In 1916 Robert Frost published his famous poem, "The Road Not Taken," in which he muses about what might have been had he chosen a different path, made a different choice. While counterfactual arguments in general can often lead to vacuous nowheres, frequently in statistics the data that are not presented actually exist, in a sense,…

In 2007, I embarked on a PhD study to explore diverse students' experiences, representations and understandings of personal development and personal development planning at one British university. The timing of this project was critical because universities were charged with a responsibility to provide opportunities for students to engage with…

This commentary reflects on the contributions to learning analytics and theory by a paper that describes how multiple theoretical frameworks were woven together to inform the creation of a new, automated discourse analysis tool. The commentary highlights the contributions of the original paper, provides some alternative approaches, and touches on…

When laws change the rules of the game, it is important to observe the effects on the players' behavior. Some effects can be anticipated while others are difficult to enunciate before the law comes into force. In this paper we have analyzed articles authored by Spanish accounting academics between 1996 and 2005 to assess the impact of a change in…

This paper describes theory-led design as a way of developing novel tools for learning analytics (LA). It focuses upon the domain of automated discourse analysis (ADA) of group learning activities to help an instructor to orchestrate online groups in real-time. The paper outlines the literature on the development of LA tools within the domain of…

This paper challenges the neglect of psychotherapeutic methods in therapy research and discusses the use of methods arising directly from therapy practice to generate research data. Recent developments in therapy research culture are critiqued in order to contextualise the present contribution. The research design and methodology evolve from the…

A study of Jerusalem schools used three statistical procedures to assess teachers' perceived policy alignment among three organizational levels (teachers, schools, and the Israel Ministry of Education). Results show close connections between teachers' own policies and those they impute to schools but not those imputed to the IMOE. Findings support…

Theory behind modern evaluative bibliometric techniques is reviewed at three levels: (1) policy application; (2) strategic analysis; and (3) tactical analysis. New techniques developed at each level and limitations of each approach are discussed. At all levels, the process begins with assembling data and then moves to a data-based evaluation. (SLD)

This report, which is based primarily on figures released by the Organisation for Economic Cooperation and Development (OECD), reviews the indicators available for international comparisons of vocational education and training (VET) to clarify the following issues: the kinds of comparability problems that exit, their extent and severity, their…