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1.
BMC Geriatr ; 24(1): 224, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38438979

RESUMO

This study aims to investigate the factors influencing the work status of retirees after retirement, especially focusing on self-employment and unpaid work. Data was taken and analyzed from the "Taiwan Health and Retirement Study," a nationally representative sample of retired personnel aged 50-74 in 2015-2016. Four types of work status were classified after retirement: Fully retired, Paid work, Self-employment, and Unpaid work. Multinomial regression analysis was used to explore the factors related to participation in paid, self-employed, and unpaid work. Results show that pre-retirement occupation was significantly associated with paid work after retirement. For example, retirees in Taiwan who were employed by private enterprises or self-employed before retirement were more likely to engage in paid work after retirement than civil servants before retirement. Two other factors, namely pre-retirement job stress and work flexibility, prolong the careers of retired workers, especially in self-employment and unpaid work after retirement. Gender also significantly affects the choice of work after retirement. These findings can be used as a reference for future policies on the aging labor force.


Assuntos
Envelhecimento , Aposentadoria , Humanos , Taiwan/epidemiologia
2.
BMC Public Health ; 24(1): 87, 2024 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-38178012

RESUMO

BACKGROUND AND OBJECTIVES: Older adults keep transforming with Baby Boomers and Gen Xers being the leading older population. Their lifestyle, however, is not well understood. The middle-aged and older Chinese adults' health using actigraphy in Taiwan (MOCHA-T) collected both objective and subjective data to depict the health and lifestyle of this population. The objectives, design, and measures of the MOCHA-T study are introduced, and the caveats and future directions related to the use of the data are presented. METHODS: People aged 50 and over were recruited from the community, with a subset of women aged 45-49 invited to supplement data on menopause and aging. Four instruments (i.e., self-reported questionnaires, diary, wrist actigraphy recorder, and GPS) were used to collect measures of sociodemographic, health, psychosocial, behavioral, temporal, and spatial data. RESULTS: A total of 242 participants who returned the informed consent and questionnaires were recruited in the MOCHA-T study. Among them, 94.6%, 95.0%, and 25.2% also completed the diary, actigraphy, and GPS data, respectively. There was almost no difference in sociodemographic characteristics between those with and without a completed diary, actigraphy, and GPS data, except for age group and educational level for those who returned completed actigraphy data. CONCLUSION: The MOCHA-T study is a multidimensional dataset that allows researchers to describe the health, behaviors, and lifestyle patterns, and their interactions with the environment of the newer generation of middle-aged and older adults in Taiwan. It can be compared with other countries with actigraphy and GPS-based lifestyle data of middle-aged and older adults in the future.


Assuntos
Actigrafia , Sono , Pessoa de Meia-Idade , Humanos , Feminino , Idoso , Actigrafia/métodos , Taiwan , Estilo de Vida , China
3.
Sleep Med ; 113: 172-179, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-38039943

RESUMO

BACKGROUND: Midlife women experience menopausal transition at different ages with a variety of symptoms. This study aimed to identify the effects of age, menopausal status, and symptoms in women on their actigraphy-based sleep patterns and circadian rhythms. METHODS: A total of 87 women aged 45-60 from the community and a gynecology clinic in Taiwan who had their sleep and circadian rhythms recorded with a 7-day actigraphy were analyzed. Multiple linear regression was used to estimate the association of age, menopausal status, and symptoms with sleep parameters and circadian rhythms. RESULTS: A sleep efficiency below 85 % was observed in 46.0 % of women, and those with severe somatic-vegetative or psychological symptoms tended to have problems with sleep latency (ß = 0.22 and ß = 0.42, respectively) and efficiency (ß = -0.26 and ß = -0.36, respectively). Women with more severe urogenital symptoms only experienced significantly longer sleep latency (ß = 0.33). There was a weak correlation between circadian rhythms and symptoms. Additionally, perimenopausal (ß = 0.30 and ß = 0.35, respectively) and late postmenopausal (ß = 0.67 and ß = 0.59, respectively) women had higher relative amplitude and stability in circadian rhythms than premenopausal women. Age had no significant effect on sleep parameters or circadian rhythms. CONCLUSIONS: Premenopausal women had the most unstable day-to-day rhythms compared to their peri- and postmenopausal counterparts. Women with higher somatic-vegetative, psychological, and urogenital symptoms showed greater sleep problems. Psychological symptoms (e.g., depression, irritability, anxiety, exhaustion) were the strongest predictors for all sleep parameters. The mechanisms underlying these associations warrant investigation.


Assuntos
Ritmo Circadiano , Sono , Humanos , Feminino , Descanso , Menopausa , Actigrafia
4.
Menopause ; 31(2): 138-144, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38113433

RESUMO

OBJECTIVE: To examine how mental health interplays with menopausal status in relation to sleep patterns and rest-activity rhythms (RARs) among middle-aged women. METHODS: This cross-sectional study recruited 87 women aged 45 to 60 years from community and a gynecology clinic in Taiwan. Participants wore actigraphy devices for 7 days and were also assessed with self-reported questionnaires. Hierarchical regression was used to examine the effects of menopausal status and mental health on sleep and RARs. RESULTS: Perimenopausal and postmenopausal women had higher relative amplitude and interdaily stability of RARs than premenopausal women. There were no differences in actigraphy-based sleep parameters across menopausal statuses. There was no difference in depressive symptoms or loneliness across menopausal statuses. Higher levels of depressive symptoms were significantly associated with longer sleep latency ( ß = 0.26, P = 0.022) and wake after sleep onset ( ß = 0.28, P = 0.012), and lower sleep efficiency ( ß = -0.30, P = 0.008) after adjusting for menopausal status and age. In addition, there was marginal significance of the positive association between loneliness and interdaily stability ( ß = 0.18, P = 0.079). A moderating effect ( ßmenopausal status*loneliness = -0.40, P = 0.025) showed that lonelier premenopausal women exhibited greater relative amplitude (RA) of rest-activity rhythms, but lonelier menopausal women had lower RA of RAR. CONCLUSION: Mental health plays an important role for middle-aged women with different menopausal statuses in relation to sleep patterns and RARs.


Assuntos
Saúde Mental , Sono , Pessoa de Meia-Idade , Humanos , Feminino , Estudos Transversais , Descanso , Menopausa , Actigrafia , Ritmo Circadiano
5.
JMIR Aging ; 6: e48646, 2023 Nov 08.
Artigo em Inglês | MEDLINE | ID: mdl-37986104

RESUMO

Background: Older Chinese immigrants constitute the largest older Asian ethnic population in New Zealand. Aging in a foreign land can be complex, presenting increasing challenges for gerontology scholars, practitioners, and policy makers. Older Chinese immigrants are more susceptible to experiencing loneliness and social isolation compared to native older people, primarily due to language, transportation, and cultural barriers. These factors subsequently impact their physical and mental health. With advancements in robotic technology, aged care robots are being applied to support older people with their daily living needs. However, studies on using robots with older immigrants living in the community are sparse. Their preferences for the appearance and function of aged care robots are unclear, which impacts the acceptance and usability of robots, highlighting the need for a user-centered design approach. Objective: This study aims to explore older Chinese immigrants' needs and preferences toward the appearance and function of aged care robots and to examine their relationships with the demographic characteristics of participants. Methods: A cross-sectional design was used in this study, which was undertaken between March and May 2020. A total of 103 participants completed a web-based survey. Results: The average age of participants was 68.7 (SD 5.5) years. The results suggest that 41.7% (n=43) of the 103 participants preferred a humanlike adult appearance, while 32% (n=33) suggested an animallike appearance. These participants reported higher scores in both rigorousness and friendliness compared to others who preferred different robot appearances. Participants expressed a greater preference for the functions of housework assistance (n=86, 83.5%), language translation (n=79, 76.7%), health monitoring (n=78, 75.7%), facial expressions (n=77, 74.8%), news reading (n=66, 64.1%), and security monitoring (n=65, 63.1%). These preferences were found to be significantly associated with marital status, financial status, and duration of immigration. Conclusions: To support immigrant populations to age well in a foreign country and address the growing shortage of health and social professionals, it is important to develop reliable robotic technology services that are tailored based on the needs and preferences of individuals. We collected and compared the perspectives of immigrant and nonimmigrant participants on using robots to support aging in place. The results on users' needs and preferences inform robotic technology services, indicating a need to prioritize older Chinese immigrants' preference toward aged care robots that perform housework assistance, language translation, and health and safety monitoring, and robots with humanlike features.

6.
Ann Behav Med ; 57(12): 1046-1057, 2023 11 16.
Artigo em Inglês | MEDLINE | ID: mdl-37549141

RESUMO

BACKGROUND: Diabetes is associated with disability development. Healthy behaviors and psychosocial support can help patients manage their disease. PURPOSE: To examine the role of various behavioral and psychological factors in buffering the effect of diabetes on disability development over time in Taiwanese adults. METHODS: Data on 5,131 adults aged ≥50 years were obtained from the Taiwan Longitudinal Study on Aging. A cohort sequential multilevel design was employed to analyze the association between behavioral and psychosocial factors and the risk of disability over a 11-year period. RESULTS: In patients with diabetes, having social support and exercising more than six times a week were associated with 4% and 49% reductions in the risk of disability, respectively (ßdiabetes*socialsupport = -0.285, p = .006; ßdiabetes*exercise3 = -2.612, p = .007). Exercising more than six times a week had an additional significant protective effect against disability development per year (ßdiabetes*exercises3*age = -0.241, p = .038). Depression did not significantly interact with diabetes. However, a trajectory analysis revealed that individuals who had both diabetes and depression had the highest disability score from middle age among all participants. CONCLUSIONS: Engaging in frequent exercise is the most influential factor for reducing the risk of disability in patients with diabetes. Social support provides an additional benefit for disability prevention in individuals with diabetes.


Diabetes can lead to several diseases that affect the heart, vessels, brain, kidneys, and nerves. These diseases can cause disabilities in people with diabetes. Disabilities among people with diabetes lead to higher death rates, depression, and poor life quality. All these have become a great burden to our public health care system. Several past studies let us know healthy behaviors and good social support have positive effects on reducing complications of diabetes. Healthy behaviors, such as healthy diets, regular exercises, and proper stress management. Good social support and participation are known to reduce dementia in people with diabetes. However, it remains unclear about interactions and exact associations among all these factors. This study was designed to find out how health behaviors and social support help people with diabetes reduce the risks of disabilities. By analyzing data from Taiwan Longitudinal Study on Aging, we found that exercising more than six times a week reduced disability risk the most for people with diabetes. Social support, although not as effective as exercising, provided additional positive effects to reducing disability risks of people with diabetes.


Assuntos
Diabetes Mellitus , Pessoas com Deficiência , Adulto , Pessoa de Meia-Idade , Humanos , Estudos Longitudinais , Envelhecimento , Comportamentos Relacionados com a Saúde
7.
Int J Qual Stud Health Well-being ; 18(1): 2207926, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37166456

RESUMO

PURPOSE: To explore the opinions that baby boomers in Taiwan have about ageing, books written by members of this demographic were taken as the research object. METHODS: A total of 12 books were collected, and a content analysis was used to examine how baby boomers describe old age. RESULTS: Four themes were identified: 1) Greater mental maturity and strength, 2) a decline in the mastery of life, 3) risks related to encountering misfortune in the future, and 4) self-encouragement and vigilance. CONCLUSIONS: Members of the baby boomer generation in Taiwan believe that they can lead a good life in old age through their own efforts, and they tend to emphasize that they should make contributions in their old age. They especially want to show their abilities and dedication to family and maintain a good relationship with their children.


Assuntos
Envelhecimento , Crescimento Demográfico , Criança , Humanos , Taiwan
8.
Gerontol Geriatr Educ ; 44(1): 102-117, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-34549668

RESUMO

This study explored the preferences of different stakeholders when translating geriatrics and gerontology concepts into children's picture books, with the aim of developing a feasible model. Following the stakeholder engagement design and qualitative method, three types of stakeholders were enrolled: medical and educational professionals (n = 9), older adults aged over 65 (n = 9), and children aged 9 to 12 (n = 7). Individual interviews and focus groups were used to collect the views of the stakeholders as a basis for revising the picture book, as well as to analyze the opinions of different stakeholders. Results show that medical professionals' recommendations focused on intellectual content (18.0%) and written verbal narratives (16.5%). Education experts tended to recommend textual verbal narratives (18.8%) and storyline (6.0%). Older adults's suggestions focused on story content (6.8%) and included detailed descriptions of older adults. Children's suggestions were focused on plot arrangement (2.3%) and text size (2.3%). Mean scores for the appropriateness of the three picture book materials increased after the stakeholder engagement, with the communication literacy picture book achieved statistical significance (p = .042). It is concluded that the stakeholder engagement design is a viable development model for achieving intergenerational understanding, realistic and theoretical goals, and bridging heterogeneity across the stakeholders.


Assuntos
Geriatria , Humanos , Idoso , Geriatria/educação , Participação dos Interessados , Grupos Focais , Livros , Narração
9.
BMC Prim Care ; 23(1): 241, 2022 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-36115943

RESUMO

BACKGROUND: Patients with diabetes who have poor health literacy about the disease may exhibit poor compliance and thus subsequently experience more complications. However, the conceptual gap of diabetes between health providers and the general population is still not well understood. Decoding concerns about diabetes on social media may help to close this gap. METHODS: Social media data were collected from the OpView social media platform. After checking the quality of the data, we analyzed the trends in people's discussions on the internet using text mining. The natural language process includes word segmentation, word counting and counting the relationships between the words. A word cloud was developed, and clustering analyses were performed. RESULTS: There were 19,565 posts about diabetes collected from forums, community websites, and Q&A websites in the summer (June, July, and August) of 2017. The three most popular aspects of diabetes were diet (33.2%), life adjustment (21.2%), and avoiding complications (15.6%). Most discussions about diabetes were negative. The negative/positive ratios of the top three aspects were avoiding complications (7.60), problem solving (4.08), and exercise (3.97). In terms of diet, the most popular topics were Chinese medicine and special diet therapy. In terms of life adjustment, financial issues, weight reduction, and a less painful glucometer were discussed the most. Furthermore, sexual dysfunction, neuropathy, nephropathy, and retinopathy were the most worrisome issues in avoiding complications. Using text mining, we found that people care most about sexual dysfunction. Health providers care about the benefits of exercise in diabetes care, but people are mostly concerned about sexual functioning. CONCLUSION: A conceptual gap between health providers and the network population existed in this real-world social media investigation. To spread healthy diabetic education concepts in the media, health providers might wish to provide more information related to the network population's actual areas of concern, such as sexual function, Chinese medicine, and weight reduction.


Assuntos
Diabetes Mellitus , Disfunções Sexuais Fisiológicas , Mídias Sociais , Mineração de Dados , Diabetes Mellitus/epidemiologia , Humanos , Redução de Peso
10.
Sci Rep ; 12(1): 8629, 2022 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-35606379

RESUMO

The aim of this study was to investigate whether loneliness and personality traits correlate with the treatment outcome of methamphetamine use disorder. In this 1-year longitudinal study, a total 106 participants (98 males, 8 females), with a mean age 36.3 ± 9.6 years were enrolled. We measured UCLA Loneliness Scale and Tridimensional Personality Questionnaire at baseline, while craving level at baseline, week 12, 24, 36, and 48. Urinary methamphetamine tests were given 17 times. For the evaluation of the data, multiple linear regression and generalized linear mixed models were used. The baseline results showed lower levels of the harm avoidance trait and higher levels of loneliness were significantly associated with higher craving levels (p=0.04 and 0.04). Moreover, loneliness was not only positively associated with craving levels (B=0.05, p<0.01) but with urinary methamphetamine positive results (B= 0.08, p=0.03) during one-year treatment. The findings suggested that loneliness was associated with poor methamphetamine treatment outcome (greater craving levels and higher proportion of positive methamphetamine urine tests) and lower harm avoidance traits are associated with higher craving levels.


Assuntos
Metanfetamina , Adulto , Feminino , Humanos , Solidão , Estudos Longitudinais , Masculino , Metanfetamina/efeitos adversos , Pessoa de Meia-Idade , Personalidade , Resultado do Tratamento
11.
PLoS One ; 17(4): e0265384, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35427359

RESUMO

PURPOSE: This study assessed robot-enhanced healthcare in practical settings for the purpose of community diabetes care. METHODS: A mixed method evaluation collected quantitative and qualitative data on diabetes patients over 45 (N = 30) and community pharmacists (N = 10). It took 15-20 min for the diabetes patients to interact with the robot. Before and after the interaction, questionnaires including a diabetes knowledge test, self-efficacy for diabetes, and feasibility of use of the robot was administered. In-depth interviews with both pharmacists and patients were also conducted. RESULTS: After interacting with the robot, a statistically significant improvement in diabetes knowledge (p < .001) and feasibility of the robot (p = .012) was found, but self-efficacy (p = .171) was not significantly improved. Five themes emerged from interviewing the diabetes patients: Theme 1: meets the needs of self-directed learning for the elderly; Theme 2: reduces alertness and creates comfortable interaction; Theme 3: vividness and richness enhance interaction opportunities; Theme 4: Robots are not without disadvantages, and Theme 5: Every person has unique tastes. Three themes emerged from interviewing pharmacists: Theme 1: Technology must meet the real needs of the patient; Theme 2: creates new services, and Theme 3: The use of robots must conform to real-life situations. CONCLUSIONS: Both the diabetes patients and the pharmacist reported more positive feedback on the robot-enhanced diabetes care than concerns. Self-directed learning, comfortable interaction, and vividness were the most focuses when using robot to enhance self-management for the patients. Pharmacists were most receptive to fit conforming with reality and creating new services.


Assuntos
Diabetes Mellitus , Robótica , Idoso , Diabetes Mellitus/terapia , Humanos , Pessoa de Meia-Idade , Farmacêuticos , Pesquisa Qualitativa , Tamanho da Amostra
12.
Australas J Ageing ; 41(3): 414-423, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35438833

RESUMO

OBJECTIVES: To examine loneliness experienced by middle-aged and older Chinese immigrants and its association with accepting technology as a companion (apps, Internet and robots) versus owning pets, when social distancing measures were implemented in New Zealand during the first COVID-19 outbreak. METHODS: This study conducted a community-based cross-sectional survey. Chinese immigrants who were 45-87 years old (n = 173) were invited to answer an online survey in the Chinese language, collecting demographic data, responses to the 6-item De Jong Gierveld Loneliness Scale and experiences in using technology and pet ownership. Descriptive analyses and inferential statistics tests were utilised in the data analysis. RESULTS: A moderate level of overall loneliness with a mean score of 3.68 (SD 1.84), ranging from 0 to 6, was reported by participants. Emotional and social loneliness ranged from 0 to 3 with mean scores of 1.69 (SD 0.98) and 1.99 (SD 1.24), respectively. Self-reported health, financial status, English language abilities, transportation and experiences of using the Internet and apps were significantly related to experiencing loneliness. Loneliness had a weak association with acceptance of robots and pets, but 67.8% and 58.3% of participants who felt lonely, accepted companionship of robots and pets, respectively. CONCLUSIONS: The level of loneliness among older and middle-aged immigrants increased during the COVID-19 pandemic. Further evidence of the specific dimensions of loneliness and the utility of technology to alleviate loneliness among immigrant groups is needed. Interventions tailored for older people with specific cultural requirements to address loneliness are needed.


Assuntos
COVID-19 , Emigrantes e Imigrantes , Robótica , Idoso , Idoso de 80 Anos ou mais , China , Estudos Transversais , Amigos , Humanos , Idioma , Solidão/psicologia , Pessoa de Meia-Idade , Pandemias , Apoio Social
13.
BMC Psychiatry ; 22(1): 177, 2022 03 12.
Artigo em Inglês | MEDLINE | ID: mdl-35279110

RESUMO

PURPOSE: Loneliness is a subjective feeling by which an individual perceives a lack of closeness in interpersonal relationships. An isolated living status is linked with higher odds of risky health behavior. The conflicting impacts of loneliness and isolated living status on stress-related biomarkers, depressive symptoms, and disability remain unexplained. METHODS: Six hundred twenty-nine participants aged 66.0 (SD=7.3) separated into four groups: "Lonely and Isolated," "Not Lonely, but Isolated," "Lonely, but Not Isolated," and "Neither Lonely, nor Isolated," were retrieved from the Social Environment and Biomarkers of Aging Study conducted in 2000. Follow-up health indicators in 2006 included three stress-related biomarkers, depressive symptoms, and two physical disability indicators. A hierarchical regression was performed for the analysis. RESULTS: Firstly, compared to the "Neither Lonely nor Isolated" group, only the "Lonely, but Not Isolated" participants at baseline retained positive associations with the stress-related biomarkers levels 6 years later (urine cortisol level (B=9.25, 95% CI=3.24-15.27), serum Interleukin-6 level (B=2.76, 95% CI=0.72-4.79) and the serum high sensitivity C-reactive protein (hsCRP) level (B=0.40, 95% CI=0.17-0.62)). However, such associations were not observed in the "Lonely and Isolated" participants. Secondly, only "Lonely and Isolated" participants at baseline were positively associated with depressive symptoms 6 years later (B=1.70, 95% CI=0.11-3.30). Finally, the associations between combinations of loneliness and isolated living status and physical disability were eliminated after adjusting the covariables. CONCLUSION: Four combinations of loneliness and isolated living status were associated with different impacts on stress-related biomarkers, depressive symptoms, and physical disability. Further dynamic investigations are warranted.


Assuntos
Depressão , Solidão , Idoso , Envelhecimento , Biomarcadores , Depressão/diagnóstico , Humanos , Pessoa de Meia-Idade , Taiwan
14.
Aging (Albany NY) ; 14(5): 2239-2251, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-35232893

RESUMO

BACKGROUND: Osteoporotic fracture is a common public-health problem in ageing societies. Although post-fracture usage of osteoporosis medications may reduce mortality, recent results have been inconsistent. We aimed to examine associations between osteoporosis medication and mortality in older adults, particularly oldest-old adults (>=85 years old). METHODS: Participants aged 65 years old and older newly diagnosed with both osteoporosis and hip or vertebral fractures within 2009-2017 were recruited from the records of 23,455,164 people in Taiwan National Health Insurance Research Database (NHIRD). Osteoporosis medication exposure was calculated after the first-time ambulatory visit with newly diagnosed osteoporosis. Mortality and its specific causes were ascertained from Cause of Death Data. Patients were followed until death or censored at the end of 2018. RESULTS: A total of 87,935 participants aged 65 years old and over (73.4% female), with a mean 4.13 follow-up years, were included. Taking medication was associated with significantly lower risk of mortality (hip fracture HR 0.75, vertebral fracture HR 0.74), even in the oldest-old adults (hip fracture HR 0.76, vertebral fracture HR 0.72), where a longer duration of taking osteoporosis medication was associated with lower all-cause mortality. Specific causes of mortality were also significantly lower for participants taking osteoporosis medication (cancer HR 0.84 in hip fracture, 0.75 in vertebral fracture; cardiovascular disease HR 0.85 in hip fracture, 0.91 in vertebral fracture). CONCLUSIONS: Osteoporosis medication after hip or vertebral fracture may reduce mortality risk in older adults, notably in oldest-old adults. Encouraging the use of post-fracture osteoporosis medication in healthcare policies is warranted.


Assuntos
Conservadores da Densidade Óssea , Fraturas do Quadril , Osteoporose , Fraturas por Osteoporose , Fraturas da Coluna Vertebral , Idoso , Idoso de 80 Anos ou mais , Conservadores da Densidade Óssea/uso terapêutico , Feminino , Fraturas do Quadril/epidemiologia , Humanos , Masculino , Osteoporose/complicações , Osteoporose/tratamento farmacológico , Fraturas por Osteoporose/epidemiologia
15.
BMC Geriatr ; 22(1): 148, 2022 02 22.
Artigo em Inglês | MEDLINE | ID: mdl-35193512

RESUMO

BACKGROUND: This study examines correlates of disabilities related to ADL, IADL, mobility, and frailty in men and women with a nationally representative sample of older adults living in the community. METHODS: A total of 10,898 noninstitutionalized Taiwanese nationals aged 65 years and older enrolled in the 2001 (N = 2,064), 2005 (N = 2,727), 2009 (N = 2,904), and 2013 (N = 3,203) National Health Interview Survey (NHIS) were analyzed. RESULTS: The prevalence of mobility disabilities and frailty in older adults in Taiwan decreased during the past decade ([Formula: see text], [Formula: see text]). Exercise, social engagement, and tea and coffee intake were found to be associated with lower levels of all types of disabilities in both men and women. In addition, a diet based on carbohydrates, falls, depressive symptomatology, lung and metabolic diseases were risks for most of the disabilities under consideration. Gender-specific independent correlates included: being married (OR = 0.63, 95%CI: 0.40-0.98), eggs/beans/fish/meat consumption (OR = 0.35, 95% CI = 0.16-0.80); depressive symptoms, obesity and cataracts, which were associated with higher IADL (OR = 3.61, 1.63, and 1.18, respectively) and frailty limitations (OR = 10.89, 1.27, and 1.20, respectively) in women. Cognitive impairment was found to be an important correlate for ADL limitations in men (OR = 3.64, 95%CI: 2.38-5.57). CONCLUSIONS: Exercise, social participation and diet (more tea and coffee intake and lower carbohydrates) were correlates for lower levels of disability. Some gender-specific correlates were also identified, including associations of disability with depressive symptoms, obesity, and cataracts that were more distinct in women, and lower levels of disability which were especially significant in men who were married, eat more eggs, beans, fish, and meat, and those free from cognitive impairment.


Assuntos
Pessoas com Deficiência , Fragilidade , Acidentes por Quedas , Atividades Cotidianas , Idoso , Feminino , Fragilidade/diagnóstico , Humanos , Taiwan/epidemiologia
16.
J Sleep Res ; 31(2): e13487, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34549473

RESUMO

Our study's main purpose is to emphasise the significance of medical knowledge of pathophysiology before machine learning. We investigated whether combining domain knowledge with machine learning results might increase accuracy and minimise the number of bio-features used to detect obstructive sleep apnea (OSA). The present study analysed data on 36 self-reported symptoms and 24 clinical features obtained from 3,495 patients receiving polysomnography at a regional hospital and a medical centre. The area under the receiver operating characteristic (AUC) curve was used to evaluate patients with and without moderate or severe OSA using three prediction models on the basis of various estimation methods: the multiple logistic regression (MLR), support vector machine (SVM), and neural network (NN) methods. Odds ratios stratified by gender and age were also measured to account for clinicians' common sense. We discovered that adding the self-reported snoring item improved the AUC by 0.01-0.10 and helped us to rapidly achieve the optimum level. The performance of four items (gender, age, body mass index [BMI], and snoring) was comparable with that of adding two or more items (neck and waist circumference) for predicting moderate to severe OSA (Apnea-Hypopnea Index ≥15 events/hr) in all three prediction models, demonstrating the medical knowledge value of pathophysiology. The four-item test sample AUCs were 0.83, 0.84, and 0.83 for MLR, SVM, and NN, respectively. Participants with regular snoring and a BMI of ≥25 kg/m2 had a greater chance of moderate to severe OSA according to the stratified adjusted odds ratios. Combining domain knowledge into machine learning could increase efficiency and enable primary care physicians to refer for an OSA diagnosis earlier.


Assuntos
Apneia Obstrutiva do Sono , Ronco , Humanos , Aprendizado de Máquina , Polissonografia , Apneia Obstrutiva do Sono/diagnóstico , Circunferência da Cintura
17.
Diabetes Res Clin Pract ; 182: 109114, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34756960

RESUMO

OBJECTIVES: To build an age norm to quantify and compare the different progression rates of disability in people with and without diabetes. METHODS: Data were extracted from 5,131 adults aged 50 and older from the Taiwan Longitudinal Study in Aging (TLSA) conducted in 1996. Using multilevel mixed models, the disabilities were measured in 1999, 2003, and 2007. RESULTS: Diabetes accelerated the occurrence and progression of disabilities during aging. Participants with diabetes developed to mobility, IADL, and ADL at the age of 55, near the age of 60, and near the age of 70, respectively. Diabetes accelerated the onset of disabilities of mobility by 3 years, IADL by 7 years, and ADL by 11 years. In the fully adjusted model, diabetes remains a robust predictor for levels of disability (MobilityßDM = 1.668, p < 0.001, IADLßDM = 1.031, p < 0.001) (IADßDM = 0.690, p < 0.001), and rate of change for developing mobility disability (MobilityßDM*age = 0.088, p < 0.001). CONCLUSIONS: This study showed that diabetes accelerated the occurrence and progression of disabilities starting in middle age. A three to eleven years of acceleration on disability development on mobility, IADL, and ADL was observed.


Assuntos
Atividades Cotidianas , Diabetes Mellitus , Idoso , Envelhecimento , Diabetes Mellitus/epidemiologia , Humanos , Lactente , Estudos Longitudinais , Pessoa de Meia-Idade , Taiwan/epidemiologia
18.
Clin Interv Aging ; 16: 1813-1823, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34675496

RESUMO

BACKGROUND: In this study, factors associated with the duration of a disability before death in older adults who are moderately to severely disabled in Taiwan are investigated. METHODS: A nationally representative sample of older adults (65+) in 1996 who died before 2016 (n = 1139) were analyzed to calculate their disability status and the length of time they were disabled before death. RESULTS: The mean period during which the participants experienced moderate to severe disability before death for older adults in Taiwan was 5.53 years (SD = 3.15). Men who were overweight had an average of 1.17 more survival years (ßoverweight = 1.17, p < 0.05) as compared to those who were normal weight, and in the case of those who were cognitively impaired (SPMSQ ≤ 7), years of survival were decreased by an average of 1.70 years as compared to those who were cognitively intact before death (ßcognition = -1.70, p < 0.01). The aforementioned effects were independent of age. In women, the number of diseases was the most dominant independent correlate for survival years (ßdisease = -0.34, p < 0.05). CONCLUSION: Disability distribution at various time points before death among the elderly in Taiwan was revealed in the study. At 10 years before death, 93% of the elderly were free from any ADL disabilities, and only 4% reported more than three ADL disabilities. At 6 years before death, an average of 10% of the participants had more than three ADL disabilities, and at one year before death, moderate to severe disability increased to 38%. Factors associated with the survival years among those who were moderately to severely disabled showed distinct gender differences.


Assuntos
Atividades Cotidianas , Pessoas com Deficiência , Idoso , Envelhecimento , Avaliação da Deficiência , Feminino , Seguimentos , Humanos , Estudos Longitudinais , Masculino , Taiwan/epidemiologia
19.
Front Public Health ; 9: 710508, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34497793

RESUMO

Background: The objectives of this study were to investigate risk perceptions and travel intention among the general public in Taiwan during the COVID-19 outbreak. Methods: This study used a cross-sectional online survey to collect data. The questionnaire was disseminated via the social media platform (LINE and Facebook) to the general public. Results: A total of 3,237 complete responses were received, of whom 5.8% (95% CI 5.1-6.7) of the participants reported intent to travel to overseas countries with an apparent community spread and 5.5% (95% CI 4.7-6.3) reported intent to travel to other overseas countries in the next 1 month. A relatively higher proportion (46.5%; 95% CI 44.7-48.2) reported intention for domestic travelling. Participants who viewed travelling to only be risky for older adults or those with medical conditions (OR = 2.19; 95% CI 1.38-3.47) and who perceived that one will not get infected if one takes recommended precautionary measures (OR = 3.12; 95% CI 1.85-5.27) reported higher travelling intention to overseas countries with an apparent community spread. Conclusions: Overall, the findings suggest that risk perceptions were depicted as a strong influence of travel intentions.


Assuntos
COVID-19 , Intenção , Idoso , Estudos Transversais , Humanos , Percepção , SARS-CoV-2
20.
J Med Internet Res ; 23(6): e23471, 2021 06 11.
Artigo em Inglês | MEDLINE | ID: mdl-34347621

RESUMO

BACKGROUND: In recent years, robots have been considered a new tech industry that can be used to solve the shortage in human resources in the field of health care. Also, animal-assisted therapy has been used to provide assistance, companionship, and interaction among the elderly and has been shown to have a positive impact on their emotional and psychological well-being. Both pets and robots can provide dynamic communication and positive interaction patterns. However, preferences for middle-aged and older adults in this regard are not clear. OBJECTIVE: This study explored the degree of acceptance of robots and pets as partners in later life and to determine the needs and preferences of elderly individuals related to companion robots. METHODS: A total of 273 middle-aged and older adults aged ≥45 years and living in the community were invited to answer a structured questionnaire after watching a companion robot video. Sociodemographic data, physical health status and activities, experience with technology, eHealth literacy, and acceptance and attitude toward robots and pets were recorded and analyzed using multinomial logistic regression analysis. RESULTS: Age, level of education, type of dwelling, occupation, retirement status, number of comorbidities, experience with pets, experience using apps, and eHealth literacy were significantly associated with acceptance of robots and pets. Middle-aged and older women preferred robots with an animal-like appearance, while men preferred robots that resembled a human adult. In terms of robot functions, participants preferred a companion robot with dancing, singing, storytelling, or news-reporting functions. Participants' marital status and whether or not they lived alone affected their preference of functions in the companion robot. CONCLUSIONS: Findings from this study inform the development of social robots with regard to their appearance and functions to address loneliness in later life in fast-aging societies.


Assuntos
Terapia Assistida com Animais , Robótica , Idoso , Envelhecimento , Animais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Inquéritos e Questionários , Taiwan
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