Many have suggested that tinkering plays a critical role in novices learning to program, and recent work in learning analytics (Baker & Yacef, 2009 Blikstein, 2011) allows us to describe new relationships in the process. Using learning analytics, we explore how students progress from exploration, through tinkering, to refinement, a pathway…

Electronic Blocks are a new programming environment designed specifically for children aged between 3 and 8 years. These physical, stackable blocks include sensor blocks, action blocks, and logic blocks. By connecting these blocks, children can program a wide variety of structures that interact with one another and the environment. Electronic…

Assesses the cognitive consequences of reflective teaching practices compared to inquiry teaching practices on the acquisition and transfer of LOGO computer programming for 2nd- and 5th-grade students. Finds that children that participated in the reflective context developed beliefs about programming practices that were tightly coupled with their…