Data Analysis Lab
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Programs & methods
Lab Group Differences in Decision Making: Iowa Gambling Task
This laboratory activity suite investigates group differences in ventromedial prefrontal cortex (VPC) function through comparative statistical analysis. Students complete the Iowa Gambling Task, a validated decision-making assessment that measures VPC function through final bank amount scores. The activity is structured in three parallel investigations examining VPC function across different categorical variables: biological sex (male vs. female), grade level (juniors vs. seniors), and pet prefe
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Lab Psychology Attention: Correlational Study of Caffeine and Vigilance
This is a hands-on correlational research activity where students investigate the relationship between caffeine consumption and attention/reaction time. Students begin by calculating their daily caffeine intake using an online calculator, then complete a standardized psychomotor vigilance task (PVT) that measures their reaction time and attention lapses. After collecting their own data, students gather similar data from nine classmates to create a larger dataset. They then perform a Pearson corr
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Lab Aggression: Exploring the Statistical Landscape of Hostile Behavior
Aggression Analytics: Exploring the Statistical Landscape of Hostile Behavior This high school psychology lab collection focuses on measuring and analyzing different aspects of aggression, hostility, and anger among students using standardized psychological assessment tools. Students complete the Buss-Perry Aggression Questionnaire to measure physical aggression, verbal aggression, hostility, and anger. They collect data from classmates, differentiated by sex, and then perform statistical anal
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Bio Guided Notes, Practice & Video Lesson | Mean, Median, Mode & Range
✨Make statistical analysis in AP Biology simple and meaningful with this guided notes, practice, and video lesson resource on Mean, Median, Mode, and Range (MMMR). Perfect for building student confidence with data interpretation, this resource combines structured guided notes, ready-to-use practice problems, and a teaching video lesson that reinforces key concepts. Students will see exactly how to calculate and apply MMMR in the context of AP Biology experiments, preparing them for both lab wo
9th - 12th
Biology, General Science, Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
Lab Student-Led Exploration of Psychopathy Traits and Gender Differences
Mapping the Dark Triad: Student-Led Exploration of Psychopathy Traits and Gender Differences Psychopathy Assessment Lab: Data Collection and Analysis This high school psychology lab activity engages students in exploring psychopathy traits within their peer group through empirical data collection and analysis. Students begin by taking the Levenson Self-Report Psychopathy Scale (LSRP) online at openpsychometrics.org, which measures primary psychopathy (associated with callousness and manipula
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Kindergarten Weather Unit Science K-ESS2-1 - Journals, Charts, Graphs, and More
Make observing and tracking weather fun and educational with this Kindergarten Weather Graphs and Journals Unit! Perfect for daily science routines, this engaging resource helps young learners build foundational skills in weather observation, data collection, graphing, and analysis. It includes weather tally charts, graphing pages, monthly weather journal pages, and colorful monthly covers to keep students organized and motivated. This resource aligns with Kindergarten NGSS Science Standa
PreK - 1st
Balanced Literacy, Earth Sciences, Graphing
AP Biology Null Hypothesis Practice | Data Analysis & Exam Prep
✨Make the null hypothesis easy for your AP Biology students with this ready-to-use practice activity. Using real lab-style data, students learn how to write, test, and explain null hypotheses — skills that are essential for labs, data analysis, and the AP Biology exam. ✅This resource is completely no-prep: you’ll get a student handout, a guided answer key, and even a video lesson to support instruction. Perfect for review, sub days, or pairing with AP Biology labs. ⏰Save time while helping
9th - 12th
Biology, General Science, Statistics
CCSS, NGSS
RST.11-12.7
, RST.11-12.9
, WHST.11-12.1
+2
Also included in: AP Biology Statistics Bundle | SD, SEM, Error Bars & Graphing Practice
Magnet Strength vs. Distance: Hands-On STEM Investigation
(ENGLISH)Grades 4th-6thMagnet Strength vs. Distance: Hands-On STEM Investigation(Science + Math Integration)OverviewBring the invisible power of magnetism to life! In this integrated STEM unit, students explore how distance affects magnetic strength while applying real-world math skills. Through hands-on experiments, data analysis, graphing, and Claim-Evidence-Reasoning (CER) writing, learners see science, math, and engineering come together in one engaging project. Why Teachers Love It✔
4th - 6th
Engineering, Graphing, Informational Text
Chi-Square Tests No-Prep Mini Unit | Guided Notes, M&M Activity & Assignment
Make chi-square testing meaningful and fun with this complete, no-prep mini unit—perfect for IB Math, AP Statistics, or any high school stats class! This bundle includes guided notes, a hands-on M&M chi-square activity, and an additional practice assignment that covers both goodness of fit and test for independence. From understanding expected frequencies and degrees of freedom to interpreting real-world data using candy, students will explore the power of categorical data analysis throug
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-IC.A.2
, HSS-IC.B.4
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