Machine learning (ML) models are fundamentally shaped by data, and building inclusive ML systems requires significant considerations around how to design representative datasets. Yet, few novice-oriented ML modeling tools are designed to foster hands-on learning of dataset design practices, including how to design for data diversity and inspect…

The prevalence of mental health issues among youth, with nearly half meeting diagnostic criteria for a mental health disorder and suicide being a leading cause of death, underscores the urgency for effective intervention (National Institute of Mental Health, 2023). Summer camps, hosting millions of children annually, are urged by the American Camp…

Health-related career goals are popular among high school science students, yet few understand the application of chemistry and biology research to the field of medicine and its impact on society. In this five-day multidisciplinary summer camp, high school students learn about the real-world relevance of medicinal chemistry research and its…

This study analyzes how self-guided cultural exploration and reflection (SCER) tasks affect the development of intercultural competency (ICC) of students participating in a study abroad program. The Intercultural Effectiveness Scale (IES) was used to measure students' ICC development before and after a 6-week faculty-led study abroad program in…

Self-efficacy is seen as a barrier for youth, females in particular, to enter computer science (CS). In this study, I presented a near-peer mentoring model that focused on changing the mentee's self-efficacy in CS. The present study had three objectives: (a) to design a near-peer mentoring model (i.e., a conceptual model) around the sources of…

We developed a near-peer mentoring model for high school youth to mentor middle school youth on how to program using MIT App Inventor. The purpose of this study was to investigate: (a) the effectiveness of the near-peer mentoring model for the mentees; and (b) how the mentees' vicarious experience with the near-peer mentors led to changes in their…

In rural Appalachian communities of southeast Ohio, where generational poverty is high, communities and schools worked together to both create meaningful learning experiences and ensure that basic needs were met before students started the school year. Families of students who attended Summer Advantage--a 21-day summer school program for…

In summer 2013, Manhattan College introduced an online summer "bridge to calculus" course for incoming first-year students in science, engineering, and mathematics education who marginally did not receive a calculus recommendation based on a mathematics placement test. In this paper, we describe the development of the bridge course and…

Objective: We piloted a low-cost, flipped model of professional development to help improve undergraduate writing. Method: An adjunct instructor first watched online videos and then discussed the materials with a trainer, and used the provided resources in a Social Psychology summer course. Results: Post-training student papers were significantly…

Canada has a long history of outdoor education (OE) in sectors including summer camps, K-12, and post-secondary education (PSE). However, previous research has demonstrated that OE is sometimes poorly understood in the PSE sector leading to program closures and limited program development. As a result, scholars have called for national and…

The federal government and many individual organizations have invested in programs to support diversity in the STEM pipeline, including STEM summer programs for high school students, but there is little rigorous evidence of their efficacy. We fielded a randomized controlled trial to study a suite of such programs targeted to underrepresented high…

At a time of deep partisan divides, Afterschool Alliance surveys have found an area of consensus around support for afterschool and summer learning programs. Across the political spectrum, parents identifying as Democratic, Independent, and Republican strongly agree that afterschool and summer learning programs are keeping kids safe, inspiring…

Students transitioning from high school to college are met with many challenges beyond academics including social acclimation, campus culture integration, and holistic wellness. Researchers agree that a successful and purposeful transition for incoming college students requires involvement and engagement with peers to help students adapt and…

The purpose of the study is to examine the impact of a summer learning loss prevention program that is designed to improve the academic achievement gap. The target population for this research study was participants of the Power Scholars Academy (PSA) program. PSA is a collaboration of BellXcel, local school districts, and community organizations.…

Recently there has been an emphasis on how time spent outside of the classroom can affect student outcomes, including high school graduation, with the hope of closing academic achievement gaps along socioeconomic and racial lines. This paper provides experimental evidence regarding a particular type of out-of-school activity--early work…