The growing use of analytics has increased the demand for more highly data literate graduates. Awareness of ambiguity in data has been suggested as a new data literacy skill. Here, we describe a student-centered semester-long project that can be used to teach this skill in an introductory analytics or database course. The project requires students…

Incorporating scientific uncertainty as part of science teaching means acknowledging that there may be incomplete or potentially limited scientific information when scientists draw conclusions. In the geosciences, scientists routinely make inferences about the Earth based on observations of the present, and test those observations against…

The statistical concept of sampling is often given little direct attention, typically reduced to the mantra "take a random sample". This low resource and adaptable activity demonstrates sampling and explores issues that arise due to biased sampling.

One-on-one and program-based special education paraprofessionals are often used to support students with disabilities across school settings. While paraprofessionals may have the best of intentions, their proximity and the support they provide may prevent students with disabilities from fully accessing educational and social opportunities. To…

Analyzing case studies is a useful way to assist students in drawing connections between organizational communication concepts and real-world experiences. As faculty members who teach organizational communication, we regularly use case study pedagogy. Case study pedagogy provides a rich narrative through which complex organizational communication…

This chapter makes the case for engaging teacher candidates with matters of personal identity and integrity, using explorations of the paradox of self and role, in teacher education programs dominated by a focus on professional knowledge and skills, based on the analysis of interviews with novice teachers. The author argues that both teacher…

The learning curve is high for novice special education teachers. They must assume full teaching responsibilities while at the same time becoming familiar with district and school policies, curriculum, and assessment policies and procedures. They are expected to build relationships with administrators, teachers, paraprofessionals, families, and…