Why is disaggregating student data essential for achieving equity? Relying on data about the “underrepresented minority” is “educational malpractice” as Estela Bensimon once wrote. In 𝘛𝘰𝘸𝘢𝘳𝘥 𝘌𝘯𝘥𝘪𝘯𝘨 𝘵𝘩𝘦 𝘔𝘰𝘯𝘰𝘭𝘪𝘵𝘩𝘪𝘤 𝘝𝘪𝘦𝘸 𝘰𝘧 “𝘜𝘯𝘥𝘦𝘳𝘳𝘦𝘱𝘳𝘦𝘴𝘦𝘯𝘵𝘦𝘥 𝘚𝘵𝘶𝘥𝘦𝘯𝘵𝘴” we interviewed students and educators about unbundling their experiences. They told us disaggregating data can: 𝗜𝗹𝗹𝘂𝗺𝗶𝗻𝗮𝘁𝗲 𝗶𝗻𝘁𝗲𝗿𝗴𝗿𝗼𝘂𝗽 𝗵𝗲𝘁𝗲𝗿𝗼𝗴𝗲𝗻𝗲𝗶𝘁𝘆 “We don’t treat white students as a monolith. We know students from Kentucky are not the same as students from L.A. But for some reason, that doesn’t translate to Black and Brown students.” Shonda Goward, Ed.D. 𝗜𝗹𝗹𝘂𝗺𝗶𝗻𝗮𝘁𝗲 𝗼𝘃𝗲𝗿𝗹𝗼𝗼𝗸𝗲𝗱 𝗯𝗮𝗿𝗿𝗶𝗲𝗿𝘀 𝘁𝗼 𝗲𝗾𝘂𝗶𝘁𝘆 The devil is in the details sometimes. One student told us how being a working mother who had used up her financial aid eligibility as a teenager was a bigger factor in her progress than her ethnicity. 𝗖𝗼𝘂𝗻𝘁𝗲𝗿 𝗽𝗮𝘁𝗿𝗼𝗻𝗶𝘇𝗶𝗻𝗴 𝘀𝘁𝗲𝗿𝗲𝗼𝘁𝘆𝗽𝗲𝘀 Bundled data can hide how students experience a complex web of overlapping colorism, classism, and intergroup prejudice inherent in “positive” stereotypes about different racial, ethnic, and economic groups. 𝗘𝗻𝗮𝗯𝗹𝗲 𝗶𝗻𝘁𝗲𝗿𝘀𝗲𝗰𝘁𝗶𝗼𝗻𝗮𝗹 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 Even when barriers to equity are shared across student populations, they take different forms and are experienced uniquely. Facets of a student’s identity matter to them differently over time as the salience ebbs and flows in different circumstances. 𝗘𝗻𝗮𝗯𝗹𝗲 𝗴𝗼𝗼𝗱 𝘁𝗲𝗮𝗰𝗵𝗶𝗻𝗴 𝗽𝗿𝗮𝗰𝘁𝗶𝗰𝗲𝘀 𝗶𝗻𝗳𝗼𝗿𝗺𝗲𝗱 𝗯𝘆 𝗯𝗲𝘁𝘁𝗲𝗿 𝗱𝗮𝘁𝗮 Culturally relevant pedagogy has little practical meaning in a context of homogenized “underrepresented students,” and assets-based or cultural wealth perspective depends on surfacing the unique assets students bring. 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝗲𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 Digital learning is integral to the experience of most college students, but we know little about how effective it is for specific student populations. 𝗠𝗶𝘁𝗶𝗴𝗮𝘁𝗲 𝘁𝗵𝗲 𝗲𝗳𝗳𝗲𝗰𝘁𝘀 𝗼𝗳 𝘀𝘆𝘀𝘁𝗲𝗺𝗶𝗰 𝗶𝗻𝗲𝗾𝘂𝗶𝘁𝘆 Colleges and universities have their own legacies of racism and classism, as well as internal systems that sustain inequities. Data-informed pedagogy requires accounting for the various ways students experience systemic inequity. ___ Disaggregating data isn’t easy, but it’s necessary. When you see a report with data that isn’t disaggregated, be patient, but push for better. And definitely take it with a grain of salt. Bundled data obscures variations in student experiences trends. The full report is here: https://lnkd.in/g66TWJ2k ___ Looking for professional development on data-informed digital teaching and learning? Check out our service partners: https://lnkd.in/ddVbESB6
Every Learner Everywhere ’s Post
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What does it mean to be a student in 2023? EDUCAUSE's recent study, based on their 2023 Student Survey involving 1,951 students from 10 U.S. institutions, explores this question. The report examines three critical themes: - The Locationality of Education: How institutions are striking a balance between residential and off-campus learners in terms of engagement and support. - Students as Consumers: The power of student choice in shaping their educational journeys and the ethical considerations that arise. - Equitable Education: The growing expectations for institutions to provide equitable education, with a focus on assistive technologies and accommodations for students with disabilities. For key findings and a deeper understanding of students' tech experiences, check out the full report: https://buff.ly/45SZdqt #HigherEd #EdTech #StudentExperience #HigherEducation #OnlineLearning #HybridEducation #DigitalLearning
EDUCAUSE
educause.edu
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If #communitycolleges are going to fulfill our mission to provide #equitableaccess to a #collegecredential and a pathway to a good career, we are going to have to overcome these perceptions and expectations and ensure that our institutions are relatable and relevant and a real opportunity for #students, particularly those we have failed to reach and serve. Read, A New Data Mindset: Creating #Equitable #StudentOutcomes and Vibrant Communities, from EDUCAUSE: https://ow.ly/KIWS50QMVLa
A New Data Mindset: Creating Equitable Student Outcomes and Vibrant Communities
er.educause.edu
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#stemeducation and #steam have been buzzwords for decades, but with the pandemic came new focuses such as entrepreneurship and website-based commerce. As a country, we must not lose sight of the importance of Science, Technology, Engineering, and Mathematics. The rise of AI has shown us more than ever that we must provide opportunities for all to enter STEM fields. https://shorturl.at/lpCEK
Colleges turn to older students to stem enrollment crisis
thehill.com
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Senior Director @ Resultant | EdD, Organizational Leadership and Learning Former Educator, Administrator, and now Consultant. Interoperability Nerd. AI Enthusiast
🔍 Exploring the Transformative Trend of Dual Enrollment in Community Colleges 🎓🚀 Hey, fellow #data nerds 👋 We love keeping a close eye on emerging trends in education that carry potential data implications. Today, we're diving into a fascinating article from FutureEd, "How Dual Enrollment is Changing the Face of Community Colleges." 📚 👉 Article Link: https://lnkd.in/eawaNHrX 🔑 Dual enrollment, where high school students simultaneously earn college credits, has been rapidly gaining popularity in recent years. And the implications it carries for data management are truly intriguing! 📈📊 📚 Enhanced Data Collection: With more students participating in dual enrollment programs, educational institutions are grappling with how to gather data among various service providers. Managing this data effectively becomes crucial to track academic progress, ensure smooth credit transfers, and provide personalized guidance to students. 🎯 Predictive Analytics: Dual enrollment programs open new avenues for leveraging data to identify at-risk students, analyze success patterns, and design interventions to bolster student outcomes. Predictive analytics can play a pivotal role in shaping these initiatives. 💻 Technology Integration: The seamless integration of data systems and technology platforms becomes essential to facilitate smooth collaboration between high schools and community colleges. Real-time data sharing ensures timely support and guidance to students throughout their academic journey. 🌐 Equitable Access & Inclusion: As we celebrate the positive impact of dual enrollment, it's vital to address potential data disparities that might arise. Ensuring equitable access to these programs for all students, regardless of socio-economic backgrounds, is a critical aspect of data-driven decision-making. 🚀 Future Opportunities: Embracing data-driven practices in the realm of dual enrollment opens up exciting possibilities. From designing more personalized learning pathways to tracking long-term student success, the potential for positive change is enormous! #DataManagement #EducationTrends #DualEnrollment #DataAnalytics #EdTech #CommunityColleges #FutureReady #TransformingEducation #highereducation
How Dual Enrollment is Changing the Face of Community Colleges
https://www.future-ed.org
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Les Smith Distinguished Prof | NaPDI Co-I & comms strategist | #IMC specialist | Passion for the #powerofplay | Leader in multi-modal curriculum design, prof dev & training | Assessment lead | #keepgoing |#keepgrowing
The report is in. Students like interactive work, flexibility of hybrid classes, and technology satisfaction for students have a lot to do with internet access. *** In their latest Student and Technology Report - EDUCAUSE asked 1,951 students from across 10 US institutions the following questions: - What does it mean to be a student now in 2023, on the fading tail of a global pandemic and in the midst of lingering uncertainty about the world, our leaders, our economy, and our own futures within all of it? -What do students still need from a postsecondary education now and in that uncertain future, and how can they best go about meeting that need? - Where does technology serve as a fulcrum, for better and for worse, both opening and closing students' paths forward through their educational journeys? Key findings: • Students prioritize internet access as a crucial factor in their technology experiences when selecting their places of residence. • Students' satisfaction with hybrid courses significantly increases when they have the autonomy to choose their preferred mode of engagement, highlighting the importance of accommodating diverse learning preferences. • Students with reported disabilities face lower satisfaction levels in terms of technology support, potentially indicating a need for tailored solutions based on specific impairments. Curious? View the summary report at https://lnkd.in/ggFnbW3A and the full report at https://lnkd.in/g29cv6CD #studentsatisfaction #studentsuccess
2023 Students and Technology Report: Flexibility, Choice, and Equity in the Student Experience
library.educause.edu
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✭ Corporate skills designer & trainer ✭ Learning organization & employee engagement expert ✭ Organizational & executive communications excellence ✭ Japan startup global success supporter
The Postsecondary Equity/Excellence Imperative (Part 2) Recently I posted about the Postsecondary Equity/Excellence Imperative model from the Boyer 2030 Commission report (link to post in comments). Maybe call it "Equillence"? Here I share questions verbatim from the report designed to guide us to realization of the equity/excellence imperative (link to report in comments). How might thoughtful and equitable use of AI help us to respond effectively to these questions? 1. World Readiness: Will we prioritize transformative education for life, work, and citizenship in an age of daunting challenges in need of world-embracing solutions? Will we ensure such education for all students, not only those already privileged? 2. Freedom of Speech and Expression in Supportive Campus Cultures: How can we nurture trust within university communities and build student capacity for leadership in democratic society? 3. Access to Excellence: How can we render high-impact practices—hallmarks of excellence—accessible to all? 4. Teaching: How will we ensure that our students—all of them, without exception—are educated using evidence-informed pedagogies in intentionally inclusive and empathy-based environments? 5. Advising: How can we ensure that all students receive excellent advising—holistic advising that is student-centered and encompasses academic, career, and basic needs guidance—so students can best benefit from our complex institutions? 6. Faculty Rewards and Structure: How can we best recognize, support, and reward faculty across all appointment types for the expertise and dedication they bring to achieving equitable, excellent undergraduate education? 7. Access and Affordability: How can we recruit and best support undergraduates from diverse communities and include them in research universities’ empowering academic programs and myriad scholarly projects aimed at advancing the quality of human experience in the US and worldwide? 8. Degree Pathways: How can we identify curricular and other opportunities to facilitate degree completion at our universities—and leverage and enhance them? How can we identify curricular and other similarly institutionalized barriers to degree completion—and remove them? 9. Digital Technology: How can we use technology strategically and in financially sustainable ways to ambitiously scale up equity/excellence in undergraduate education? 10. Nurturing Mental Health and Well-Being: How can we urgently support belonging and wellness in the university community? How can we identify and eliminate policies or practices that exacerbate mental health problems, which disproportionately affect students from underrepresented groups (including first-generation, low-income, and students of color)? 11. Assessment and Accountability: How can we best assess our progress toward meeting the equity/excellence imperative? How should we hold ourselves accountable? #equityineducation #excellenceineducation #postsecondaryeducation
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"Five Higher Education Trends to Watch for in 2024- Fourier Perspective" The recent Forbes article "Five Higher Education Trends to Watch for in 2024" spotlights essential shifts in the educational landscape, particularly the rise of hybrid learning and the integration of advanced technologies. The einstein™ solutions promote a future-ready approach and lifelong skills - curiosity, autonomous reasoning, analytical thinking, problem-solving, multiple process understanding, and teamwork - to ensure that students are not just consumers of information but skilled problem-solvers and collaborative innovators. MYQ, Fourier's recent investment, developed Computational Thinking applications (Pixel and Spark) for Grades 1-6. These applications introduce young minds to the realm of logical reasoning through immersive characters and enjoyable activities. By using these apps, students get valuable insights into fundamental concepts like cause and effect, abstraction, conditional reasoning, and the ability to dissect complex problems into more manageable components. Both companies, Fourier and MYQ, believe that education is the key to unlocking students' potential and have developed innovative solutions to facilitate STEM education that empowers teachers and students. Visit MYQ website- MYQ.co.il For more information on the einstein™ products, please visit https://lnkd.in/daBqvJ5h, from which you can also download the 2024 Fourier catalog at- https://lnkd.in/dwS9ds9d Teach Science! #einsteinworld #stemeducationforkids #stemeducation #sciencelab #hybrideducation #greeneducation #climatechange #teacherscanadapt #webeiliveinteachers https://lnkd.in/e-FWRjUp
Five Higher Education Trends To Watch For In 2024
forbes.com
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The age of the “well-rounded” student is ending. It used to be that the student with the most AP classes, extracurriculars, skills, and experience won big during college admission season. But now, we’re seeing colleges (especially Ivy Leagues) increasingly reward students who exhibit a higher level of subject matter expertise on their applications. Because of that shift, schools will need to reconsider how they support students in finding a particular niche and delving deeper into it, starting as early as middle school. What can schools do to help students in this effort? In my view, one-on-one engagement and personalization are the best ways to champion students in this effort. By giving students room to explore the areas of study that really capture their interests, and then creating flexibility with a curriculum to integrate those interests academically, students will be able to follow that thread from year to year, ultimately building a more specialized resume that will strike the chord colleges are looking for. Of course, that’s easier said than done. To achieve this kind of personalized approach to education, teachers require the proper time and tools. With recent AI innovations, however, it’s more possible than ever to develop personalized teaching materials at a greater scale. If schools can really deliver on this approach, the implications of the shift reach beyond mere college admissions. Hopefully, by encouraging students to embrace their interests and hone particular skills, they’ll also be able to learn about potential career paths earlier on and struggle less when it comes time to actually pursue a profession. Now, it’s worth saying that generalists still have an important place in society - and I hope this trend doesn’t minimize the value of having broad interests. But from an educational standpoint, there’s definitely a benefit in encouraging students to find their own path based on their own interests. Schools that can react to this trend and find ways to prioritize personalized education will serve their students well in this changing admissions (and life) context.
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The best data is finally out and learning loss from the pandemic is staggering. In both reading and math scores, students who perform below grade level rose 50% from 2019 to 2023, and students overall are, on average, 5-9 months behind—that's a solid year behind for many. The New York Times published a scary and scathing op-ed on this two weeks ago, noting that funding for learning catch-up, which has barely made a dent in the problem, dries up in 2024. It will take a herculean effort to address this, the paper notes. One bright spot is an experiment in the state of Virginia which is rolling out "high dosage tutoring," that aims to pair students with teachers in very small groups for intensive tutoring. Virginia is investing $418m—the GDP of a small Caribbean nation—in the effort. The program is based on research conducted at Stanford University as part of its education accelerator that shows how high-dosage tutoring, in which students are paired consistently several times each week with the same tutor, drives 2.1x results. In other words, in a single year of tutoring students are gaining 10 extra months of learning. A key ingredient in Stanford's recipe is that the tutor has to remain consistent and be supported in a way that they can forge a strong rapport with their students. "The basis of effective tutoring is strong tutor-student relationships." This, of course, is exactly what we do. Or, at least it's on the spectrum. Our groups are smaller—1 student per teacher, instead of 4 per teacher in the Stanford research. And, instead of tutors—who are often college students looking to earn a little extra money—we employ teachers with years (often decades) of experience. If Stanford's recipe is high dosage, Cicero is an overdose. Dad jokes aside, the data is incredibly clear: When you take kids out of the classroom and pair them with an expert teacher in very small groups or, ideally, one-to-one, for a solid period time, magic happens. If you create an environment where a student and teacher can build a strong rapport and sense of trust, huge amounts of learning can happen. This is what we focus on. Every day. https://lnkd.in/gRfM2T3A
PROOF POINTS: Three views of pandemic learning loss and recovery
http://hechingerreport.org
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Hello everyone! Here is an interesting post created by my amazing colleague Mariana Aguiar about the importance of data tracking and utilization in enhancing the teaching and learning experience. I hope you enjoy it! 🤓 #HigherEd #DataDrivenTeaching #LearningAnalytics
📊 4 Ways Data Helps Educators Improve the Teaching and Learning Process 📈 In the dynamic landscape of Higher Education, analyzing data has become a powerful tool that helps educators create better-performing materials. As a data-driven platform, we share below 4 ways analyzing data helps educators improve the teaching and learning environment. 1️⃣ Content Performance: Identifying the content that resonates most with students allows educators to fine-tune teaching strategies to boost engagement and comprehension. It ranges from adjusting pace, incorporating multimedia, or using new resources. 2️⃣ Heightened Student Engagement: Understanding how students interact with materials facilitates the creation of engaging content and an environment where students are functional actors in their learning journey. 3️⃣ Spotting Struggling Students: Data reveals patterns that allow educators to find if students are keeping up with the course’s pace, enabling early and proactive mediation when necessary. Timely intervention can prevent academic issues from escalating. 4️⃣ Assessment Refinement: They give insights into the effectiveness of assessments, enabling educators to adjust their format, difficulty level, or structure aiming at a fair measure of student understanding. According to Pathways to College Network (https://lnkd.in/dWWtB_Sk), analyzing data also leads to collaborative work with other tutors, and school leaders can develop documented evidence of student learning, besides identifying areas of improvement. Aula’s own Engagement tab (https://lnkd.in/dpAkw8Kb) is ready to offer educators the insights needed to ensure they’re on the right track and to inspire change when necessary. What about you? How do you collect and employ data in your teaching? #HigherEd #DataDrivenTeaching #LearningAnalytics
Using Data to Improve Educational Outcomes
files.eric.ed.gov
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