The document discusses strategies for improving data collection and accessibility to enhance inclusive excellence in higher education. It highlights the importance of adopting inclusive practices, addressing implicit bias, and ensuring that data reflects diverse student experiences, particularly for marginalized groups. The text outlines various implementations and ethical considerations for data use while stressing the need for departmental collaboration and ongoing training in effective data utilization.

1. Data Collection and Accessibility
for Inclusive Excellence
Lindsay Murdock
Kayley Robsham

2. PRESENTERS
Lindsay Murdock
Engagement Specialist
Inclusion Strategist
she/hers
Kayley Robsham
Community Engagement Manager
Inclusion Strategist
she/hers

3. Starting Point
• Rigid, less inclusive demographic markers
• Census style data can:
• Create gender binaries
• Confuse gender & sex
• Confuse race & ethnicity
• Fail to provide comprehensive racial & ethnic breakdowns

4. Benefits from Inclusive Practices
• Provides strategic direction forward as campuses make
inclusion mission critical
• Supplements current accountability measures to improve
experiences of at-risk students
• Serves as a starting point for the interpretation of campus
climate
• Helps inform and align campus policies to reflect inclusive
student experiences

5. Important Considerations
• Implicit Bias
• Trainings to accompany data
accessibility
• Data Negligence

6. • Top Down Approach
• Rigidity of Student Information
Systems (SIS)
• Functional areas & different softwares
Challenges to gathering &
Sharing data

7. Theoretical Framework

8. Shifts in EDI Work
Trend shifts since 70’s Next Steps?
From stereotypes to patterns of
treatment
“Good one” to organizational change
Single issues to intersectionality
Silence to competence
More integrated social justice work
Outcomes central to practice
Developing Internal capacity for
systemic change
Top down, well integrated

9. • Broadened data = more nuanced
understanding
• Implications of self report
• Expressions of fear
• Role of Faculty
• Students data use expectations
Moving Forward

10. • Proximity to differences
• Demonstrated Action
• Appreciation
• Collective consciousness
• Make efforts more visible to students
Student Expectations

11. • ADA & Disabilities
• Accommodations
• Culture, norms & practices
• LGBTQ Identities
• Multiracial students in a mono-racial world

12. IN PRACTICE

13. In Practice | Gender Identity
• Campuses using Presence
• Utilizing Gender identity
• Tracked involvement based on these
demographics
• Tailored engagement for marginalized LGBTQ
population
• Identified needs, improved retention

14. In Practice | Campus Climate Surveys
• Effectiveness of outcomes improves
with inclusive data as starting point
• Intersection of race, gender &
class
• Intersection of LGBTQ identities
and sexual violence

15. In Practice | Preferred Name Policies
• Following State of Oregon HEC lobby
- preferred names in Banner
• Several states have followed suite
• See example policies in handout

16. In Practice | Campus Inclusion Plan
• Tie data collection goals to
overarching inclusion plan,
• Metrics
• Accountability measures

17. OVERARCHING STRATEGIES
FOR SUCCESS

18. Top 3
• Consistent collection of data at events
• Building a culture of inclusive assessment
• Access to assessment policies
• Data sharing
• Constant review & iteration
• Collaboration & integration with internal software & third
party vendors

19. Departmental Implementation
• Provide templates with exhaustive or
near exhaustive demographics
• Departmental Collaboration on forms,
data sharing

20. Divisional Implementation
• Intersectionality trainings
• Identifying opportunities for expanded
demographics in admissions
• Strategic initiatives to increase diversity
and inclusion, add in goals and metrics
that focus on data collection

21. Campus Wide Implementation
• Preferred name policies
• Tracking consistent data processes from
applicant stages to alumni databases
• Partnering with academics - personalized
learning
• Expand data collection in campus climate plan
selection and development

22. ETHICAL DATA USE

23. Discussion Prompts
• Ethics surrounding practitioner use of data
• In what ways do you raise awareness around the importance of these
policies or practices on your campus?
• What trainings have you found effective around EDI and data usage
and analyzation? What gaps in training can you identify on your
campus?
• Integrity and responsibility of data utilization and reporting
• What are some of the effective ways your department trains employees
on effective data utilization and reporting?
• How can these trainings be improved?

24. References
• Astin, A. W. (1984). Student involvement: a developmental theory. Journal of College Student Personnel, 25,
297-308.
• Barton, D. (2015). The most important factor in a college student’s success. blogs.wsj.com/experts/2015/09/16/the-
most-important-factor-in-a-college-students-success/
• Kuh, et al. (2006). What matters most to student success: a review of the literature.
• Tinto, V. (1987). Leaving college: rethinking the causes and cures of student attrition. Chicago: University of
Chicago Press.
• Milem, et al. (2005) Making diversity work on campus: A research-based perspective. https://www.aacu.org/sites/
default/files/files/mei/milem_et_al.pdf
• 2016-17 DLE Survey Changes http://www.heri.ucla.edu/PDFs/surveyAdmin/dle/2017/DLE-2017-Survey-
Changes.pdf
• Elliot, et. al. (2013) Institutional barriers to diversity change work in higher education. http://journals.sagepub.com/
doi/pdf/10.1177/2158244013489686
• Johnston, Sara (2015) Unequal Treatment or Uneven Consequence: A Content Analysis of Americans with
Disabilities Act Title I Disparate Impact Cases from 1992 – 2012 http://dsq-sds.org/article/view/4938
• Obear, K (2012) Reflections on our practice as social justice educators: How far we have come, how far we need to
go http://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=1015&context=jctp

25. For More Information
• Handout URL for more copies:
• Inclusive Data Blogs/ Inclusivity
Page
Kayley Robsham
kayley@presence.io
@kayleyrobsham
Lindsay Murdock
lindsay@presence.io
@linds_murdock