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…

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…

Although student engagement has been a widely researched area known to improve student learning and a topic of scholarly debate for many decades now, this has yet to be the case in Azerbaijan. Data from the National Survey of Student Engagement, conducted among 433 undergraduate students of the 18-23 age range (M = 21.37, SD = 1.43) at eight…

The objective of this study of student-consumers in higher education is to investigate the direct influence of student choice factors on student expectations. The mediating role of perceptions of employability in the relationship between costs of study (fees) and student satisfaction, and the outcome variable of students' recommendations, is…

Objective: This study examined acculturation with positive alcohol expectancies (PAE) and alcohol use intentions among college-bound Latinas using a bidimensional (ie U.S. acculturation/enculturation) and bidomain (ie behaviors/values) acculturation framework. Participants: A total of 298 Latina young adults between 18 and 20 years old were…

This study, conducted at a private STEM university in the Southeastern United States, presents a series of qualitative and quantitative data validating the Critical Teaching Behaviors Midterm Feedback Instrument (CTB-MFI). The instrument's validity and reliability were tested through a mixed-methods approach involving faculty surveys, statistical…

Educators and researchers often use research-based assessments before and after instruction to measure the efficacy of courses. Limited resources exist for interpreting assessment results, particularly for attitudinal surveys. We present analyses and representations created with data from 192 introductory physics courses that educators and…

Understanding the educational aspirations of diverse groups among statistics majors provides insight into the discipline of statistics. This study utilizes multi-institution data from the 2019 and 2020 administrations of the National Survey of Student Engagement (NSSE) to explore educational aspirations for statistics majors through comparisons to…

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…

This study examines the relationship of undergraduate research (UGR) participation on senior students' reported engagement, perceived gains, satisfaction with their educational experience and retention, and graduation status compared to peers that have not participated in UGR. Data were drawn from 1,472 senior students at a comprehensive,…

This paper is about the development of a gamified application tailored to Generation Z (population born between 1997 and 2012) as an alternative to the text-based LimeSurvey (formerly PHPSurveyor). The study was conducted among students from the Department of Computer Science at University College Dublin. Data were analyzed from the perspectives…

This study aimed to offer fresh insights into the analysis of attitudes towards learning and perceptions of lifelong learning affecting lifelong learning participation by exploring the differences in network structures between lifelong learning participants and non-participants and identifying the core items with the greatest impact on lifelong…

School climate can have a notable impact on student academic, social, emotional, and behavioral outcomes. It is also a critical component of school improvement efforts, as demonstrated by recent federal and state initiatives to provide resources and supports for increased school climate measurement, accountability, and improvement. The primary…

The present study examines the measurement property of instructional quality in mathematics education, building on data from teachers and students, by combing TALIS 2013 and PISA 2012 linkage data from seven countries. Confirmatory factor analysis was applied to examine the dimensionality of the construct instructional quality in mathematics…

School climate surveys are frequently used to collect information about student experiences in school. Less is known about how educators use survey data after survey administration. This paper explores one school district's critical use of evidence to promote equitable change. We conducted eight semi-structured interviews with district and school…