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Chih-Yueh Chou; Wei-Han Chen – Educational Technology & Society, 2025
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…
Descriptors: Student Behavior, Help Seeking, Problem Solving, Information Retrieval
Gao, Zhikai; Lynch, Collin; Heckman, Sarah; Barnes, Tiffany – International Educational Data Mining Society, 2021
As Computer Science has increased in popularity so too have class sizes and demands on faculty to provide support. It is therefore more important than ever for us to identify new ways to triage student questions, identify common problems, target students who need the most help, and better manage instructors' time. By analyzing interaction data…
Descriptors: Automation, Classification, Help Seeking, Computer Science Education
Gitinabard, Niki; Gao, Zhikai; Heckman, Sarah; Barnes, Tiffany; Lynch, Collin F. – Journal of Educational Data Mining, 2023
Few studies have analyzed students' teamwork (pairwork) habits in programming projects due to the challenges and high cost of analyzing complex, long-term collaborative processes. In this work, we analyze student teamwork data collected from the GitHub platform with the goal of identifying specific pair teamwork styles. This analysis builds on an…
Descriptors: Cooperative Learning, Computer Science Education, Programming, Student Projects
Maniktala, Mehak; Cody, Christa; Isvik, Amy; Lytle, Nicholas; Chi, Min; Barnes, Tiffany – Journal of Educational Data Mining, 2020
Determining "when" and "whether" to provide personalized support is a well-known challenge called the assistance dilemma. A core problem in solving the assistance dilemma is the need to discover when students are unproductive so that the tutor can intervene. Such a task is particularly challenging for open-ended domains, even…
Descriptors: Intelligent Tutoring Systems, Problem Solving, Helping Relationship, Prediction
Inwood, Shoshanah; Becot, Florence; Bjornestad, Andrea; Henning-Smith, Carrie; Alberth, Andrew – Journal of Extension, 2019
A number of current events are exacerbating farm stress. Extension and farm organizations have mobilized responses to an emerging mental health crisis among farmers. To evaluate these responses, we conducted an online scan of resources to present a baseline typology of current mental health programs and response efforts in the 12-state Extension…
Descriptors: Mental Health, Agricultural Occupations, Extension Education, Mental Health Programs
Borsari, Brian; Yalch, Matthew M.; Pedrelli, Paola; Radomski, Sharon; Bachrach, Rachel L.; Read, Jennifer P. – Journal of American College Health, 2018
Objective: This study examined how profiles of alcohol use and symptoms of common mental health disorders (depression and posttraumatic stress disorder [PTSD]) influenced the perceived need for and actual seeking of different types of treatment (for alcohol versus psychological distress) in college student drinkers. Participants: Undergraduate…
Descriptors: Trauma, Drinking, Symptoms (Individual Disorders), Undergraduate Students
Sta. Maria, Madelene A.; Martinez, Carmelo L.; Diestro, Jose Maria A., Jr. – Youth & Society, 2014
Focus group discussions with the youth living and working in the streets of Manila as well as interviews with key informants involved in intervention programs for these youth reveal several ways by which the youth may be protected from engaging in problem behaviors in and out of the streets. Findings reveal that conditions which promote the…
Descriptors: Foreign Countries, Homeless People, At Risk Persons, Classification
Colvin, Tisha Stoll – ProQuest LLC, 2012
The current study explored socialization variables (academic discipline, part-time versus full-time enrollment status, and student involvement with research and teaching assistantships) and educational psychological variables (academic help-seeking attitudes, achievement goal orientations, and dissertation self-efficacy) in relation to…
Descriptors: Help Seeking, Doctoral Dissertations, Self Efficacy, Socialization
Kim, Bryan S. K. – Counseling Psychologist, 2011
This reaction article comments on the major contribution titled "Motivation and Autonomy in Counseling, Psychotherapy, and Behavior Change: A Look at Theory and Practice." It first points out the article's strengths, the primary of which was to move the construct of motivation to the center of focus in the discussion of counseling. In addition,…
Descriptors: Counseling Services, Behavior Modification, Help Seeking, Classification
Wyatt, Tammy; Oswalt, Sara B. – American Journal of Health Education, 2013
Background: Stress and other mental health issues can negatively impact the health and academic performance of college students. Purpose: Examine relationships among stress, mental health, and academic classification in a national sample of college students. Methods: Analyses utilized secondary data from 27 387 college students responding to the…
Descriptors: Graduate Students, Undergraduate Students, Mental Health, Comparative Analysis
Schumm, Jeremiah A.; O'Farrell, Timothy J.; Murphy, Christopher M.; Fals-Stewart, William – Journal of Consulting and Clinical Psychology, 2009
This study examined partner violence before and in the 1st and 2nd year after behavioral couples therapy (BCT) for 103 married or cohabiting women seeking alcohol dependence treatment and their male partners; it used a demographically matched nonalcoholic comparison sample. The treatment sample received M = 16.7 BCT sessions over 5-6 months.…
Descriptors: Females, Incidence, Alcoholism, Patients
Havas, Jano; de Nooijer, Jascha; Crutzen, Rik; Feron, Frans – Health Education, 2011
Purpose: The purpose of this paper is to examine the needs and views of adolescents regarding the development of online support for mental health problems. Design/methodology/approach: Semi-structured qualitative focus group interviews were conducted with ten groups of Dutch adolescents (n=106), aged 12-19 years, from four urban secondary schools…
Descriptors: Focus Groups, Adolescent Attitudes, Mental Health, Adolescents
Stice, Eric; Bohon, Cara; Marti, C. Nathan; Fischer, Kathryn – Journal of Consulting and Clinical Psychology, 2008
Studies have found that individuals with bulimia nervosa can be classified into dietary and dietary-negative affect subtypes and that the latter exhibit greater eating pathology, psychiatric comorbidity, and functional impairment; a more protracted clinical course; and a worse treatment response. In this report, the authors describe 2 prospective…
Descriptors: Females, Eating Disorders, Predictive Validity, Pathology
Lynch, Collin F., Ed.; Merceron, Agathe, Ed.; Desmarais, Michel, Ed.; Nkambou, Roger, Ed. – International Educational Data Mining Society, 2019
The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…
Descriptors: Data Collection, Data Analysis, Information Retrieval, Content Analysis
Paradis, Lisa McWhinnie; Peverly, Stephen – 1994
The present study attempts to expand current question categorization schemes to identify question types that discriminate good learners from their peers in collaborative problem-solving groups. The study also explores the effects of person and task variables on students' question-asking behaviors in an effort to identify those that facilitate…
Descriptors: Behavior Patterns, Classification, Coding, Cooperative Learning