Commentary: “Alexa, define student success”
I ran across two articles recently, one in
Inside Higher Ed and another by
Northeastern University, both talking about how some universities are giving students an Amazon Echo Dot as part of their student package. Some of these devices come with an app produced by a Northeastern University spin-off,
n-Powered. This app is tied to the specific university and can enable Alexa to answer common student questions by pulling data from various campus resources, including questions like “Who is my academic advisor?” and “What is the status of my financial aid?”
I am torn as to whether or not this is a good idea. On one hand, if this product is answering the questions that most often drive students to call various offices on campus and/or try to find on the web themselves, this is a good thing. On the other, are students being taught to be overly reliant on electronic assistants and possibly missing out on learning how to navigate complex systems by having this information at their beck and call, literally? If they are losing out on gaining this skill at this particular juncture in their lives, does it matter? I find myself saying “Ok Google” several times a day now, but I contend that I learned how to navigate complex systems while at college primarily, and that skill has helped me both personally and professionally. I am personally “geeking out” thinking about the research to come that will examine the relationship between student success and Alexa (or other similar interface) users to non-users.
AACRAO Research Update
The September 60-Second survey on program completion time limits highlighted again the wide variety of policy and practice amongst institutions. On the aggregate, however:
- Most (68%) institutions set program completion time limits;
- Nearly three quarters (74%) set the program completion time limit the same for all programs, degrees, majors, and student levels;
- Seventy-three percent (73%) set program completion time limits by credential level exclusively (e.g., certificate, associate’s, bachelors); and
- Eighty-seven percent (87%) allow students to apply for a program time limit extension.
Additional details and institutional descriptions of their own variance in practice can be viewed in the report.
We are working on a survey with AICE on credential evaluation standards. This survey will be distributed to the primary contact at each of our member institutions in October.
Current Higher Education Research and Related Topics
Contract Cheating in Higher Education
A recent study synthesized the findings from other research on contract cheating in higher education - paying for someone else to complete coursework for you. The author found that it appears that contract cheating has increased over time with an average of 3.52% of students self-reporting that they’ve engaged in contract cheating (see the figure from the report below). According to the author, the data suggests that since 2014, an average of 31 31 million (out of a total of 200 million students annually enrolled in higher education) use contract cheating
Self-reports of commercial contract cheating have increased over time
![](data:image/png;base64,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)
(A) The plots show the percentage of respondents, in individual samples, who answered “yes” to having paid a third party to undertake assignments for them, ±95%CI. (B) The percentage of participants answering yes to engaging in the most commonly reported form of misconduct in the sample. These have also increased over time, ± 95%CI.
Major and Type of Institution Matters for Earnings and Employment
Analysts at the Federal Reserve Bank of New York explored a data set that matched earning and employment data of college cohorts. They found that both a student’s major and the type of institution they attended influences medium-term earnings and employment six years after enrollment (see figure below). Findings include:
- Selective college attendees have a medium-term earnings premium of 11 percent; after 10 years, this increases to 20 percent
- For-profit college attendees have 17 percent lower medium-term earnings compared to private-not-for-profit attendees; after 10 years, this increases to 18 percent
- STEM and business majors have the highest earning premiums
- Selective college attendees have a modest 1 percent higher employment than nonselective
![](data:image/png;base64,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)
Framework for Equitable Free College Programs
The Education Trust used an eight-part equity rubric to examine 15 statewide programs and 16 proposed programs. They found that none of the programs met all eight parts of the quality rubric and, on average, met just half. The eight parts of the rubric are:
- Helps low-income students cover living (i.e., non-tuition) costs
- Covers the cost of fees (in addition to the cost of tuition)
- Covers the cost of tuition for at least four years of college
- Covers the cost of tuition for bachelor’s degree programs at four-year institutions
- Provides benefits for adult and returning students
- Does not impose GPA requirements beyond what is needed to maintain eligibility for federal financial aid
- Does not impose enrollment intensity or credit accumulation requirements beyond what is needed to maintain eligibility for federal financial aid
- Does not demand the repayment of aid
2018 Education at a Glance Report
The Organisation for Economic Cooperation and Development (OECD) released the 2018 Education at a Glance report. This is an almost 500 page report summarizing key educational statistics for 35 countries. Key statistics/facts for the United States include:
- The percentage of 25-34 year olds with a tertiary degree has increased by 7 percent since 2007 (48%)
- Tertiary educational attainment varies more by state than by country of birth or parents’ education attainment.
Half of young adults are expected to enroll in tertiary education – less than the 58% average across OECD countries
Student Debt and the Class of 2017
- The Institute for College Access and Success released the 13th version of their student debt report. The report includes data by state, trends in student debt, debt a graduation and other related statistics. Some data facts include:
- The average student debt of graduating seniors at 4-year colleges is $29,650, a one percent increase over 2016.
- Connecticut had the highest at $38,510
- Utah had the lowest at $18,838
- Bachelor’s degree recipients who also received Pell grants are more than five times as likely to default that others.
- The rate of default within 12 years varies by institutional type
- 30% at for-profit colleges
- 4% at public colleges
- 5% at nonprofit colleges
The figure below from the report highlights the percentage of private loan borrowers by Federal loan usage.
![](data:image/png;base64,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)