Caliper Analytics: Everything you need to know.

What is Caliper Analytics?

The Caliper Framework helps educators capture consistency and measure learning activity. It defines a common language and standard platform that organizations and universities can use to label learning data and measure effectiveness. Caliper Analytics leverages data science methods, standards, and technologies, built upon IMS Global standards, to provide the best-practice recommendations for transport mechanisms.

 

Common challenges educators face in today’s scenario

With the growing number of learning activities taking place online, data analytics and information specific to learning activities are increasingly being captured. This increased amount of data provides educators and education institutions with insight into specific learning interactions and their outcomes.

Further, this data allows educators and educational institutions to take specific action to improve their learning systems so that students can comprehend learning objectives in the most efficient way possible; however, all efforts surrounding this have been built upon keeping data locked away which prevents the educators, students, and institutions from seeing a holistic view of what is truly happening in the learning environment. There is a widespread need for data to be collected with a single approach.

For example, consider an instructor seeking to transform the classroom environment for students. He/she utilizes video platforms for lessons and assignments. Class discussions are conducted online, and courses are administered using a learning management system. Analyzing the behavior of the students in relation to the questions they pose and conversations they have is vital to holistically understanding their comprehension and performance. Yet, exploring these correlations is often too challenging of an exercise. Is the data required for analysis actually collected? If it exists, who owns it? If ownership isn’t the issue, what about privacy concerns? If privacy protocols are in place, how can the instructor retrieve the data? If retrievable how difficult is it to combine with data collected on other platforms?

How Caliper Analytics can be beneficial in these scenarios

The Caliper Analytics Specification addresses a number of these issues. It structures the way edtech products describe, collect, and exchange learning activity data. Since organizations analyze their environments in different ways and many curricula ask students to work in various learning environments, establishing a common vocabulary for describing learning interactions is a central objective. Promoting data interoperability, data-sharing, and data-informed decision-making are important goals supported by the IMS Caliper standards.

In modern use cases, educators are also exploring Caliper AI integrations that can automate insights, helping institutions move from descriptive to predictive learning analytics.

Implementing the Caliper frameworks in current work scenarios

To execute this framework, Caliper defines a number of metric profiles, each of which models a learning activity or a supporting activity that helps facilitate learning. Each profile provides a domain-specific set of terms and concepts that application designers and developers can use to describe interactions, such as videos, tests, or online grading, in a consistent manner with a shared vocabulary. Some institutions using Caliper AI see these profiles with predictive analytics.

IMS Caliper enables products to be certified through testing programs. The certification process is the fastest and most efficient way to achieve product integration that complies with specific standards. For educational institutions and EdTech providers, ensuring that products are compliant is the best way to allow your tools and content to work together, granting you the benefits of certification.

As an IMS Global contributing member, we are curious to understand if you use Caliper Analytics and how. Feel free to email us your thoughts or experiences at marketing@www.magicedtech.com.

Source: https://www.imsglobal.org/activity/caliper