In sample designs, it is commonly recognized that using auxiliary information significantly increases an estimator's precision. This manuscript introduces an weighted strategy for computing the finite population mean using auxiliary information in sample surveys. The equations for the mean squared error ("MSE") of the proposed estimator…

This paper provides a comprehensive survey of studies on the measurement of frontier efficiency in higher education. We review the database of 89 studies assessing higher education efficiency by applying both parametric and non-parametric methods. For the selection of studies, the Scopus-indexed journals from 1977 to 2022 are screened and…

When designing cluster-randomized trials (CRTs), one important consideration is determining the proper sample sizes across levels and treatment conditions to cost-efficiently achieve adequate statistical power. This consideration is usually addressed in an optimal design framework by leveraging the cost structures of sampling and optimizing the…

This study investigates the processes of Technology Transfer within Brazilian public universities across the country's five regions. As an applied research project employing quantitative methods, it provides a detailed analysis of these processes. An exploratory approach was adopted, utilizing metrics such as the mean, standard deviation, and…

This paper presents a model for automatically selecting and allocating secondary education teachers to schools while considering various factors such as the diversity of sections and lessons, school distances, teacher specializations, teaching workloads, and other constraints. This poses a complex challenge that educational authorities in…

Purpose: Recent advances in artificial intelligence provide opportunities to capture and represent complex features of human language in a more automated manner, offering potential means of improving the efficiency of language assessment. This review article presents computerized approaches for the analysis of narrative language and identification…

The integration of AI-chatbots into higher education offers the potential to enhance learning practices. This research aims to explore the factors influencing AI-chatbots adoption within higher education, with a focus on the moderating roles of technological proficiency and academic discipline. Utilizing a survey-based approach and advanced…

This study qualitatively examined an integrated cross-community approach to augmenting research courses with (a) non-competitive gamification and (b) AI. Unlike other studies, ours was proactive, non-COVID derived, non-competitive, and rooted in a variety of instructional and technology expertise resources. Its three aims were (1) increasing…

Administration of patient-reported outcome measures (PROs), using multidimensional computer adaptive tests (MCATs) has the potential to reduce patient burden, but the efficiency of MCAT depends on the degree to which an individual's responses fit the psychometric properties of the assessment. Assessing patients' symptom burden through the…

Item compromise has long posed challenges in educational measurement, jeopardizing both test validity and test security of continuous tests. Detecting compromised items is therefore crucial to address this concern. The present literature on compromised item detection reveals two notable gaps: First, the majority of existing methods are based upon…

In the current higher education landscape, universities are facing expanding requirements beyond teaching and research. Evaluation methods must evolve accordingly to prevent universities from facing development dilemmas. Current mainstream evaluation methods primarily emphasize the research domain, often failing to holistically capture a…

Background/purpose: This research aims to identify the key factors influencing the successful implementation of information systems in universities, especially in Indonesia. The main focus of the research is on work efficiency, collaboration, decision-making, and output quality in the context of university information systems. Materials/methods:…

The success and failure of education reform policies often depend on the strategies of reformers. This article suggests a framework to understand the "positionality" of reformers, as they vary in their strategy (i.e., technical vs. relational) and focus for change (i.e., process- vs. outcomes-focused). Using the case of individuals who…

The impact of population policy changes on the demand for educational resources has long been a central focus of scholarly inquiry. With the recent implementation of China's three-child policy, there arises the potential for shifts in preschool enrollment patterns, thereby influencing the demand for preschool educational resources. This study…

This research was carried out to analyse the efficiency on University International Research Collaboration (IRC) and examines disciplines that are popular areas for collaboration. Based on data for the years 2015-2021, an empirical study was conducted to determine how to implement Data Envelopment Analysis (DEA) in 56 research partner countries in…