Glossary by Category
This glossary organizes terms from the learn-and-work ecosystem into 12 key components, further broken down into relevant subcategories. It serves two primary purposes:
To help users identify/navigate terms most relevant to each component and subcategory within the component, especially when the key components encompass hundreds of terms.
To support the Library’s AI bot in creating relational maps for the Initiatives featured in the Library by leveraging this structured, categorized glossary.
*Note: Some terms appear in more than one subcategory.
Alliances & Intermediaries
Leveraging resources toward common visions for improvement.
Collaborative groups of educational institutions working together to share resources, align curricula, and advance shared goals.
Collaborative efforts between employers and education, to address training, academic alignment, workforce needs, policy, etc.
Collaborative efforts between employers and education to address policy.
Collaborative efforts between employers and education to address academic program alignment.
Collaborative efforts between employers and education to address training needs.
Collaborative efforts between employers and education to address workforce needs, including shortages.
Collaborations between industry groups and education providers to shape programs and credentials.
Entities that connect employers, educators, and learners, facilitating coordination and program delivery.
Educational offerings managed by nonprofit organizations, often targeting underserved populations.
Member-based organizations representing specific professions, often providing certifications, advocacy, and training.
Joint efforts between government agencies and private sector organizations to address education and workforce challenges.
Local or regional groups that plan and oversee workforce training and employment services.
Career Navigation
Helping individuals shape educational and career goals in line with interests, abilities, and values.
Guidance provided to learners to help them choose courses, pathways, and career directions.
Formal, long-term programs that combine paid on-the-job training with classroom instruction, typically leading to industry-recognized credentials or certifications.
- Apprenticeship Intermediary
- Apprenticeship Rebates
- Apprenticeship Sponsor
- Apprenticeships
- Career Sustaining Training Center
- College-Connected Apprenticeships
- Registered Apprenticeship Intermediary
- Registered Apprenticeship Partners Information Database System (RAPIDS)
- Sectoral Training Programs
- Short-term Credentials / Short-term Credential Programs
- Short-term Credentials / Short-term Training
- Stackable Credentials
Instruments and services (aptitude tests, interest inventories, counseling) to identify career options and plan educational or training paths.
Support by professionals or peers to help individuals set goals, overcome barriers, and navigate career transitions or advancement.
Tools, programs, and platforms to understand career paths, industries, and roles.
Defined routes learners can follow to progress from education into and through a career.
Supervised practical experiences required in fields like healthcare, education, or social work, allowing students to apply theoretical knowledge in real-world settings.
Validates competencies or skill sets, often demonstrated through digital badges or short-form credentials, regardless of where skills are acquired.
- Alternative Credentials
- Badge, Skills Badge, Open Badge, Competency Badge
- Competency Framework & Competency Model
- Competency-based programs
- CompetentU
- Digital Credential Ecosystem / Marketplace
- Nanodegree
- Open Assessment
- Short-term Credentials / Short-term Credential Programs
- Short-term Credentials / Short-term Training
- Skills Visibility / Relation to Rich Skills Descriptors and openRSD
- Skills-Based Hiring and Advancement (SBHA)
- Skills-First Curriculum Design
- Skills-based Ecosystem
- Skills-based Ecosystem – Education Design Lab
Alternating periods of academic study with paid work experience related to students’ major or career interest.
Frameworks to link credentials (certificates, degrees, microcredentials) to occupations, showing how to navigate career fields.
Evaluates competencies (literacy, numeracy, digital literacy, communication) essential for success across most occupations.
Structured, short-term work experiences that allow students or career seekers to gain hands-on exposure to a specific field, often as part of an academic program.
Data and analysis on employment trends, skills demand, and occupational outlook.
Short-term experiences where individuals observe professionals in their day-to-day roles to gain insight into a particular occupation or work environment.
Real-time or projected data on job demand, wages, required skills, and employment trends—including shifts in employment patterns, growth or decline in industries, job creation rates, and the influence of technology or policy changes on the workforce.
Training provided by an employer, often for new hires, to develop job-specific skills.
- Career Sustaining Training Center
- Career-Connected Learning (CCL)
- Comprehensive Statewide Workforce Development System
- Crosswalks
- Job Board / Platform
- Job Security
- Matching and Hiring Platforms Vs. Job Boards
- Pay for Skills Programs
- Sectoral Training Programs
- Short-term Credentials / Short-term Training
- Skills Ecosystem
- Skills Framework
- Skills Training
- Skills and Competencies
- Skills-based Talent Practices
- Target School
- Training /Employer-based Training
Measures an individual’s ability to apply skills in real-world or simulated environments through hands-on tasks, demonstrations, or practical exams (sectors like healthcare, skilled trades, and the arts).
Tools and methods for evaluating an individual’s competencies and capabilities.
Identifies the mismatch between the skills employers seek and those possessed by job seekers or graduates.
- Competency Framework & Competency Model
- Skills Classifications
- Skills Cloud
- Skills Distribution
- Skills Ecosystem
- Skills Framework
- Skills Taxonomy
- Skills Visibility / Relation to Rich Skills Descriptors and openRSD
- Skills-Based Hiring and Advancement (SBHA)
- Skills-based Ecosystem
- Skills-based Ecosystem – Education Design Lab
Evaluates interpersonal and workplace readiness skills such as teamwork, communication, time management, and adaptability.
- Career-Connected Learning (CCL)
- Employability Skills Framework
- Open Assessment
- Pathsmith™
- Skills Classifications
- Skills Cloud
- Skills Distribution
- Skills Ecosystem
- Skills Framework
- Skills Identification, Validation, and Acknowledgment
- Skills Profiling / Skills Profile
- Skills Taxonomy
- Skills Visibility / Relation to Rich Skills Descriptors and openRSD
- Skills-based Ecosystem
- Skills-based Ecosystem – Education Design Lab
- Skills-based Hiring
- Work Readiness / Workforce Readiness
Measures job-specific knowledge and technical proficiency required in particular industries or roles (e.g., coding, electrical work, medical procedures).
Experiential learning opportunities that occur in a workplace setting.
- Career-Connected Learning (CCL)
- Heutagogy
- Incremental credential
- International Big Picture Learning Credential (IBPLC) & Big Picture Learning
- Learner Agency
- Learning Frameworks
- Learning Mobility Targets
- Learning Mobility—in Europe
- Learning Outcomes
- Linked Learning
- Modular Learning
- Skills-First Curriculum Design
- Validated Skills and Learning
- Work-based Learning
Programs (internships, apprenticeships, job shadowing, co-ops) to gain hands-on experience in a career field.
Communications & Technology
Explaining the learn-and-work ecosystem to all audiences, including A.I. and technology innovations.
Educational content and activities delivered through mobile applications, allowing learners to access lessons, quizzes, and interactive tools on smartphones or tablets.
Digital platforms that facilitate communication, file sharing, and teamwork.
Digitally verified credentials stored on a blockchain, offering secure, tamper-proof records of achievement that are easily shared and independently verified.
Digital platforms and software that support communication, file sharing, project coordination, and teamwork among students, educators, and employers—both synchronously and asynchronously. These tools enhance productivity, streamline group learning or work, and are essential for hybrid and remote environments.
Practices and technologies used to protect educational systems and data from cyber threats.
Electronic representations of achievements, such as badges or certificates, that can be shared and verified online.
Technology-based learning systems that deliver, manage, or support education.
Software platforms that deliver, track, and manage educational courses and training programs.
Short, focused learning experiences designed for mobile access, often video-based or interactive, that support just-in-time learning and skill development.
Educational content and experiences delivered via mobile devices.
Admissions practices that ensure fairness and equity, alongside the use of freely available educational materials to expand access and opportunity for all learners.
Digital tools such as badges, Learning and Employment Records (LERs), skills wallets, and automated systems that streamline and secure the verification, storage, and sharing of credentials.
Educational programs delivered entirely online, without the need for in-person attendance.
Instructional content delivered through text messages or messaging apps, often used for reminders, quizzes, language practice, or learner engagement in low-bandwidth settings.
Credentials & Providers
Helping individuals obtain all types of credentials for career success.
Formal review procedures that evaluate and certify the quality of an educational institution or program.
Non-degree, non credit alternative credentials
- Alternative Credential Platforms
- Alternative Credentials
- Alternative Provider
- Connecting Credentials Framework (CFF)
- Credit for Prior Learning
- Crosswalks
- Digital Credential Ecosystem / Marketplace
- Ethical Standards/Integrity in Credentialing
- Frontloaded Embedded Non-Degree Pathways
- Incremental credential
- Learner Credential Wallet
- Microcredentials (Micro-Credentials)
- Non-degree Credentials
- Postsecondary Education
- Quality Non-Degree Credential
- Relying Party for Digital Credentials
- Short-term Credentials / Short-term Credential Programs
- Short-term Credentials / Short-term Training
- Stackable Credentials
Digitally issued credentials awarded upon completion of a structured learning program, typically verifying a broader set of competencies than micro-credentials.
- Alternative Credentials
- Connecting Credentials Framework (CFF)
- Digital Credential Ecosystem / Marketplace
- Ethical Standards/Integrity in Credentialing
- Learner Credential Wallet
- Learning Pathway
- Microcredentials (Micro-Credentials)
- Non-degree Credentials
- Relying Party for Digital Credentials
- Short Term Credential Programs
- Short-term Credentials / Short-term Credential Programs
Educational models based on demonstrated skills rather than time spent in class.
Courses and programs designed for adult learners to update skills or gain new ones.
Degree and credit-bearing programs leading to associate, bachelor’s, master’s, or doctoral degrees.
- College-Connected Apprenticeships
- Community College Baccalaureate
- Credit for Prior Learning
- Degree
- Degree Apprenticeship
- Degree Discrimination
- First-Generation Students
- Graduate & Professional Education
- Honorary Degrees
- Modular Learning
- Nexus Degree – Georgia
- Noncredit Mobility
- Postsecondary Education
- Reduced-Credit Bachelor’s Degree Program
- Reverse Transfer
- Stackable Credentials
- Stand-alone Academic Certificates
- Three-year / Accelerated Degrees
Visual representations of earned skills or achievements that are shareable online and embedded with metadata verifying the issuer, criteria, and evidence of learning.
Credentials issued by industry bodies verifying specialized skills or knowledge.
Short, focused credentials that certify mastery of specific skills or competencies, often stackable and designed to meet targeted workforce needs.
Short, focused learning experiences designed for mobile access, often video-based or interactive, that support just-in-time learning and skill development.
Digital credentials designed to build progressively toward a larger qualification, such as a degree or industry certification, enabling flexible learning pathways.
- Connecting Credentials Framework (CFF)
- Credential As You Go
- Digital Credential Ecosystem / Marketplace
- Ethical Standards/Integrity in Credentialing
- Incremental credential
- Industry Certification / Professional Certification
- Learner Credential Wallet
- Microcredentials (Micro-Credentials)
- Next Gen Credentials
- Non-degree Credentials
- Quality Non-Degree Credential
- Relying Party for Digital Credentials
- Short-term Credentials / Short-term Credential Programs
- Stackable Credentials
- Unified Microcredential Strategy
need a new definition
Data Ecosystem
Collecting and storing information, enabling interoperability, and protecting users’ privacy.
The application of AI to personalize learning, automate tasks, and analyze student performance.
- AI (Artificial Intelligence) Agent
- AI Digital Workers
- AI Organization Charts (AI Org Charts)
- AI Recruiting
- AI Representative | AI Emissary | Digital Double | Ghost Attendee | Proxy Bot | Meeting Clone | Digital Twin | Avatar with Agency | Shadow Presence | Synthetic Identity
- AI Talent Acquisition Consolidation
- Artificial intelligence (AI), Generative AI, & AI Prompts
- Generative AI (Artificial Intelligence)
- Intelligent Architecture for Government and Public Services
- Internet Poisoning
- Machine-Human Workforce
- Prompt Engineering
- There’s An AI For That®
- Web Crawlers & Their Impact on an Open Internet
- Work Slop
The application of AI to expedite training, automate tasks, and improve recruitment for skills-first hiring.
- AI (Artificial Intelligence) Agent
- AI Digital Workers
- AI Organization Charts (AI Org Charts)
- AI Recruiting
- AI Representative | AI Emissary | Digital Double | Ghost Attendee | Proxy Bot | Meeting Clone | Digital Twin | Avatar with Agency | Shadow Presence | Synthetic Identity
- AI Talent Acquisition Consolidation
- Artificial intelligence (AI), Generative AI, & AI Prompts
- Generative AI (Artificial Intelligence)
- HR–IT Integration
- Intelligent Architecture for Government and Public Services
- Machine-Human Workforce
- Prompt Engineering
- Recruitment Chat and Chatbots
- Shared Governance
- There’s An AI For That®
- Web Crawlers & Their Impact on an Open Internet
- Work Slop
The ability for learners to carry verified credentials across institutions and systems.
The ability of different systems and software to exchange and use information seamlessly.
Policies and practices ensuring the protection of student and school data.
- Cross-Agency Data Governance
- Data Common to Education/Workforce: Student Data, Postsecondary Data, Workforce Data
- Data Sharing Systems
- Education Data
- National Data Trust
- Open Data Standard
- P20W / P20W Data Systems / State Longitudinal Data Systems (SLDS)
- Quantitative and Qualitative Data in Education
- Synthetic Data
- WildChat Dataset
- iPaaS (Integration Platform-as-a-Service)
Data collection and analysis to improve learning outcomes and teaching strategies.
Monitoring learner or program progress using defined metrics.
Policies and practices ensuring the protection of students and institutional data.
- Cross-Agency Data Governance
- Data Center
- Data Common to Education/Workforce: Student Data, Postsecondary Data, Workforce Data
- Data Encryption / Decryption
- Data Governance
- Data Sharing Systems
- Education Data
- Multi-state Data Collaborative / Regional Data Collaborative
- National Association of Student Personnel Administrators (NASPA)
- National Data Trust
- Open Data / Linked Data / Linked Open Data
- Open Data Standard
- P20W / P20W Data Systems / State Longitudinal Data Systems (SLDS)
- Quantitative and Qualitative Data in Education
- Stepladder Model (in Education)
- Synthetic Data
- WildChat Dataset
- iPaaS (Integration Platform-as-a-Service)
Consistent data formats and metrics for comparing educational performance.
Policies and practices ensuring the protection of workers and organizational data.
- Cross-Agency Data Governance
- Data Center
- Data Common to Education/Workforce: Student Data, Postsecondary Data, Workforce Data
- Data Encryption / Decryption
- Data Governance
- Data Sharing Systems
- Data Trust
- Education Data
- National Data Trust
- Open Data Standard
- P20W / P20W Data Systems / State Longitudinal Data Systems (SLDS)
- Stepladder Model (in Education)
- Synthetic Data
- WildChat Dataset
- iPaaS (Integration Platform-as-a-Service)
Employers & Workforce
Hiring and training for skills and competencies, signaling what is needed in the workforce.
Skills assessments, competency frameworks, certification exams.
Strategies to keep employees engaged and reduce turnover.
Sector partnerships, work-based learning, industry advisory councils.
Job posting redesign, screening/interview practices, bias reduction strategies.
Initiatives for underrepresented groups, adult learners, rural/urban access issues.
Identifies the mismatch between the skills employers seek and those possessed by job seekers or graduates, including trends in nontraditional work arrangements such as short-term contracts or freelance jobs within the gig economy.
Structured work experiences that provide practical skills in a professional setting.
Patterns and changes in employment, wages, and industry demands.
Federal/state workforce programs (e.g., WIOA), public-private investments.
Recruitment practices that focus on skills rather than credentials.
- Digital Workplace Skills
- Employability Skills Framework
- Matching and Hiring Platforms Vs. Job Boards
- New-Collar Worker
- Skills Classifications
- Skills Cloud
- Skills Distribution
- Skills Ecosystem
- Skills Framework
- Skills Gap Solutions
- Skills Identification, Validation, and Acknowledgment
- Skills Profiling / Skills Profile
- Skills Taxonomy
- Skills Visibility
- Skills Visibility / Relation to Rich Skills Descriptors and openRSD
- Skills-Based Hiring and Advancement (SBHA)
- Skills-First Hiring
- Skills-based Ecosystem
- Skills-based Ecosystem – Education Design Lab
- Skills-based Hiring
- Skills-based Incremental Credentialing
- Skills-based Organizations
- Skills-based Promotion
- Skills-based Talent Practices
- Talent Intelligence Guide
Skills taxonomies, occupational standards, interoperability guidelines.
Matching platforms, AI hiring tools, labor market data systems.
Short-term training programs, apprenticeships, reskilling initiatives.
- Apprenticeship Rebates
- Apprenticeships
- Career Sustaining Training Center
- Comprehensive Statewide Workforce Development System
- Crosswalks
- Degree Apprenticeship
- Eligible Training Provider Lists (ETPLs)
- Eligible Training Provider Program
- Extended Pathways
- Policy
- Sectoral Training Programs
- Short Term Credential Programs
- Short-term Credentials / Short-term Credential Programs
- Short-term Credentials / Short-term Training
- Skills Training
- Training /Employer-based Training
Programs and policies aimed at preparing individuals for employment and career growth.
International Developments
Providing information on efforts to reform learn-and-work ecosystems globally.
Guidelines for equating credentials and qualifications from different countries.
Collaborations between institutions in different countries.
Harmonization of educational policies across jurisdictions.
Credentials verifying proficiency in a foreign language.
Recognition of qualifications across international borders.
The movement of workers between countries.
Validation of skills and knowledge gained outside formal education.
Educational programs delivered across national borders.
Policy
Providing the legislation, rules, incentives, and accountability requirements for the ecosystem.
Regulatory standards institutions must meet to receive accreditation.
Specifications for issuing and validating credentials.
Regulations governing work conditions, wages, and rights.
Policies ensuring all individuals have fair educational opportunities.
Financial support for schools and learners.
Financial support for postsecondary institutions and learners.
Laws, policies, and programs related to borrowing for education, workforce practices, and financial support for educational institutions and learners.
Quality & Value
Ensuring that quality learning stands behind credentials, building trust in credentials and providers.
Official recognition that an institution or program meets quality standards.
Instruction focused on mastering specific skills at the learner’s pace.
- Alternative Credentials
- Competency Framework & Competency Model
- Competency-based programs
- CompetentU
- E-learning
- Heutagogy
- Industry-Specific High Schools
- International Big Picture Learning Credential (IBPLC) & Big Picture Learning
- Learner Agency
- Learner Variability / Learner Variability Frameworks & Tools
- Learning Passport
- Nanodegree
- Skills-Based Hiring and Advancement (SBHA)
- Skills-First Curriculum Design
- Skills-based Ecosystem
- Skills-based Ecosystem – Education Design Lab
- Skills-based Promotion
- Work-based Learning
Clarity about the full cost of educational programs.
Measures of how well employers feel graduates meet job requirements.
Analysis of the economic value of educational programs.
Data measuring learner achievements and outcomes.
Ensuring educational programs match labor market needs.
Research
Addressing pressing questions about the effectiveness, efficiency, and fairness of the learn-and-work ecosystem.
Research into whether credentials achieve intended employment and learning outcomes.
Using data analysis to guide education policy and practice.
- Cradle to Grey
- Cross-Agency Data Governance
- Data Common to Education/Workforce: Student Data, Postsecondary Data, Workforce Data
- Data Trust
- Data-driven Recruitment
- Education Data
- Information Aggregator Database
- P20W / P20W Data Systems / State Longitudinal Data Systems (SLDS)
- Quantitative and Qualitative Data in Education
- Structured & Unstructured Data
- Synthetic Data
- Talent Intelligence Guide
The ability of individuals to improve their economic status over time.
Results of educational processes, including skills and knowledge gained.
Results of educational processes, including skills and knowledge gained.
Assessment of workforce supply, demand, and trends.
Research evaluating the effects of policies on education and employment.
Results of educational processes, including skills, knowledge, gainful employment, and other return on investment.
Studies on how prepared individuals are to enter the workforce.
Transparency
Ensuring that information about credentials is public, accessible, and actionable for learners and employers.
Clarity about the full cost of educational programs.
Processes for confirming the authenticity of a credential.
- Background Screening and Risk Management
- CTID
- Credential Agent Operator (CAO)
- Credential Management System (CMS)
- Credential Registry
- Credential Transparency Description Language (CTDL)
- Credential Verifier
- Digital Credential Ecosystem / Marketplace
- Fraudulent Credentials
- Integrated Credential Management System
- Quality Non-Degree Credential
- Verifiable Credential (VC)
Ease of obtaining and using data for decision-making.
- Cross-Agency Data Governance
- Data Common to Education/Workforce: Student Data, Postsecondary Data, Workforce Data
- Data Encryption / Decryption
- Data Governance
- Edge Computing
- Education Data
- Information Aggregator Database
- Open Data / Linked Data / Linked Open Data
- Open Science Principles
- P20W / P20W Data Systems / State Longitudinal Data Systems (SLDS)
- Quantitative and Qualitative Data in Education
- Structured & Unstructured Data
- iPaaS (Integration Platform-as-a-Service)
Input from employers on the preparedness of graduates.
Feedback from learners on programs and courses.
Verifications & Recordkeeping
Verifying and archiving the knowledge, skills, and abilities that learners acquire—whatever the source.
Technology that streamlines and secures the verification of credentials.
Examinations ensuring policies and practices meet standards.
Digital credentials and records—including badges, Learning and Employment Records (LERs), and skills wallets—often powered by blockchain technology for secure, tamper-proof storage, verification, and sharing across education and workforce systems.
- Blockchain
- Career Credentials
- Connecting Credentials Framework (CFF)
- Decentralized Identifiers (DIDs)
- Digital Credential Ecosystem / Marketplace
- Digital ID Wallet
- Digital Wallet
- Employment Records
- Learner Credential Wallet
- Learning and Employment Record (LER) Holder
- Learning and Employment Record Resume Standard (LER-RS)
- Learning and Employment Records (LERs)
- Linked Claims
- MyCreds Canada
- Non-degree Credentials
- Relying Party for Digital Credentials
- Self-Sovereignty
- Validated Skills and Learning
- Verifications & Recordkeeping
Protected systems for maintaining academic and employment records.
Consistent structure for storing and sharing records.
Independent confirmation of a credential’s authenticity.