Best Data Collection Methods Podcasts (2026)

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E37. Understanding the LRE: The Least Restrictive Environment Explained 18:10

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5h ago18:10

18:10

Stephanie breaks down LRE and why most of what we assume about placement is wrong. LRE isn’t about keeping students in general education or giving “less support.” It’s about creating the environment where each student can make real progress with the supports they need. In this episode, Stephanie covers: What LRE really means and why one-size-fits-a…

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EP36. 5 Misconceptions About Student Behavior 17:18

5d ago17:18

17:18

In this episode, Stephanie breaks down the top 5 misconceptions about student behavior and shows you how to respond in ways that actually work. You’ll learn why kids aren’t “just seeking attention,” why it’s not defiance, and why punishment alone won’t stop behavior. Stephanie shares simple, actionable strategies you can use immediately, from track…

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E35. End of the Year Pep Talk for Special Ed Teachers 10:23

9d ago10:23

10:23

If no one has told you lately, you’re doing the impossible every day. This episode of The Intentional IEP Podcast is a reminder of the incredible work special education teachers do. Whether you’re navigating IEPs, managing behaviors, or just figuring it all out as you go, this episode is for you. Special education teachers aren’t “just” teachers. Y…

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E34. Breaking Down Student Self Advocacy 17:18

15d ago17:18

17:18

What if the most powerful thing a student learned wasn’t academic but how to speak up for themselves? In this episode of The Intentional IEP Podcast, Stephanie explores what self-advocacy looks like in practice and how it can be taught at every age. Self-advocacy is a skill that helps students understand their needs, know their rights, and take act…

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The Year-End Data Debrief from Survey & Beyond 21:42

18d ago21:42

21:42

Data collection, impact measurement, and survey research are often described as complex, expensive, or impossible to get right, especially at scale. In this special December compilation episode of Survey & Beyond: The Data Collection Podcast, we revisit some of the most thought-provoking conversations from across the year, bringing together researc…

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MINDFULNESS: Dr Nichola's Second Opinion 12:14

19d ago12:14

12:14

This week on Dr Nichola's Second opinion we open our eyes to the fascinating science of mindfulness and its impact on aging. Discover how your thoughts, emotions, and mindset can influence your biological age—right down to the cellular level. Dr. Nic explains how stress and positivity affect inflammation, telomeres, and cognitive health, and answer…

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Tim Spector - Will the gutfather’s biological age reflect his principles on eating well? 51:51

29d ago51:51

51:51

There’s a new take on things for this episode as Katherine welcomes Tim Spector onto the podcast – the first guest who is no stranger to the Glycanage blood test. Tim has been tracking his biological age for several years, so there is more data to discuss with Dr Nichola, as they delve into how his internal age has changed over time and the various…

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E33. Choosing the Right Accommodations + Modifications with Tim 31:41

23d ago31:41

31:41

Choosing the right accommodations and modifications can feel overwhelming, but they are essential for student access and meaningful participation. In this episode of The Intentional IEP Podcast, pulled from our members-only vault, Stephanie and guest Tim explain how to identify, locate, and select the most effective supports and connect them to the…

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COSMETIC PROCEDURES & BIOHACKING: Dr Nichola's Second Opinion 12:30

1M ago12:30

12:30

In this bonus episode, our resident scientist Dr. Nicola dives beneath the surface of cosmetic procedures to explore how modern treatments are evolving—from masking aging to actually targeting it at the cellular level. Discover the science behind biohacking, fillers, skin boosters, and polynucleotides (yes, the “salmon sperm facial”) We'll hear how…

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Katie Piper - Her life changed at 24, now she’s 42. Which number will her biological age be closest to? 52:40

1M ago52:40

52:40

Katie Piper spent the second half of her twenties recovering from a violent acid attack, and coming to terms with how her life had permanently changed. Nearly two decades on, her life couldn’t be more different. In this wide-ranging conversation, Katie and Katherine cover being a wayward teenagers and how attitudes to alcohol change as you age, the…

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E32. 7 Ways to Be More Inclusive in the Classroom 26:58

1M ago26:58

26:58

What if inclusion does not start with a schedule or a seating chart but with your next small decision? In this episode of The Intentional IEP Podcast, Stephanie explores what real inclusion looks like and how it can be practiced every day. Inclusion is a mindset and a series of intentional choices that help every student feel seen, supported, and a…

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HORMONES: Dr Nichola's Second Opinion 14:21

1M ago14:21

14:21

In this bonus episode of Dr. Nichola’s Second Opinion, Dr. Nichola Conlon gets into the science behind the hormonal shifts that come with aging, especially during perimenopause and menopause. She'll explain how hormones like oestrogen and progesterone impact everything from mood and sleep to skin and bone health, and why menopause isn’t just a symp…

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1_Overview (Video) 32:58

1M ago32:58

32:58

This episode provides a comprehensive introduction to statistical concepts and how they relate to social science research. Professor Fulton discusses the course objectives which include teaching listeners to gather, describe, analyze, and interpret data. The episode highlights the selection of an intuitive textbook designed to make the learning pro…

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2_Collecting Data and Sampling (Video) 44:42

1M ago44:42

44:42

In this episode of "Collecting Data and Sampling," the complexities of sampling in research are explored, drawing an intriguing parallel to casual weekend trips to Costco for free samples. This analogy sets the stage for a deeper discussion on the statistical methods and challenges involved in sampling populations for research purposes. The intrica…

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1_Overview 32:58

1M ago32:58

32:58

This episode provides a comprehensive introduction to statistical concepts and how they relate to social science research. Professor Fulton discusses the course objectives which include teaching listeners to gather, describe, analyze, and interpret data. The episode highlights the selection of an intuitive textbook designed to make the learning pro…

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2_Collecting Data and Sampling 44:42

1M ago44:42

44:42

In this episode of "Collecting Data and Sampling," the complexities of sampling in research are explored, drawing an intriguing parallel to casual weekend trips to Costco for free samples. This analogy sets the stage for a deeper discussion on the statistical methods and challenges involved in sampling populations for research purposes. The intrica…

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3_Experiments and Observations 55:46

1M ago55:46

55:46

Dive into the intriguing world of social statistics with our latest podcast episode, "Experiments and Observations," where we unravel how variables from the General Social Survey (GSS) can shape our understanding of societal behaviors and beliefs. Join our hosts as they explore fascinating variables such as LAW1, which probes experiences with robbe…

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4_Variables 50:59

1M ago50:59

50:59

In this episode of the podcast titled "Variables," we delve into the intriguing world of statistics and sociology, exploring how different variables can profoundly influence our understanding of societal trends and behaviors. The discussion kicks off by examining the relationship between air pollution and the proportion of paved versus grassy groun…

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5_Distributions and Relationships 43:46

1M ago43:46

43:46

In this insightful episode of "Distributions and Relationships," listeners are guided through essential statistical concepts crucial for academic assessments and research. The discussion emphasizes the importance of precisely addressing questions as posed in assignments and exams, stressing that exceeding or misinterpreting questions can detract fr…

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6_Confidence Intervals (Part 1 of 2) 49:09

1M ago49:09

49:09

Join us for the opening episode of our two-part series on "Confidence Intervals" in this enlightening podcast episode. We explore the fundamental concepts of statistical inference, using real-life examples like the correlation between smoking and health to illustrate negative correlations in data analysis. This episode provides a thorough explanati…

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7_Confidence Intervals (Part 2 of 2) 44:20

1M ago44:20

44:20

In this episode of our podcast, we delve deeper into the concept of “Confidence Intervals,” focusing on how statistical inference can help us estimate population parameters based on sample data. Building on the foundation laid in part one, we explore the roles of population parameters like mean and proportion, and how they can be estimated using sa…

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8_Hypothesis Testing (Part 1 of 3) 40:58

1M ago40:58

40:58

Welcome to the first episode of our three-part series on “Hypothesis Testing”. This episode dives into the complexities of hypothesis testing, an essential aspect of statistical analysis, through a live classroom setting. We witness a dynamic teaching session where students engage with challenging concepts like hypothesis formulation, sample statis…

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9_Hypothesis Testing (Part 2 of 3) 40:44

1M ago40:44

40:44

In this enlightening episode of our educational podcast, we continue our exploration into the fundamental aspects of statistics with the second segment in our three-part series on "Hypothesis Testing." Our host expertly navigates through the complexities of hypothesis testing in statistics, focusing on the essential question: What is the probabilit…

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10_Hypothesis Testing (Part 3 of 3) 34:59

1M ago34:59

34:59

In this engaging final episode of our three-part series on “Hypothesis Testing,” we delve into the intricate world of statistical significance, sample sizes, and hypothesis testing errors. Our host, alongside guest statisticians, breaks down complex concepts into understandable segments, focusing on how different sample statistics like means and pr…

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11_Review #1 34:46

1M ago34:46

34:46

In this episode, Professor Fulton begins by clarifying the key elements that define a distribution: shape, center, and spread. Highlighting how these elements can significantly inform our understanding of data without delving into complex numerical details, the discussion progresses to more specific statistical methods, such as random sampling and …

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12_Normal Distributions 45:25

1M ago45:25

45:25

In this episode of our podcast, we delve into the essentials of "Normal Distributions," a fundamental concept in statistics that influences various aspects of data analysis. We start by discussing the performance on a recent exam, highlighting how understanding early lessons forms the foundation for more complex topics. The focus then shifts to qua…

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13_Inference for Categorical Variables (Part 1 of 2) 41:17

1M ago41:17

41:17

In this enlightening first episode of our two-part series on "Inference for Categorical Variables," we delve into essential statistical methods for analyzing categorical data. This discussion centers on foundational concepts such as sample statistics, standard errors, significance levels, and their pivotal roles in hypothesis testing. Through pract…

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14_Inference for Categorical Variables (Part 2 of 2) 38:45

1M ago38:45

38:45

In the concluding segment of our series on “Inference for Categorical Variables”, we delve into the intricate details of statistical analysis with a focus on correlation and differences in proportions. This episode is packed with valuable insights for anyone keen on deciphering how to interpret correlation values, particularly their direction, magn…

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15_Inference for Quantitative Variables (Part 1 of 2) 45:01

1M ago45:01

45:01

In this episode, titled "Inference for Quantitative Variables," we embark on the first segment of a two-part series dedicated to demystifying statistical analysis. Our discussion dives into hypothesis testing and confidence intervals through a practical examination of the General Social Survey (GSS) data. We focus on comparing educational achieveme…

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16_Inference for Quantitative Variables (Part 2 of 2) 38:31

1M ago38:31

38:31

In the concluding segment of our two-part series on “Inference for Quantitative Variables”, this episode dives into the finer details of the normal distribution. Building on our exploration of sample means, we shift our attention to differences in means and correlations. The discussion methodically unpacks the calculation of standard error when com…

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17_Chi Square Tests 40:01

1M ago40:01

40:01

In this episode of the podcast, we delve into the world of statistics with a detailed discussion on “Chi Square Tests”. Our conversation begins by exploring how categorical variables like happiness can be quantitatively analyzed through statistical methods. We discuss the concept of ordered categorical variables, using happiness as a case study to …

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18_Understanding ANOVA: Exploring Variance Analysis in Statistical Inference 40:16

1M ago40:16

40:16

In this episode of our podcast, we delve into the intricate world of “ANOVA (Analysis of Variance),” a cornerstone statistical method used for discerning differences between group means across multiple categories. Our expert demystifies the math behind comparing variances within and between groups, offering a step-by-step explanation that caters to…

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19_Multiple Comparisons: Delving Deeper with ANOVA 31:47

1M ago31:47

31:47

Dive into the intricacies of statistical analysis in this episode of "Multiple Comparisons," where we explore the process of ANOVA (Analysis of Variance) and its application to multiple comparisons in academic fields. Following our previous discussion on ANOVA basics, today we focus on identifying specific group differences after establishing that …

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20_Simple Linear Regression (Part 1 of 2) 52:05

1M ago52:05

52:05

In this episode of our podcast, we delve into the essentials of “Simple Linear Regression,” a cornerstone analytical technique in both statistics and sociology. In this episode our focus is on understanding and applying mathematical models to predict outcomes based on given data. Today, we're specifically tackling the linear model, which assumes a …

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21_Simple Linear Regression (Part 2 of 2) 44:43

1M ago44:43

44:43

In this concluding episode of our two-part series on “Simple Linear Regression,” we dive deeper into the intricacies of building and interpreting linear regression models. As the final lecture before the exam, our host emphasizes the importance of proper interpretation of regression results, distinguishing between sample and population models, and …

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22_Review #2 29:48

1M ago29:48

29:48

In this episode, Professor Fulton reviews the statistical methods of calculating confidence intervals and hypothesis tests, exploring the vital role of the standard error in these processes. As we break down complex statistical terms and methods, we also introduce three different techniques for estimating standard error, including bootstrap simulat…

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23_Multiple Regression (Part 1 of 2) 33:16

1M ago33:16

33:16

Dive deep into the world of statistical analysis with this enlightening episode of our educational podcast, where we explore the intricacies of “Multiple Regression.” Building on our previous discussions on simple linear regression, this episode delves into scenarios involving multiple predictors to understand complex relationships between variable…

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24_Multiple Regression (Part 2 of 2) 38:10

1M ago38:10

38:10

In the concluding part of our two-part series on “Multiple Regression,” we dive deep into the practical challenges of applying statistical theories to social research. This episode focuses on the intricacies of constructing hypotheses, selecting variables, and the importance of a solid theoretical foundation. Listeners will gain insights into the s…

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Sandro Farmhouse – will the Bake off’s star’s biological age be another show stopper or a wet sponge? 52:15

1M ago52:15

52:15

He didn’t win the final but Sandro Farmhouse was the star of The Bake Off 2022. He takes Katherine behind the scenes and reveals it’s not all sprinkles and icing on the show and tells her the lengths he went to, to get in that infamous tent. He’s made cakes for Little Mix, Katherine and hiss show-stopper for Stormzy brought him lots of new follower…

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E31. Making Data Driven Decisions 23:06

1M ago23:06

23:06

If your IEP binder is full but you’re still unsure whether your students are actually making progress, this episode is for you. Stephanie dives into the part of the IEP process that’s often ignored: analyzing data. Not just collecting it, but actually using it to guide your next steps. You’ll get a clear, step-by-step system for turning raw data in…

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SUPPLEMENTS & BIOHACKING: Dr Nichola's Second Opinion 14:56

2M ago14:56

14:56

In this bonus episode Dr. Nichola Conlon explores the booming world of supplements and biohacking. Are they truly the secret to slowing aging—or just social media hype? From red light therapy and cold plunges to NAD boosters and collagen powders, Dr. Nic breaks down what’s backed by science and what might be just draining your wallet. She'll answer…

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S5E1: Moving is Disruptive Part 2: Electric Boogaloo 1:03:39

2M ago1:03:39

1:03:39

No, you’re not having deja vu. It’s a different kind of two part episode, one that is two and a half years in the making. Sara has moved to a new institution! And just to one up Jess, she has also moved to a new country! Listen to hear her talk about what it’s like to move institutions as a (ahem) senior professor. What kinds of things do you have …

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Rosie Jones – She plays hard and works even harder. Will she be older or younger than her 35 years? 57:00

2M ago57:00

57:00

Having spent her twenties feeling she was both too much and not enough, at 35 Rosie Jones is happy with her age. She talks about growing up with cerebral palsy and how her parents never made her feel any different - but how it did take her until 4 to get off her arse and start walking! She’s making up for it now – a successful writer, stand up and …

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E30. Documenting Student Need in the IEP 23:37

2M ago23:37

23:37

In this episode, Stephanie sits down with Cortnie to dive into documenting student needs in the IEP. Pulled straight from The Intentional IEP membership, this conversation breaks down how to identify a child’s specific needs and document them in a way that’s clear, meaningful, and actionable. Stephanie and Cortnie use real, concrete examples to wal…

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Three Non-Sampling Errors that Impact Data Quality–And How to Fix Them 14:13

2M ago14:13

14:13

In this episode of Survey & Beyond: The Data Collection Podcast, host Marta Costa goes solo to break down three critical non-sampling survey errors — enumerator effects, nonresponse errors, and response errors — while providing practical, actionable solutions for each. If you enjoyed this episode, make sure to subscribe, rate, and review on Apple P…

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GUT HEALTH: Dr Nichola's Second Opinion 13:18

2M ago13:18

13:18

In this episode of Dr. Nichola’s Second Opinion, everyone's favourite scientist dives deep into one of the hottest topics in longevity science: gut health. From understanding what your microbiome is to exploring its powerful influence on aging, inflammation, mental clarity, and even skin health, this episode is packed with science-backed insights a…

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Katherine Ryan - What’s the host’s age again? 46:59

2M ago46:59

46:59

In Season One, Katherine Ryan’s age came in at 77 years – the oldest on the series. She’s bravely taken another test to find out what impact pregnancy had on her biological age and all will be revealed in this episode. Katherine lives with the auto-immune condition Lupus and is joined by Dr Chris Wincup, a consultant rheumatologist at King’s Colleg…

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E29. The Different Types of IEP Data Explained 19:37

2M ago19:37

19:37

Ever feel like you’re collecting a lot of data but not sure if it’s actually useful? You’re not alone. Many special education teachers, service providers, and IEP team members struggle with understanding which data matters most and how to use it effectively. In this episode, we break down the ten types of data you should know. You’ll learn what eac…

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DRUGS & ALCOHOL: Dr Nichola's Second Opinion 13:10

2M ago13:10

13:10

In this eye-opening bonus episode Dr. Nichola explores the impact of drugs and alcohol on your body's age. From the cellular stress caused by stimulants to the long-term effects of alcohol on our DNA, Dr. Nic breaks down the science behind how our party habits can fast-track our biological age. Help is at hand as she offers practical advice on how …

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Sara Pascoe - how will plants, performing and parenting play out in Sara’s biological age? 1:02:01

2M ago1:02:01

1:02:01

With two young boys, who fight and bite, a dog and a busy career, Sara Pascoe says at the age of 44 she finally knows what stress feels like. She came to motherhood late and conceived via IVF. She thinks talking openly about the process will remove any shame and tells Katherine, in detail, what happened to her and her body. They discuss how an agei…