In what ways can Watermark improve its Outcomes Assessment solution to better visualize program-level learning outcomes?

Introduction

To improve Watermark's Outcomes Assessment solution for better visualization of program-level learning outcomes, we need to dive deep into user needs, pain points, and potential innovative solutions. I'll approach this challenge systematically, focusing on user segmentation, pain point analysis, solution generation, and evaluation. Let's begin by clarifying some crucial aspects of the product and its context.

Step 1

Clarifying Questions (5 mins)

• Looking at the product context, I'm thinking Watermark's Outcomes Assessment solution might be primarily used by higher education institutions. Could you confirm the primary user base and key use cases for this product?

Why it matters: Determines the focus of our improvement efforts and ensures we're addressing the right user needs. Expected answer: Primarily used by colleges and universities for assessing and visualizing student learning outcomes. Impact on approach: Would tailor solutions to academic contexts and reporting needs.

• Considering the visualization aspect, I'm curious about the current data presentation methods. What types of visualizations does the solution currently offer, and what feedback have we received about their effectiveness?

Why it matters: Helps identify specific areas for improvement in data visualization. Expected answer: Offers basic charts and graphs, with user feedback indicating a need for more interactive and customizable options. Impact on approach: Would focus on enhancing data visualization capabilities and user customization features.

• Given the focus on program-level outcomes, I'm wondering about the scale and complexity of data being handled. Can you provide insight into the typical volume of data and the number of programs or outcomes being assessed simultaneously?

Why it matters: Influences the technical approach and scalability considerations for visualization improvements. Expected answer: Varies by institution, but often involves hundreds of outcomes across multiple programs. Impact on approach: Would prioritize solutions that can handle large, complex datasets efficiently.

• Thinking about the competitive landscape, I'm interested in understanding our current market position. How does Watermark's solution compare to other products in terms of market share and user satisfaction, particularly regarding visualization capabilities?

Why it matters: Helps identify areas where we can differentiate and improve relative to competitors. Expected answer: Strong market presence but facing increased competition in data visualization features. Impact on approach: Would focus on innovative visualization techniques to maintain competitive edge.