Effects of illness representation-focused patient education on illness representations and self-care in patients with heart failure: A randomised clinical trial.

AIMS AND OBJECTIVES: To examine the effect of an illness representation-focused patient education intervention on illness representations and self-care behaviours in patients with heart failure 3 months after discharge from the hospital. BACKGROUND: Few intervention studies have examined the effect of illness representation-focused interventions on illness representations and self-care in patients with heart failure. DESIGN: A randomised clinical trial based on the Consolidated Standard of Reporting Trials-CONSORT 2010-guidelines was employed. The Clinical Trial Registry number is TCTR20190903002. METHODS: One hundred and seven participants were randomly assigned to 2 groups, and 62 participants (n = 30 in the intervention group and n = 32 in the usual care group) completed the baseline and one- and three-month postdischarge follow-up assessments. The instruments included the Survey of Illness Beliefs in Heart Failure and the Self-care of Heart Failure Index. The intervention group received illness representation-focused patient education while hospitalised and telephone follow-ups after discharge. Data were analysed with linear mixed-effects model analysis. RESULTS: The 107 participants had a mean age of 62.17 years and a mean left ventricular ejection of 53.03%. At baseline, the two groups tended to have accurate illness beliefs but insufficient self-care confidence and self-care maintenance. The analysis showed no significant differences between groups in the illness representation total scores, dimension scores or self-care maintenance scores but did show a significant difference in the self-care confidence scores (F = 3.42, p < .05) over the three months. CONCLUSION: The study did not show an effect of the intervention on illness representations or self-care maintenance behaviours. However, the intervention did maintain participants' self-care confidence three months after discharge. RELEVANCE TO CLINICAL PRACTICE: It is necessary to conduct long-term follow-ups of patients' illness representations, discuss the implementation of self-care behaviours with patients, enhance patients' self-care confidence, and involve family members or caregivers in self-care practices when needed.

An automated alarm system for food safety by using electronic invoices.

BACKGROUND: Invoices had been used in food product traceability, however, none have addressed the automated alarm system for food safety by utilizing electronic invoice big data. In this paper, we present an alarm system for edible oil manufacture that can prevent a food safety crisis rather than trace problematic sources post-crisis. MATERIALS AND METHODS: Using nearly 100 million labeled e-invoices from the 2013‒2014 of 595 edible oil manufacturers provided by Ministry of Finance, we applied text-mining, statistical and machine learning techniques to "train" the system for two functions: (1) to sieve edible oil-related e-invoices of manufacturers who may also produce other merchandise and (2) to identify suspicious edible oil manufacture based on irrational transactions from the e-invoices sieved. RESULTS: The system was able to (1) accurately sieve the correct invoices with sensitivity >95% and specificity >98% via text classification and (2) identify problematic manufacturers with 100% accuracy via Random Forest machine learning method, as well as with sensitivity >70% and specificity >99% through simple decision-tree method. CONCLUSION: E-invoice has bright future on the application of food safety. It can not only be used for product traceability, but also prevention of adverse events by flag suspicious manufacturers. Compulsory usage of e-invoice for food producing can increase the accuracy of this alarm system.

Association between soil heavy metals and fatty liver disease in men in Taiwan: a cross sectional study.

OBJECTIVES: Metabolic factors are major risk factors for non-alcoholic fatty liver disease although other factors may also contribute to development of fatty liver disease. We explored the association between exposure to soil heavy metals and prevalence of fatty liver disease. METHODS: We retrospectively analysed data from patients diagnosed with fatty liver disease in 2014 at the Health Evaluation Centre of Chang-Hua Christian Hospital (n=1137). We used residency data provided in the records of the Health Evaluation Centre and data for soil metal concentrations from a nationwide survey conducted by the Environmental Protection Administration of Taiwan. We studied the correlations between the severity of fatty liver disease and concentrations of soil heavy metals (arsenic, mercury, cadmium, chromium, copper, nickel, lead and zinc). RESULTS: The prevalence of moderate to severe fatty liver disease in our study was 26.5%. Using univariate and multivariate analysis, we demonstrated that the presence of soil heavy metals was a significant risk factor for fatty liver disease in men (OR 1.83, 95% CI 1.161 to 2.899, p=0.009). With stratification by body mass index (BMI) and gender, lean men with a BMI <24 kg/m2 were the most susceptible to soil heavy metals (OR 5.059, 95% CI 1.628 to 15.728, p<0.05). CONCLUSIONS: Our study suggested a significant association between exposure to soil heavy metals and fatty liver disease in lean men.

Influenza vaccination and the endurance against air pollution among elderly with acute coronary syndrome.

OBJECTIVE: Air pollution, weather condition and influenza are known risk factors of acute coronary syndrome (ACS) among elderly people. The influenza vaccine (IV) has been shown to reduce major cardiovascular events. The purpose of this study was to compare resistance to air pollution and weather factors causing ACS between vaccinated and less-vaccinated elderly people. METHODS: A case-crossover design was applied to 1835 elderly ACS patients who were obtained from the 1-million sample of Taiwan National Health Insurance Research Data with inclusion criteria: (1) the first diagnosis of ACS was in cold season and at age 68 or more, (2) had received the free IV program at least once during the period 3years before the ACS. They were stratified into two groups: 707 had received flu vaccinations for all the 3years and the remaining 1128 had not. The measurements of air pollutants, temperature, and humidity corresponding to each of the 3days prior to the ACS diagnosis date were retrieved from the data banks of the Taiwan Environmental Protection Administration and Central Weather Bureau. FINDINGS: Increases in air pollution concentrations of CO, NO2, PM10 or PM2.5 and decreases in temperature significantly influenced the risk of ACS for the non-continuously vaccinated elderly population; however, less significant effects were observed for the continuously vaccinated population. CONCLUSION: Consecutive influenza vaccination may potentially offer resistance against the detrimental effects of air pollution and changes in temperature in frail elderly adults with ACS. Future studies are needed to directly assess the interaction effect between the vaccination and environmental factors on ACS.

The temporal trend of influenza-associated morbidity and the impact of early appearance of antigenic drifted strains in a Southeast Asian country.

Globally, influenza infection is a major cause of morbidity and mortality in the elderly, who are suggested to be the major target group for trivalent influenza vaccine (TIV) vaccination by World Health Organization. In spite of an increasing trend in vaccine coverage rates in many countries, the effect of vaccination among the elderly in reducing hospitalization and mortality remains controversial. In this study, we conducted a historical cohort study to evaluate the temporal pattern of influenza-associated morbidity among persons older than 64 years over a decade. The temporal patterns of influenza-associated morbidity rates among the elderly older than 64 years indicated that Taiwan's elderly P&I outpatient visits have been decreasing since the beginning of the 1999-2000 influenza season; however, hospitalization has been increasing despite significant increases in vaccine coverage. The propensity score logistic regression model was implemented to evaluate the source of bias and it was found that the TIV-receiving group had a higher propensity score than the non-receiving group (P<0.0001). In order to investigate the major factors affecting the temporal pattern of influenza-associated morbidity, we then used the propensity score as a summary confounder in a multivariate Poisson regression model based on the trimmed data. Our final models suggested that the factors affected the temporal pattern of morbidity differently. The variables including co-morbidity, vaccination rate, influenza virus type A and B isolation rate were associated with increased outpatient visits and hospitalization (p<0.05). In contrast, variables including high propensity score, increased 1°C in temperature, matching vaccine strains of type A/H1N1 and type B were associated with decreased outpatient visits and hospitalization (p<0.05). Finally, we assessed the impact of early appearance of antigenic-drifted strains and concluded that an excess influenza-associated morbidity substantial trends toward higher P&I hospitalization, but not outpatient visits, during the influenza season with early appearance of antigenic-drifted strains.