Higher Education Programs Statistics Resources for Microsoft Word
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AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
🎓 AP Macroeconomics FRQ BUNDLE (1–10) Title:AP Macroeconomics | 10 No-Prep FRQs | Complete Exam Practice Bundle | Full Product Description:Overview: This 10-FRQ AP Macroeconomics Bundle provides a complete, no-prep set of exam-style Free Response Questions designed to mirror the rigor, structure, and style of the official College Board exam. Each FRQ includes real data excerpts, authentic visuals, guiding questions, rubrics, and answer checklists — all formatted for instant classroom use
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
🔥 AP Microeconomics FRQ Complete Bundle 🎨 TitleAP Microeconomics | Complete 10 FRQs | No Prep Free Response Bundle | AP Exam Practice | K-12 Full Product DescriptionMaster every major unit of AP Microeconomics with this Complete 10 FRQ Bundle — an all-inclusive, No Prep classroom and exam-practice resource built for high-school and AP-level economics instruction. Each FRQ features authentic prompts, multi-stimulus data sets, excerpts from economic theory, and government or research-base
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
AP Statistics--Select the correct inference procedure: Easter Egg Hunt Activity
✨✨✨❗️❗️❗️ The product is updated! There was a tiny mistake on the flow chart, the number 1 and 2 were flipped. Struggling to help students choose the correct inference procedure? You’re not alone — this is one of the most challenging topics in AP Statistics! This Inference Egg Hunt Activity transforms review into an interactive, movement-based experience that helps students build confidence while having fun. Students will move around the room, analyze real AP-style scenarios, and determine the
10th - 12th, Adult Education, Higher Education
Statistics
CCSS
HSS-IC.A.1
, HSS-IC.B.4
AP Psychology Statistics Practice with Harry Potter (Houses of Hogwarts)
Have your students figure out which house had the best AP Psychology test scores by using the central measures of tendency. Great group activity in reviewing Unit 0 and Statistics!
9th - 12th, Adult Education, Higher Education
Psychology, School Psychology, Statistics
Video Guided Mean, Median, Mode, Standard dev., Variance, IQR, & Variables
This video-guided review walks students through calculations for mean, median, mode, standard deviation, variance, and interquartile range (IQR). It also includes a foundational review of quantitative vs. qualitative variables, independent vs. dependent variables, and variable types, including interval, ratio, continuous, and discrete variables. Videos are from Youtube (no Youtube subscription required to view), all video links are provided.
8th - 12th, Adult Education, Higher Education
General Science, Other (Math), Statistics
TED Talk: How many ways can you arrange a deck of cards?- Yannay Khaikin
This high school resource explores permutations and factorials through the example of a shuffled deck of cards. Students analyze large numbers, probability, and mathematical reasoning. Best for: Math, Statistics, Probability Includes • 20 discussion and comprehension questions • Analytical essay prompt • Structured essay with paragraph guidance and sentence starters • Classroom debate activity • Critical thinking discussion questions Grades: 9–12, College, Adult Ed | Print-and-go
9th - 12th, Adult Education, Higher Education
Applied Math, Other (Math), Statistics
TED Talk: How to spot a misleading graph- Lea Gaslowitz
This TED-Ed companion resource teaches students how graphs can mislead, exaggerate, or manipulate data despite appearing objective. Students explore common techniques such as scale distortion, cherry picking, missing context, and selective framing through real-world examples from advertising, politics, and science. The resource emphasizes critical thinking and data literacy skills essential for navigating modern media. Includes 20 high school/college-level discussion questions, an expanded, ev
9th - 12th, Adult Education, Higher Education
Other (Math), Other (Social Studies), Statistics
TED Talk: Should you trust unanimous decisions?- Derek Abbott
This resource explores the paradox of unanimity, examining why perfect agreement can sometimes signal error rather than truth. Students analyze uncertainty, systemic bias, and real-world examples through discussion, writing, and debate. Includes: 20 high school/college-level discussion questionsEvidence-based essay promptStructured essay prompt with paragraph guidance and sentence startersDebate with Position A, Position B, and class discussion startersIdeal for psychology, statistics, criminal
9th - 12th, Adult Education, Higher Education
Criminal Justice - Law, Psychology, Statistics
TED Talk: The psychology behind irrational decisions- Sara Garofalo
This resource explores heuristics and cognitive bias, examining why humans fear loss, misjudge probability, and rely on intuition. Students analyze psychological research, real-world examples, and decision-making errors through discussion, writing, and debate. Includes: 20 high school/college-level discussion questionsEvidence-based essay promptStructured essay prompt with paragraph guidance and sentence startersDebate with Position A, Position B, and class discussion startersIdeal for psycholo
9th - 12th, Adult Education, Higher Education
Economics , Psychology, Statistics
IB SEHS: Standard Deviation in Athletic Performance
This assignment helps students understand the math behind the formula for Standard Deviation. They will practice calculating it by hand and then at the end learn how to use Google Sheets to calculate it. They will use learn how and why standard deviation is used. There is a how to guide of calculations and using google sheets.
11th - 12th, Higher Education
General Science, Statistics
CCSS
HSS-IC.A.1
, HSS-IC.B.4
AP Macroeconomics | No Prep FRQs | Phillips Curve |
FRQ 7: Phillips Curve & Inflation–Unemployment TradeoffTitle:AP Macroeconomics | Phillips Curve | No-Prep FRQ | Description: Overview: Students analyze short-run and long-run Phillips Curves, stagflation, and inflation expectations using graph-based reasoning and real Fed statements. How It Can Be Used: 📊 Graph interpretation exercise 🧠 Policy debate on inflation vs. jobs 📘 AP-style exam prep Why Teachers & Students Love It: 📉 Real data, simple visuals 🧾 No-prep guided analysis ⚖️ Con
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Macroeconomics | No Prep FRQs | GDP, Unemployment & Inflation |
FRQ 2: Measuring Economic Performance – GDP, Unemployment, and InflationTitle:AP Macroeconomics | GDP, Unemployment & Inflation | No-Prep FRQ | Description: Overview: Students interpret BEA and BLS data to connect GDP, unemployment, and inflation. They evaluate how each measure reflects national performance and explore the limits of relying on any single metric. How It Can Be Used: 📊 Data analysis activity in macro units 🧮 Exam prep for Unit 2 performance measures 📈 In-class review of key
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Microeconomics | No Prep FRQs | Production & Cost Analysis |
FRQ #3 | Production and Cost AnalysisTitleAP Microeconomics | Production & Cost Analysis | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents connect inputs to outputs and translate cost language into firm decisions. They distinguish fixed vs variable costs | apply marginal analysis | identify diminishing returns | and reason from short run constraints to long run flexibility. ✏️ How It Can Be Used• Station activity comparing cost measures • Exit ticket on MC and ATC relationshi
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
Titanic two-way contingency tables to determine dependency
Given two 2-way contingency tables, students calculate contingency percentages after completing 2-way tables involving Titanic survival stats and then Eczema cream effectiveness. By comparing percentages, it can be determined whether or not evidence for DEPENDENCE between two variables can be suggested.
10th - 12th, Adult Education, Higher Education
Applied Math, Statistics
CCSS, NGSS
W.11-12.1
, W.11-12.1a
, HS-ESS3-1
AP Macroeconomics | No Prep FRQs | Economic Growth & Productivity |
FRQ 8: Economic Growth & ProductivityTitle:AP Macroeconomics | Economic Growth & Productivity | No-Prep FRQ | Description: Overview: Students explore the determinants of long-term growth — capital, human capital, and technology — using Solow-model excerpts and global GDP data. How It Can Be Used: 📈 Long-run growth analysis 🌍 Comparative country studies 📊 AP Unit 7 extension Why Teachers & Students Love It: 💡 Solow model excerpt included 📚 Global data table built in 🎯 Real-world conte
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Microeconomics | No Prep FRQs | Labor Markets & Wages |
FRQ #9 | Factor Markets | Labor, Wages, and Marginal ProductivityTitleAP Microeconomics | Labor Markets & Wages | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents derive the value of marginal product | select profit maximizing employment | explain wage differentials | and evaluate effects of a binding minimum wage with automation or hours adjustments. ✏️ How It Can Be Used• VMP calculation sprint from table data • Socratic discussion on education and wages using BLS • Quick w
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Microeconomics | No Prep FRQs | Monopoly & Price Discrimination |
FRQ #7 | Monopoly & Price DiscriminationTitleAP Microeconomics | Monopoly & Price Discrimination | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents analyze single firm pricing with market demand | identify MR equals MC output | locate welfare losses | and evaluate when discriminatory pricing can expand output and improve access. ✏️ How It Can Be Used• Case discussion on real pricing tiers • Policy debate using FTC excerpt • Practice interpreting MR and MC relationships ❤️ Why
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Macroeconomics | No Prep FRQs | Exchange Rates & Balance of Payments |
FRQ 9: Open Economy – Exchange Rates & Balance of PaymentsTitle:AP Macroeconomics | Exchange Rates & Balance of Payments | No-Prep FRQ | Description: Overview: Students analyze currency appreciation/depreciation, trade balances, and capital flows. IMF and FRED data provide authentic context for open-economy reasoning. How It Can Be Used: 💵 Open-economy review 🌎 Comparative trade study 📘 AP test practice Why Teachers & Students Love It: 🌍 Real IMF excerpts 📊 Built-in data tables 🧭 Ful
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Macroeconomics | No Prep FRQs | Fiscal Policy & Multiplier Effect |
FRQ 4: Fiscal Policy & the Multiplier EffectTitle:AP Macroeconomics | Fiscal Policy & Multiplier Effect | No-Prep FRQ | Description: Overview: Students calculate GDP changes using the multiplier formula and explore Keynesian stimulus theory. Excerpts from Keynes and modern CBO data bring policy debates to life. How It Can Be Used: 💵 Real-data quantitative FRQ 🧮 AP Unit 4 practice assessment 📚 Lecture reinforcement on fiscal tools Why Teachers & Students Love It: ✅ Real math practice 📊 H
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Macroeconomics | No Prep FRQs | Aggregate Demand & Aggregate Supply
FRQ 3: Aggregate Demand & Aggregate Supply – Short-Run and Long-Run EquilibriumTitle:AP Macroeconomics | Aggregate Demand & Supply | No-Prep FRQ | Description: Overview: This FRQ immerses students in AD-AS modeling. Learners identify short-run vs. long-run equilibria and policy paths back to full employment, using visual stimuli and data for reasoning. How It Can Be Used: 📈 Graph analysis lesson 🧩 Unit 3 equilibrium review 🧠 FRQ simulation or group workshop Why Teachers & Students Love It
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Macroeconomics | No Prep FRQs | Opportunity Cost & Comparative Advantage | |
FRQ 1: Basic Economic Concepts – Opportunity Cost & Comparative AdvantageTitle:AP Macroeconomics | Opportunity Cost & Comparative Advantage | No-Prep FRQ | Description: Overview: This FRQ challenges students to analyze how opportunity cost and comparative advantage shape international trade. Using Adam Smith’s original quote and real-world trade examples, learners apply theory to data-driven decisions about specialization and efficiency. How It Can Be Used: 🌎 As a class discussion starter on
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Macroeconomics | No Prep FRQs | Policy Mix & Stabilization |
FRQ 10: Policy Mix & Macroeconomic StabilizationTitle: AP Macroeconomics | Policy Mix & Stabilization | No-Prep FRQ | Description: Overview: Students evaluate how fiscal and monetary tools interact to stabilize inflation, employment, and growth. Real 2008-2009 data and policy testimony excerpts make this FRQ authentic and high-rigor. How It Can Be Used: 🏛️ Policy coordination simulation 🧠 Capstone exam review 📊 Discussion or group-based FRQ Why Teachers & Students Love It: ⚙️ Real-world c
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Microeconomics | No Prep FRQs | Market Failures & Externalities |
FRQ #10 | Market Failures & Externalities | Public Goods and Policy Solutions🎨 TitleAP Microeconomics | Market Failures & Externalities | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents define and diagnose externalities | compute socially efficient quantity from a PMC | SMC | MB table | design a Pigovian tax | evaluate cap and trade | and justify public provision for public goods. ✏️ How It Can Be Used• Data solve for efficient output as a warm up • Policy comparison chart
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Microeconomics | No Prep FRQs | Monopolistic Competition & Oligopoly |
FRQ #8 | Monopolistic Competition & Oligopoly | Product Differentiation & Game TheoryTitleAP Microeconomics | Monopolistic Competition & Oligopoly | No Prep FRQ | Full Product Description🧠 Overview & PurposeStudents evaluate product differentiation and long run zero profit in monopolistic competition | then shift to oligopoly interdependence using game theory | and distinguish tacit coordination from illegal collusion. ✏️ How It Can Be Used• Coffee market data walk | identify zero profit firm
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
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