This study explores dissatisfaction and neutrality metrics from 12 years of a national-level undergraduate student survey. The notion of dissatisfaction is much less prevalent in the narratives surrounding student survey outcomes, and the underpinning metrics are seldom considered. This is despite an increasingly vociferous debate about…

The aim of this paper is to foreground network analysis as a statistical lens through which higher education institutions can articulate their own process of striving for teaching excellence, and how it is constituted in their own contexts. The paper offers an approach to analysis that extends the frontiers of methodologies in 'measurement' of…

Arbitrary placing cut-offs in data, i.e. binning, is recognised as poor statistical practice. We explore the consequences of using arbitrary cut-offs in two large datasets, the National Student Survey (2019 and 2022). These are nationwide surveys aimed at capturing student satisfaction amongst UK undergraduates. For these survey data, it is common…

Measures of student satisfaction are commonly used to compare universities. Student satisfaction with higher education institutions in the UK is assessed yearly using the National Student Survey (NSS). The most recent revision of the NSS suggests that the satisfaction questions form eight different subscales. The aim of this research was to…

The number of students with special educational needs (SEN) is growing rapidly. This study compared the correlations between the share of students identified with SEN and student diversity (socioeconomic status and ethnicity) at the school level in three countries. We used the principal questionnaire from the 2018 Teaching and Learning…

The increasing prominence of neoliberal agendas in international higher education has led to greater weight being ascribed to student satisfaction, and the national surveys through which students evaluate courses of study. In this article, we focus on the evaluation of feedback processes. Rather than the transmission of information from teacher to…

Linking survey and social media data has gained popularity. However, obtaining consent from respondents to link social media is a known challenge. Using data from a nationally representative survey of the U.K. this study investigated whether respondents' a) activity frequency, b) activity variety and c) technical skills with smartphones are…

The revamp of the National Student Survey (NSS) has led to the elimination of the final 'overall satisfaction' question for Higher Education Institutions in England. This paper develops an index approach that can effectively summarise student satisfaction, utilising a 'fuzzy poverty' methodology that assigns weights to dissatisfaction outcomes…

This study explores the relationship between satisfaction and engagement survey items through an institutionally based survey, drawing on the two largest higher education student experience surveys in the world. The UK-based National Student Survey (NSS) was designed to inform student choice and drive competition and the US-based National Survey…

Despite the evidence of the benefits of improvisation in instrumental teaching, research indicates that many piano teachers do not include it in their lessons. The purpose of this study was to investigate the influences on piano teachers' pedagogy to determine what factors impacted the teaching of improvisation. A total of 117 UK-based piano…

This paper reports the key findings from two student surveys undertaken at our institution in the academic years 2020-21 and 2021-22. The research was based on the Bretag et al. (2018) student survey undertaken in various Australian universities. After discussions with both Bretag and Harper, we adapted the questions to our context -- a Russell…

Background: Talking therapy for people with intellectual disabilities is often specifically adapted. One adaptation is the involvement of significant others in therapy, however, there is no systematic description of the use of this adaptation in routine clinical practice. Method: An online survey of UK psychologists regarding the inclusion of…

Instructional quality is associated with better academic outcomes for students. This study aimed to investigate how teachers' job satisfaction was associated with clarity of instruction and cognitive activation as measures of instructional quality. In addition, we investigated whether this association between teachers' job satisfaction and…

The Annual Literacy Survey is a survey for teachers and other school staff, asking about their attitudes to literacy as a whole, as well as reading, writing and speaking and listening. There were responses from 1,535 teachers from across primary, secondary and other settings. As outlined in report, the survey particularly interested in how this…

Plant identification is a skill that takes years to hone and develop, yet it is important in understanding diversity in biology while in school. This is highlighted when studying ecological succession in A-level biology where students are often unable to notice the different species, which leads to the production of poor-quality data, potentially…