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What is Prescriptive Analytics and Why Should You Care?

Talented Learning

For a growing number of companies, data analytics is now the most important source of customer insight. However, because AI and machine learning technologies are changing rapidly, the role of analytics also continues to expand and evolve. In the past, organizations primarily harvested descriptive information about prospects, customers and product performance. This begs several questions: How do descriptive, predictive and prescriptive analytics differ?

The Essential Guide to Learning Analytics in the Age of Big Data

Lambda Solutions

Download The Essential Guide to Learning Analytics in the Age of Big Data and keep it as your eLearning secret weapon! This article is designed to be your A-to-Z guide to learning analytics. Use this as a valuable resource to successfully initiate a learning analytics approach within your company. You’ll discover: The basic concepts of learning analytics. How to use learning analytics for evaluation. How to implement learning analytics in your organization.

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Getting Started With Learning Data and Analytics

CLO Magazine

Maybe there’s an executive demanding more visibility into your program, or perhaps you just want a better understanding of how things are going so you can find ways to make them better. You’re ready to get started with learning data and analytics, but where do you begin? There are two places to look for your first data analytics project. Those are easy places to start using analytics. There are different levels of complexity and types of learning analytics to measure.

Meet Learning Outcomes with Predictive Learning Analytics

MagicBox

Predictive Learning Analytics (PLA) is a multidisciplinary approach that puts in practice predictive models that provide actionable information. Predictive Learning Analytics aims to deliver educational content as per learner’s need and ability. 4 ways predictive learning analytics decreases ineffective learning. Predictive Learning Analytics is useful in identifying and mitigating certain issues that hamper the effectiveness of learning programs.

Needs analysis– something old, something new

Allison Rossett

Even when working on classroom programs, they were flummoxed by the scores of decisions they had to make. Others prefer needs analysis. Many weigh in for performance analysis or front end analysis. Analysis is what we do before we do anything. Analysis is systematic planning and systemic execution. Analysis basics. Analysis is how we do better. The substance of the program. Support for the effort. New Analysis.

Needs analysis– something old, something new

Allison Rossett

Even when working on classroom programs, they were flummoxed by the scores of decisions they had to make. Others prefer needs analysis. Many weigh in for performance analysis or front end analysis. Analysis is what we do before we do anything. Analysis is systematic planning and systemic execution. Analysis basics. Analysis is how we do better. The substance of the program. Support for the effort. New Analysis.

Meet Learning Outcomes with Predictive Learning Analytics

MagicBox

Predictive Learning Analytics (PLA) is a multidisciplinary approach that puts in practice predictive models that provide actionable information. Predictive Learning Analytics aims to deliver educational content as per learner’s need and ability. 4 ways predictive learning analytics decreases ineffective learning. Predictive Learning Analytics is useful in identifying and mitigating certain issues that hamper the effectiveness of learning programs.

Bob Mosher on Informal Learning and Performance Support

Learning Visions

Training typically ends at the event – how does that help the learner when they get to the point of performance? 3 domains: formal, informal, performance support. If you think through the full spectrum, then training becomes less important… Performance support tools given out after a training event: Leadership Competency Model Wheel – competencies are around the outer edge of the tool (e.g., performance improvement comes in the before and after.

How to Optimize Top Team Performance

CLO Magazine

In addition to those challenges, administrative and social factors play a role such as lack of support from CEOs and senior leaders and lack of buy in from individuals. Without knowledge of the underlying structure and related rules, people analytics data is only an observation and cannot be actionable. If the root cause is poor energy, sending the leader to the top MBA program in the world will be a waste of precious time and resources.

Session Notes: "Driving Impact with Learning Analytics" Jeff Grisenthwaite #TrainingMag

Learning Visions

Our goal: reduce scrap, improve performance. To increase the impact of learning programs, L&D need to ensure decision making and continuous improvement are supported by analytics. Do you have these analytics in place? Learning, impact, support, alignment (map the learning & dev portfolio to the business priorities of the org). How your program is actually influencing business metrics.

From intuition to knowing for sure: a case of applying learning analytics at course level

Joitske Hulsebosch eLearning

The value of these data is in analyzing and interpreting: what we call learning analytics. We recently experienced the power of learning analytics and gladly share this experience with you. About 90 people took part, and we have worked with them in Curatr , a learning platform that supports social learning. Intuitively we felt that we were on the right track with this online learning program. We can perform learning analytics at different levels.

EthosCE Analytics Spotlight: Advanced Data Exploration

EthosCE

As a CME director, you know that the success of your program is tied to the quality of the data that you use to make day-to-day decisions. In this post, we’ll explore the types of data that are critical to your decision-making process as your program scales, and show you the easiest way to get your hands on your most important data quickly. If you aren’t using EthosCE, then you will need a map to pinpoint the information that will help support data-driven decision-making.

Podcast 33: Training ROI in Action – With Ajay Pangarkar

Talented Learning

EPISODE 33 – TOPIC SUMMARY AND GUEST: If you want to communicate with business leaders about the value of learning programs or technology, training ROI can be a powerful tool. KEY TAKEAWAYS: Every learning practitioner can benefit from understanding business and financial fundamentals – regardless of whether your programs serve internal or external audiences. The term ROI refers to the DuPont model of ROI analysis. It’s also a way to measure cost center performance.

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The Case for Small Data in Learning

CLO Magazine

In corporate learning, learning analytics make use of big data to understand learning and learner behavior. Some of the major goals of learning analytics are to help determine the effectiveness of a particular learning intervention, gain insights on how learning supports on-the-job performance, and decide which programs or learning initiatives to implement at an organizational level. Provide additional support on the learning material?

Cathy Moore – Crystal Balling with Learnnovators

Learnnovators

She’s a passionate advocate for improving business performance by respecting and deeply challenging people. She’s the creator of the action mapping model of training design used to improve performance by companies worldwide. In this context, what are some of the ‘instructional’ challenges that these changes have presented to support learners who are successful in managing or self-organizing their own learning (by finding ways to solve their learning problems)?

How to Develop Your First Employee Training Program

ProProfs

Before we get into the details of this type of software and how to develop an employee training program , let’s understand the basics of employee training. Employee training is a planned skills education program that is designed to increase the knowledge, technical skills, efficiency, and productivity of employees. Given at regular intervals, such training program s are aimed at enabling employees to be efficient and create better value in their respective roles.

Will a Chatbot Be Your Next Learning Coach? – How AI can support talent development in your organization

Learningtogo

A recent survey of Millennials revealed that 40% of them interact with a chatbot , a program that simulates a human conversation, on a daily basis while another survey indicates that many people prefer to use chatbots over humans for certain types of customer support transactions. AI requires vast amounts of data to create intelligent machines and Big Data requires intelligent machines to perform the massive calculations necessary to find meaningful patterns and connection.

CATHY MOORE – CRYSTAL BALLING WITH LEARNNOVATORS

Learnnovators

She’s a passionate advocate for improving business performance by respecting and deeply challenging people. She’s the creator of the action mapping model of training design used to improve performance by companies worldwide. In this context, what are some of the ‘instructional’ challenges that these changes have presented to support learners who are successful in managing or self-organizing their own learning (by finding ways to solve their learning problems)?

How Sleep Affects Performance?—?And What Companies Can Do

CLO Magazine

Lack of sleep and fatigue contribute to both performance deficits and bottom-line costs for companies. Organizations such as health care company Johnson & Johnson offer employees a digital wellness coaching program to address insomnia, and human capital management firm Ceridian provides sleep coaches as part of its employee assistance programs in hopes of improving the potentially dangerous impact of sleep loss on performance and safety.

Maximize Your Learning Platform’s Potential With These Integrations

Docebo

Without this integration, you will have to manually cross-match your employee information with what is listed in your learning platform, creating potential misalignment across channels, and wasting time that could be better spent optimizing performance (or anything else for that matter!). Delays in accessing new course materials can cause misalignment with your brand and lack of information, resulting in poor sales performance, and potentially damaging your brand’s reputation.

Tips and Strategies to Create a Roadmap to Transform Your eLearning Programs

EI Design

And this saying holds true even for L&D professionals who wish to create new eLearning programs or revisit and transform previously created eLearning programs. How Can L&D Professionals Create and Use eLearning Roadmaps to Build Highly Effective Learning Programs? You can produce personalized roadmaps by following a structured approach to eLearning program development. Influencing behavioral change for better performance. .

Strategies and Tips for CLOs to Measure and Maximize the Impact of Training and Development Programs

EI Design

CLOs make significant investments in training and development programs year-on-year. They are essential in enhancing employee performance and, more significantly, driving business results. The need of the hour is as follows: To meet the mandate that the business seeks, you need to evaluate the effectiveness of training and development programs not just through the basic L&D metrics but by measuring their anticipated impact on business.

How to Measure the Business Impact of Your Workforce Training Programs

EI Design

Given the significant investment on time and money organizations make on workforce training programs, there is an intrinsic need to ascertain its impact on business. Not only does this have a bearing on approvals on further investment, it can serve as a great cue to determine which programs are delivering impact and tweak or update the ones that aren’t. Challenges in measuring the business impact of your workforce training programs.

Andy Whitaker "Matching Learning Paths w/Performance Using Tin Can" #ATDTK

Learning Visions

Matching learning to performance with Tin Can Most "learning activity" is tracked in orgs in an LMS using SCORM. Are you able to efficiently and effectively evaluate your learning programs? Are you able to understand a learning program''s impact on the business? Most orgs aren''t currently using tech that supports xAPI -- there''s work to do. This is the beginning of connecting learning to performance. Program evaluation.

Moving the Needle on Strategic Diversity: 6 Steps to Advance Your D&I Program

KZO Innovations

In this blog post, Affirmity’s Diversity Advocate, Pamela Pujo, reviews results from our 2019 Strategic Diversity Measurement Survey and offers six steps to advance your D&I program. Our D&I team has seen first-hand that diversity programs do not grow and advance linearly, but with a sporadic progression and require iterative adjustments to continue enhancing the workplace and improving business outcomes. Assess Demographic Representation and Program Effectiveness.

Podcast 35: How Advanced Reporting Transforms Training – With Tamer Ali

Talented Learning

Now he’s back with Authentic Analytics, an advanced reporting platform for training professionals. Analytics tools aren’t new. But their analytics are still very employee-focused… Yeah… Built-in reporting capabilities really aren’t business-oriented. And with so many employee-focused learning platforms saying they serve extended enterprise needs, its hard to even know what extended enterprise analytics is. But a more robust analysis is.

Sahana Chattopadhyay – Crystal Balling with Learnnovators

Learnnovators

ABOUT SAHANA CHATTOPADHYAY (Social Learning & Collaboration Strategist, Performance Consultant Exploring Emergent Learning, Blogger). Sahana Chattopadhyay is a performance consultant and an L&D professional with 15 years of experience in the field of academia and organizational learning. In the past, L&D‘s focus had been to design training programs based on defined learning needs, skill gaps and business goals.

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Modern Learning Management System Features: Driving Performance, Boosting Engagement and Increasing ROIs

G-Cube

Are you looking for a new-age learning management system (LMS) that supports advanced features? Modern LMSs provide performance-driven solutions, thereby enabling learners to undergo training anytime, anywhere, and on any mobile device. Intuitive interface, skills-gap analysis, content management, performance tracking, reporting, and others are some of the incredible LMS features that facilitate training experience. Analytics to increase ROI.

7 big opportunities that MOOCs offer corporates

E-Learning Provocateur

Consequently, I envisage L&D professionals playing important roles in both curating and supporting MOOCs for their colleagues. In terms of the former, it’s important that the right MOOC be connected to the right employee so that it’s relevant to their performance on the job. This will involve an analysis of the curriculum pre-study, and an evaluation of the learning experience post-study.

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2020 LMS Trends: An Analyst’s Extended Enterprise Learning Predictions

Talented Learning

This is why we see increasing interest in cloud LMS platforms that are flexible enough to support any type of enterprise-class solution – internal, external or a combination of audiences. All of these vendors bring tremendous domain expertise, along with support for certifications and blended learning experiences, integration with association management systems, B2C and B2B ecommerce capabilities and pricing strategies designed specifically for non-profit organizations. New year.

How to Measure Customer Value (And Why It Matters)

Talented Learning

Laura is widely recognized as an authority in marketing measurement and performance, content management, marketing operations and data analytics. Below are tips for a successful analysis… The Psychology of Customer Value. Answering these questions will likely require extra research and data analysis. Now you’re ready for the next-level performance metric – customer asset value. Lessons learned from real-world programs.

18 Top Learning Systems Trends to Watch in 2018

Talented Learning

This has opened the door for small and medium-sized buyers to invest learning platforms to support education programs for employees, channel partners, customers and other external audiences. Of course, it’s essential to support employee compliance and other training basics, but where do you invest beyond those priorities? Consistently, they indicate these results: Dramatic improvement in channel performance. Reduced support calls.

THE 70:20:10 MODEL – TODAY, TOMORROW & BEYOND

Learnnovators

ABOUT CHARLES JENNINGS (Managing Director, Duntroon Associates): Charles Jennings is a leading thinker, practitioner and consultant in the areas of performance improvement, change management, and learning. From 2002 until the end of 2008, Charles was the Chief Learning Officer for Reuters and Thomson Reuters where he had responsibility for developing the global learning and performance strategy and leading the learning organisation for the firm’s 55,000 workforce.

Customer Engagement Metrics: What Marketers Can Teach Learning Pros

Talented Learning

Laura is widely recognized as an authority in marketing measurement and performance, content management, marketing operations and data analytics. In 2008, independent think tank Institute for the Future published a groundbreaking analysis, “ Engagement Economy: The Future of Massively Scaled Collaboration and Participation.” Most research supports the claim that acquiring new customers is more expensive than retaining current customers.

eLearning Trends In 2019: How To Use Them To Enhance Your Learning Strategy

Adobe Captivate

The desired performance gain and ROI occurs. I have grouped them as follows: Section 1: I list the trends that help learners learn and, more significantly, apply this learning to show better performance or the required behavioral change. eLearning Trends In 2019 – Section 1: The Trends That Help Learners Learn And Apply This Learning To Show Better Performance Or Behavioral Change. Performance Support Tools. Learner Analytics.