Republic will include data from the health insurance company regarding medicines and treatment, as well as a selected home caring for people with dementia and, ultimately, the Social Security Administration. The basic methods include an analysis of data from publicly available sources, direct interviews with the representatives of nursing homes caring for people with dementia and the representative of the Social Security Administration of the Czech Republic. Items will be specified within the category of direct costs. For the study, the indirect costs related to the loss of patient as well as caring person productivity are not considered. Costs for treatment and care are based from the data on 4162 patients, the costs of a bed from data on 391 beds in homes for the elderly. The average annual cost per patient with AD in the Czech Republic was calculated and came to the amount of 12,783 EUR. These items include outpatient care, inpatient care in a medical facility, inpatient care in homes and medications. In terms of share of these items on the direct costs, the largest item are services provided by special homes which contributes to the direct costs by 94 %, medications create 1 % and treatment (both outpatient and inpatient) 5 %. In the case of home care the total costs are lower at 4698 EUR. The Czech Republic as well as other developed countries are faced with the problem of unified accounting cost of people suffering from Alzheimer's disease. This then causes the calculation of the economic burden to be very difficult and indicative values.
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Affiliation(s)
- Petra Marešová
- Department of Economy, Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, 50003, Hradec Kralove, Czech Republic.
| | - Veronika Zahálková
- Department of Economy, Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, 50003, Hradec Kralove, Czech Republic
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Douglass C, Fox PJ. Health Care Utilization Among Clients With Alzheimer's Disease: Public Policy Implications From the California Alzheimer's Disease Diagnostic and Treatment Center Program. J Appl Gerontol 2016. [DOI: 10.1177/073346489901800106] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This study examines health and social service utilization among Alzheimer's disease clients of the California Alzheimer's Disease Diagnostic and Treatment Center (ADDTC) Program. This longitudinal study includes a nonrandom sample of program participants from 1988 to 1992 with a diagnosis of Alzheimer's disease (N = 737). Sample characteristics, service utilization rates, and recommendations for service use by ADDTC staff are described. Comparisons of service utilization at baseline assessment and first-annual assessment are made for 10 health and social services—physician services, senior center services, congregate or home-delivered meals, home health care, homemaker-chore services, adult day care, case management, transportation services, residential care, and nursing home care. The influence of ADDTC staff recommendations on subsequent service utilization is assessed and policy implications regarding the efficacy of these recommendations are discussed.
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Gaugler JE, Reese M, Mittelman MS. Effects of the Minnesota Adaptation of the NYU Caregiver Intervention on Depressive Symptoms and Quality of Life for Adult Child Caregivers of Persons with Dementia. Am J Geriatr Psychiatry 2015; 23:1179-92. [PMID: 26238226 PMCID: PMC4663141 DOI: 10.1016/j.jagp.2015.06.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Revised: 06/08/2015] [Accepted: 06/19/2015] [Indexed: 11/16/2022]
Abstract
OBJECTIVES This study determined whether the NYU Caregiver Intervention for Adult Children (the NYUCI-AC) significantly reduced depressive symptoms and improved quality of life for adult child caregivers of persons with dementia. METHODS The NYUCI-AC was evaluated within a single-blinded randomized controlled trial. The sample included 107 adult child caregivers of persons with dementia (N = 54 assigned to the multi-component treatment group; N = 53 assigned to a contact control group). Participants completed comprehensive assessments every 4 months during the first year and every 6 months thereafter for at least 2 years and up to 3.79 years. RESULTS Individual growth curve models found that caregivers in the NYUCI-AC treatment condition indicated statistically significant (p <0.05) curvilinear decreases in symptoms of depression indicating withdrawal, apathy, and lack of vigor and increases in perceptions of overall quality of life over a 3-year period in comparison to control caregivers. CONCLUSIONS The NYUCI-AC offered adult child caregivers the capacity, via individual and family counseling as well as ongoing support, to enhance their quality of life and overcome their social withdrawal and apathy over time. These findings lend additional support to the NYUCI as an evidence-based approach to support family caregivers of persons with dementia.
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Affiliation(s)
| | - Mark Reese
- School of Nursing & Center on Aging, University of Minnesota
| | - Mary S. Mittelman
- Research Professor, Department of Psychiatry, NYU Langone Medical Center
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Abstract
Dementia raises many ethical issues. The present review, taking note of the fact that the stages of dementia raise distinct ethical issues, focuses on three issues associated with stages of dementia's progression: (1) how the emergence of preclinical and asymptomatic but at-risk categories for dementia creates complex questions about preventive measures, risk disclosure, and protection from stigma and discrimination; (2) how despite efforts at dementia prevention, important research continues to investigate ways to alleviate clinical dementia's symptoms, and requires additional human subjects protections to ethically enroll persons with dementia; and (3) how in spite of research and prevention efforts, persons continue to need to live with dementia. This review highlights two major themes. First is how expanding the boundaries of dementias such as Alzheimer's to include asymptomatic but at-risk persons generate new ethical questions. One promising way to address these questions is to take an integrated approach to dementia ethics, which can include incorporating ethics-related data collection into the design of a dementia research study itself. Second is the interdisciplinary nature of ethical questions related to dementia, from health policy questions about insurance coverage for long-term care to political questions about voting, driving, and other civic rights and privileges to economic questions about balancing an employer's right to a safe and productive workforce with an employee's rights to avoid discrimination on the basis of their dementia risk. The review highlights these themes and emerging ethical issues in dementia.
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Affiliation(s)
- Rebecca A Johnson
- Department of Sociology,Princeton University,106 Wallace Hall,Princeton,New Jersey,USA
| | - Jason Karlawish
- Department of Medicine,Perelman School of Medicine,University of Pennsylvania,3615 Chestnut Street,Philadelphia,Pennsylvania,USA
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Lee SH, Coutu JP, Wilkens P, Yendiki A, Rosas HD, Salat DH. Tract-based analysis of white matter degeneration in Alzheimer's disease. Neuroscience 2015; 301:79-89. [PMID: 26026680 DOI: 10.1016/j.neuroscience.2015.05.049] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2015] [Revised: 05/18/2015] [Accepted: 05/20/2015] [Indexed: 12/31/2022]
Abstract
Although much prior work has focused on the known cortical pathology that defines Alzheimer's disease (AD) histologically, recent work has additionally demonstrated substantial damage to the cerebral white matter in this condition. While there is large evidence of diffuse damage to the white matter in AD, it is unclear whether specific white matter tracts exhibit a more accelerated pattern of damage and whether the damage is associated with the classical neurodegenerative changes of AD. In this study, we investigated microstructural differences in the large fascicular bundles of the cerebral white matter of individuals with AD and mild cognitive impairment (MCI), using recently developed automated diffusion tractography procedures in the Alzheimer's disease Neuroimaging Initiative (ADNI) dataset. Eighteen major fiber bundles in a total of 36 individuals with AD, 81 MCI and 60 control participants were examined with the TRActs Constrained by UnderLying Anatomy (TRACULA) procedure available as part of the FreeSurfer image processing software package. For each fiber bundle, the mean fractional anisotropy (FA), and mean, radial and axial diffusivities were calculated. Individuals with AD had increased diffusivities in both left and right cingulum-angular bundles compared to control participants (p<0.001). Individuals with MCI also had increased axial and mean diffusivities and increased FA in both cingulum-angular bundles compared to control participants (p<0.05) and decreased radial diffusivity compared to individuals with AD (p<0.05). We additionally examined how white matter deterioration relates to hippocampal volume, a traditional imaging measure of AD pathology, and found the strongest negative correlations in AD patients between hippocampal volume and the diffusivities of the cingulum-angular and cingulum-cingulate gyrus bundles and of the corticospinal tracts (p<0.05). However, statistically controlling for hippocampal volume did not remove all group differences in white matter measures, suggesting a unique contribution of white matter damage to AD unexplained by this disease biomarker. These results suggest that (1) AD-associated deterioration of white matter fibers is greatest in tracts known to be connected to areas of pathology in AD and (2) lower white matter tract integrity is more diffusely associated with lower hippocampal volume indicating that the pathology in the white matter follows to some degree the neurodegenerative staging and progression of this condition.
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Affiliation(s)
- S-H Lee
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Neurology, Kangwon National University School of Medicine, Chuncheon, South Korea.
| | - J-P Coutu
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - P Wilkens
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - A Yendiki
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - H D Rosas
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - D H Salat
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, USA
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Gaugler JE, Reese M, Mittelman MS. Effects of the Minnesota Adaptation of the NYU Caregiver Intervention on Primary Subjective Stress of Adult Child Caregivers of Persons With Dementia. THE GERONTOLOGIST 2015; 56:461-74. [PMID: 25628299 DOI: 10.1093/geront/gnu125] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 11/10/2014] [Indexed: 11/14/2022] Open
Abstract
PURPOSE OF THE STUDY This study determined whether the NYU Caregiver Intervention for Adult Children (the NYUCI-AC) significantly reduced primary subjective stress for adult child caregivers of persons with dementia. DESIGN AND METHODS The NYUCI-AC was evaluated within a single-blinded randomized controlled trial. The sample included 107 adult child caregivers of persons with dementia (n = 54 assigned to the multicomponent treatment group; n = 53 assigned to a contact control group). Participants completed comprehensive assessments at baseline and at 4-month intervals during the first year and every 6 months thereafter. The focus of the current analysis was on the effects of the NYUCI-AC on change in primary subjective stress over 8, 12, and 18 months. RESULTS Individual growth curve models found that caregivers in the NYUCI-AC treatment condition indicated statistically significant (p < .05) linear declines in overall negative reactions to behavior problems over a 1-year period when compared with controls. Adult child caregivers in the NYUCI-AC also indicated greater decreases in negative reactions to disruptive behavior problems when compared with controls over 8, 12, and 18 months. IMPLICATIONS The NYUCI-AC offered adult child caregivers counseling and support that improved their ability to manage their reactions to disruptive behaviors. This occurred despite the fact that other primary subjective stressors, such as role captivity and role overload, were not reduced.
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Affiliation(s)
- Joseph E Gaugler
- School of Nursing, Center on Aging, University of Minnesota, Minneapolis.
| | - Mark Reese
- School of Nursing, University of Minnesota, Minneapolis
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Abdollahpour I, Nedjat S, Noroozian M, Salimi Y, Majdzadeh R. Caregiver burden: the strongest predictor of self-rated health in caregivers of patients with dementia. J Geriatr Psychiatry Neurol 2014; 27:172-80. [PMID: 24614200 DOI: 10.1177/0891988714524627] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE People having dementia need help and supervision to perform their activities of daily living. This responsibility is usually imposed on family members who endure a great burden, leading to undesirable health outcomes. The aims of our study were to measure caregivers' health as well as identify its adjusted relevant predictors. METHODS One hundred and fifty three registered patients and their caregivers from Iranian Alzheimer Association were included in this cross-sectional study through sequential sampling. Self-rated health (SRH) was measured using a single question with Likert-type scale ranging from very bad (1) to very good (5). The multiple linear regression model was applied to determine the adjusted associations between independent variables under study and SRH. RESULTS The mean caregiver SRH level was 3.03. Of the participant caregivers, 29% were either unsatisfied or very unsatisfied with their health level. In the final regression model, SRH showed a direct significant association with the patient's number of children but an inverse significant association with the marital status (married patients), patient's age, and caregiver burden. CONCLUSIONS Caregiver burden was not only significantly associated with poor SRH after removing the effect of the other covariates but it was also recognized as the strongest predictor of caregivers' SRH. Therefore, it seems that development of intervention programs, in order to reduce caregiver burden, can be considered as important step in promoting caregivers' health level.
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Affiliation(s)
- Ibrahim Abdollahpour
- School of Public Health, Arak University of Medical Sciences, Arak, Iran Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Saharnaz Nedjat
- Department of Epidemiology and Biostatistics, School of Public Health, Knowledge Utilization Research Center, Tehran University of Medical Science, Tehran, Iran
| | - Maryam Noroozian
- Memory and Behavioral Neurology Department, Roozbeh Hospital, Tehran University of Medical Science, Tehran, Iran
| | - Yahya Salimi
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran Epidemiology and Biostatistics Department of Public Health School, Kermanshah University of Medical Science, Kermanshah, Iran
| | - Reza Majdzadeh
- Department of Epidemiology and Biostatistics, School of Public Health, Knowledge Utilization Research Center, Tehran University of Medical Science, Tehran, Iran
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Gupta S, Goren A, Phillips AL, Stewart M. Self-reported burden among caregivers of patients with multiple sclerosis. Int J MS Care 2014; 14:179-87. [PMID: 24453750 DOI: 10.7224/1537-2073-14.4.179] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Multiple sclerosis (MS) and Alzheimer's disease (AD) are chronic and progressive diseases that may impose a significant burden on caregivers and patients' immediate families. Extensive research shows MS and AD caregiver burden on physical and mental health, but no direct comparisons between MS and AD caregivers have been reported in the literature. The objective of this study was to examine the extent of MS caregiver burden compared with that of noncaregivers and AD caregivers. Data were obtained from the 2009 National Health and Wellness Survey administered online to a US representative adult sample (N = 75,000). Respondents reported health status, quality of life, work productivity, health-care utilization, and caregiver status. Multivariable regressions, adjusting for key characteristics (eg, age, gender, marital status, depression), were conducted to explore differences between MS caregivers (n = 215) and noncaregivers (n = 69,224) and between MS caregivers and AD caregivers (n = 1341). The results indicated that MS caregivers had significantly greater activity impairment (P = .01), poorer mental (P = .015) and physical (P = .002) health status, lower health utility scores (P = .002), and more traditional health-care provider visits (P < .001), emergency room (ER) visits (P < .001), and hospitalizations (P = .001) than noncaregivers, adjusting for covariates. After adjustments, MS caregivers had greater activity impairment (P = .044), more ER visits (P = .017), and more hospitalizations (P = .008) than AD caregivers. Significant work productivity differences were not observed across groups, possibly owing to fewer employed respondents. Thus, in this study, MS caregivers had significantly more burden than noncaregivers, and for some measures, even AD caregivers. The results reveal the hidden toll on those providing care for MS patients and highlight the need for health-care providers to recognize their burden so that appropriate measures can be implemented.
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Affiliation(s)
- Shaloo Gupta
- Health Outcomes Practice, Kantar Health, Princeton, NJ, USA (SG); Health Outcomes Practice, Kantar Health, New York, NY, USA (AG); Health Outcomes & Market Access, EMD Serono Inc, Rockland, MA, USA (an affiliate of Merck KGaA, Darmstadt, Germany) (ALP); and Specialty Care Medicines Development Group, Pfizer Inc, Groton, CT, USA (MS)
| | - Amir Goren
- Health Outcomes Practice, Kantar Health, Princeton, NJ, USA (SG); Health Outcomes Practice, Kantar Health, New York, NY, USA (AG); Health Outcomes & Market Access, EMD Serono Inc, Rockland, MA, USA (an affiliate of Merck KGaA, Darmstadt, Germany) (ALP); and Specialty Care Medicines Development Group, Pfizer Inc, Groton, CT, USA (MS)
| | - Amy L Phillips
- Health Outcomes Practice, Kantar Health, Princeton, NJ, USA (SG); Health Outcomes Practice, Kantar Health, New York, NY, USA (AG); Health Outcomes & Market Access, EMD Serono Inc, Rockland, MA, USA (an affiliate of Merck KGaA, Darmstadt, Germany) (ALP); and Specialty Care Medicines Development Group, Pfizer Inc, Groton, CT, USA (MS)
| | - Michelle Stewart
- Health Outcomes Practice, Kantar Health, Princeton, NJ, USA (SG); Health Outcomes Practice, Kantar Health, New York, NY, USA (AG); Health Outcomes & Market Access, EMD Serono Inc, Rockland, MA, USA (an affiliate of Merck KGaA, Darmstadt, Germany) (ALP); and Specialty Care Medicines Development Group, Pfizer Inc, Groton, CT, USA (MS)
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Micca JL, Galvin JE, Velting DM, Meng X. Efficacy of 13.3 mg/24 h versus 4.6 mg/24 h rivastigmine patch on activities of daily living in severe Alzheimer's disease. SAGE Open Med 2014; 2:2050312114561569. [PMID: 26770753 PMCID: PMC4607239 DOI: 10.1177/2050312114561569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 10/29/2014] [Indexed: 11/17/2022] Open
Abstract
Objective: Investigate efficacy of 13.3 mg/24 h rivastigmine patch in patients with severe Alzheimer’s disease on Alzheimer’s Disease Cooperative Study–Activities of Daily Living Scale–Severe Impairment Version items and domains. Methods: Retrospective analysis of the 24-week, randomized, double-blind ACTivities of daily living and cognitION (ACTION) study, using factor analysis to establish “best fit” for Alzheimer’s Disease Cooperative Study–Activities of Daily Living Scale–Severe Impairment Version items into domains. Treatment differences (13.3 vs 4.6 mg/24 h patch) on items and domains were assessed. Results: Overall, 632 patients provided Alzheimer’s Disease Cooperative Study–Activities of Daily Living Scale–Severe Impairment Version data. Factor analysis yielded four domains. The 13.3 versus 4.6 mg/24 h patch demonstrated significantly greater efficacy on “Daily function” (p = 0.038), supported by greatest effect sizes on items within this domain, and trend toward greater efficacy on “Communication” (p = 0.052). No significant between-group differences were observed on “Independence” (p = 0.600) or “Environment” (p = 0.261). Conclusion: The 13.3 mg/24 h patch was superior to 4.6 mg/24 h patch on “Daily function” in severe Alzheimer’s disease.
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Affiliation(s)
| | - James E Galvin
- Alzheimer Disease Center, Departments of Neurology and Psychiatry, New York University Langone Medical Center, New York, NY, USA
| | - Drew M Velting
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA
| | - Xiangyi Meng
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA
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Papachristou I, Giatras N, Ussher M. Impact of dementia progression on food-related processes: a qualitative study of caregivers' perspectives. Am J Alzheimers Dis Other Demen 2013; 28:568-74. [PMID: 23813792 PMCID: PMC10852594 DOI: 10.1177/1533317513494456] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
As dementia progresses, one area that can help maintain connection and memories with others is within the food domain. There is little research in this area particularly from the informal caregivers' perspectives. Therefore, a qualitative study was conducted to explore the impact of dementia progression on food-related processes from the perspectives of informal caregivers. The aim of the study was to document the methodology used and to disseminate the findings to researchers, care providers, and policy makers. A total of 10 men and 10 women caregivers of those with dementia underwent a semistructured interview. Transcripts were analyzed using thematic analysis. The caregivers' narratives indicated a set pattern of decline, with food shopping being the first ability to decline, followed by food preparation and the ability to eat. Caregivers adapted to their food roles, for example, by becoming responsible for financial issues. These adaptations were described as stressful yet satisfying as food care was seen as an important social time. Educating caregivers' about the likely adaptations to food processes may increase food satisfaction in both the parties.
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Affiliation(s)
- Ilia Papachristou
- Division of Population Health Sciences and Education, St George's University of London, London, UK.
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Wimo A, Jönsson L, Bond J, Prince M, Winblad B. The worldwide economic impact of dementia 2010. Alzheimers Dement 2013; 9:1-11.e3. [PMID: 23305821 DOI: 10.1016/j.jalz.2012.11.006] [Citation(s) in RCA: 671] [Impact Index Per Article: 55.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 11/19/2012] [Accepted: 11/21/2012] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To acquire an understanding of the societal costs of dementia and how they affect families, health and social care services, and governments to improve the lives of people with dementia and their caregivers. METHODS The basic design of this study was a societal, prevalence-based, gross cost-of-illness study in which costs were aggregated to World Health Organization regions and World Bank income groupings. RESULTS The total estimated worldwide costs of dementia were US$604 billion in 2010. About 70% of the costs occurred in western Europe and North America. In such high-income regions, costs of informal care and the direct costs of social care contribute similar proportions of total costs, whereas the direct medical costs were much lower. In low- and middle-income countries, informal care accounts for the majority of total costs; direct social care costs are negligible. CONCLUSIONS Worldwide costs of dementia are enormous and distributed inequitably. There is considerable potential for cost increases in coming years as the diagnosis and treatment gap is reduced. There is also likely to be a trend in low- and middle-income countries for social care costs to shift from the informal to the formal sector, with important implications for future aggregated costs and the financing of long-term care. Only by investing now in research and the development of cost-effective approaches to early diagnosis and care can future societal costs be anticipated and managed.
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Affiliation(s)
- Anders Wimo
- KI-Alzheimer Disease Research Centre, Karolinska Institutet, Stockholm, Sweden.
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