
Advertise on podcast: Data Lit
Rating
5from
This podcast has
104 episodes
Language
EnglishPublisher
Data, Research, and AccountabilityExplicit
No
Date created
2020/06/12
Latest episode
2026/10/19
Average duration
27 min.
Release period
22 days
Description
Teachers are inundated with data, but none of those numbers will help if they're not paired with some accessible and informative data literacy training. This podcast seeks to empower teachers with the skills they'll need to turn the data given to them into powerful instructional practices. Recorded by educators within Wake County Public School System's Data, Research, and Accountability Department in Raleigh, NC. Learn more about the show as well as access data and assessment literacy resources at www.wcpss.net/datalit
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Check latest episodes from Data Lit podcast
Building a Strong Foundation with the Office of Early Learning
2026/10/19
In this episode of Data Lit, we sit down with Kiley Brown - Senior Director in the district’s Office of Early Learning. During our time together, she takes us behind the scenes to share how her team balances quantitative and qualitative data across three distinct branches to support robust Pre-K programming. We dive into how data guides community reach, measures real program impact, and empowers her team to advocate for the vital importance of early learning. Tune in for an inspiring conversation on how a strong foundation and smart data usage can shape success for our youngest scholars from day one.
Resources:
WCPSS’ Pre-K & Early Childhood webpage
Project Enlightenment
Early Learning Center at Memory Road
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Ballentine Elementary School’s Eva Ziegler
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
Rethinking Daily Feedback with Formative Assessment
2026/10/05
Formative assessment is so much more than a digital tool or an end-of-lesson quiz. It is a continuous verb that fuels daily classroom instruction. In this episode, we connect little "a" assessment directly to cognitive science and how the brain actually processes new learning. We step away from heavy tech platforms to walk you through the three-stage lesson cycle across the before, during, and after phases, showing how quick, real-time checks can guide learning without increasing your workload. Tune in as we share practical, low-prep ideas you can use in your classroom tomorrow.
Research & resources from the episode:
#FormativeTech: Meaningful, Sustainable & Scalable Formative Assessment with Technology by Monica Burns
Data Lit series on Assessment Types
Edutopia: 13 Super-Quick Formative Assessments
NWEA: 27 easy formative assessment strategies for gathering evidence of student learning
Data Lit series on Assessment Methods
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Enloe High School’s Andre Killian
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Reclaiming Accountability: Shifting from Judgement to True School Improvement
2026/09/21
Imagine a famous food critic came into your kitchen, tasted your dish, gave you a score, and left. That rating would tell you where you stand, but it would do nothing to help you grow as a chef. In this episode of Data Lit, we dive into the Center for Assessment’s report titled: Reclaiming Accountability to unpack why traditional school rating systems fall into this exact same trap. We break down the faulty assumptions that reduce data to simple labels and highlight the perspective shifts needed to drive real teaching and learning. Tune in to discover how we can shift our mindset from post-mortem measurement to continuous, meaningful improvement.
Research & resources from the episode:
Center for Assessment: Reclaiming Accountability: From Measurement and Labeling to Learning and Improvement
Center for Assessment: Strengthening Ties Between Accountability and School Improvement
Center for Assessment: Strengthening Ties Between Accountability and School Improvement
School Reform from the Inside Out by Richard Elmore
WCPSS’ School Progress Reports
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Enloe High School’s Andre Killian
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
From Vision to Impact with Chief of Academic Advancement Dr. Mellotta Hill
2026/09/08
Dr. Mellotta Hill, WCPSS' Chief of Academic Advancement, joins the podcast to share how she, as a district leader, bridges the gap between instructional vision and real classroom impact. Drawing from over 33 years of experience as a teacher, principal, and district leader, Dr. Hill shares insights into how her teams support the attendance, academics, and behavior of our young scholars while ensuring every effort is measured for meaningful success. Dr. Hill also redefines accountability as a tool for ownership and alignment, explaining how she keeps every initiative grounded in her core mantra: shaping the future one child at a time.
For more on WCPSS’ Learning Model, click here.
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Enloe High School’s Andre Killian
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
Digging Deeper in Season Seven of Data Lit
2026/08/24
We have returned for season seven of Data Lit! We're looking forward to interviewing experts, reviewing research, and investigating assessments. Tune in to this introductory episode to learn what's in store this school-year for Data Lit!
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Enloe High School’s Andre Killian
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
Looking Back and Dreaming Big
2026/05/18
It’s a wrap on an incredible sixth season of Data Lit! In this final episode, we each revisit clips from powerful conversations and share key insights that resonate with us, as well as cast three big wishes for the future of data and assessment literacy. From reimagining the role of accountability to fostering deeper partnerships in data analysis, we explore our boldest visions for the road ahead. Join us as we celebrate the lessons learned this season and dream big about the possibilities for the future of education.
Theme music by Millbrook High School’s Tre’mond Ponton
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
Testing Across the USA
2026/04/29
What can we learn about assessments when we zoom out across states? In this episode of Data Lit, we spotlight four different systems: California, Mississippi, Rhode Island, and Hawaii, to break down what’s tested, how it’s structured, and what makes each approach stand out. From testing formats to the nuances that make each state unique, we keep it real, practical, and easy to follow. Additionally, we each share one question we’re still wondering about, because understanding assessment systems isn’t just about finding answers: it’s about staying curious. If you’ve ever wanted a quick, engaging tour of how different states “do” assessment, this episode is for you.
Research & resources from the episode:
California Assessment of Student Performance and Progress (CAASPP) System
New Hampshire Statewide Assessment System
Mississippi Academic Assessment Program (MAAP)
Rhode Island Comprehensive Assessment System (RICAS)
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
The theme song by Green Hope High School’s Lukas Brandon
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
The value of perception data with Principal Juley Sexton
2026/04/20
In our last episode, we explored why perception data is the "missing link" in school improvement. Today, we move from theory to the front lines of leadership, as we are joined by Juley Sexton, principal of A.B. Combs Magnet Elementary. As a leader who doesn't just collect data, but intentionally builds her school’s growth around it, Principal. Sexton shares her honest perspective on the challenge to get everyone to the table and the creative ways she ensures that even the quietest voices are heard. This episode is about how to make every piece of feedback count toward a better school environment.
Research & resources from the episode:
WakeConnect Student Engagement Survey post (for WCPSS staff) WCPSS post on Family Survey WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Millbrook High School’s Tre’mond Ponton
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected], Research, and Accountability department for the Wake County Public School System
Using Perception Data to Unlock the Human Side of School
2026/04/06
While test scores and attendance rates tell us what is happening in our buildings, they rarely tell us why. In this episode of Data Lit, we explore how to unlock the "human side" of school data by effectively gathering and using perception data. Join us as we break down the essential framework for moving beyond "just another survey" to creating a culture of authentic feedback. So, whether you are a classroom teacher, a school principal, or a district leader, this episode provides a six-step roadmap to ensure every voice in your school community is not just heard, but more importantly, every voice is valued.
Research & resources from the episode:
Victoria Bernhard - Multiple Measures of Data
Data Lit Episode on Multiple Measures
WakeConnect Student Engagement Survey post (for WCPSS staff)
Best Practices for Developing Surveys FOURcast
Edutopia - 6 Steps for Implementing Student Surveys
Edutopia - The Value of Soliciting Student Feedback
Center For Assessment - Using School and Classroom Climate Surveys to Improve Learning Environments
Harvard University - Tip Sheet on Question Wording
Educational Leadership - Don’t Just Gather Data, Use It
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
The theme song by Green Hope High School’s Lukas Brandon
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
It’s elementary, my dear listener: Investigating elementary school library policy
2026/03/23
What policies and practices would make our elementary school libraries more effective? That’s the question that led Elc Estrera from Data, Research, and Accountability to begin collaborating with Kendra Allen and Susan Bock from Library Media Services. It resulted in some informative and intriguing research, which we review in this episode. Tune in to learn about our libraries and pick up some strategies for conducting research.
This is a crossover episode with Work Smarter, Not Harder. Consider following their show on Spotify, Apple, or wherever you get your podcasts.
Theme music by Millbrook High School’s Tre’mond Ponton
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
Assessing the Head, Heart, and Hands of Civic Learning
2026/03/09
Is a student's understanding of civics best measured by a multiple-choice exam? In this episode of Data Lit, we examine this question by unpacking how we assess civic learning in educational spaces. Using a “Head, Heart, and Hands" framework for defining civics, we discuss how educators can use performance tasks, capstone projects, and rubrics to measure “unmeasurable" skills like civil discourse and community problem-solving. Tune in to learn how we can transform civic data from a simple score into a roadmap for active and informed citizenship.
Research & resources from the episode:
Center for Assessment: Assessing Civic Learning
Promoting K-12 Learning and Civic Engagement through Assessments
DRA’s Assessment Literacy Course
Validity and Reliability Video
Cult of Pedagogy: Meet the Single-Point Rubric
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Millbrook High School’s Tre’mond Ponton
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
Equitable Grading Principles to Ensure Precision and Fairness in Classrooms
2026/02/23
Why do identical assignments sometimes receive completely different grades? In this episode of Data Lit, we tackle the inequitable practice of mixing academic data with student compliance by drawing from the latest research in Culturally Responsive Assessment. From unconscious bias to unreliable scales, we explore how individual variation in teacher practices can skew student outcomes. We also learn how applying the five Principles of Equity can transform teachers’ gradebooks into a valid data tool that truly reflects student learning. Our hope is that listeners glean some tidbits that can help move their gradebook away from a record of compliance and toward an accurate reflection of mastery.
Research & resources from the episode:
Culturally Responsive Assessment in Classrooms and Large-Scale Contexts
Educational Leadership - From Grading to Guiding
Educational Leadership - Is That Grade Accurate?
Educational Leadership - Five Inconvenient Truths About How We Grade
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
The theme song by Green Hope High School’s Lukas Brandon
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected], Research, and Accountability department for the Wake County Public School System
Demystifying the BIMAS to Better Understand the Pulse of Your School
2026/02/09
Have you heard about the BIMAS and wondered why it matters for our schools? In this episode of Data Lit, we sit down with our district’s BIMAS Coordinator, Mary Whitehouse to understand the "why" and "how" behind the implementation, and then pivot to Gina Montague, Guidance Counselor at Bowling Road Elementary to see how that data translates into real-time support for students. Whether you’re looking at the big picture or the individual classroom, this episode will help you understand how our district uses behavior data to ensure no student falls through the cracks.
Research & resources from the episode:
WakeConnect Page for the BIMAS-2 (for WCPSS employees)
Putting Student Well-Being First: What we’ve learned from schools using the BIMAS [DRA Report]
WCPSS’ public page on behavior screeners
Edutopia’s Why Social and Emotional Learning is Essential for Students
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
Theme music by Millbrook High School’s Tre’mond Ponton
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
How an Area Superintendent uses data to improve schools just a smidge each day
2026/01/26
How does a district leader filter through countless data points to find what actually matters? In this episode of Data Lit, we’re joined by Area Superintendent Chris McCabe to discuss the intersection of leadership and data literacy. Mr. McCabe shares his personal journey in education and pulls back the curtain on how he identifies the most crucial data for school improvement. We also dive into a vital conversation on shifting the culture of accountability from a punitive "gotcha" to a powerful learning process for schools. Join us to learn about the future of data in our district and how leadership leverages this information “just a smidge” to support every school.
Research & resources from the episode:
Visible Learning: 250+ Influences on Student Learning
December 2025 Educational Leadership Magazine: The Power of Less in Schools
Victoria Bernhardt: Multiple Measures of Data
WCPSS staff can earn credit for listening to and reflecting on completed series. Learn more here.
The theme song by Green Hope High School’s Lukas Brandon
Hosts: Mellisa Smith and Spencer Ziegler
Contact us via our website or at [email protected]
Data, Research, and Accountability department for the Wake County Public School System
2025 Holiday Extravaganza!
2025/12/15
We’re sharing the gift of knowledge with our third annual Holiday Extravaganza! There's a twist to this year's festivities, as we compete against our sister-podcast Work Smarter Not Harder in a holiday data trivia contest hosted by our colleague Daniel Bunce. Play along as you listen to test your seasonal traditions knowledge against the participants from Data, Research, and Accountability!
Follow Work Smart Not Harder on Spotify, Apple, or wherever you get your podcasts.
Contact Data Lit via our website or at [email protected]
Podcast reviews
Read Data Lit podcast reviews
LaurenDev4 2024/01/12
Great resource for teachers!
There are some great things about being in a large school district, along with the bad. This is one of the great things. The holiday extravaganza epis...
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