The study aimed to analyze the effect on institutional performance of lecturer satisfaction with data extraction techniques. The solution is the technique of Naive Bayes, where data is obtained through interviews and questionnaires conducted in one of the private institutions in the north-sumatra of Medan. The evaluation criteria are readiness, compassion, reliability and accountability. The tests indicate that the level of accuracy is 85.48% with 81.08% precision, and 93.75% recall value. The Naïve Bayes method can also be recommended to predict the degree of satisfaction of the lecturer with institutional performance based on the results of tests using fast miner software.
This research was conducted to explain the partial or simultaneous influence of competence, motivation, and communication variables on the performance of the Medan District Court's employees. The total population used was 65 respondents who worked at the Medan District Court Office which was taken using a questionnaire that was used as a data collection method in this study. Where using multiple linear regression analysis and the results of the analysis show that there is a simultaneous significant effect between the three variables, and a partially significant influence between the variables of competence, motivation, and communication on the performance of Medan District Court employees.
The role of HR is increasing is important when viewed from the supply and demand side of the labor market, where human capital is the level of compatibility between demand and supply of labor with the quality and quantity of HR itself. Therefore, this study aims to determine the effect of individual characteristics and work environment on employee motivation and performance, and to determine the effect of employee motivation intervening on individual characteristics and work environment on performance. This study uses quantitative methods with the aim of testing hypotheses with the object of this research being all employees of PT. Merapi Utama Pharma Medan Branch, which is located at Jalan Tapian Nauli Pasar 1 No. 5 districts. Sunggal, Kel. Medan Sunggal, Medan 20138 with 76 employees consisting of marketing staff and administrative staff. This company is engaged in pharmaceutical wholesalers whose products are in the form of services in the distribution of medical devices, medicines, infusion fluids and equipment, as well as health food. PT. Merapi Utama Pharma distributes goods from the company or commonly called Principal to hospitals, pharmacies, outlets, supermarkets and mini markets. The data collection technique used a census because the total population was only 76 people. Hypothesis testing using path analysis. The results showed that individual characteristics had a significant effect on employee motivation and performance, the work environment had a significant effect on employee motivation but had no significant effect on performance. The test results show that employee motivation variables mediate the effect of individual characteristics and work environment on performance. This study updates the motivation variable as an intervening variable between individual characteristics variables, performance variables, research locations, and variable relationship models. The limitations of this study include the number of samples which are only 76 subjectivities. In addition, the re-examination should be conducted again in a different place with a larger sample.
The research objective is to analyze the Blue Oceans Strategy method approach to improve strategy development for the Small and Medium Bamboo Industry in Binjai City. Woven crafts are one of the most abundant businesses in the SME sector, both rattan and bamboo handicrafts have dominated the activities of SMEs in Binjai City. The woven crafts are spread in 5 (five) sub-districts in Binjai City. Their business has grown more than 15 years ago, they have participated in many exhibitions or workshops outside the city to national. The fluctuating development of woven crafts is due to the large demand for woven bamboo and rattan goods. The data processing and analysis method used was through a post-positivism research approach, namely qualitative research. The method of analysis in this study uses a Structural Equation Modeling (SEM) approach, in forming a strategy for developing SMEs and Bamboo cooperatives with the ocean strategy and blue ocean strategy models in Binjai City. The competitive strategy used by the Small and Medium Shell Industry in Binjai City at this time is to identify competitive factors in the industry which consist of product uniqueness, a touch of art, done in detail, proximity to sources of raw materials, strategic location, availability of labor, Creativity, Prices are not fixed on market prices, Can be used as souvenirs, Skills and skills of employees, Attractiveness and impact after participating in exhibitions, Sensitivity to market choices, Organizational commitment, Work environment, Availability of online order facilities, Experience and managerial skills, Product orders completed on time.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.