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Mwakondo FM, Muchemi L, Omwenga EI. "Trends towards Predictive Mapping of Graduate’s Skills to Industry Roles: A case Study of Software Engineering." British Journal of Education, Society & Behavioural Science. 2016;18(1). AbstractFull Text Link

The main focus in training evaluation is not only to determine whether training objectives were achieved but also how to improve evaluation so as to enhance both employability of graduates and performance in the job. This is in response to challe nges facing not only graduates in choosing industry jobs that befit their skills, but also employers in selecting graduates whose skills match to their needs. Problem solving is one of the skills acquired during training by graduates and strongly sought fo r by employers during evaluation to promote performance in the job. This paper presents a model for evaluating graduates’ by mapping their problem solving skills to industry jobs ’ competence requirements and the potential of using machine learning techniqu es to train the model in predicting suitable industry jobs for new graduates from college . The paper outlines challenges facing both graduates and industry in selecting industry jobs and skilled graduates respectively, highlight s trends , methods , and gaps in skill evaluation and prediction. A brief discussion is made of key strategies in skill evaluation and prediction that need to be undertaken and evaluation theories behind the key variables of the proposed model.

Omwenga EI. Text-Based Productivity Tools.. African Virtual University Open Educational Resources. AVU; 2011.AVU
Otieno I, Omwenga EI. "Towards the Development of a Citizen-Centric Framework for Evaluating the Impact of E-government: A Case Study of Developing Countries." Journal of Emerging Trends in Computing and Information Sciences. 2016;7(3):147-153. Abstractjournal_vol7no3_4_citizencentricframework_io_eio.pdfJournal website

E-government has emerged as one of the innovative ways of providing information and delivering services to citizens. It is providing governments with new opportunities of bringing services closer to the citizen in cost-effective, efficient and transparent ways. In spite of the implementation of e-government, there is little research that has been conducted in the context of developing countries to benchmark and appraise the impact of e-government on the target groups. Assessment of impact is important to justify public fund expenditure and inform future projects. Most studies on assessment of e-government have been done in developed countries where the context is different from that of developing countries. Therefore, there is need to develop frameworks that are suitable in the context of developing countries.Studies on assessing impact have been done at macro, meso and micro levels. These studies are largely based on supply-side and a few on demand-sides with little focus on outcomes and impact. In this paper, we perform an analysis of various proposed e-government assessment frameworks with the aim of identifying and recommending the adoption of a framework that is suitable in the context of a developing country. We propose the adoption of a hybrid framework that amalgamates the frameworks proposed earlier due to their contextual suitability and citizen-centric approach. This is an exploratory study that lays foundation for further research in the development of an appropriate framework using the proposed approach.
Keywords: E-government, impact, evaluation, developing countries, citizen-centric

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