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Edwina AE, Dreesen E, Gijsen M, van den Hout HC, Desmet S, Flamaing J, Van der Linden L, Spriet I, Tournoy J. Decreased Kidney Function Explains Higher Vancomycin Exposure in Older Adults. Drugs Aging 2024; 41:753-762. [PMID: 39158762 DOI: 10.1007/s40266-024-01140-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2024] [Indexed: 08/20/2024]
Abstract
INTRODUCTION Older adults face a higher risk of vancomycin-related toxicity given their (patho)-physiological changes, making early management of supratherapeutic exposure crucial. Yet, data on vancomycin exposure in older adults is scarce. This study aims to compare vancomycin concentrations between older and younger patients, emphasizing supratherapeutic concentrations and the effect of patient characteristics. METHODS This observational retrospective study was conducted in the University Hospital of Leuven (EC Research S65213). We analyzed early (first) vancomycin concentrations between older (≥ 75 years) and younger patients. Multivariable analyses were conducted to evaluate the association between baseline patient characteristics with supratherapeutic exposure (logistic regression), and dose-normalized concentrations (linear regression). RESULTS We included 449 patients aged ≥ 75 years (median 80) and 1609 aged < 75 years (median 61). In univariable analysis, the first-measured vancomycin concentrations were significantly higher in older adults (p < 0.001), who more frequently reached supratherapeutic concentrations (30.7% versus 21%; p < 0.001). In multivariable analysis, factors associated with supratherapeutic concentrations were decreased the estimated glomerular filtration rate calculated by using the Chronic Kidney Disease Epidemiology Collaboration equation (eGFRCKD-EPI) [odds ratio (OR) of 0.98, confidence interval (CI) 0.97-0.98]. Supratherapeutic concentrations had inverse association with giving lower loading dose (OR of 0.59, CI 0.39-0.90), and lower maintenance dose (OR of 0.45, CI 0.26-0.77). Factors that predicted increased dose-normalized concentrations included decreased eGFRCKD-EPI (coefficient of -0.05, CI -0.06 to -0.04), lower body weight (coefficient of -0.04, CI -0.05 to -0.03), increased blood urea nitrogen (coefficient of 0.02, CI 0.01-0.03), and delayed time to therapeutic drug monitoring (TDM) sampling (coefficient of 0.08, CI 0.06-0.09). CONCLUSIONS The absence of age as a significant factor in the multivariable analysis suggests that eGFRCKD-EPI mediated the relationship between age and vancomycin exposure. Older adults may benefit more from vancomycin TDM.
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Affiliation(s)
- Angela Elma Edwina
- Gerontology and Geriatrics, Department of Public Health and Primary Care, KU Leuven-University of Leuven, UZ Herestraat 49, Box 7003, 3000, Leuven, Belgium.
| | - Erwin Dreesen
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven-University of Leuven, Leuven, Belgium
| | - Matthias Gijsen
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven-University of Leuven, Leuven, Belgium
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | | | - Stefanie Desmet
- Department of Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
| | - Johan Flamaing
- Gerontology and Geriatrics, Department of Public Health and Primary Care, KU Leuven-University of Leuven, UZ Herestraat 49, Box 7003, 3000, Leuven, Belgium
- Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Lorenz Van der Linden
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven-University of Leuven, Leuven, Belgium
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | - Isabel Spriet
- Clinical Pharmacology and Pharmacotherapy, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven-University of Leuven, Leuven, Belgium
- Pharmacy Department, University Hospitals Leuven, Leuven, Belgium
| | - Jos Tournoy
- Gerontology and Geriatrics, Department of Public Health and Primary Care, KU Leuven-University of Leuven, UZ Herestraat 49, Box 7003, 3000, Leuven, Belgium
- Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
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Olender RT, Roy S, Jamieson HA, Hilmer SN, Nishtala PS. Drug Burden Index Is a Modifiable Predictor of 30-Day Hospitalization in Community-Dwelling Older Adults With Complex Care Needs: Machine Learning Analysis of InterRAI Data. J Gerontol A Biol Sci Med Sci 2024; 79:glae130. [PMID: 38733108 PMCID: PMC11215698 DOI: 10.1093/gerona/glae130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND Older adults (≥65 years) account for a disproportionately high proportion of hospitalization and in-hospital mortality, some of which may be avoidable. Although machine learning (ML) models have already been built and validated for predicting hospitalization and mortality, there remains a significant need to optimize ML models further. Accurately predicting hospitalization may tremendously affect the clinical care of older adults as preventative measures can be implemented to improve clinical outcomes for the patient. METHODS In this retrospective cohort study, a data set of 14 198 community-dwelling older adults (≥65 years) with complex care needs from the International Resident Assessment Instrument-Home Care database was used to develop and optimize 3 ML models to predict 30-day hospitalization. The models developed and optimized were Random Forest (RF), XGBoost (XGB), and Logistic Regression (LR). Variable importance plots were generated for all 3 models to identify key predictors of 30-day hospitalization. RESULTS The area under the receiver-operating characteristics curve for the RF, XGB, and LR models were 0.97, 0.90, and 0.72, respectively. Variable importance plots identified the Drug Burden Index and alcohol consumption as important, immediately potentially modifiable variables in predicting 30-day hospitalization. CONCLUSIONS Identifying immediately potentially modifiable risk factors such as the Drug Burden Index and alcohol consumption is of high clinical relevance. If clinicians can influence these variables, they could proactively lower the risk of 30-day hospitalization. ML holds promise to improve the clinical care of older adults. It is crucial that these models undergo extensive validation through large-scale clinical studies before being utilized in the clinical setting.
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Affiliation(s)
| | - Sandipan Roy
- Department of Mathematical Sciences, University of Bath, Bath, UK
| | - Hamish A Jamieson
- Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Sarah N Hilmer
- Faculty of Medicine and Health, Kolling Institute, Northern Clinical School, The University of Sydney and Northern Sydney Local Health District, St Leonards, New South Wales, Australia
| | - Prasad S Nishtala
- Department of Life Sciences & Centre for Therapeutic Innovation, University of Bath, Bath, UK
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Schmidt-Mende K, Arvinge C, Cioffi G, Gustafsson LL, Modig K, Meyer AC. Profiling chronic diseases and hospitalizations in older home care recipients: a nationwide cohort study in Sweden. BMC Geriatr 2024; 24:312. [PMID: 38570768 PMCID: PMC10993481 DOI: 10.1186/s12877-024-04796-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 02/08/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Older adults with home care (HC) often have complex disease patterns and use healthcare extensively. Increased understanding is necessary to tailor their care. To our knowledge, this is the first study to describe patterns of morbidity and hospitalizations among community-dwelling older HC recipients nationwide and in subgroups defined by age, sex, and amount of HC, and to compare patterns to community-dwelling older adults without HC. METHODS Nationwide register-based cohort study in community-dwelling adults aged 70 and older receiving publicly funded HC in Sweden on January 1st 2019 and an age-and-sex matched comparison group ("non-HC recipients"). Using register data from inpatient and specialized outpatient care, we assessed the prevalence of sixty chronic diseases, frailty, multimorbidity and hospitalizations, calculated incidence rates and explored reasons for hospitalizations during two years of follow-up. RESULTS We identified 138,113 HC recipients (mean age 85, 66% women, 57% ≥5 chronic diseases). The most prevalent diseases were hypertension (55%) and eye conditions (48%). Compared to non-HC recipients, HC recipients had a higher prevalence of almost all diseases, with an overrepresentation of neurological (26.1 vs. 9.5%) disease and dementia (9.3 vs. 1.5%). 61% of HC recipients were hospitalized at least once during two years, which was 1.6 times as often as non-HC recipients. One third of HC recipients´ hospitalizations (37.4%) were due to injuries, infections, and heart failure. Hospitalizations for chronic obstructive pulmonary disease, confusion, infections, and breathing difficulties were 3-5 times higher among HC recipients compared to non-HC recipients. CONCLUSION Compared to non-HC recipients, HC recipients more often live alone, have higher degrees of frailty, suffer from more chronic diseases, especially neurological disease, and are hospitalized almost twice as often. The results provide a thorough description of HC recipients, which might be useful for targeted healthcare interventions including closer collaboration between primary care, neurologists, and rehabilitation.
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Affiliation(s)
- Katharina Schmidt-Mende
- Academic Primary Health Care Centre, Region Stockholm, Stockholm, Sweden.
- Department of Neurobiology and Care Sciences and Society, Division of Family Medicine and Primary Care, Karolinska Institutet, Huddinge, Sweden.
| | - Cecilia Arvinge
- Torsvik Primary Health Care Centre, Region Stockholm, Lidingö, Sweden
| | - Giovanni Cioffi
- Institute of Environmental Medicine, Unit of Epidemiology, Karolinska Institutet, Stockholm, Sweden
| | - Lars Lennart Gustafsson
- Department of Laboratory Medicine, Division of Clinical Pharmacology, Karolinska Institutet, Huddinge, Sweden
| | - Karin Modig
- Institute of Environmental Medicine, Unit of Epidemiology, Karolinska Institutet, Stockholm, Sweden
| | - Anna Carina Meyer
- Institute of Environmental Medicine, Unit of Epidemiology, Karolinska Institutet, Stockholm, Sweden
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Rönneikkö J, Huhtala H, Finne-Soveri H, Valvanne J, Jämsen E. The role of geriatric syndromes in predicting unplanned hospitalizations: a population-based study using Minimum Data Set for Home Care. BMC Geriatr 2023; 23:696. [PMID: 37884888 PMCID: PMC10605458 DOI: 10.1186/s12877-023-04408-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 10/15/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND The predictive accuracies of screening instruments for identifying home-dwelling old people at risk of hospitalization have ranged from poor to moderate, particularly among the oldest persons. This study aimed to identify variables that could improve the accuracy of a Minimum Data Set for Home Care (MDS-HC) based algorithm, the Detection of Indicators and Vulnerabilities for Emergency Room Trips (DIVERT) Scale, in classifying home care clients' risk for unplanned hospitalization. METHODS In this register-based retrospective study, factors associated with hospitalization among home care clients aged ≥ 80 years in the City of Tampere, Finland, were analyzed by linking MDS-HC assessments with hospital discharge records. MDS-HC determinants associated with hospitalization within 180 days after the assessment were analyzed for clients at low (DIVERT 1), moderate (DIVERT 2-3) and high (DIVERT 4-6) risk of hospitalization. Then, two new variables were selected to supplement the DIVERT algorithm. Finally, area under curve (AUC) values of the original and modified DIVERT scales were determined using the data of MDS-HC assessments of all home care clients in the City of Tampere to examine if addition of the variables related to the oldest age groups improved the accuracy of DIVERT. RESULTS Of home care clients aged ≥ 80 years, 1,291 (65.4%) were hospitalized at least once during the two-year study period. Unplanned hospitalization occurred following 15.9%, 22.8%, and 33.9% MDS-HC assessments with DIVERT group 1, 2-3 and 4-6, respectively. Infectious diseases were the most common diagnosis within each DIVERT groups. Many MDS-HC variables not included in the DIVERT algorithm were associated with hospitalization, including e.g. poor self-rated health and old fracture (other than hip fracture) (p 0.001) in DIVERT 1; impaired cognition and decision-making, urinary incontinence, unstable walking and fear of falling (p < 0.001) in DIVERT 2-3; and urinary incontinence, poor self-rated health (p < 0.001), and decreased social interaction (p 0.001) in DIVERT 4-6. Adding impaired cognition and urinary incontinence to the DIVERT algorithm improved sensitivity but not accuracy (AUC 0.64 (95% CI 0.62-0.65) vs. 0.62 (0.60-0.64) of the original DIVERT). More admissions occurred among the clients with higher scores in the modified than in the original DIVERT scale. CONCLUSIONS Certain geriatric syndromes and diagnosis groups were associated with unplanned hospitalization among home care clients at low or moderate risk level of hospitalization. However, the predictive accuracy of the DIVERT could not be improved. In a complex clinical context of home care clients, more important than existence of a set of risk factors related to an algorithm may be the various individual combinations of risk factors.
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Affiliation(s)
- Jukka Rönneikkö
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
| | - Heini Huhtala
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | | | - Jaakko Valvanne
- Faculty of Medicine and Health Technology and Gerontology Research Center (GEREC), Tampere University, Tampere, Finland
| | - Esa Jämsen
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Geriatrics, Helsinki University Hospital, Helsinki, Finland
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Kraun L, van Achterberg T, Vlaeyen E, Fret B, Briké SM, Ellen M, De Vliegher K. Transitional care decision-making through the eyes of older people and informal caregivers: An in-depth interview-based study. Health Expect 2023; 26:1266-1275. [PMID: 36919194 PMCID: PMC10154836 DOI: 10.1111/hex.13743] [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: 12/30/2022] [Revised: 02/17/2023] [Accepted: 02/21/2023] [Indexed: 03/16/2023] Open
Abstract
BACKGROUND Older people with multifaceted care needs often require treatment and complex care across different settings. However, transitional care is often inadequately managed, and older people and their informal caregivers are not always sufficiently heard and/or supported in transitional care decision-making. OBJECTIVE To explore older people's and informal caregivers' experiences with, views on, and needs concerning empowerment in transitional care decision-making. METHODS A qualitative descriptive study was conducted in the TRANS-SENIOR consortium's collaborative research using semistructured in-depth interviews between October 2020 and June 2021 in Flanders, Belgium. A total of 29 people were interviewed, including 14 older people and 15 informal caregivers who faced a transition from home to another care setting or vice versa. Data were analysed according to the Qualitative Analysis Guide of Leuven. FINDINGS Five themes were identified in relation to the participant's experiences, views and needs: involvement in the decision-making process; informal caregivers' burden of responsibility; the importance of information and support; reflections on the decision and influencing factors. CONCLUSIONS Overall, older people and informal caregivers wished to be more seen, recognised, informed and proactively supported in transitional care decision-making. However, their preferences for greater involvement in decision-making vary and are affected by several factors that are both intrinsic and extrinsic. Therefore, healthcare systems might seek out age-tuned and person-centred empowerment approaches focusing on older people's and informal caregivers' empowerment. For future studies, we recommend developing specific strategies for such empowerment. PATIENT OR PUBLIC CONTRIBUTION Older persons' representatives were involved in designing the TRANS-SENIOR programme of research, including the current study. Healthcare professionals and nursing care directors were involved in the study design and the selection and recruitment of participants.
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Affiliation(s)
- Lotan Kraun
- Nursing Department, Wit-Gele Kruis van Vlaanderen, Brussels, Belgium.,Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.,Department of Health Policy and Management, Guilford Glazer Faculty of Business and Management and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Theo van Achterberg
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium
| | - Ellen Vlaeyen
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.,Department of Public Health and Primary Care, Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Bram Fret
- Nursing Department, Wit-Gele Kruis van Vlaanderen, Brussels, Belgium
| | - Sarah Marie Briké
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium
| | - Moriah Ellen
- Department of Health Policy and Management, Guilford Glazer Faculty of Business and Management and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel.,Institute of Health Policy Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Kristel De Vliegher
- Nursing Department, Wit-Gele Kruis van Vlaanderen, Brussels, Belgium.,Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium
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Alves S, Paúl C, Ribeiro O. Transition to bereavement: A prospective longitudinal study of health-related quality of life in informal caregivers of oldest-old individuals. Front Med (Lausanne) 2022; 9:1031143. [PMID: 36530892 PMCID: PMC9748087 DOI: 10.3389/fmed.2022.1031143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 11/10/2022] [Indexed: 08/25/2023] Open
Abstract
INTRODUCTION Experiencing bereavement may be challenging. Despite the oldest-old population increase, a subgroup at greater risk of death, few studies focus on the grieving process of informal caregivers (ICs). This study analyzed the transition to bereavement of ICs of oldest-old individuals (≥80 years) over 1-year and compares the evolution of the health-related quality of life (HrQoL) between those experiencing bereavement and those who continued care through the study period. MATERIALS AND METHODS A prospective longitudinal observational study was conducted enrolling 204 ICs of the Metropolitan Area of Porto (North Portugal), of which 36 experienced the death of care receiver (CR). ICs' health profile and burden were assessed. CRs' functional and cognitive status were also appraised. RESULTS Bereaving caregivers were mostly female, CRs' children, and had on average 60.4 years at baseline. Caregivers spent a mean of 10.1 h/day (SD = 7.7) caring, for 80.6 months (SD = 57.5). The time elapsed since CR's death was 6 months (SD = 3.5) from entering in the study. CRs who died had a mean age of 88.3 (SD = 5.4) years at baseline, and were very dependent. Over a 1-year follow-up, bereaving caregivers showed a significant decrease in mental health following CR's death; on the other hand, caregivers who continued caring improved mental health [F(1, 159) = 4.249, p = 0.041]. DISCUSSION Ending the caregiver career was marked by a decline in mental health whereas to continue caring was marked by an improvement in this outcome. While it is highly expected that the CR's death will be perceived as a relief considering both the caregiver's characteristics (e.g., medicines) and the CR condition (e.g., high dependence levels), the results suggest an opposite direction. CRs' death seems to arise an emotional burden for IC, at least during the first year, possibly triggering feelings of loneliness and a life without purpose that seems to aggravate mental health issues. CONCLUSION The transition to bereavement among ICs seems to lead to a caregiver mental health decline while those who continued caring (and thereby, experiencing caregiving stressors) seems to improve in this outcome. Ceasing caregiving stressors does not seem to contribute better experiencing bereavement among ICs, suggesting the need for support throughout this phase.
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Affiliation(s)
- Sara Alves
- Center for Health Technology and Services Research (CINTESIS@RISE), ICBAS, Porto, Portugal
- Abel Salazar Institute of Biomedical Sciences – University of Porto (ICBAS-UP), Porto, Portugal
| | - Constança Paúl
- Center for Health Technology and Services Research (CINTESIS@RISE), ICBAS, Porto, Portugal
- Abel Salazar Institute of Biomedical Sciences – University of Porto (ICBAS-UP), Porto, Portugal
| | - Oscar Ribeiro
- Center for Health Technology and Services Research (CINTESIS.UA), University of Aveiro, Aveiro, Portugal
- Department of Education and Psychology, University of Aveiro, Aveiro, Portugal
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Trends in Hospital Admissions Due to Neoplasms in England and Wales between 1999 and 2019: An Ecological Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19138054. [PMID: 35805710 PMCID: PMC9265694 DOI: 10.3390/ijerph19138054] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/15/2022] [Accepted: 06/28/2022] [Indexed: 12/20/2022]
Abstract
Objectives: This study aimed to investigate the trends in neoplasm-related hospital admissions (NRHA) in England and Wales between 1999 and 2019. Methods: This is an ecological study using publicly available data taken from the two main medical databases in England and Wales; the Hospital Episode Statistics database in England and the Patient Episode Database in Wales. Hospital admissions data were collected for the period between April 1999 and March 2019. Results: A total of 35,704,781 NRHA were reported during the study period. Females contributed to 50.8% of NRHA. The NRHA rate among males increased by 50.0% [from 26.62 (95% CI 26.55−26.68) in 1999 to 39.93 (95% CI 39.86−40.00) in 2019 per 1000 persons, trend test, p < 0.001]. The NRHA rate among females increased by 44.1% [from 27.25 (95% CI 27.18−27.31) in 1999 to 39.25 (95% CI 39.18−39.32) in 2019 per 1000 persons, trend test, p < 0.001]. Overall, the rate of NRHA rose by 46.2% [from 26.93 (95% CI 26.89−26.98) in 1999 to 39.39 (95% CI 39.34−39.44) in 2019 per 1000 persons, trend test, p < 0.001]. Conclusion: Hospital admission rates due to neoplasms increased between 1999 and 2019. Our study demonstrates a variation in NRHA influenced by age and gender. Further observational studies are needed to identify other factors associated with increased hospital admissions among patients with different types of neoplasms.
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Teigland T, Igland J, Tell GS, Haltbakk J, Graue M, Fismen AS, Birkeland KI, Østbye T, Peyrot M, Iversen MM. The prevalence and incidence of pharmacologically treated diabetes among older people receiving home care services in Norway 2009-2014: a nationwide longitudinal study. BMC Endocr Disord 2022; 22:159. [PMID: 35701772 PMCID: PMC9195364 DOI: 10.1186/s12902-022-01068-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 05/30/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND A substantial proportion of older people who receive home care services (HCS) has diabetes and requires diabetes specific monitoring, treatment and self-care assistance. However, the prevalence and incidence rates of diabetes among older people in HCS are poorly described. The aim of the study is to estimate prevalence, incidence and time trends of pharmacologically treated diabetes among older people receiving HCS in Norway 2009-2014. METHODS This nationwide observational cohort study is based on data from two population registries. The study population consisted of persons registered in the Norwegian Information System for the Nursing and Care Sector aged ≥ 65 years receiving HCS during at least one of the years 2009-2014. The Norwegian Prescription Database was utilized to identify participants' prescriptions for glucose lowering drugs (GLD). The period prevalence was calculated each year as persons with one or more prescriptions of GLD in the current or previous year. Incident cases were defined as subjects receiving prescriptions of GLD for the first time in the given calendar year if there were no prescriptions of any GLD for that person during the previous two years. RESULTS From 2009 to 2014, the number of older people receiving HCS increased from 112,487 to 125,593. The proportion of these who received GLD increased from 14.2% to 15.7% (p < 0.001) and was significantly higher among men than women. The annual incidence rate of diabetes among those receiving HCS showed a decreasing trend from 95.4 to 87.5 cases per 10,000 person-years from 2011 to 2014, but when stratifying on age group and gender, was significant only among the oldest women (age groups 85-89 years and 90 +). CONCLUSIONS The increasing prevalence of older people with diabetes who receive HCS highlights the importance of attention to treatment and care related to diabetes in the HCS.
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Affiliation(s)
- Tonje Teigland
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway.
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway.
| | - Jannicke Igland
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Grethe S Tell
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Johannes Haltbakk
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Marit Graue
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Anne-Siri Fismen
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Kåre I Birkeland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Transplantation Medicine, Oslo University Hospital, Oslo, Norway
| | - Truls Østbye
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
- Department of Family Medicine and Community Health, Duke University, Durham, NC, USA
| | - Mark Peyrot
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Department of Sociology, Loyola University Maryland, Baltimore, MD, USA
| | - Marjolein M Iversen
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway.
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Factors Affecting Hospitalization and Death of Older Patients Who Need Long-Term Care—The Necessity of the Support for Dysphagia in Home Dental Care. Geriatrics (Basel) 2022; 7:geriatrics7020037. [PMID: 35447840 PMCID: PMC9027649 DOI: 10.3390/geriatrics7020037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/16/2022] [Accepted: 03/21/2022] [Indexed: 11/17/2022] Open
Abstract
The demand for home dental care is increasing, but how it should be involved in the continuation of life at home for elderly people who need care has not been examined. Therefore, we examined whether items examined by dentists can affect hospitalization and death. The study included 239 patients with oral intake. They were divided into regular and non-regular diet groups, and ages, nutritional statuses, activities of daily living (ADLs), Charlson Comorbidity Indexes (CCI) and swallowing functions were compared. The nutritional statuses and ADLs of the three groups at the first visit and after one year were compared. The groups included those with stable, declined and improved diet forms. Factors influencing hospitalization and death over three years were examined. Nutritional status, swallowing function, CCI and ADLs were worse in the non-regular diet group. The declined diet form group had lower ADL levels and nutritional statuses at the first visit. A proportional hazards analysis showed significant differences in the changes in diet form for the stable and declined groups related to hospitalization (hazard ratio (HR): 6.53) and death (HR: 3.76). Changes in diet form were thought to affect hospitalization and death, and it is worthwhile to assess swallowing function in home dental care.
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Jeppestøl K, Vitelli V, Kirkevold M, Bragstad LK. Factors Associated With Care Trajectory Following Acute Functional Decline in Older Home Nursing Care Patients: A Prospective Observational Study. HOME HEALTH CARE MANAGEMENT AND PRACTICE 2022. [DOI: 10.1177/10848223211034774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Health policies and previous research highlight the importance of early identification and treatment of clinical deterioration in older patients to prevent frailty, higher levels of care, and mortality. This study explores older home nursing care patients’ care trajectories and factors associated with clinical response (type and level of intervention) from the health care services, final level of community care and death within 3 months after an incidence of acute functional decline. This observational study with a prospective, descriptive design includes a sample of 135 older home nursing care patients with acute functional decline. Demographic, health-related, and clinical characteristics were analyzed and prediction models for care trajectories were fitted using Bayesian generalized mixed models. Age ranged from 65 to 100, with a median age of 85. Hospital admission were registered for 13.33% ( T1) and 8.77% ( T2) of the participants. Nine patients (6.7%) were transferred to a higher level of community care, and 11 patients (8.1%) died. Frequent transitions between levels of care characterized care trajectories for patients experiencing more severe functional decline. Age, living in a private home, and increased Modified Early Warning Scores (MEWS) were associated with level of clinical responses throughout the care trajectory. Living in a private home was associated with the patients’ final level of community care. Female gender, hospital admission, and increased MEWS scores were associated with death. Health care personnel must be vigilant when MEWS scores rise even slightly, as this might be an indication of acute functional decline with possible increased risk of mortality.
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Affiliation(s)
- Kristin Jeppestøl
- Tvedestrand Municipality, Tvedestrand, Norway
- University of Oslo, Faculty of Medicine, Oslo, Norway
| | | | - Marit Kirkevold
- University of Oslo, Faculty of Medicine, Oslo, Norway
- Oslo Metropolitan University, Faculty of Health Sciences, Oslo, Norway
| | - Line K. Bragstad
- University of Oslo, Faculty of Medicine, Oslo, Norway
- Oslo Metropolitan University, Faculty of Health Sciences, Oslo, Norway
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Bloomfield K, Wu Z, Broad JB, Tatton A, Calvert C, Hikaka J, Boyd M, Peri K, Bramley D, Higgins AM, Connolly MJ. Factors associated with healthcare utilization and trajectories in retirement village residents. J Am Geriatr Soc 2021; 70:754-765. [PMID: 34910296 DOI: 10.1111/jgs.17602] [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: 06/10/2021] [Revised: 11/01/2021] [Accepted: 11/17/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND To study healthcare utilization and trajectories, and associated factors, in older adults in retirement villages (RVs), also known as continuing care retirement communities. METHODS Prospective cohort study of 578 cognitively intact residents from 34 RVs in Auckland, New Zealand (NZ). MEASUREMENT InterRAI-Community Health Assessment (includes core items that may trigger functional supplement (FS) completion in those with higher needs, and generates clinical assessment protocols (CAPs) in those with potential unmet needs). OUTCOMES time to acute hospitalization, long-term care (LTC), and death during average 2.5 years follow-up. RESULTS Three hundred seven (53%) residents had acute hospitalizations, 65 (11%) moved to LTC, and 51 (9%) died over a mean of 2.5 years. Factors associated with increased risk of acute hospitalization included CAP-falls (high risk) triggered, number of comorbidities, not having left RV in 2 weeks prior, moderate/severe hearing impairment, CAP-cardiorespiratory conditions triggered, acute hospitalization in year prior and age, with significant hazard ratios (HR) ranging between 1.03 and 2.90. Factors associated with reduced risk of hospitalization included other (non-NZ) European ethnicity (HR 0.73, 95% CI 0.55-0.98, p = 0.04), presence of on-site clinic (HR 0.62, 95% CI 0.45-0.85, p = 0.003), no influenza vaccination (HR 0.56, 95% CI 0.38-0.83, p = 0.004). Factors associated with LTC transition included FS triggered (HR 3.84, 95% CI 1.92-7.66, p < 0.001), CAP-instrumental activities of daily living (IADL) (HR 2.62, 95% CI 1.22-5.62, p = 0.01), CAP-social relationship triggered (HR 2.00, 95% CI 1.13-3.55, p = 0.02), and age (HR 1.13, 95% CI 1.07-1.18 p < 0.001). Factors associated with mortality included number of comorbidities (HR 3.75, 95% CI 1.54-9.10, p = 0.004 for 3-5 comorbidities), CAP-IADL triggered (HR 3.05, 95% CI 1.30-7.16, p = 0.01), and age (HR 1.11, 95% CI 1.05-1.18, p < 0.001). CONCLUSION A large proportion of cognitively intact RV residents are admitted to hospital in mean 2.5 years of follow-up. Multiple factors were associated with acute hospitalization risk. On-site clinics were associated with reduced risk and should be considered in RV development.
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Affiliation(s)
- Katherine Bloomfield
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand.,Older Adults' Health, Waitematā District Health Board, Auckland, New Zealand
| | - Zhenqiang Wu
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Joanna B Broad
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Annie Tatton
- Older Adults' Health, Waitematā District Health Board, Auckland, New Zealand
| | - Cheryl Calvert
- Community and Long Term Conditions, Auckland District Health Board, Auckland, New Zealand
| | - Joanna Hikaka
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand.,Older Adults' Health, Waitematā District Health Board, Auckland, New Zealand
| | - Michal Boyd
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Kathy Peri
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Dale Bramley
- Older Adults' Health, Waitematā District Health Board, Auckland, New Zealand
| | - Ann-Marie Higgins
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Martin J Connolly
- Faculty of Medicine and Health Sciences, University of Auckland, Auckland, New Zealand.,Older Adults' Health, Waitematā District Health Board, Auckland, New Zealand
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Santos S, O'Caoimh R, Teixeira L, Alves S, Molloy W, Paúl C. Validation of the Portuguese Version of the Risk Instrument for Screening in the Community (RISC) Among Older Patients in Primary Care in Northern Portugal. Front Public Health 2021; 9:614935. [PMID: 34485207 PMCID: PMC8414545 DOI: 10.3389/fpubh.2021.614935] [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: 05/04/2021] [Accepted: 07/12/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Aging is associated with an increase in adverse health outcomes for older people. Short screening instruments that easily and quickly identify those at highest risk can enable decision-makers to anticipate future needs, allocate scarce resources and act to minimize risk. The Risk Instrument for Screening in the Community (RISC) is a brief (2-5 min) Likert scale that scores one-year risk of institutionalization, hospitalization and death from low (1/5) to severe (5/5). Objectives: To externally validate the RISC, scored by general practitioners (GP's), in primary care in Northern Portugal. Methods: The RISC was translated and culturally adapted to Portuguese. A cohort of 457 older adults (aged ≥65) under active follow-up with their GP's were screened. Outcomes at one-year were recorded. Accuracy was determined from the area under the curve (AUC) of receiver operating curve analysis. Results: The mean age of participants was 75.2 years; 57% were female. The proportion identified as being at maximum risk (RISC scores of 3-5/5) of institutionalization, hospitalization and death, were 14.9, 52.4 and 38.4%, respectively. At follow-up 2% (10/431) were institutionalized, 18.6% (84/451) were hospitalized and 3% (14/456) died. Those who were institutionalized (p = 0.021), hospitalized (p = 0.012) or dead (p < 0.001) at one-year were significantly older. Those living alone were more likely to be institutionalized (p = 0.007). The RISC showed fair accuracy in predicting hospitalization (AUC of 0.62 [95% CI: 0.55-0.69]) and good accuracy for Institutionalization (AUC of 0.79 [95% CI: 0.62-0.96]) and death (AUC of 0.77 [95% CI: 0.65-0.88]). Conclusions: The Portuguese version of the RISC accurately predicted institutionalization and death at one-year but like most short screens was less able to predict hospitalization. Given its brevity, the RISC is useful for quickly identifying and stratifying those at increased risk in primary care.
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Affiliation(s)
- Sara Santos
- Abel Salazar Institute of Biomedical Sciences, University of Porto, Porto, Portugal
- CINTESIS, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Rónán O'Caoimh
- Centre for Gerontology and Rehabilitation, St Finbarrs Hospital, University College Cork, Cork, Ireland
| | - Laetitia Teixeira
- Abel Salazar Institute of Biomedical Sciences, University of Porto, Porto, Portugal
- CINTESIS, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Sara Alves
- Abel Salazar Institute of Biomedical Sciences, University of Porto, Porto, Portugal
- CINTESIS, Faculty of Medicine, University of Porto, Porto, Portugal
| | - William Molloy
- Centre for Gerontology and Rehabilitation, St Finbarrs Hospital, University College Cork, Cork, Ireland
| | - Constança Paúl
- Abel Salazar Institute of Biomedical Sciences, University of Porto, Porto, Portugal
- CINTESIS, Faculty of Medicine, University of Porto, Porto, Portugal
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Yoshioka-Maeda K, Kono A. Factors related to complex care needs of older adults in community-based integrated care centers in Japan: A cross-sectional study. Jpn J Nurs Sci 2021; 18:e12440. [PMID: 34196480 DOI: 10.1111/jjns.12440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 05/03/2021] [Accepted: 05/24/2021] [Indexed: 11/26/2022]
Abstract
AIM This study aimed to identify the factors related to complex care needs of older adults in community-based integrated care centers. METHODS We sent 936 self-reported questionnaires to community-based integrated care center directors in the Kinki region of Japan. These questionnaires included questions not only about the directors' demographic data, but also regarding the sociodemographic, psychosocial, and family-related dimensions of the older adults in the community centers. The directors divided their cases into two categories: "Complex cases" and "Straightforward cases." We compared the intergroup differences and examined the factors related to complex care needs in older adults. RESULTS A total of 232 directors responded. Complex cases were significantly associated with younger age, poor health conditions, and having a family member who needs care, as compared to straightforward cases where these associations were not present. Logistic regression showed that in older adults, factors of refusing support or social services, social isolation, and trouble with neighbors were associated with their complexities. Additionally, family members with a high likelihood of refusing social services, older adults without a key family member, and difficulties in forming their consensus regarding care were associated with older adults' complexities. CONCLUSION Older adults with complex care needs could have the risk of self-neglect, and their families faced difficulties in supporting them as family members. Healthcare professions should carefully assess these factors and develop needs-oriented services for them without their family support as an upstream intervention.
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Affiliation(s)
- Kyoko Yoshioka-Maeda
- Department of Health Promotion, National Institute of Public Health, Saitama, Japan
| | - Ayumi Kono
- Department of Home Health Nursing, Osaka City University, Osaka, Japan
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Tools to Support Self-Care Monitoring at Home: Perspectives of Patients with Heart Failure. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17238916. [PMID: 33266245 PMCID: PMC7731418 DOI: 10.3390/ijerph17238916] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 11/04/2020] [Accepted: 11/25/2020] [Indexed: 12/15/2022]
Abstract
Self-care monitoring at home can be a challenge for patients with heart failure (HF). Tools that leverage information and communication technology (ICT), comprise medical devices, or have written material may support their efforts at home. The aim of this study was to describe HF patients’ experiences and their prioritization of tools that support, or could support, self-care monitoring at home. A descriptive qualitative design employing semi-structured interviews was used with HF patients living at home and attending an HF outpatient clinic in Norway. We used a deductive analysis approach, using the concept of self-care monitoring with ICT tools, paper-based tools, medical devices, and tools to consult with healthcare professionals (HCPs) as the categorization matrix. Nineteen HF patients with a mean age of 64 years participated. ICT tools are used by individual participants to identify changes in their HF symptoms, but are not available by healthcare services. Paper-based tools, medical devices, and face-to-face consultation with healthcare professionals are traditional tools that are available and used by individual participants. HF patients use traditional and ICT tools to support recognizing, identifying, and responding to HF symptoms at home, suggesting that they could be used if they are available and supplemented by in-person consultation with HCPs.
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Boge RM, Haugen AS, Nilsen RM, Bruvik F, Harthug S. Discharge care quality in hospitalised elderly patients: Extended validation of the Discharge Care Experiences Survey. PLoS One 2019; 14:e0223150. [PMID: 31557232 PMCID: PMC6762102 DOI: 10.1371/journal.pone.0223150] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 09/13/2019] [Indexed: 11/29/2022] Open
Abstract
Background The Discharge Care Experiences Survey (DICARES) was previously developed to measure quality of discharge care in elderly patients (≥ 65 years). The objective of this study was to test the factorial validity of responses of the DICARES, and to investigate its association with existing quality indicators. Methods We conducted a cross-sectional study at two hospitals in Bergen, Western Norway. A survey, including DICARES, was sent by postal mail to 1,418 patients 30 days after discharge from hospital. To test the previously identified three-factor structure of the DICARES we applied a first order confirmatory factor analysis with corresponding fit indices and reliability measures. Spearman’s correlation coefficients, and linear regression, was used to investigate the association of DICARES scores with the quality indicators Nordic Patient Experiences Questionnaire and emergency readmission within 30 days. Results A total of 493 (35%) patients completed the survey. The mean age of the respondents was 79 years (SD = 8) and 52% were women. The confirmatory factor analysis showed acceptable fit. Cronbach’s α between items within factors was 0.82 (Coping after discharge), 0.71 (Adherence to treatment), and 0.66 (Participation in discharge planning). DICARES was moderately correlated with the Nordic Patient Experiences Questionnaire (rho = 0.49, P < 0.001). DICARES overall score was higher in patients with no readmissions compared to those who were emergency readmitted within 30 days (P < 0.001), indicating that more positive experiences were associated with fewer readmissions. Conclusions DICARES appears to be a feasible instrument for measuring quality of discharge care in elderly patients (≥ 65 years). This brief questionnaire seems to be sensitive with regard to readmission, and independent of comorbidity. Further studies of patients’ experiences are warranted to identify elements that impact on discharge care in other patient groups.
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Affiliation(s)
- Ranveig Marie Boge
- Department of Clinical Sciences, University of Bergen, Bergen, Norway
- Department of Medicine, Haukeland University Hospital, Bergen, Norway
- * E-mail:
| | - Arvid Steinar Haugen
- Department of Anaesthesia and Intensive Care, Haukeland University Hospital, Bergen, Norway
| | - Roy Miodini Nilsen
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Department of Research and Development, Haukeland University Hospital, Bergen, Norway
| | - Frøydis Bruvik
- Haraldsplass Deaconess Hospital, Bergen, Norway
- Department of Global Public Health and Primary Care, Bergen, Norway
| | - Stig Harthug
- Department of Clinical Sciences, University of Bergen, Bergen, Norway
- Department of Research and Development, Haukeland University Hospital, Bergen, Norway
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