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Salari N, Lotfi F, Abdolmaleki A, Heidarian P, Rasoulpoor S, Fazeli J, Najafi H, Mohammadi M. The global prevalence of mild cognitive impairment in geriatric population with emphasis on influential factors: a systematic review and meta-analysis. BMC Geriatr 2025; 25:313. [PMID: 40329163 PMCID: PMC12053864 DOI: 10.1186/s12877-025-05967-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Accepted: 04/18/2025] [Indexed: 05/08/2025] Open
Abstract
BACKGROUND Mild cognitive impairment (MCI) is a common disorder among the geriatric population (GP). MCI induces adverse effects on life quality by disrupting of natural aging process, daily activities, and memory. This systematic review and meta-analysis study aimed to investigate the global prevalence of MCI in GP with an emphasis on associated influential factors. METHODS Electronic databases of PubMed, Scopus, WoS, Embase, ScienceDirect, and Google Scholar were systematically searched (by November 2024) using the MeSH-based keywords. Collected references were imported into the Citation Management Software of EndNote (v.8) for duplicate detection. Paper screenings and quality assessments were applied based on the inclusion and exclusion criteria. Then, eligible papers were gathered and data analysis was performed using CMA software (v.2). RESULTS In the review of 51 eligible studies (n = 287,689 elderly individuals), the global prevalence of mild cognitive impairment in geriatric population was found 23.7% (95%CI:18.6-29.6). According to the meta-regression analysis, following the increase in sample size and year of paper publication, the mild cognitive impairment index decreased and increased, respectively. Besides, age, educational level, and depression status were considered the most critical influential factors of mild cognitive impairment in geriatric population. CONCLUSION According to the relatively high prevalence of mild cognitive impairment in geriatric population, determination of proper health strategies seems necessary for diagnosis and treatment of mild cognitive impairment along with awareness and management of associated consequences in geriatric population. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Nader Salari
- Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Fateme Lotfi
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Amir Abdolmaleki
- Department of Operating Room, Nahavand School of Allied Medical Sciences, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Pegah Heidarian
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Shabnam Rasoulpoor
- Department of Nursing, School of Nursing and Midwifery, Urmia University of Medical Sciences, Nursing, Urmia, Iran
| | - Jalil Fazeli
- Occupational Sleep Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Hadi Najafi
- Department of Geriatric Health, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Mohammadi
- Research Center for Social Determinants of Health, Jahrom University of Medical Sciences, Jahrom, Iran.
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Ullrich P, Dutzi I, Buchner T, Werner C, Bongartz M, Bauer JM, Hauer K. Implementation of intervention programs specifically tailored for patients with cognitive impairment as comorbidity in early rehabilitation during acute hospitalization: An umbrella and scoping review. Geriatr Nurs 2025; 63:94-104. [PMID: 40158329 DOI: 10.1016/j.gerinurse.2025.03.009] [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: 04/12/2024] [Revised: 01/28/2025] [Accepted: 03/19/2025] [Indexed: 04/02/2025]
Abstract
INTRODUCTION Cognitive impairment (CI) is common among older hospitalized patients, posing risks for adverse events. However, the extent to which early rehabilitation interventions address CI needs is unclear. This umbrella and scoping review evaluates CI consideration in such interventions during acute hospitalization. MATERIAL AND METHODS Systematic reviews on early rehabilitation interventions for older patients were screened. Inclusion criteria encompassed CI mention in titles/objectives, patient assessment/description, inclusion of CI patients, (sub-) analyses by cognitive status, and tailored interventions. RESULTS Of 199 studies, only 3% addressed CI in titles/objectives, 68% assessed cognitive status, and 42% lacked CI patient information. Only 4% targeted CI patients, 55% included mixed populations. In 12% of studies, CI patient results were reported, 8% adjusted analyses for CI. Only 5% tailored interventions for CI. DISCUSSION Despite high prevalence, CI patients are largely overlooked in early rehabilitation. Future studies should consider CI in assessment, description, analysis, and intervention design.
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Affiliation(s)
- Phoebe Ullrich
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany; Department of Thoracic Oncology, Thoraxklinik Heidelberg, Heidelberg University Hospital, Röntgenstraße 1, 69126, Heidelberg, Germany; Department of General Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Vossstr.4, 69115, Heidelberg, Germany.
| | - Ilona Dutzi
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany.
| | - Theresa Buchner
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany.
| | - Christian Werner
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany.
| | - Martin Bongartz
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany.
| | - Jürgen M Bauer
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany.
| | - Klaus Hauer
- Geriatric Center, Medical Faculty Heidelberg, Heidelberg University, Rohrbacher Straße 149, 69126, Heidelberg, Germany; Department of General Psychiatry, Center for Psychosocial Medicine, University of Heidelberg, Vossstr.4, 69115, Heidelberg, Germany; Robert Bosch Gesellschaft für Medizinische Forschung mbH, Auerbachstraße 112, 70376, Stuttgart, Germany.
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Wylie W, Coleman M, Geppert C, Arciniegas D, Whiton J, Quinn D. C-L Case Conference: Assessment of Dispositional Capacity in Medically Complex Patients. J Acad Consult Liaison Psychiatry 2024; 65:379-387. [PMID: 38548229 DOI: 10.1016/j.jaclp.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 03/06/2024] [Accepted: 03/21/2024] [Indexed: 08/30/2024]
Abstract
We present the case of a 76-year-old male with mild cognitive impairment and delirium who was referred to consultation-liaison psychiatry for an assessment of capacity to choose discharge. Cases involving "dispositional capacity" are complex and increasingly frequent, with momentous consequences for patients and their families, but are rarely discussed in the literature. In this article, experts in functional assessment, cognition, and ethics provide guidance for this commonly encountered clinical scenario based on their experience and available literature. We review the content and formulation of occupational and physical therapy assessments and their utility to the consultation-liaison psychiatrist. We also examine the relationship of cognitive impairment to decisional capacity and offer suggestions on a structured approach to evaluation. Finally, we discuss the ethical and systemic considerations of dispositional capacity and explore potential pitfalls that can lead to interprofessional conflict and missed opportunities in patient care.
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Affiliation(s)
- William Wylie
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, NM.
| | - Mia Coleman
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, NM
| | - Cynthia Geppert
- VA National Center for Ethics in Health Care, Raymond G Murphy Department of Veterans Affairs Medical Center, Albuquerque, NM
| | - David Arciniegas
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, NM
| | - James Whiton
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, NM
| | - Davin Quinn
- Department of Psychiatry, University of New Mexico Health Sciences Center, Albuquerque, NM
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Zaraza-Morales DR, Duque-Ortiz C, Castañeda-Palacio HL, Hinestrosa Montoya LM, Chica Chica MI, Hernández Sánchez LM. The care of patients with psychiatric symptoms in general hospitalisation units: A phenomenological study. REVISTA COLOMBIANA DE PSIQUIATRIA (ENGLISH ED.) 2024; 53:318-326. [PMID: 39472224 DOI: 10.1016/j.rcpeng.2024.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 02/16/2022] [Accepted: 04/13/2022] [Indexed: 11/11/2024]
Abstract
INTRODUCTION The objective of this study was to explore the approach to patients with psychiatric symptoms by nursing professionals in general hospitalisation units in the city of Medellín, Colombia. METHODS A qualitative study with the method of interpretive phenomenology. 11 nursing professionals from general hospitalisation units in the city of Medellín, Colombia participated. The information analysis was processed according to the Phenomenological Interpretive Analysis method and with the support of the NVIVO Plus 12 software. RESULTS The nurses' experience is described through three themes: representations of the patient with psychiatric symptoms, the patient as aggressive, violent and unpredictable; feeling fearful while providing care, caring for others in the midst of prevention, fear and stress, and being in a chaotic situation, a circumstance that gets out of control and alters the dynamics of the hospitalisation unit. CONCLUSIONS Caring for patients with psychiatric symptoms is stressful, especially when nursing professionals perceive a lack of support from other colleagues and from the hospital administration. The above favours the development of alterations in the professional's physical and mental health.
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Affiliation(s)
| | - Camilo Duque-Ortiz
- Facultad de Enfermería, Universidad Pontificia Bolivariana, Medellín, Colombia
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Enderami A, Rashedi V, Malakouti SK, Shariati B, Birgani NF, Gharaeipour M, Kodan Z, Pourshams M. Dementia prevalence among hospitalized older patients: a multicenter study in Iran. Dement Neuropsychol 2024; 18:e20230083. [PMID: 38469122 PMCID: PMC10926988 DOI: 10.1590/1980-5764-dn-2023-0083] [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: 09/08/2023] [Accepted: 12/15/2023] [Indexed: 03/13/2024] Open
Abstract
UNLABELLED Dementia poses a significant societal and health challenge in the 21st century, with many hospitalized patients experiencing dementia without a documented diagnosis. OBJECTIVE To evaluate the prevalence of dementia and its associated risk factors among older patients admitted to hospitals. METHODS The study included older patients (≥ 60 years) admitted to medical departments of a general hospital in three major Iranian cities. Researchers utilized the Activities of Daily Living-Instrumental Activities of Daily Living (ADL-IADL) scale, the Geriatric Depression Scale (GDS), the Mini-Cog test, the 4 A's test (4AT), and the Abbreviated Mental Test Score (AMTS). Among the 420 recruited older inpatients, 228 (54.3%) were female. RESULTS The mean age of participants was 71.39 years (standard deviation ±7.95), with 30.7% diagnosed with major neurocognitive disorder (dementia). The likelihood of dementia exhibited statistically significant correlations with gender, age, number of children, and occupation. CONCLUSIONS Screening older individuals for cognitive impairment upon hospital admission holds the potential to prevent adverse outcomes and enhance the quality of treatment for patients concurrently dealing with dementia.
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Affiliation(s)
- Athena Enderami
- Mazandaran University of Medical Sciences, Faculty of Medicine, Department of Psychiatry, Sari, Mazandaran, Iran
| | - Vahid Rashedi
- University of Social Welfare and Rehabilitation Sciences, Iranian Research Center on Aging, Department of Aging, Tehran, Iran
| | - Seyed Kazem Malakouti
- Iran University of Medical Sciences, Director School of Behavioral Sciences and Mental Health, Tehran, Iran
| | - Behnam Shariati
- Iran University of Medical Sciences, School of Medicine, Psychosocial Health Research Institute, Mental Health Research Center, Department of Psychiatry, Tehran, Iran
| | | | | | - Zeinab Kodan
- Department of Psychiatry, Faculty of Nursing and Midwifery, Mazandaran University of Medical Sciences and Health Service, Sari, Mazandaran, Iran
| | - Maryam Pourshams
- Department of Psychiatry, Golestan Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
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Asiri HM, Asiri AM, Alruwaili HF, Almazan J. A scoping review of different monitoring-technology devices in caring for older adults with cognitive impairment. Front Public Health 2023; 11:1144636. [PMID: 37397705 PMCID: PMC10311478 DOI: 10.3389/fpubh.2023.1144636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/05/2023] [Indexed: 07/04/2023] Open
Abstract
Various monitoring technologies are being developed to prevent potential complications among older adults with cognitive impairment and improve their cognitive function. This scoping review identified gaps in the development of monitoring-technology devices for cognitive health status and highlights areas that require further inquiry. This study used the Joanna Briggs Institute (JBI) and the PRISMA extension for the checklist for scoping reviews using the eligibility criteria recommended by Population, Concept, and Context (PCC) framework. The study population included adults aged 65 years and above, while the concept and context are monitoring-technology devices utilized in detecting and caring for an older adult with cognitive impairment. Three electronic databases (Medline, Scopus, and Web of Science) were searched, and a total of 21 articles met the selection criteria. Several innovative technology-based devices for screening, assessing, detecting, and monitoring the interventions for older adult cognitive impairment and for family caregivers to ensure the continuity of care were established. Monitoring devices are useful in promoting older adult safety, improving their quality of life by enabling them to live independently for a longer period, and improving their mental wellbeing to help reduce the burden on caregivers by providing them with information concerning the activities of older adults. Moreover, studies have shown that older adults and their caregivers can learn to use these devices effectively and comfortably with proper education and training. The results of this study provide crucial insights into innovative technologies that can be used to assess cognitive health among older adults, which could substantially improve their mental health, and this baseline information can be used for supporting public health policy and enhancing their quality of life.
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Affiliation(s)
| | | | | | - Joseph Almazan
- School of Medicine, Nazarbayev University, Astana, Kazakhstan
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Barra BJ, Barahona M, Varela LF, Calvo P, Bastidas A, Carreño J, Pintor L. A Cross-Sectional, Retrospective, and Comparative Study between Delirium and Non-Delirium Psychiatric Disorders in a Psychogeriatric Inpatient Population Referred to Consultation-Liaison Psychiatry Unit. Medicina (B Aires) 2023; 59:medicina59040693. [PMID: 37109651 PMCID: PMC10141533 DOI: 10.3390/medicina59040693] [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: 01/28/2023] [Revised: 03/24/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023] Open
Abstract
Background and objectives: Delirium is the most prevalent psychiatric disorder in inpatient older people. Its presence is associated with higher rates of institutionalization, functional disability and mortality. This study aims to evaluate delirium in a hospitalized psychogeriatric population, focusing on which factors predict the appearance of delirium, the impact it generates and the diagnostic concordance between non-psychiatric physicians and psychiatrists. Material and methods: This is an observational, cross-sectional, retrospective, and comparative study. We obtained data from a sample of 1017 patients (≥65 years) admitted to general hospital and referred from different services to the consultation-liaison psychiatry (CLP) unit. Logistic regression was performed using delirium as the dependent variable. To estimate the concordance of the diagnoses, the Kappa coefficient was used. To assess the impact of delirium, an ordinal regression, Wilcoxon median test and Fisher’s test were performed. Results: Delirium is associated with a higher number of visits, OR 3.04 (95% CI 2.38–3.88), longer length of stay and mortality, OR 2.07 (95% CI, 1.05 to 4.10). The model to predict delirium shows that being >75 years old has an OR of 2.1 (95% CI, 1.59–2.79), physical disability has an OR of 1.66 (95% CI, 1.25–2.20), history of delirium has an OR of 10.56 (95% CI, 5.26–21.18) and no use of benzodiazepines has an OR of 4.24 (95% CI, 2.92–6.14). The concordance between the referring physician’s psychiatric diagnosis and the psychiatrist CLP unit showed a kappa of 0.30. When analysing depression and delirium, the concordance showed Kappa = 0.46. Conclusions: Delirium is a highly prevalent psychiatric disorder, but it is still underdiagnosed, with low diagnostic concordance between non-psychiatric doctors and psychiatrists from CLP units. There are multiple risk factors associated with the appearance of delirium, which must be managed to reduce its appearance.
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Affiliation(s)
- Bernardo J. Barra
- Department of Psychiatry, Hospital Clinic i Provincial of Barcelona, University of Barcelona, 08036 Barcelona, Spain (L.P.)
- Mental Health Service, Clínica Universidad de los Andes, Santiago 7591047, Chile
- Department of Psychiatry, Medicine School, Universidad Andrés Bello (UNAB), Santiago 8370146, Chile;
- Correspondence: ; Tel.: +56-9-9139-9020
| | - Maximiliano Barahona
- Department of Orthopaedic Surgery, Hospital Clínico Universidad de Chile, Santiago 8380456, Chile
| | - Luis F. Varela
- Department of Psychiatry, Medicine School, Universidad Andrés Bello (UNAB), Santiago 8370146, Chile;
| | - Pilar Calvo
- Medicine School, University of Chile, Santiago 8330015, Chile
| | - Anna Bastidas
- Department of Psychiatry, Hospital Clinic i Provincial of Barcelona, University of Barcelona, 08036 Barcelona, Spain (L.P.)
| | - Jorge Carreño
- Department of Psychiatry, Medicine School, Universidad de Santiago de Chile, Santiago 8380456, Chile
- Department of Psychiatry, Medicine School, Universidad Mayor, Santiago 8330015, Chile
| | - Luis Pintor
- Department of Psychiatry, Hospital Clinic i Provincial of Barcelona, University of Barcelona, 08036 Barcelona, Spain (L.P.)
- Institute of Biomedical Research August Pi i Sunyer (IDIBAPS), University of Barcelona, 08036 Barcelona, Spain
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Zhang J, Xu X, Zhang X, Yin Y, Wang J. Self-perceived care needs and quality of life in people with cognitive impairment during routine care at home: cross-sectional results of the interventional study. BMC Geriatr 2023; 23:185. [PMID: 36991348 PMCID: PMC10061730 DOI: 10.1186/s12877-023-03846-w] [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: 07/30/2022] [Accepted: 02/24/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Cognitive impairment (CI) is one of the most common disabling symptoms in the elderly, and people with CI face a variety of unmet care needs. There is limited evidence on the relationship between unmet needs and quality of life (QoL) of people with CI. The aim of this study is to analyse the current situation of unmet needs and QoL among people with CI, and to explore the correlation between QoL and unmet needs. METHODS The analyses use baseline data of the intervention trial, which recruited 378 participants to complete the questionnaire including the Camberwell Assessment of Need for the Elderly (CANE), and the Medical Outcomes Study 36-item Short-Form (SF-36). The SF-36 was further gathered into physical component summary (PCS) and mental component summary (MCS). Multiple linear regression analysis was conducted to explore the correlations between unmet care needs and PCS and MCS of SF-36. RESULTS The mean score of each of the eight domains of SF-36 was significantly lower than the Chinese population norm. The incidence of unmet needs ranged from 0 to 65.1%. Multiple linear regression results showed that living in rural areas (Beta=-0.16, P < 0.001), having unmet physical needs (Beta=-0.35, P < 0.001), and unmet psychological needs (Beta=-0.24, P < 0.001) were associated with lower PCS scores, whereas duration of CI > 2 years (Beta=-0.21, P < 0.001), unmet environmental needs (Beta=-0.20, P < 0.001), and unmet psychological needs (Beta=-0.15, P < 0.001) were associated with lower MCS scores. CONCLUSION The main results support the important view that lower QoL scores are associated with unmet needs in people with CI, depending on the domain. Given that the more unmet needs can further worsen QoL, it is recommended that more strategies should be taken, especially for those with unmet care needs, so as to improve their QoL.
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Affiliation(s)
- Juxia Zhang
- Clinical Educational Department, Gansu Provincial Hospital, Lanzhou, Gansu, 730000, China
| | - Xiaoqin Xu
- Neurology Department, Gansu Provincial Hospital, Lanzhou, Gansu, 730000, China
| | - Xiaoli Zhang
- School of Nursing, Gansu University of Chinese Medicine, Lanzhou, Gansu, 730000, China
| | - Yuhuan Yin
- School of Nursing, Gansu University of Chinese Medicine, Lanzhou, Gansu, 730000, China
| | - Jiancheng Wang
- Geriatrics Department, Gansu Provincial Hospital, Lanzhou, Gansu, 730000, China.
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Gottschalk S, Meyer G, Haastert B, Abraham J. Prevention of physical restraints in the acute care setting (PROTECT): study protocol for a cluster-randomised controlled pilot study. BMJ Open 2023; 13:e066291. [PMID: 36592997 PMCID: PMC9809259 DOI: 10.1136/bmjopen-2022-066291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/19/2022] [Indexed: 01/03/2023] Open
Abstract
INTRODUCTION Physical restraints (PR) are regularly used in acute care settings, although evidence for their effectiveness and safety (eg, for prevention of falls) is lacking. Their use is associated with adverse events, such as decreased mobility and injuries for patients. We developed a complex intervention to prevent PR in acute care settings according to the UK Medical Research Council Framework, and investigated the feasibility. The intervention comprised the qualification of key nurses as multipliers and a short interprofessional information session. The intervention has proven to be feasible. It also became apparent that further development of the intervention and the study procedures is necessary. Therefore, this study aims to refine and pilot the complex intervention. Furthermore, the objective of this pilot study is to improve study procedures. METHODS AND ANALYSIS In a preparatory phase, we will conduct focus groups and individual interviews with the target groups to explore the possibilities for adaption of the intervention and implementation strategies. Subsequently, a cluster-randomised controlled trial with a 6-month follow-up period will be conducted. It is planned to recruit eight general hospitals in Germany (area of Halle (Saale) and Leipzig) with 28 wards and 924 patients per observation period (2772 overall). Primary outcome is the proportion of patients with at least one PR after 6 months. Data will be collected by direct observation over a period of seven consecutive days and three times a day. Secondary outcomes are falls, interruptions in therapy and prescription of psychotropic medication. A comprehensive process evaluation will accompany the study. ETHICS AND DISSEMINATION The Ethics committee of the Medical Faculty of the University of Halle (Saale) approved the study protocol. Results will be published in a peer-reviewed journal and presented at conferences. Study information and additional material will be freely available on an already existing website. TRIAL REGISTRATION NUMBER DRKS00027989.
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Affiliation(s)
- Susan Gottschalk
- Institute of Health and Nursing Sciences, Medical Faculty, Martin Luther University Halle-Wittenberg, Halle (Saale), Saxony-Anhalt, Germany
| | - Gabriele Meyer
- Institute of Health and Nursing Sciences, Medical Faculty, Martin Luther University Halle-Wittenberg, Halle (Saale), Saxony-Anhalt, Germany
| | | | - Jens Abraham
- Institute of Health and Nursing Sciences, Medical Faculty, Martin Luther University Halle-Wittenberg, Halle (Saale), Saxony-Anhalt, Germany
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Jaotombo F, Pauly V, Fond G, Orleans V, Auquier P, Ghattas B, Boyer L. Machine-learning prediction for hospital length of stay using a French medico-administrative database. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2022; 11:2149318. [PMID: 36457821 PMCID: PMC9707380 DOI: 10.1080/20016689.2022.2149318] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 10/17/2022] [Accepted: 11/16/2022] [Indexed: 06/17/2023]
Abstract
INTRODUCTION Prolonged Hospital Length of Stay (PLOS) is an indicator of deteriorated efficiency in Quality of Care. One goal of public health management is to reduce PLOS by identifying its most relevant predictors. The objective of this study is to explore Machine Learning (ML) models that best predict PLOS. METHODS Our dataset was collected from the French Medico-Administrative database (PMSI) as a retrospective cohort study of all discharges in the year 2015 from a large university hospital in France (APHM). The study outcomes were LOS transformed into a binary variable (long vs. short LOS) according to the 90th percentile (14 days). Logistic regression (LR), classification and regression trees (CART), random forest (RF), gradient boosting (GB) and neural networks (NN) were applied to the collected data. The predictive performance of the models was evaluated using the area under the ROC curve (AUC). RESULTS Our analysis included 73,182 hospitalizations, of which 7,341 (10.0%) led to PLOS. The GB classifier was the most performant model with the highest AUC (0.810), superior to all the other models (all p-values <0.0001). The performance of the RF, GB and NN models (AUC ranged from 0.808 to 0.810) was superior to that of the LR model (AUC = 0.795); all p-values <0.0001. In contrast, LR was superior to CART (AUC = 0.786), p < 0.0001. The variable most predictive of the PLOS was the destination of the patient after hospitalization to other institutions. The typical clinical profile of these patients (17.5% of the sample) was the elderly patient, admitted in emergency, for a trauma, a neurological or a cardiovascular pathology, more often institutionalized, with more comorbidities notably mental health problems, dementia and hemiplegia. DISCUSSION The integration of ML, particularly the GB algorithm, may be useful for health-care professionals and bed managers to better identify patients at risk of PLOS. These findings underscore the need to strengthen hospitals through targeted allocation to meet the needs of an aging population.
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Affiliation(s)
- Franck Jaotombo
- Aix-Marseille University, EA 3279 - Public Health, Chronic Diseases and Quality of Life - Research Unit, La Timone Medical University, Marseille, France
- I2M, CNRS, UMR, Aix-Marseille University, Marseille, France
- Operations Data and Artificial Intelligence, EM Lyon Business School, Ecully, France
| | - Vanessa Pauly
- Aix-Marseille University, EA 3279 - Public Health, Chronic Diseases and Quality of Life - Research Unit, La Timone Medical University, Marseille, France
- Service d’Information Médicale, Public Health Department, La Conception Hospital, Assistance Publique - Hôpitaux de Marseille, Marseille, France
| | - Guillaume Fond
- Aix-Marseille University, EA 3279 - Public Health, Chronic Diseases and Quality of Life - Research Unit, La Timone Medical University, Marseille, France
| | - Veronica Orleans
- Service d’Information Médicale, Public Health Department, La Conception Hospital, Assistance Publique - Hôpitaux de Marseille, Marseille, France
| | - Pascal Auquier
- Aix-Marseille University, EA 3279 - Public Health, Chronic Diseases and Quality of Life - Research Unit, La Timone Medical University, Marseille, France
| | - Badih Ghattas
- I2M, CNRS, UMR, Aix-Marseille University, Marseille, France
| | - Laurent Boyer
- Aix-Marseille University, EA 3279 - Public Health, Chronic Diseases and Quality of Life - Research Unit, La Timone Medical University, Marseille, France
- Service d’Information Médicale, Public Health Department, La Conception Hospital, Assistance Publique - Hôpitaux de Marseille, Marseille, France
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Abraham J, Hirt J, Richter C, Köpke S, Meyer G, Möhler R. Interventions for preventing and reducing the use of physical restraints of older people in general hospital settings. Cochrane Database Syst Rev 2022; 8:CD012476. [PMID: 36004796 PMCID: PMC9404383 DOI: 10.1002/14651858.cd012476.pub2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND Physical restraints, such as bedrails, belts in chairs or beds, and fixed tables, are commonly used for older people in general hospital settings. Reasons given for using physical restraints are to prevent falls and fall-related injuries, to control challenging behavior (such as agitation or wandering), and to ensure the delivery of medical treatments. Clear evidence of their effectiveness is lacking, and potential harms are recognised, including injuries associated with the use of physical restraints and a negative impact on people's well-being. There are widespread recommendations that their use should be reduced or eliminated. OBJECTIVES To assess the best evidence for the effects and safety of interventions aimed at preventing and reducing the use of physical restraint of older people in general hospital settings. To describe the content, components and processes of these interventions. SEARCH METHODS We searched the Cochrane Dementia and Cognitive Improvement Group's register, MEDLINE (Ovid SP), Embase (Ovid SP), PsycINFO (Ovid SP), CINAHL (EBSCOhost), Web of Science Core Collection (Clarivate), LILACS (BIREME), ClinicalTrials.gov and the World Health Organization's meta-register the International Clinical Trials Registry Portal on 20 April 2022. SELECTION CRITERIA We included randomised controlled trials and controlled clinical trials that investigated the effects of interventions that aimed to prevent or reduce the use of physical restraints in general hospital settings. Eligible settings were acute care and rehabilitation wards. We excluded emergency departments, intensive care and psychiatric units, as well as the use of restrictive measures for penal reasons (e.g. prisoners in general medical wards). We included studies with a mean age of study participants of at least 65 years. Control groups received usual care or active control interventions that were ineligible for inclusion as experimental interventions. DATA COLLECTION AND ANALYSIS Two review authors independently selected the articles for inclusion, extracted data, and assessed the risk of bias of all included studies. Data were unsuitable for meta-analysis, and we reported results narratively. We used GRADE methods to describe our certainty in the results. MAIN RESULTS We included four studies: two randomised controlled trials (one individually-randomised, parallel-group trial and one clustered, stepped-wedge trial) and two controlled clinical trials (both with a clustered design). One study was conducted in general medical wards in Canada and three studies were conducted in rehabilitation hospitals in Hong Kong. A total of 1709 participants were included in three studies; in the fourth study the number of participants was not reported. The mean age ranged from 67 years to 84 years. The duration of follow-up covered the period of patients' hospitalisation in one study (21 days average length of stay) and ranged from 4 to 11 months in the other studies. The definition of physical restraints differed slightly, and one study did not include bedrails. Three studies investigated organisational interventions aimed at implementing a least-restraint policy to reduce physical restraints. The theoretical approach of the interventions and the content of the educational components was comparable across studies. The fourth study investigated the use of pressure sensors for participants with an increased falls risk, which gave an alarm if the participant left the bed or chair. Control groups in all studies received usual care. Three studies were at high risk of selection bias and risk of detection bias was unclear in all studies. Because of very low-certainty evidence, we are uncertain about the effect of organisational interventions aimed at implementing a least-restraint policy on our primary efficacy outcome: the use of physical restraints in general hospital settings. One study found an increase in the number of participants with at least one physical restraint in the intervention and control groups, one study found a small reduction in both groups, and in the third study (the stepped-wedge study), the number of participants with at least one physical restraint decreased in all clusters after implementation of the intervention but no detailed information was reported. For the use of bed or chair pressure sensor alarms for people with an increased fall risk, we found moderate-certainty evidence of little to no effect of the intervention on the number of participants with at least one physical restraint compared with usual care. None of the studies systematically assessed adverse events related to use of physical restraint use, e.g. direct injuries, or reported such events. We are uncertain about the effect of organisational interventions aimed at implementing a least-restraint policy on the number of participants with at least one fall (very low-certainty evidence), and there was no evidence that organisational interventions or the use of bed or chair pressure sensor alarms for people with an increased fall risk reduce the number of falls (low-certainty evidence from one study each). None of the studies reported fall-related injuries. We found low-certainty evidence that organisational interventions may result in little to no difference in functioning (including mobility), and moderate-certainty evidence that the use of bed or chair pressure sensor alarms has little to no effect on mobility. We are uncertain about the effect of organisational interventions on the use of psychotropic medication; one study found no difference in the prescription of psychotropic medication. We are uncertain about the effect of organisational interventions on nurses' attitudes and knowledge about the use of physical restraints (very low-certainty evidence). AUTHORS' CONCLUSIONS We are uncertain whether organisational interventions aimed at implementing a least-restraint policy can reduce physical restraints in general hospital settings. The use of pressure sensor alarms in beds or chairs for people with an increased fall risk has probably little to no effect on the use of physical restraints. Because of the small number of studies and the study limitations, the results should be interpreted with caution. Further research on effective strategies to implement a least-restraint policy and to overcome barriers to physical restraint reduction in general hospital settings is needed.
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Affiliation(s)
- Jens Abraham
- Institute of Health and Nursing Sciences, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Julian Hirt
- Institute of Health and Nursing Sciences, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
- Institute of Applied Nursing Science, Eastern Switzerland University of Applied Sciences (formerly FHS St. Gallen), St. Gallen, Switzerland
| | - Christin Richter
- Institute of Health and Nursing Sciences, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Sascha Köpke
- Institute of Nursing Science, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Gabriele Meyer
- Institute of Health and Nursing Sciences, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Ralph Möhler
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine University, Düsseldorf, Germany
- School of Public Health, Bielefeld University, Bielefeld, Germany
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12
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Kracht F, Boekholt M, Schumacher-Schönert F, Nikelski A, Chikhradze N, Lücker P, Vollmar HC, Hoffmann W, Kreisel SH, Thyrian JR. Describing people with cognitive impairment and their complex treatment needs during routine care in the hospital - cross-sectional results of the intersec-CM study. BMC Geriatr 2021; 21:425. [PMID: 34253180 PMCID: PMC8276375 DOI: 10.1186/s12877-021-02298-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 04/27/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Cognitive impairment is an important determinant in health care. In the acute hospital setting cognition has a strong impact on treatment and care. Cognitive impairment can negatively affect diagnostics and treatment success. However, little is known about the individual situation and specific risks of people with cognitive impairments during hospital stays. The aim of the present research is to describe and analyze the treatment needs of people with cognitive impairments in acute hospital care. METHODS The analyses use baseline data of the ongoing multisite, longitudinal, randomized controlled intervention trial intersec-CM (Supporting elderly people with cognitive impairment during and after hospital stays with Intersectoral Care Management), which recruited 402 participants at baseline. We assessed sociodemographic aspects, cognitive status, functional status, frailty, comorbidities, level of impairment, formal diagnosis of dementia, geriatric diagnoses, delirium, depression, pharmacological treatment, utilization of health care services and health care related needs. RESULTS The sample under examination had been on average mildly cognitively impaired (MMSE M = 22.3) and had a mild to moderate functional impairment (Barthel Index M = 50.4; HABAM M = 19.1). The Edmonton Frail Scale showed a mean of 7.4 and half of the patients (52.3%) had been assigned a care level. About 46.9% had a geriatric diagnosis, 3.0% had a diagnosis of dementia. According to DSM-V 19.2% of the patients had at least one main symptom of depression. The mean number of regularly taken drugs per patient was 8.2. Utilization of health care services prior to the hospital stay was rather low. On average, the sample showed 4.38 care related needs in general, of which 0.60 needs were unaddressed at the time of assessment. CONCLUSIONS Descriptive analyses highlight an in-depth insight into impairments and different care needs of people with cognitive impairments. The results emphasize the need for gender-specific analyses as well as an increased attention to the heterogeneity of needs of people with cognitive impairments related to specific wards, settings and regions where they are admitted. Our results indicate also that people with cognitive impairments represent a high proportion of older patients in acute hospital care. TRIAL REGISTRATION The intersec-CM trial is registered at ClinicalTrials.gov ( NCT03359408 ).
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Affiliation(s)
- F Kracht
- German Center for Neurodegenerative Diseases (DZNE), site Rostock/ Greifswald, Greifswald, Germany.
| | - M Boekholt
- German Center for Neurodegenerative Diseases (DZNE), site Rostock/ Greifswald, Greifswald, Germany.
| | - F Schumacher-Schönert
- German Center for Neurodegenerative Diseases (DZNE), site Rostock/ Greifswald, Greifswald, Germany
| | - A Nikelski
- Evangelisches Klinikum Bethel, Campus Bielefeld-Bethel, Division of Geriatric Psychiatry, Universitätsklinikum OWL der Universität Bielefeld, Bielefeld, Germany
| | - N Chikhradze
- Institute of General Practice and Family Medicine (AM RUB), Faculty of Medicine, Ruhr University Bochum (RUB), Bochum, Germany
| | - P Lücker
- Institute for Community Medicine, Section of Epidemiology of Health Care and Community Health, University Medicine Greifswald, Greifswald, Germany
| | - H C Vollmar
- Institute of General Practice and Family Medicine (AM RUB), Faculty of Medicine, Ruhr University Bochum (RUB), Bochum, Germany
| | - W Hoffmann
- German Center for Neurodegenerative Diseases (DZNE), site Rostock/ Greifswald, Greifswald, Germany
- Institute for Community Medicine, Section of Epidemiology of Health Care and Community Health, University Medicine Greifswald, Greifswald, Germany
| | - S H Kreisel
- Evangelisches Klinikum Bethel, Campus Bielefeld-Bethel, Division of Geriatric Psychiatry, Universitätsklinikum OWL der Universität Bielefeld, Bielefeld, Germany
| | - J R Thyrian
- German Center for Neurodegenerative Diseases (DZNE), site Rostock/ Greifswald, Greifswald, Germany.
- Institute for Community Medicine, Section of Epidemiology of Health Care and Community Health, University Medicine Greifswald, Greifswald, Germany.
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Trapp W, Röder S, Heid A, Billman P, Daiber S, Hajak G. Sensitivity and specificity of the Bamberg Dementia Screening Test's (BDST) full and short versions: brief screening instruments for geriatric patients that are suitable for infectious environments. BMC Med 2021; 19:65. [PMID: 33663471 PMCID: PMC7934397 DOI: 10.1186/s12916-021-01927-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 01/22/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Currently, many patients suffering from dementia do not have a diagnosis when admitted to geriatric hospitals. This is the case despite an increased risk of complications affecting the length of stay and outcome. Unfortunately, many dementia screening tests cannot be used on geriatric inpatients, who are often bedridden. Therefore, we aimed at evaluating the diagnostic accuracy of a small battery of bedside tasks that require minimal vision and fine motor skills in patients with suspected dementia. METHODS In this prospective study, the Bamberg Dementia Screening Test (BDST) was administered to a consecutive series of 1295 patients referred for neuropsychological testing. The diagnosis of dementia was confirmed in 1159 and excluded in 136 patients. Sensitivity and specificity for the first subtest (ultra-short form), the first two subtests (short form), and the total score of the BDST were obtained via receiver operating characteristic curves and compared with the sensitivity and specificity values of the Mini-Mental Status Examination (MMSE). RESULTS The overall diagnostic quality of the BDST was superior to the MMSE for mild Alzheimer's dementia (sensitivity and specificity = .94 (95% CI .92 to .96) and .82 (95% CI .75 to .88) vs. .79 (95% CI .76 to .83) and .88 (95% CI .82 to .93)) as well as for other subtypes of mild dementia (sensitivity and specificity = .91 (95% CI .88 to .94) and .82 (95% CI .75 to .88) vs. .72 (95% CI .67 to .76) and .88 (95% CI .82 to .93)). Even the short form of the BDST was comparable to the MMSE regarding sensitivity and specificity. For moderate dementia, it was possible to identify dementia cases with sufficient and excellent diagnostic quality by using the ultra-short and the short form. CONCLUSIONS The BDST is able to detect dementia in geriatric hospital settings. If the adaptive algorithm is used, administration time can be reduced to less than 2 min in most cases. Because no test materials have to be exchanged, this test is particularly suitable for infectious environments where contact between the examiner and the person being tested should be minimized.
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Affiliation(s)
- Wolfgang Trapp
- Department of Psychiatry, Sozialstiftung Bamberg, St-.Getreu-Straße 18, 96049, Bamberg, Germany. .,Department of Physiological Psychology, Otto-Friedrich University Bamberg, Markusplatz 3, 96045, Bamberg, Germany.
| | - Susanne Röder
- Department of Psychiatry, Sozialstiftung Bamberg, St-.Getreu-Straße 18, 96049, Bamberg, Germany
| | - Andreas Heid
- Department of Psychiatry, Sozialstiftung Bamberg, St-.Getreu-Straße 18, 96049, Bamberg, Germany
| | - Pia Billman
- Department of Psychiatry, Sozialstiftung Bamberg, St-.Getreu-Straße 18, 96049, Bamberg, Germany
| | - Susanne Daiber
- Department of Geriatric Rehabilitation, Sozialstiftung Bamberg, St-.Getreu-Straße 18, 96049, Bamberg, Germany
| | - Göran Hajak
- Department of Psychiatry, Sozialstiftung Bamberg, St-.Getreu-Straße 18, 96049, Bamberg, Germany
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Diagnostic Agreement between Physicians and a Consultation-Liaison Psychiatry Team at a General Hospital: An Exploratory Study across 20 Years of Referrals. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18020749. [PMID: 33477280 PMCID: PMC7830763 DOI: 10.3390/ijerph18020749] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 01/09/2021] [Accepted: 01/15/2021] [Indexed: 11/16/2022]
Abstract
Consultation-liaison psychiatry (CLP) manages psychiatric care for patients admitted to a general hospital (GH) for somatic reasons. We evaluated patterns in psychiatric morbidity, reasons for referral and diagnostic concordance between referring doctors and CL psychiatrists. Referrals over the course of 20 years (2000-2019) made by the CLP Service at Modena GH (Italy) were retrospectively analyzed. Cohen's kappa statistics were used to estimate the agreement between the diagnoses made by CL psychiatrist and the diagnoses considered by the referring doctors. The analyses covered 18,888 referrals. The most common referral reason was suspicion of depression (n = 4937; 32.3%), followed by agitation (n = 1534; 10.0%). Psychiatric diagnoses were established for 13,883 (73.8%) referrals. Fair agreement was found for depressive disorders (kappa = 0.281) and for delirium (kappa = 0.342), which increased for anxiety comorbid depression (kappa = 0.305) and hyperkinetic delirium (kappa = 0.504). Moderate agreement was found for alcohol or substance abuse (kappa = 0.574). Referring doctors correctly recognized psychiatric conditions due to their exogenous etiology or clear clinical signs; in addition, the presence of positive symptoms (such as panic or agitation) increased diagnostic concordance. Close daily collaboration between CL psychiatrists and GH doctors lead to improvements in the ability to properly detect comorbid psychiatric conditions.
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Boekholt M, Afrin D, Cardona MI, Dornquast C, Grond M, Haberstroh J, Hoffmann W, Michalowsky B, Schumacher-Schönert F, Stentzel U, van den Berg N, Vollmar HC, Thyrian JR. [Healthcare of the future-Insights and strategy for (dementia) health services research]. Z Gerontol Geriatr 2020; 53:735-741. [PMID: 33136277 DOI: 10.1007/s00391-020-01802-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 10/07/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Due to the demographic change healthcare for older people is becoming more important. A key strategic document for the near future is the national dementia strategy (NDS), which defines four fields of action including promoting excellent research on dementia. The NDS will guide and influence the further development of dementia healthcare research in the coming years. OBJECTIVE The current research on specific NDS topics is presented and an outlook on expected developments is given. MATERIAL AND METHODS This article provides a narrative review in which concepts and examples for selected sections of the NDS are presented: funding and promotion of healthcare research, development of evidence-based prevention and healthcare concepts and transfer into routine care, support for people with dementia (PwD) and their caregiver, cross-sectoral networking, participation in dementia research and networks in healthcare research. These were analyzed with respect to future developments and concretized based on current healthcare and promotion models. RESULTS Insights are given into the healthcare concept of dementia care management, rethinking regional healthcare models such as medicine and e‑health. The innovation fund and research practice networks are described as examples of current structural methods of evidence-based design of future healthcare. CONCLUSION The NDS represents an ambitious agenda with very comprehensive goals and topics for the improvement of healthcare for PwD and will probably significantly influence healthcare research and thus healthcare in the future. Overarching, mutually influencing and strengthening components on the way to improvement of the situation for PwD and the healthcare system are translation, participation and networking in research.
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Affiliation(s)
- Melanie Boekholt
- AG "interventionelle Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Ellernholzstr. 1-2, 17489, Greifswald, Deutschland
| | - Dilshad Afrin
- AG "translationale Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Greifswald, Deutschland
| | - Maria Isabel Cardona
- AG "interventionelle Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Ellernholzstr. 1-2, 17489, Greifswald, Deutschland
| | - Christina Dornquast
- AG "translationale Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Greifswald, Deutschland
| | - Martin Grond
- Klinik für Neurologie, Kreisklinikum Siegen GmbH und Universität Siegen, Siegen, Deutschland
| | - Julia Haberstroh
- Institut für Psychologie, Universität Siegen, Siegen, Deutschland
| | - Wolfgang Hoffmann
- AG "translationale Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Greifswald, Deutschland.,Institut für Community Medicine, Universitätsmedizin Greifswald, Greifswald, Deutschland
| | - Bernhard Michalowsky
- AG "translationale Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Greifswald, Deutschland
| | - Fanny Schumacher-Schönert
- AG "interventionelle Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Ellernholzstr. 1-2, 17489, Greifswald, Deutschland
| | - Ulrike Stentzel
- Institut für Community Medicine, Universitätsmedizin Greifswald, Greifswald, Deutschland
| | - Neeltje van den Berg
- Institut für Community Medicine, Universitätsmedizin Greifswald, Greifswald, Deutschland
| | | | - Jochen René Thyrian
- AG "interventionelle Versorgungsforschung", Standort Rostock/Greifswald, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Ellernholzstr. 1-2, 17489, Greifswald, Deutschland. .,Institut für Community Medicine, Universitätsmedizin Greifswald, Greifswald, Deutschland.
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Schneider J, Schönstein A, Teschauer W, Kruse A, Teichmann B. Hospital Staff's Attitudes Toward and Knowledge About Dementia Before and After a Two-Day Dementia Training Program. J Alzheimers Dis 2020; 77:355-365. [PMID: 32741821 PMCID: PMC7592687 DOI: 10.3233/jad-200268] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background: The outcomes of hospitalized People with Dementia (PwD) are likely to be negative due to, among other key causes, negative staff attitudes and limited staff knowledge regarding dementia. Targeted interventions have been shown to positively change the attitudes of the hospital staff while also increasing their overall knowledge of dementia. However, training effects are often short-lived and frequently long-term effects are not examined in studies. Objective: To examine whether attending a dementia training program changes the attitudes of hospital staff toward PwD and/or increases their knowledge levels about dementia, and whether or not these changes are stable. Methods: The training program lasted two days and N = 60 attending hospital staff members agreed to participate in the study. Data were assessed with questionnaires prior to the training, 3 months, and 6 months after the training. German versions of the Dementia Attitude Scale (DAS-D) and the Knowledge in Dementia (KIDE) scale were used. Additionally, data about perception of PwD and confidence in dealing with challenging behavior were collected and analyzed. Results: After the training program, participants showed a significantly better attitude toward PwD as measured by DAS-D. These time-effects occurred in both DAS-D subscales (“dementia knowledge” and “social comfort”). Although a positive trend could be seen in the KIDE scale, no statistically significant increase occurred over time. Conclusion: Specialist training programs seem to be promising in positively changing attitudes toward and increasing knowledge about PwD with long-term effects. Further research should address the effects of attitude change in patient care.
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Affiliation(s)
- Julia Schneider
- Network Aging Research, Heidelberg University, Heidelberg, Germany
| | - Anton Schönstein
- Network Aging Research, Heidelberg University, Heidelberg, Germany
| | - Winfried Teschauer
- German Alzheimer's Association, Bavaria, Nuremberg; Institute of Health, Bavarian Health and Food Safety Authority, Nuremberg, Germany
| | - Andreas Kruse
- Institute of Gerontology, Heidelberg University, Heidelberg, Germany
| | - Birgit Teichmann
- Network Aging Research, Heidelberg University, Heidelberg, Germany
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YOON S, DAVIS N, ODLUM M, CHO H, BROADWELL P, PATRAO M, BALES M, ALCANTARA C, MITTELMAN M. Applying Artificial Intelligence to Predict Self-Reported Poor Health Among Black and Hispanic Caregivers with Mild Cognitive Impairment. Stud Health Technol Inform 2020; 272:433-436. [PMID: 32604695 PMCID: PMC7337992 DOI: 10.3233/shti200588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
We applied artificial intelligence techniques to build correlate models that predict general poor health in a national sample of caregivers with mild cognitive impairment (MCI). Our application of deep learning identified age, duration of caregiving, amount of alcohol intake, weight, myocardial infarction (MI) and frequency of MCI symptoms for Blacks and Hispanics whereas frequency of MCI symptoms, income, weight, coronary heart disease (CHD), age, and use of e-cigarette for the others as the strongest correlates of poor health among 81 variables entered. The application of artificial intelligence efficiently provided intervention strategies for Black and Hispanic caregivers with MCI.
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Affiliation(s)
- Sunmoo YOON
- Columbia University Irving Medical Center,,Sunmoo Yoon, PhD, MS, RN, General Medicine, Department of Medicine, Columbia University Medical Center, 630W 168 street, PH105, New York, NY, 10032, USA;
| | | | | | | | | | | | | | | | - Mary MITTELMAN
- Department of Psychiatry, NYU Grossman School of Medicine, USA
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