Kai Analytics | Campus Climate Surveys

Understanding Campus Climate through Open-ended Surveys

A private liberal arts university was concerned about its campus climate and wanted to better understand how its students, staff, and faculty were feeling about diversity, equity, bias, and discrimination on campus. Kai Analytics was tasked with analyzing 1,800 open-ended survey responses to identify major themes and areas of concern for students, staff, and faculty.

What We Did

Kai Analytics used machine learning algorithms to categorize 1,800 responses into themes like racial issues, promoting open discussions, gender equality, religious freedom, stress and anxiety, and accessibility. After analyzing the data, we provided the university with actionable insights that allowed it to prioritize which issues to focus on in their next three-year campus climate strategy.

infographic - Demonstrated commitment to diversity and inclusion.

Demonstrated commitment to diversity and inclusion.

infographic - Secured campus-wide buy-in on new initiatives.

Established the next campus climate strategy.

infographic - Established the next campus climate strategy.

Secured campus-wide buy-in on new initiatives.

Our next three-year plan will focus on promoting open discussion and protecting privacy.

ASSOCIATE PROVOST FOR INSTITUTIONAL RESEARCH AND PLANNING

3 Key Insights

A bar graph by Kai Analytics of student concerns where the largest concern is around racial issues.

Students expressed more concern about racial issues than staff and faculty.

This large discrepancy between the views of students versus staff and faculty indicated to the university that students could be facing some unique challenges on campus.

Faculty members were more concerned with gender equality than any other demographic.

A quarter of faculty members were concerned with gender issues at the university. They cited perceived imbalances in the workplace and lack of awareness about the spectrum of gender identities.

A bar graph by kai analytics of faculty concerns where the largest concern is around gender equality.
A bar graph by kai analytics institutional concerns where the largest concern is freedom of expression.

There is an underlying sense of discomfort on campus to express one's opinion.

Students, faculty, and staff all worry about the retaliation they may face for holding an opposing opinion, or worse, saying the wrong thing.

 
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