1
|
Tian Y, Zhou X, Jiang Y, Pan Y, Liu X, Gu X. Bidirectional association between falls and multimorbidity in middle-aged and elderly Chinese adults: a national longitudinal study. Sci Rep 2024; 14:9109. [PMID: 38643241 PMCID: PMC11032330 DOI: 10.1038/s41598-024-59865-z] [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: 08/26/2023] [Accepted: 04/16/2024] [Indexed: 04/22/2024] Open
Abstract
This study explores the bidirectional association between multimorbidity and falls in Chinese middle-aged and elderly adults. Participants aged 45 and above from the China Health and Retirement Longitudinal Study were included. Binary logistic regression assessed the impact of chronic conditions on fall incidence (stage I), while multinomial logistic regression examined the relationship between baseline falls and multimorbidity (stage II). The fully adjusted odds ratios (ORs) for one, two, or three or more chronic conditions were 1.34, 1.65, and 2.02, respectively. Among participants without baseline falls, 28.61% developed two or more chronic conditions during follow-up, compared to 37.4% of those with a history of falls. Fully adjusted ORs for one, two, or three or more chronic conditions in those with a history of falls were 1.21, 1.38 and 1.70, respectively. The bidirectional relationship held in sensitivity and subgroup analyses. A bidirectional relationship exists between multimorbidity and falls in Chinese middle-aged and elderly adults. Strengthening chronic condition screening and treatment in primary healthcare may reduce falls risk, and prioritizing fall prevention and intervention in daily life is recommended.
Collapse
Affiliation(s)
- Ye Tian
- Department of Health Statistics, School of Public Health, Hainan Medical University, No. 3, Xue Yuan Road, Longhua District, Haikou, 571199, People's Republic of China
| | - Xingzhao Zhou
- Department of Health Statistics, School of Public Health, Hainan Medical University, No. 3, Xue Yuan Road, Longhua District, Haikou, 571199, People's Republic of China
| | - Yan Jiang
- Department of Health Statistics, School of Public Health, Hainan Medical University, No. 3, Xue Yuan Road, Longhua District, Haikou, 571199, People's Republic of China
| | - Yidan Pan
- Department of Health Statistics, School of Public Health, Hainan Medical University, No. 3, Xue Yuan Road, Longhua District, Haikou, 571199, People's Republic of China
| | - Xuefeidan Liu
- Department of Marine Pharmacy, School of Pharmacy, Hainan Medical University, No. 3, Xue Yuan Road, Longhua District, Haikou, 571199, People's Republic of China
| | - Xingbo Gu
- Department of Health Statistics, School of Public Health, Hainan Medical University, No. 3, Xue Yuan Road, Longhua District, Haikou, 571199, People's Republic of China.
| |
Collapse
|
2
|
Ghanem AS, Nguyen CM, Mansour Y, Fábián G, Rusinné Fedor A, Nagy A, Móré M. Investigating the Association between Sociodemographic Factors and Chronic Disease Risk in Adults Aged 50 and above in the Hungarian Population. Healthcare (Basel) 2023; 11:1940. [PMID: 37444774 DOI: 10.3390/healthcare11131940] [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: 05/15/2023] [Revised: 06/25/2023] [Accepted: 07/03/2023] [Indexed: 07/15/2023] Open
Abstract
Chronic diseases are a major cause of mortality and morbidity globally, with non-communicable diseases being responsible for most deaths. Older adults are at a higher risk of developing chronic diseases due to various sociodemographic and lifestyle factors such as age, sex, income, education, employment, place of residence, dietary supplementation, tobacco use, and alcohol consumption. Understanding the relationship between these factors and chronic diseases is crucial for identifying vulnerable populations and improving healthcare delivery. Through both an online and an interview-based survey, this cross-sectional study aimed to examine these associations, focusing on adults aged 50 and above, with the goal of identifying potential areas for intervention and prevention. The study found that gender, area of residence, education status, employment status, nutritional supplementation, body mass index (BMI), alcohol usage, and age are associated with the risk of chronic disease, cardiovascular disease, and diabetes. Female gender, higher educational level, employment, normal BMI, and younger age were found to be protective factors, while living in rural areas, alcohol consumption, and older age were identified as risk factors. The study recommends targeted interventions and improved access to healthcare to reduce risk factors and enhance healthcare delivery for better health outcomes.
Collapse
Affiliation(s)
- Amr Sayed Ghanem
- Department of Health Informatics, Institute of Health Informatics, Faculty of Health Sciences, University of Debrecen, 4028 Debrecen, Hungary
| | - Chau Minh Nguyen
- Department of Health Informatics, Institute of Health Informatics, Faculty of Health Sciences, University of Debrecen, 4028 Debrecen, Hungary
| | - Yara Mansour
- Department of Health Informatics, Institute of Health Informatics, Faculty of Health Sciences, University of Debrecen, 4028 Debrecen, Hungary
| | - Gergely Fábián
- Institute of Social and Sociological Sciences, Faculty of Health Sciences, University of Debrecen, 4400 Nyíregyháza, Hungary
| | - Anita Rusinné Fedor
- Institute of Social and Sociological Sciences, Faculty of Health Sciences, University of Debrecen, 4400 Nyíregyháza, Hungary
| | - Attila Nagy
- Department of Health Informatics, Institute of Health Informatics, Faculty of Health Sciences, University of Debrecen, 4028 Debrecen, Hungary
| | - Marianna Móré
- Institute of Social and Sociological Sciences, Faculty of Health Sciences, University of Debrecen, 4400 Nyíregyháza, Hungary
| |
Collapse
|
3
|
Zhao Y, Zhang H, Liu X, Desloge A, Wang Q, Zhao S, Song L, Tzoulaki I. The prevalence of cardiometabolic multimorbidity and its associations with health outcomes among women in China. Front Cardiovasc Med 2023; 10:922932. [PMID: 36844741 PMCID: PMC9947472 DOI: 10.3389/fcvm.2023.922932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 01/20/2023] [Indexed: 02/11/2023] Open
Abstract
Objective In China, a limited number of studies focus on women and examine the effect of cardiometabolic multimorbidity (defined as the presence of two or more cardiometabolic diseases) on health outcomes. This research aims to investigate the epidemiology of cardiometabolic multimorbidity and the association of cardiometabolic multimorbidity with long-term mortality. Methods This study used data from the China Health and Retirement Longitudinal Study between 2011 and 2018, which includes 4,832 women aged 45 years and older in China. Poisson-distributed Generalized Linear Models (GLM) were applied to examine the association of cardiometabolic multimorbidity with all-cause mortality. Results Overall, the prevalence of cardiometabolic multimorbidity was 33.1% among the total sample of 4,832 Chinese women, and increased with age, ranging from 28.5% (22.1%) for those aged 45-54 years to 65.3% (38.2%) for those aged ≥75 years in urban (rural) areas. Compared with the group of none and single disease, cardiometabolic multimorbidity was positively associated with all-cause death (RR = 1.509, 95% CI = 1.130, 2.017), after adjusting socio-demographic and lifestyle behavioral covariates. Stratified analyses revealed that the association between cardiometabolic multimorbidity and all-cause death was only statistically significant (RR = 1.473, 95% CI = 1.040, 2.087) in rural residents, but not significant in urban residents. Conclusion Cardiometabolic multimorbidity is common among women in China and has been associated with excess mortality. Targeted strategies and people-centered integrated primary care models must be considered to more effectively manage the cardiometabolic multimorbidity shift from focusing on single-disease.
Collapse
Affiliation(s)
- Yang Zhao
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia,The George Institute for Global Health, Beijing, China
| | - Huan Zhang
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Xiaoyun Liu
- China Centre for Health Development Studies, Peking University, Beijing, China
| | - Allissa Desloge
- School of Public Health, University of Illinois Chicago, Chicago, IL, United States
| | - Qian Wang
- Yeda Hospital of Yantai, Yantai, Shandong, China
| | - Siqi Zhao
- Yantaishan Hospital of Yantai, Yantai, Shandong, China,Yantai Sino-French Friendship Hospital, Yantai, Shandong, China
| | - Lili Song
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia,The George Institute for Global Health, Beijing, China,*Correspondence: Lili Song,
| | - Ioanna Tzoulaki
- Department of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom,Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| |
Collapse
|
4
|
Yuan J, Wang Y, Liu Z. Chronic disease and depression among the elderly in China: the mediating role of instrumental activities of daily living and the moderating role of area of residence. CURRENT PSYCHOLOGY 2022; 42:1-8. [PMID: 36258891 PMCID: PMC9561327 DOI: 10.1007/s12144-022-03782-9] [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: 03/11/2022] [Revised: 09/08/2022] [Accepted: 09/15/2022] [Indexed: 12/02/2022]
Abstract
Chronic diseases are associated with depressive symptoms in older adults. However, the mechanism of this relation is not clear. In this study, we explored the mediating role of instrumental activities of daily living and the moderating role of area of residence in the relationship between chronic diseases and depression. The data was from the Chinese Longitudinal Healthy Longevity Study. Results showed that chronic diseases were positively correlated with depression, and negatively associated with instrumental activities of daily living (IADLs). Moreover, IADLs mediated the relationship between chronic diseases and depression. In addition, area of residence (rural/urban) moderated the relation between IADLs and depression, such that this negative relation was stronger for old adults lived in rural area than for urban area. These results have important significance for prevention and intervention of depression in the elderly.
Collapse
Affiliation(s)
- Jing Yuan
- School of Nursing, Hebei University, Baoding, Hebei China
| | - Yan Wang
- School of Nursing, Hebei University, Baoding, Hebei China
| | - Zejun Liu
- Department of Psychology, Educational College, Shanghai Normal University, Shanghai, China
| |
Collapse
|
5
|
Sinha A, Kerketta S, Ghosal S, Kanungo S, Pati S. Multimorbidity Among Urban Poor in India: Findings From LASI, Wave-1. Front Public Health 2022; 10:881967. [PMID: 35719649 PMCID: PMC9201724 DOI: 10.3389/fpubh.2022.881967] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 05/06/2022] [Indexed: 12/17/2022] Open
Abstract
Background Multimorbidity has become a norm in low-and middle-income countries such as India requiring notable health system improvements to combat. Urban population is a heterogeneous group where poor are at a risk of facing inequity in accessing healthcare services which can jeopardize our efforts to attain universal health coverage (UHC). We aimed to estimate the prevalence, assess correlates and patterns of multimorbidity among urban poor. Further, we assessed the outcomes of multimorbidity such as healthcare utilization, expenditure and self-rated health. Methods Longitudinal Aging Study in India (LASI), wave-1 is a nationally representative survey conducted amongst participants aged ≥45 years in 2017–18. We included 9,327 participants residing in urban areas, categorized as poor based on monthly per capita expenditure. Descriptive statistics computed prevalence with 95% uncertainty interval. Multivariable logistic regression was executed to assess the association between multimorbidity and various correlates, expressed as adjusted odds ratio. An ordinal regression model was run between self-rated health and number of chronic conditions. Results The prevalence of multimorbidity was 45.26% among the urban poor. Hypertension and oral morbidities were the most commonly observed dyad. Respondents who were poorer [AOR: 1.27 (1.06–1.51)] had higher chances of having multimorbidity than the poorest. Respondents with a health insurance [AOR: 1.40 (1.14–1.70)] had a higher risk of having multimorbidity. In-patient admission was significantly higher among participants having multimorbidity. Out of pocket expenditure increased while self-rated health deteriorated with each additional morbid condition. Conclusion Multimorbidity is found to be increasingly prevalent among urban poor and individuals having health insurance which demonstrates the need to expand healthcare insurance schemes such as Ayushman Bharat for urban poor to achieve UHC.
Collapse
Affiliation(s)
- Abhinav Sinha
- Department of Public Health, ICMR-Regional Medical Research Centre, Bhubaneswar, India
| | - Sushmita Kerketta
- Department of Public Health, ICMR-Regional Medical Research Centre, Bhubaneswar, India
| | - Shishirendu Ghosal
- Department of Public Health, ICMR-Regional Medical Research Centre, Bhubaneswar, India
| | - Srikanta Kanungo
- Department of Public Health, ICMR-Regional Medical Research Centre, Bhubaneswar, India
| | - Sanghamitra Pati
- Department of Public Health, ICMR-Regional Medical Research Centre, Bhubaneswar, India
| |
Collapse
|
6
|
Li T, Guan L, Wang X, Li X, Zhou C, Wang X, Liang W, Xiao R, Xi Y. Relationship Between Dietary Patterns and Chronic Diseases in Rural Population: Management Plays an Important Role in the Link. Front Nutr 2022; 9:866400. [PMID: 35495931 PMCID: PMC9045401 DOI: 10.3389/fnut.2022.866400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 03/04/2022] [Indexed: 12/14/2022] Open
Abstract
ObjectiveHealth dietary pattern is related with reduced risk of chronic metabolic disease, but the benefits were not fully clear in the Chinese population. The aim of this study was to explore the association between dietary patterns and multiple chronic metabolic diseases in middle-aged and elderly Chinese.MethodsA total of 718 Chinese adults aged ≥ 45 who lived in the Huairou regions of Beijing were included in the present cross-sectional analysis from 2019 to 2020. Dietary data were obtained by food frequency questionnaires (FFQs). Dietary patterns were identified by principal components analysis (PCA). Logistic regression analysis and hierarchical analysis were used to examine the relationship among dietary patterns, health management, and chronic diseases.ResultsFive dietary patterns were discovered in the subjects. The pattern with the higher percentage of energy supply by lipid was a risk factor for hypertension [odds ratio (OR) = 2.067, p = 0.013]. Lower energy intake (OR = 0.512, p = 0.012) and a reasonable ratio of dietary energy supply (OR = 0.506, p = 0.011) were beneficial to diabetes. The substitution of potato for grain might be an effective way of reducing diabetes (OR = 0.372, p < 0.001). The higher intake of high-quality protein was the protective factor for coronary heart disease (CHD; OR = 0.438, p = 0.008). Moderate intervention (OR = 0.185, p = 0.033) and appropriate health education (OR = 0.432, p = 0.016) could greatly subserve the prevention of chronic diseases, especially for hyperlipidemia. Men were more likely to be affected by health education, intervention, and follow-up than women. The prevalence of multimorbidity was higher in women (43.2%) than men (41.5%). The staple food intake and health management were also important factors to prevent multimorbidity.ConclusionDietary pattern with appropriate energy intake, a reasonable source of energy supply, high quality of macronutrients, and moderate management was associated with decreased risk of chronic metabolic diseases. Further studies are needed to clarify the cause–effect relationship between dietary patterns, health management, and chronic diseases and give suggestions to chronic metabolic disease prevention in middle-aged and elderly people in a rural area.
Collapse
Affiliation(s)
- Tiantian Li
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
| | - Lizheng Guan
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
| | - Xuan Wang
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
| | - Xiaoying Li
- Department of Geriatics, Beijing Jishuitan Hospital, Beijing, China
| | - Cui Zhou
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
| | - Xianyun Wang
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
| | - Wannian Liang
- Vanke School of Public Health, Tsinghua University, Beijing, China
| | - Rong Xiao
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
- Rong Xiao
| | - Yuandi Xi
- Beijing Key Laboratory of Environmental Toxicology, School of Public Health, Capital Medical University, Beijing, China
- Vanke School of Public Health, Tsinghua University, Beijing, China
- *Correspondence: Yuandi Xi
| |
Collapse
|
7
|
Widyaningsih V, Premanawasti A, Sofia A, Syifa N, Augusthina A, Mashuri Y, Puspita Febrinasari R, Aryoseto L, Hartono, Maryani, Balgis, Primaningtyas W, Probandari A. Sociodemographic Differences in Multimorbidity: A Closer Look from Indonesian Family and Life Survey. BIO WEB OF CONFERENCES 2022. [DOI: 10.1051/bioconf/20225400010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The prevalence of multimorbidity, the coexistence of two or more chronic diseases, is expected to increase, including in Indonesia. This phenomenon is associated with increased life expectancy and incidence of non-communicable diseases. Therefore, this study assesses the burden of multimorbidity in Indonesia by sociodemographic factors. The researchers analyzed cross-sectional data from the latest wave of IFLS conducted in 2014, the IFLS wave 5. The researchers included individuals aged 15 and above with blood pressure measurements (n= 32.256) from 13,536 households. Meanwhile, the researchers excluded individuals with missing data on BMI (183 individuals) or who had biologically implausible or extreme values (n=6). The analyses were then conducted on 32,067 individuals. The analyses comprised the ten most common self-reported chronic diseases diagnosis in IFLS-5. The findings revealed that the prevalence of self-reported multimorbidity in Indonesia was relatively high, at 9.32% (n= 2.989), with the highest proportion of multimorbidity reported among the elderly. Approximately 2.76% of the respondents (n- 885) reported having three or more chronic diseases. The most common combinations were hypertension and digestive problem (2.15%, n= 689), followed by hypertension and arthritis (1.79%, n= 574), and hypertension and high cholesterol (1.68%, n= 539). When stratified by sociodemographic factors, the researchers found a higher proportion of multimorbidity among females (11.01%, n= 3,530) compared to males (7.41%, n= 2.376), elderly (21.54%, n= 3.530) compared to younger adults, and previous smokers (20.90%, n= 6.072). People who were obese and overweight also reported a higher prevalence of multimorbidity (13.73%, n= 4.403 and 9.3%, n= 2.998, respectively). In addition, those living in urban areas had a higher proportion of multimorbidity (10.33%, n= 3.313) compared to rural areas (7.2%, n= 2.527). In conclusion, this study uncovered a relatively high prevalence of multimorbidity. People living in urban areas were overweight/obese and those who had low SES had a higher proportion of multimorbidity. With the nature of self-reported data and previously reported underdiagnosis of chronic diseases, screening to examine multimorbidity is needed.
Collapse
|