The rapid advancement of artificial intelligence and its increasing societal impacts have turned many computing educators' focus toward early education in machine learning (ML). Limited options for educational tools for teaching novice learners about the mechanisms of ML and data-driven systems presents a recognized challenge in K-12 computing…

Many approaches have been employed in the creation of educational technologies. One of the lesser explored approaches is that of participatory design when it includes children as direct contributors. In such cases, specific strategies for supporting the effective participation of software developers and children are necessary. This article…

The lack of digital media to support middle school chemistry learning needs further expanded. Hence, an Android application as a learning media on acid, base, and salt topics was needed. This study aims to develop FunLABS (Fun Learning Acid, Base, and Salt) android-based applications. This study used a DDD-E model of development as a research…

Purpose: In the USA, 22-40% of youth who have been accepted to college do not enroll. Researchers call this phenomenon summer melt, which disproportionately affects students from disadvantaged backgrounds. A major challenge is providing enough mentorship with the limited number of available college counselors. The purpose of this study is to…

Background: Gamification is the use of game design elements, such as rules of play, point scoring and competition, in a non-game context, in learning activities. We designed a game, based on the famous augmented reality game "Pokémon GO," called Insects GO in which players should capture images of real insects with their mobile phones.…

The COVID-19 pandemic has forced governments all around the world to impose lockdowns. As schools were closed and the students could attend schools physically, online education apps were used by the students to continue their education. The purpose of the study was to analyze the students' intentions to use online education apps (OEAs) in the…

The expansion of mobile devices (e.g. tablets, smartphones) and their educational and recreational applications have contributed to the emergence of Mobile Learning Games (MLGs). MLGs show great potential for increasing engagement, creativity and authentic learning. Yet, despite their great potential for education, the use of MLGs by teachers,…

Sixty-eight young people contributed to a Design Thinking Challenge created to elicit a better understanding of their electronic image-sharing experiences, the helpful and harmful consequences of image-sharing to adolescent mental health and safety, and promising interventions that allow young people to make more positive decisions and minimize…

The tablet project was undertaken in 2013 to explore the creation of an assessment to reveal English language learners' (ELLs') language capabilities in content area classes such as science. Such assessments could ideally be useful in multiple phases of the instructional process by providing information to learners, teachers, and other…

Significant innovations in learning technologies are encouraging individuals, especially high school students, to seek enrichment learning opportunities that they normally are not able to take advantage of due to the limitation of traditional classroom offerings in low-income school districts. With the increase in learners seeking alternatives to…

In this paper, we report on our experience as rookies organizing, funding, and running a summer computing camp for middle school girls. The focus of the camp was building mobile applications using App Inventor. The three day/two night camp targeted girls in rural, high poverty school districts and was funded through an award from the National…

Games and digital media experiences permeate the lives of youth. Researchers have argued the participatory attributes and cognitive benefits of gaming and media production for more than a decade, relying on socio-cultural theory to bolster their claims. Only recently have large-scale efforts ensued towards moving game play and design into formal…

In 2011, with support from a federal Investing in Innovation grant, the NYC Department of Education launched Innovate NYC Schools. The initiative was designed to address two, related challenges to effectively integrating education technology (ed-tech) into classrooms: First, procurement of ed-tech tools is often hampered by a disconnect between…

In 2011, with support from a federal Investing in Innovation grant, the NYC Department of Education launched Innovate NYC Schools. The initiative was designed to address two, related challenges to effectively integrating education technology (ed-tech) into classrooms: First, procurement of ed-tech tools is often hampered by a disconnect between…

This article describes how one science teacher based an activity on designing smartphone apps to clearly and concisely communicate the interdependent relationships of a biological ecosystem. The teacher designed the activity to address several aspects of the latest science standards. Students needed to understand their ecosystem and synthesize new…