Assessment of knowledge,cultural beliefs,and behavior regarding medication safety among residents in Harbin,China

BACKGROUND Medication misuse or overuse is significantly associated with poor health outcomes.Information regarding the knowledge,cultural beliefs,and behavior about medication safety in the general population is important.AIM To conduct a survey on medication habits and explored the potential factors impacting medication safety.METHODS The current survey included adults from 18 districts and counties in Harbin,China.A questionnaire on medication safety was designed based on knowledge,cultural beliefs,and behavior.Both univariate and multivariate analyses were used to explore the factors that impacted medication safety.RESULTS A total of 394 respondents completed the questionnaires on medication safety.The mean scores for knowledge,cultural beliefs,and behavior about medication safety were 59.41±19.33,40.66±9.24,and 60.97±13.69,respectively.The medication knowledge score was affected by age(P=0.044),education(P<0.001),and working status(P=0.015).Moreover,the cultural beliefs score was significantly affected by education(P<0.001).Finally,education(P=0.003)and working status(P=0.011)significantly affected the behavior score.CONCLUSION The knowledge,cultural beliefs,and behavior about medication safety among the general population was moderate.Health education should be provisioned for the elderly,individuals with a low education level,and the unemployed to improve medication safety in Harbin,China.

Reasoning about Epistemic Actions and Knowledge in Multi-Agent Systems Using Coq

In this paper, the authors outline a formal system for reasoning about agents＇ knowledge in knowledge games-a special type of multi-agent system. Knowledge games are card games where the agents＇ actions involve an exchange of information with other agents in the game. The authors＇ system is modeled using Coq-a formal proof management system. To the best of the authors＂ knowledge, there are no papers in which knowledge games are considered using a Coq proof assistant. The authors use the dynamic logic of common knowledge, where they particularly focus on the epistemic consequences of epistemic actions carried out by agents. The authors observe the changes in the system that result from such actions. Those changes that can occur in such a system that are of interest to the authors take the form of agents＇ knowledge about the state of the system, knowledge about other agents＇ knowledge, higher-order agents＇ knowledge and so on, up to common knowledge. Besides an axiomatic ofepistemic logic, the authors use a known axiomatization of card games that is extended with some new axioms that are required for the authors＇ approach. Due to a deficit in implementations grounded in theory that enable players to compute their knowledge in any state of the game, the authors show how the authors＇ approach can be used for these purposes.

Knowledge,attitude,and practices toward osteoporosis among Jordanian nurses

Objective:To identify the level of knowledge,attitude,and practice(KAP)toward osteoporosis among Jordanian nurses.Methods:A cross-sectional design was adopted in this study.A convenience sample of 443 Jordanian nurses were recruited from the public and private healthcare settings in Jordan.The assessment tool used in the current study contained 35 items,measuring KAP among Jordanian nurses toward osteoporosis.The correlation Pearson test and regression test were used to analyze data using Statistical Package for Social Sciences,version 21.Results:The total KAP scores were 33.53,37.65,and 22.7,respectively.These results revealed that Jordanian nurses have a moderate level of KAP toward osteoporosis.Conclusions:Jordanian nurses showed a moderate KAP toward osteoporosis,which should be improved as an effective step to reducing the growing incidences of osteoporosis.The lack of KAP holds a serious and growing impact on the Jordanian health sector and patients’health in terms of cost,healthcare resources,and social life.Nurses can play a valuable role in educating patients on bone fracture causes,perceived percentage,risks,and prevention,as well as in helping them with nutrition and lifestyle recommendations.

Influence of Nursing Students Handwashing Knowledge, Beliefs, and Attitudes on Their Handwashing Compliance

Information regarding current status of handwashing knowledge, beliefs, attitudes and compliance with handwashing practice in nursing students in Jordan is limited. This study aims to explore handwashing knowledge, beliefs, attitudes, and self-reported compliance and to examine significant variables predicting compliance with handwashing practice among nursing students. The study used a cross-sectional survey design. Results found a statistically significant relationship between nursing students’ handwashing compliance and their handwashing knowledge, attitudes, and beliefs (r = 0.68, 0.65, 0.58, P β = 0.423, P = 0.000), followed by attitudes (β = 0.322, P = 0.000), and beliefs (β = 0.171, P = 0.027). Specific handwashing training courses integrated in nursing education curriculum are recommended. These courses need to consider nursing students’ handwashing attitudes and beliefs in conjunction with handwashing knowledge.

Indigenous Knowledge, Practices, Beliefs and Social Impacts of Porcine Cysticercosis and Epilepsy in Iringa Rural

Porcine Cysticercosis (PCC) and Human Cysticercosis (HCC)/Neurocysticercosis (NCC) are a burden to the community owing to the reduced value of animals, associated costs of treatment, decreased labour productivity and social discrimination. There is limited knowledge on the management and prevention of PCC and epilepsy in Iringa rural. Therefore, the present study aimed at assessing indigenous knowledge, practices, attitudes and social impacts of PCC and epilepsy in Iringa rural district. A total of 588 people participated in the survey whereby 306 were pig farmers, 223 non-pig farmers and 59 families with epileptic individuals. It was found that 49.8% (χ2 = 0.003, DF = 1, p = 0.954) of pig keepers were aware of PCC, whereas the remaining 50.2% were not aware (χ2 = 25.5, DF = 1, p χ2 = 3.814, DF = 1, p = 0.51). People in Iringa rural believe epilepsy is caused by evil spirits, witchcraft and/or inheritance. It was concluded that there was limited knowledge on T. solium cysticercosis and epilepsy. This ignorance is the cause of poor practices, negative beliefs and attitudes that negatively affect the social life of People with Epilepsy (PWE) in communities. This study recommends that health education to raise awareness on cysticercosis/taeniosis and epilepsy should be one of the intervention measures for elimination of cysticercosis and epilepsy in Iringa rural district.

HIV and AIDS related knowledge, beliefs and attitudes among rural communities hard to reach in Sudan

Background and Objective: There is a rising concern about Human Immunodeficiency Virus/Acquired Immunodeficiency Syndrome (HIV/AIDS) related knowledge in rural communities of Sudan. This study focuses on determining the extend of knowledge, beliefs, and attitudes about HIV/ AIDS among rural communities difficult to access in the six States of Sudan. Subjects and Methods: Six thousand and one hundred twenty five respondents were interviewed through the method of house-to-house visits. A structured questionnaire was administered by research assistants recruited from the Faculty of Medicine, Khartoum University during a rural residency campaign in six states of Central, Eastern and Northern Sudan during 2008/2009. Results: Of the total interviewees, 48% were aware of the HIV/AIDS risk;46% reported to have good health seeking behaviors for HIV/AIDS. 54.4% of women reported to have better knowledge about the disease than men (45.6%). 38% (2005) had not heard of safety use of condom whereas 16% (320) had used it. Logistic regression revealed that 5.3% of knowledge about the disease was explained by gender, education and religion adjusted over age of the respondents. Conclusions: Mass media were the most common source of information about the existent risk of HIV/AIDS in rural communities. These findings could assist Sudanese National Aids Programme (SNAP), healthcare providers and policymakers to develop informative materials and health education programs to educate rural community is about the risk of HIV/AIDS.

Osteoporosis Health Beliefs, Knowledge and Life Habits among Women in Saudi Arabia

Osteoporosis has been recognized as a major public health problem by healthcare providers in Saudi Arabia. The present study examines the osteoporosis knowledge, health beliefs, and some of the life habits in two different Saudi women’s groups (with family history, and without family history), to find the association of their knowledge and health beliefs with their preventive practice. This is a descriptive cross-sectional study conducted among a convenience sample of 288 young age (20 to 40 years) women attending the health centers in Al-Hassa, Saudi Arabia. Both groups had an inadequate daily calcium intake with a significant difference between them. The women without family history had low mean of knowledge (8.9 ± 2.7) compared with family history group (9.3 ± 2.7) with a significant difference (p = 0.04). Based on the Osteoporosis Health Belief Scale (OHBS) subscale mean score, the perceived susceptibility and perceived severity were lower in women without family history with a significant difference between the groups (p = 0.02, 0.00;respectively). The family history group had lower mean score barriers of calcium intake and exercise with a significant difference between groups (p = 0.017, 0.013;respectively). Statistically significant correlation was found between calcium intake and OHBS subscale perceived susceptibility, perceived severity, perceived benefits of calcium intake and exercise, and perceived barriers of exercise only for the family history group. This study indicates inadequate daily calcium intake, with moderate knowledge of osteoporosis in Saudi women and highlights the need for diet and life habits interventions to improve calcium intake and exercise, which may help to reduce the burden of osteoporosis in Saudi Arabia.

Diet-nutrition-related cancer prevention knowledge and beliefs of Sudanese in Khartoum: A descriptive study

Cancer appears to pose a major threat to the health of the Sudanese population. It is the third leading cause of death in the Sudan after malaria and pneumonia, accounting for 5% of all deaths. In 2005, approximately 22,000 people in the Sudan died from cancer and 17,000 of these people were less than 70 years old. This study was designed to: 1) assess nutrition knowledge and selected dietary beliefs related to cancer in Sudanese residing in Khartoum;2) identify perceived barriers to the adoption of eating behaviors consistent with those recommended for cancer prevention;and 3) describe the food preferences and dietary practices in Sudanese residing in Khartoum. An interviewer-administered questionnaire elicited demographic information, cancer-related food and nutrition knowledge, food preferences, selected dietary beliefs, barriers to healthy eating and food practices from 182 participants between the ages of 18 and 35 years. More than 50% of females and males correctly identified the food lowest in fiber from a given list. Respondents were knowledgeable about the fat content of their traditional foods, but unaware of the different types of fat. Only 8.8% of the respondents thought that consumption of fruits and vegetables reduced cancer risk. Resondents perceived nutritionists as the most reliable source of information about nutrition and cancer, and the media as the best source of information on nutrition and healthy cooking. “Samin”, feta cheese, a variety of stews, “Zalabia”, lean meat, brown bread, sesame oil, dried okra, fried fish, and chicken were described as preferred food items by respondents. Daily salt/ sodium intake was described by 44% and 39% of the male and female respondents, respectively, as “high” (>2400 mg/day). The findings of this study have clear implications for aggressive nutrition education intervention programs with emphasis on the traditional foods of the Sudan.

Belief and Knowledge Reasoning

Alternating-time Temporal Epistemic Logic (ATEL) which is an important kind of multi-agent cooperation logics only takes knowledge into account,but does not deal with belief of agents. By introducing three kinds of belief operators into ATEL,a new multi-agent cooperation logic named ATBKL (Alternating-time Temporal Belief and Knowledge Logic) was developed. A model checking algorithm was proposed. It is proved that the model checking complexity of ATBKL is the same as that of ATEL,i.e.,the presented logic is better for further study of multi-agent systems.

Traditional agroecological knowledge and practices:The drivers and opportunities for adaptation actions in the northern region of Ghana

Agroecological practices are promoted as a more proactive approach than conventional agriculture to achieving a collective global response to climate change and variability while building robust and resilient agricultural systems to meet food needs and protect the integrity of ecosystems.There is relatively limited evidence on the key traditional agroecological knowledge and practices adopted by smallholder farmers,the factors that influence smallholder farmers’decision to adopt these practices,and the opportunities it presents for building resilient agricultural systems.Using a multi-scale mixed method approach,we conducted key informant interviews(n=12),focus group discussions(n=5),and questionnaire surveys(N=220)to explore the traditional agroecological knowledge and practices,the influencing factors,and the opportunities smallholder farmers presented for achieving resilient agricultural systems.Our findings suggest that smallholder farmers employ a suite of traditional agroecological knowledge and practices to enhance food security,combat climate change,and build resilient agricultural systems.The most important traditional agroecological knowledge and practices in the study area comprise cultivating leguminous crops,mixed crop-livestock systems,and crop rotation,with Relative Importance Index(RII)values of 0.710,0.708,and 0.695,respectively.It is reported that the choice of these practices by smallholder farmers is influenced by their own farming experience,access to market,access to local resources,information,and expertise,and the perceived risk of climate change.Moreover,the results further show that improving household food security and nutrition,improving soil quality,control of pest and disease infestation,and support from NonGovernmental Organizations(NGOs)and local authorities are opportunities for smallholder farmers in adopting traditional agroecological knowledge and practices for achieving resilient agricultural systems.The findings call into question the need for stakeholders and policy-makers at all levels to develop capacity and increase the awareness of traditional agroecological knowledge and practices as mechanisms to ensure resilient agricultural systems for sustainable food security.

Mothers’ Knowledge, Beliefs, and Practices on Causes and Prevention of Anaemia in Children Aged 6 - 59 Months: A Case Study at Mkuranga District Hospital, Tanzania

Aims: Anaemia in children aged 6 - 59 months is an important public health problem associated with increasing hospital costs, lengths of hospital stay, and development of complications later in life. Due to the significant caregiver roles of mothers, the level of mothers’ knowledge, beliefs and practices are important in addressing anaemia in children. This study investigated knowledge, attitudes, beliefs, and practices of select mothers on anaemia and linked these with known factors for anaemia. Methodology: The case study was conducted at Mkuranga District Hospital, Paediatric Ward between December 2014 and April 2015. A cross-sectional design was used to recruit a convenience sample of 40 mothers whose children had a confirmed diagnosis of anaemia (through routine laboratory testing). Results: Within the sample, the majority of children were male (52.5%);aged 6 - 39 months (87.5%);and had a diagnosis of severe anaemia (75.0%) according to the World Health Organization’s definition. Over one third (35%) of mothers reported a prior history of anemia in their other children, and the majority (55%) had heard about anaemia prior to their child’s hospitalization. Maternal anaemia was reported by 67.5% of mothers. Mothers reported that maternal anemia (17.5%) and feeding practices (32.5%) are known contributing factors to anaemia in children. Mothers reported that anemia could be prevented (55.0%) and cured by herbal preparations (47.5%). In addition, some mothers indicated that anaemia was caused by witchcraft (22.5%) and eating lemons (2.5%). Conclusion: Severe anaemia was high among the studied population which aligned with their hospitalization status. Findings suggested potential gaps in control and management of anemia in children possibly related to low awareness or incorrect knowledge of the relationship between maternal and child anaemia. The findings also highlighted important cultural beliefs related to anaemia. There is an imperative for culturally and socially appropriate knowledge translation and exchange with mothers in order to impact on the prevention and control of anaemia in children in Tanzania.

Knowledge, Health Beliefs and Screening Status of Prostate Cancer among Middle-Aged and Elderly Men

Purpose: The aim of this study was to examine and evaluate the level of prostate cancer knowledge and health beliefs among middle-aged and elderly men. Methods: In this descriptive study carried out in December 20, 2015 through January 20, 2016, we enrolled 147 men aged 50 - 70 years old. Data were collected by using three questionnairs including knowledge, health beliefs, and screening status of prostate cancer. Results: Our findings showed that only 20.4% of interviewers had experience of digital rectal examination or prostatic specific antigen test for prostate cancer screening. The prostate cancer knowledge was found to be significantly high in prostate cancer examinees compared to non-examinees. The correct answer rate of prostate cancer knowledge was only 44.7% at average. Despite of good perceived seriousness about prostate cancer, the screening rate was only 20.4% and the examinees indicated significantly high perceived sensitivity compared to non-examinees. The level of the perceived barrier was lower in men who had experience in health examination or prostate cancer examination than without experience. Conclusion: The significant factors including age, educational level, income and cancer insurance status need to be considered in nursing education program in order to deliver accurate knowledge about prostate cancer. Also, the effective interventions are necessary to increase sensitivity and reduce barriers of prostate cancer and screening.

Decision Tree and Naive Bayes Algorithm for Classification and Generation of Actionable Knowledge for Direct Marketing

Many companies like credit card, insurance, bank, retail industry require direct marketing. Data mining can help those institutes to set marketing goal. Data mining techniques have good prospects in their target audiences and improve the likelihood of response. In this work we have investigated two data mining techniques: the Naive Bayes and the C4.5 decision tree algorithms. The goal of this work is to predict whether a client will subscribe a term deposit. We also made comparative study of performance of those two algorithms. Publicly available UCI data is used to train and test the performance of the algorithms. Besides, we extract actionable knowledge from decision tree that focuses to take interesting and important decision in business area.

Agglomerative Approach for Identification and Elimination of Web Robots from Web Server Logs to Extract Knowledge about Actual Visitors

In this paper we investigate the effectiveness of ensemble-based learners for web robot session identification from web server logs. We also perform multi fold robot session labeling to improve the performance of learner. We conduct a comparative study for various ensemble methods (Bagging, Boosting, and Voting) with simple classifiers in perspective of classification. We also evaluate the effectiveness of these classifiers (both ensemble and simple) on five different data sets of varying session length. Presently the results of web server log analyzers are not very much reliable because the input log files are highly inflated by sessions of automated web traverse software’s, known as web robots. Presence of web robots access traffic entries in web server log repositories imposes a great challenge to extract any actionable and usable knowledge about browsing behavior of actual visitors. So web robots sessions need accurate and fast detection from web server log repositories to extract knowledge about genuine visitors and to produce correct results of log analyzers.

How knowledge of hepatitis B disease and vaccine influences vaccination practices among parents in Ho Chi Minh City, Vietnam

Objective:To assess the influences of the knowledge of parents about hepatitis B virus(HBV)infection and the benefit of HBV vaccination on the practice of HBV vaccination among children.Methods:A prospective cross-sectional study recruited parents whose children,aged 12-24 months,received HBV vaccination at Commune Health Centers(CHCs)in Ho Chi Minh City from Feb.2016 to Jul.2017.Parents were interviewed using a questionnaire that included 11-item binary knowledge questions and checked their children’s vaccination cards.Results:A total of 768 parents had a mean age of(30.8±5.1)years.The mean knowledge score of the 11-item questions was(7.0±2.4).The knowledge score was positively associated with full and timely HBV vaccination.In addition,children who received complete and timely HBV vaccination were significantly more likely to live in rural areas(Adjusted OR 4.02,95%CI 2.79-5.79,P<0.001).Also,children whose parents received vaccination information from health care providers,and had knowledge about HBV risk,had a higher rate of full and timely HBV vaccination(Adjusted OR 1.60,95%CI 1.13-2.29,and Adjusted OR 1.47,95%CI 1.01-2.13,P all<0.05).Conclusions:Parents possessed a great deal of incorrect knowledge about HBV.More health education from health care providers should target parents living in specific locations and focus on the benefits of HBV vaccine.

Multi-action-based approach for constructing knowledge map

To alleviate the information overload in the product design process,this work proposes a multiaction-based method for constructing knowledge map. Since the relationships of knowledge are implicit in the collected user activities,the method calculates the similarity according to the collected user activities.Three concepts,including knowledge,action and user,are explained first. Based on this,the similarity calculation method is illustrated in detail. The dependencies of actions and relations of the user are considered in the calculation method. Further,the approach of applying the constructed knowledge map to alleviate information overload is proposed. At last,the proposed method is validated by a knowledge search and result comparison experiment.

Is Knowledge Power?

Francis Bacon’s famous quote“knowledge is power,”has long been misunderstood,for his real intention was precisely to make humankind aware of the limitations of knowledge.His concept of potestas(power)is not about conquest,but about action,aiming to clarify the nature of knowledge,to get rid of the empty and shallow contemplation of antiquity,and thus to bring the spirit of the real world back to the earth,as Socrates did.Bacon emphasized the unity of knowledge and action while valuing action over knowledge.Nature in Bacon’s time was no longer sacred and was degraded to a poor substance that revealed its secrets after being tortured by scientific technology.As a result,natural teleology was completely abandoned.Bacon put man in increasing tension with nature,heralding Kant’s argument that human reason prescribed lawfulness to nature.But Bacon,after all,lived in an era not far from antiquity,so he agreed the limitations of knowledge and action and considered technology to be a labyrinth prone to divest one’s identity.Bacon thought that knowledge could be venom that made humankind swell,and the antidote was charity.Bacon’s quote is not so much an encouragement to take from nature as it is a way to learn from nature and to take a practical approach to happiness.

A Health State Prediction Model Based on Belief Rule Base and LSTM for Complex Systems

In industrial production and engineering operations,the health state of complex systems is critical,and predicting it can ensure normal operation.Complex systems have many monitoring indicators,complex coupling structures,non-linear and time-varying characteristics,so it is a challenge to establish a reliable prediction model.The belief rule base(BRB)can fuse observed data and expert knowledge to establish a nonlinear relationship between input and output and has well modeling capabilities.Since each indicator of the complex system can reflect the health state to some extent,the BRB is built based on the causal relationship between system indicators and the health state to achieve the prediction.A health state prediction model based on BRB and long short term memory for complex systems is proposed in this paper.Firstly,the LSTMis introduced to predict the trend of the indicators in the system.Secondly,the Density Peak Clustering(DPC)algorithmis used todetermine referential values of indicators for BRB,which effectively offset the lack of expert knowledge.Then,the predicted values and expert knowledge are fused to construct BRB to predict the health state of the systems by inference.Finally,the effectiveness of the model is verified by a case study of a certain vehicle hydraulic pump.

Transition clinic attendance is associated with improved beliefs and attitudes toward medicine in patients with inflammatory bowel disease

To evaluated the differences in knowledge, adherence, attitudes, and beliefs about medicine in adolescents with inflammatory bowel disease (IBD) attending transition clinics. METHODSWe prospectively enrolled patients from July 2012 to June 2013. All adolescents who attended a tertiary-centre-based dedicated IBD transition clinic were invited to participate. Adolescent controls were recruited from university-affiliated gastroenterology offices. Participants completed questionnaires about their disease and reported adherence to prescribed therapy. Beliefs in Medicine Questionnaire was used to evaluate patients’ attitudes and beliefs. Beliefs of medication overuse, harm, necessity and concerns were rated on a Likert scale. Based on necessity and concern ratings, attitudes were then characterized as accepting, ambivalent, skeptical and indifferent. RESULTSOne hundred and twelve adolescents were included and 59 attended transition clinics. Self-reported adherence rates were poor, with only 67.4% and 56.8% of patients on any IBD medication were adherent in the transition and control groups, respectively. Adolescents in the transition cohort held significantly stronger beliefs that medications were necessary (P = 0.0035). Approximately 20% of adolescents in both cohorts had accepting attitudes toward their prescribed medicine. However, compared to the control group, adolescents in the transition cohort were less skeptical of (6.8% vs 20.8%) and more ambivalent (61% vs 34%) (OR = 0.15; 95%CI: 0.03-0.75; P = 0.02) to treatment. CONCLUSIONAttendance at dedicated transition clinics was associated with differences in attitudes in adolescents with IBD.