Advances in Information Technology (IT) and computer science have without a doubt had a significant impact on our daily lives. The past few decades have witnessed the advancement of IT enabled processes in generating actionable insights in various fields, encouraging research based applications of modern Data Science methods. Among many other…

This metadata-based literature study provides a comprehensive mapping of China's music education by analysing 3,257 Chinese research articles published during 2007-2019. The selection of the articles is based on careful inspections of the China National Knowledge Infrastructure (CNKI) database and rigorous coding of literature attributes. The…

Analysis of programming process data has become popular in computing education research and educational data mining in the last decade. This type of data is quantitative, often of high temporal resolution, and it can be collected non-intrusively while the student is in a natural setting. Many levels of granularity can be obtained, such as…

This article examines the role of social media metadata in conducting studies of professional development in social media spaces. It traces the brief history of research surrounding social media spaces, noting the lack of research that drills into social media metadata in research on professional development. Framed through a software studies…

This study delves into 169 social studies doctoral dissertations published from January 2012 to October 2015. The results of the included studies were qualitatively synthesized and presented in narrative form in the results section. In preliminary searching for systematic reviews concerning social studies, we concentrated on 169 doctoral…

Net Promoter System (NPS) is well known as an evaluation measure of the growth engine of big companies in the business area. The ultimate goal of my research is to build an action rules and meta-actions based recommender system for improving NPS scores of 34 companies (clients) dealing with similar businesses in the US and Canada. With the given…

The Academic Pathway Study (APS) research program within National Science Foundation (NSF) Center for Advancement of Engineering Education (CAEE) ran from 2003-2010. It amassed a collection of longitudinal as well as cross-sectional data sets, of varying research method types and formats, from four different primary cohorts that included over…

Replication research is essential to scientific knowledge. Reviews of replication studies often electronically search for "replicat*" as a textword, which does not identify studies that replicate previous research but do not self-identify as such. We examined whether the 83 intervention studies published in six non-categorical research…

In this study the authors analyzed articles published in the "Journal of Distance Education" from 2003-2012. They analyzed the frequency of author-provided keywords and common abstract phrases, type and frequency of authorship, the type of research method employed, and the number of citations the journal and specific articles received.…

Researchers' responsibilities towards their research data are changing across all domains of social scientific endeavour. Government, funders and publishers expect greater transparency of, open access to, and re-use of research data, and fears over data loss call for more robust information security practices. Researchers must develop, enhance and…

What methods do graduate students take up for their dissertation projects? This article shares findings from distant reading of 2,711 abstracts, suggesting that humanist approaches predominate within the Consortium of Doctoral Programs in Rhetoric and Composition, but not without some methodological pluralism. A large number of studies outside the…

Action Research (AR) is becoming popular in the field of education, and according to literature, it could be stated that AR studies have positive influence on practice in education. The present study aims at conducting content analysis of action research (AR) master theses and doctoral dissertations submitted at the level of Turkish higher…

In this study, the authors examined the journal "Cognition and Instruction" to discover trends from the past decade (2003-2012). They looked at trends in article topics, research methods, authorship, and article citations by analyzing keyword frequencies, performing phrase counts of article abstracts, classifying studies according to…

In this study, the authors examined the journal "Computers & Education" to discover research trends in the articles published during 2002-2011. Research articles were analyzed to determine trends in the research methods and types of articles published, as well as the key topics published, top authors, and some of the most-cited…

The authors analyzed all research articles published between 2002 and 2011 in the international journal "Instructional Science," with a goal to provide an understanding of the type of research being published in this journal, major contributing authors, and the most-cited publications of this time period. They examined research…