Unlock L&D Success with Data Analytics: Your Guide to Strategic Learning
Join the Learning Data & Analytics Online Conference to master data-driven L&D strategies, from advanced analytics to measuring learning impact for a competitive edge.
DAY 1: October 8
101: Using Data to Enhance the Learning Design of Microlearning Courses
Megan Podsiad, GO2 for Lung Cancer
Holly Sanders, GO2 for Lung Cancer
10:25 AM – 11:30 AM ET / 7:25 AM – 8:30 AM PT
Grounded in real-world practices, this session promises to equip you with the knowledge and strategies to harness the power of data-driven design for your own microlearning initiatives. Prepare to leave inspired and empowered to create truly impactful, outcome-oriented microlearning experiences.
201: Mapping Your Ecosystem: Uniting Content and Data Across Systems
Tara Morey, Rustici Software
Chris Tompkins, Rustici Software
12:00 PM – 1:00 PM ET / 9:00 AM – 10:00 AM PT
As your organization’s learning ecosystem expands and evolves, it can quickly become unmanageable with the strongest thorns in your side being compatibility, content accuracy and data visibility. We’ll help you understand how to bring together learning content and reporting data from all your platforms into a healthy, scalable ecosystem.
301:Designing with Data: Using Learning Analytics to Architect Better Systems
Dr. Christie Vanorsdale, Vanorsdale Learning Lab
1:30 PM – 2:30 PM ET / 10:30 AM – 11:30 AM PT
Most learning teams collect data, but few leverage it to design more effective systems. This session explores how to apply learning analytics not just for evaluation, but as a strategic design input to build sustainable, human-centered learning infrastructures. Whether you’re rethinking your LMS setup, designing new learning experiences, or advocating for greater L&D investment, this session will help you leverage data as a tool for strategic improvement, not just reporting.
401: What’s Behind Your LMS Reports? Demystifying Data Models and APIs for Learning Pros.
Guylaine Bourque, Polytechnique Montreal
3:00 PM – 4:00 PM ET / 12:00 PM – 1:00 PM PT
Most L&D teams rely on prebuilt LMS dashboards or CSV exports without realizing the real power of their learning data lies in how it’s structured. This is a crash course in understanding LMS data models, including how data is stored in relational tables and how APIs can unlock deeper insights.
501: Back to the Impact: Measuring the Value of a Program Without a Pre-Built Strategy
Andreah Churchill, Advent Health
10:30 AM – 11:30 AM ET / 7:30 AM – 8:30 AM PT
This session is for anyone who’s ever managed a program and has a goal to enhance measurement. You’ll walk away with tools to strengthen value propositions, uncover richer insights, and tell a story that celebrates success while paving the way for greater impact.
601: Google Onboarding 2.0: AI & The Personalized Experience
Emma Stamp, Google
12:00 PM – 1:00 PM ET / 9:00 AM – 10:00 AM PT
Onboarding has come a long way from generic training and unoriginal lectures. In this session, explore the evolution of onboarding at Google, from traditional methods to the cutting edge of AI-powered personalization. Discover how AI transforms the employee experience, boosting engagement, and accelerating time-to-productivity.
701: From Tracking to Baseline: Creating Your L&D Operational Standards
Robyn Defelice, RADLearning
1:30 PM – 2:30 PM ET / 10:30 AM – 11:30 AM PT
In this hands-on session, you will explore proven techniques developed through 15+ years of research with thousands of L&D professionals. You’ll discover how 6-9 weeks of basic time tracking reveals hidden operational challenges that impact project timelines, resource allocation, and team effectiveness. You will learn to distinguish between baselines and benchmarks, identify capacity gaps that limit your function’s strategic potential, and overcome common implementation barriers like perceived micro-management concerns.
801: Unlocking Learner Insights with AI: Analyzing Data and Qualitative Feedback
Sarah Arkins, Instructional Clarity
3:00 PM – 4:00 PM ET / 12:00 PM – 1:00 PM PT
This session will explore how AI-powered tools and techniques can help you efficiently process and interpret learner information, enabling you to make data-driven decisions that positively impact learning outcomes.
101: Using Data to Enhance the Learning Design of Microlearning Courses
10:25 AM – 11:30 AM ET / 7:25 AM – 8:30 AM PT Wednesday, October 8
Through real-world case examples, we will explore how strategic use of surveys, forms, and data analytics can elevate the learning impact of microlearning courses.
We will discuss how pre-assessments, post-assessments, and course evaluations have enabled an organization to pinpoint knowledge gaps, gather immediate learner feedback, and iteratively refine our microlearning designs. Explore and discuss how we utilize the results to inform current and future designs.
Learning objectives:
Explain the role of surveys and forms as pre-assessments, post-assessments, and course evaluations within microlearning course environments.
Describe the process of outlining, designing, and implementing surveys and forms to assess knowledge gaps and gather learner feedback.
Analyze the survey and form results to evaluate the effectiveness of interventions.
Apply insights from the survey and form data to inform the design of future learning experiences.
Megan Podsiad
Education Manager
GO2 for Lung Cancer
Megan Podsiad, BS, MS, EdD, is a leader in the learning design field, with over ten years of experience as an instructional designer, five years as a teacher, and five years as an online student. Megan enthusiastically pursued her academic journey, beginning with her undergraduate degree in Electrical Engineering and then pursuing a master’s degree in mathematics. She earned her Doctorate in Curriculum and Instruction with a specialization in Instructional Design and Technology from the University of West Florida. During her teaching years, Megan developed an interest in finding ways to use technology to enhance the learning experience for different audiences. In her current role, she applies her knowledge and expertise to create engaging educational materials for healthcare professionals, leveraging data to enhance the learning experience.
Holly Sanders
Senior Instructional Designer
GO2 for Lung Cancer
Holly Sanders holds a B.S. from Kennesaw State University and an M.Ed. from the University of Georgia. With over 16 years of experience in the Technical College System of Georgia, she has served as both an instructor and the Director of Instruction and Instructional Design. Her work focuses on achieving learning outcomes through the effective use of educational technology and instructional design. Currently, Holly is a Senior Instructional Designer at GO2 for Lung Cancer, where she leverages her expertise to create impactful, learner-centered experiences.
201: Mapping Your Ecosystem: Uniting Content and Data Across Systems
12:00 PM – 1:00 PM ET / 9:00 AM – 10:00 AM PT Wednesday, October 8
The future is not what the learning and development industry’s crystal ball predicted years ago. Many believed organizations would adopt one learning platform to fulfill all their training needs. Fast forward to today and this isn’t the case at all. The reality is that most organizations have disparate Learning Management Systems (LMSs) and data and BI tools implemented across every department. Each department has different priorities and needs specific tools designed for their own unique requirements. The result is the organization is left feeling disjointed and unable to easily track learner data. Now, a new and more daunting challenge is presented: Connecting these various systems and analytics together in a way that’s usable at scale, across geographies, and by both internal and external audiences.
In this session you will learn:
What tools and systems are most commonly used in ecosystems today.
How to identify the technical considerations in managing multiple systems and organizing disparate data.
How to inventory your ecosystem and know what questions to ask vendors when acquiring new tools.
How to organize your learning ecosystem to improve functionality and interoperability
Tara Morey
Senior Marketing Manager
Rustici Software
Chris Tompkins
VP of Business Development
Rustici Software
Chris Tompkins is the Vice President of Business Development for Rustici Software, a company that provides software to improve compatibility across the L&D ecosystem. He is an expert in standards and uses his technical expertise to support E-learning RFP and procurement. Chris has an MBA from Belmont University, focused on Entrepreneurship and Negotiations. Building on previous work at HP/Compaq and XM Satellite Radio, he has over fifteen years of experience matching the right technical solution to a client’s needs.
301:Designing with Data: Using Learning Analytics to Architect Better Systems
1:30 PM – 2:30 PM ET / 10:30 AM – 11:30 AM PT Wednesday, October 8
We’ll examine how to: Build feedback loops between LMS data and instructional decisions. Use learning data to inform governance, pathway design, and content strategy. Translate metrics into meaningful actions that impact both learners and business outcomes
Learning Objectives:
Identify key metrics that can inform learning design decisions.
Analyze learning data to uncover opportunities for improving system-wide engagement and efficiency.
Create actionable strategies that align learning analytics with organizational goals.
Dr. Christie Vanorsdale
Learning Systems Architect and Strategist
Vanorsdale Learning Lab
After years of building training that didn’t solve the real problem, I realized data could tell a different story. I’ll share how using evidence as a design tool can transform both learning outcomes and organizational systems.
401: What’s Behind Your LMS Reports? Demystifying Data Models and APIs for Learning Pros.
3:00 PM – 4:00 PM ET / 12:00 PM – 1:00 PM PT Wednesday, October 8
Gain a comprehensive understanding of how courses, learners, and tracking data are structured, empowering you to ask smarter questions, generate targeted reports, and make data-driven decisions that drive organizational impact. We’ll explore common structures (courses, learners, enrollments, completions), highlight typical limitations of exports, and show how understanding the underlying model gives you more flexibility, better reporting, and smarter questions. No technical background required! We’ll use visual examples, simple metaphors, and real-world L&D scenarios to make the invisible architecture of your LMS make sense. If you’ve ever wondered “Why can’t I get that report? This session is for you.
Learning Objectives:
Understand what a relational data model is and how most LMSs store and organize data
Learn the key data relationships behind courses, learners, and tracking
Discover what APIs are and how they can give you more access than standard reports
Gain confidence in working with technical teams or vendors to ask for the right data
501: Back to the Impact: Measuring the Value of a Program Without a Pre-Built Strategy
10:30 AM – 11:30 AM ET / 7:30 AM – 8:30 AM PT Thursday, October 9
What happens when a well-designed learning program has recently launched, and has strong momentum and you want to find new ways to showcase it further? This session explores how to elevate evaluation in the midst of a program’s lifecycle, strengthening the foundation, enriching data sources, and crafting data-informed stories that resonate with stakeholders. Join Andreah Churchill, CPTD, SPHR, as she shares how she supported AdventHealth’s innovative elective skills campaign to deepen measurement practices and energize the program’s adoption and reach. Learn how she expanded on existing survey efforts by layering in a new structured methodology, an Impact Study with test and control groups (clinical and non-clinical), and AI-powered prompts to accelerate analysis.
Learning Objectives:
Apply a structured framework to evaluate the impact of a learning program retroactively.
Design and implement a basic Impact Study using test and control groups to capture data across workforce segments.
Leverage AI tools and prompts to accelerate analysis, surface key insights, and tell a compelling, executive-ready story about program value.
Andreah Churchill
Manager, Organizational Learning and Development
Advent Health
Andreah Churchill, CPTD, SPHR is a seasoned Learning and Performance leader with over 15 years of experience in driving results through talent development, instructional design, and strategic workforce planning. Known for creating clarity out of complexity, she has led transformative learning initiatives across industries, most recently at AdventHealth, one of the nation’s largest nonprofit healthcare systems. Andreah brings a unique perspective to learning analytics, especially when measurement isn’t built in from the start. Her session will explore how to “reverse engineer” the impact of an existing learning program that lacked an original measurement strategy. By constructing an Impact Study with test and control groups across clinical and non-clinical audiences, she is uncovering insights that inform executive decision-making and secure program sustainability. With certifications in both talent development (CPTD) and HR strategy (SPHR), Andreah integrates analytics, business acumen, and AI-powered tools to guide learning leaders through complex challenges. She is passionate about helping organizations elevate their impact through practical, data-informed approaches – no matter where the story begins.
601: Google Onboarding 2.0: AI & The Personalized Experience
12:00 PM – 1:00 PM ET / 9:00 AM – 10:00 AM PT Thursday, October 9
This session will focus on the use of metrics and evaluation to understand the need to change the program, to pilot new changes, and then to measure the impact of our work. We use robust metrics, looking at productivity data, time to ramp, and self and manager reported skills growth. Explore strategies that will enable leaders to advocate for investments into learning, despite the massive organizational headwinds L&D teams currently face.
Learning Objectives:
Learn practical strategies for implementing personalized onboarding programs and unlock the full potential of your new hires.
Explore how to influence decision-makers on the immense value of investing in organizational growth by using leverage data-driven metrics and evaluation.
Gain insights into strategically influencing key stakeholders to champion the business solutions you propose.
Emma Stamp
Senior Program Manager
Google
Emma Stamp is a Senior Program Manager at Google, where she manages Google’s tech onboarding programs and teams. Over her 11-year tenure at Google, she has honed her expertise in building scalable and impactful onboarding programs. Leading a team of 30, Emma is excited about leveraging innovative approaches, including AI and personalization, to accelerate time-to-productivity and foster a strong sense of belonging for new Googlers. She is a passionate leader, committed to developing her team and creating an inclusive and supportive environment for new hires.
701: From Tracking to Baseline: Creating Your L&D Operational Standards
1:30 PM – 2:30 PM ET / 10:30 AM – 11:30 AM PT Thursday, October 9
Discover practical strategies to enhance L&D operational efficiency through effective project-based time tracking. You’ll learn how simple tracking methods can uncover operational opportunities and support strategic alignment within your organization. This approach has consistently helped L&D functions move from “order-taker” roles to strategic business partners. Perfect for managers, directors, and individual contributors (Yes! Even All-In-Ones!) seeking data-driven methods to improve operational efficiency, enhance project delivery, and build credibility within their organizations.
Through guided worksheet activities, you’ll design a customized time tracking approach tailored to your organizational structure whether you work in an all-in-one or federated L&D function. You’ll leave with a practical tracking tool you can implement immediately, real examples of how data analysis drives operational improvements, and strategies to demonstrate measurable value to organizational leadership.
Learning Objectives:
Differentiate between baselines and benchmarks and the value of each toward L&D operations.
Draft customized time-tracking frameworks that align with their L&D function.
Implement practical strategies for overcoming common barriers to time tracking.
Robyn Defelice
Learning & Development Systems Strategist
RADLearning
Robyn A. Defelice, PhD applies the art, science, and business of instructional design using systems thinking principles alongside evidence-based methodologies and frameworks that have been honed over 25 years of field experience to transform how organizations approach learning and development. As an L&D Systems Strategist, she helps internal teams and service providers optimize their entire learning ecosystem across three dimensions: operational excellence, strategic planning, and implementation leadership. Her approaches draw from over 15 years of research on how long it takes to develop training, enabling her to provide data-driven insights alongside strategic guidance. Whether she is assessing L&D functions for operational maturity, analyzing learning product portfolios for market opportunities, or leading teams through complex implementations, Robyn focuses on delivering measurable results while building sustainable systems.
801: Unlocking Learner Insights with AI: Analyzing Data and Qualitative Feedback
3:00 PM – 4:00 PM ET / 12:00 PM – 1:00 PM PT Thursday, October 9
In today’s data-driven landscape, instructional designers have an opportunity to leverage the power of AI to uncover valuable insights from learner data and qualitative feedback gaining deeper insights into learner needs, preferences, and challenges. In this session you will analyze real-world qualitative feedback, extracting key themes and actionable insights using an AI tool.
Learning Objectives:
Explain the benefits of using AI tools for data for analyzing learner data and qualitative feedback.
Use an AI-powered tool to analyze a set of qualitative feedback.
Extract key themes, sentiment, and actionable insights from learner data using an AI tool.
Describe how to use data analysis findings to inform business decisions.
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The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
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The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
Statistics
The technical storage or access that is used exclusively for statistical purposes.The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
Marketing
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.