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Data Quality Campaign, 2025
Statewide longitudinal data systems (SLDSs) often rely on personal identifiers to securely link individual-level data across early childhood, K-12, higher education, and the workforce. However, different sectors use different types of personal identifiers which can make accurately connecting records difficult. Driver's license data offers a single…
Descriptors: Data Collection, Motor Vehicles, Certification, Education Work Relationship
Data Quality Campaign, 2025
Policymakers across the country are seeking to better understand credentials of value--the education and training programs that help workers fill in-demand and growing jobs in their states. But right now, leaders are lacking the complete set of information they need to understand P-20W (early childhood, K-12, postsecondary, and workforce) pathways…
Descriptors: Unemployment, Insurance, Labor Force, Education Work Relationship
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Rick L. Brattin – Higher Education, Skills and Work-based Learning, 2025
Purpose: Higher education institutions increasingly emphasize data analytics education, yet curricula based solely on competency-based frameworks may overlook industry's process-driven approach. This study examines the process deficit in data analytics education and its impact on workforce readiness. It explores strategies to better align…
Descriptors: Higher Education, Data Analysis, Data Science, Career Readiness
Jason Delisle; Jason Cohn – Urban Institute, 2024
Data showing what students earn after attending higher education institutions have become increasingly available, bolstering calls from policymakers and advocates that government financial aid programs should be tied to those outcomes. Often overlooked, however, is that these data and policies usually reflect the earnings of only students who…
Descriptors: College Graduates, College Attendance, Dropouts, Data Collection
Data Quality Campaign, 2024
In 2024, state legislators introduced hundreds of bills that would affect data collection, access, and use across early education, K-12, postsecondary, and the workforce. As in 2023, legislators continued to introduce and enact legislation governing cross-agency data systems. These policies are the most important step toward making statewide…
Descriptors: State Legislation, Early Childhood Education, Elementary Secondary Education, Labor Force
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Thomas G. Calderon, Editor – Advances in Accounting Education: Teaching and Curriculum Innovations, 2024
"Advances in Accounting Education: Teaching and Curriculum Innovations" publishes both non-empirical and empirical articles dealing with accounting education. All articles emphasize teaching, learning and curriculum development, and discuss vital matters pertaining to the improvement of accounting programs at colleges and universities.…
Descriptors: Accounting, Business Education, Curriculum Development, College Curriculum
Anne Wicks; Amanda Wirtz – George W. Bush Institute, 2024
Determining whether a state's young people are on track for a life of opportunity is a difficult task for governors and state leaders. States can be both awash in data and unable to easily access and use that data to inform policy. State longitudinal data systems that meaningfully connect workforce, higher education, K-12, and early childhood…
Descriptors: State Legislation, Data Analysis, Learning Analytics, Information Systems
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Queen E. Booker; Carl M. Rebman Jr.; Hayden Wimmer; Steve B. Levkoff; Loreen Powell; Jennifer L. Breese – Information Systems Education Journal, 2024
The focus of this study was to assess the skill requirements for data analytics positions and to understand data analysis employment expectations for new graduates. Furthermore, this work seeks to highlight issues relevant to curriculum management in university degree programs. 786 job postings were analyzed for domain-related, soft skills, as…
Descriptors: Data Analysis, College Graduates, Expectation, Employment Potential
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Anastasia A. Sozinova – Education in the Asia-Pacific Region: Issues, Concerns and Prospects, 2025
Artificial intelligence is a tool of the digital economy. Its use facilitates the growth of the level of productivity, effectiveness and quality of managing the spheres of infrastructural support. The smart cities concept is based on ensuring the management of the main city infrastructures based on the means of AI. In the studied countries of…
Descriptors: Foreign Countries, Artificial Intelligence, Labor Market, Education Work Relationship
Cedefop - European Centre for the Development of Vocational Training, 2021
The feedback between vocational education and training (VET) and the labour market can provide important input for the review and renewal of qualifications. A feedback loop that is based on learning outcomes helps provide deeper insights into what is required on the labour market, what is offered in training provisions and assessed at the end of a…
Descriptors: Vocational Education, Outcomes of Education, Education Work Relationship, Qualifications
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Eylem Tas – Information and Learning Sciences, 2024
Purpose: This study aims to explore the findings related to data literacy skills for students to succeed in the digital age labor market and the role of university-industry collaborations (UICs) in the co-design and co-delivery of curriculum for the development of students' data literacy. Design/methodology/approach: The study uses an…
Descriptors: Statistics Education, School Business Relationship, Teaching Methods, Labor Market
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Ha-Joon Chung; Guanglei Hong – Society for Research on Educational Effectiveness, 2024
Context: Prolonged disconnection from school and work represents major setbacks during the transition to adulthood and is a distinct feature of the developmental trajectories of many disadvantaged youths, especially those from a marginalized racial background (Hong and Chung 2022; Shanahan 2000). Differential schooling experiences are hypothesized…
Descriptors: Education Work Relationship, Racism, Disadvantaged, Student School Relationship
Statistics Canada, 2023
Each year, Statistics Canada releases data on the labour market outcomes of college and university graduates using data from the Education and Labour Market Longitudinal Platform (ELMLP). Statistics Canada has developed the ELMLP in collaboration with the provincial and territorial ministries of education, Employment and Social Development Canada…
Descriptors: Foreign Countries, College Graduates, Labor Market, Education Work Relationship
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David Levy; Harvey J. Graff – Change: The Magazine of Higher Learning, 2024
Historically, it has been difficult for students and their families to compare how different colleges and programs improve students' chances of landing a desirable job and earning a good salary. The U.S. Department of Education's 2015 release of student earning data was a major step toward remedying this problem. The data offered by the College…
Descriptors: College Choice, Income, Outcomes of Education, Education Work Relationship
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Steven A. Harrast; Lori Olsen; Yan Sun – Advances in Accounting Education: Teaching and Curriculum Innovations, 2023
Prior research (Harrast, Olsen, & Sun, 2023) analyzes the eight emerging topics to be included in future CPA exams and discusses their importance to career success and appropriate teaching locus in light of survey evidence. They find that the general topic of data analytics is the most important of the eight emerging topics. To further…
Descriptors: Accounting, Licensing Examinations (Professions), Data Analysis, Computer Software
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