Creating The Perfect Data Collection & Exploration 
Questionnaire to Test Expertise
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About the Client
We were contacted by a Content Management Services Giant, who works with several big EdTech companies like Coursera, Udemy, etc., to create the ultimate course, along with the final assessment test for Data Science experts.
Business Requirement
Our client needed course and assessment content to determine the overall capabilities and expertise of the working professionals in the field of data collection and exploration.
Preferable Outcome
A complete learning course blueprint, corresponding one hundred well-written Questions, and TLOs that check not just the memory but also the ability to apply, analyze, and create per Bloom’s Taxonomy through accumulated knowledge.
Overview of the Project
Our client is a content management services giant who offers services to companies that provide online courses. In this requirement, they wanted to create complete course content along with the final questionnaire to the help of subject matter experts in data collection and exploration. As the test will primarily focus on applicability skills, only 20 out of the 100 questions test the test taker's memory. The rest will focus on the candidate's ability to apply, analyze, and create using their knowledge.
Our Contribution
In the project, we were responsible for creating the course content and questionnaire from scratch. It meant that we started on the project by creating a blueprint, making a workflow, and then started the content work.
During the process, we were also responsible for offering suggestions to other collaborators working on the same project and drafting relevant questions.
Challenges
Problem 1
Need for an Extensive Literature Survey to avoid plagiarism
The biggest problem while drafting the course and questionnaire was creating a unique question set that consisted of queries that analyzed the candidate's capabilities while ensuring that there was no unintended plagiarism.
Solution
To ensure completely one-of-a-kind content and questions on the paper, the experts at MoogleLabs did an extensive literature survey of available material.
Problem 2
The drafting of Analyze and Apply questions
One of the significant challenges of the project included creating questions that would assess the candidate's ability to analyze and apply the acquired knowledge to create real-world solutions.
Solution
To create engaging and insightful questions, we studied the adjoining concepts to develop problems that required varied information and a grasp on how to implement the data to gain desired results.
The Final Result
At the end of the project, we successfully created a valid, succinct, reliable, and interesting 100-questions test along with complete course content that could test the experts in the field. The questionnaire had 20 questions for testing memories, and the remaining 80 questions focused on assessing the user's analysis and application capabilities.
Additionally, we collaborated with an external team, taking and giving suggestions on creating better questions for appropriate assessments.