E-Learning Industry Terminology

A/B Testing

A method of controlled experimentation that compares two versions of a page, feature, or content element to determine which performs better on a defined outcome (e.g., enrollments, completion, conversion).

- We A/B tested two onboarding flows to see which produced higher course enrollment. - The B variant of the quiz feedback increased task completion by 9%.

Accessibility (WCAG)

Designing content and platforms so people with disabilities can use them effectively, guided by standards like the Web Content Accessibility Guidelines (WCAG).

- We remediated our videos with captions to meet WCAG 2.2 AA. - The LMS’s color contrast now passes automated accessibility checks.

Adaptive Learning

A system that dynamically adjusts content, difficulty, pace, or path based on learner performance, preferences, or behavior data.

- The math course adapts problem difficulty based on item-response theory. - Learners who master a skill skip ahead via adaptive pathways.

API (Application Programming Interface)

A set of protocols and endpoints that allow software systems to communicate, enabling integrations like payments, analytics, SIS/HRIS, or content services.

- Our LMS uses APIs to sync enrollments with the university SIS. - We pulled course activity data into the BI tool via a REST API.

AR (Augmented Reality)

Technology that overlays digital information or objects onto the real world through mobile devices or headsets to create interactive learning experiences.

- The AR lab overlay guides students through the engine teardown. - We added AR markers to turn the textbook diagrams into 3D models.

Assessment Analytics

Data and insights derived from quizzes, tests, and assignments (e.g., item difficulty, discrimination, mastery), used to improve assessments and instruction.

- Item analysis showed Question 7 had poor discrimination. - Assessment dashboards flagged gaps in the ‘Data Modeling’ objective.

Asynchronous Learning

Learning that does not occur in real time; students engage with content, discussions, and assignments on their own schedules.

- Discussion posts and recorded lectures support asynchronous cohorts. - Learners complete modules asynchronously within a two-week window.

Authoring Tool

Software used to create e-learning content and interactions (e.g., slides, quizzes, branching), often exporting to SCORM/xAPI for LMS delivery.

- The team built the module in Articulate Storyline and exported to SCORM. - We prototyped branching scenarios using H5P content types.

Badging (Digital Badges)

Portable, verifiable digital credentials that recognize skills or achievements, often conforming to the Open Badges standard.

- Earners receive a verifiable badge via Open Badges after passing. - We mapped badges to skills in the company’s talent framework.

Blended Learning

An instructional approach that combines online learning with face-to-face or live virtual components.

- The program blends live workshops with self-paced modules. - We flipped the classroom: online prep, in-person practice.

Bloom's Taxonomy

A hierarchical framework of cognitive skills (Remember, Understand, Apply, Analyze, Evaluate, Create) used to design objectives and assessments.

- Objectives target Analyze and Evaluate rather than just Remember. - We aligned assessments to Bloom’s higher-order skills.

CAC (Customer Acquisition Cost)

Total marketing and sales cost required to acquire a paying learner or customer, typically measured by channel and product.

- Our CAC fell from $120 to $85 after optimizing paid search. - We track CAC by channel across bootcamps and MOOCs.

CDN (Content Delivery Network)

A distributed network of servers that deliver content from locations closer to users to improve speed, reliability, and scalability.

- Hosting videos on a CDN cut buffering for APAC learners. - The CDN serves course assets from edge locations.

Cohort-Based Course

A course in which a group of learners moves through the same schedule, milestones, and live interactions together.

- This CBC starts monthly with live sessions and peer projects. - Completion rose when we moved from self-paced to cohort-based.

Compliance Training

Required instruction to meet legal, regulatory, or policy obligations (e.g., safety, data privacy, anti-harassment).

- Annual security awareness is mandatory compliance training. - The LMS automates compliance recertification reminders.

Content Curation

Selecting, organizing, and maintaining high-quality learning resources from multiple sources to meet specific needs.

- We curated OER and vendor content into role-based playlists. - The LXP recommends curated articles aligned to skill gaps.

Data Privacy (GDPR)

Protecting personal data and complying with regulations like the EU General Data Protection Regulation, covering consent, rights, security, and governance.

- We implemented consent management to comply with GDPR. - DPO review is required before adding a new proctoring vendor.

Digital Credentialing

Issuing, managing, and verifying digital certificates, badges, or diplomas that represent skills and achievements.

- Graduates receive blockchain-verifiable certificates. - We issue stackable credentials that ladder to a microdegree.

DRM (Digital Rights Management)

Technologies and policies that control access, copying, or distribution of digital content to protect intellectual property.

- We applied DRM to prevent unauthorized downloads of videos. - The eBook uses watermarking and access control instead of strict DRM.

eCommerce Integration

Connecting a learning platform to payments, taxes, coupons, and storefront systems to monetize courses or seat licenses.

- We added Stripe and tax calculation to sell courses globally. - The LMS now supports subscriptions via the eCommerce API.

EdTech

Short for educational technology; the industry, products, and practices that apply technology to teaching and learning.

- We’re partnering with an EdTech firm to modernize our LMS. - EdTech funding cooled, shifting focus to enterprise L&D.

Engagement Rate

A measure of learner interaction with content or community (e.g., time-on-task, interactions, participation), used to gauge interest and effectiveness.

- Engagement rose after adding interactive video checkpoints. - We monitor engagement via active time, posts, and quiz attempts.

Formative Assessment

Assessment for learning; frequent, low-stakes checks that provide feedback and guide instruction before summative evaluation.

- Weekly knowledge checks provide formative feedback. - We use low-stakes quizzes to inform reteaching.

Freemium

A business model offering a free tier to attract users, with paid upgrades for premium features, content, or certification.

- Core lessons are free; advanced labs require a subscription. - Our freemium funnel nurtures free users into paid cohorts.

Gamification

Applying game mechanics (points, levels, challenges, rewards) to motivate and engage learners.

- Points and leaderboards increased module completion. - We use quests and badges to boost practice frequency.

H5P

An open framework for creating reusable interactive content types (e.g., branching, interactive video) that embed in web pages/LMSs.

- We embedded H5P hotspots and drag-and-drops in lectures. - The LMS tracks H5P attempts via xAPI statements.

Headless LMS

An LMS whose back end is decoupled from the presentation layer, exposing functionality via APIs for custom front ends.

- We built a custom React front end on a headless LMS via APIs. - Headless architecture let us reuse the learning backend in our app.

Hybrid Learning

A delivery model combining in-person and online experiences, often synchronously linking classroom and remote learners.

- Half the class is in-room while remote learners join via Zoom. - Labs are in-person; lectures are online in a hybrid model.

Interactive Video

Video enhanced with interactions such as quizzes, hotspots, branching, or in-video navigation to increase engagement and assessment.

- Branching questions in the video personalize the scenario. - Clickable hotspots reveal just-in-time definitions.

Instructional Design

The systematic process of analyzing needs and designing, developing, and evaluating learning experiences to achieve defined outcomes.

- We used ADDIE to design the cybersecurity program. - Objectives, assessments, and activities are tightly aligned.

JTA (Job Task Analysis)

A method for identifying the duties, tasks, and knowledge/skills of a role to inform curriculum and assessments.

- JTA revealed critical tasks for the new technician role. - We mapped course outcomes to tasks from the JTA.

Just-in-Time Learning

Targeted, bite-sized learning delivered at the moment of need to support performance.

- Technicians access JIT micro-lessons via QR codes on equipment. - Tooltips deliver just-in-time guidance inside the app.

Kirkpatrick Model

A four-level framework for evaluating training: Reaction, Learning, Behavior, and Results.

- We measured Level 3 behavior change 90 days post-training. - ROI was calculated after collecting Level 4 results.

KPI (Key Performance Indicator)

A quantifiable metric used to track progress toward business or learning goals.

- Our KPIs include completion rate and time-to-competency. - We review platform KPIs weekly in the ops meeting.

Learning Analytics

The collection, measurement, analysis, and reporting of learner data to understand and optimize learning and environments.

- Dashboards surfaced at-risk learners for coach outreach. - We used sequence mining to optimize learning paths.

Learning Experience Platform (LXP)

A learner-centric platform emphasizing discovery, curation, social features, and skills alignment, often complementing an LMS.

- The LXP recommends content based on role and interests. - Employees create playlists and share reflections in the LXP.

Learning Management System (LMS)

Software that administers, delivers, tracks, and reports on learning content and learner activity.

- The LMS handles enrollment, delivery, tracking, and reporting. - We integrated the LMS with HRIS for automated provisioning.

Learning Objectives

Specific, measurable statements of what learners will know or be able to do after instruction.

- Objective: Analyze customer data to identify churn drivers. - We rewrote objectives using measurable Bloom verbs.

Learning Pathways

Sequenced sets of modules or experiences arranged to build competence toward a role, skill, or credential.

- The data pathway sequences SQL, Python, then ML basics. - Managers see skill-based pathways aligned to roles.

Learning Record Store (LRS)

A system that receives, stores, and retrieves xAPI activity statements from multiple learning sources.

- The LRS stores xAPI statements from the VR simulator. - We consolidated learning data across tools in an LRS.

Learning Tools Interoperability (LTI)

An IMS Global standard that connects external learning tools to platforms like LMSs for single sign-on and data exchange.

- We launched the simulation tool via LTI from the LMS. - LTI passes grades back to the LMS gradebook.

Microlearning

Short, focused learning experiences designed for specific outcomes and easy consumption, often on mobile devices.

- Five-minute practice drills delivered daily by SMS. - We broke long lectures into microlearning nuggets.

Mobile-First Design

Designing learning experiences primarily for small screens and touch interactions, ensuring responsive performance on mobile devices.

- We redesigned assessments for thumb-friendly inputs. - Video transcripts and offline mode support mobile-first use.

MOOC (Massive Open Online Course)

A large-scale, open-enrollment online course, often free or low-cost, typically self-paced or lightly facilitated.

- The MOOC attracted 40,000 learners in its first run. - We use MOOCs for brand reach and lead generation.

Monetization Models

Ways to generate revenue from learning products, such as subscriptions, one-time sales, cohorts, enterprise licensing, or pay-per-certificate.

- We shifted from one-time purchases to subscriptions. - Enterprise seat licensing doubled ARPA.

NPS (Net Promoter Score)

A loyalty metric derived from how likely users are to recommend a product or course to others (Promoters minus Detractors).

- Our NPS rose to 54 after revamping onboarding. - We segment NPS by course and instructor.

OER (Open Educational Resources)

Teaching and learning materials that are free to use, adapt, and share, typically under open licenses like Creative Commons.

- We replaced a textbook with OER and saved students $120. - Faculty remixed OER under a Creative Commons license.

Online Proctoring

Remote invigilation of assessments using human or AI monitoring to verify identity and maintain exam integrity.

- High-stakes exams require live online proctoring. - We adopted record-and-review proctoring with strict privacy controls.

SCORM (Sharable Content Object Reference Model)

A set of standards for packaging, launching, and tracking e-learning content within an LMS.

- We exported the module as SCORM 1.2 for LMS tracking. - SCORM completion wasn’t reporting; we fixed the suspend data.

xAPI (Experience API)

A standard for capturing detailed learning activity data across systems and contexts via actor–verb–object statements.

- xAPI statements log practice in the AR app to the LRS. - We used xAPI to track offline field activities.