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O'Brien KS, Harkins K, Peifer M, Kleid M, Coykendall C, Shea J, Karlawish J, Burke RE. Designing an intervention to improve cognitive evaluations in primary care. Implement Sci Commun 2025; 6:9. [PMID: 39819971 PMCID: PMC11740457 DOI: 10.1186/s43058-025-00693-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 01/06/2025] [Indexed: 01/19/2025] Open
Abstract
BACKGROUND Early diagnosis is crucial to the optimal management of patients with cognitive impairment due to Alzheimer's disease (AD) or AD-related dementias. For some patients, early detection of cognitive impairment enables access to disease-modifying therapies. For all patients, it allows access to psychosocial supports. Patients typically first present their concerns about their cognition to a primary care provider, but in this setting, cognitive impairment is commonly underdiagnosed. There is also high variability in how cognitive evaluations are performed. We sought to understand barriers to and facilitators of cognitive evaluations in primary care, map barriers to implementation strategies, and gain consensus from stakeholders on possible strategies to improve dementia diagnosis in primary care. METHODS Semi-structured interviews conducted with primary care providers (PCPs). We used the Consolidated Framework for Implementation Research to inform our question guide and analysis, and incorporated chart-stimulated recall - using actual patients who had cognitive complaints who had presented to these providers - to understand clinicians' medical decision-making processes. These data were used to map identified barriers and facilitators to targeted implementation strategies. Then, this candidate list of strategies was presented to an expert stakeholder panel including clinicians and clinical operations specialists. Through a modified Delphi process, the list was narrowed to select the most promising strategies to incorporate in an intervention to improve cognitive evaluations in primary care. RESULTS Twenty PCPs were interviewed and mentioned barriers included lack of expertise to perform or interpret an assessment, time pressures, lack of incentives, competing priorities, lack of decision-making supports, and limited access to dementia specialists. Facilitators included the presence of an informant or caregiver and having additional staff to conduct cognitive testing. Implementation mapping resulted in a list of 15 candidate strategies. Using the modified Delphi process, these were narrowed to six. CONCLUSIONS We used a rigorous process to identify barriers to and facilitators of cognitive assessments in primary care, identify promising implementation strategies to address these barriers, and obtain the feedback of front-line users on these strategies. This holds substantial promise for improving cognitive assessments in primary care in future implementation trials.
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Affiliation(s)
- Kyra S O'Brien
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 3W Gates, Philadelphia, PA, 19104, USA. kyra.o'
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA. kyra.o'
| | - Kristin Harkins
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - MaryAnne Peifer
- Department of Family Medicine and Community Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Melanie Kleid
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Cameron Coykendall
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Judy Shea
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jason Karlawish
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, 3W Gates, Philadelphia, PA, 19104, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Robert E Burke
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Xiong J, Bhimani R, McMahon S, Chi CL, Anderson L. How Do Nurses Assess Cognition in Adults With Neurological Conditions? A Scoping Review. Rehabil Nurs 2024; 49:169-182. [PMID: 39099023 DOI: 10.1097/rnj.0000000000000470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
BACKGROUND According to epidemiological studies, neurological cognitive problems are increasingly prevalent in the aging population, with estimates that the number of people living with cognitive impairment will triple by 2050. Therefore, early detection in rehabilitation settings is needed to manage cognitive changes to ensure that individuals living with these conditions receive care and support that addresses their needs. PURPOSE This scoping review, based on the Arksey and O'Malley method, aims to investigate the cognitive assessments used for patients with neurological conditions in current nursing practice. METHOD PubMed, Ovid Medline, and CINAHL databases were searched to identify relevant articles published from 2017 to 2023 in English. Twenty-four articles met the inclusion criteria. Cognitive assessments were evaluated across acute care/hospital, outpatient/clinic, community, and long-term care/nursing home settings. RESULTS The Mini-Mental State Examination is the most frequently used tool across all settings except for long-term care. Cognition includes many different domains such as executive functioning and speed of processing information; however, most tools only capture memory. The nursing profession must expand its standardized nursing vocabulary to capture cognition better. CONCLUSIONS As rehabilitation nurses navigate diverse clinical environments, recognition of contextual nuances is important in selecting cognitive function measurement tools most suitable for their setting.
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Affiliation(s)
- Jiayue Xiong
- University of Minnesota School of Nursing, Minneapolis, MN, USA
| | - Rozina Bhimani
- University of Minnesota School of Nursing, Minneapolis, MN, USA
| | - Siobhan McMahon
- University of Minnesota School of Nursing, Minneapolis, MN, USA
| | - Chih-Lin Chi
- Institute for Health Informatics, University of Minnesota School of Nursing, Minneapolis, MN, USA
| | - Lisa Anderson
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, MN, USA
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Gibson C, Goeman D, Pond D, Yates M, Hutchinson A. General practice nurse perceptions of barriers and facilitators to implementation of best-practice dementia care recommendations-a qualitative interview study. BMC PRIMARY CARE 2024; 25:147. [PMID: 38698316 PMCID: PMC11064280 DOI: 10.1186/s12875-024-02401-9] [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: 11/27/2023] [Accepted: 04/23/2024] [Indexed: 05/05/2024]
Abstract
INTRODUCTION With an aging population and a growing prevalence of people living with dementia, the demand for best-practice dementia care in general practice increases. There is an opportunity to better utilise the nurse role within the primary care team to meet this increasing demand in the provision of care for people living with dementia. However, general practice nurses have limited knowledge in the provision of best-practice care for people living with dementia and their carer(s). A number of best-practice dementia care recommendations contained in the Australian Clinical Practice Guidelines and Principles of Care for People with Dementia have been identified as highly relevant to the role of the general practice nurse. AIMS To explore general practice nurses' perspectives on published best-practice dementia care recommendations relevant to their role and identify barriers and facilitators to their implementation into clinical practice. METHODS Thirteen Australian general practice nurses took part in this qualitative interview study. The research questions for this study were addressed within a paradigmatic framework of social constructionism. Data were transcribed verbatim and thematically analysed. RESULTS There was a high level of agreement between general practice nurses that the recommendations were important, reflected best-practice dementia care and were relevant to their role. However the recommendations were perceived as limited in their usefulness to nurses' clinical practice due to being too vague and lacking direction. Four main themes were identified describing barriers and facilitators to operationalising best-practice dementia care.: creating a comfortable environment; changing approach to care; optimising the general practice nurse role and working collaboratively. Nine sub-themes were described: physical environment; social environment; complexity of care; care planning for the family; professional role and identity, funding better dementia care, education, networking and resources; different roles, one team; and interagency communication. CONCLUSION This study identified several factors that need addressing to support general practice nurses to integrate best-practice dementia care recommendations into daily clinical practice. The development of interventions needs to include strategies to mitigate potential barriers and enhance facilitators that they perceive impact on their delivery of best-practice care for people living with dementia and their carer(s). The knowledge gained in this study could be used to develop multi-faceted interventions informed by theoretical implementation change models to enable the general practice nurse to operationalise best-practice dementia care recommendations.
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Affiliation(s)
- Caroline Gibson
- University of Newcastle, School of Medicine and Public Health, Callaghan, NSW, 2308, Australia.
- Grampians Health, Ballarat, Australia.
| | - Dianne Goeman
- University of Newcastle, School of Medicine and Public Health, Callaghan, NSW, 2308, Australia
- Faculty of Medicine, Nursing and Health Sciences, The Alfred Centre, Melbourne, Monash University, Clayton, Australia
| | - Dimity Pond
- University of Tasmania, Wicking Dementia and Teaching Centre, Hobart, Australia
| | - Mark Yates
- Deakin University, School of Medicine, Geelong, Australia
- Grampians Health, Ballarat, Australia
| | - Alison Hutchinson
- Deakin University, School of Nursing and Midwifery, Burwood, Australia
- Faculty of Medicine, Nursing and Health Sciences, The Alfred Centre, Melbourne, Monash University, Clayton, Australia
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Coelho ACR, Cruz EBDS, Radicchi HZ, Mattos EBT, Novelli MMPC, de Souza FG, Goulart R, Ribeiro CL. Effects of training Community Health Agents on dementia: a quasi-experimental study. Rev Bras Enferm 2024; 77:e20230027. [PMID: 38511785 PMCID: PMC10941676 DOI: 10.1590/0034-7167-2023-0027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 11/07/2023] [Indexed: 03/22/2024] Open
Abstract
OBJECTIVES to evaluate the knowledge of Community Health Agents about dementia before and after the training workshop for detecting signs of the disease. METHODS a quasi-experimental study with 33 community agents, in which sociodemographic information and knowledge about dementia were collected and assessed using the Alzheimer's Disease Knowledge Scale before and after the workshop. There were 10 weekly, online, synchronous meetings. The Student's t-test for related samples was used, and the effect size was calculated. RESULTS while the average score on the initial assessment, using the measurement instrument, was 16.3, it was 21.24 in the final assessment. An increase in the scale score was observed after participating in the workshop, with a value of 4.94. CONCLUSIONS it is urgent to invest in the ongoing education of these professionals for greater awareness in the timely detection of dementia cases in primary care and awareness of potentially modifiable factors.
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Affiliation(s)
| | | | | | | | | | | | - Rubens Goulart
- Secretaria Municipal de Saúde de Santos. Santos, São Paulo, Brazil
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Yondjo J, Siette J. "VR is the future": perspectives of healthcare professionals on virtual reality as a diagnostic tool for dementia status in primary care. BMC Med Inform Decis Mak 2024; 24:9. [PMID: 38178165 PMCID: PMC10765843 DOI: 10.1186/s12911-023-02413-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 12/20/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND Healthcare professionals (HPs) hold critical perspectives on the barriers and facilitating factors for the implementation of virtual reality (VR) dementia diagnosis tools in the clinical setting. This study aims to explore HP perspectives regarding the clinical implementation of dementia diagnosis tools using VR platforms. METHODS An exploratory qualitative interview study was carried out between July and September 2022. In-depth semi-structured interviews were conducted with HPs (n = 7) with clinical expertise in dementia diagnoses drawn from medicine, nursing and allied health practices. A hermeneutic phenomenological approach was used to frame the interview data across the dementia diagnosis pathway and application of new technology. RESULTS HPs were on average 36.29 years old (SD = 11.56) with 11.85 years of experience (SD = 12.80, range:4-42). Analyses identified three main themes related to the contemporary methods of dementia diagnosis, dementia diagnosis and the medical landscape and HP perspectives on the usefulness and barriers of VR implementation. VR was considered an innovative prospect, with improved ecological validity compared to commonplace, current cognitive assessments. Concerns of time commitments, monetary costs and the validity of the new technology were identified as key barriers to implementation. Overall, implementation of a new diagnostic tool was considered a complex process. CONCLUSIONS Our insight into general practice and nursing clinics can be supported to embed and integrate virtual reality platforms in primary care settings. Primary healthcare organizations require more funding and time related resources to produce a context in which VR tools could be implemented in a beneficial manner.
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Affiliation(s)
- Joshua Yondjo
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, NSW, 2145, Australia
| | - Joyce Siette
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, NSW, 2145, Australia.
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Morris ME, Brusco NK, McAleer R, Billett S, Brophy L, Bryant R, Carey L, Wright AC, East C, Eckert M, Edvardsson K, Fetherstonhaugh D, Fowler-Davis S, Frederico M, Gray R, McCaskie D, McKinstry C, Mitchell R, Oldenburg B, Shields N, Smith K, Spelten E, Taylor N, Thwaites C, Young S, Blackberry I. Professional care workforce: a rapid review of evidence supporting methods of recruitment, retention, safety, and education. HUMAN RESOURCES FOR HEALTH 2023; 21:95. [PMID: 38093376 PMCID: PMC10720209 DOI: 10.1186/s12960-023-00879-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 11/17/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Across the care economy there are major shortages in the health and care workforce, as well as high rates of attrition and ill-defined career pathways. The aim of this study was to evaluate current evidence regarding methods to improve care worker recruitment, retention, safety, and education, for the professional care workforce. METHODS A rapid review of comparative interventions designed to recruit, retain, educate and care for the professional workforce in the following sectors: disability, aged care, health, mental health, family and youth services, and early childhood education and care was conducted. Embase and MEDLINE databases were searched, and studies published between January 2015 and November 2022 were included. We used the Quality Assessment tool for Quantitative Studies and the PEDro tools to evaluate study quality. RESULTS 5594 articles were initially screened and after applying the inclusion and exclusion criteria, 30 studies were included in the rapid review. Studies most frequently reported on the professional nursing, medical and allied health workforces. Some studies focused on the single domain of care worker education (n = 11) while most focused on multiple domains that combined education with recruitment strategies, retention strategies or a focus on worker safety. Study quality was comparatively low with a median PEDro score of 5/10, and 77% received a weak rating on the Quality Assessment tool for Quantitative Studies. Four new workforce strategies emerged; early career rural recruitment supports rural retention; workload management is essential for workforce well-being; learning must be contextually relevant; and there is a need to differentiate recruitment, retention, and education strategies for different professional health and care workforce categories as needs vary. CONCLUSIONS Given the critical importance of recruiting and retaining a strong health and care workforce, there is an immediate need to develop a cohesive strategy to address workforce shortfalls. This paper presents initial evidence on different interventions to address this need, and to inform care workforce recruitment and retention. Rapid Review registration PROSPERO 2022 CRD42022371721 Available from: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42022371721.
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Affiliation(s)
- Meg E Morris
- The Victorian Rehabilitation Centre, Academic and Research Collaborative in Health (ARCH), and CERI, La Trobe University, Bundoora, VIC, 3083, Australia
| | - Natasha K Brusco
- La Trobe University, Bundoora, VIC, 3086, Australia.
- Rehabilitation, Ageing and Independent Living (RAIL) Research Centre, Monash University, Frankston, 3150, Australia.
| | - Rachael McAleer
- La Trobe Rural Health School, La Trobe University, Bendigo, 3550, Australia
| | | | - Lisa Brophy
- La Trobe University, Bundoora, VIC, 3086, Australia
| | - Rosemary Bryant
- AO Research Centre, University of South Australia, Adelaide, 5001, Australia
| | - Leeanne Carey
- La Trobe University, Bundoora, VIC, 3086, Australia
- Florey Institute of Neuroscience and Mental Health, Heidelberg, 3084, Australia
| | | | - Christine East
- La Trobe University, Bundoora, VIC, 3086, Australia
- Mercy Health, Richmond, 3121, Australia
| | - Marion Eckert
- Rosemary Bryant AO Research Centre, University of South Australia, Adelaide, 5001, Australia
| | | | | | - Sally Fowler-Davis
- Centre for Health and Care Research, Collegiate Crescent, Sheffield Hallam University, Sheffield, S1 1WB, UK
| | | | - Richard Gray
- La Trobe University, Bundoora, VIC, 3086, Australia
| | - Doug McCaskie
- Alfred Health, 55 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Carol McKinstry
- La Trobe Rural Health School, La Trobe University, Bendigo, 3550, Australia
| | | | - Brian Oldenburg
- La Trobe University, Bundoora, VIC, 3086, Australia
- Baker Heart and Diabetes Institute, Melbourne, 3004, Australia
| | - Nora Shields
- La Trobe University, Bundoora, VIC, 3086, Australia
| | - Karen Smith
- Silver Chain, Bourke Street, Melbourne, VIC, 3000, Australia
| | - Evelien Spelten
- La Trobe Rural Health School, La Trobe University, Bendigo, 3550, Australia
| | - Nicholas Taylor
- Eastern Health Academic and Research Collaborative in Health (ARCH), La Trobe University, Bundoora, 3086, Australia
| | - Claire Thwaites
- The Victorian Rehabilitation Centre and Academic and Research Collaborative in Health (ARCH) La Trobe University, Bundoora, VIC, 3083, Australia
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Gibson C, Goeman D, Yates M, Pond D. Best-practice recommendations to inform general practice nurses in the provision of dementia care: a Delphi study. Aust J Prim Health 2023; 29:643-649. [PMID: 37345268 DOI: 10.1071/py22276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 05/27/2023] [Indexed: 06/23/2023]
Abstract
BACKGROUND Worldwide, responsibility for dementia diagnosis and management is shifting to primary care, in particular to the general practitioner (GP). It has been acknowledged that primary care nurses, working collaboratively with GPs, have a role in dementia care by utilising their unique knowledge and skills. However, there are no best-practice guidelines or care pathways to inform nurses in general practice on what best-practice dementia care comprises and how to implement this into their practice. This study identified the recommendations in the Australian guidelines for dementia management most relevant to the role of the nurse working in general practice. METHODS Seventeen experts active in clinical practice and/or research in primary care nursing in general practice participated in an online three-round Delphi study. RESULTS All 17 participants were female with a nursing qualification and experienced in general practice clinical nursing and/or general practice nursing research. Five recommendations were identified as the most relevant to the role of the nurse in general practice. These recommendations all contained elements of person-centred care: the delivery of individualised information, ongoing support, including the carer in decision-making, and they also align with the areas where GPs want support in dementia care provision. CONCLUSION This novel study identified best-practice dementia care recommendations specific to nurses in general practice. These recommendations will inform a model of care for nurses in the provision of dementia care that supports GPs and better meets the needs of people living with dementia and their carer(s).
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Affiliation(s)
- Caroline Gibson
- Faculty of Health and Medicine, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW 2308, Australia; and Grampians Health, Ballarat, Vic. 3350, Australia
| | - Dianne Goeman
- Faculty of Health and Medicine, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW 2308, Australia; and Central Clinical School, Monash University, The Alfred Centre, Melbourne, Vic. 3004, Australia
| | - Mark Yates
- Grampians Health, Ballarat, Vic. 3350, Australia; and Deakin University School of Medicine, Ballarat Clinical School, Ballarat, Vic. 3350, Australia
| | - Dimity Pond
- Faculty of Health and Medicine, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW 2308, Australia
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Leather JZ, Keyworth C, Kapur N, Campbell SM, Armitage CJ. Implementation of national guidance for self-harm among general practice nurses: a qualitative exploration using the capabilities, opportunities, and motivations model of behaviour change (COM-B) and the theoretical domains framework. BMC Nurs 2023; 22:452. [PMID: 38041157 PMCID: PMC10693142 DOI: 10.1186/s12912-023-01360-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 05/27/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND Patients who self-harm may consult with primary care nurses, who have a safeguarding responsibility to recognise and respond to self-harm. However, the responses of nursing staff to self-harm are poorly understood, and opportunities to identify self-harm and signpost towards treatment may be missed. It is unclear how to support nursing staff to implement national guidelines. AIMS Among primary care nursing staff to: [1] Examine reported barriers and enablers to nurses' use of, and adherence to, national guidance for self-harm; and [2] Recommend potential intervention strategies to improve implementation of the NICE guidelines. METHODS Twelve telephone interviews partly structured around the capabilities, opportunities and motivations model of behaviour change (COM-B) were conducted with primary care nurses in the United Kingdom. The Theoretical Domains Framework was used as an analytical framework, while the Behaviour Change Wheel was used to identify exemplar behaviour change techniques and intervention functions. RESULTS Nursing staff identified a need to learn more about risk factors (knowledge), and strategies to initiate sensitive conversations about self-harm (cognitive and interpersonal skills) to support their professional competencies (professional role and identity). Prompts may support recall of the guidance and support a patient centred approach to self-harm within practices (memory, attention, and decision making). GPs, and other practice nurses offer guidance and support (social influences), which helps nurses to navigate referrals and restricted appointment lengths (environmental context and influences). CONCLUSIONS Two converging sets of themes relating to information delivery and resource availability need to be targeted. Nine groups of behaviour change techniques, and five intervention functions offer candidate solutions for future intervention design. Key targets for change include practical training to redress conversational skill gaps about self-harm, the integration of national guidance with local resources and practice-level protocols to support decision-making, and creating opportunities for team-based mentoring.
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Affiliation(s)
- Jessica Z Leather
- NIHR Greater Manchester Patient Safety Translational Research Centre, The University of Manchester, Manchester Academic Health Science Centre, Jean McFarlane Building, Oxford Road, Manchester, M13 9PY, UK.
- Manchester Centre for Health Psychology, Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Jean McFarlane Building, Oxford Road, Manchester, M13 9PY, UK.
| | - Chris Keyworth
- The School of Psychology, The University of Leeds, Woodhouse Lane, Leeds, UK
| | - Nav Kapur
- NIHR Greater Manchester Patient Safety Translational Research Centre, The University of Manchester, Manchester Academic Health Science Centre, Jean McFarlane Building, Oxford Road, Manchester, M13 9PY, UK
- Centre for Mental Health and Safety, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Stephen M Campbell
- NIHR Greater Manchester Patient Safety Translational Research Centre, The University of Manchester, Manchester Academic Health Science Centre, Jean McFarlane Building, Oxford Road, Manchester, M13 9PY, UK
- Centre for Primary Care and Health Services Research, School of Health Sciences, University of Manchester, Manchester, UK
- Department of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Molotlegi Street, Pretoria, 0208, South Africa
| | - Christopher J Armitage
- NIHR Greater Manchester Patient Safety Translational Research Centre, The University of Manchester, Manchester Academic Health Science Centre, Jean McFarlane Building, Oxford Road, Manchester, M13 9PY, UK
- Manchester Centre for Health Psychology, Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Jean McFarlane Building, Oxford Road, Manchester, M13 9PY, UK
- Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, The Nowgen Centre, Manchester, UK
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Hwang ES, Kim JK. Success factors of evidence-based training for pilots. INFORMATION DEVELOPMENT 2023. [DOI: 10.1177/02666669231159100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]
Abstract
Training pilots is a long-lasting and important task for the aviation safety and proper operation of airlines. Evidence-Based Training (EBT) is proposed as one of the best alternatives for pilot training. This study identified the need of EBT in terms of non-technical performance training for pilots. The purpose of this paper is to identify the need to introduce a new training system, the EBT model, and to assess and verify its performance by operating airlines to assist in decision making by airlines considering the introduction of EBT. A total of 1003 people were subjected to the study, including 557 captains and 446 co-pilots of each model who responded to the survey conducted after EBT. Results of the survey were analyzed through multiple regression analysis to confirm the validity of this model, and the pilots who were trained were also satisfied with EBT. The results show that the training program information and the system quality have a positive effect on the satisfaction of the trainee and the enhancement of the trainee's perceived ability. The results of this research contribute a positive basis for EBT. The implication of this study is that the proper provision of training program and the better system could support the performance of training for pilots.
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Affiliation(s)
| | - Jin Ki Kim
- Korea Aerospace University, School of Business
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Yang T, Gong D, Peng Y, Yang Y. Effects and influencing factors of Internet-based training on primary prevention of dementia among primary health care workers. NURSE EDUCATION TODAY 2022; 116:105454. [PMID: 35785654 DOI: 10.1016/j.nedt.2022.105454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 06/07/2022] [Accepted: 06/22/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Existing evidence-based guidelines and summaries on dementia prevention are not effectively disseminated and used by primary health care workers in developing countries. As such, the lack of knowledge and skills is a major obstacle to dementia prevention and has posed a need for relevant training. OBJECTIVES To evaluate the effects of an Internet-based dementia-related training program with the aim to improve the competence of primary health care workers to early detection of symptoms of memory disorder and dementia, and to provide effective guidance and consultation for residents. DESIGN A survey with 12 weeks follow-up. SETTINGS An Internet-based training program was conducted in four primary healthcare institutions in China between April and September 2020. PARTICIPANTS Primary health care workers, including doctors and nurses. METHODS A localized Internet-based training program on primary prevention of dementia for primary health care workers was built, based on existing guidelines. Self-made measures were used to evaluate the knowledge, self-efficacy, and behavioral intentions of primary health care workers. Data were collected before the training (T0), after the training (T1), and Week 12 after the training (T2). Differences between the different time points were tested using a generalized estimation equation. RESULTS There were 268 study participants, 120 of whom completed the training and the questionnaire three times consecutively. At T1 and T2, the knowledge, self-efficacy, and behavioral intention scores were higher than those at T0 (all B > 0, all p < 0.05. The knowledge scores were influenced by age, years of work, and occupation of participants. The self-efficacy and behavioral intention scores were influenced by age, dementia training history, and reception of complaints of memory loss. Eighty percent of the participants were satisfied with the training. CONCLUSIONS This study confirmed that Internet-based training on the primary prevention of dementia is highly accepted and improves the knowledge, self-efficacy, and behavioral intention of primary health care workers.
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Affiliation(s)
- Tiantian Yang
- School of Nursing, Third Military Medical University/Army Medical University, Chongqing, China
| | - De Gong
- School of Nursing, Third Military Medical University/Army Medical University, Chongqing, China
| | - Yan Peng
- School of Nursing, Third Military Medical University/Army Medical University, Chongqing, China
| | - Yanni Yang
- School of Nursing, Third Military Medical University/Army Medical University, Chongqing, China.
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Davidson AR, Reidlinger DP. A review of the growth and development of Australian practice nursing: Insights for the dietetic workforce. Nutr Diet 2022; 79:497-548. [PMID: 35989542 PMCID: PMC9545586 DOI: 10.1111/1747-0080.12764] [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: 01/16/2022] [Revised: 06/09/2022] [Accepted: 06/23/2022] [Indexed: 11/28/2022]
Abstract
Aim The aim of this scoping review was to provide an overview of the development of practice nurses, and the learnings that could be applied to improve the profile of dietetics practice in primary care. Methods A scoping review synthesising peer‐reviewed and other literature relevant to the development of Australian practice nurses was conducted. Structured searches using keywords ‘general practice’, ‘nurse’ and ‘Australia’ were conducted in PubMed and Google Scholar in June 2021. Key government websites, Department of Health and Services Australia, were searched to identify grey literature. One reviewer screened the titles and abstracts against inclusion criteria; two reviewers conducted full‐text screening independently. Data on the evolution of practice nursing were extracted based on its interest and transferability to the dietetics workforce. Results A total of 102 results (82 peer‐reviewed and 20 other literature) were included in the review. Key drivers for practice nurse role development in Australia were government funding, practice nurse practice standards, cost–benefit analyses of practice nurses, career and education opportunities, general practitioner and patient perspectives of practice nurses and, individual, community and local needs. Conclusions The practice nurse role has grown and strengthened and there are three key learnings that could be translated to strengthen the dietetics workforce in primary care. (1) Use and expansion of government funding, (2) furthering post‐tertiary education and career opportunities, including dietetic primary care practice standards and (3) targeting underserviced areas such as those that are rural and remote and building positive relationships with other stakeholders including practice nurses, general practitioners, patients and the broader primary care team.
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Affiliation(s)
- Alexandra R Davidson
- Faculty of Health Sciences and Medicine, Bond University, Gold Coast, Queensland, Australia
| | - Dianne P Reidlinger
- Faculty of Health Sciences and Medicine, Bond University, Gold Coast, Queensland, Australia
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Chatwin J, Ludwin K, Latham I. Combining ethnography and conversation analysis to explore interaction in dementia care settings. Health Expect 2022; 25:2306-2313. [PMID: 35841622 PMCID: PMC9615051 DOI: 10.1111/hex.13563] [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: 01/04/2022] [Revised: 06/06/2022] [Accepted: 06/16/2022] [Indexed: 11/30/2022] Open
Abstract
Background It is well established that the actions and behaviour of care home workers are fundamental to the well‐being of the people they care for. They not only deliver basic care but through their day‐to‐day presence provide an underlying continuity for residents, many of whom will have dementia or other cognitive problems. This can have many positive psychological and social benefits. A variety of ethnographic approaches have been used to explore the broader social and cultural dimensions of dementia care work. Similarly, there is a growing body of work applying micro‐level approaches such as conversation analysis (CA) to describe the interactional mechanics of specific care skills. Strategy We outline what ethnography and CA are, how they work as stand‐alone methodologies and how they have been used in care work and dementia care settings. A working illustration is given of how the two approaches may be integrated. Discussion Dementia care workers occupy a uniquely tenuous sociopolitical and professional position within healthcare. If they are to progress to a more professional status there is a pressing need for standardized systems of training to be developed. As has been common practice in most other fully professionalized sectors of healthcare, this training needs to be backed up by an understanding of how effective care work is undertaken at the micro‐level. For it to be practically relevant to care workers it also needs to have been informed by the wider social context in which it occurs. Conclusion We argue that elements of ethnography and CA can be usefully combined to provide the fully contextualized micro‐level descriptions of care work practice that will be needed if current moves towards the greater professionalization of care work are to continue. Patient or Public Contribution The authors undertake a significant amount of Patient and Public Involvement and Engagement and study codesign with members of the public, care workers and people living with dementia. Our engagement work with care staff and family carers undertaken as part of a current National Institute for Health Research study exploring naturalistic care worker skills (see acknowledgements) has been particularly relevant in shaping this article.
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Affiliation(s)
- John Chatwin
- Research and Innovation, Midlands Partnership NHS Foundation Trust, Stafford, UK
| | - Katherine Ludwin
- Research and Innovation, Midlands Partnership NHS Foundation Trust, Stafford, UK
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Dunkle RE, Cavignini K, Cho J, Sutherland L, Kales H, Connell C, Leggett A. Exploring dementia care in acute care settings: Perspectives of nurses and social workers on caring for patients with behavioral and psychological symptoms. SOCIAL WORK IN HEALTH CARE 2022; 61:169-183. [PMID: 35652442 PMCID: PMC9703945 DOI: 10.1080/00981389.2022.2076764] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 03/27/2022] [Accepted: 04/28/2022] [Indexed: 06/15/2023]
Abstract
This qualitative study compares perspectives of nurses (n = 5) and social workers (n = 12) about their role in caring for patients with dementia with behavioral and psychological problems in an acute care setting. A thematic qualitative analysis was conducted using the Rigorous and Accelerated Data Reduction Technique (RADaR). Three themes emerged: engagement of the patient and coordination with family and professionals, treatment and medical management of behavioral and psychological symptoms of dementia (BPSD) in the hospital, and barriers to care. Barriers to care are identified by both professions, with each having its own care niche. Social workers and nurses work as a team with the understanding that they face care challenges. Person centered care is a successful approach for the care team working with patients with BPSD.
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Affiliation(s)
- Ruth E Dunkle
- School of Social Work, University of Michigan, Ann Arbor, USA
| | | | - Joonyoung Cho
- School of Social Work, University of Michigan, Ann Arbor, USA
| | - Laura Sutherland
- School of Social Work and Department of Anthropology, Wayne State University, Detroit, USA
| | - Helen Kales
- Department of Psychiatry, University of California-Davis, Davis, USA
| | | | - Amanda Leggett
- Department of Psychiatry, University of Michigan, Ann Arbor, USA
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Gibson C, Goeman D, Yates MW, Pond D. Clinical practice guidelines and principles of care for people with dementia: a protocol for undertaking a Delphi technique to identify the recommendations relevant to primary care nurses in the delivery of person-centred dementia care. BMJ Open 2021; 11:e044843. [PMID: 33986053 PMCID: PMC8126272 DOI: 10.1136/bmjopen-2020-044843] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Nationally and internationally it is well recognised that dementia is poorly recognised and suboptimally managed in the primary care setting. There are multiple and complex reasons for this gap in care, including a lack of knowledge, high care demands and inadequate time for the general practitioner alone to manage dementia with its multiple physical, psychological and social dimensions. The primary care nurse potentially has a role in assisting the general practitioner in the provision of evidence-based dementia care. Although dementia-care guidelines for general practitioners exist, evidence on resources to support the primary care nurse in dementia care provision is scarce. The 'Australian Clinical Practice Guidelines and Principles of Care for People with Dementia' provides 109 recommendations for the diagnosis and management of dementia. This protocol describes a Delphi study to identify which of the 109 recommendations contained in these multidisciplinary guidelines are relevant to the primary care nurse in the delivery of person-centred dementia care in the general practice setting. METHODS AND ANALYSIS Using a Delphi consensus online survey, an expert panel will grade each of the recommendations written in the 'Clinical Practice Guidelines and Principles of Care for People with Dementia' as high-to-low relevance with respect to the role of the primary care nurse in general practice. To optimise reliability of results, quality indicators will be used in the data collection and reporting of the study. Invited panel members will include Australian primary care nurses working in general practice, primary care nursing researchers and representatives of the Australian Primary Health Care Nurses Association, the peak professional body for nurses working in primary healthcare. ETHICS AND DISSEMINATION This study has been approved by The University of Newcastle Human Research Ethics Committee (HREC) (H-2019-0029).Findings will be published in a peer-reviewed journal and presented at scientific conferences.
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Affiliation(s)
- Caroline Gibson
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Dianne Goeman
- Department of Public Health and Medicine, The University of Newcastle, Callaghan, New South Wales, Australia
- Department of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Mark William Yates
- Geriatric Medicine, Ballarat Health Service, Ballarat, Victoria, Australia
- Ballarat Clinical School, Deakin University, Ballarat, Victoria, Australia
| | - Dimity Pond
- General Practice, University of Newcastle Australia, Callaghan, New South Wales, Australia
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Diez-Canseco F, Rojas-Vargas J, Toyama M, Mendoza M, Cavero V, Maldonado H, Caballero J, Cutipé Y. Qualitative study of the implementation of the Continuity of Care and Rehabilitation Program for people with severe mental disorders in Peru. Rev Panam Salud Publica 2020; 44:e169. [PMID: 33417655 PMCID: PMC7778464 DOI: 10.26633/rpsp.2020.169] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 09/14/2020] [Indexed: 02/06/2023] Open
Abstract
Objective. Describe the implementation of the Continuity of Care and Rehabilitation Program (PCC-R) in community mental health centers (CSMCs, Spanish acronym) in Peru. Methods. Qualitative study of the implementation of the PCC-R in four CSMCs in Lima and La Libertad, Peru. Forty-two individual semi-structured interviews were conducted, as well as a focus group with five participants, for a total of 47 informants, including users, family members, and professionals involved in the design, implementation, and monitoring of the program. Results. The PCC-R is a key program for community mental health services in Peru and it enjoys broad acceptability. Providers and users report satisfaction with its results; however, the program lacks a policy document specifying its objectives, organization, and activities. This would explain the variability in its implementation. The PCC-R has limitations in terms of management of financial and human resources, and it is necessary to improve training and supervision. There is consensus on the need, usefulness, and viability of developing a system to monitor the PCC-R. Good practices and suggestions are presented with a view to addressing these challenges. Conclusions. The PCC-R is a flagship program for the CSMCs and for mental health reform in Peru. It has achieved broad acceptability among providers and users. Its implementation combines successes and difficulties, with pending tasks that include developing a policy document, improving resource management, strengthening training and supervision, and implementing a monitoring system for continuous improvement of the program.
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Affiliation(s)
- Francisco Diez-Canseco
- CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia Lima Peru CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Jefferson Rojas-Vargas
- CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia Lima Peru CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Mauricio Toyama
- CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia Lima Peru CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia, Lima, Peru
| | - María Mendoza
- Mental Health Department, Ministry of Health of Peru Mental Health Department, Ministry of Health of Peru
| | - Victoria Cavero
- CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia Lima Peru CRONICAS Centro de Excelencia en Enfermedades Crónicas [Center of Excellence in Chronic Diseases], Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Humberto Maldonado
- Mental Health Department, Ministry of Health of Peru Mental Health Department, Ministry of Health of Peru
| | - July Caballero
- Mental Health Department, Ministry of Health of Peru Mental Health Department, Ministry of Health of Peru
| | - Yuri Cutipé
- Mental Health Department, Ministry of Health of Peru Mental Health Department, Ministry of Health of Peru
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Diez-Canseco F, Rojas-Vargas J, Toyama M, Mendoza M, Cavero V, Maldonado H, Caballero J, Cutipé Y. [Qualitative study of the implementation of the Continuity of Care and Rehabilitation Program for people with severe mental disorders in PeruEstudo qualitativo sobre a implementação do Programa de Continuidade de Cuidados e Rehabilitação para pessoas com transtornos mentais graves no Peru]. Rev Panam Salud Publica 2020; 44:e134. [PMID: 33337443 PMCID: PMC7737645 DOI: 10.26633/rpsp.2020.134] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 09/14/2020] [Indexed: 11/24/2022] Open
Abstract
Objetivo. Describir la implementación del Programa de continuidad de cuidados y rehabilitación (PCC-R) en centros de salud mental comunitaria (CSMC) del Perú. Métodos. Estudio cualitativo sobre la implementación del PCC-R en cuatro CSMC de Lima y La Libertad, Perú. Se realizaron 42 entrevistas semiestructuradas individuales y un grupo focal con cinco participantes, para un total de 47 informantes entre usuarios, familiares y profesionales vinculados al diseño, la implementación y el monitoreo del PCC-R. Resultados. El PCC-R es un programa central de los servicios de salud mental comunitaria en Perú, goza de amplia aceptación y los prestadores y usuarios refieren estar satisfechos con sus resultados. Sin embargo, el programa carece de un documento normativo que detalle sus objetivos, organización y actividades, lo que explicaría la variabilidad en su aplicación. Existen limitaciones en la gestión de recursos financieros y humanos del PCC-R y necesidades de capacitación y supervisión, que deben ser mejoradas. Existe consenso sobre la necesidad, la utilidad y la viabilidad de desarrollar un sistema de monitoreo del PCC-R. Se recogen buenas prácticas y sugerencias para enfrentar estos retos. Conclusiones. El PCC-R es un programa insignia de los CSMC y de la reforma de la salud mental en Perú, y ha logrado amplia aceptación entre los prestadores y usuarios. Su implementación combina aciertos y dificultades, y revela tareas pendientes como desarrollar un documento normativo, mejorar la gestión de recursos, fortalecer la capacitación y acompañamiento, y aplicar un sistema de monitoreo para favorecer la mejora continua del programa.
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Affiliation(s)
- Francisco Diez-Canseco
- CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia Lima Perú CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Jefferson Rojas-Vargas
- CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia Lima Perú CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Mauricio Toyama
- CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia Lima Perú CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - María Mendoza
- Dirección de Salud Mental Ministerio de Salud del Perú Dirección de Salud Mental, Ministerio de Salud del Perú
| | - Victoria Cavero
- CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia Lima Perú CRONICAS Centro de Excelencia en Enfermedades Crónicas, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Humberto Maldonado
- Dirección de Salud Mental Ministerio de Salud del Perú Dirección de Salud Mental, Ministerio de Salud del Perú
| | - July Caballero
- Dirección de Salud Mental Ministerio de Salud del Perú Dirección de Salud Mental, Ministerio de Salud del Perú
| | - Yuri Cutipé
- Dirección de Salud Mental Ministerio de Salud del Perú Dirección de Salud Mental, Ministerio de Salud del Perú
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Wu Y, Zhang X, He Y, Cui J, Ge X, Han H, Luo Y, Liu L, Wang X, Yu H. Predicting Alzheimer's disease based on survival data and longitudinally measured performance on cognitive and functional scales. Psychiatry Res 2020; 291:113201. [PMID: 32559670 DOI: 10.1016/j.psychres.2020.113201] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 06/04/2020] [Accepted: 06/05/2020] [Indexed: 01/12/2023]
Abstract
This study assessed how well longitudinally taken cognitive and functional scales from people with mild cognitive impairment (MCI) predict conversion to Alzheimer's disease (AD). Participants were individuals with baseline MCI from the Alzheimer's Disease Neuroimaging Initiative. Scales included the Alzheimer Disease Assessment Scale-Cognitive (ADAS-Cog) 11 and 13, the Mini Mental State Examination (MMSE), and the Functional Assessment Questionnaire (FAQ). A joint modelling approach compared performance on the four scales for dynamic prediction of risk for AD. The goodness of fit measures included log likelihood, the Akaike Information Criterion (AIC) and the Bayesian Information Criterion (BIC). The area under the curve (AUC) of the receiver operating characteristic assessed predictive accuracy. The parameter α in the ADAS-Cog11, ADAS-Cog13, MMSE, and FAQ joint models was statistically significant. Joint MMSE and FAQ models had better goodness of fit. FAQ had the best predictive accuracy. Cognitive and functional impairment assessment scales are strong screening predictors when repeated measures are available. They could be useful for predicting risk for AD in primary healthcare.
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Affiliation(s)
- Yan Wu
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Xinnan Zhang
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Yao He
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Jing Cui
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Xiaoyan Ge
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Hongjuan Han
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Yanhong Luo
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Long Liu
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Xuxia Wang
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Hongmei Yu
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China; Shanxi Provincial Key Laboratory of Major Diseases Risk Assessment.
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