Single subject design (SSD) research is a quantitative approach used to investigate basic and applied research questions. It has been used for decades to examine issues of social importance such as those related to general and special education strategies, therapeutic approaches in mental health, community health practices, safety, and business…

Learning probabilistic classification and prediction models that generate accurate probabilities is essential in many prediction and decision-making tasks in machine learning and data mining. One way to achieve this goal is to post-process the output of classification models to obtain more accurate probabilities. These post-processing methods are…

The purpose of this article is to move the field of intellectual and closely related developmental disabilities (IDD) towards a better understanding of evidence and evidence-based practices. To that end, we discuss (a) different perspectives on and levels of evidence, (b) commonly used evidence-gathering strategies, (c) standards to evaluate…

Background: Both observed studies and experimental studies have identified programs, practices, and treatments that are considered effective, ineffective, or harmful for juvenile offenders. Objective: Identify which dispositions were best and worse for each offense in the La Porte County, Indiana, juvenile justice database of over 8500 juvenile…

Introduction: Opinion mining has been receiving increasing attention from a broad range of scientific communities since early 2000s. The present study aims to systematically investigate the intellectual structure of opinion mining research. Method: Using topic search, citation expansion, and patent search, we collected 5,596 bibliographic records…

Higher education institutions and involved stakeholders can derive multiple benefits from learning analytics by using different data analytics strategies to produce summative, real-time, and predictive insights and recommendations. However, are institutions and academic as well as administrative staff prepared for learning analytics? A learning…

Higher education institutes such as universities suffer from a range of issues in managing their academic records and relevant digital contents. Many universities nowadays use specific software applications for their effective mechanism in records management. The effective provision of enterprises records management (ERM) software for managing…

Cognitive flexibility is defined as the ability to assimilate previously learned information and concepts to generate novel solutions to new problems. This skill is crucial for success within ill-structured domains such as biology, physiology, and medicine, where many concepts are simultaneously required for understanding a complex problem, yet…

The aim of this paper is to adumbrate methods more suitable to a posthuman social science, so as to better attend to the digital datafication of life. Five core functions of research method are presented. The first three--the desire for origins, the need to exclude, and the establishment of a regime of labour--often reinstate social orders and…

Business analytics is believed to be a huge boon for organizations since it helps offer timely insights over the competition, helps optimize business processes, and helps generate growth and innovation opportunities. As organizations embark on their business analytics initiatives, many strategic questions, such as how to operationalize business…

Purpose: While the role of relationship marketing to consumers' overall satisfaction with schools has been discussed in the education management literature, empirical studies on the marketing mechanisms that underpin school-customer relationships are limited. The purpose of this paper is to establish the association between market orientation (MO)…

Purpose: The purpose of this paper is to demonstrate the importance of expectation formation and matching for university student volunteers and their hosts. Design/methodology/approach: This research involved a multi-stage data collection process including interviews with student volunteers, and university and host representatives from six…

This study sought to explore the concept of mental toughness (comprising the attributes challenge, commitment, control, and confidence) from the perceptions of adolescents, to better understand their views on these attributes and the extent to which each were regarded as important within an educational setting. In total, 54 adolescents (31 female)…

As young children's perspectives are increasingly "taken seriously" across disciplines, the pursuit of authentic and ethical research with young children has become the subject of recent discussion. Much of this relates to listening "authentically" to (or understanding) young children, focusing on research design, ethics,…

With the goal of informing progress towards Sustainable Development Goal target 4.b which focuses on the provision of global scholarships for students from the developing world, this article analyses the current state of global data on scholarships available at the tertiary level for individuals from developing countries. In addition to assessing…