{"id":1059,"date":"2026-07-08T09:30:08","date_gmt":"2026-07-08T13:30:08","guid":{"rendered":"https:\/\/www.bu.edu\/cida\/?p=1059"},"modified":"2026-07-06T09:29:36","modified_gmt":"2026-07-06T13:29:36","slug":"from-hypothesis-to-impact-collaborating-through-classroom-scheduling-optimization-at-bu","status":"publish","type":"post","link":"https:\/\/www.bu.edu\/cida\/2026\/07\/08\/from-hypothesis-to-impact-collaborating-through-classroom-scheduling-optimization-at-bu\/","title":{"rendered":"From Hypothesis to Impact: Collaborating Through Classroom Scheduling Optimization at BU"},"content":{"rendered":"

In partnership with the\u00a0several key University\u00a0stakeholders, our classroom scheduling initiative focused on building shared understanding\u00a0to create meaningful solutions to university challenges. From the outset, this was a highly collaborative effort\u00a0–\u00a0bringing together academic leadership, schedulers, and operational teams to shape both the questions and the approach.<\/span>\u00a0<\/span><\/p>\n

We began with a set of\u00a0initial\u00a0hypotheses and explored them through a combination of qualitative insights and the best available data. Stakeholder interviews were critical in\u00a0grounding\u00a0the work, helping us understand not just how scheduling happens, but why\u00a0–\u00a0surfacing local practices, constraints, and priorities that data alone cannot capture. This collaboration ensured that our analysis reflected the lived reality across schools and departments, not just system outputs.<\/span>\u00a0<\/span><\/p>\n

\"Analysis<\/p>\n

At the same time, we worked across multiple data sources to test these hypotheses and\u00a0identify\u00a0patterns. Where data was strong, it helped\u00a0validate\u00a0or challenge assumptions. Where it was incomplete or inconsistent, we named those gaps openly. This transparency became a key part of the process, enabling informed conversations about what decisions could be made and where further investment in data was needed.<\/span>\u00a0<\/span><\/p>\n

Perhaps the\u00a0most important takeaway is that meaningful transformation in complex environments like BU depends on shared ownership. Progress came not from a single solution, but from aligning stakeholders around common goals, trade-offs, and opportunities.<\/span>\u00a0<\/span><\/p>\n

For teams navigating similar ambiguity:<\/span>\u00a0<\/span><\/p>\n