Cited by 1Educational Robotics and EngineeringProblem and Project Based LearningTeaching and Learning Programming

Eight-Year Journey with the FIRST Program: How Robots Build Kids

Open access
Jin, Justin, Olkowski, Parker, Lu, James, Liu, Vincent, Bakri, Ilias, Rao, Aditya, Jin, Yu-Fang, Xu, Isabel·2024·2024 ASEE Annual Conference & Exposition Proceedings

Abstract

Innovation in Science, Technology, Engineering, and Mathematics (STEM) is essential for the prosperity of the US economy and its job sectors.To equip the next generation of STEM professionals with the skills needed for innovation and to tackle the challenges of globalization, K-12 education plays a key role in laying the groundwork for STEM education.In addition to the significant efforts made by the US government, collaborative community initiatives such as international robotics competitions have emerged as valuable platforms for K-12 students to apply STEM and soft skills within the context of robot competitions.These competitions foster an environment of gracious professionalism, inspiring more students to pursue careers in STEM fields while also ensuring a positively challenging and enjoyable experience.With kids' continuous endeavor to build robots through the annual competitions, robots also build kids by enhancing their self-esteem, forging their identities, and cultivating essential characteristics such as persistence, proactivity, and passion, which are vital for their future academic and career development.Furthermore, diverse themes in annual robotic competitions facilitate project-based learning (PBL) opportunities tailored to children of varying ages.This study explores an eight-year PBL journey of a robotic team, from FIRST Lego League (FLL) to FIRST Tech Challenge (FTC) competitions, detailing their evolution from novices to a globally competitive unit and the personal growth of its members into societal leaders.Each year, team activities were separated into multiple technical, outreach, or joint projects, with each project incorporating key PBL elements.The FIRST competition manual was carefully read and discussed with the team, fostering open discussions on enhancing robot performance and achieving broader team impacts.Coaches introduced necessary skills during FLL contests for members under Grade 7, while older members independently sought out specific training from professional mentors for FTC challenges.Through document reviews, discussions, and guidance from coaches and mentors, the team identified challenges and solutions, assigned roles to each task collaboratively, and conducted weekly reviews of project milestones and task completions.The team's performance and robot games were assessed by judges in FIRST competitions.Longitudinal comparisons of PBL outcomes were performed considering the team members' self-evaluation, satisfactory level of team parents, and impacts of team

Integrity signals

Registry

Crossref · 10.18260/1-2--47228

Cites

16 of 16 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

3 of 12 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured

  • Findingnone given

    After 90 hours of CAD training, there was notable improvement in mechanical design and robot performance.

    “Post 90 hours of CAD training, there was a notable improvement in mechanical design and robot performance.”
    Quote in the paperSubstantial claim
  • Findingown data

    The team dedicated 2,402 hours to PBL activities from 2019 to 2023.

    “The team collectively dedicated 2,402 hours to PBL activities from 2019 to 2023.”
    Quote in the paperNot a substantial claim
  • Findingown data

    Team performance steadily improved with PBL implementation.

    “Performance steadily improved with PBL implementation, as displayed in Table 5.”
    Quote in the paperSubstantial claim
  • Findingown data

    In the 2018-2019 season, the team earned the Champions Award 1st place at the league tournament.

    “the team earned three awards: the Champions Award 1st place at the league tournament”
    Quote in the paperNot a substantial claim
  • Findingnone given

    In the 2022-2023 season, the team utilized CAD design for 100% of their robot development.

    “In the 2022-2023 season, the team utilized CAD design for 100% of their robot development.”
    Quote in the paperNot a substantial claim
  • May combine two claims. 23
  • Classified as probably not a substantial claim. 35
  • May combine two claims.

    Premisecitation

    Student-driven learning in PBL promotes a culture of independence, curiosity, self-discovery, and active engagement.

    “The student-driven learning in PBL also promotes a culture of independence, curiosity, selfdiscovery, and active engagement [27].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [27] 27. H. D. Leas, K. L. Nelson, N. Grandgenett, W. E. Tapprich, and C. E. Cutucache, "Fostering curiosity, inquiry, and scientific thinking in elementary school students: Impact of the NE STEM 4U intervention," Journal of Youth Development, vol. 12, no. 2, pp. 103-120, 2017. source
  • Classified as probably not a substantial claim.

    Premisecitation

    Reflective inquiry enhances the learning experience beyond the completion of tasks or projects.

    “Furthermore, as a core component of PBL, reflective inquiry enhances the learning experience beyond the completion of tasks or projects.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [27] 27. H. D. Leas, K. L. Nelson, N. Grandgenett, W. E. Tapprich, and C. E. Cutucache, "Fostering curiosity, inquiry, and scientific thinking in elementary school students: Impact of the NE STEM 4U intervention," Journal of Youth Development, vol. 12, no. 2, pp. 103-120, 2017. source

      The discussion of problem-based learning (p. 2) says it engages students in the learning process and aims to improve critical thinking and retention. The student-inquiry examples (p. 9) include drawing conclusions and sharing what was learned. The paper does not specifically establish that reflective inquiry enhances learning beyond completing tasks or projects. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    PBL allows students to develop practical skills through active participation in exploration, inquiry, and problem-solving and fosters critical thinking, creativity, communication, collaboration, and practical application of knowledge across different subjects.

    “Unlike traditional memorization-based methods, PBL allows students to develop practical skills through active participation in exploration, inquiry, and problem-solving and fosters critical thinking, creativity, communication, collaboration, and practical application of knowledge across different subjects [21,23,24].”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [21] 21. A. Markula and M. Aksela, "The key characteristics of project-based learning: how teachers implement projects in K-12 science education," Disciplinary and Interdisciplinary Science Education Research, vol. 4, no. 1, pp. 1-17, 2022. source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [23] 23. B. J. Duch, S. E. Groh, and D. E. Allen, The power of problem-based learning: a practical" how to" for teaching undergraduate courses in any discipline. Stylus Publishing, LLC., 2001.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [24] 24. J. A. Bellanca, 21st century skills: Rethinking how students learn. Solution tree press, 2010.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Despite the increasing complexity of the robots, as the team accumulates experience and knowledge, the integration of PBL principles throughout the previous four seasons in FTC has expanded significantly.

    “Despite the increasing complexity of the robots, as the team accumulates experience and knowledge, the integration of PBL principles throughout the previous four seasons in FTC has expanded significantly.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The team amassed a total of 1,120 hours in practice and training.

    “Collectively, the team devoted a significant amount of time to their growth and learning, amassing a total of 1,120 hours in practice and training.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Following the first FTC season in 2019, the team recognized the importance of CAD design in achieving effective and efficient robot development.

    “As an illustrative example, following the first FTC season in 2019, the team recognized the importance of CAD design in achieving effective and efficient robot development.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    In the 2017-2018 season, the team won the first-place Champions Award at the League.

    “In the 2017-2018 season, the team won the first-place Champions Award at the League.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    The team acquired technical skills including mechanical mechanisms, attachment design, EV3 programming, and use of ultrasound, touch, and color sensors.

    “Technical skills acquired included mechanical mechanisms, attachment design, EV3 programming, and utilization of sensors such as ultrasound, touch, and color sensors.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    The team's dedication led to significant improvement, with the team designing their entire robot using CAD by 2022, compared to having none in 2019.

    “Their dedication led to significant improvement, with the team designing their entire robot using CAD by 2022, compared to having none in 2019.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The team engaged in 212 hours of outreach activities.

    “Additionally, they engaged in 212 hours of outreach activities”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Over the 8-year journey, the team's experiences with PBL have led to enhanced skills and student outcomes, as well as robot performance, as evidenced by unique longitudinal measures.

    “Over the 8-year journey, the team's experiences with PBL have led to enhanced skills and student outcomes, as well as robot performance, as evidenced by unique longitudinal measures.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Robot performance in FIRST competitions directly reflects the growth of team members' technical skills.
    • Rests on an assumption: Judge room presentations in FIRST competitions directly reflect the growth of both technical skills and soft skills.
    • Rests on an assumption: Team members' self-evaluation, team parents' satisfaction, and impacts of team activities are valid indicators of PBL outcomes.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The team grew from 5 members in the 2015-2016 season to 7 members by the 2018-2019 season.

    “The team grew from 5 members in the 2015-2016 season to 7 members by the 2018-2019 season.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The team grew from 7 members in 2019 to 11 by 2023, with ages ranging from 7th to 11th grade.

    “The team grew from 7 members in 2019 to 11 by 2023, with their ages ranging from 7th to 11th grade.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    FLL served the team during their younger years from K to 6th grade, while FTC has been instrumental from 7th grade to the current 11th, offering a continuum of learning and skill development opportunities.

    “FLL served the team during their younger years from K to 6th grade, while FTC has been instrumental from 7th grade to the current 11th, offering a continuum of learning and skill development opportunities.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    The team developed soft skills including teamwork, gracious professionalism, public speaking, and presentation abilities.

    “Strong soft skills such as teamwork, gracious professionalism, public speaking, and presentation abilities, were also developed.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In the 2018-2019 season, the team received an invitation to the Arkansas Razorback International Invitational.

    “an invitation to the prestigious Arkansas Razorback International Invitational”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    Each senior member contributed about 3,522 hours to practice and competition, with an additional 780 hours in outreach efforts assisting 10 FIRST teams and engaging thousands of individuals.

    “Each senior member contributed about 3,522 hours to practice and competition, with an additional 780 hours in outreach efforts assisting 10 FIRST teams and engaging thousands of individuals.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    Through multiple iterations of the PBL process, the team has continuously enhanced both the robot design and personal communication skills year after year.

    “Through multiple iterations of the PBL process, the team has continuously enhanced both the robot design and personal communication skills year after year.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Robot performance in FIRST competitions directly reflects the growth of team members' technical skills.
    • Rests on an assumption: Judge room presentations in FIRST competitions directly reflect the growth of both technical skills and soft skills.
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Findingnone given

    As a direct result of the PBL experience, the team has had 1 Presidential Volunteer Service Award Gold Winner for three consecutive years, 1 Congressional App Challenge Winner, 5 FTC Dean's List Semifinalist, 1 FTC Dean's List Finalist, 1 NJHS member, 1 SNHS member, and 4 NHS members.

    “As a direct result of the PBL experience, the team has had 1 Presidential Volunteer Service Award Gold Winner for three consecutive years, 1 Congressional App Challenge Winner, 5 FTC Dean's List Semifinalist, 1 FTC Dean's List Finalist, 1 National Junior Honor Society (NJHS) member, 1 Science National Honor Society (SNHS) member, and 4 National Honor Society (NHS) members.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The team conducted its third annual global podcast event, featuring 15 episodes with 10 mentors, 4 world-class teams, and 40 international teams.

    “Additionally, the team conducted its third annual global podcast event, featuring 15 episodes with 10 mentors, 4 world-class teams, and 40 international teams.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    In the 2022-2023 season, the team organized robot demonstrations for sponsors, positively impacting 280 engineers and inspiring some to enroll their children in FIRST programs or mentor local teams.

    “In the 2022-2023 season, the team organized robot demonstrations for sponsors, positively impacting 280 engineers and inspiring some to enroll their children in FIRST programs or mentor local teams.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    The team hosted Minibot summer camps for two consecutive years, educating over 60 children who expressed a desire to return.

    “They successfully hosted Minibot summer camps for two consecutive years, educating over 60 children who expressed a desire to return.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    All team members have chosen STEM as their career path.

    “All team members have chosen STEM as their career path.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Each season, the team dedicates 142 hours to promoting STEM and robotics education.

    “Each season, they dedicate 142 hours to promoting STEM and robotics education.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The team's YouTube channel accumulated 18,000 views.

    “The team shares their robot progress, outreach events, and tech-talk podcast series on their YouTube channel, accumulating 18,000 views.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    The team initiated and hosted the first local FTC conference, with 8 teams, 29 presenters, and published the conference proceedings.

    “They also initiated and hosted the first local FTC conference, with 8 teams, 29 presenters, and published the conference proceedings.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    All PBL activities were documented in engineering notebooks, team event reports, and reflections on each activity.

    “All PBL activities were documented in engineering notebooks, team event reports, and reflections on each activity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Students who gain technical skills in high school are better prepared for both the job market and higher education opportunities.

    “It has been reported that students who gain technical skills in high school are better prepared for both the job market and higher education opportunities [15][16][17].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15][16][17]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisecitation

    Innovation in STEM is essential for the prosperity of the US economy and its job sectors.

    “Advancement of science, technology, engineering, and mathematics (STEM) serves as the foundation for innovation, a pivotal component for future economic success, and fundamental to core employment sectors in the United States (US) [1,2].”
    • Also stated in: § Abstract · plain
      “Innovation in Science, Technology, Engineering, and Mathematics (STEM) is essential for the prosperity of the US economy and its job sectors.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [1] 1. National Research Council, Successful K-12 STEM education: Identifying effective approaches in science, technology, engineering, and mathematics. National Academies Press, 2011.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [2] 2. National Economic Council and Office of Science and Technology Policy, "A strategy for american innovation," The White House, December October 2015. [Online]. Available: https://files.eric.ed.gov/fulltext/ED590474.pdf

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The team's performance and robot games were assessed by judges in FIRST competitions.

    “The team's performance and robot games were assessed by judges in FIRST competitions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    Quantitative data were analyzed to demonstrate the improved outcomes resulting from the implementation of PBL.

    “Quantitative data were analyzed to demonstrate the improved outcomes resulting from the implementation of PBL.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    These robotic competitions focus on K-12 students, forming an international community where participants can build robots with hands-on experiences, develop STEM and soft skills, and have fun.

    “These robotic competitions focus on K-12 students, forming an international community where the participants can build robots with hands-on experiences, develop their STEM and soft skills, and most importantly, have fun [10][11][12][13][14].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [10][11][12][13][14]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    Student-driven learning allows students to take on an active role in shaping their educational experiences.

    “Student-driven learning allows students to take on an active role in shaping their educational experiences [25].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [25] 25. J. Thomas, "A review of research on project-based learning," ed: San Rafael, CA: Autodesk, 2000. source
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    The combination of PBL and hands-on robotic competition empowers a promising direction that can go beyond traditional educational models, making STEM fields accessible and appealing to K-12 students.

    “The combination of PBL and hands-on robotic competition empowers a promising direction that can go beyond traditional educational models, making STEM fields accessible and appealing to K-12 students.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: PBL can serve as an effective vehicle to facilitate student-driven knowledge acquisition, skill practice, and reflective inquiry.
    • Rests on an assumption: Diverse themes in annual robotic competitions facilitate project-based learning (PBL) opportunities tailored to children of varying ages.
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Longitudinal comparisons of PBL outcomes were performed considering the team members' self-evaluation, satisfactory level of team parents, and impacts of team activities.

    “Longitudinal comparisons of PBL outcomes were performed considering the team members' self-evaluation, satisfactory level of team parents, and impacts of team activities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    This integration of technology, including Lego EV3, Arduino, touch sensors, and a Bluetooth module, marked a unique approach to alleviating homesickness in space.

    “This integration of technology, including Lego EV3, Arduino, touch sensors, and a Bluetooth module, marked a unique approach to alleviating homesickness in space.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Team performances were obtained from the FIRST website.

    “Team performances were obtained from the FIRST website.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Programming skills showed significant enhancement, leading to improved performance in the automation aspect of competitions.

    “Additionally, programming skills showed significant enhancement, leading to improved performance in the automation aspect of competitions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    These three fundamental principles of PBL make it a promising approach to facilitate participants in robotic competitions for knowledge acquisition, hands-on practice, and reflective inquiry for both STEM and soft skills.

    “These three fundamental principles of PBL make it a promising approach to facilitate participants in robotic competitions for knowledge acquisition, hands-on practice, and reflective inquiry for both STEM and soft skills.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: PBL can serve as an effective vehicle to facilitate student-driven knowledge acquisition, skill practice, and reflective inquiry.
  • May combine two claims.

    Interpretationreasoning

    The PBL structure within FLL and FTC facilitated acquisition of knowledge and skills and inspired a generation of learners to see beyond their immediate environment.

    “Reflecting on the impact of these eight years, the PBL structure within FLL and FTC has not only facilitated the acquisition of knowledge and skills but has also inspired a generation of learners to see beyond the confines of their immediate environment.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Factors such as learning from failures, perseverance in competitions year after year, and collaboration among team members despite differences are essential for team success in competitions and for individuals' future career paths.

    “Factors such as learning from failures, perseverance in competitions year after year, and collaboration among team members despite differences in personality, background, and schedules are not only essential for team success in competitions but also for individuals' future career paths.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study had a relatively small sample size.

    “Despite our relatively small sample size”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Through challenges and milestones, students built a foundation for lifelong learning and success.

    “Through the challenges faced and the milestones achieved, students have not only built robots but have also built a foundation for lifelong learning and success.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The findings supported the concept of a growth mindset, suggesting that accumulating STEM skills from an early age is akin to training an athlete from childhood.

    “Additionally, our findings supported the concept of a growth mindset, suggesting that accumulating STEM skills from an early age is akin to training an athlete from childhood.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Implementing long-term, regular PBL at an early stage presents challenges for educators and parents.

    “Implementing long-term, regular PBL at an early stage presents challenges for educators and parents alike.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Using PBL principles, FLL and FTC robotics programs enhance technical skills and promote community involvement and global impact.

    “Using PBL principles, FLL and FTC robotics programs not only enhance technical skills but also promote community involvement and global impact.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The results confirmed the effectiveness of early exposure to STEM in attracting children to STEM fields, fostering early identity, and improving self-esteem.

    “our results confirmed the effectiveness of early exposure to STEM in attracting children to STEM fields, fostering early identity, and improving self-esteem.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Consistent, long-term engagement in robotic competitions plays a crucial role in enriching learning experiences, shaping character, and fostering self-development for children.

    “Consistent, long-term engagement in robotic competitions plays a crucial role in enriching learning experiences, shaping character, and fostering self-development for children.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    PBL was instrumental in ensuring each challenge and project was an opportunity for growth, reflection, and real-world application.

    “PBL has been instrumental in ensuring that each challenge and project was not just another task but an opportunity for growth, reflection, and real-world application.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Students emerged as young innovators ready to contribute to their communities and the broader world.

    “Students have emerged as more than just participants in a robotics program; they are young innovators, ready to contribute to their communities and the broader world.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The PBL approach in this study required extensive resources from professionals, the FIRST community, educators, and parents.

    “The PBL approach in this study required extensive resources from professionals, the FIRST community, educators, and parents.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The experiences and lessons from this journey affirm the vital role of hands-on, project-based learning in education.

    “As we look to the future, the experiences and lessons gleaned from this journey affirm the vital role of hands-on, project-based learning in education.”
    Quote in the paperNot a substantial claim
52 of 52
  • The paper relies on this without support.

    K-12 education plays a key role in laying the groundwork for STEM education.

    “To equip the next generation of STEM professionals with the skills needed for innovation and to tackle the challenges of globalization, K-12 education plays a key role in laying the groundwork for STEM education.”
  • The paper relies on this without support.

    PBL can serve as an effective vehicle to facilitate student-driven knowledge acquisition, skill practice, and reflective inquiry.

    “PBL can serve as an effective vehicle to facilitate student-driven knowledge acquisition, skill practice, and reflective inquiry.”
  • The paper relies on this without support.

    Diverse themes in annual robotic competitions facilitate project-based learning (PBL) opportunities tailored to children of varying ages.

    “Furthermore, diverse themes in annual robotic competitions facilitate project-based learning (PBL) opportunities tailored to children of varying ages.”
  • The paper relies on this without support.

    When students have a clear sense of purpose and understand how their education relates to their future careers, they are often more motivated to excel academically.

    “Additionally, when students have a clear sense of purpose and understand how their education relates to their future careers, they are often more motivated to excel academically and can see the relevance of their coursework.”
  • The paper relies on this without support.

    Robot performance in FIRST competitions directly reflects the growth of team members' technical skills.

    “Competition data with both FLL and FTC, where the robots' performance directly reflects the growth of team members' technical skills, and judge room presentations directly reflecting the growth of both technical skills and soft skills”
  • The paper relies on this without support.

    Judge room presentations in FIRST competitions directly reflect the growth of both technical skills and soft skills.

    “Competition data with both FLL and FTC, where the robots' performance directly reflects the growth of team members' technical skills, and judge room presentations directly reflecting the growth of both technical skills and soft skills”
  • The paper relies on this without support.

    Team members' self-evaluation, team parents' satisfaction, and impacts of team activities are valid indicators of PBL outcomes.

    “Longitudinal comparisons of PBL outcomes were performed considering the team members' self-evaluation, satisfactory level of team parents, and impacts of team activities.”
  • The paper relies on this without support.

    Each year, team activities were separated into multiple technical, outreach, or joint projects, with each project incorporating key PBL elements.

    “Each year, team activities were separated into multiple technical, outreach, or joint projects, with each project incorporating key PBL elements.”
  • The paper relies on this without support.

    Disparities in access to professional resources, such as coaching or mentorship, exist between regions and populations.

    “We are well aware that disparities in access to professional resources, such as coaching or mentorship, exist between regions and populations.”
9 of 9

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. National Research Council, Successful K-12 STEM education: Identifying effective approaches in science, technology, engineering, and mathematics. National Academies Press, 2011.
  2. J. A. Bellanca, 21st century skills: Rethinking how students learn. Solution tree press, 2010.

Cited by

Sorted by citations

Authors
Jin, J., Olkowski, P., Lu, J., Liu, V., Bakri, I., Rao, A., Jin, Y.-F., & Xu, I.
Affiliations
  • The University of Texas at San Antonio (US)
  • University of Central Florida (US)
  • American Society For Engineering Education (US)
Venue
2024 ASEE Annual Conference & Exposition Proceedings
Published
2024-08-04
OpenAlex
W4401314522
Cited by
1
References
15
Citations by year
2025: 1
FWCI
0.29
Type
conference paper
Language
en
Open access
Locations
ASEE Annual Conference & Exposition (publishedVersion)
Funders
  • National Science Foundation (2051113)
  • National Aeronautics and Space Administration
  • Directorate for STEM Education
Topics
  • Physical Sciences › Computer Science › Artificial Intelligence › Educational Robotics and Engineering
  • Social Sciences › Education › Problem and Project Based Learning
  • Physical Sciences › Computer Science › Computer Science Applications › Teaching and Learning Programming
Keywords
FIRST LEGO League, robot competition, project-based learning, K-12 STEM education, student skills development, soft skills, career readiness, mentoring, self-esteem, persistence, 3D printing, computer-aided design, student leadership, community participation, professional communication, conflict resolution

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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