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1.
Front Public Health ; 11: 1301563, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38089040

RESUMO

Introduction: The potential for deployment of Artificial Intelligence (AI) technologies in various fields of medicine is vast, yet acceptance of AI amongst clinicians has been patchy. This research therefore examines the role of antecedents, namely trust, attitude, and beliefs in driving AI acceptance in clinical practice. Methods: We utilized online surveys to gather data from clinicians in the field of gastroenterology. Results: A total of 164 participants responded to the survey. Participants had a mean age of 44.49 (SD = 9.65). Most participants were male (n = 116, 70.30%) and specialized in gastroenterology (n = 153, 92.73%). Based on the results collected, we proposed and tested a model of AI acceptance in medical practice. Our findings showed that while the proposed drivers had a positive impact on AI tools' acceptance, not all effects were direct. Trust and belief were found to fully mediate the effects of attitude on AI acceptance by clinicians. Discussion: The role of trust and beliefs as primary mediators of the acceptance of AI in medical practice suggest that these should be areas of focus in AI education, engagement and training. This has implications for how AI systems can gain greater clinician acceptance to engender greater trust and adoption amongst public health systems and professional networks which in turn would impact how populations interface with AI. Implications for policy and practice, as well as future research in this nascent field, are discussed.


Assuntos
Inteligência Artificial , Confiança , Adulto , Feminino , Humanos , Masculino , Escolaridade , Políticas , Tecnologia , Gastroenterologia , Endoscopia
2.
J Mater Chem B ; 11(47): 11335-11343, 2023 12 06.
Artigo em Inglês | MEDLINE | ID: mdl-37990852

RESUMO

The inefficient delivery of antimicrobials to their target is a significant factor contributing to antibiotic resistance. As such, smart nanomaterials that respond to external stimuli are extensively explored for precise drug delivery. Here, we investigate how drug loading methods and the structure of antibiotics impact the effectiveness of photothermally active polydopamine nanoparticles (PDNPs) as a laser-responsive drug delivery system. We examine two loading methods: in-synthesis and post-synthesis, and evaluate how laser irradiation affects drug release. Density functional theory calculations are also performed to gain deeper insights into the drug-PDNP interactions. Our findings point to the critical role of antibiotic structure and drug loading method in the laser-responsive capabilities of PDNPs as drug nanocarriers. Our study offers valuable insights for optimizing the design and efficiency of PDNP-based drug delivery systems.


Assuntos
Portadores de Fármacos , Nanopartículas , Portadores de Fármacos/química , Antibacterianos/farmacologia , Nanopartículas/química
3.
Palliat Care Soc Pract ; 17: 26323524231196311, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37719387

RESUMO

Background: Low awareness about palliative care among the global public and healthcare communities has been frequently cited as a persistent barrier to palliative care acceptance. Given that knowledge shapes attitudes and encourages receptiveness, it is critical to examine factors that influence the motivation to increase knowledge. Health information-seeking from individuals and media has been identified as a key factor, as the process of accessing and interpreting information to enhance knowledge has been shown to positively impact health behaviours. Objective: Our study aimed to uncover public sentiments toward palliative care in Singapore. A conceptual framework was additionally developed to investigate the relationship between information-seeking preferences and knowledge, attitudes, receptiveness of palliative care, and comfort in death discussion. Design and Methods: A nationwide survey was conducted in Singapore with 1226 respondents aged 21 years and above. The data were analysed through a series of hierarchical multiple regression to examine the hypothesised role of information-seeking sources as predictors. Results: Our findings revealed that 53% of our participants were aware of palliative care and about 48% were receptive to receiving the care for themselves. It further showed that while information-seeking from individuals and media increases knowledge, attitudes and receptiveness to palliative care, the comfort level in death conversations was found to be positively associated only with individuals, especially healthcare professionals. Conclusion: Our findings highlight the need for public health authorities to recognize people's deep-seated beliefs and superstitions surrounding the concept of mortality. As Asians view death as a taboo topic that is to be avoided at all costs, it is necessary to adopt multipronged communication programs to address those fears. It is only when the larger communicative environment is driven by the media to encourage public discourse, and concurrently supported by timely interventions to trigger crucial conversations on end-of-life issues between individuals, their loved ones, and the healthcare team, can we advance awareness and benefits of palliative care among the public in Singapore.


A nationwide survey to understand public sentiments and the extent that information-seeking preferences can increase knowledge, attitudes, receptiveness of palliative care, and comfort level in death discussion in Singapore Low awareness of palliative care is a barrier that persistently hinders palliative care acceptance among populations in developing and developed countries. As knowledge shapes attitudes and encourages receptiveness, it is vital that researchers uncover factors that influence the motivation to increase knowledge. Health information-seeking is a factor that deserves greater attention in palliative care research because the process of seeking out information on health concerns from other people or the media can greatly increase individuals' knowledge. As such, this nationwide survey involving 1226 participants was carried out in Singapore to understand the public sentiments toward palliative care. It further statistically analyzed if information-seeking (from individuals and the media) will increase knowledge, attitudes, receptiveness toward palliative care, and comfort level in death discussion. Our findings indicated that 53% of our participants were aware of palliative care and about 48% were receptive to receiving the care for themselves. Furthermore, while information-seeking from individuals and media increases knowledge, attitudes, and receptiveness to palliative care, people are only comfortable to engage in death discussion with individuals, especially healthcare professionals. Exposure to media alone is not enough to encourage individuals to want to talk about end-of-life issues including palliative care. As Asians view death as a taboo topic, it is important for public health authorities to recognize people's deep-seated beliefs and superstitions surrounding the concept of mortality. A multipronged communication program is therefore needed to address these fears. It is only when the larger communicative environment driven by the media to encourage public discourse, and concurrently supported by timely interventions to trigger crucial conversations on end-of-life issues between individuals, their loved ones, and the healthcare team, can we advance awareness and benefits of palliative care among the public in Singapore.

4.
BMC Public Health ; 23(1): 532, 2023 03 20.
Artigo em Inglês | MEDLINE | ID: mdl-36941561

RESUMO

BACKGROUND: Public health strategies to improve patient adherence to antibiotics rely mostly on raising awareness of the threat of antimicrobial resistance (AMR) and improving knowledge about antibiotics. We aimed to evaluate how adherence to antibiotics relates to knowledge and the threat perceptions proposed by the Protection Motivation Theory (PMT). METHOD: A cross-sectional online survey was conducted in September-December 2020 with 1002 participants aged 21-70 years in Singapore. Two items, which were reverse coded, evaluated adherence to antibiotics: 'how often do you obtain antibiotics that were left over from the previous prescription' and 'how often did you treat yourself with antibiotics in the past year'. Questions about the PMT-related constructs, and knowledge regarding antibiotics and AMR knowledge were also included. Hierarchical regression models were performed at a 5% significance level. RESULTS: Adherence to antibiotics was associated with knowledge level (ß = 0.073, p < 0.05), education level (ß = - 0.076, p < 0.01), and four of the five PMT constructs: "perceived response cost" (ß = 0.61, p < 0.01), "perceived response efficacy of adherence to antibiotic" (ß = 0.096, p < 0.01), "perceived susceptibility to AMR" (ß = 0.097, p < 0.01), and "perceived severity of AMR" (ß = - 0.069, p < 0.01). Knowledge about AMR, perceived self-efficacy in adhering to antibiotics, age, and sex were not associated with adherence. CONCLUSIONS: In Singapore, patient adherence to antibiotics appear to be driven by the perceived costs of visiting a doctor to obtain antibiotics, followed by perceptions of AMR as a threat and to a lesser extent, knowledge about antibiotics. Public health strategies to mitigate antibiotic misuse should consider these patient barriers to medical care.


Assuntos
Antibacterianos , Farmacorresistência Bacteriana , Humanos , Antibacterianos/uso terapêutico , Estudos Transversais , Singapura , Conhecimentos, Atitudes e Prática em Saúde , Inquéritos e Questionários , Cooperação do Paciente
5.
Biomater Sci ; 11(7): 2330-2335, 2023 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-36892433

RESUMO

Precise control of antimicrobial delivery can prevent the adverse effects of antibiotics. By exploiting the photothermal activity of polydopamine nanoparticles along with the distinct transition temperatures of liposomes, a near-infrared (NIR) laser can be used to control the sequential delivery of an antibiotic and its adjuvant from a nanocomposite hydrogel-preventing bacterial growth.


Assuntos
Hidrogéis , Luz , Nanogéis , Antibacterianos , Lasers
6.
Health Commun ; 38(1): 160-168, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34157919

RESUMO

Public health crises like the ongoing COVID-19 pandemic appear to be the perfect breeding ground for misinformation. As influential information sources, mainstream news media have a unique opportunity to use their platform to debunk and educate the public about misinformation. Despite evidence lending support to the potential for mainstream news media to play a larger role in combating misinformation in society, empirical explorations of how they have contributed to the management of misinformation remain scant. This study aims to address these major gaps in research by investigating how mainstream news dailies gatekeep and correct COVID-19 related misinformation in Singapore. The content of 164 news articles published by the mainstream news dailies in Singapore from January 1 to April 30, 2020 on COVID-19 misinformation was analyzed qualitatively and quantitatively. Results show that the two main types of misinformation, fabricated and reconfigured misinformation, were covered almost equally by mainstream news media. Misinformation related to science and health were most frequently reported, followed by scams, and government policy. Statistically significant differences were found between how mainstream news media corrected the various types and topics of misinformation. Significant differences were also found within the various types, topics, and corrections of misinformation across the early stages of the pandemic. Taken together, these findings shed light on the critical role of mainstream news media as public education tools to correct misinformation during public health crises. From a theoretical perspective, these findings contribute to the understanding of media misinformation gatekeeping, and misinformation correction. From a practical perspective, it highlights the capacity and potential roles of the press in supporting government efforts to combat misinformation.


Assuntos
COVID-19 , Comunicação em Saúde , Mídias Sociais , Humanos , COVID-19/epidemiologia , Pandemias , Saúde Pública , Comunicação
7.
J Taibah Univ Med Sci ; 18(6): 1500-1506, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38162876

RESUMO

Objectives: This research aimed to determine the fluoride levels in commercially available bottled waters and assess the accuracy of the fluoride levels labels on the bottles. Methods: We obtained the labels from 28 water bottles from markets in Almadinah Almunawwarah. Water samples were diluted with an equal volume of total ionic strength adjustment buffer at the General Administration for Water Services. The electrode potential of each sample was then directly compared to standard fluoride solutions. For each sample, two readings were taken, and the average was recorded. Fluoride-ion levels were determined using a fluoride-ion-selective electrode and a digital readout ion meter. Results: On average, the mean fluoride levels in the labelled bottles were 0.94 ± 0.14 PPM. The level of the actual fluoride content was 1.13 ± 0.31 PPM. Inconsistencies between the brand labels and true levels of fluoride were detected. Only one brand of bottled water was comparable in terms of the fluoride levels on the labels and the analysed fluoride levels. Only 85.71% of the brands tested had fluoride levels within the permissible fluoride range (0.6-1.5 PPM), 10.71% had fluoride levels above the permissible fluoride range, and 3.57% had fluoride levels below the permissible fluoride range. Conclusions: In the KSA, most brands of bottled waters had fluoride levels above the ideal levels that are vital to the prevention of dental caries. There were differences in the fluoride levels recorded on the labels and the true levels determined in the laboratory. Fluoride levels must be accurately reported if we are to achieve necessary aesthetic and cosmetic benefits. Bottled water must meet critical quality standards to avoid the negative consequences of higher fluoride levels. Dentists and parents should be aware of this discrepancy.

8.
Acta Medica Philippina ; : 40-45, 2023.
Artigo em Inglês | WPRIM (Pacífico Ocidental) | ID: wpr-980425

RESUMO

Background and Objective@#Epidemiological studies have shown that Filipinos have a higher prevalence of welldifferentiated thyroid cancer and a higher rate of recurrence. The BRAF V600E mutation has been proposed as a potential prognostic marker in aggressive papillary thyroid cancers. In this study, we determined whether this mutation is a risk factor for tumor recurrence in papillary thyroid cancer among Filipinos.@*Methods@#We conducted an age and sex-matched case-control study of patients with papillary thyroid cancer; we had two groups – with and without tumor recurrence – of 14 patients each, with at least a 5-year follow-up. We extracted the DNA samples from the patients’ (paraffin-embedded) tumor biopsy tissue blocks from thyroidectomy specimens, then detected the BRAF V600E mutation using polymerase chain reaction. The McNemar’s test for difference of proportions in paired data was used to determine the association of BRAF V600E mutation with recurrence. @*Results@#The BRAF V600E mutation was found in 57.14% of all cases. We found a prevalence of 64.29% among those with recurrence and 50.00% among those without recurrence, with no significant difference between the two groups (p = 0.688).@*Conclusion@#Our study showed the BRAF V600E mutation was not associated with recurrence. We encountered several limitations: we had limited data regarding molecular methodologies in the Philippine setting, we had a small sample size, and therefore we could not study other parameters (e.g., tumor characteristics, lymph node metastasis, stage of disease). We hope that this paves the way for future studies and collaborations to establish the role of BRAF V600E in Filipinos with papillary thyroid tumor recurrence.


Assuntos
Câncer Papilífero da Tireoide , Patologia Molecular
9.
Artigo em Inglês | WPRIM (Pacífico Ocidental) | ID: wpr-984235

RESUMO

BACKGROUND@#This study aims to evaluate the effectiveness of the “Effective Written Communication Training” provided among 16 UP Manila administrative employees following Kirkpatrick's training evaluation model.@*OBJECTIVES@#This study specifically examines the reaction of the employees to the training program (Level 1), changes in the level of learning (Level 2), and transfer of training in the workplace or behavioral changes (Level 3).@*METHODOLOGY@#The study used a cross-sectional design, and the primary data was collected through survey questionnaires, a pretest, and a posttest. For the Level 1 evaluation, a training assessment survey was given to the participants. For the Level 2 evaluation, tests were given to the participants before and after the conduct of the training program. For the Level 3 evaluation, a survey questionnaire was given to the participants and their immediate supervisor five months after the end of the training.@*RESULTS@#The Level 1 results showed that the participants' overall reaction to the training was Excellent in terms of training design, facilitation, resource speaker/facilitator, and overall experience. For the Level 2 evaluation, results showed that there is a significant change (t(15)=11.32, ρ<0.05) in the participants' learning about written communication, as shown in the difference between the pretest (M=16.56, SD=3.01) and posttest scores (M=20.25, SD=2.49). Results of the Level 3 evaluation showed that written communication competencies have been applied to the workplace. Employees confidently compose written correspondences, construct formal and official letters, and relay queries using a more appropriate choice of words, which the participants' supervisors also observed.@*CONCLUSION@#Overall, the training program was found to be effective in improving the participants' written communication skills, following Kirkpatrick's training evaluation model.

10.
BMC Public Health ; 22(1): 2113, 2022 11 18.
Artigo em Inglês | MEDLINE | ID: mdl-36401178

RESUMO

BACKGROUND: The first wave of COVID-19 during April to July 2020 in Singapore largely affected the migrant workers living in residential dormitories. A government taskforce working with dormitory operators, employers and non-government agencies came together to deliver behavioral interventions and health care services for migrant worker as dorms were imposed movement restrictions. To fill the research gap in understanding movement restriction experiences of migrant workers, this research seeks to describe dormitory contexts and explore behavior change related to both prevention of transmission as well as healthcare seeking for COVID-19 among male migrant workers. METHODS: With social constructivism as the foundation for this study, 23 telephone interviews were conducted with Bangladeshi and Indian migrant workers. A theory-informed, data-driven conceptual framework, characterized by the "Four Ss": Sensitization, Surveillance, Self-preservation, and Segregation was first generated and later used to frame second-stage, more in-depth, thematic analyses. An effective multipronged approach was documented, persuading migrant workers in our case-study to improve hygiene and follow some safe distancing measures, and adhere to help-seeking when symptomatic. RESULTS: Rapid collective adaptation was demonstrated; it was propped up by effective harnessing of infrastructure and technology. While technology and digital platforms were central to shaping Sensitization for prevention-related behaviors, interpersonal communication, especially peer-sharing, was key to normalizing and accepting healthcare delivery and norms about healthcare seeking. Interpersonal factors particularly supported successful implementation of case-detection Surveillance, stimulating Self-preserving and acceptance of rules, and was found helpful to those Segregated in recovery facilities. In contrast, encouraging prevention-related behaviors relied more heavily on multiple online-platforms, phone-based e-learning/knowledge testing, e-monitoring of behavior, as well as interpersonal exchanges. CONCLUSION: Overall, the findings showed that the conception of the Four Ss helped inform intervention strategies. Anchoring these towards optimal use of technology and harnessing of interpersonal communication for prevention and promotion of healthcare seeking in the planning of future Infectious Disease outbreaks in closed institutional settings is recommended.


Assuntos
COVID-19 , Migrantes , Masculino , Humanos , COVID-19/prevenção & controle , Singapura , Pesquisa Qualitativa , Atenção à Saúde
11.
PLoS Negl Trop Dis ; 16(11): e0010910, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36367848

RESUMO

Singapore, a highly urbanized Asian tropical country that experiences periodic dengue outbreaks, is piloting field releases of male Wolbachia-carrying Aedes aegypti mosquitoes with the aim of suppressing urban populations of the primary dengue vector Aedes aegypti. This study proposes and assesses a model to explain the roles of hesitancy and receptivity towards Project Wolbachia-Singapore in influencing reactive mosquito prevention behaviors (reactive behaviors) towards the release of Wolbachia-Aedes mosquitoes for residents living in the release sites. Interestingly, both hesitancy and receptivity predicted greater instances of reactive behaviors. The model also examines the roles of general knowledge about Wolbachia technology, perceived severity of mosquito bites, perceived density of mosquitoes, and social responsibility as predictors of hesitancy, receptivity, and reactive behaviors towards the release of Wolbachia-Aedes mosquitoes. Hesitancy towards the project mediated the effects of general knowledge, perceived severity of mosquito bites, and perceived density of mosquitoes on reactive behaviors towards the releases, although receptivity towards the project did not. Having less knowledge about Project Wolbachia-Singapore was associated with higher hesitancy towards the project and higher likelihood of performing reactive behaviors towards the releases. Individuals who perceive mosquito bites to be more severe and think that there are more mosquitoes in their living environments were also more likely to be hesitant about the project and practice reactive behaviors. However, both hesitancy and receptivity towards the project mediated the effect of social responsibility on reactive behaviors. Receptivity towards the project was driven by social responsibility, which was also associated with reduced hesitancy towards the project. Our findings suggest that, to address the hesitancy reported by a minority of participants, future outreach efforts should focus on strengthening the public's sense of social responsibility and on tailored education campaigns targeting groups with low levels of knowledge of the project.


Assuntos
Aedes , Dengue , Mordeduras e Picadas de Insetos , Wolbachia , Animais , Masculino , Humanos , Dengue/prevenção & controle , Mosquitos Vetores
12.
JMIR Infodemiology ; 2(1): e31473, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-37113803

RESUMO

Background: Public sentiments are an important indicator of crisis response, with the need to balance exigency without adding to panic or projecting overconfidence. Given the rapid spread of the COVID-19 pandemic, governments have enacted various nationwide measures against the disease with social media platforms providing the previously unparalleled communication space for the global populations. Objective: This research aims to examine and provide a macro-level narrative of the evolution of public sentiments on social media at national levels, by comparing Twitter data from India, Singapore, South Korea, the United Kingdom, and the United States during the current pandemic. Methods: A total of 67,363,091 Twitter posts on COVID-19 from January 28, 2020, to April 28, 2021, were analyzed from the 5 countries with "wuhan," "corona," "nCov," and "covid" as search keywords. Change in sentiments ("very negative," "negative," "neutral or mixed," "positive," "very positive") were compared between countries in connection with disease milestones and public health directives. Results: Country-specific assessments show that negative sentiments were predominant across all 5 countries during the initial period of the global pandemic. However, positive sentiments encompassing hope, resilience, and support arose at differing intensities across the 5 countries, particularly in Asian countries. In the next stage of the pandemic, India, Singapore, and South Korea faced escalating waves of COVID-19 cases, resulting in negative sentiments, but positive sentiments appeared simultaneously. In contrast, although negative sentiments in the United Kingdom and the United States increased substantially after the declaration of a national public emergency, strong parallel positive sentiments were slow to surface. Conclusions: Our findings on sentiments across countries facing similar outbreak concerns suggest potential associations between government response actions both in terms of policy and communications, and public sentiment trends. Overall, a more concerted approach to government crisis communication appears to be associated with more stable and less volatile public sentiments over the evolution of the COVID-19 pandemic.

13.
Artigo em Inglês | MEDLINE | ID: mdl-34831751

RESUMO

In 2016, Singapore introduced the release of male Wolbachia-Aedes mosquitoes to complement vector control efforts and suppress Aedes aegypti mosquitoes in selected study sites. With ongoing expansion of Project Wolbachia-Singapore to cover larger areas, a household-based survey was conducted between July 2019 to February 2020 in two Project Wolbachia study sites using a structured questionnaire, to evaluate current sentiments and assess the need for enhanced public messaging and engagement. The association of factors that influence awareness, attitudes, and knowledge towards the use of Wolbachia-Aedes technology was analysed using Pearson's Chi-square test and binary logistic regression. Of 500 respondents, 74.8% were aware of Project Wolbachia-Singapore. Comparatively, the level of knowledge on Wolbachia-Aedes technology was lower, suggesting knowledge gaps that require enhanced communication and messaging to address misinformation. Longer exposure to the project predicted greater awareness, whereas higher education levels predicted higher knowledge levels. Younger age groups and higher education levels were associated with high acceptance towards the project. High levels of trust and acceptance towards the project were also observed across the population. The public's positive perception of the project is a testament to the effective public communication undertaken to date and will facilitate programme expansion.


Assuntos
Aedes , Dengue , Wolbachia , Animais , Atitude , Masculino , Mosquitos Vetores , Tecnologia
14.
JMIR Nurs ; 4(2): e25679, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34345796

RESUMO

BACKGROUND: With increasing life expectancy and aging populations, the global prevalence of chronic diseases and the long-term care required for people with comorbidities is rising. This has led to an ever-growing need for caregiving. Previous literature has shown that caregivers face problems of isolation and loneliness. However, many health organizations mainly focus their efforts on in-person community groups that require participants to meet physically. This is not always convenient or accessible for caregivers who are often juggling caring for their care recipient with family and work responsibilities. OBJECTIVE: With medical advancements such as the proliferation of mobile phones and internet technology, caregivers may have opportunities for easier access to resources and support. Technological innovations could help empower the caregiving community to seek assistance for improving their quality of life at their convenience. A community network app called Caregivers' Circle was conceptualized in response to the needs of the caregivers on a day-to-day caregiving journey. This paper traces the predevelopment inquiry and technical details of this app to provide a clear understanding of its implementation along with a usability study to gauge user opinion of the app within Singapore. METHODS: A predevelopment survey was conducted to identify specific needs of caregivers and gaps in the currently available web-based community networks. The survey consisted of questions on demographical data, health-related issues of the care recipient, mental and physical health-related issues of the caregiver, digital media use, information seeking, and support. This pre-app development survey was completed by 103 caregivers. Qualitative enquiries were also conducted with caregivers within Singapore to identify issues related to caregiving, support provided, and what caregivers would want from a caregiving mobile app. RESULTS: From the feedback garnered from the caregivers, the developers were able to identify several caregivers' needs and gaps within the current support networks. This feedback was integrated into the mobile app called Caregivers' Circle upon development. The features of this app include a public forum for community discussions, a marketplace to buy and sell items, care groups to hold private discussions with friends or other users of the app, and a friends feature to search and add new caregiving friends. CONCLUSIONS: In general, the caregivers liked the Caregivers' Circle app and were confident that this app could help them have a better quality of life. The Caregivers' Circle app is unique in its integrated approach. The integration of many features that caregivers need on a daily basis into an easy app can save their time as well as help them navigate their life smoothly.

15.
Sustain Cities Soc ; 75: 103254, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34414067

RESUMO

To inform data-driven decisions in fighting the global pandemic caused by COVID-19, this research develops a spatiotemporal analysis framework under the combination of an ensemble model (random forest regression) and a multi-objective optimization algorithm (NSGA-II). It has been verified for four Asian countries, including Japan, South Korea, Pakistan, and Nepal. Accordingly, we can gain some valuable experience to better understand the disease evolution, forecast the prevalence of the disease, which can provide sustainable evidence to guide further intervention and management. Random forest with a proper rolling time-window can learn the combined effects of environmental and social factors to accurately predict the daily growth of confirmed cases and daily death rate on a national scale, which is followed by NSGA-II to find a range of Pareto optimal solutions for ensuring the minimization of the infection rate and mortality at the same time. Experimental results demonstrate that the predictive model can alert the local government in advance, allowing the accused time to put forward relevant measures. The temperature in the category of environment and the stringency index belonging to the social factor are identified as the top 2 important features to exert a greater impact on the virus transmission. Moreover, optimal solutions provide references to design the best control strategies towards pandemic containment and prevention that can accommodate the country-specific circumstance, which are possible to decrease the two objectives by more than 95%. In particular, appropriate adjustment of social-related features needs to take priority over others, since it can bring about at least 1.47% average improvement of two objectives compared to environmental factors.

16.
Health Educ Res ; 36(1): 41-60, 2021 03 23.
Artigo em Inglês | MEDLINE | ID: mdl-33755118

RESUMO

The objectives were to assess the short- and long-term effect of the patient education strategy 'Learning and Coping' (LC) in cardiac rehabilitation (CR) on health-related quality of life, patient education impact, cardiac risk factors and lifestyle. In total, 825 patients hospitalized with ischaemic heart disease or heart failure were randomized to either LC-CR or standard CR at three Danish hospitals. Teaching approach in LC-CR was situational, inductive and reflective, with experienced patients as co-educators and supplemental interviews. Teaching approach in standard CR was structured and deductive. Outcomes were assessed immediately after CR, and after 3 months (short term), and after 3 years (long term). Between-arm differences in favour of LC-CR were SF-12 'role emotional' (3.7, 95% CI: 0.6-6.8) and MDI depression score (0.9, 0.1-1.8) immediately after CR, exercise capacity (4 W, 1-9) at 3 months and SF-12 'role physical' (4.6, 0.1-9.0) (long term). Between-arm differences in favour of controls were waist circumference (-1.7 cm, -2.3 to -1.0) immediately after CR and HeiQ domain 'Constructive attitudes and approaches' (0.11, 0.04-0.18), triglycerides (-0.12 mmol/l, -0.21 to -0.02), systolic blood pressure (-3.12 mmHg, -5.66 to -0.58) at 3 months. Adding LC strategies to CR provides inconsistent short-term results but improves 'role physical' long term.


Assuntos
Reabilitação Cardíaca , Adaptação Psicológica , Humanos , Aprendizagem , Educação de Pacientes como Assunto , Qualidade de Vida
17.
Bull World Health Organ ; 99(2): 92-101, 2021 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-33551503

RESUMO

OBJECTIVE: To evaluate how public perceptions and trust in government communications affected the adoption of protective behaviour in Singapore during the coronavirus disease 2019 (COVID-19) pandemic. METHODS: We launched our community-based cohort to assess public perceptions of infectious disease outbreaks in mid-2019. After the first case of COVID-19 was reported in Singapore on 23 January, we launched a series of seven COVID-19 surveys to both existing and regularly enrolled new participants every 2 weeks. As well as sociodemographic properties of the participants, we recorded changing responses to judge awareness of the situation, trust in various information sources and perceived risk. We used multivariable logistic regression models to evaluate associations with perceptions of risk and self-reported adopted frequencies of protective behaviour. FINDINGS: Our cohort of 633 participants provided 2857 unique responses during the seven COVID-19 surveys. Most agreed or strongly agreed that information from official government sources (99.1%; 528/533) and Singapore-based news agencies (97.9%; 522/533) was trustworthy. Trust in government communication was significantly associated with higher perceived threat (odds ratio, OR: 2.2; 95% confidence interval, CI: 1.6-3.0), but inversely associated with perceived risk of infection (OR: 0.6; 95% CI: 0.4-0.8) or risk of death if infected (OR: 0.6; 95% CI: 0.4-0.9). Trust in government communication was also associated with a greater likelihood of adopting protective behaviour. CONCLUSION: Our findings show that trust is a vital commodity when managing an evolving outbreak. Our repeated surveys provided real-time feedback, allowing an improved understanding of the interplay between perceptions, trust and behaviour.


Assuntos
COVID-19 , Governo , Conhecimentos, Atitudes e Prática em Saúde , Opinião Pública , Confiança , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pandemias , Medição de Risco , Singapura , Inquéritos e Questionários , Adulto Jovem
18.
ACS Appl Bio Mater ; 4(9): 6652-6657, 2021 09 20.
Artigo em Inglês | MEDLINE | ID: mdl-35006968

RESUMO

Smart antibacterial systems, delivering antimicrobials in a highly controlled manner, are one strategy toward fighting the rise of antibiotic-resistant pathogens. Here, we engineer a laser-responsive antimicrobial nanocomposite hydrogel combining a peptide amphiphile and a photothermally active polydopamine nanoparticle (PDNP) to entrap the hydrophobic rifampicin within the hydrophilic hydrogel matrix. We show that the ability of the gelator to interact and retain rifampicin within the gel induced structural changes in its nanofiber network and mechanical properties. Furthermore, PDNP inclusion enabled laser-induced drug release, preventing growth of a Gram-negative E. coli. Overall, our work provides a significant advance in designing smart materials for controlled drug delivery applications.


Assuntos
Escherichia coli , Rifampina , Antibacterianos/química , Indóis , Lasers , Nanogéis , Peptídeos , Polímeros
19.
Health Commun ; 36(8): 940-949, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-32041434

RESUMO

This research aims to better understand cultural disparities in cancer prevention behaviors. To do this, we investigate how four cultural beliefs - optimism, pessimism, naïve dialecticism, and superstition - associate with cancer fatalism, which has been recognized as a major barrier to cancer prevention behaviors. Based on an online survey of 1,021 Singapore residents, the results reveal that cancer fatalism is positively associated with pessimism, naïve dialecticism and superstitions, and associated negatively with optimism. Mediation analyses further reveal that cancer fatalism is a significant mediator between these four cultural beliefs and four cancer prevention behaviors including fruit and vegetable intake, regular exercise, avoidance of smoking, and sunscreen use. This study offers theoretical insights into the understanding of how people develop cancer fatalism and practical guidance on the promotion of cancer prevention behaviors, particularly among Asian populations.


Assuntos
Neoplasias , Povo Asiático , Exercício Físico , Humanos , Neoplasias/prevenção & controle , Singapura , Inquéritos e Questionários
20.
Health Commun ; 36(12): 1514-1526, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-32530309

RESUMO

Parents are important sources of influence in the development of healthy eating among children and adolescents. Besides gatekeeping and modeling, parents serve as health educators and promoters, using intentional and persuasive communication to encourage healthier eating preferences and behaviors in children. Despite this, a lack of reliable and valid measures has limited the research on how parent-driven interpersonal communication about foods influence child food consumption outcomes. Building on the research in parental mediation of media consumption, and parenting practices in public health nutrition, this study details the development and validation of the active and restrictive parental guidance questionnaire with a sample of 246 children and adolescents at the scale development phase and another sample of 1,113 children and adolescents at the scale validation phase. Findings show that parents employ four communicative strategies to encourage a healthier diet: active guidance, general discussion, preventive restrictive guidance, and promotive restrictive guidance. The new measure was shown to have good validity and measurement model fit. Implications for future research are discussed.


Assuntos
Dieta Saudável , Poder Familiar , Adolescente , Criança , Comunicação , Comportamento Alimentar , Humanos , Relações Pais-Filho , Pais , Inquéritos e Questionários
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