Reliability and Validity of a Chinese Version of the STEM Attitude Scale for Primary and Secondary School Students

In recent years, STEM (science, technology, engineering, mathematics) education has received widespread attention from all over the world, and there are not many studies on STEM attitudes in China. One of the reasons is the lack of measurement tools that have been tested for reliability and validity. The Chinese version STEM attitudes scale for primary and secondary schools is a multidimensional scale that measures the STEM attitudes of primary and secondary school students. It consists of three subscales: STEM interest, 21st-century skills confidence, and STEM career interest. In order to test the reliability and validity of the scale application, as well as understand and improve the STEM attitudes of primary and secondary school students, the research team surveyed and collected 566 responses from primary and secondary school students in Zhejiang, Shanghai, Shandong, Liaoning, and other places. After exploratory factor analysis, confirmatory factor analysis, and a reliability and validity test, the scale finally retained 48 items. The scale supports a hypothetical five-factor model with good reliability and validity and can be used to assess STEM attitudes in Chinese primary and secondary schools. This research also shows that students’ STEM interests and STEM career interests showed clear variation among different genders, grades, and parental education levels.

STEM ATTITUDES OF STUDENTS AS PREDICTOR OF SECONDARY SCHOOL TECHNOLOGY AND DESIGN COURSE ACHIEVEMENT

Achievement in a course mostly depends on the students' characteristics and how teachers make their courses effective for their students' learning. Although different characteristics of teachers and students can affect learning outcomes, new approaches like STEM may cause new characteristics which affect students’ achievement as STEM attitudes. This study examines the correlation between secondary school students' STEM attitudes and their achievement in the Technology and Design Course (T & DC). A correlational survey model was applied in the study. A total of 400 students studying in the seventh and eighth grades constitute the sample of the study. A personal data form and STEM attitude test were utilized to collect data. Pearson Correlation Analysis and Regression Analysis techniques were used in the data analysis process. As a result of the analysis, it was found a positive and significant correlation between students' Technology and Design Course achievement and STEM attitudes. Students' attitudes to STEM predict their achievement in the Technology and Design Course by 5.1%. Students developing positive STEM attitudes can further enhance achievement in the (T&DC), which enables students to acquire the necessary design skills to produce technology in the future. Keywords: academic achievement, correlational survey, secondary school, STEM attitude, technology, and design course

Impact of STEM Sense of Belonging on Career Interest: The Role of STEM Attitudes

Prior research has established a direct belonging–interest pathway among students underrepresented in science, technology, engineering, and mathematics (STEM) fields; however, evidence related to how a sense of belonging in STEM may operate to affect career interest remains limited. Drawing on data from 103 students (female: n = 70; male: n = 33) participating in grant activities at a Hispanic-serving institution, the present study seeks to address this gap by examining a model relating STEM sense of belonging, career interest, and STEM attitudes. Results of multigroup analysis revealed that, whereas female students’ STEM sense of belonging had an indirect impact on their career interest via its correlation with STEM attitudes, the impact of male students’ STEM sense of belonging on their career interest was both direct and indirect. Implications of the findings for educational and counseling practices on supporting women in STEM are discussed, along with future research directions.

Educational Robots Improve K-12 Students’ Computational Thinking and STEM Attitudes: Systematic Review

Due to the interdisciplinary nature of robotics, more and more attention has been paid to its effectiveness in the field of education in recent years. This systematic review evaluated existing studies in improving K-12 students’ computational thinking and STEM attitudes. Research articles published between 2010 and 2019 were collated from major databases according to six criteria, and 17 studies were eligible. A meta-analysis was conducted to evaluate the effectiveness of educational robots in terms of standardized mean differences (SMD) or mean differences (MD) of test scores as outcome measures. The overall effect size was medium (SMD = 0.46, 95% CI: 0.23–0.69). Subgroup analysis found that some groups to have better effectiveness. Specifically, the effect of STEM attitudes (SMD = 0.01) was smaller than computational thinking (SMD = 0.48). Educational robots had more significant effect on boys (MD = 0.39) than girls (MD = 0.27). The effect in primary school (SMD = 0.27) was higher than in middle school (SMD = 0.04), and the effect was great on short-term instruction with educational robots (SMD = 0.35). Based on these results, the study makes some recommendations for educators about strengthening the influence of educational robots on STEM attitudes, improving the persistence of their learning effects, and further exploring their application models.

Problematizing Perceptions of STEM Potential: Differences by Cognitive Disability Status in High School and Postsecondary Educational Outcomes

The STEM (science, technology, engineering, and mathematics) potential of youth with cognitive disabilities is often dismissed through problematic perceptions of STEM ability as natural and of youth with cognitive disabilities as unable. National data on more than 15,000 adolescents from the High School Longitudinal Study of 2009 first suggest that, among youth with disabilities, youth with medicated attention-deficit/hyperactivity disorder (ADHD) have the highest levels of STEM achievement, and youth with learning or intellectual disabilities typically have the lowest. Undergraduates with medicated ADHD or autism appear to be more likely to major in STEM than youth without cognitive disabilities, and youth with autism have the most positive STEM attitudes. Finally, results suggest that high school STEM achievement is more salient for college enrollment than STEM-positive attitudes across youth with most disability types, whereas attitudes are more salient than achievement for choosing a STEM major.

The Effects of Scenario-Based STEM Project Design Process with Pre-service Science Teachers: 21st Century Skills and Competencies, Integrative STEM Teaching Intentions and STEM Attitudes

The purpose of this study is to determine the effects of the scenario-based STEM project design process on pre-service science teachers’ perceptions of 21st-century skills, competencies, integrative STEM teaching intentions, and STEM attitude. In the study, a pretest-posttest quasi-experimental design, which does not contain a control group, was used. The participants of the research are 66 fourth-grade pre-service science teachers in the south-west of Turkey. The 21st-century skills and competencies scale and an integrative STEM teaching intentions questionnaire, and a STEM attitudes scale were used as a pre-test and post-test. Pre-service teachers designed projects using engineering design processes to solve the problems in the scenarios given to them. In the analysis of the data, paired-samples t-test and Wilcoxon Signed Rank Test were applied using SPSS-21. The results show that designing a scenario-based STEM project certainly contributed to the 21st-century skills competence perceptions, STEM teaching intentions, and STEM attitudes of pre-service science teachers.

Effective Experiences: A Social Cognitive Analysis of Young Students’ Technology Self-Efficacy and STEM Attitudes

The development of computer skills, as well as computer self-efficacy, has increased in importance along with the role of technology in everyday life. Childhood is a critical time for the development of these skills since early inequalities may substantially impact future life outcomes. In a context of a computing intervention designed to improve digital inclusion, we hypothesize that students’ enactive learning experience (conceptualized as their computer usage) and their vicarious learning experience (conceptualized as their perception of their teacher’s computer usage) are associated with the development of perceived technology efficacy and STEM (Science, Technology, Education, and Math) attitudes. Data are from a sample of elementary school students from an urban school district in the Southeastern United States. The results show that both their direct experiences and their perception of their teacher’s computer usage have strong impacts on students’ technology efficacy and STEM attitudes, and the former is the stronger predictor of the outcomes examined. The findings suggest that programs aiming to improve digital inclusion should emphasize students’ direct learning experience, which would later improve their attitude toward STEM fields.