• The Journal of Asian Finance, Economics and Business
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• v.8 no.8
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• pp.613-624
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• 2021

The use of social networking sites (SNS) for e-recruitment has shifted the focus away from traditional hiring and selection processes. They are commonly used in the search and acquisition of new employees and are projected to expand in the near future as an e-recruitment tool. However, there is a lack of material on SNS and their impact on an employers' intention to use these sites for e-recruitment, in the context of Malaysia. Hence, there is an acute necessity for research on the extent that the features of SNS can influence the employers' intention to use SNS for e-recruitment and to know how to keep utilizing the platform for future e-recruitment. This study aims to identify the key features of SNS that lead to employers' intention to use SNS for e-recruitment in Malaysia. In this cross-sectional study, random sampling was utilized to obtain data from 198 recruitment professionals using online survey. The findings show that data quality, reliability, networking spectrum and simplicity of navigation of SNS are the key predicting factors for intention to use SNS for e-recruitment. Therefore, employers should acknowledge these key features of SNS to achieve their e-recruitment goals.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.19 no.12
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• pp.471-479
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• 2018

This research examines the sustainable mutual growth of academia and industry regarding human resource cultivation and recruitment of local communities. at the beginning of regularized survival competitions and university innovations according to University Basic Competence Evaluations and etc., This research considers the substantive effect of educational resources of universities on recruitment rates in the pursuit of enhancing university-industry cooperation. Therefore, to identify factors of recruitment rates, we employ a university-wise index based on a quantitative index of educational resources of universities. Regarding study methods, set-up and verification of hypothesis, empirical analysis, descriptive statistics analysis, and correlation analysis are used to identify the correlation between dependent variables and independent variables based on the three sub-indexes of open records at Higher Education including educational environments, educational finances, and research achievements. Implications were derived from multiple regression analysis results regarding education conditions and recruitment rates, educational finances and recruitment rates, and research achievement and recruitment rates. This research can be extended to predict regional university recruitment rates with empirical analysis considering regional characteristics.

• Communications for Statistical Applications and Methods
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• v.25 no.5
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• pp.501-512
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• 2018

We propose Sequential Patient Recruitment Monitoring (SPRM), a new monitoring procedure for patient recruitment in a clinical trial. Based on the sequential probability ratio test using improved stopping boundaries by Woodroofe, the method allows for continuous monitoring of the rate of enrollment. It gives an early warning when the recruitment is unlikely to achieve the target enrollment. The packet data approach combined with the Central Limit Theorem makes the method robust to the distribution of the recruitment entry pattern. A straightforward application of the counting process framework can be used to estimate the probability to achieve the target enrollment under the assumption that the current trend continues. The required extension of the recruitment period can also be derived for a given confidence level. SPRM is a new, continuous patient recruitment monitoring tool that provides an opportunity for corrective action in a timely manner. It is suitable for the modern, centralized data management environment and requires minimal effort to maintain. We illustrate this method using real data from two well-known, multicenter, phase III clinical trials.

• Hwankyungkyoyuk
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• v.17 no.2
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• pp.10-25
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• 2004

This study aims to standardize and analyze the environmental teacher recruitment examination for secondary school. To achieve the purpose, the environmental teacher recruitment examinations, which were carried out for five times through the school year 2000 to 2004, were compared and analyzed. And then, based on the above analyses, we presented ‘the plan of standardization for the environmental teacher recruitment examination in secondary school.’ In addition, the propriety, reliance, and realistic suitability of the plan were confirmed by professors of environmental education department in universities, environmental education professionals, and environmental teachers in secondary school. By presenting ‘the plan of standardization for the environmental teacher recruitment examination in secondary school’ in this study, we expect that the curriculum design and management of environmental education teacher training universities can be standardized and improved, and that the teacher who have expert qualities in environment education is reasonably selected by the environmental teacher recruitment examination.

• The Journal of Korean Physical Therapy
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• v.21 no.1
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• pp.57-63
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• 2009

Purpose: We determined the recruitment pattern of lumbar elector spinalis, gluteus maxims, inner and outer hamstring muscle during trunk flexion and extension. Methods: Thirty healthy subjects(male; 15, female; 15) without low back pain and other problems in lower extremities participated in this study. To measure the recruitment pattern, the onset times of electromyographic activity of the muscles were recorded during trunk flexion and return(extension) to standing position. Results: The medial and lateral hamstring muscle was activated first, next elector spinalis, the last, gluteus maximus in trunk flexion. In trunk extension to standing position, the order of recruitment was similar to trunk flexion although the frequency is different. There were different between male and female in flexion and extension movement. Conclusion: The recruitment order of lumbar extensor and hip extensors in trunk flexion and extension will provide database in evaluation and intervention of lower back pain and lumbo.pelvic rhythm disorder.

• Korea Journal of Hospital Management
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• v.14 no.2
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• pp.41-59
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• 2009

Modern job seekers often visit recruitment web-site for employment. Recruiting on the Internet is one of the fastest-growing recruitment methods. But there was not research about Internet recruitment in health care labor market. The purpose of this study is to research the actual conditions of hospital recruitment by using internet homepage of Korea College of Hospital Administrators(KCHA). Data were collected from 399 iob posting and job seeker's interest in Internet homepage of KCHA. This study analyzed the research model using data mining method. This study shows that the frequency of job posting and job seeker's interest depend upon a season. The result of this study indicates that there is necessity to present the various and specific employment conditions. As the recruitment becomes job seeker-centered in other industry labor market, it is also recommended in the health labor market. Therefore a job posting should provide a salary range and emphasize competitive benefits for job seekers in the health labor market.

• The Journal of the Korea Contents Association
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• v.13 no.6
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• pp.187-193
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• 2013

Execution method of the police is mostly made of human resources (police officers). In such aspect, the recruitment of proper person should be dealt with the much significance. Related to this, recruiting all police officers by open employment is not actually possible. As the society today gets complicated, using of special recruitment gets more important and professionalism of policing also gets significant. Related to this, as in particular, modern police orients a same paradigm with community policing, special recruitment of those who graduated police administration department can be a strategy for achieving the purpose of police in a time that the understanding to policing of human resources of police is needed. Therefore, this article searched the plan to improve post-recruitment system for actively using human resources graduated police administration department. These plans are: First, to remove the restriction of opportunity by adjusting examination date of open & special recruitments; Second, to suggest the extension of examination courses through additional organization of optional courses; Finally, to suggest the increase of recruiting numbers in special recruitment graduated police administration department.

• Journal of the Society of Disaster Information
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• v.12 no.3
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• pp.219-227
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• 2016

This study has to improve the recruitment of Private Police Guards. Secure fairness on recruitment of Private Police Guards has secure excellent Private Police Guards. Under the request of requesting entity, private police guards perform police tasks at the relevant area. Recruitment takes a pivotal role because they take unusual characteristics as they perform police duties at key national institutions, unlike private security. However, problems have continuously arouse due to issues like closed recruitment, interview-based recruitment, and composition of interviewers. Accordingly, this research suggested arranging mandatory regulation to recruit publically, adaptation of physical or written exams in view of characteristics of guarding facilities, and obligating external members when consisting interviewers as solutions.

• International Journal of Knowledge Content Development & Technology
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• v.12 no.2
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• pp.29-40
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• 2022

The study investigated the challenges of recruitment and selection process of librarians in federal university libraries in South-South, Nigeria. The study adopted a descriptive survey. The population of the study consists of 108 librarians. 95 copies of the questionnaire were filled and returned. The questionnaire was used in collecting data. The overall reliability of the instrument yielded 0.95 with the use of Cronbach Alpha Coefficient. Standard deviation and mean was used to generate the data that was gathered. The rating scale of 4 points was subjected to an estimation procedure using SPSS version 17.0. A mean score of 2.5 and above on any item was accepted. The findings revealed that the librarians identified the challenges to include ethnicity influence; favouritisms; recruitment based on godfatherism; dwindling budgetary allocation. The librarians also identified some of the strategies to include performance at interview as benchmark; equity and fairness as benchmark; recruitment should be done according to relevant discipline; and having channels for reporting cases of corruption during recruitment. Based on the above findings the study recommended among others that recruitment and selection of qualified librarians should be done according to the laid down procedures.

• Smart Media Journal
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• v.12 no.2
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• pp.36-41
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• 2023

With the advent of applicant tracking systems, online recruitment has become more popular, and recruitment fraud has become a serious problem. This research aims to develop a reliable model to detect recruitment fraud in online recruitment environments to reduce cost losses and enhance privacy. The main contribution of this paper is to provide an automated methodology that leverages insights gained from exploratory analysis of data to distinguish which job postings are fraudulent and which are legitimate. Using EMSCAD, a recruitment fraud dataset provided by Kaggle, we trained and evaluated various single-classifier and ensemble-classifier-based machine learning models, and found that the ensemble classifier, the random forest classifier, performed best with an accuracy of 98.67% and an F1 score of 0.81.