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Yan D, Li G. Longitudinal Relationship Between Activities of Daily Living and Depression in Older Adults Based on Parallel Process Latent Growth Curve Model with Mediation. Healthcare (Basel) 2025; 13:415. [PMID: 39997289 PMCID: PMC11855391 DOI: 10.3390/healthcare13040415] [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: 12/25/2024] [Revised: 02/10/2025] [Accepted: 02/12/2025] [Indexed: 02/26/2025] Open
Abstract
Objective: The parallel process latent growth curve model (PP-LGCM) was used to examine the longitudinal relationship between activities of daily living (ADL) and depression and further tested whether chronic diseases (CDs) were associated with depression via mediating variable ADL. Methods: A sample of 2014 Chinese older adults aged 60 and over from the China Health and Retirement Longitudinal Survey (CHARLS) was used. The activities of daily living scale, self-rating depression scale, and chronic diseases scale were used to investigate the ADL, depression, and CD levels of older adults. Following certain statistical analysis steps, we used SPSS 26 and Mplus 8.0 to perform statistical analysis on the data. Results: Firstly, ADL significantly declined in older adults from 2011 to 2018, while depression had a significant rise. Secondly, the intercept of ADL was correlated with the intercept of depression (r = 0.487, p < 0.001), and the slope of ADL was positively correlated with the slope of depression (r = 0.844, p < 0.001). Finally, the intercept of ADL mediated 39% of the association of chronic diseases and the intercept of depression. Conclusions: Our findings showed the trajectories of ADL and depression in older adults and demonstrated that ADL have various associations with depression in longitudinal development. In addition, the effect of chronic diseases on depression is partially mediated by ADL. The ADL play a partial mediating role between chronic diseases and depression in older adults, with an indirect effect of 39%, indicating that ADL are very important. Grasping the mediating mechanism of ADL will help alleviate depression levels in older adults with chronic diseases.
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Affiliation(s)
- Desheng Yan
- Inner Mongolia Minzu Preschool Education College, Ordos 017000, China
| | - Guangming Li
- Key Laboratory of Brain, Cognition and Education Sciences, South China Normal University, Ministry of Education, Guangzhou 510631, China
- School of Psychology, Center for Studies of Psychological Application, Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
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Laloux P, Gisle L, D'hoore W, Charafeddine R, Van der Heyden J. The importance of including a mental health dimension in a multimorbidity indicator: an analysis of Belgian health survey data. BMC Public Health 2024; 24:3465. [PMID: 39695533 DOI: 10.1186/s12889-024-21028-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 12/09/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Multimorbidity is a rising public health concern. Indicators that address these complex health conditions are often exclusively devoted to physical diseases. Because of their high disease burden, mental health disorders ought to be considered as well. This paper aims to measure the added value of including a mental health dimension in a population-based multimorbidity indicator and identify which mental health measures are most appropriate. METHODS Secondary analyses were conducted on data from the Belgian Health Interview Survey 2018. We compared the prevalence of different multimorbidity indicators (MIs) in relation to health impact measures, such as quality of life (EQ-5D score) and activity limitation (GALI). The MIs differed as to the health conditions involved: one was based on physical conditions only; the other three included mental health dimensions that were either self-reported or assessed by a scale (GAD-7, PHQ-9, and GHQ-12). We performed linear and logistic regressions to assess the association between the MIs and the health correlates and compared the goodness of fit of the different models. RESULTS MI prevalence was higher when including a mental health dimension assessed with the GHQ-12 (42.0%) and with the GAD-7 or the PHQ-9 (39.4%) as compared to physical conditions only (35.0%). Associations between the MI and health correlates were consistently stronger if the MI included a mental health dimension. The regression models with MI including the GAD-7 and PHQ-9 showed the strongest association between MI and the health correlates and also had the best goodness-of-fit measures. CONCLUSIONS MIs that only take physical conditions into account underestimate their impact on individuals' lives. Including mental ill-health in an MI is key to linking it to health correlates.
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Affiliation(s)
- Pierre Laloux
- Institute of Health and Society (IRSS), Université catholique de Louvain, Clos Chapelle-aux-champs 30, Brussels, 1200, Belgium.
| | - Lydia Gisle
- Department of Epidemiology and Public Health, Rue Juliette Wytsman 14, Sciensano, Brussels, 1050, Belgium
| | - William D'hoore
- Institute of Health and Society (IRSS), Université catholique de Louvain, Clos Chapelle-aux-champs 30, Brussels, 1200, Belgium
| | - Rana Charafeddine
- Department of Epidemiology and Public Health, Rue Juliette Wytsman 14, Sciensano, Brussels, 1050, Belgium
| | - Johan Van der Heyden
- Department of Epidemiology and Public Health, Rue Juliette Wytsman 14, Sciensano, Brussels, 1050, Belgium
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Duan XY, Sun T, Lu F, Yang XJ, Yin HY, Cao DP, Zhang SE. Relieving Depressive Symptoms Through Chinese Relational Culture Among Older Adults with Multimorbidity: Evidence from CHARLS. Psychol Res Behav Manag 2024; 17:4331-4344. [PMID: 39711983 PMCID: PMC11662914 DOI: 10.2147/prbm.s492692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 12/10/2024] [Indexed: 12/24/2024] Open
Abstract
Background Depressive symptoms and multimorbidity are global public health concerns, the relationship between the two variables remains unclear. This study was an intervention attempt through the lens of regional relational culture to identify and reduce adverse consequences of this relationship. We aimed to explore the prevalence of multimorbidity and depressive symptoms among older Chinese adults, the association between the two variables, and the underlying moderating mechanism. Methods This study extracted data from the China Health Retirement Longitudinal Study (CHARLS) of 8356 older adults aged 60 years and older and analyzed the correlation between multimorbidity and depressive symptoms in this population using Stata 16.0. Moreover, the correlation between multimorbidity and depressive symptoms was verified using logistic regression analysis, and a hierarchical multiple regression analysis was used to test the existence of moderating effects between the two variables. Results The prevalence of multimorbidity and depressive symptoms among seniors aged 60 years and older was 66.16 and 36.85%, respectively. Multimorbidity was positively associated with depressive symptoms (p<0.001), and relationship satisfaction, social activity, and information isolation moderated this association (p < 0.05). Conclusion Older adults with multimorbidity are more likely to develop depressive symptoms, and regional relational culture can play a moderating role between them. The government, as well as aging-related sectors, can reduce the risk of depressive symptoms by improving relationship satisfaction, increasing social activity, and decreasing information isolation among older adults.
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Affiliation(s)
- Xin-Yu Duan
- Department of Health Management, School of Health Management, Harbin Medical University, Harbin, People’s Republic of China
| | - Tao Sun
- Department of Health Policy and Management, School of Public Health, Hang Zhou Normal University, Harbin, People’s Republic of China
| | - Feng Lu
- Department of Health Management, School of Health Management, Harbin Medical University, Harbin, People’s Republic of China
| | - Xiao-Jing Yang
- Department of Health Management, School of Health Management, Harbin Medical University, Harbin, People’s Republic of China
| | - Hong-Yan Yin
- Department of Humanities and Social Sciences, Harbin Medical University (Daqing), Daqing, Heilongjiang, People’s Republic of China
| | - De-Pin Cao
- Department of Health Management, School of Health Management, Harbin Medical University, Harbin, People’s Republic of China
| | - Shu-E Zhang
- Department of Health Management, School of Health Management, Harbin Medical University, Harbin, People’s Republic of China
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Santos-López M, Gómez-San Martín P, Margozzini P, Ortuño D. Multimorbidity and tooth loss: data from Chilean National Health Survey 2016-2017. BMC Oral Health 2024; 24:1417. [PMID: 39567956 PMCID: PMC11580477 DOI: 10.1186/s12903-024-05184-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 11/11/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND Oral diseases are a significant global public health challenge. Current evidence indicates that several chronic conditions are individually associated with tooth loss. People are living with more than one chronic condition, known as multimorbidity (MM). Considering the common risk factors for oral and chronic diseases, this study aimed to evaluate the association between MM and tooth loss in the Chilean population. METHODS Cross-sectional study with secondary data from the latest Chilean National Health Survey (ENS 2016-17). The number of remaining teeth was classified into four groups: functional dentition (≥ 20 remaining teeth), moderate tooth loss (10 to 19), severe tooth loss (1 to 9), and edentulism (0). MM was defined based on the number of chronic conditions as a binary variable (MM≥ 2) and as a 4-level categorical variable (MMG0-G3), G0: none, G1: 1, G2: 2-4, and G3: ≥5 conditions. Stratified analysis by age group (< 65, ≥ 65 years) was performed. Mean and SD were calculated for crude and adjusted remaining teeth. Significance level was set to 0.05. Prevalence ratios were estimated with Poisson regression models with robust variance, crude and adjusted for sex, age, geographic area, and educational level. Logistic regressions models were fitted to calculate odds ratios as a sensitivity analysis. RESULTS Of 4,151 adults aged 17-98, 54.9% had MM and the prevalence of moderate, severe tooth loss and edentulism was 25.4%, 6.9% and 4.8% respectively. Adults aged ≥ 65 years with MM≥ 2 were 1.66 [1.04-2.66] times more likely to have severe tooth loss than those without MM. Adults aged < 65 years with MMG3 were 1.76 [1.12-2.77] times more likely to have moderate tooth loss and 2.55 [1.02-6.36] times more likely to have severe tooth loss than those without MM. CONCLUSIONS In this study, we found statistically significant associations between the number of chronic conditions and moderate/severe tooth loss in both analyzed age groups. These findings highlight the need to provide oral health care for adults with multimorbidity using a person-centred model and to seek strategies to prioritize health care.
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Affiliation(s)
| | - Priscila Gómez-San Martín
- Department of Public Health, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, CP 88330077, Chile
| | - Paula Margozzini
- Department of Public Health, School of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, CP 88330077, Chile
| | - Duniel Ortuño
- Facultad de Odontología, Universidad de Los Andes, Santiago de Chile, Chile.
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Zhang J, Sun Y, Li A. The prevalence of disability in older adults with multimorbidity: a meta-analysis. Aging Clin Exp Res 2024; 36:186. [PMID: 39254880 PMCID: PMC11387458 DOI: 10.1007/s40520-024-02835-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 08/15/2024] [Indexed: 09/11/2024]
Abstract
BACKGROUND Disability is typically correlated with lower quality of life and decreased capacity for self-care. It has been demonstrated that multimorbidity is closely linked to a variety of unfavorable events, such as disability. Researchers are still figuring out how and to what extent co-morbidities impact disability, though. In order to fill up this gap, this study examines the prevalence and contributing variables of disability in older patients who have multimorbidity. METHODS We conducted a systematic search of Pubmed, Cochrane Library, Web of Science, Embase, and CINAL databases for articles from their inception until September 2023. We selected co-morbid older adults aged > 60 years and used the ADL scale or any scale that assesses disability as an assessment tool. We excluded literature that did not meet the criteria, and literature that could not be included in the data we needed. We extracted data from the included literature and calculated synthetic prevalence rates, ORs, and 95% confidence intervals. RESULTS A total of 32 papers (71,135 older adults) were included in the study. The prevalence of disability among older patients with multimorbidity was around 34.9% (95% CI = 25.8-43.9%). Subgroup analysis showed higher rates of disability among comorbidities who were older, female, unmarried, and long-term users of health services. And the incidence of disability increased each year. Meanwhile, the regions of the United States, China, and Spain showed higher rates of disability. CONCLUSIONS Disability rates in older patients with multimorbidity are higher, thus it's critical to focus on risk factors while fully accounting for regional variances.
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Affiliation(s)
- Jin Zhang
- Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
| | - Yan Sun
- Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, Sichuan, China.
| | - Aiying Li
- School of Nursing, Chengdu, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
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Piacenza F, Di Rosa M, Soraci L, Montesanto A, Corsonello A, Cherubini A, Fabbietti P, Provinciali M, Lisa R, Bonfigli AR, Filicetti E, Greco GI, Muglia L, Lattanzio F, Volpentesta M, Biscetti L. Interactions between patterns of multimorbidity and functional status among hospitalized older patients: a novel approach using cluster analysis and association rule mining. J Transl Med 2024; 22:669. [PMID: 39026203 PMCID: PMC11264579 DOI: 10.1186/s12967-024-05444-9] [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: 02/18/2024] [Accepted: 06/27/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Multimorbidity (MM) is generally defined as the presence of 2 or more chronic diseases in the same patient and seems to be frequently associated with frailty and poor quality of life. However, the complex interplay between MM and functional status in hospitalized older patients has not been fully elucidated so far. Here, we implemented a 2-step approach, combining cluster analysis and association rule mining to explore how patterns of MM and disease associations change as a function of disability. METHODS This retrospective cohort study included 3366 hospitalized older patients discharged from acute care units of Ancona and Cosenza sites of Italian National Institute on Aging (INRCA-IRCCS) between 2011 and 2017. Cluster analysis and association rule mining (ARM) were used to explore patterns of MM and disease associations in the whole population and after stratifying by dependency in activities of daily living (ADL) at discharge. Sensitivity analyses in men and women were conducted to test for robustness of study findings. RESULTS Out of 3366 included patients, 78% were multimorbid. According to functional status, 22.2% of patients had no disability in ADL (functionally independent group), 22.7% had 1 ADL dependency (mildly dependent group), and 57.4% 2 or more ADL impaired (moderately-severely dependent group). Two main MM clusters were identified in the whole general population and in single ADL groups. ARM revealed interesting within-cluster disease associations, characterized by high lift and confidence. Specifically, in the functionally independent group, the most significant ones involved atrial fibrillation (AF)-anemia and chronic kidney disease (CKD) (lift = 2.32), followed by coronary artery disease (CAD)-AF and heart failure (HF) (lift = 2.29); in patients with moderate-severe ADL disability, the most significant ARM involved CAD-HF and AF (lift = 1.97), thyroid dysfunction and AF (lift = 1.75), cerebrovascular disease (CVD)-CAD and AF (lift = 1.55), and hypertension-anemia and CKD (lift = 1.43). CONCLUSIONS Hospitalized older patients have high rates of MM and functional impairment. Combining cluster analysis to ARM may assist physicians in discovering unexpected disease associations in patients with different ADL status. This could be relevant in the view of individuating personalized diagnostic and therapeutic approaches, according to the modern principles of precision medicine.
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Affiliation(s)
- Francesco Piacenza
- Unit of Advanced Technology of Aging Research, IRCCS INRCA, Ancona, Italy
| | - Mirko Di Rosa
- Centre for Biostatistics and Applied Geriatric Clinical Epidemiology, IRCCS INRCA, Ancona, Cosenza, Italy
| | - Luca Soraci
- Unit of Geriatric Medicine, IRCSS INRCA, Cosenza, Italy.
| | - Alberto Montesanto
- Department of Biology, Ecology and Earth Sciences, University of Calabria, Cosenza, Italy
| | - Andrea Corsonello
- Unit of Geriatric Medicine, IRCSS INRCA, Cosenza, Italy
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy
| | - Antonio Cherubini
- Geriatria, Accettazione Geriatrica e Centro di Ricerca Per L'invecchiamento, IRCCS INRCA, Ancona, Italy
- Department of Clinical and Molecular Sciences, Università politecnica delle Marche, Ancona, Italy
| | - Paolo Fabbietti
- Centre for Biostatistics and Applied Geriatric Clinical Epidemiology, IRCCS INRCA, Ancona, Cosenza, Italy
| | - Mauro Provinciali
- Unit of Advanced Technology of Aging Research, IRCCS INRCA, Ancona, Italy
| | - Rosamaria Lisa
- Unit of Advanced Technology of Aging Research, IRCCS INRCA, Ancona, Italy
| | | | | | | | - Lucia Muglia
- Centre for Biostatistics and Applied Geriatric Clinical Epidemiology, IRCCS INRCA, Ancona, Cosenza, Italy
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Lopes Vieira MM, Borges VS, Oliveira EJP, Bof de Andrade F. Functional limitation in the older Brazilian adults: Association with multimorbidity and socioeconomic conditions. PLoS One 2023; 18:e0294935. [PMID: 38032910 PMCID: PMC10688755 DOI: 10.1371/journal.pone.0294935] [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] [Received: 08/07/2023] [Accepted: 11/11/2023] [Indexed: 12/02/2023] Open
Abstract
The aim of this study was to assess the association between multimorbidity and the presence of functional limitation in basic (BADL) and instrumental activities of daily living (IADL) among Brazilian older adults and to verify whether this association is moderated by socioeconomic conditions. Cross-sectional study with data from the Brazilian National Health Survey (PNS) (2019) for the Brazilian population aged 60 years and over. The dependent variables were functional limitation, based on self-reported difficulty in performing one or more activities of daily living, including six BADL (feeding, bathing, using the toilet, dressing, crossing a room on the same floor and getting out of bed) and four IADL (shopping, managing money, taking medication and using transportation). The independent variables were multimorbidity (presence of two or more self-reported chronic diseases) and socioeconomic measures (per capita household income, asset score, and education level). The association between multimorbidity and outcomes was assessed using adjusted logistic regression models. The moderating effect of socioeconomic conditions on the association between multimorbidity and functional limitations was assessed by including an interaction term. The final sample consisted of 22,725 individuals. The prevalence of functional limitation was 8.5% (95%CI: 7.9-9.2) and 18.6% (95%CI: 17.8-19.5) in BADL and IADL, respectively. Multimorbidity was associated with BADL [OR: 2.30 (95%CI: 1.93-2.74)] and IADL [OR: 2.26 (95%CI: 1.98-2.57)]. The odds of functional limitation were higher among individuals with lower levels of education and income, but there was no interaction between multimorbidity and socioeconomic position measures. Multimorbidity was associated with functional limitation (BADL and IADL) and socioeconomic conditions, and this association was constant across socioeconomic position levels.
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Affiliation(s)
| | | | | | - Fabíola Bof de Andrade
- René Rachou Institute, Oswaldo Cruz Foundation (FIOCRUZ), Belo Horizonte, Minas Gerais, Brasil
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Ahmed W, Muhammad T, Muneera K. Prevalence of early and late onset of chronic diseases and multimorbidity and its association with physical, mental and functional health among older Indian adults. BMC Geriatr 2023; 23:563. [PMID: 37710170 PMCID: PMC10502995 DOI: 10.1186/s12877-023-04264-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 08/29/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND Identifying people with early and late onset of chronic conditions might help target the subpopulations that are more vulnerable to negative mental, physical and functional health outcomes. The current study aimed to examine the association of early and late onset of chronic single and multiple morbidities with self-perceived physical and mental health, functional limitations and physical inactivity among older Indian adults. METHODS Cross-sectional study was conducted using data from the Longitudinal Ageing Study in India (LASI) Wave 1 (2017-2018). The total sample size for the present study was 31,386 older adults age 60 years or older. Multivariable binary logistic regression analysis was used to establish the association between the outcomes (poor perceived physical/mental health, functional difficulty and physical inactivity) and explanatory variables (early [ = < 50 years of age] and late [> 50 years]) onset of chronic illnesses such as hypertension, diabetes, heart attack, heart disease, stroke, cancer, lung disease, arthritis, osteoporosis and psychiatric disease). RESULTS Overall, 24.21% of the sample population had poor self-perceived physical health, whereas 8.67% of participants had poor self-perceived mental health. The prevalence of difficulty in ADL, difficulty in IADL, and physical inactivity was 23.77%, 48.36%, and 68.9%, respectively. Odds of poor perceived mental health were higher for the respondents with early as well as late onset of hypertension, stroke, and arthritis; while individuals with late onset of diabetes, and heart disease had higher odds of poor perceived mental health than those without chronic disease. Individuals with early onset of single morbidity were more likely to report ADL difficulty (adjusted odds ratio [AOR]: 1.33, confidence interval [CI]: 1.06-1.67); while those with late onset of single (AOR: 1.34, CI: 1.17-1.53) and multimorbidity (AOR: 1.91, CI: 1.63-2.24) were more likely to report ADL difficulty compared with individuals without morbidity. Individuals with early as well as late-onset of multimorbidity had more than two times higher odds of reporting poor physical health, poor mental health and IADL difficulty compared with individuals without chronic disease. CONCLUSIONS The present study revealed that early and/or late onset of chronic single and/or multiple morbidities significantly predicted poor self-perceived physical and mental health, functional limitations and physical inactivity among older Indian adults. The findings further suggest that late onset of chronic diseases such as cancer and stroke and multi-morbidity had stronger associations with physical inactivity that may help identify high risk groups for screening and support.
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Affiliation(s)
- Waquar Ahmed
- School of Health Systems Studies, Tata Institute of Social Sciences, Mumbai, India
| | - T Muhammad
- Department of Family & Generations, International Institute for Population Sciences, Mumbai, India.
| | - K Muneera
- National Institute of Technology, Calicut, Kerala, 673601, India
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Interventions and management on multimorbidity: An overview of systematic reviews. Ageing Res Rev 2023; 87:101901. [PMID: 36905961 DOI: 10.1016/j.arr.2023.101901] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 02/08/2023] [Accepted: 03/02/2023] [Indexed: 03/11/2023]
Abstract
BACKGROUND Multimorbidity poses an immense burden on the healthcare systems globally, whereas the management strategies and guidelines for multimorbidity are poorly established. We aim to synthesize current evidence on interventions and management of multimorbidity. METHODS We searched four electronic databases (PubMed, Embase, Web of Science, and the Cochrane Database of Systematic Reviews). Systematic reviews (SRs) on interventions or management of multimorbidity were included and evaluated. The methodological quality of each SR was assessed by the AMSTAR-2 tool, and the quality of evidence on the effectiveness of interventions was assessed by the grading of recommendations assessment, development and evaluation (GRADE) system. RESULTS A total of 30 SRs (464 unique underlying studies) were included, including 20 SRs of interventions and 10 SRs summarizing evidence on management of multimorbidity. Four categories of interventions were identified: patient-level interventions, provider-level interventions, organization-level interventions, and combined interventions (combining the aforementioned two or three- level components). The outcomes were categorized into six types: physical conditions/outcomes, mental conditions/outcomes, psychosocial outcomes/general health, healthcare utilization and costs, patients' behaviors, and care process outcomes. Combined interventions (with patient-level and provider-level components) were more effective in promoting physical conditions/outcomes, while patient-level interventions were more effective in promoting mental conditions/outcomes and psychosocial outcomes/general health. As for healthcare utilization and care process outcomes, organization-level and combined interventions (with organization-level components) were more effective. The challenges in the management of multimorbidity at the patient, provider and organizational levels were also summarized. CONCLUSION Combined interventions for multimorbidity at different levels would be favored to promote different types of health outcomes. Challenges exist in the management at the patient, provider, and organization levels. Therefore, a holistic and integrated approach of patient-, provider- and organization- level interventions is required to address the challenges and optimize care of patients with multimorbidity.
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Mahumud RA, Gow J, Mosharaf MP, Kundu S, Rahman MA, Dukhi N, Shahajalal M, Mistry SK, Alam K. The burden of chronic diseases, disease-stratified exploration and gender-differentiated healthcare utilisation among patients in Bangladesh. PLoS One 2023; 18:e0284117. [PMID: 37130132 PMCID: PMC10153713 DOI: 10.1371/journal.pone.0284117] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 03/13/2023] [Indexed: 05/03/2023] Open
Abstract
BACKGROUND Chronic diseases are considered one of the major causes of illness, disability, and death worldwide. Chronic illness leads to a huge health and economic burden, especially in low- and middle-income countries. This study examined disease-stratified healthcare utilisation (HCU) among Bangladesh patients with chronic diseases from a gender perspective. METHODS Data from the nationally representative Household Income and Expenditure Survey 2016-2017 consisting of 12,005 patients with diagnosed chronic diseases was used. Gender differentiated chronic disease stratified-analytical exploration was performed to identify the potential factors to higher or lower utilisation of healthcare services. Logistic regression with step-by-step adjustment for independent confounding factors was the method used. RESULTS The five most prevalent chronic diseases among patients were gastric/ulcer (Male/Female, M/F: 16.77%/16.40%), arthritis/rheumatism (M/F: 13.70%/ 13.86%), respiratory diseases/asthma/bronchitis (M/F: 12.09% / 12.55%), chronic heart disease (M/F: 8.30% / 7.41%), and blood pressure (M/F: 8.20% / 8.87%). Eighty-six percent of patients with chronic diseases utilised health care services during the previous 30 days. Although most patients received outpatient healthcare services, a substantial difference in HCU among employed male (53%) and female (8%) patients were observed. Chronic heart disease patients were more likely to utilise health care than other disease types, which held true for both genders while the magnitude of HCU was significantly higher in males (OR = 2.22; 95% CI:1.51-3.26) than their female counterparts (OR = 1.44; 1.02-2.04). A similar association was observed among patients with diabetes and respiratory diseases. CONCLUSION A burden of chronic diseases was observed in Bangladesh. Patients with chronic heart disease utilised more healthcare services than patients experiencing other chronic diseases. The distribution of HCU varied by patient's gender as well as their employment status. Risk-pooling mechanisms and access to free or low-cost healthcare services among the most disadvantaged people in society might enhance reaching universal health coverage.
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Affiliation(s)
- Rashidul Alam Mahumud
- Health Research Group, Department of Statistics, University of Rajshahi, Rajshahi, Bangladesh
- NHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Camperdown, New South Wales, Australia
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, Australia
| | - Jeff Gow
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, Australia
- School of Accounting, Economics and Finance, College of Law and Management Studies, University of KwaZulu-Natal, Durban, South Africa
| | - Md Parvez Mosharaf
- Health Research Group, Department of Statistics, University of Rajshahi, Rajshahi, Bangladesh
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, Australia
| | - Satyajit Kundu
- Global Health Institute, North South University, Dhaka, Bangladesh
- Faculty of Nutrition and Food Science, Patuakhali Science and Technology University, Patuakhali, Bangladesh
| | - Md Ashfikur Rahman
- Development Studies Discipline, Social Science School, Khulna University, Khulna, Bangladesh
| | - Natisha Dukhi
- Human Sciences Research Council, Cape Town, South Africa
| | - Md Shahajalal
- Department of Public Health, School of Health and Life Sciences, North South University, Dhaka, Bangladesh
| | - Sabuj Kanti Mistry
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, Australia
- ARCED Foundation, Dhaka, Bangladesh
- Department of Public Health, Daffodil International University, Dhaka, Bangladesh
- Brain and Mond Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Khorshed Alam
- School of Business, Faculty of Business, Education, Law and Arts, University of Southern Queensland, Toowoomba, Australia
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11
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Zaki S, Blaker CL, Little CB. OA foundations - experimental models of osteoarthritis. Osteoarthritis Cartilage 2022; 30:357-380. [PMID: 34536528 DOI: 10.1016/j.joca.2021.03.024] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 03/01/2021] [Accepted: 03/10/2021] [Indexed: 02/02/2023]
Abstract
Osteoarthritis (OA) is increasingly recognised as a disease of diverse phenotypes with variable clinical presentation, progression, and response to therapeutic intervention. This same diversity is readily apparent in the many animal models of OA. However, model selection, study design, and interpretation of resultant findings, are not routinely done in the context of the target human (or veterinary) patient OA sub-population or phenotype. This review discusses the selection and use of animal models of OA in discovery and therapeutic-development research. Beyond evaluation of the different animal models on offer, this review suggests focussing the approach to OA-animal model selection on study objective(s), alignment of available models with OA-patient sub-types, and the resources available to achieve valid and translatable results. How this approach impacts model selection is discussed and an experimental design checklist for selecting the optimal model(s) is proposed. This approach should act as a guide to new researchers and a reminder to those already in the field, as to issues that need to be considered before embarking on in vivo pre-clinical research. The ultimate purpose of using an OA animal model is to provide the best possible evidence if, how, when and where a molecule, pathway, cell or process is important in clinical disease. By definition this requires both model and study outcomes to align with and be predictive of outcomes in patients. Keeping this at the forefront of research using pre-clinical OA models, will go a long way to improving the quality of evidence and its translational value.
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Affiliation(s)
- S Zaki
- Sydney School of Veterinary Science, Faculty of Science, University of Sydney, Australia; Raymond Purves Bone and Joint Research Laboratory, Australia.
| | - C L Blaker
- Raymond Purves Bone and Joint Research Laboratory, Australia; Murray Maxwell Biomechanics Laboratory, The Kolling Institute, University of Sydney Faculty of Medicine and Health, At Royal North Shore Hospital, Australia.
| | - C B Little
- Raymond Purves Bone and Joint Research Laboratory, Australia.
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Hossain A, Alam MJ, Mydam J, Tareque M. Do the issues of religious minority and coastal climate crisis increase the burden of chronic illness in Bangladesh? BMC Public Health 2022; 22:270. [PMID: 35144577 PMCID: PMC8830131 DOI: 10.1186/s12889-022-12656-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 01/27/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chronic illness with disability and its out-of-pocket expenditure (OOPE) remains a big financial challenge in Bangladesh. The purpose of this study was to explore how religious minority problem and coastal climate crisis with other common risk factors determined chronic illness with a disability and its financial burden in Bangladesh. Existing policy responses, especially, social safety net programs and their governance were analyzed for suggesting better policy options that avoid distress financing. METHODS Binary logistic and multiple linear regression models were respectively used to identify the factors of disability, and high OOPE based on Bangladesh Household Income and Expenditure Survey 2016 data. RESULTS We found that disable people had relatively higher OOPE than their non-disabled counterparts and this OOPE further surges when the number of disabilities increases. In addition to the common factors, the novelty of our findings indicated that the religious minority problem as well as the coastal climate crisis have bearing on the disability burden in Bangladesh. The likelihood of having a chronic illness with a disability was 13.2% higher for the religious minorities compared to the majorities (Odds ratio (OR): 1.132, 95% confidence interval (CI): 1.033-1.241) and it was 21.6% higher for the people who lived in the exposed coast than those who lived in the non-exposed area (OR: 1.216, 95% CI: 1.107-1.335). With disabilities, people from the exposed coast incurred higher OOPE than those from the non-exposed areas. Although receiving assistance from social safety net programs (SSNPs) seemed to reduce their high OOPE and financial distress such as selling assets and being indebted, the distribution was not equitably and efficiently managed to confirm the process of inclusion leakage-free. On average, those who enrolled from the minority group and the exposed coast paid the relatively higher bribes. CONCLUSIONS To reduce burden, the government should strengthen and specify the existing SSNPs more for disable people, especially from the minority group and the exposed coast, and ensure the selection process more inclusive and leakage-free.
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Affiliation(s)
- Altaf Hossain
- Department of Statistics, Islamic University, Kushtia, 7003, Bangladesh.
| | - Md Jahangir Alam
- Department of Statistics, University of Rajshahi, Rajshahi, 6205, Bangladesh.
| | - Janardhan Mydam
- Division of Neonatology, Department of Pediatrics, John H. Stroger, Jr. Hospital of Cook County, 1969 Ogden Avenue, Chicago, IL, 60612, USA
- Department of Pediatrics, Rush Medical Center, Chicago, USA
| | - Mohammad Tareque
- Bangladesh Institute of Governance and Management, Dhaka, Bangladesh
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13
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Fisher K, Griffith LE, Gruneir A, Kanters D, Markle-Reid M, Ploeg J. Functional limitations in people with multimorbidity and the association with mental health conditions: Baseline data from the Canadian Longitudinal Study on Aging (CLSA). PLoS One 2021; 16:e0255907. [PMID: 34379653 PMCID: PMC8357170 DOI: 10.1371/journal.pone.0255907] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 07/26/2021] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION Increasing multimorbidity is often associated with declining physical functioning, with some studies showing a disproportionate impact on functioning when mental health conditions are present. More research is needed because most multimorbidity studies exclude mental health conditions. OBJECTIVES This study aims to improve our understanding of the association between functional limitation and multimorbidity, including a comparison of those with multimorbidity that includes versus excludes mental health conditions. METHODS This is a population-based, cross-sectional analysis of data from The Canadian Longitudinal Study on Aging. Functional limitation was defined as the presence of any of 14 activities of daily living (ADLs) or instrumental activities of daily living (IADLs). Multimorbidity, measured by the number of chronic conditions, included mood and anxiety disorders. Logistic regression explored the association between multimorbidity (with and without mental health conditions) and functional limitation. Factor analysis identified common condition clusters to help understand clinical complexity in those with mood/anxiety disorders and the potential influences on functional limitation. RESULTS There were 51,338 participants, with a similar proportion of men and women (49% versus 51%) and 42% age 65 years or older. Fifteen percent (15%) had no chronic conditions and 17% had 5+. Ten percent (10%) reported at least one ADL or IADL limitation. Odds ratios (ORs) for functional limitation increased with multimorbidity and were generally higher for those with versus without mental health conditions (e.g., ORs from 1 to 5+ chronic conditions increased 1.9 to 15.8 for those with mood/anxiety disorders versus 1.8 to 10.2 for those without). Factor analysis showed that mood/anxiety conditions clustered with somatic conditions (e.g., migraines, bowel/gastrointestinal disorders). CONCLUSION This study found higher odds of functional limitation for those with multimorbidity that included versus excluded mental health conditions, at all levels of multimorbidity. It highlights the need for concurrent management of mental and physical comorbidities to prevent functional limitations and future decline. This approach is aligned with the NICE clinical assessment and management guidelines for people with multimorbidity.
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Affiliation(s)
- Kathryn Fisher
- School of Nursing, McMaster University, Hamilton, Ontario, Canada
- * E-mail:
| | - Lauren E. Griffith
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Andrea Gruneir
- Department of Family Medicine, University of Alberta, Edmonton, Alberta, Canada
- ICES, Toronto, Ontario, Canada
| | - David Kanters
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Maureen Markle-Reid
- School of Nursing, McMaster University, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Jenny Ploeg
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
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14
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Macinko J, Vaz de Melo Mambrini J, Bof de Andrade F, Drumond Andrade FC, Lazalde GE, Lima-Costa MF. Life-course risk factors are associated with activity of daily living disability in older adults. Eur J Public Health 2021; 31:520-527. [PMID: 33128061 PMCID: PMC8485733 DOI: 10.1093/eurpub/ckaa156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Multiple risk factors accumulate over the life-course and contribute to higher rates of disability at older ages. This study investigates whether three life-course risk factors (low educational attainment, poor health in childhood and multimorbidity) are associated with increased risk of disability [defined as any limitation in basic activities of daily living (BADL)] in older adults and whether this relationship is moderated by the national socioeconomic context, measured by the Human Development Index (HDI). METHODS Data include 100 062 adults (aged 50 and over) participating in longitudinal studies of aging conducted in 19 countries. Analyses include multivariable Poisson models with robust standard errors to assess the associations between HDI, life-course risk factors and other individual-level control variables (sex and age) with any BADL disability. RESULTS In country-specific analyses, both educational attainment and multimorbidity are independently associated with disability in nearly every country. The interaction between these risk factors further increases the magnitude of this association. In pooled regression analyses, the relationship between life-course risk factors and disability is moderated by a country's HDI. For individuals with all three life-course risk factors, the predicted probability of disability ranged from 36.7% in the lowest HDI country to 21.8% in the highest HDI country. CONCLUSIONS Social and health system policies directed toward reducing the development of life-course risk factors are essential to reduce disability in all countries, but are even more urgently needed in those with lower levels of socioeconomic development.
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Affiliation(s)
- James Macinko
- Department of Health Policy and Management, UCLA Fielding School of Public Health, Los Angeles, CA, USA
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, USA
- Correspondence: M. Fernanda Lima-Costa, Instituto de Pesquisas René Rachou, Fundação Oswaldo Cruz, Av. Augusto de Lima 1715, Belo Horizonte 30190002, Brazil, e-mail:
| | | | | | | | - Gabriela E Lazalde
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Maria Fernanda Lima-Costa
- Fundação Oswaldo Cruz, Instituto de Pesquisas René Rachou, Belo Horizonte, Brazil
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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15
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Qiao Y, Liu S, Li G, Lu Y, Wu Y, Shen Y, Ke C. Longitudinal Follow-Up Studies on the Bidirectional Association between ADL/IADL Disability and Multimorbidity: Results from Two National Sample Cohorts of Middle-Aged and Elderly Adults. Gerontology 2021; 67:563-571. [PMID: 34182559 DOI: 10.1159/000513930] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 12/20/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Few studies have investigated the bidirectional relationship between disability and multimorbidity, which are common conditions among the older population. Based on the data from the China Health and Retirement Longitudinal Study (CHARLS) and the Survey of Health, Ageing and Retirement in Europe (SHARE), we aimed to investigate the bidirectional relationship between disability and multimorbidity. METHODS The activities of daily living (ADLs) and the instrumental activities of daily living (IADLs) scales were used to measure disability. In stage I, we used multinomial logistic regression to assess the longitudinal association between ADL/IADL disability and follow-up multimorbidity. In stage II, binary logistic regression was used to evaluate the multimorbidity effect on future disability. RESULTS Compared with those free of disability, people with disability possessed ascending risks for developing an increasing number of diseases. For ADL disability, the odds ratio (OR) (95% confidence interval [CI]) values of developing ≥4 diseases were 4.10 (2.58, 6.51) and 6.59 (4.54, 9.56) in CHARLS and SHARE; for IADL disability, the OR (95% CI) values were 2.55 (1.69, 3.84) and 4.85 (3.51, 6.70) in CHARLS and SHARE. Meanwhile, the number of diseases at baseline was associated, in a dose-response manner, with future disability. Compared with those without chronic diseases, participants carrying ≥4 diseases had OR (95% CI) values of 4.82 (3.73, 6.21)/4.66 (3.65, 5.95) in CHARLS and 3.19 (2.59, 3.94)/3.28 (2.71, 3.98) in SHARE for developing ADL/IADL disability. CONCLUSION The consistent findings across 2 national longitudinal studies supported a strong bidirectional association between disability and multimorbidity among middle-aged and elderly adults. Thus, tailored interventions should be taken to prevent the mutual development of disability and multimorbidity.
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Affiliation(s)
- Yanan Qiao
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Siyuan Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Guochen Li
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Yanqiang Lu
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Ying Wu
- Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, China
| | - Yueping Shen
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Chaofu Ke
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, Suzhou, China
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16
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de la Cruz SP, Cebrino J. Common Mental Disorders, Functional Limitation and Diet Quality Trends and Related Factors among COPD Patients in Spain, 2006-2017: Evidence from Spanish National Health Surveys. J Clin Med 2021; 10:jcm10112291. [PMID: 34070391 PMCID: PMC8197509 DOI: 10.3390/jcm10112291] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/17/2021] [Accepted: 05/21/2021] [Indexed: 12/11/2022] Open
Abstract
Certain conditions such as common mental disorders (CMDs), functional limitation (FL) and poor diet quality may affect the lives of individuals who suffer from chronic obstructive pulmonary disease (COPD). This study sought to examine time trends in the prevalence of CMDs, FL and diet quality among male and female COPD patients living in Spain from 2006 to 2017 and to identify which factors were related to CMDs, FL and a poor/improvable diet quality in these patients. We performed a cross-sectional study among COPD patients aged ≥ 40 years old using data from the Spanish National Health Surveys conducted in 2006, 2011 and 2017, identifying a total of 2572 COPD patients. Binary logistic regressions were performed to determine the characteristics related to CMDs, FL and poor/improvable diet quality. Over the years of the study, the prevalence of FL among female COPD patients increased (p for trend <0.001). In addition, CMDs were associated to body mass index (BMI), educational level, physical activity, smoking status, occupation, chronic conditions and alcohol consumption; FL was related to age, living with a partner, educational level, physical activity and chronic conditions; and poor/improvable diet quality was associated to age, smoking status, BMI and physical activity.
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Affiliation(s)
- Silvia Portero de la Cruz
- Department of Nursing, Pharmacology and Physiotherapy, Faculty of Medicine and Nursing, University of Córdoba, Avda. Menéndez Pidal, S/N, 14071 Córdoba, Spain;
| | - Jesús Cebrino
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Seville, Avda. Doctor Fedriani, S/N, 41009 Seville, Spain
- Correspondence: ; Tel.: +34-954-551-771
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17
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Wubishet BL, Byles JE, Harris ML, Jagger C. Impact of Diabetes on Life and Healthy Life Expectancy Among Older Women. J Gerontol A Biol Sci Med Sci 2021; 76:914-921. [PMID: 32652027 DOI: 10.1093/gerona/glaa172] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Diabetes is a major chronic condition with ever-increasing health and economic burden. This study aimed to measure the impact of diabetes on total life expectancy (TLE) and healthy life expectancy (HLE) at ages 70 and 80 and to assess how educational level, obesity, and comorbidity affected the expectancies. METHODS The study involved 9849 population-representative women born between 1921 and 1926 from the Australian Longitudinal Study on Women's Health (ALSWH). Self-rated health was obtained from the ALSWH surveys. Diabetes diagnosis was ascertained using survey and health care administrative data. Total life expectancy and HLE were estimated for women with and without diabetes using multistate modeling. RESULTS Diabetes was associated with an increased risk of poor health (adjusted risk ratio: 1.63, 95% confidence interval: 1.49-1.79). Diabetes was also associated with a reduction of 0.9 years in HLE and 2.6 years in TLE at age 70 and 0.4 years in HLE and 1.3 years in TLE at age 80. If a woman had low education, obesity, and more than 2 comorbidities in addition to diabetes, these reductions increased to 3.0 years in TLE and 7.9 years in HLE at age 70 and 1.5 years in TLE and 3.8 years in HLE at age 80. CONCLUSIONS Diabetes substantially reduced older women's quantity and quality of life, with further reductions for those with lower education, obesity, and comorbidities. These findings underscore the importance of optimally managing diabetes by maintaining a healthy weight and delaying the onset of comorbidities, to promote healthy aging for older women with diabetes.
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Affiliation(s)
- Befikadu L Wubishet
- Research Centre for Generational Health and Ageing, University of Newcastle, New South Wales, Australia.,School of Pharmacy, Mekelle University, Ethiopia
| | - Julie E Byles
- Research Centre for Generational Health and Ageing, University of Newcastle, New South Wales, Australia
| | - Melissa L Harris
- Research Centre for Generational Health and Ageing, University of Newcastle, New South Wales, Australia
| | - Carol Jagger
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
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18
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Wang Z, Peng W, Li M, Li X, Yang T, Li C, Yan H, Jia X, Hu Z, Wang Y. Association between multimorbidity patterns and disability among older people covered by long-term care insurance in Shanghai, China. BMC Public Health 2021; 21:418. [PMID: 33639902 PMCID: PMC7912511 DOI: 10.1186/s12889-021-10463-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 02/15/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Functional disability and multimorbidity are common among older people. However, little is known about the relationship between functional disability and different multimorbidity combinations. We aimed to identify multimorbidity patterns and explore the associations between these patterns and functional disability. METHODS We investigated a multi-stage random sample of 1871 participants aged ≥60 years and covered by long-term care insurance in Shanghai, China. Multimorbidity was defined as the simultaneous presence of two or more chronic diseases in an individual. Participants completed scales to assess basic and instrumental activities of daily living (BADL and IADL, respectively). Multimorbidity patterns were identified via exploratory factor analysis. Binary logistic regression models were used to determine adjusted associations between functional disability and number and patterns of multimorbidity. RESULTS Multimorbidity was present in 74.3% of participants. The prevalence of BADL disability was 50.7% and that of IADL disability was 90.7%. There was a strong association between multimorbidity and disability. We identified three multimorbidity patterns: musculoskeletal, cardio-metabolic, and mental-degenerative diseases. The cardio-metabolic disease pattern was associated with both BADL (OR 1.28, 95%CI 1.16-1.41) and IADL (OR 1.41, 95%CI 1.19-1.68) disability. The mental-degenerative disease pattern was associated with BADL disability (OR 1.55, 95%CI 1.40-1.72). CONCLUSIONS Multimorbidity and functional disability are highly prevalent among older people covered by long-term care insurance in Shanghai, and distinct multimorbidity patterns are differentially associated with functional disability. Appropriate long-term healthcare and prevention strategies for older people may help reduce multimorbidity, maintain functional ability, and improve health-related quality of life.
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Affiliation(s)
- Zijing Wang
- School of Health Service Management, Anhui Medical University, Hefei, 230032, China
| | - Wenjia Peng
- Epidemiology and Health Statistics, School of Public Health, Bengbu Medical College, Bengbu, Anhui, China
| | - Mengying Li
- School of Public Health, Key Laboratory of Public Health Safety, NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, 200032, China
| | - Xinghui Li
- School of Public Health, Key Laboratory of Public Health Safety, NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, 200032, China
| | - Tingting Yang
- School of Public Health, Key Laboratory of Public Health Safety, NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, 200032, China
| | - Cancan Li
- School of Health Service Management, Anhui Medical University, Hefei, 230032, China
| | - Huosheng Yan
- School of Health Service Management, Anhui Medical University, Hefei, 230032, China
| | - Xianjie Jia
- Epidemiology and Health Statistics, School of Public Health, Bengbu Medical College, Bengbu, Anhui, China
| | - Zhi Hu
- School of Health Service Management, Anhui Medical University, Hefei, 230032, China.
| | - Ying Wang
- School of Public Health, Key Laboratory of Public Health Safety, NHC Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, 200032, China.
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19
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Medhi GK, Visi V, Bora PJ, Sarma J, Borah P, Mahanta J, Bhattacharyya H, Pala S. A Community-Based Study on Functional Disability and Its Associated Factors Among Elderly Individuals in a Rural Setting in Northeastern India. Cureus 2021; 13:e13309. [PMID: 33732564 PMCID: PMC7955953 DOI: 10.7759/cureus.13309] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background Functional disability in older adults is common and adversely impacts the quality of life. Given the paucity of population-based data, the present analysis attempted to determine the prevalence and factors associated with functional disability in basic activities of daily living (ADLs) among the elderly population in a rural setting of Northeastern state of India Methods A total of 430 elderly were recruited in a population-based cross-sectional study among elderly individuals (≥60 years) during the period 2013-2016 in rural areas of the Dibrugarh district of Northeastern India. The Barthel index was used to measure ADL. Anyone with a Barthel index score <100 (or having limitations in one or more ADL items) were considered as having a functional disability. The analysis of variance (ANOVA) test and the binary logistic regression analysis were used to examine the factors associated with functional disability. Results Overall, 43.7% % (Male 42.9%, Female 44.5%) of the participants had a functional disability. Increasing age, being widowed, having no formal education, being underweight (body mass index (BMI)<18.5 kg/m2), and increasing numbers of morbidities were significantly associated with functional disability among the elderly in this study in age and gender-adjusted logistic regression analysis. Being ≥80 years was associated with a three-fold greater risk (OR=31.72, 95% CI=1.3-6.91) of functional disability than the youngest age group (60-69 years). On the other hand, the presence of more than five morbidities was associated with a nearly 20 times increased risk (OR=19.61, 95% CI=9.01-42.68) than those with zero to two morbidities. Conclusion A high proportion of the rural elderly residents of Dibrugarh had a functional disability. The study provides epidemiological evidence of the risk factors of functional disability in this setting. This epidemiological information may be useful for developing prevention strategies to reduce the burden of functional disability.
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Affiliation(s)
- Gajendra K Medhi
- Community Medicine, North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong, IND
| | - Vizovonuo Visi
- Community Medicine, North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong, IND
| | - Parash J Bora
- Community Medicine, North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong, IND
| | - Jogesh Sarma
- Pulmonary Medicine, Gauhati Medical College, Guwahati, IND
| | - Prasanta Borah
- Epidemiology and Nutrition, Indian Council of Medical Research (ICMR) - Regional Medical Research Centre, North-Eastern (NE) Region, Dibrugarh, IND
| | - Jagdish Mahanta
- Internal Medicine: Infectious Disease, Indian Council of Medical Research (ICMR) - Regional Medical Research Centre, North-Eastern (NE) Region, Dibrugarh, IND
| | - Himashree Bhattacharyya
- Community Medicine, North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong, IND
| | - Star Pala
- Community Medicine, North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong, IND
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20
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Ezzedine K, Bennani M, Shourick J, Taieb C. A Method for Designing a Patient Burden Questionnaire in Dermatology. Clin Cosmet Investig Dermatol 2020; 13:521-528. [PMID: 32821144 PMCID: PMC7417926 DOI: 10.2147/ccid.s260323] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 07/07/2020] [Indexed: 12/02/2022]
Abstract
Introduction In recent years, the concept of “disease burden” has been given a central role in evaluating patient care, particularly in skin diseases. Measuring patient-reported outcomes (PRO) such as symptoms and disease burden may be useful. Aim To present a methodology that facilitates the development and validation of burden questionnaires for patients suffering from skin diseases. Methodology Based on past published burden questionnaires, a methodology for designing skin disease burden questionnaires was to be developed. Results Based on 16 burden questionnaires developed and published over the last 10 years, the authors propose a standardized methodology for the easy design and validation of disease burden questionnaires for patients with chronic skin diseases. The authors provide detailed guidance for the conception, development and validation of the questionnaires, including reliability, internal consistency, external validity, cognitive debriefing, testing–retesting, translation and cross-cultural adaptation, as well as for statistical analysis. Conclusion The proposed methodology enhances the design and validation of disease burden questionnaires in dermatology. Burden questionnaires may be used in clinical research as well as in daily clinical practice.
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Affiliation(s)
- Khaled Ezzedine
- University Hospital Henri-Mondor, Department of Dermatology, Créteil, France
| | | | | | - Charles Taieb
- Necker Enfants Malades Hospital, Paris, France.,European Market Maintenance Assessment, Paris, France
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21
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Tkacheva ON, Runikhina NK, Merkusheva LI, Lysenkov SN, Ostapenko VS, Sharashkina NV, Press Y. The Association Between Comorbidity, Frailty, and Outdoor Mobility Loss Among Community-Dwelling Individuals 60 Years of Age and Above in Moscow. Rejuvenation Res 2020; 24:151-157. [PMID: 32539600 DOI: 10.1089/rej.2019.2289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
To determine the prognostic value of frailty and comorbidity for outdoor mobility loss and mortality in the elderly. The retrospective study was conducted among outpatients aged ≥60 years. Patients with ≥3 chronic illnesses were treated by doctors who had undergone a 72-hour geriatric training. The outdoor low-mobility group comprised patients who failed to visit a doctor because of decreased outdoor mobility during the 3-year follow-up period. The outdoor high-mobility group comprised participants with no outdoor mobility loss. 5678 patients with a mean age of 71.0 ± 0.1 years were included in the study. The risk of outdoor mobility loss rose by 4% per year with men developing it 30% more than women. The effect of frailty was of particular importance because it increased the risk of developing outdoor mobility loss by 70%. Comorbidity was not associated with a higher risk of outdoor mobility loss, but the investigators did not take into account all possible illnesses, or the severity of disease. The loss of outdoor mobility was associated with increase in mortality. Early detection of frailty can help predict outdoor mobility loss and could reduce mortality among older people.
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Affiliation(s)
- Olga N Tkacheva
- The Russian Clinical Research Center for Gerontology, Pirogov Russian National Medical University, Moscow, Russian Federation
| | - Nadezda K Runikhina
- The Russian Clinical Research Center for Gerontology, Pirogov Russian National Medical University, Moscow, Russian Federation.,Lomonosov Moscow State University, Moscow, Russian Federation
| | - Liudmila I Merkusheva
- The Russian Clinical Research Center for Gerontology, Pirogov Russian National Medical University, Moscow, Russian Federation
| | - Sergei N Lysenkov
- The Russian Clinical Research Center for Gerontology, Pirogov Russian National Medical University, Moscow, Russian Federation.,Lomonosov Moscow State University, Moscow, Russian Federation
| | - Valentina S Ostapenko
- The Russian Clinical Research Center for Gerontology, Pirogov Russian National Medical University, Moscow, Russian Federation
| | - Natalia V Sharashkina
- The Russian Clinical Research Center for Gerontology, Pirogov Russian National Medical University, Moscow, Russian Federation
| | - Yan Press
- Siaal Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Department of Geriatrics, Soroka Medical Center, Beer-Sheva, Israel.,Unit for Community Geriatrics, Division of Health in the Community, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Center for Multidisciplinary Research in Aging, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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22
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Nguyen TN, Ngangue PA, Ryan BL, Stewart M, Brown JB, Bouhali T, Fortin M. The revised Patient Perception of Patient‐Centeredness Questionnaire: Exploring the factor structure in French‐speaking patients with multimorbidity. Health Expect 2020; 23:904-909. [PMID: 32338814 PMCID: PMC7495072 DOI: 10.1111/hex.13068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 03/13/2020] [Accepted: 04/07/2020] [Indexed: 12/29/2022] Open
Affiliation(s)
- Tu Ngoc Nguyen
- Department of Family Medicine and Emergency Medicine Faculty of Medicine and Health Sciences Université de Sherbrooke Sherbrooke QC Canada
| | - Patrice Alain Ngangue
- Department of Family Medicine and Emergency Medicine Faculty of Medicine and Health Sciences Université de Sherbrooke Sherbrooke QC Canada
| | - Bridget L. Ryan
- Centre for Studies in Family Medicine Department of Family Medicine Schulich School of Medicine & Dentistry Western University London ON Canada
- Department of Epidemiology and Biostatistics Schulich School of Medicine & Dentistry Western University London ON Canada
| | - Moira Stewart
- Centre for Studies in Family Medicine Department of Family Medicine Schulich School of Medicine & Dentistry Western University London ON Canada
- Department of Epidemiology and Biostatistics Schulich School of Medicine & Dentistry Western University London ON Canada
| | - Judith Belle Brown
- Centre for Studies in Family Medicine Department of Family Medicine Schulich School of Medicine & Dentistry Western University London ON Canada
| | - Tarek Bouhali
- Department of Family Medicine and Emergency Medicine Faculty of Medicine and Health Sciences Université de Sherbrooke Sherbrooke QC Canada
| | - Martin Fortin
- Department of Family Medicine and Emergency Medicine Faculty of Medicine and Health Sciences Université de Sherbrooke Sherbrooke QC Canada
- Centre intégré universitaire de santé et de services sociaux du Saguenay-Lac St-Jean QC Canada
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23
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Li H, Wang A, Gao Q, Wang X, Luo Y, Yang X, Li X, Wang W, Zheng D, Guo X. Prevalence of somatic-mental multimorbidity and its prospective association with disability among older adults in China. Aging (Albany NY) 2020; 12:7218-7231. [PMID: 32335543 PMCID: PMC7202546 DOI: 10.18632/aging.103070] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/29/2020] [Indexed: 01/09/2023]
Abstract
We aimed to identify prevalent somatic-mental multimorbidity (SMM) and examine its prospective association with disability among a nationally representative sample. A total of 6728 participants aged 60 years and older in the China Health and Retirement Longitudinal Study were included. A total of 14 somatic or mental conditions were assessed in 2013. SMM was defined as any combination of two or more conditions in which at least one condition was somatic and at least one condition was mental. Disability risk was measured using the combined Activities of Daily Living (ADL)-Instrumental Activities of Daily Living (IADL) index (range 0–11; higher index indicates higher disability) in 2013 and 2015. Overall, the prevalence of SMM was 35.7% (95% confidence interval (CI): 34.1%-37.3%) in 2013. After adjustment for sociodemographic characteristics, lifestyles and baseline ADL-IADL index, over a maximum follow-up period of 2 years, SMM was associated with a 2.61 (95% CI: 2.12-3.22)-fold increase in ADL-IADL disability risk compared with that of healthy participants. In conclusion, SMM was prevalent in older Chinese adults, and it was associated with a higher risk of prospective disability.
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Affiliation(s)
- Haibin Li
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Anxin Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Qi Gao
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Xiaonan Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Yanxia Luo
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Xinghua Yang
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Xia Li
- Department of Mathematics and Statistics, La Trobe University, Melbourne, Victoria, Australia
| | - Wei Wang
- Global Health and Genomics, School of Medical Sciences and Health, Edith Cowan University, Perth, Western Australia, Australia
| | - Deqiang Zheng
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
| | - Xiuhua Guo
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, China.,Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, China
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24
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Kierkegaard P, Vale MD, Garrison S, Hollenbeck BK, Hollingsworth JM, Owen-Smith J. Mechanisms of decision-making in preoperative assessment for older adult prostate cancer patients-A qualitative study. J Surg Oncol 2020; 121:561-569. [PMID: 31872469 PMCID: PMC7032018 DOI: 10.1002/jso.25819] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 12/12/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND OBJECTIVE Little research exists which investigates the contextual factors and hidden influences that inform surgeons and surgical teams decision-making in preoperative assessment when deciding whether to or not to operate on older adult prostate cancer patients living with aging-associated functional declines and illnesses. The aim of this study is to identify and examine the underlying mechanisms that uniquely shape preoperative surgical decision-making strategies concerning older adult prostate cancer patients. METHODS Qualitative methodologies were used that paired ethnographic field observations with semistructured interviews for data collection. An inductive thematic analysis approach was used to identify, analyze, and describe patterns in the data. RESULTS Factors underlining surgical decision-making originated from the context of two categories: (1) clinical and surgery-specific factors; and (2) non-patient factors. Thematic subcategories included personal experiences, methods of assessment during medical encounters, anticipation of outcomes, perceptions of preoperative assessment instruments for frailty and multimorbidity, routines and workflow patterns, microcultures, and indirect observation and second-hand knowledge. CONCLUSION Surgeon's personal experiences has a significant impact on the decision-making processes during preoperative assessments. However, non-patient factors such as institutional microcultures passively and actively influence decision-making process during preoperative assessment.
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Affiliation(s)
| | - Mira D Vale
- Department of Sociology, University of Michigan, Ann Arbor, Michigan
| | - Spencer Garrison
- Department of Sociology, University of Michigan, Ann Arbor, Michigan
| | | | | | - Jason Owen-Smith
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan
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25
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Abstract
OBJECTIVE Multimorbidity is a robust predictor of disability in aging adults, but the mechanisms by which multimorbidity is disabling are not clear. Most existing research focuses on disease-specific phenomena, such as diminished lung capacity in chronic obstructive pulmonary disease, which can result in functional limitations. This review takes a different approach by highlighting the potential role of a biological process-inflammation-that is common to many chronic medical conditions and thus, from a medical perspective, relatively disease nonspecific. METHOD Beginning with a description of inflammation and its measurement, this paper will provide an overview of research on inflammation as a predictor of disease risk in healthy adults and of adverse outcomes (e.g., disability) in those with multimorbidity. RESULTS The discussion of inflammation is then situated in the context of biopsychosocial influences on health, as inflammation has been shown to be sensitive to a wide range of social and psychological processes that are thought to contribute to healthy aging, including successful adaptation to multimorbidity and reduced risk of disability. CONCLUSIONS Finally, implications of this broader perspective for interventions to improve outcomes in aging adults with multimorbidity are briefly considered. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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26
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Sadarangani T, Missaelides L, Eilertsen E, Jaganathan H, Wu B. A Mixed-Methods Evaluation of a Nurse-Led Community-Based Health Home for Ethnically Diverse Older Adults With Multimorbidity in the Adult Day Health Setting. Policy Polit Nurs Pract 2019; 20:131-144. [PMID: 31373878 PMCID: PMC6827350 DOI: 10.1177/1527154419864301] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Multimorbidity affects 75% of older adults (aged 65 years and older) in the United States and increases risk of poor medical outcomes, especially among the poor and underserved. The creation of a Medicaid option allowing states to establish health homes under the Affordable Care Act was intended to enhance coordinated care for Medicaid beneficiaries with multimorbidity. The Community-Based Health Home (CBHH) model uses the infrastructure of the Adult Day Health Center (ADHC) to serve as a health home to improve outcomes for medically complex vulnerable adults. Between 2017 and 2018, we used a sequential explanatory mixed-methods approach to (a) quantitatively examine changes in depression, fall risk, loneliness, cognitive function, nutritional risk, pain classification, and health care utilization over the course of 12 months in the program and (b) qualitatively explore the perspectives of key stakeholders (registered nurse navigators, participants, ADHC administrators, and caregivers) to identify the most effective components of CBHH. Using data integration techniques, we identified components of CBHH that were most likely driving outcomes. After 12 months in CBHH, our racially diverse sample (N = 126), experienced statistically significant (p < .05) reductions in loneliness, depression, nutritional risk, poorly controlled pain, and emergency department utilization. Stakeholders who were interviewed (n = 40) attributed positive changes to early clinical intervention by the registered nurse navigators, communication with providers across settings, and a focus on social determinants of health, in conjunction with social stimulation and engagement provided by the ADHC. CBHH positions the ADHC as the locus of an effective health home site and is associated with favorable results. CBHH also demonstrates the unique capacity and skill of registered nurses in integrating health and social services across community settings. Continued exploration of CBHH among diverse populations with multimorbidity is warranted.
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Affiliation(s)
| | | | | | | | - Bei Wu
- New York University Rory Meyers College of Nursing, NY, USA
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27
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Nusselder WJ, Wapperom D, Looman CWN, Yokota RTC, van Oyen H, Jagger C, Robine JM, Cambois EM. Contribution of chronic conditions to disability in men and women in France. Eur J Public Health 2019; 29:99-104. [PMID: 30107556 DOI: 10.1093/eurpub/cky138] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background Women report more disability than men perhaps due to gender differences in the prevalence of diseases and/or in their disabling impact. We compare the contribution of chronic diseases to disability in men and women in France, using a disability survey conducted in both private households and institutions, and we also examine the effect of excluding the institutionalized population. Methods Data comprised 17 549 individuals age 50+, who participated in the 2008-09 French Disability Health Survey including people living in institutions. Disability was defined by limitations in activities people usually do due to health problems (global activity limitation indicator). Additive regression models were fitted separately by gender to estimate the contribution of conditions to disability taking into account multi-morbidity. Results Musculoskeletal diseases caused most disability for both men (10.1%, CI: 8.1-12.0) and women (16.0%, CI 13.6-18.2). The second contributor for men was heart diseases (5.7%, CI: 4.5-6.9%), and for women anxiety-depression (4.0, CI 3.1-5.0%) closely followed by heart diseases (3.8%, CI 2.9-4.7%). Women's higher contribution of musculoskeletal diseases reflected their higher prevalence and disabling impact; women's higher contribution of anxiety-depression and lower contributions of heart diseases reflected gender differences in prevalence. Excluding the institutionalized population did not change the overall conclusions. Conclusions The largest contributors to the higher disability of women than men are moderately disabling conditions with a high prevalence. Whereas traditional disabling conditions such as musculoskeletal diseases are more prevalent and disabling in women, fatal diseases such as cardiovascular disease are also important contributors in women and men.
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Affiliation(s)
- Wilma J Nusselder
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Dagmar Wapperom
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Caspar W N Looman
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Renata T C Yokota
- Department of Public Health and Surveillance, Scientific Institute of Public Health, Brussels, Belgium.,Department of Sociology, Interface Demography, Vrije Universiteit Brussel, Brussels, Belgium
| | - Herman van Oyen
- Department of Public Health and Surveillance, Scientific Institute of Public Health, Brussels, Belgium.,Department of Public Health, Ghent University, Ghent, Belgium
| | - Carol Jagger
- Institute of Health and Society, Newcastle University, Newcastle, UK.,Institute for Ageing, Newcastle University, Newcastle, UK
| | - Jean Marie Robine
- INSERM (National Institute of Health and Medical Research), Montpellier, France.,EPHE (École Pratique des Hautes Études), Paris, France
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Parmar MC, Saikia N. Chronic morbidity and reported disability among older persons from the India Human Development Survey. BMC Geriatr 2018; 18:299. [PMID: 30522436 PMCID: PMC6284309 DOI: 10.1186/s12877-018-0979-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2018] [Accepted: 11/13/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The burden of disability and chronic morbidity among the elderly has been increasing substantially in India in recent years. Yet, the use of nationally representative data to investigate the relationship between chronic morbidity and reported disability in the country has been minimal. The objective of this study is twofold: i) to quantify the association between chronic morbidities and overall disabilities in the activities of daily living (ADLs) among elderly people in India, and ii) to understand how various chronic morbidities influence individual ADLs, specifically, walking, toileting and dressing. METHODS We used data from the India Human Development Survey-II (IHDS-II) as a basis for this study. We computed the Katz Index of independence in ADL to examine the burden of disability among the elderly. Ordered logistic regression was carried out to examine the effect of chronic morbidities on: i) the disability index (where 0 = no disability; 1 = disability in 1 or 2 ADLs; and 2 = disability in 3 ADLs), and ii) disabilities in three ADLs in the population over-60 years of age in India. RESULTS The percentage of people scoring lower Katz index (indicating severe and mild disability) in at least one of the three ADLs is very high in India (17.91% for males and 26.21% for females). Irrespective of the type of ADL, the Katz score is lower in elderly females than in elderly males. Elderly people who are illiterate and belong to the poorest wealth quintile report lower Katz scores in ADL. Both bivariate and multivariate analyses confirm that all three types of chronic morbidities are positively and significantly associated with a disability condition in the ADLs. Yet, the effects of morbidities vary greatly according to the type of disability. For instance, while diabetes affect walking (OR: 2.56; 95% CI: 2.29-2.86), and toileting (OR: 2.63; 95% CI: 2.26-3.07), high blood pressure mainly affects walking (OR: 2.29, 95% CI: 2.09-2.5) and dressing disabilities (OR: 2.13, 95% CI: 1.84-2.46). CONCLUSIONS Chronic morbidity is a decisive factor in old age disability. It is crucial to reduce chronic morbidity in a timely way to minimise the enormous associated burden of disability.
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Affiliation(s)
- Mukesh C Parmar
- Centre for the Study of Regional Development, School of Social Sciences, Jawaharlal Nehru University, New Delhi, India.
| | - Nandita Saikia
- Centre for the Study of Regional Development, School of Social Sciences, Jawaharlal Nehru University, New Delhi, India.,International Institute for Applied Systems Analysis, Laxenburg, Austria
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29
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Vetrano DL, Calderón-Larrañaga A, Marengoni A, Onder G, Bauer JM, Cesari M, Ferrucci L, Fratiglioni L. An International Perspective on Chronic Multimorbidity: Approaching the Elephant in the Room. J Gerontol A Biol Sci Med Sci 2018; 73:1350-1356. [PMID: 28957993 PMCID: PMC6132114 DOI: 10.1093/gerona/glx178] [Citation(s) in RCA: 110] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 09/15/2017] [Indexed: 01/07/2023] Open
Abstract
Multimorbidity is a common and burdensome condition that may affect quality of life, increase medical needs, and make people live more years of life with disability. Negative outcomes related to multimorbidity occur beyond what we would expect from the summed effect of single conditions, as chronic diseases interact with each other, mutually enhancing their negative effects, and eventually leading to new clinical phenotypes. Moreover, multimorbidity mirrors an accelerated global susceptibility and a loss of resilience, which are both hallmarks of aging. Due to the complexity of its assessment and definition, and the lack of clear evidence steering its management, multimorbidity represents one of the main current challenges for clinicians, researchers, and policymakers. The authors of this article recently reflected on these issues during two twin international symposia at the 2016 European Union Geriatric Medicine Society (EUGMS) meeting in Lisbon, Portugal, and the 2016 Gerontological Society of America (GSA) meeting in New Orleans, USA. The present work summarizes the most relevant aspects related to multimorbidity, with the ultimate goal to identify knowledge gaps and suggest future directions to approach this condition.
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Affiliation(s)
- Davide L Vetrano
- Aging Research Center, Karolinska Institutet and Stockholm University, Sweden
- Department of Geriatrics, Catholic University of Rome, Italy
| | - Amaia Calderón-Larrañaga
- Aging Research Center, Karolinska Institutet and Stockholm University, Sweden
- EpiChron Research Group, Aragon Health Sciences Institute (IACS), Spain
| | - Alessandra Marengoni
- Aging Research Center, Karolinska Institutet and Stockholm University, Sweden
- Department of Clinical and Experimental Sciences, University of Brescia, Italy
| | - Graziano Onder
- Department of Geriatrics, Catholic University of Rome, Italy
| | - Jürgen M Bauer
- Center for Geriatric Medicine, University of Heidelberg, Germany
| | - Matteo Cesari
- Gérontopôle, Centre Hospitalier Universitaire de Toulouse III, France
| | - Luigi Ferrucci
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland
| | - Laura Fratiglioni
- Aging Research Center, Karolinska Institutet and Stockholm University, Sweden
- Stockholm Gerontology Research Center, Sweden
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Machado-Fragua MD, Struijk EA, Graciani A, Guallar-Castillon P, Rodríguez-Artalejo F, Lopez-Garcia E. Coffee consumption and risk of physical function impairment, frailty and disability in older adults. Eur J Nutr 2018; 58:1415-1427. [PMID: 29549497 DOI: 10.1007/s00394-018-1664-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 03/09/2018] [Indexed: 12/25/2022]
Abstract
PURPOSE Habitual coffee consumption has been associated with lower risk of type 2 diabetes and cardiovascular disease. Since these diseases are main determinants of functional limitations, we have tested the hypothesis that coffee intake is associated with lower risk of physical function impairment, frailty and disability in older adults. We focused on women and those with obesity, hypertension or type 2 diabetes because they are at higher risk of functional limitations. METHODS Prospective study with 3289 individuals ≥ 60 years from the Seniors-ENRICA cohort. In 2008-2010 coffee consumption was measured through a validated dietary history. Participants were followed up until 2015 to ascertain incident impaired physical function, frailty and disability, assessed by both self-report and objective measures. RESULTS Compared with non-drinking coffee, consumption of ≥ 2 cups of coffee/day was associated with lower risk of impaired agility in women (hazard ratio [HR] 0.71, 95% confidence interval [CI] 0.51-0.97, P trend 0.04) and in those with obesity (HR 0.60; 95% CI 0.40-0.90, P trend 0.04). Intake of ≥ 2 cups of coffee/day was also linked to reduced risk of impaired mobility in women (HR 0.66; 95% CI 0.46-0.95, P trend 0.02) and among individuals with hypertension (HR 0.70, 95% CI 0.48-1.00, P trend 0.05). Moreover, among subjects with diabetes, those who consumed ≥ 2 cups/day had lower risk of disability in activities of daily living (HR 0.30, 95% CI 0.11-0.76, P trend 0.01). CONCLUSIONS In older people, habitual coffee consumption was not associated with increased risk of functional impairment, and it might even be beneficial in women and those with hypertension, obesity or diabetes.
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Affiliation(s)
- Marcos D Machado-Fragua
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, C/Arzobispo Morcillo, s/n, 28029, Madrid, Spain. .,IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain. .,CIBERESP (CIBER of Epidemiology and Public Health), Madrid, Spain.
| | - Ellen A Struijk
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, C/Arzobispo Morcillo, s/n, 28029, Madrid, Spain.,IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain.,CIBERESP (CIBER of Epidemiology and Public Health), Madrid, Spain
| | - Auxiliadora Graciani
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, C/Arzobispo Morcillo, s/n, 28029, Madrid, Spain.,IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain.,CIBERESP (CIBER of Epidemiology and Public Health), Madrid, Spain
| | - Pilar Guallar-Castillon
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, C/Arzobispo Morcillo, s/n, 28029, Madrid, Spain.,IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain.,CIBERESP (CIBER of Epidemiology and Public Health), Madrid, Spain.,IMDEA-Food Institute, CEI UAM+CSIC, Madrid, Spain
| | - Fernando Rodríguez-Artalejo
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, C/Arzobispo Morcillo, s/n, 28029, Madrid, Spain.,IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain.,CIBERESP (CIBER of Epidemiology and Public Health), Madrid, Spain.,IMDEA-Food Institute, CEI UAM+CSIC, Madrid, Spain
| | - Esther Lopez-Garcia
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, C/Arzobispo Morcillo, s/n, 28029, Madrid, Spain. .,IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Madrid, Spain. .,CIBERESP (CIBER of Epidemiology and Public Health), Madrid, Spain. .,IMDEA-Food Institute, CEI UAM+CSIC, Madrid, Spain.
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Costa Filho AM, Mambrini JVDM, Malta DC, Lima-Costa MF, Peixoto SV. Contribution of chronic diseases to the prevalence of disability in basic and instrumental activities of daily living in elderly Brazilians: the National Health Survey (2013). CAD SAUDE PUBLICA 2018; 34:e00204016. [DOI: 10.1590/0102-311x00204016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 04/25/2017] [Indexed: 11/22/2022] Open
Abstract
Abstract: This study’s objective was to assess the contribution of selected chronic diseases to the prevalence of disability in elderly Brazilians, based on data from the National Health Survey (PNS 2013). Disability was defined as some degree of difficulty in performing ten activities, considering three levels: (i) without disability; (ii) disabled only in some instrumental activity of daily living (IADL); and (iii) disabled in some basic activity of daily living (BADL). The multinomial additive hazards model was the attribution method used to assess the contribution of each self-reported chronic condition (hypertension, diabetes, arthritis, stroke, depression, heart disease, and lung disease) to the prevalence of disability in this population, stratified by sex and age bracket (60 to 74 years and 75 or older). Study participants included 10,537 elderly Brazilians with a mean age of 70.0 years (SD = 7.9 years) and predominance of women (57.4%). Prevalence rates for disability in at least one IADL and at least one BADL were 14% (95%CI: 12.9; 15.1) and 14.9% (95%CI: 13.8; 16.1), respectively. In general, the contribution of chronic diseases to prevalence of disability was greater in younger elderly (60 to 74 years) and in the group with greatest severity (disabled in BADL), highlighting the relevance of stroke and arthritis in men, and arthritis, hypertension, and diabetes in women. This knowledge can help orient health services to target specific groups, considering age, sex, and current illnesses, aimed at preventing disability in the elderly.
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Contribution of chronic conditions to functional limitations using a multinomial outcome: results for the older population in Belgium and Brazil. ACTA ACUST UNITED AC 2017; 75:68. [PMID: 29270292 PMCID: PMC5733874 DOI: 10.1186/s13690-017-0235-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 10/17/2017] [Indexed: 11/18/2022]
Abstract
Background The global phenomenon of population ageing is creating new challenges in both high and middle income countries, as functional limitations are expected to increase with age. The attribution method has been proposed to identify which conditions contribute most to disability using cross-sectional data. Although the original method was based on binary outcomes, we recently proposed an extension to multinomial responses, since different disability levels are often investigated in surveys. This is the first application of the extended method to evaluate differences in the contribution of chronic conditions to functional limitations in the older population of Brazil and Belgium. Methods Representative data from individuals aged ≥65 years who participated in the 2008 or 2013 Health Interview Surveys in Belgium (N = 4521) or in the 2008 National Household Sample Survey in Brazil (N = 28,437) were analysed. Individuals were classified as without, moderate or severe functional limitations, based on three activities of daily living: eating, showering, and toileting. Six chronic conditions common to the surveys – diabetes, heart diseases, musculoskeletal conditions, depression, chronic respiratory diseases, and cancer – were included in the analysis. Separate multinomial additive hazards models by gender for each country were fitted. Results The prevalence of moderate functional limitations was larger in men in Brazil (8.4%) compared to Belgium (6.0%) and similar in women (approximately 12.0%). Conversely, the severe prevalence in men was similar in the two countries (around 8.0%) and higher in women from Belgium (16.6%) than from Brazil (9.1%). Musculoskeletal conditions were the main contributors to the prevalence of functional limitations in men and women in Belgium but only in men and women with moderate functional limitations in Brazil. Depression and heart diseases contributed most to the severe prevalence of functional limitations in men and women in Brazil, respectively. Conclusions Our findings provide a better understanding of differences in the prevalence of different levels of functional limitations in Brazil and Belgium. These differences can be related to differences in socioeconomic conditions, health care access and quality, disease diagnosis, stage of epidemiology transition, life expectancy, and the prevalence of lifestyle risk factors in the two countries. Electronic supplementary material The online version of this article (10.1186/s13690-017-0235-3) contains supplementary material, which is available to authorized users.
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Ahangar AA, Khoshmanzar H, Heidari B, Bijani A, Hosseini R, Gholinia H, Saadat P, Babaei M. Prevalence and the Determinants of Physical Activity in an Elderly Cohort of 60 years and more. A Cross-Sectional Case-Control Study. AGEING INTERNATIONAL 2017. [DOI: 10.1007/s12126-017-9315-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Sultana M, Mahumud RA, Sarker AR. Burden of chronic illness and associated disabilities in Bangladesh: Evidence from the Household Income and Expenditure Survey. Chronic Dis Transl Med 2017; 3:112-122. [PMID: 29063064 PMCID: PMC5627690 DOI: 10.1016/j.cdtm.2017.02.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE The purpose of this study was to investigate the distribution of chronic illness and associated disability, out-of-pocket payment (OOPP), and other related factors using survey data from Bangladesh. METHODS This study analyzed Bangladesh Household Income and Expenditure Survey data that include socio-economic and demographic data, such as consumption, expenditures, and assets, along with information regarding chronic illness and disability. Multiple linear regression models were used to identify factors significantly associated with OOPP. Furthermore, a binary Logistic regression model was employed to assess the association of the explanatory variables with disability status. RESULTS A higher prevalence of chronic illness was found for those with chronic gastritis (18.70%), and 41.92% of the population had at least one side disability. The average OOPP healthcare expenditure for chronic illness was estimated to be US$7.59. Higher OOPP was found among the upper 2 wealth quintiles. Overall OOPP health expenditure was significantly higher among individuals with an associated disability (P < 0.001). The likelihood of having an associated disability was higher among those individuals with a lower education level (OR = 2.36, 95% CI: 1.95-4.06), those who not earning an income (OR = 2.85, 95% CI: 2.53-3.21), those who did not seek care (OR = 1.73, 95% CI: 1.57-1.90), those who sought care from a pharmacy (OR = 8.91, 95% CI: 7.38-10.74), and those in the lowest wealth quintile (OR = 7.21, 95% CI: 6.41-8.12). CONCLUSIONS The high OOPP illustrates the necessity of financial risk protection for the population at low socio-economic status. Therefore, we recommend that the government strengthen the healthcare system with appropriate support directed to the rural and elderly populations.
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Affiliation(s)
- Marufa Sultana
- Health Economics and Financing Research, Health Systems and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr'b), Dhaka, Bangladesh
| | - Rashidul Alam Mahumud
- Health Economics and Financing Research, Health Systems and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr'b), Dhaka, Bangladesh
| | - Abdur Razzaque Sarker
- Health Economics and Financing Research, Health Systems and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr'b), Dhaka, Bangladesh
- University of Strathclyde, Glasgow, United Kingdom
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Deslauriers S, Raymond MH, Laliberté M, Lavoie A, Desmeules F, Feldman DE, Perreault K. Access to publicly funded outpatient physiotherapy services in Quebec: waiting lists and management strategies. Disabil Rehabil 2016; 39:2648-2656. [PMID: 27758150 DOI: 10.1080/09638288.2016.1238967] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE Problems with access to outpatient physiotherapy services have been reported in publicly funded healthcare systems worldwide. A few studies have reported management strategies aimed at reducing extensive waiting lists, but their association with waiting times is not fully understood. The purpose of this study was to document access to public outpatient physiotherapy services for persons with musculoskeletal disorders in hospitals and explore organizational factors associated with waiting time. METHODS We surveyed outpatient physiotherapy services in publicly funded hospitals in the province of Quebec (Canada). RESULTS A total of 97 sites responded (99%) to the survey. The median waiting time was more than six months for 41% of outpatient physiotherapy services. The waiting time management strategies most frequently used were attendance and cancelation policies (99.0%) and referral prioritization (95.9%). Based on multivariate analyses, the use of a prioritization process with an initial evaluation and intervention was associated with shorter waiting times (p = 0.008). CONCLUSIONS Our findings provide evidence that a large number of persons wait a long time for publicly funded physiotherapy services in Quebec. Based on our results, implementation of a prioritization process with an initial evaluation and intervention could help improve timely access to outpatient physiotherapy services. Implications for Rehabilitation Access to publicly funded outpatient physiotherapy services is limited by long waiting times in a great proportion of Quebec's hospitals. The use of a specific prioritization process that combines an evaluation and an intervention could possibly help improve timely access to services. Policy-makers, managers, and other stakeholders should work together to address the issue of limited access to publicly funded outpatient physiotherapy services.
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Affiliation(s)
- Simon Deslauriers
- a Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS) , Quebec City , Quebec , Canada.,b Department of Rehabilitation, Faculty of Medicine , Université Laval , Quebec City , Quebec , Canada
| | - Marie-Hélène Raymond
- c School of Rehabilitation, Faculty of Medicine , Université de Montréal , Montreal , Quebec , Canada.,d Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR) , Montreal , Quebec , Canada
| | - Maude Laliberté
- c School of Rehabilitation, Faculty of Medicine , Université de Montréal , Montreal , Quebec , Canada.,d Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR) , Montreal , Quebec , Canada
| | - Amélie Lavoie
- a Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS) , Quebec City , Quebec , Canada.,b Department of Rehabilitation, Faculty of Medicine , Université Laval , Quebec City , Quebec , Canada
| | - François Desmeules
- c School of Rehabilitation, Faculty of Medicine , Université de Montréal , Montreal , Quebec , Canada.,e Maisonneuve-Rosemont Hospital Research Centre , Montreal , Quebec , Canada
| | - Debbie E Feldman
- c School of Rehabilitation, Faculty of Medicine , Université de Montréal , Montreal , Quebec , Canada.,d Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR) , Montreal , Quebec , Canada.,f Direction of Public Health of the Centre intégré universitaire de santé et de services sociaux du Centre-Est-de-l'ḽle-de-Montréal , Montreal , Quebec , Canada
| | - Kadija Perreault
- a Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS) , Quebec City , Quebec , Canada.,b Department of Rehabilitation, Faculty of Medicine , Université Laval , Quebec City , Quebec , Canada
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Yokota RTDC, Nusselder WJ, Robine JM, Tafforeau J, Deboosere P, Van Oyen H. Contribution of Chronic Conditions to the Disability Burden across Smoking Categories in Middle-Aged Adults, Belgium. PLoS One 2016; 11:e0153726. [PMID: 27105185 PMCID: PMC4841551 DOI: 10.1371/journal.pone.0153726] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 04/01/2016] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Smoking is considered the single most important preventable cause of morbidity and mortality worldwide, contributing to increased incidence and severity of disabling conditions. The aim of this study was to assess the contribution of chronic conditions to the disability burden across smoking categories in middle-aged adults in Belgium. METHODS Data from 10,224 individuals aged 40 to 60 years who participated in the 1997, 2001, 2004, or 2008 Health Interview Surveys in Belgium were used. Smoking status was defined as never, former (cessation ≥2 years), former (cessation <2 years), occasional light (<20 cigarettes/day), daily light, and daily heavy (≥20 cigarettes/day). To attribute disability to chronic conditions, binomial additive hazards models were fitted separately for each smoking category adjusted for gender, except for former (cessation <2 years) and occasional light smokers due to the small sample size. RESULTS An increasing trend in the disability prevalence was observed across smoking categories in men (never = 4.8%, former (cessation ≥2 years) = 5.8%, daily light = 7.8%, daily heavy = 10.7%) and women (never = 7.6%, former (cessation ≥2 years) = 8.0%, daily light = 10.2%, daily heavy = 12.0%). Musculoskeletal conditions showed a substantial contribution to the disability burden in men and women across all smoking categories. Other important contributors were depression and cardiovascular diseases in never smokers; depression, chronic respiratory diseases, and diabetes in former smokers (cessation ≥2 years); chronic respiratory diseases, cancer, and cardiovascular diseases in daily light smokers; cardiovascular diseases and chronic respiratory diseases in men and depression and diabetes in women daily heavy smokers. CONCLUSIONS Beyond the well-known effect of smoking on mortality, our findings showed an increasing trend of the disability prevalence and different contributors to the disability burden across smoking categories. This information can be useful from a public health perspective to define strategies to reduce disability in Belgium.
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Affiliation(s)
- Renata Tiene de Carvalho Yokota
- Department of Public Health and Surveillance, Scientific Institute of Public Health, Rue Juliette Wytsmanstraat 14, 1050, Brussels, Belgium
- Department of Sociology, Interface Demography, Vrije Universiteit Brussel, Brussels, Belgium
- * E-mail:
| | | | - Jean-Marie Robine
- French Institute of Health and Medical Research (INSERM), Montpellier, France
- École Pratique des Hautes Études, Paris, France
| | - Jean Tafforeau
- Department of Public Health and Surveillance, Scientific Institute of Public Health, Rue Juliette Wytsmanstraat 14, 1050, Brussels, Belgium
| | - Patrick Deboosere
- Department of Sociology, Interface Demography, Vrije Universiteit Brussel, Brussels, Belgium
| | - Herman Van Oyen
- Department of Public Health and Surveillance, Scientific Institute of Public Health, Rue Juliette Wytsmanstraat 14, 1050, Brussels, Belgium
- Department of Public Health, Ghent University, Ghent, Belgium
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