Lines,roamers, and squares: Oh my! using floor robots to enhance Hispanic students’ understanding of programming

Teaching programming and coding skills in K-12 classrooms is becoming a part of science, technology, engineering, and math (STEM) programs across the United States. Often, these opportunities are available through extra-curricular activities such as Robotics club, math club, STEM club, etc. Increasing STEM opportunities for students who are English language learners, culturally and linguistically diverse learners, and/or students from underserved backgrounds is vital. In a pilot study prior to a larger, grant-funded study on the effects of metacognitive strategy instruction on elementary students’ academic performance, the principal investigator (PI) developed an activity with a corresponding assessment instrument. The PI initially incorporated floor-robots into an activity in two fifth grade science classrooms. Pre/post survey analysis provided encouraging results. To follow up on the initial results, the PI and co-principal investigators (co-PIs) introduced floor-robots into eight additional fourth and fifth grade science classrooms over an additional school year, as well as in an after-school setting, to determine how floor-robots might be used effectively to engage elementary students in STEM learning. The investigators introduced over 257 elementary students to three types of floor-robots, and this provided students with opportunities to have hands-on access to programming and coding robots for specific purposes. Of the 257 students who interacted with the floor-robots, approximately 103 were provided with pre/post surveys on Roamer®, one of the floor-robots. Additional data analysis provided surprising and encouraging results.     

Cross-cultural adaptation of the Organizational Stressor Indicator for Sport Performers (OSI-SP) in Taiwan

The purpose of this study was to translate Arnold and her colleagues’ (Arnold, Fletcher, & Daniels, 2013) Organizational Stressor Indicator for Sport Performers (OSI-SP) into Chinese and examine its psychometric properties with Taiwanese athletes. In study 1, the psychometric properties of the items and the underlying structure of the translated Chinese OSI-SP were examined. In study 2, we used confirmatory factor analysis to examine the factorial structure and examined measurement invariance across genders. In study 3, we examined concurrent and discriminant validity via correlations among the Chinese OSI-SP, coping self-efficacy, perceived stress, and burnout to provide further evidence of criterion validity. Study 4 examined the test-retest reliability of the Chinese OSI-SP. Across these phases, results showed the 5-factor, 16-item Chinese OSI-SP had adequate factor structure, measurement invariance, criterion validity, and reliabilities. We suggest future studies may use this revised Chinese OSI-SP in Taiwan and other Chinese athletic settings.