Flexibility in response to learners' is a strategy. When to schedule office hours. When to schedule class messages, due dates/times, etc.

Including voice is a practice for embedding equity.

Access to student records is an equity issue. It's now been said. Out loud. Regardless of how essential that revenue is, maintaining barriers to accessing student records amounts to institutional efforts to perpetuate inequities.

There is a lot in this little paragraph, and a big point to not miss is the call out of "individual need." There will be dashboards and other tools that purport to serve learners/earners with comprehensive data about the possible pathways that are open to their successful futures. A harmful that we can anticipate many falling into however, will be generalized data that fails to leverage "nearest neighbor" practices that provide users with data based on the outcomes experienced by people with shared characteristics to their own. For example, if a specific pathway has great outcomes that are disproportionately enjoyed by White males under 45 who already work in that industry, then the generalized data may be misleading to a career-changing Black woman in her early 60s who is investigating the next steps in her journey..

It is also important to note that this positive evidence for low-income certificate-earners stands in con-trast to findings for other historically underserved groups; studies indicate that individuals of color and older individuals go on to stack credentials at lower rates and see smaller earnings gains relative to White individuals and younger individuals (Bohn and McConville, 2018; Bohn, Jackson and McConville, 2019; Daugherty et al., 2020; Daugherty and Anderson, 2021). Although we suspect many low-income individuals are also individuals of color, the findings suggest that there are inequities within stackable credential pipelines that might be more strongly tied to race, ethnicity, and age than to socioeconomic status. It is also possible that many low-income individuals never complete a first certificate and thus do not enter a stackable credential pathway

Important note on Equity: The positive findings for credential-stacking among low-income individuals stand in contrast to findings for other historically underserved populations, such as older learners and individuals of color, which show some evidence indicating lower rates of stacking and lower returns from stacking relative to younger individuals and White individuals.

Holly Custard of Strada

What equity looks like