Effective undergraduate statistical education requires training using real-world data. Textbook datasets seldom match the complexities and messiness of real-world data and finding these datasets can be challenging for educators. Consulting and industrial datasets often have nondisclosure agreements. Academic datasets often require subject area…

Three-year-olds often respond to lies as if they were true or with no clear rationale. Individual differences influence children's processing of misinformation. Here, we explore how two contextual cues (children's conflicting first-hand knowledge and different information sources) affect their ability to correctly interpret and respond to…

There is a great disparity in college-going rates between students from the highest and lowest socio economic quantiles in the United States. This quantitative study looks at messages students receive about college as a way to explore reasons why students choose to attend or not to attend college. [The dissertation citations contained here are…

Using data from multiple informants has long been considered best practice in education. However, multiple informants often disagree on similar constructs, complicating decision-making. Polynomial regression and response-surface analysis (PRA) is often used to test the congruence effect between multiple informants on an outcome. However, PRA…

Speech-language pathologists (SLPs) play a pivotal role in K-12 public schools supporting students with a wide variety of needs. Like other educators, they face a vast array of choices for teaching material ranging from $1 downloadable worksheets to scripted curriculum that cost over $200 from educational publishing companies. The purpose of this…

College students often need to seek academic help, especially in online environments. Students may choose from variety of options for help, including their instructor, the internet, and friends. Current research efforts fail to fully explain undergraduate students' source selection process available in a real-world context. A holistic,…

This study identifies factors that influence undergraduate students' selection of a source of help. Learners engage in intentional decisions to seek help from human and non-human sources to resolve gaps in knowledge. Previous research in academic help-seeking assumed learners sought only human sources of assistance, resulting in a narrow…

Controversial scientific issues, or socioscientific issues (SSIs), demand the consideration of more than scientific content when constructing decisions. The Justification for Knowing framework (JFK) was developed to categorize the information sources drawn upon when making SSI decisions within the academic domain of natural sciences. These…

Purpose: The effect of e-learning success relies on the learning management system and its effectiveness provided to the learners. As a result, higher education institutions (HEIs) are expanding using various e-learning platforms and focusing on system and information quality. This study adopts the ISS (information system success) model to assess…

Health-care professionals (HCPs) are key trusted figures in addressing coronavirus disease 2019 (COVID-19) challenges. They are thought to influence others' health decisions by personal example. However, during the COVID-19 crisis, some HCPs hesitated to be vaccinated. We examined factors contributing to that decision. We performed 12…

Decision making is becoming more complex for prospective university students, in both the Global North and Global South. This study explored motivating information and knowledge for students' decision making on programmes to undertake at the university level in Tanzania. The study followed a descriptive design which mixed qualitative and…

Socioscientific issues (SSIs), or controversial scientific issues with social implications, influence members of society regardless of demographic. SSIs are contentious and ill-structured, meaning they do not have a definitive answer. To properly equip students with the tools needed to handle SSIs, undergraduate science curricula emphasize…

Individuals rely on accurate information to make important decisions, but in the current environment the vast amount of misinformation present in society is complicating people's thinking. Many people fall prey to a cognitive bias called the continued influence effect, which occurs when they continue to use misinformation even when they have seen…

The way in which young people's post-school intentions and pathways reflect their social background has been the subject of a good deal of research. However, much less attention has been paid to social differentiation in the amount and kind of career guidance information received by young people and its role in reinforcing or ameliorating social…

Self-regulated learning rarely happens in isolation and although there is a wide range of evidence that socio-cognitive information may impact decision making and learning, its role in metacognitive self-regulation remains understudied. Thus, we investigated how socio-cognitive information on assumptions and confidence in assumptions of an unknown…