ABSTRACT

Analysing Student Feedback in Higher Education provides an in-depth analysis of ‘mining’ student feedback that goes beyond numerical measures of student satisfaction or engagement. By including authentic student voices for understanding the student experience, this book will inform strategies for quality improvement in higher education globally.

With contributions, representing an international community of academics, educational developers, institutional data analysts and student-researchers, this book reflects on the role of computer-aided text analysis in gaining insight of student views. The chapters explore the applications of text-mining in different forms, these include varied institutional contexts, using a range of instruments and pursuing different institutional aims and objectives. Contributors provide insights enabled by computer-aided analysis in distilling the student voice and turning large volumes of data into useful information and knowledge to inform actions. Practical tips and core principles are explored to assist academic institutions when embarking on analysing qualitative student feedback.

Written for a wide audience, Analysing Student Feedback in Higher Education provides those making informed decisions about how to approach analyses of large volumes of student narratives, with the benefit of learning from the experiences of those who already started treading this path. It enables academic developers, institutional researchers, academics, and administrators to see how bringing text mining to their institutions can help them in better understanding and using the student voice to improve practice.

chapter 1|15 pages

Discovering student experience

Beyond numbers through words

part I|51 pages

Exploring collective student voice

chapter 2|18 pages

Automating insights

Analysing the National Student Survey data using NVivo

chapter 3|14 pages

You articulate, we implement

Adding constructive feedback coaching and automated text analysis in the course evaluation loop

part II|50 pages

Listening to diversity of student voices

chapter 6|17 pages

Can you hear me now?

Unmuting diverse student voices in Irish higher education

chapter 7|17 pages

One voice?

Investigating diversity in written student feedback

part III|45 pages

Looking across the student journey

chapter 9|16 pages

Mining employability narratives

From semantic analysis to institutional strategy

chapter 10|15 pages

Accessing the student voice

Australia's CEQuery project