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…

Building a successful University fundraising program starts by creating a strong pipeline of major gift donors. This action research project aims to improve the qualification process effectiveness and efficiency by understanding the most valuable indicators and internal perspectives within the data to implement innovative changes. A quantitative…

State University Systems look to increase success as part of accountability to stakeholders, while at the same time competing for a decreasing college age population and declining annual state appropriations. Research has been limited on State University Systems and the examination of the institutional characteristics and their ability to assist…

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…

This research article establishes the relationship between key performance indicators and the academic and research quality performance and assessment and quality assurance of any large multidisciplinary academic and research institution or university. The indicators in terms of qualitative and quantitative are being proposed below and are…

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…

Consistent with Joint Workforce Innovation and Opportunity Act (WIOA) Final Rule requirements, the U.S. Departments of Labor and Education (the Departments) have determined it is appropriate and reasonable in PY 2023 for the: (1) U.S. Department of Labor (DOL) to assess performance for four performance indicators under the WIOA title I core…

In education, the details are the daily practices in every classroom and every office, what the teachers, leaders, and support staff do in their roles to pursue the school's goals. A school's goals express the collective desires for each of its students, what the students know, what they are able to do, how they behave, and how they manage their…

Simulations were conducted to establish best practice in hyperparameter optimization and accounting for clustering in Generalized Linear Mixed-Effects Model Trees (GLMM trees). Using data-driven best practices, the relationship between a 9th Grade On-Track to Graduate (9G-OTG) indicator and observed high school graduation within four years was…

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…