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Sin JE, Kim HS, Hwang I, Noh M. Age-group-specific association of oral health and systemic health on cognitive function: a cross-sectional study of Korean elders. BMC Oral Health 2023; 23:997. [PMID: 38093280 PMCID: PMC10720108 DOI: 10.1186/s12903-023-03724-2] [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: 12/07/2022] [Accepted: 11/29/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Although the importance of oral and systemic healthcare for elderly people is increasing owing to the rapid ageing of the population in South Korea, studies on the relationship between oral health, systemic health, and cognitive function, as well as on the prediction of cognitive function by oral and systemic health depending upon age groups are lacking. METHODS We included 5,975 out of 6,488 participants from the 8th wave of the Korean Longitudinal Study of Aging (KLoSA) panel data, divided the participants into three age groups, and performed a hierarchical multiple linear regression analysis to explain cognitive function with four types of predictors: oral health status, sociodemographic factors, objective health status, and subjective health status. RESULTS Oral health status was positively correlated with systemic health status and cognitive function. Of all ages over 54, cognitive function was significantly predicted by oral health variables, such as the number of functional teeth, masticatory ability, and Geriatric Oral Health Assessment Index (GOHAI); sociodemographic variables, such as age, sex, education level, and residence; and systemic health variables, such as diagnosis of diabetes mellitus, cancer or malignant tumours, cerebrovascular disease and rheumatoid arthritis, depressive symptom, and self-rated health status. Oral health variables explained cognitive function differently by age group; GOHAI appeared important predictor in the group aged < 75 years, whereas the number of functional teeth did in the group aged ≥ 75 years. Educational level, masticatory ability, depressive symptoms, and self-rated health status were pivotal factors age-independently. CONCLUSIONS The general and age-group-specific association between oral health, systemic health, and cognitive function were confirmed, suggesting that age-group-specific oral healthcare should be emphasized for the effective management of systemic and cognitive health in the elderly group.
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Affiliation(s)
- Jae-Eun Sin
- Apple Tree Institute of Biomedical Science, Apple Tree Medical Foundation, 1450 Jungang-ro, Goyang-si, Gyeonggi-do, Republic of Korea
- Apple Tree Dental Hospital, Apple Tree Medical Foundation, 1450 Jungang-ro, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Hye-Sung Kim
- Apple Tree Institute of Biomedical Science, Apple Tree Medical Foundation, 1450 Jungang-ro, Goyang-si, Gyeonggi-do, Republic of Korea
- Apple Tree Dental Hospital, Apple Tree Medical Foundation, 1450 Jungang-ro, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Inseong Hwang
- Apple Tree Institute of Biomedical Science, Apple Tree Medical Foundation, 1450 Jungang-ro, Goyang-si, Gyeonggi-do, Republic of Korea.
- Apple Tree Dental Hospital, Apple Tree Medical Foundation, 1450 Jungang-ro, Goyang-si, Gyeonggi-do, Republic of Korea.
| | - Miwha Noh
- DOCSmedi OralBiome Co., Ltd, 143 Gangseong-ro, Goyang-si, Gyeonggi-do, Republic of Korea.
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10-year follow-up study on medical expenses and medical care use according to biological age: National Health Insurance Service Health Screening Cohort (NHIS-HealS 2002~2019). PLoS One 2023; 18:e0282466. [PMID: 36862659 PMCID: PMC9980783 DOI: 10.1371/journal.pone.0282466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 02/15/2023] [Indexed: 03/03/2023] Open
Abstract
OBJECTIVES The world is witnessing a sharp increase in its elderly population, accelerated by longer life expectancy and lower birth rates, which in turn imposes enormous medical burden on society. Although numerous studies have predicted medical expenses based on region, gender, and chronological age (CA), any attempt has rarely been made to utilize biological age (BA)-an indicator of health and aging-to ascertain and predict factors related to medical expenses and medical care use. Thus, this study employs BA to predict factors that affect medical expenses and medical care use. MATERIALS AND METHODS Referring to the health screening cohort database of the National Health Insurance Service (NHIS), this study targeted 276,723 adults who underwent health check-ups in 2009-2010 and kept track of the data on their medical expenses and medical care use up to 2019. The average follow-up period is 9.12 years. Twelve clinical indicators were used to measure BA, while the total annual medical expenses, total annual number of outpatient days, total annual number of days in hospital, and average annual increases in medical expenses were used as the variables for medical expenses and medical care use. For statistical analysis, this study employed Pearson correlation analysis and multiple regression analysis. RESULTS Regression analysis of the differences between corrected biological age (cBA) and CA exhibited statistically significant increases (p<0.05) in all the variables of the total annual medical expenses, total annual number of outpatient days, total annual number of days in hospital, and average annual increases in medical expenses. CONCLUSIONS This study quantified decreases in the variables for medical expenses and medical care use based on improved BA, thereby motivating people to become more health-conscious. In particular, this study is significant in that it is the first of its kind to predict medical expenses and medical care use through BA.
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Yang Y, Nicholas S, Maitland E, Huang Z, Chen X, Ma Y, Shi X. An equity evaluation in stroke inpatients in regard to medical costs in China: a nationwide study. BMC Health Serv Res 2021; 21:425. [PMID: 33952266 PMCID: PMC8097888 DOI: 10.1186/s12913-021-06436-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 04/21/2021] [Indexed: 02/08/2023] Open
Abstract
Background Stroke has always been a severe disease and imposed heavy financial burden on the health system. Equity in patients in regard to healthcare utilization and medical costs are recognized as a significant factor influencing medical quality and health system responsiveness. The aim of this study is to understand the equity in stroke patients concerning medical costs and healthcare utilization, as well as identify potential factors contributing to geographic variation in stroke patients’ healthcare utilization and costs. Methods Covering 31 provinces in mainland China, our main data were a 5% random sample of stroke claims from Urban Employees Basic Medical Insurance (UEBMI) and Urban Residents Basic Medical Insurance (URBMI) from 2013 to 2016. The Theil index was employed to evaluate the equity in stroke patients in regard to healthcare utilization and medical costs, and the random-effect panel model was used to explore the impact of province-level factors (health resource factors, enabling factors, and economic factors) on medical costs and health care utilization. Results Stroke patients’ healthcare utilization and medical costs showed significant differences both within and between regions. The UEBMI scheme had an overall lower Theil index value than the URBMI scheme. The intra-region Theil index value was higher than the inter-region Theil index, with the Theil index highest within eastern China, China’s richest and most developed region. Health resource factors and enabling factors (represented by reimbursement rate and education attainment years) were identified significantly associated with medical costs (P < 0.05), but have no impact on average length of stay. Conclusions China’s fragmented urban health insurance schemes require further reform to ensure better equity in healthcare utilization and medical costs for stroke patients. Improving education attainment, offering equal access to healthcare, allocating health resources reasonably and balancing health services prices in different regions also count.
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Affiliation(s)
- Yong Yang
- School of Management, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, 100029, People's Republic of China.,Medical Device Regulatory Research and Evaluation Center, West China Hospital, Sichuan University, Chengdu, China
| | - Stephen Nicholas
- Australian National Institute of Management and Commerce, 1 Central Avenue Australian Technology Park, Eveleigh Sydney, NSW, 2015, Australia.,School of Economics and School of Management, Tianjin Normal University, Tianjin, China.,Guangdong Institute for International Strategies, Guangdong University of Foreign Studies, Guangzhou, China.,Newcastle Business School, University of Newcastle, Newcastle, Australia
| | - Elizabeth Maitland
- University of Liverpool Management School, University of Liverpool, Liverpool, L697ZH, UK
| | - Zhengwei Huang
- School of Management, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, 100029, People's Republic of China
| | - Xiaoping Chen
- School of Management, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, 100029, People's Republic of China
| | - Yong Ma
- China Health Insurance Research Association, Beijing, China
| | - Xuefeng Shi
- School of Management, Beijing University of Chinese Medicine, No. 11, Bei San Huan Dong Lu, Chaoyang District, Beijing, 100029, People's Republic of China. .,National Institute of Traditional Chinese Medicine Strategy and Development, Beijing University of Chinese Medicine, Beijing, China.
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Carmona-Torres JM, Cobo-Cuenca AI, Pozuelo-Carrascosa DP, Latorre-Román PÁ, Párraga-Montilla JA, Laredo-Aguilera JA. Physical Activity, Mental Health and Consumption of Medications in Pre-Elderly People: The National Health Survey 2017. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:1100. [PMID: 33530650 PMCID: PMC7908116 DOI: 10.3390/ijerph18031100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 01/22/2021] [Accepted: 01/23/2021] [Indexed: 12/12/2022]
Abstract
Background: The promotion of Physical Activity (PA) is an important public health goal to reduce comorbidity and diseases associated with aging such as anxiety and depression. Aim: To investigate the association between level of PA, mental health and the consumption of medications among a representative cohort of Spanish pre-elderly people. Methods: Cross-sectional study with 5977 participants aged 50 to 64 years who participated in the National Health Survey in Spain 2017. The levels of PA were evaluated using the International Physical Activity Questionnaire and the mental conditions were measured by the Goldberg Health Questionnaire-12 (GHQ-12). The chi-square test was used for qualitative variables; Pearson's correlation was conducted between GHQ-12 score with different quantitative variables; and a logistic regression was used to determine the association between PA and mental health with the sociodemographic characteristics. Results: The participants were 51.9% women and 48.1% men with a mean age of 56.79 years, and 35.5% of participants had a low level of PA. A low level of PA was associated with cases of mental health vulnerability, anxiety and depression (in women), the consumption of more medications and greater multimorbidity. Conclusion: It is important that people reach old age with an optimal health status in order to reduce age-related disability and morbidity. More than a third of the Spanish pre-elderly do not reach the levels of PA recommended by the WHO. People who had low level of PA consumed more medications and had higher mental health vulnerability and greater multimorbidity.
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Affiliation(s)
- Juan Manuel Carmona-Torres
- Facultad de Fisioterapia y Enfermería, Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain; (J.M.C.-T.); (A.I.C.-C.); (J.A.L.-A.)
- Grupo de Investigación Multidisciplinar en Cuidados (IMCU), Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain
| | - Ana Isabel Cobo-Cuenca
- Facultad de Fisioterapia y Enfermería, Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain; (J.M.C.-T.); (A.I.C.-C.); (J.A.L.-A.)
- Grupo de Investigación Multidisciplinar en Cuidados (IMCU), Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain
| | - Diana P. Pozuelo-Carrascosa
- Facultad de Fisioterapia y Enfermería, Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain; (J.M.C.-T.); (A.I.C.-C.); (J.A.L.-A.)
- Grupo de Investigación Multidisciplinar en Cuidados (IMCU), Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain
| | - Pedro Ángel Latorre-Román
- Departamento de Didáctica de la Expresión Musical, Plástica y Corporal, Universidad de Jaén, Campus Las Lagunillas s/n, 23071 Jaén, Spain; (P.Á.L.-R.); (J.A.P.-M.)
| | - Juan Antonio Párraga-Montilla
- Departamento de Didáctica de la Expresión Musical, Plástica y Corporal, Universidad de Jaén, Campus Las Lagunillas s/n, 23071 Jaén, Spain; (P.Á.L.-R.); (J.A.P.-M.)
| | - José Alberto Laredo-Aguilera
- Facultad de Fisioterapia y Enfermería, Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain; (J.M.C.-T.); (A.I.C.-C.); (J.A.L.-A.)
- Grupo de Investigación Multidisciplinar en Cuidados (IMCU), Campus de Fábrica de Armas, Universidad de Castilla-La Mancha, Av de Carlos III, nº 21, 45071 Toledo, Spain
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