Studies have shown that students have different help-seeking behavior patterns and tendencies and furthermore, that students with certain help-seeking behavior patterns and tendencies may have poor performance (i.e., at-risk students). This study applied an educational data mining approach, including clustering and classification, to analyze…

Background: Academic help-seeking benefits students' achievement, but existing literature either studies important factors in students' selection of all help resources via self-reported surveys or studies their help-seeking behavior in one or two separate help resources via actual help-seeking records. Little is known about whether computing…

Objective: This study aimed to examine college students' perceived mental health and help-seeking behaviors during the COVID-19 pandemic, as well as to determine the roles of campus mental health climate and institutional support on students' help-seeking behaviors and well-being. Participants: The sample included 123 students from a Northeastern…

First-in-family (FiF) students experience significant barriers to university participation and are less likely to seek mental health help. This can contribute to increased dropouts when compared to non-FiF students. Using a mixed methods approach, we aimed to ascertain sources of mental health support and underlying factors for the preferences…

College students experience negative sexual health outcomes such as sexually transmitted infections (STI) and unintended pregnancies. Increasing their use of clinical sexual health services may help reduce these poor outcomes. Currently, little is known about the sexual health service utilization of college students in Alabama or the factors that…

In computer science education timely help seeking during large programming projects is essential for student success. Help-seeking in typical courses happens in office hours and through online forums. In this research, we analyze students coding activities and help requests to understand the interaction between these activities. We collected…

The development of students' engineering identity revolves around cultivating their technical skills (Chachra et al., 2008; Meyers et al., 2012), and they rely on feedback to provide competence information with respect to engineering work (Godwin, 2014). This study explores the relationship between achievement goal orientations and…

Technology, Engineering, and Mathematics (STEM) fields are in high demand. These fields all require sufficient math ability. However, many university students suffer from math anxiety. This study conducted an experiment to explore the influence of math anxiety on university students' challenging math problem-solving behavior and whether autonomy…

Identifying factors influencing career counseling services and providing interventions to increase utilization is crucial because only a few individuals facing career problems use these services. Utilizing the moderated mediation effect of career decision-making autonomy on the mediated model of self-concealment, career stress, and attitudes…

As a result of the pandemic, many physics courses moved online. Alongside, the popularity of Internet-based problem-solving sites and forums rose. With the emergence of large language models, another shift occurred. One year into the public availability of these models, how has online help-seeking behavior among introductory physics students…

Background: Suicidal thoughts and behaviors (STB) are prevalent among American college students, yet only a small percentage of suicidal college students receive mental health treatment. Many avoid seeking help due to help-negation or the refusal to seek available mental health help when needed. To better understand why suicidal college students…

Because the failure rate for college algebra is large and sometimes up to 50%, college algebra serves as a gatekeeper to STEM fields and degree completion. Therefore, it is critical to examine students who are at risk of dropping, withdrawing, and failing college algebra help-seeking behavior. The purpose of this mixed methods study was to focus…

The emergence of chatbots and language models, such as ChatGPT has the potential to aid university students' learning experiences. However, despite its potential, ChatGPT is relatively new. There are limited studies that have investigated its usage readiness, and perceived usefulness among students for academic purposes. This study investigated…

Sexual violence (SV) on college campuses disproportionately affects cisgender (nontransgender) women, sexual minorities (e.g., gays/lesbians, bisexuals), and gender minority (e.g., transgender/nonbinary) people. This study investigates gender and sexual behavior differences in common SV intervention targets--SV-related knowledge, prevention…

Help seeking is a self-regulated learning strategy, and peer help is an important form of interaction in online education. Yet, students often do not seek help even at the cost of lower performance. To understand the factors behind online students' commitment to peer help, this study implemented a peer-help discussion forum in an online course and…