Identifying 21st Century STEM Competencies Using Workplace Data
Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growin...
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Published in | Journal of science education and technology Vol. 25; no. 2; pp. 284 - 301 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Springer Science+Business Media LLC
01.04.2016
Springer Netherlands Springer Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Abstract | Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growing interest in the skills needed for STEM disciplines and ask whether frameworks for 21st century skills and engineering education cover all of important STEM competencies. In this study, we identify important STEM competencies and evaluate the relevance of current frameworks applied in education using the standardized job-specific database operated and maintained by the US Department of Labor. Our analysis of the importance of 109 skills, types of knowledge and work activities, revealed 18 skills, seven categories of knowledge, and 27 work activities important for STEM workers. We investigate the perspectives of STEM and non-STEM job incumbents, comparing the importance of each skill, knowledge, and work activity for the two groups. We aimed to condense dimensions of the 52 key areas by categorizing them according to the Katz and Kahn (1978) framework and testing for inter-rater reliability. Our findings show frameworks for 21st century skills and engineering education do not encompass all important STEM competencies. Implications for STEM education programs are discussed, including how they can bridge gaps between education and important workplace competencies. |
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AbstractList | Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growing interest in the skills needed for STEM disciplines and ask whether frameworks for 21st century skills and engineering education cover all of important STEM competencies. In this study, we identify important STEM competencies and evaluate the relevance of current frameworks applied in education using the standardized job-specific database operated and maintained by the US Department of Labor. Our analysis of the importance of 109 skills, types of knowledge and work activities, revealed 18 skills, seven categories of knowledge, and 27 work activities important for STEM workers. We investigate the perspectives of STEM and non-STEM job incumbents, comparing the importance of each skill, knowledge, and work activity for the two groups. We aimed to condense dimensions of the 52 key areas by categorizing them according to the Katz and Kahn (1978) framework and testing for inter-rater reliability. Our findings show frameworks for 21st century skills and engineering education do not encompass all important STEM competencies. Implications for STEM education programs are discussed, including how they can bridge gaps between education and important workplace competencies. Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growing interest in the skills needed for STEM disciplines and ask whether frameworks for 21st century skills and engineering education cover all of important STEM competencies. In this study, we identify important STEM competencies and evaluate the relevance of current frameworks applied in education using the standardized job-specific database operated and maintained by the US Department of Labor. Our analysis of the importance of 109 skills, types of knowledge and work activities, revealed 18 skills, seven categories of knowledge, and 27 work activities important for STEM workers. We investigate the perspectives of STEM and non-STEM job incumbents, comparing the importance of each skill, knowledge, and work activity for the two groups. We aimed to condense dimensions of the 52 key areas by categorizing them according to the Katz and Kahn (1978) framework and testing for inter-rater reliability. Our findings show frameworks for 21st century skills and engineering education do not encompass all important STEM competencies. Implications for STEM education programs are discussed, including how they can bridge gaps between education and important workplace competencies. Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growing interest in the skills needed for STEM disciplines and ask whether frameworks for 21st century skills and engineering education cover all of important STEM competencies. In this study, we identify important STEM competencies and evaluate the relevance of current frameworks applied in education using the standardized job-specific database operated and maintained by the US Department of Labor. Our analysis of the importance of 109 skills, types of knowledge and work activities, revealed 18 skills, seven categories of knowledge, and 27 work activities important for STEM workers. We investigate the perspectives of STEM and non-STEM job incumbents, comparing the importance of each skill, knowledge, and work activity for the two groups. We aimed to condense dimensions of the 52 key areas by categorizing them according to the Katz and Kahn ( 1978 ) framework and testing for inter-rater reliability. Our findings show frameworks for 21st century skills and engineering education do not encompass all important STEM competencies. Implications for STEM education programs are discussed, including how they can bridge gaps between education and important workplace competencies. Gaps between science, technology, engineering, and mathematics (STEM) education and required workplace skills have been identified in industry, academia, and government. Educators acknowledge the need to reform STEM education to better prepare students for their future careers. We pursue this growing interest in the skills needed for STEM disciplines and ask whether frameworks for 21st century skills and engineering education cover all of important STEM competencies. In this study, we identify important STEM competencies and evaluate the relevance of current frameworks applied in education using the standardized job-specific database operated and maintained by the US Department of Labor. Our analysis of the importance of 109 skills, types of knowledge and work activities, revealed 18 skills, seven categories of knowledge, and 27 work activities important for STEM workers. We investigate the perspectives of STEM and non-STEM job incumbents, comparing the importance of each skill, knowledge, and work activity for the two groups. We aimed to condense dimensions of the 52 key areas by categorizing them according to the Katz and Kahn (1978 (See CR100)) framework and testing for inter-rater reliability. Our findings show frameworks for 21st century skills and engineering education do not encompass all important STEM competencies. Implications for STEM education programs are discussed, including how they can bridge gaps between education and important workplace competencies. |
Audience | Academic |
Author | Jang, Hyewon |
Author_xml | – sequence: 1 givenname: Hyewon surname: Jang fullname: Jang, Hyewon |
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References | Bonous-HammarthMPathways to success: affirming opportunities for science, mathematics, and engineering majorsJ Negro Educ20006992111 PiburnMDBakerDRIf I were the teacher … qualitative study of attitude toward scienceSci Educ199377439340610.1002/sce.3730770404 OECDOECD skills outlook 2013: first results from the survey of adult skills2013ParisOECD BlackPWiliamDAssessment and classroom learningAssess Educ Princ Policy Pract199851774 MarkleRBrennemanMJacksonTBurrusJRobbinsSSynthesizing frameworks of higher education student learning outcomesETS Res Rep Ser2013201313710.1002/j.2333-8504.2013.tb02316.x JonassenDStrobelJLeeCEveryday problem solving in engineering: lessons for engineering educatorsJ Eng Educ200695213915110.1002/j.2168-9830.2006.tb00885.x NAEP (2013) Technology and engineering literacy framework for the 2014 National Assessment of Educational Progress. In: Technology and engineering literacy framework for the 2014 NAEP. National Assessment Governing Board, Washington, DC RussellSHHancockMPMcCulloughJBenefits of undergraduate research experiencesScience2007316582454854910.1126/science.1140384 FacionePACritical thinking: a statement of expert consensus for purposes of educational assessment and instruction1990VancouverAmerican Philosophical Association PetersonNGMumfordMDBormanWCJeanneretPRFleishmanEALevinKYUnderstanding work using the Occupational Information Network (O*NET): implications for practice and researchPers Psychol200154245149210.1111/j.1744-6570.2001.tb00100.x PetroskiHInvention by design: how engineers get from thought to thing1996CambridgeHarvard University Press Hung-LianTLeeSKohSEducational gaps as perceived by IS educators: a survey of knowledge and skill requirementsJ Comput Inf Syst200041276 APDOPThe new DOT: a database of occupational titles for the twenty-first century: final report1993Washington, DCU.S. Department of Labor, Employment and Training Administration, U.S. Employment Service FelderRMBrentRDesigning and teaching courses to satisfy the ABET engineering criteriaJ Eng Educ200392172510.1002/j.2168-9830.2003.tb00734.x TrustyJEffects of high school course-taking and other variables on choice of science and mathematics college majorsJ Couns Dev200280446447410.1002/j.1556-6678.2002.tb00213.x MyersREFoutsJTA cluster analysis of high school science classroom environments and attitude toward scienceJ Res Sci Teach199229992993710.1002/tea.3660290904 ChiMTHGlaserRProblem-solving ability1985PittsburghLearning Research and Development Center, University of Pittsburgh PCASTPrepare and inspire: K-12 science, technology, engineering, and math (STEM) education for America’s future2010Washington, DCThe President’s Council of Advisors on Science and Technology1142 Radermacher A, Walia G (2013) Gaps between industry expectations and the abilities of graduates. Paper presented at the proceeding of the 44th ACM technical symposium on computer science education ShindlerJV“Greater than the sum of the parts?” Examining the soundness of collaborative exams in teacher education coursesInnov High Educ200428427328310.1023/B:IHIE.0000018910.08228.39 FleishmanEAHempelWEJrThe relation between abilities and improvement with practice in a visual discrimination reaction taskJ Exp Psychol195549530131210.1037/h0044697 GilleyBHClarkstonBCollaborative testing: evidence of learning in a controlled in-class study of undergraduate studentsJ Coll Sci Teach2014433839110.2505/4/jcst14_043_03_83 ClairKSChiharaLTeam-based learning in a statistical literacy classJ Stat Educ2012201120 CrawleyEMalmqvistJÖstlundSBrodeurDRethinking engineering education: the CDIO approach2007New YorkSpringer FleishmanEASystems for describing human tasksAm Psychol198237782183410.1037/0003-066X.37.7.821 WardSLByrnesJPOvertonWFOrganization of knowledge and conditional reasoningJ Educ Psychol199082483283710.1037/0022-0663.82.4.832 LeeSFangXPerception gaps about skills requirement for entry-level is Professionals between recruiters and students: an exploratory studyInf Resour Manag J2009213396310.4018/irmj.2008070103 OakesJOpportunities, achievement, and choice: women and minority students in science and mathematicsRev Res Educ199016115322210.3102/0091732X016001153 Gunnink B, Bernhardt KLS (2002) Writing, critical thinking, and engineering curricula. In: Frontiers in education, 2002. FIE 2002. 32nd annual, 2002, vol 2. IEEE, pp F3H-2–F3H-7 PetersonNGMumfordMDBormanWCJeanneretPRFleishmanEAAn occupational information system for the 21st century: the development of O*NET1999Washington, DCAmerican Psychological Association10.1037/10313-000 BurkamDTLeeVEMathematics, foreign language, and science coursetaking and the NELS: 88 transcript data (NCES, Trans.)2003Washington, DCNCES HendersonCPromoting instructional change in new faculty: an evaluation of the physics and astronomy new faculty workshopAm J Phys200876217918710.1119/1.2820393 ShakerinSThe art of estimationInt J Eng Educ2006222273278 MillerRBTask taxonomy: science or technology?Ergonomics196710216717610.1080/00140136708930856 HellerPHollabaughMTeaching problem solving through cooperative grouping. Part 2: designing problems and structuring groupsAm J Phys199260763764410.1119/1.17118 HurdPLinking science education to the workplaceJ Sci Educ Technol19987432933510.1023/A:1021871209239 FortusDThe importance of learning to make assumptionsSci Educ20099318610810.1002/sce.20295 Ahern-RindellAJApplying inquiry-based and cooperative group learning strategies to promote critical thinkingJ Coll Sci Teach1998283203207 BinkleyMErstadOHermanJRaizenSRipleyMMiller-RicciMGriffinPMcGawBCareEDefining twenty-first century skillsAssessment and teaching of 21st century skills2012New YorkSpringer176610.1007/978-94-007-2324-5_2 LuM-TChungC-WWangPKnowledge and skills of IS graduates: a Hong Kong perspectiveJ Comput Inf Syst19983924047 MalteseAVTaiRHPipeline persistence: examining the association of educational experiences with earned degrees in STEM among U.S. studentsSci Educ201195587790710.1002/sce.20441 SwansonJLTokarDMCollege students’ perceptions of barriers to career developmentJ Vocat Behav19913819210610.1016/0001-8791(91)90020-M AutorDHLevyFMurnaneRJThe skill content of recent technological change: an empirical explorationQ J Econ200311841279133310.1162/003355303322552801 FleishmanEAAcquisition of skill (Human abilities and the acquisition of skill)1966OxfordAcademic Press FleishmanEAOn the relation between abilities, learning, and human performanceAm Psychol197227111017103210.1037/h0033881 NRCAssessing 21st century skills: Summary of a workshop2011Washington, DCThe National Academies Press MeierRLWilliamsMRHumphreysMARefocusing our efforts: assessing non-technical competency gapsJ Eng Educ200089337738510.1002/j.2168-9830.2000.tb00539.x NRC Center for Education (2008) Research on future skill demands: A workshop summary. The National Academies Press, Washington, DC UNESCO (1996) The treasure within. Report to UNESCO of the International Commission on Education for the Twenty-First Century, Paris FleishmanEAQuaintanceMKTaxonomies of human performance: the description of human tasks1984San DiegoAcademic Press GrayFEEmersonLMacKayBMeeting the demands of the workplace: science students and written skillsJ Sci Educ Technol200514442543510.1007/s10956-005-8087-y SmithEAThe role of tacit and explicit knowledge in the workplaceJ Knowl Manag20015431132110.1108/13673270110411733 P21 (2015) Partnership for 21 century skills framework definitions http://www.p21.org/storage/documents/docs/P21_Framework_Definitions_New_Logo_2015.pdf. Accessed 20 Jan 2015 AdamsWKWiemanCEDevelopment and validation of instruments to measure learning of expert-like thinkingInt J Sci Educ20113391289131210.1080/09500693.2010.512369 BurrusJJacksonTXiNSteinbergJIdentifying the most important 21st century workforce competences: an analysis of the occupational information network (O*NET)ETS Res Rep Ser2013201315510.1002/j.2333-8504.2013.tb02316.x AstinAWAstinHSUndergraduate science education: the impact of different college environments on the educational pipeline in the sciences. Final report1992Los AngelesHigher Education Research Institute1377 BybeeRWWhat is STEM education?Science2010329599599610.1126/science.1194998 FleishmanEAPerformance assessment based on an empirically derived task taxonomyHum Factors196794349 HolmesNGWiemanCEBonnDATeaching critical thinkingProc Natl Acad Sci201511236111991120410.1073/pnas.1505329112 TaiRHQi LiuCMalteseAVFanXPlanning early for careers in scienceScience200631257771143114410.1126/science.1128690 FraseLEMaximizing people power in schools [microform]: motivating and managing teachers and staff. Successful schools: guidebooks to effective educational leadership, volume 5/Larry E. Frase1992Washington, DCDistributed by ERIC Clearinghouse HollanderMWolfeDAChickenENonparametric statistical methods2013New YorkJohn Wiley & Sons KatzDKahnRLThe social psychology of organizations1978IINew YorkWiley FairweatherJLinking evidence and promising practices in science, technology, engineering, and mathematics (STEM) undergraduate education2008Washington, DCBoard of Science Education, National Research Council, The National Academies StearnsSACollaborative exams as learning toolsColl Teach199644311111210.1080/87567555.1996.9925564 ABET (2015) Criteria for accrediting engineering programs, 2015–2016. http://www.abet.org/accreditation/accreditation-criteria/criteria-for-accrediting-engineering-programs-2015-2016/#outcomes. 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SubjectTerms | 21st century 21st Century Skills Analysis Career development Career Readiness Communication Skills Comparative Analysis Computer Literacy Consumer information Critical Thinking Education Education Work Relationship Educational Change Educational Technology Engineering Engineering Education Engineering schools Federal agencies Information Literacy Interrater Reliability Job Skills Knowledge management Learning strategies Mathematical knowledge Mathematics Education Methods Problem Solving Reliability engineering Science Education Skill Development Skills Social engineering STEM Education Technical education Technological Literacy Technology Education Thinking Skills Work Environment Workers Workplaces |
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Title | Identifying 21st Century STEM Competencies Using Workplace Data |
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