The Gini index is probably the most commonly used indicator to measure inequality. For continuous distributions, the Gini index can be computed using several equivalent formulations. However, this is not the case with discrete distributions, where controversy remains regarding the expression to be used to estimate the Gini index. We attempt to…

This study introduces an approach to estimate the uncertainty in bibliometric indicator values that is caused by data errors. This approach utilizes Bayesian regression models, estimated from empirical data samples, which are used to predict error-free data. Through direct Monte Carlo simulation--drawing many replicates of predicted data from the…

Self-regulated learning (SRL) theory comprises cognitive, metacognitive, and affective aspects that enable learners to autonomously manage their learning processes. This article presents a systematic literature review on the measurement of SRL in digital platforms, that compiles the 53 most relevant empirical studies published between 2015 and…

The concept of common good(s) is crucial in understanding higher education and its contributions. However, measuring global common goods in higher education has been largely overlooked. This paper proposes a framework to measure global common goods in higher education that contains five core dimensions (i.e., knowledge creation, people mobility,…

We propose an adaptive methodology for the curricular redesign based on the performance indicators of the student progression observed after a follow-up period. The feasibility of adopting the same approach should be thoroughly studied to assess its compatibility with institutions and countries that employ an academic credit system based on…

Purpose: This study aims to provide a qualitative framework for satisfactory sustainable education for international accounting students using a meta-synthetic approach. Design/methodology/approach: To determine the components and indicators of satisfactory sustainable education for international accounting students, a meta-synthesis allows for…

Early warning systems (EWS) using analytical tools that have been trained against prior years' data, can reliably predict dropout risk in individual students so that educators may intervene early to help avert this from happening. Risk profiles for dropouts aren't always useful since students often do not conform to the profiles. Researchers with…

This work aims to elaborate a governance composite index for research laboratories in public university. This index is composed by an indicator of responsible liberalism associating effectiveness and ethics, to which are added an organizational management indicator and a strategic management indicator. To achieve the above aim, several methods are…

Performance data in higher education has gone through a major development in the last few decades. Simple input measures have given way to increasingly nuanced and dynamic output measures and performance indicators have become an integral part of management at the organisational and system level. The evolution of higher education performance…

This study aimed to (1) examine the current status of education quality evaluation in Guangxi's application-oriented undergraduate universities, (2) develop an evaluation indicator system for the educational quality of application-oriented undergraduate colleges in Guangxi, and (3) examine the feasibility and adaptability of the evaluation…

In both the literature on inclusive education and in international policy development, there has been considerable interest in the use of sets of indicators for the implementation of inclusive education at national and local levels. Drawing on sets of indicators developed in Europe and the Pacific Islands, this study proposes a set of such…

Sustainable Development Goals (SDG) are at the forefront of government initiatives across the world. The SDGs are primarily concerned with promoting sustainable growth via ensuring wellbeing, economic growth, environmental legislation, and academic advancement. One of the most prominent goals of the SDG is to provide learners with high-quality…

Purpose: This paper aims to analyse the extent to which the sustainable development goals (SDGs) are being considered at higher education institutions (HEIs) and propose and test the possible acceptance of a list of indicators to evaluate the contribution of HEIs to the SDGs. Design/methodology/approach: The methodology consisted of the collection…

Purpose: Course evaluations are formative and are used to evaluate learnings of the students for a course. Anomalies in the evaluation process can lead to a faulty educational outcome. Learning analytics and educational data mining provide a set of techniques that can be conveniently applied to extensive data collected as part of the evaluation…

Higher education institutions (HEIs) are encountering numerous challenges in today's era of globalization and internationalization. Among these challenges, digital transformation stands out as one of the most demanding, as it involves using ICT to transform business processes. The successful implementation of such systems and related services…