Articles

Undoubtedly, HIV/AIDS menace has been a major source of concern to everyone, particularly, the people of Lower Manya Krobo Municipality (LMKM) as the area has always recorded a higher rate of infections compared with other districts in Ghana. Against this backdrop, the study sought to assess the HIV/AIDS knowledge of Senior High School students in the Lower Manya Krobo Municipality of the Eastern Region of Ghana. To obtain the respondents, a simple random sampling technique was adopted to select 300 students, comprising 120 boys and 180 girls proportionately selected from the four public Senior High Schools in the Municipality. A-37 item questionnaire adapted from Wanjiru Helen Wairimu was used for the data collection. The obtained data were analysed using descriptive statistics (means, standard deviations, frequencies, and percentages). The study found that the majority of the senior high school students in the LMKM of Ghana have high knowledge about HIV/AIDS through several available sources within their domain. However, it was again found out that HIV/AIDS knowledge they have does not have much impact and influence on their sexual behaviour. Several recommendations were suggested which include; the fact that the Ministry of Health in collaboration with other important educational agencies should intensify sex education to students and the community members in order to strengthen their awareness of HIV/AIDS.

In modern times, a lot of light has been thrown on Information literacy by empirical studies due to its significant role in facilitating access to information and use as well as lifetime learning. It is one of the main factors responsible for the information explosion and a key determining factor for students’ success in academics. The study gauged students’ attitudes on the IL programmes of the University for Development Studies (UDS) using both qualitative and quantitative research approaches. The study discovered that students did not consider the library as a source of academic knowledge and information since their frequency of visiting was low. The study also showed that 43.1% of the respondents go to the library at least once a week while the majority (56.9%) of the respondents either visited the library once a month or not at all. Early Childhood and Basic Education, Development Education, Social Change Communication and Renewable Natural Resources, are the courses pursued by those who utilized the library every day. Alternatively, no student pursuing B. Ed Business Studies made use of the library daily and 48.6% of them did not enter the library at all. The majority (58%) of the respondents had not been oriented on the use of the library. It was realized that 49.8% were knowledgeable of the fact that electronic resources are available in the library. The remaining (50.2%) did not have any knowledge of electronic resources in the library and were unlikely to make use of them. The utilization of electronic resources also varied according to programmes of study. Students who had comparatively higher access to such resources were pursuing Early Childhood and Basic Education. The study also realized that students’ interest in participating in Information Literacy programmes in the university increased and this increased the quality of their information literacy skills. With their awareness and know-how in information literacy, they can use the internet to retrieve the necessary information for academic work. The study makes some recommendations, Principals and Deans should coordinate to organize more Information Literacy Programmes, increased staff participation in the teaching of the IL Programmes and lastly, implementation of Academic Board pronouncements on the IL Programme. This will go a long way to improve access and enhance the use of information in the university.

The purpose of this research is: 1. To determine the description of emotional intelligent and leadership style in the Integrated Service Unit (UPT) Regional Revenue Management in Pematangsiantar. 2. To determine the influence of emotional intelligent to leadeship style in the Integrated Service Unit (UPT) Regional Revenue Management in Pematangsiantar. The research uses literature research design and field research. The population in this study were all administrative employee at in the Integrated Service Unit (UPT) Regional Revenue Management in Pematangsiantar, emounted to 42 employees. The type of data used are qualitative data and quantitative data. Sources of data used are primary and secondary. The data were collected through questionnaries, interviews and documentation. Test of instrument used with validity test and reliability test. The analysis technique used are normality test, qualitative descriptive analysis and quantitative descriptive analysis. The result of this study can be summarized as follows: 1. Emotional intelligent and leadership style are good. 2. Emotional intelligent have positive effect on leadership style. 3. Emotional intelligent heve moderately corelation with leadership style then the level of leadership style can be explained by emotional intelligent. 4. H0 is rejected, meaning that emotional intelligent has positive and significantly to leadership style. The suggestions of this research are: 1. To make leadership style, the leaders should be provided opportunities for employee to be more independently in making decisions both individually or in grups. 2. To enhance emotional intelligent, the leaders should record data of employee to know their skill, knowledge or work experience

Predictive modeling, supported by machine learning technology, aims to analyze data in order to guide decision-making towards actions generating desired values in the future. It encompasses the set of techniques used to build models that estimate the value of a certain variable predicting a forthcoming event from the past or current values of relevant attributes. In predictive healthcare modeling, the built models represent the relationship among the data concerning customer, provider, production, and other aspects of the healthcare environment in order to assist the decision processes in the prevention of diseases and in the planning of preventive actions by detection of high-risk patients. Contrary to trend analysis, whose goal is to describe past events, predictive models aim to provide useful indications regarding future events and changes. Predictive healthcare modeling supports actions that try to prevent the manifestation of diseases in healthy individuals or try to diagnose as early as possible the incidence of a disease in patients at risk. A sound predictive analysis encompasses not only the model-training task, but also the aspects of data quality, preprocessing, and fusion during its entire implementation lifecycle to ensure appropriate input data preparation. The robustness of the predictive model and its results depends highly on data quality. Due to the variety of data sources in healthcare environments, it becomes essential to use preprocessing in order to remove noise and inconsistencies. The increasing number of endorsable data exchange standards makes each data exchange achievable, but it demands the implementation of a data-governance program. In addition, the influence of the hospital-database architect on the architecture of an early-diagnosis model is important to guarantee appropriate input-formatting modularity.