Eight-Year Journey with the FIRST Program: How Robots Build Kids
Open accessAbstract
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
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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
- Findingnone given
In the first two years of FTC PBL, soft skills focused on oral and visual presentations, often applied by individual team members.
“The soft skills in the first two years focused on oral and visual presentations, often applied by individual team members”
Quote in the paperSubstantial claim - Findingown data
The team recorded 153 training sessions on technical and soft skills, including mechanical engineering, programming, usage of sensors, computer-aided design, and 3D printing, alongside skills in professional communication, oral and written presentation, engineering notebook documentation, and conflict resolution.
“It recorded 153 training sessions on technical and soft skills, including mechanical engineering, programming, usage of sensors, computer-aided design, and 3D printing”
- Also stated in: § Abstract · plain
“alongside skills in professional communication, oral and written presentation, engineering notebook documentation, and conflict resolution.”
Quote in the paperNot a substantial claim - Also stated in: § Abstract · plain
- Findingnone given
During the eight-year PBL journey, the rookie team participated in two internationally reputable robotics competition programs: FLL and FTC.
“During the eight-year PBL journey, the rookie team participated in two internationally reputable robotics competition programs: FLL and FTC.”
Quote in the paperSubstantial claim - Findingown data
In the 2018-2019 season, the team earned 1st place in mechanical design/robot performance at the regional tournament.
“1st place in mechanical design/robot performance at the regional tournament”
Quote in the paperNot a substantial claim - Findingnone given
Before 2019, the team used 0% computer-aided design (CAD).
“Before 2019, the team used 0% computer-aided design (CAD).”
Quote in the paperNot a substantial claim - Findingown data
The PBL experience has shaped 14 young students' STEM journey from 3rd to 12th grade.
“The PBL experience has shaped 14 young students' STEM journey from 3 rd to12th grade.”
Quote in the paperSubstantial claim- Rests on an assumption: Team members' self-evaluation, team parents' satisfaction, and impacts of team activities are valid indicators of PBL outcomes.
- Findingown data
The team accumulated a total of 3,522 hours dedicated to robotics construction and skill enhancement over this period.
“It highlights the team's increasing commitment to PBL, accumulating a total of 3,522 hours dedicated to robotics construction and skill enhancement over this period.”
Quote in the paperNot a substantial claim - Findingnone given
The team's innovative solution for the 2018 INTO ORBIT challenge was B.E.A.R (Buoyant, Emotional, Attachment, Response), a bear equipped with video chat capabilities and the ability to convey hugs remotely using onboard Wi-Fi and satellite communication.
“The team's innovative solution was B.E.A.R (Buoyant, Emotional, Attachment, Response), a bear equipped with video chat capabilities and the ability to convey hugs remotely using onboard Wi-Fi and satellite communication.”
Quote in the paperNot a substantial claim - Findingown data
In the last two years of FTC PBL, soft skills centered on creating and implementing high-impact events requiring a range of soft skills applied by multiple team members at multiple stages, such as time and project management, team coordination, strategic communication, and effective leadership.
“while those in the last two years centered on creating and implementing high-impact events that required a range of soft skills, applied by multiple team members at multiple stages, such as time and project management, team coordination, strategic communication, and effective leadership.”
Quote in the paperSubstantial claim - Findingown data
The team's world ranking jumped from #344 in 2019 to #8 in 2022.
“Accordingly, the team's world ranking jumped from #344 in 2019 to #8 in 2022, as shown in Table 8.”
Quote in the paperNot a substantial claim - Findingnone given
One member has gained the official Autodesk CAD Certificate.
“1 member has gained the official Autodesk CAD Certificate.”
Quote in the paperNot a substantial claim - Interpretationnone given
With accumulation of years engaging in PBL, students' technical and soft skills became more specialized and impact-yielding.
“With the accumulation of the number of years engaging in the PBL module, students' technical and soft skills became more specialized and impact-yielding.”
Quote in the paperNot a substantial claim - Interpretationown data
PBL-guided robotic education has played a pivotal role in shaping well-rounded individuals.
“The concept of “Robots build kids” encapsulates a journey of transformation where PBL-guided robotic education has played a pivotal role in shaping well-rounded individuals.”
Quote in the paperNot a substantial 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.
- Premisecitation
International robotic competitions have played a key role in attracting children and teenagers to STEM fields.
“As a successful example, international robotic competitions have played a key role in attracting children and teenagers to STEM fields [6][7][8][9].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6][7][8][9]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
PBL makes the learning process more meaningful for students.
“Additionally, it makes the learning process more meaningful for students [26].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] 26. P. C. Blumenfeld, E. Soloway, R. W. Marx, J. S. Krajcik, M. Guzdial, and A. Palincsar, "Motivating project-based learning: Sustaining the doing, supporting the learning," Educational psychologist, vol. 26, no. 3-4, pp. 369-398, 1991. source
- Interpretationown data
The team's efforts demonstrate a model of successful PBL with consistently enhanced performance.
“These efforts underline the team's accomplishments in skill development, career readiness, and community engagement, demonstrating a model of successful PBL with consistently enhanced performance.”
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.
- Interpretationreasoning
Technical breakthroughs directly contributed to improved robot performance during competitions.
“The technical breakthroughs directly contributed to the improved robot performance during competitions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Students evolved from understanding basic robot design to mastering complex programming challenges into adept problem solvers equipped with technical and soft skills.
“From the initial steps of understanding basic robot design to mastering complex programming challenges, students have evolved into adept problem solvers equipped with a robust set of technical and soft skills.”
Quote in the paperSubstantial claim - Interpretationreasoning
The journey underscored the transformative power of robotics education in developing a full spectrum of skills among participants.
“This journey has underscored the transformative power of robotics education in developing a full spectrum of skills among its participants.”
Quote in the paperSubstantial claim - Interpretationreasoning
The eight-year educational journey through FLL and FTC, structured around PBL, has demonstrated that robotic education does much more than teach children how to build robots; it builds the children themselves.
“The eight-year educational journey through FLL and FTC, structured around the principles of PBL, has profoundly demonstrated that robotic education does much more than teach children how to build robots; it builds the children themselves.”
Quote in the paperSubstantial claim
- May combine two claims. 23
- Classified as probably not a substantial claim. 35
May combine two claims.
PremisecitationStudent-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.
PremisecitationReflective 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.
PremisecitationPBL 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 givenDespite 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenFollowing 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenIn 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 claimMay combine two claims.
Findingnone givenThe 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 claimMay combine two claims.
FindingreasoningThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe team engaged in 212 hours of outreach activities.
“Additionally, they engaged in 212 hours of outreach activities”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOver 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 givenThe 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 claimMay combine two claims.
Findingown dataThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Findingnone givenFLL 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 claimMay combine two claims.
Findingnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn 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 claimMay combine two claims.
Findingnone givenEach 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 claimMay combine two claims.
FindingreasoningThrough 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 givenAs 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe 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 claimMay combine two claims.
Findingnone givenIn 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 claimMay combine two claims.
Findingnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenAll 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenEach 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe 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 claimMay combine two claims.
Findingnone givenThe 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 claimClassified as probably not a substantial claim.
Study design and conductnone givenAll 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationStudents 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).
PremisecitationInnovation 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.
- Also stated in: § Abstract · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenQuantitative 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 claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationThese 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.
PremisecitationStudent-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.
InterpretationreasoningThe 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 givenLongitudinal 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThis 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 claimClassified as probably not a substantial claim.
Study design and conductnone givenTeam performances were obtained from the FIRST website.
“Team performances were obtained from the FIRST website.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationnone givenProgramming 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThese 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.
InterpretationreasoningThe 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 claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningFactors 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study had a relatively small sample size.
“Despite our relatively small sample size”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThrough 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 claimMay combine two claims.
InterpretationreasoningThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenImplementing 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 claimMay combine two claims.
Interpretationown dataUsing 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 claimMay combine two claims.
Interpretationown dataThe 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 claimMay combine two claims.
InterpretationreasoningConsistent, 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenPBL 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningStudents 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe 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
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.”
Cites
Motivating Project-Based Learning: Sustaining the Doing, Supporting the Learning
Blumenfeld, P. C., Soloway, E., Marx, R. W., Krajcik, J. S., Guzdial, M., & Palincsar, A. (1991) · Educational Psychologist · doi:10.1080/00461520.1991.9653139 · Cited by 3,594 · see citing works
A REVIEW OF RESEARCH ON PROJECT-BASED LEARNING
Thomas, J. W. (2000) · Cited by 2,287 · see citing works
Motivating Project-Based Learning: Sustaining the Doing, Supporting the Learning
Blumenfeld, P. C., Soloway, E. M., Marx, R. W., et al. (1991) · Educational Psychologist · doi:10.1207/s15326985ep2603&4_8 · Cited by 1,120 · see citing works
The process of problem‐based learning: what works and why
Schmidt, H. G., Rotgans, J. I., & Yew, E. H. (2011) · Medical Education · doi:10.1111/j.1365-2923.2011.04035.x · Cited by 855 · see citing works
Markula, A., & Aksela, M. (2022) · Disciplinary and Interdisciplinary Science Education Research · doi:10.1186/s43031-021-00042-x · Cited by 264 · see citing works
Jumping the PBL Implementation Hurdle: Supporting the Efforts of K–12 Teachers
Ertmer, P. A., & Simons, K. D. (2006) · Interdisciplinary Journal of Problem-Based Learning · doi:10.7771/1541-5015.1005 · Cited by 262 · see citing works
Eguchi, A. (2016) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2015.05.013 · Cited by 252 · see citing works
(2014) · Journal of STEM Education Innovations and Research · Cited by 63 · see citing works
Collaborative gaming and competition for CS-STEM education using SPHERES Zero Robotics
Nag, S., Katz, J. G., & Saenz-Otero, A. (2013) · Acta Astronautica · doi:10.1016/j.actaastro.2012.09.006 · Cited by 48 · see citing works
Leas, H. D., Nelson, K. L., Grandgenett, N., Tapprich, W. E., & Cutucache, C. E. (2017) · Journal of Youth Development · doi:10.5195/jyd.2017.474 · Cited by 18 · see citing works
Barron, L., & Wells, L. (2013) · Journal of Learning in Higher Education · Cited by 18 · see citing works
Encouraging Higher Education STEM Careers Through Robotics Competitions
Canek, R., Torres-Carrión, P. V., & Rodas, O. (2020) · IEEE Integrated STEM Education Conference (ISEC) · doi:10.1109/isec49744.2020.9397837 · Cited by 18 · see citing works
(2014) · Society for Information Technology & Teacher Education International Conference · Cited by 17 · see citing works
Grant, M. M., & Tamim, S. R. (2019) · doi:10.1002/9781119173243.ch10 · Cited by 7 · see citing works
Ozis, F., Newley, A., & Kaya, E. (2016) · ASEE Annual Conference & Exposition · doi:10.18260/p.26905 · Cited by 5 · see citing works
(2022) · doi:10.18260/1-2--41048 · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- National Research Council, Successful K-12 STEM education: Identifying effective approaches in science, technology, engineering, and mathematics. National Academies Press, 2011.
- J. A. Bellanca, 21st century skills: Rethinking how students learn. Solution tree press, 2010.
Cited by
Sorted by citations
BOARD # 236: Enhance the REU Participants’ Identification with Research Training and Engagement
Jin, Y.-F., & Niu, J. (2025) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--55595 · Cited by 1 · see citing works
Self-citation
- 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
- Publisher
- ASEE Conferences
- 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
- bronze
- doi.org
- 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.
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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.
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