PLANNING A SCIENCE FAIR PROJECT

Size: px
Start display at page:

Download "PLANNING A SCIENCE FAIR PROJECT"

Transcription

1 PLANNING A SCIENCE FAIR PROJECT Dr. Becky Gonda Outreach Coordinator Department of Biological Sciences University of Pittsburgh

2 WHAT WE LL COVER A Brief Experiment Selecting a Topic Planning Your Experiments Interpreting an Experiment 2

3 Why is yeast used in cooking? Single-cell Eukaryotes

4 Do yeast cells use sugar like our cells? Glucose Carbon Dioxide + Ethanol + Energy 4

5 Is sugar required for yeast respiration? 5

6 SELECTING A SCIENCE FAIR TOPIC What is Science? 6

7 Science is a body of knowledge about our natural world and how it works, CONTENT KNOWLEDGE a process of exploration and discovery, INQUIRY PROCESS the quest for solutions to human needs. SOCIAL CONTEXT 7

8 The Triad of Science A good Science Fair project will blend all three of these aspects of science! Inquiry Process How? Content Knowledge What? Social Context Why? 8

9 Pick a Science Fair Topic That is interesting to YOU. investigates something useful or relevant to YOU and others. YOU can investigate with available materials and know-how. Inquiry Process How? Content Knowledge What? Social Context Why? 9

10 Some Example Science Fair Topics 10

11 Habits of Scientific Thinking Skepticism Withhold decisions Open-Mindedness Consider all alternatives Rationalism Seek objective, empirical evidence Differentiate between fact and opinion 11

12 CONDUCTING RESEARCH: THE SCIENTIFIC METHOD Problem Hypotheses Experiments Predictions Results Conclusions

13 Scientific Method State the problem or question. List all hypothetical causes/solutions of the problem or answers to the question. Design an experiment to test one hypothesis. Predict results of the experiment. Conduct experiment and record observed results. Draw conclusions from the results. Source: Robert M. Pirsig, Zen and the Art of Motorcycle Maintenance. New York: Bantam; (Chapter 9) 13

14 Scientific Method Step 1: State the Problem Your project can focus on a question you wish to answer, Question: How does temperature affect enzyme activity? or a problem you wish to solve, Problem: How do I melt ice on my driveway in the most economical way? or a goal you wish to accomplish. Goal: To build a robot that scoops out the cat s litter box. 14

15 Scientific Method Step 2: Make Hypotheses Review what is already known about the subject. Each hypothesis is one possible explanation or prediction, based on pre-existing knowledge, that is testable. Think of as many plausible explanations as you can. Start by testing one! 15

16 Problem: Is sugar required for yeast to produce carbon dioxide gas? What is your hypothesis for this experiment? 16

17 Scientific Method Step 3: Design Experiments Design a controlled experiment to test the hypothesis. Designed to measure a single variable condition. Any pair of samples differs in only one way. Other environmental conditions are controlled. Everything else about any pair of samples is the same. See section on Experimental Variables. 17

18 Our Quick Experiment Yeast + Glucose Carbon Dioxide + Ethanol + Energy Is sugar required for gas production? Yeast + Sugar Yeast alone Sugar alone 20 ml warm water 1/2 tsp yeast 1/4 tsp sugar 20 ml warm water 1/2 tsp yeast 20 ml warm water 1/4 tsp sugar Mix ingredients together, and measure how much foam is produced in 1 minute 18

19 Scientific Method Step 4: Make Predictions Making predictions are important for conducting your experiments and analyzing the results Helps you have a sound project Format of a Prediction statement If (this idea is true)... And I (do this action)... Then (this result will occur). 19

20 Scientific Method Step 5: Obtain and Analyze Results Collect data through observation and measurement. Choose quantitative over qualitative measurements. Department of Biological Sciences Quantitative data can be analyzed graphically and statistically. Is variability associated with manipulated variable greater than variability due to chance or other variables? 20

21 Our Model Experiment Mix ingredients together and measure the amount of foam (CO 2 ) Is sugar required for gas production? 21

22 Our Model Experiment Yeast + Sugar Yeast alone Sugar alone 4ml 0ml 0ml 22

23 The Effect of Temperature on Enzyme Activity Volume of Bubbles (ml) Yeast + Sugar Yeast alone Sugar alone How can we be sure these results are accurate? 23

24 The effect of sugar on yeast carbon dioxide production: Trial 1 The effect of sugar on yeast carbon dioxide production: Trial 2 Volume of Bubbles (ml) Yeast + Sugar Yeast alone Sugar alone Volume of Bubbles (ml) Yeast + Sugar Yeast alone Sugar alone The effect of sugar on yeast carbon dioxide production: Trial 3 7 Repeat your experiments. Volume of Bubbles (ml) Yeast + Sugar Yeast alone Sugar alone 24

25 Scientific Method Step 6: Draw Conclusions Formulate conclusions based on the interpreted data. Department of Biological Sciences Identify if your hypothesis is consistent with the observed results. Conclusions are only as good as the data is accurate. Revise hypothesis, redesign experiment, and conduct further studies as necessary. 25

26 Do the results support the hypothesis? 8 The effect of sugar on yeast carbon dioxide production 7 6 Volume of Bubbles (ml) Yeast + Sugar Yeast alone Sugar alone 26

27 DESIGNING AN EXPERIMENT: EXPERIMENTAL VARIABLES Manipulated Variables Controlled Variables Responding Variables Uncontrolled Variables

28 Manipulated Variable Controlled Variable Responding Variable Uncontrolled Variable Independent variable -treatment that is changed or manipulated; Each sample is subjected to different conditions for the manipulated variable: treatment, amount, time, duration, etc.; cause Identical in all conditions; ruled out as affecting outcome Dependent variable -properties that are observed or measured; effect Factors which may impact experimental samples or subjects differently, resulting in effects that are not due to the manipulated variable. Ex. Experimental error, bias, environmental conditions 28

Hands-On Lab: Space Probes

Hands-On Lab: Space Probes Hands-On Lab: Space Probes Summary In this activity, students model conditions for life on other planets by testing the growth of yeast under a variety of environmental conditions in various plastic-cup

More information

Kansas Corn: Fermenting Fuel- Designing a Procedure for Fast Fermentation

Kansas Corn: Fermenting Fuel- Designing a Procedure for Fast Fermentation Kansas Corn: Fermenting Fuel- Designing a Procedure for Fast Fermentation This lab is made possible with the support and content contributions of the Kansas Corn Commission. Kansas Corn: Fermenting Fuel

More information

Lesson 3 Case Study: Biodiesel from Microalgae

Lesson 3 Case Study: Biodiesel from Microalgae Lesson 3 Case Study: Biodiesel from Microalgae Student Labs and Activities Page Content Vocabulary 39 Lesson Outline 40 Content Practice A 42 Content Practice B 43 Language Arts Support 44 School to Home

More information

NGSS correlations to Student Climate Data Learning Sequences.

NGSS correlations to Student Climate Data Learning Sequences. NGSS correlations to Student Climate Data Learning Sequences. How thoroughly the standard is addressed depends on the level of inquiry used with students. Student Climate Data & NGSS: High School Biomass

More information

AP Biology: Fermentation, Respiration, & Enzyme Specificity

AP Biology: Fermentation, Respiration, & Enzyme Specificity Name AP Biology: Fermentation, Respiration, & Enzyme Specificity Introduction: All living cells, including the cells in your body and the cells in yeast, need energy for cellular processes such as pumping

More information

Bemidji Area Schools

Bemidji Area Schools Strand 1. The Nature and Engineering Substrand 1. The Practice 1. is a way of knowing about the 7.1.1.1.1 Understand that prior expectations can create bias when conducting scientific investigations. For

More information

Kansas Corn: Fermentation in a Bag

Kansas Corn: Fermentation in a Bag Kansas Corn: This lab is made possible with the support and content contributions of the Kansas Corn Commission. Kansas Corn: rade Level: Middle School Overview Any educator electing to perform demonstrations

More information

Science Grade 6 SAMPLE ITEMS

Science Grade 6 SAMPLE ITEMS Science Grade 6 SAMPLE ITEMS Introduction The South Carolina State Department of Education provides districts and schools with tools to assist in delivering focused instruction aligned with the South Carolina

More information

BIOLOGY 1 SCIENCE AND ENGINEERING PRACTICES

BIOLOGY 1 SCIENCE AND ENGINEERING PRACTICES OVERVIEW The academic standards and performance indicators establish the practices and core content for all Biology courses in South Carolina high schools. The core ideas within the standards are not meant

More information

Chapter 3 Influence of Lean Startup

Chapter 3 Influence of Lean Startup Chapter 3 Influence of Lean Startup Three ideas useful in effective analysis of IT projects: 1. Customer development 2. Build-Measure-Learn 3. Metrics Customer development is helpful when we don t know

More information

INSTRUCTIONAL FOCUS DOCUMENT Grade 6 Science

INSTRUCTIONAL FOCUS DOCUMENT Grade 6 Science State Resources: None Identified IFD Legend Bold, italic black: Knowledge and Skills Statement (TEKS); Bold black: Student Expectation (TEKS) Bold, italic red: Student Expectation identified by TEA as

More information

Ecosystem in a Jar Experimenting with Growing Plants

Ecosystem in a Jar Experimenting with Growing Plants Experimenting with Growing Plants Authors: Kristin McCully, Ph.D. candidate and SCWIBLES Graduate Fellow, Ecology and Evolutionary Biology, University of California, Santa Cruz; Jack Horner, Integrated

More information

Lesson 2. BioMara gratefully acknowledges the following funders: Content Section-How do Algae grow?

Lesson 2. BioMara gratefully acknowledges the following funders: Content Section-How do Algae grow? Sunlight Lesson 2 Content Section-How do Algae grow? Algae and plants are like humans as they need food, nutrients and a good environment to grow and survive. Algae make their own energy or food from the

More information

Bean Machine, a Middle School Inquiry PCA. Bean Machine. Middle School Inquiry Powerful Classroom Assessment (PCA)

Bean Machine, a Middle School Inquiry PCA. Bean Machine. Middle School Inquiry Powerful Classroom Assessment (PCA) Bean Machine Middle School Inquiry Powerful Classroom Assessment (PCA) Published by the Science Learning Team of the Washington Office of the Superintendent of Public Instruction on January 2, 2009. Copyright

More information

DESIGNING A CONTROLLED EXPERIMENT

DESIGNING A CONTROLLED EXPERIMENT DESIGNING A CONTROLLED EXPERIMENT STEP 1: DEFINING THE PROBLEM Scientific Method Every scientific investigation begins with a question that the scientist wants to answer. The questions addressed by scientific

More information

It is not essential for students to conduct an investigation for every question they generate or generate questions based on prior investigations.

It is not essential for students to conduct an investigation for every question they generate or generate questions based on prior investigations. Scientific Inquiry 5-1 The student will demonstrate an understanding of scientific inquiry, including the foundations of technological design and the processes, skills, and mathematical thinking necessary

More information

A Guide to Connections between the GLOBE Program and the Next Generation Science Standards*

A Guide to Connections between the GLOBE Program and the Next Generation Science Standards* University of Northern Iowa UNI ScholarWorks Faculty Publications Iowa Academy of Science 2014 A to Connections between the Program and the Next Generation Science Standards* Iowa Academy of Science Marcene

More information

Fermentation Challenge

Fermentation Challenge Overview: Students will design their own experiment and collect data to investigate the ability of yeast to metabolize a variety of feedstocks originating from different carbohydrate sources. Teachers

More information

east bay biotechnology education project DNA Extraction Lab

east bay biotechnology education project DNA Extraction Lab 1 DNA Extraction Lab Basic Level Student Version Credits: Austin CC BioTechEd project; Donald Bell, OCCC project. DNA Extraction Lab A complete copy of DNA is found in every cell in any organism. In order

More information

Name: Date: Period: 1 wooden skewer 1 plastic baggie 5 ml of ethyl alcohol in a 10ml beaker 1 coffee filter 1 test tube

Name: Date: Period: 1 wooden skewer 1 plastic baggie 5 ml of ethyl alcohol in a 10ml beaker 1 coffee filter 1 test tube Name: Date: Period: First, you need to find something that contains DNA. Since DNA is the blueprint for life, everything living contains DNA. For this experiment, we like to use strawberries. But there

More information

4/19/2011. Chapter The Greenhouse Effect. 4.1 The Greenhouse Effect

4/19/2011. Chapter The Greenhouse Effect. 4.1 The Greenhouse Effect Chapter 4 Life in the Greenhouse Photosynthesis, Cellular Respiration, and Global Warming PowerPoint lecture prepared by Steve McCommas Southern Illinois State University Sunlight warms the surface of

More information

Teacher Preparation Notes for Alcoholic Fermentation in Yeast A Bioengineering Design Challenge 1

Teacher Preparation Notes for Alcoholic Fermentation in Yeast A Bioengineering Design Challenge 1 Teacher Preparation Notes for Alcoholic Fermentation in Yeast A Bioengineering Design Challenge 1 This multi-part minds-on, hands-on activity helps students to understand both alcoholic fermentation and

More information

Effect of Various Temperatures on Fermentation Rate of Yeast Meher Pandher

Effect of Various Temperatures on Fermentation Rate of Yeast Meher Pandher Effect of Various Temperatures on Fermentation Rate of Yeast Meher Pandher Design Question: How will different water bath temperatures affect the rate of fermentation in yeast? Rationale and Hypothesis:

More information

9/7/2016. What is Science? Science:

9/7/2016. What is Science? Science: Chapter 3 Critical Thinking: Science, Models, and Systems Guiding Questions we will discuss after What are the strengths/limitations of models? What happened to the Rapa Nui on Easter Island? From the

More information

Side-by-Side Comparison of the Texas Educational Knowledge and Skills (TEKS) and Louisiana Grade Level Expectations (GLEs) SCIENCE: Grade 5

Side-by-Side Comparison of the Texas Educational Knowledge and Skills (TEKS) and Louisiana Grade Level Expectations (GLEs) SCIENCE: Grade 5 Side-by-Side Comparison of the Texas Educational Knowledge and Skills (TEKS) and Louisiana Grade Level Expectations (GLEs) SCIENCE: Grade 5 TEKS Comments Louisiana GLE (5.1) Scientific Processes. The student

More information

Getting Started. Intro & Mission

Getting Started. Intro & Mission Unit Energy Sources and Transformation Topics Introduction to Energy Sources Fossil Fuel Concepts Human Use of Energy Types and Uses of Fossil Fuels Issues of Fossil Fuels Inquiry Skills Identify questions

More information

Guidelines for identifying and designing planned comparisons

Guidelines for identifying and designing planned comparisons Guidelines for identifying and designing planned comparisons Developing value chain innovation platforms to improve food security in East and Southern Africa (VIP4FS) Project (FST/2014/093) November 2016

More information

C-18: Checklist for Assessing USAID Evaluation Reports

C-18: Checklist for Assessing USAID Evaluation Reports C-18: Checklist for Assessing USAID Evaluation Reports Checklist for Reviewing Evaluation Reports High quality, evidence-based evaluation reports with a clear focus on decision-making for USAID and other

More information

LIVING ENVIRONMENT Mid-term Review Part 1 Name: Period:

LIVING ENVIRONMENT Mid-term Review Part 1 Name: Period: LIVING ENVIRONMENT Mid-term Review Part 1 Name: Period: Part One: Diagrams 1. What concept is represented in the diagram below? ecological succession 2. A) Identify 2 producers from the diagram: Eucalyptus

More information

1 Yeast Lab Introduction

1 Yeast Lab Introduction 1 Yeast Lab Introduction Population modeling is an important problem. Unfortunately we do not have the resources for you to practice modeling populations like deer, rabbits, or even mosquitoes. In order

More information

DESIGNING A CONTROLLED EXPERIMENT

DESIGNING A CONTROLLED EXPERIMENT AP BIOLOGY NAME DESIGNING A CONTROLLED EXPERIMENT STEP 1: DEFINING THE P ROBLEM Every scientific investigation begins with the question that the scientist wants to answer. The questions addressed by scientific

More information

6 th Grade Texas Essential Knowledge and Skills

6 th Grade Texas Essential Knowledge and Skills 6 th Grade Texas Essential Knowledge and Skills 112.18. Science, Grade 6, Beginning with School Year 2010-2011. (a) Introduction. (1) Science, as defined by the National Academy of Science, is the "use

More information

Sunlight (solar energy) CO2 + H2O. Cellular Respiration (mitochondria) 36 ATP

Sunlight (solar energy) CO2 + H2O. Cellular Respiration (mitochondria) 36 ATP Aerobic & Anaerobic Conditions HASPI Medical Biology Lab 11 Background/Introduction The Flow of Energy & Cycling of Matter Photosynthesis and cellular respiration (including aerobic and anaerobic respiration)

More information

Science at the Cienega Correlated New Mexico Science Standards

Science at the Cienega Correlated New Mexico Science Standards New Mexico Grade 6 Science Standards Science at the Cienega Correlated New Mexico Science Standards Strand I: Scientific Thinking and Practice Standard I: Understand the processes of scientific investigations

More information

Begin with the supplemental experiment handout and get all experiments set up first before beginning slide and model observations in Exercise 4.

Begin with the supplemental experiment handout and get all experiments set up first before beginning slide and model observations in Exercise 4. The Cell: Division (Mitosis & Cytokinesis) and Cellular Respiration Exercise 4 (begins page 30 in 8 th edition, page 39 in 9 th 10 th 11 th and 12 th editions) and Supplemental Experiment Handout Anaerobic

More information

LAB-AIDS CORRELATIONS FOR THE MONTANA MIDDLE LEVEL SCIENCE STANDARDS GRADE 8 EXIT STANDARDS. With Assessment Guidelines information

LAB-AIDS CORRELATIONS FOR THE MONTANA MIDDLE LEVEL SCIENCE STANDARDS GRADE 8 EXIT STANDARDS. With Assessment Guidelines information CORRELATIONS FOR THE MONTANA MIDDLE LEVEL GRADE 8 EXIT STANDARDS With Assessment Guidelines information Materials from the Science Education for Public Understanding Program () are developed at the Lawrence

More information

Topic 1 - ESS answers

Topic 1 - ESS answers Topic 1 - ESS answers Page 14 Environmental value system Environmental management strategies Environmental philosophies Labels and characteristics Social movements Politics Ecocentric Anthropocentric Technocentric

More information

The Scientific Process

The Scientific Process The Scientific Process Name: Step 1: Observation Many types of observation can be made on biological systems. They may involve: o observation of certain behaviors in wild populations o physiological measurements

More information

Title: Rising Sea Level. Subject: Aquatic Science. Grade Level: 10 th 12 th

Title: Rising Sea Level. Subject: Aquatic Science. Grade Level: 10 th 12 th Title: Rising Sea Level Subject: Aquatic Science Grade Level: 10 th 12 th Rational or Purpose: This lesson explores students concepts on the concentration of gases through global warming. In this lesson,

More information

Chapter 2: Energy Entering and Leaving Earth s System

Chapter 2: Energy Entering and Leaving Earth s System Chapter 2: Energy Entering and Leaving Earth s System ECC: 2.1.1 WARM-UP The water level will depend on the amount of water coming in and the size of the hole. If the hole is very large, the water level

More information

X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X

X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X (1) Scientific investigation and reasoning. The student conducts classroom and outdoor investigations following home and school safety procedures and environmentally appropriate and ethical practices.

More information

Climate Change in. Nicole Brown

Climate Change in. Nicole Brown Climate Change in Nicole Brown Picture source: http://images.contentreserve.com/imagetype-100/1138-1/%7b93fb1ad8-d19b- 4616-83FC-98461564E9BB%7DImg100.jpg What is The World Without Us? What scenario does

More information

Life Science & Biology SOL

Life Science & Biology SOL Life Science & Biology SOL THE SOL FOR GRADE 6 SOL 6.7, in the Living Systems SOL strand, deals with the natural processes and human interactions that affect watersheds systems. One of the key concepts

More information

Name Date SEQL Student Pre/Post-Test-6 th Grade Science KEY

Name Date SEQL Student Pre/Post-Test-6 th Grade Science KEY IN.1.B.5,6,7.d-Measure length to the nearest millimeter, mass to the nearest gram, volume to the nearest milliliter, force (weight) to the nearest Newton, temperature to the nearest degree Celsius, time

More information

WEEK 4: Economics: Foundations and Models

WEEK 4: Economics: Foundations and Models WEEK 4: Economics: Foundations and Models Economics: study of the choices people and societies make to attain their unlimited wants, given their scarce resources Market: group of buyers and seels of good

More information

Chapter 1 Introduction to Environmental Science: Studying the State of Our Earth

Chapter 1 Introduction to Environmental Science: Studying the State of Our Earth Chapter 1 Introduction to Environmental Science: Studying the State of Our Earth Friedland and Relyea Environmental Science for AP, second edition 2015 W.H. Freeman and Company/BFW AP is a trademark registered

More information

Benchmark A: Explain how technology can be used to gather evidence and increase our understanding of the universe.

Benchmark A: Explain how technology can be used to gather evidence and increase our understanding of the universe. Earth and Space Sciences Students demonstrate an understanding about how Earth systems and processes interact in the geosphere resulting in the habitability of Earth. This includes demonstrating an understanding

More information

State of Texas Assessments of Academic Readiness (STAAR ) Performance Level Descriptors Biology

State of Texas Assessments of Academic Readiness (STAAR ) Performance Level Descriptors Biology State of Texas Assessments of Academic Readiness (STAAR ) Biology Scientific process skills are not assessed in isolation but are incorporated into questions that assess the biology content. These process

More information

Skills (verbs) Classroom Assessments (Formative) Blooms Levels. Core Content (nouns) Terms (building academic vocabulary) Questions

Skills (verbs) Classroom Assessments (Formative) Blooms Levels. Core Content (nouns) Terms (building academic vocabulary) Questions 6 th Grade Science CCSS: PASS Physical Science 1. Physical Properties in Matter Physical characteristics of objects can be described using shape, size, and mass whereas the materials from which objects

More information

Ch. 1 - Science & the Environment

Ch. 1 - Science & the Environment Ch. 1 - Science & the Environment Environmental science the study of how humans interact with the environment; a major goal of environmental science to solve environmental problems What are some of the

More information

LESSON 9: CONCEPTUALIZING MODULE II Factors Influencing Temperature

LESSON 9: CONCEPTUALIZING MODULE II Factors Influencing Temperature LESSON 9: CONCEPTUALIZING MODULE II Factors Influencing Temperature PURPOSE/QUESTION To understand the need to compare data sets over different parameters thus increasing the strength for students climate

More information

MARKETING INFORMATION SYSTEM AND MARKETING RESEARCH

MARKETING INFORMATION SYSTEM AND MARKETING RESEARCH MARKETING INFORMATION SYSTEM AND MARKETING RESEARCH Marketing and information Macroenvironment Customers Competition Strategic management MIS - mainly concerned with how to manage information: Ongoing

More information

Chapter 12. Sample Surveys. Copyright 2010 Pearson Education, Inc.

Chapter 12. Sample Surveys. Copyright 2010 Pearson Education, Inc. Chapter 12 Sample Surveys Copyright 2010 Pearson Education, Inc. Background We have learned ways to display, describe, and summarize data, but have been limited to examining the particular batch of data

More information

4th Grade Science 2011 Science

4th Grade Science 2011 Science Course Description The 4th grade science work will develop a greater understanding of basic scientific principles. Students will achieve understanding in scientific inquiry along with ecosystems and adaptations.

More information

Next Generation Science Standards

Next Generation Science Standards A Correlation of Grade 7, Topic Arrangement A Correlation of, Grade 7,, Topic Arrangement Introduction This document demonstrates how meets the, grades 6-8. Correlation page references are to the Student

More information

CHAPTER 2. Conceptual Framework Underlying Financial Accounting ASSIGNMENT CLASSIFICATION TABLE (BY TOPIC) Brief. Concepts for Analysis

CHAPTER 2. Conceptual Framework Underlying Financial Accounting ASSIGNMENT CLASSIFICATION TABLE (BY TOPIC) Brief. Concepts for Analysis CHAPTER 2 Conceptual Framework Underlying Financial Accounting ASSIGNMENT CLASSIFICATION TABLE (BY TOPIC) Topics Questions Brief Exercises Exercises Concepts for Analysis 1. Conceptual framework general.

More information

CHAPTER 3: RESEARCH METHODOLOGY

CHAPTER 3: RESEARCH METHODOLOGY CHAPTER 3: RESEARCH METHODOLOGY 3.1 Introduction Social Media is the new face of communication in today s environment. It presents with new challenges and opportunities for the business community, economy,

More information

AP BIOLOGY. Investigation #2 Mathematical Modeling: Hardy-Weinberg. Slide 1 / 35. Slide 2 / 35. Slide 3 / 35. Investigation #2: Mathematical Modeling

AP BIOLOGY. Investigation #2 Mathematical Modeling: Hardy-Weinberg. Slide 1 / 35. Slide 2 / 35. Slide 3 / 35. Investigation #2: Mathematical Modeling New Jersey Center for Teaching and Learning Slide 1 / 35 Progressive Science Initiative This material is made freely available at www.njctl.org and is intended for the non-commercial use of students and

More information

Cells. a cell wall transfer energy from light and use it to make food

Cells. a cell wall transfer energy from light and use it to make food 1 of 6 Cells Make 9 correct by choosing a word or phrase from each column. Animal cells contain a nucleus where chemical reactions take place to keep the cell alive Plant cells cytoplasm which supports

More information

LABORATORY #6 -- BIOL 111 Photosynthesis and Respiration

LABORATORY #6 -- BIOL 111 Photosynthesis and Respiration LABORATORY #6 -- BIOL 111 Photosynthesis and Respiration There are two great processes that make the world of life go round: photosynthesis and respiration. One is about making energy in a form useful

More information

Focus Get It Clear Think More Think It Through Get It Together Get It Across

Focus Get It Clear Think More Think It Through Get It Together Get It Across SCIENCE WORDS THAT MATTER Nouns and Verbs in ISBE Stage G Grades 6-8 Science Performance Descriptors, Classified by the Center for Urban Education at DePaul University PROCESSES SPECIFIED IN PERFORMANCE

More information

STAGE 2 AGRICULTURAL AND HORTICULTURAL SCIENCE ASSESSMENT TYPE 1: Investigation

STAGE 2 AGRICULTURAL AND HORTICULTURAL SCIENCE ASSESSMENT TYPE 1: Investigation STAGE 2 AGRICULTURAL AND HORTICULTURAL SCIENCE ASSESSMENT TYPE 1: Investigation Purpose This task allows you to: demonstrate knowledge and understanding of concepts, and principles design and undertake

More information

IEOR Introduction to Mathematical Programming Midterm 1

IEOR Introduction to Mathematical Programming Midterm 1 IEOR 3608 Introduction to Mathematical Programming Midterm 1 Fall, 2002 October 9, 2002, 1:10 pm This is a 75 minute exam. Be sure to show your work for partial credit. Question Points Total 1 15 2 20

More information

correlated to the Hawaii Content and Performance Standards III Content Area: Science Grade/Course: Biological Science Quarters 1 4

correlated to the Hawaii Content and Performance Standards III Content Area: Science Grade/Course: Biological Science Quarters 1 4 correlated to the Hawaii Content and Performance Standards III Content Area: Science Grade/Course: Biological Science Quarters 1 4 McDougal Littell Biology 2008 correlated to The Hawaii Content and Performance

More information

Miller & Levine Biology Virtual BioLab

Miller & Levine Biology Virtual BioLab A Correlation of Miller & Levine Virtual BioLab for A Correlation of for BIOLOGY BIO.1 The student will demonstrate an understanding of scientific reasoning, logic, and the nature of science by planning

More information

Chapter. Research: Developing New Food Products. Images shutterstock.com

Chapter. Research: Developing New Food Products. Images shutterstock.com 24 Chapter Research: Developing New Food Products Images shutterstock.com Objectives Objectives Contrast descriptive research and analytical research. List the steps in developing food science experiments.

More information

PRACTICAL BUSINESS ETHICS:

PRACTICAL BUSINESS ETHICS: PRACTICAL BUSINESS ETHICS: Making Real-World Decisions Dr. Valerie P. Denney, MAPM, PMP Assistant Professor in Decision Sciences Embry-Riddle Aeronautical University Program Chair, MSPM and BSPM degrees

More information

New technology in biology

New technology in biology New technology in biology Aims You have been asked to test a board game that can be used to revise the key concepts in this chapter. Work through the tasks below to show your understanding of these topics

More information

Experimental economics

Experimental economics Workshop II: Economic Methods Experimental economics Building Competence. Crossing Borders. Dr. Regina Betz, Dr Jenny Riesz, Peiyao Shen betz@zhaw.ch, j.riesz@unsw.edu.au, pei.y.shen@unsw.edu.au Experimental

More information

Lambda (λ) DNA Restriction Digest and Electrophoresis Lab

Lambda (λ) DNA Restriction Digest and Electrophoresis Lab Lambda (λ) DNA Restriction Digest and Electrophoresis Lab Procedure DAY ONE: restriction digestion Today we will be exposing the lambda DNA to restriction enzymes. For background knowledge, make sure you

More information

Marketing Research. Lecture 4 Research Design

Marketing Research. Lecture 4 Research Design Marketing Research Lecture 4 Research Design Research Design: Definition A research design is a framework or blueprint for conducting the marketing research project. It details the procedures necessary

More information

Notes. ACCA Paper F7. Financial Reporting (INT) DEMO PAGES - FREE FULL SET AT theexpgroup.com

Notes. ACCA Paper F7. Financial Reporting (INT) DEMO PAGES - FREE FULL SET AT  theexpgroup.com ACCA Paper F7 Notes Financial Reporting (INT) Contents About ExPress Notes 3 1. The Conceptual Framework 7 2. IAS 1: Presentation of Financial Statements 12 3. Substance and IAS 18 Revenue 15 4. Construction

More information

Science TEKS Verification

Science TEKS Verification Science EKS Verification (1) Scientific processes. he student, for at least 40% of instructional time, conducts laboratory and field investigations using safe, environmentally appropriate, and ethical

More information

Passive Solar Design. After a brief introductory discussion, pairs of students make simple

Passive Solar Design. After a brief introductory discussion, pairs of students make simple 5 Overview After a brief introductory discussion, pairs of students make simple box model houses from a provided template and seal thermometers inside these. Then each pair of students teams with another

More information

ABCs of Validation. Ruth L. Petran. Corporate Scientist, Food Safety 03 April 2012

ABCs of Validation. Ruth L. Petran. Corporate Scientist, Food Safety 03 April 2012 1 ABCs of Validation Ruth L. Petran Corporate Scientist, Food Safety 03 April 2012 2 Topics Validation starts with product and process design Traditional validation Important to focus on in-plant situations

More information

On Prediction Markets for Science, A Reply to Thicke. Saana Jukola, Bielefeld University Henrik Roeland Visser, Bielefeld University

On Prediction Markets for Science, A Reply to Thicke. Saana Jukola, Bielefeld University Henrik Roeland Visser, Bielefeld University http://social-epistemology.com ISSN: 2471-9560 On Prediction Markets for Science, A Reply to Thicke Saana Jukola, Bielefeld University Henrik Roeland Visser, Bielefeld University Jukola, Saana; and Henrik

More information

COMMUNICATING IN SCIENCE

COMMUNICATING IN SCIENCE COMMUNICATING IN SCIENCE CREATING DATA TABLES Data tables are an effective way to record both qualitative and quantitative observations. Making a data table should be one of your first steps when conducting

More information

Environmental Literacy Carbon Assessment: --- High School Level, Form A ---

Environmental Literacy Carbon Assessment: --- High School Level, Form A --- Environmental Literacy Carbon Assessment: --- High School Level, Form A --- Initials Science is easier to understand if you can make connections between what you know now and the new ideas that you are

More information

Lakewood City Schools Standards Based Science Course of Study FIRST GRADE

Lakewood City Schools Standards Based Science Course of Study FIRST GRADE FIRST GRADE Scope and Sequence Welcome to First Grade. Science instruction in the first grade builds upon the science skills developed in kindergarten and from the child s life experiences. Students have

More information

Transshipment and Assignment Models

Transshipment and Assignment Models March 31, 2009 Goals of this class meeting 2/ 5 Learn how to formulate transportation models with intermediate points. Learn how to use the transportation model framework for finding optimal assignments.

More information

FIFTEEN MINUTES OF SHAME: A MULTILEVEL APPROACH OF THE ANTECEDENTS AND EFFECTS OF CORPORATE ACCOUNTING SCANDALS JESUS RODOLFO JIMENEZ-ANDRADE

FIFTEEN MINUTES OF SHAME: A MULTILEVEL APPROACH OF THE ANTECEDENTS AND EFFECTS OF CORPORATE ACCOUNTING SCANDALS JESUS RODOLFO JIMENEZ-ANDRADE FIFTEEN MINUTES OF SHAME: A MULTILEVEL APPROACH OF THE ANTECEDENTS AND EFFECTS OF CORPORATE ACCOUNTING SCANDALS by JESUS RODOLFO JIMENEZ-ANDRADE Executive summary corresponding to the full document submitted

More information

Laboratory Inquiry: What Makes Enzymes Work?

Laboratory Inquiry: What Makes Enzymes Work? Laboratory Inquiry: What Makes Enzymes Work? One hallmark of effective scientific inquiry is focus on solving a problem, rather than on using a particular method to study a problem (1). You should already

More information

CELLS OVERVIEW- NGSS. [Pathways MS-LS1-1: 1, 2, 3, 4, 5, 9, 12, 16? MS-LS1-2: 6, 7, 8, 14?, 15? MS-LS1-6: 12, 13 MS-LS1-7: 10, 11, 13

CELLS OVERVIEW- NGSS. [Pathways MS-LS1-1: 1, 2, 3, 4, 5, 9, 12, 16? MS-LS1-2: 6, 7, 8, 14?, 15? MS-LS1-6: 12, 13 MS-LS1-7: 10, 11, 13 CELLS OVERVIEW- NGSS MS-LS1-1: Conduct an investigation to provide evidence that living things are made of cells; either one cell or many different numbers and types of cells. MS-LS1-2: Develop and use

More information

Thomas-Kilmann Conflict Model

Thomas-Kilmann Conflict Model Thomas-Kilmann Conflict Model Avoiding: Not addressing the existence of conflict. Competing: Being assertive and pursuing your own concerns, sometimes at expense of others. Accommodating: Letting go of

More information

Watson-Glaser III Critical Thinking Appraisal (US)

Watson-Glaser III Critical Thinking Appraisal (US) Watson-Glaser III Critical Thinking Appraisal (US) Development Report Candidate Name: Organization: Pearson Sample Corporation Date of Testing: 21-11-2017 (dd-mm-yyy) 21-11-2017 Page 1 of 15 How to Use

More information

Datasheet for Lab 4: Cellular Respiration and Photosynthesis in Plants

Datasheet for Lab 4: Cellular Respiration and Photosynthesis in Plants Name Datasheet for Lab 4: Cellular Respiration and Photosynthesis in Plants Discuss your hypotheses and predictions from your prelab with your group. Revise them if necessary and record them in the tables

More information

CHAPTER 1 INTRODUCTION AND RESEARCH METHODOLOGY

CHAPTER 1 INTRODUCTION AND RESEARCH METHODOLOGY CHAPTER 1 INTRODUCTION AND RESEARCH METHODOLOGY 1.1 Introduction 1.2 Research Problem 1.3 Statement of Research Problem 1.4 Hypotheses of the Study 1.5 Objectives of the Study 1.6 Scope of the Study 1.7

More information

SCIENCE Course of Study

SCIENCE Course of Study 6 th GRADE SPECIAL EDUCATION SCIENCE Course of Study Findlay City Schools 2005 6 TH GRADE BENCHMARK: (A) Use skills of scientific inquiry processes (e.g., hypothesis, record keeping, description and explanation).

More information

Brunswick School Department: Grades Essential Understandings. Essential Questions

Brunswick School Department: Grades Essential Understandings. Essential Questions Understandings Questions Knowledge Vocabulary There are many aspects of the oceans still not understood by scientists. The heat capacity of water affects the Earth s climate. The Earth s climate is changing.

More information

ph, Dissolved Oxygen Adapted from Grade Level CADEMIC STANDARDS Duration Setting Summary Objectives ACADEMIC STANDARDS Related Module Resources

ph, Dissolved Oxygen Adapted from Grade Level CADEMIC STANDARDS Duration Setting Summary Objectives ACADEMIC STANDARDS Related Module Resources Plants, Fish and ph ph, Dissolved Oxygen Adapted from: An original Creek Connections activity. Creek Connections, Box 10, Allegheny College, Meadville, Pennsylvania 16335. Grade Level: advanced Duration:

More information

Project Management Processes

Project Management Processes What is a project? Webster's Dictionary defines the word project as "That which is projected or designed; something intended or devised; a scheme; a design; a plan." The Project Management Institute defines

More information

A Discovery Laboratory Investigating Bacterial Gene Regulation

A Discovery Laboratory Investigating Bacterial Gene Regulation Chapter 8 A Discovery Laboratory Investigating Bacterial Gene Regulation Robert Moss Wofford College 429 N. Church Street Spartanburg, SC 29307 mosssre@wofford.edu Bob Moss is an Associate Professor of

More information

Effective January 2008 All indicators in Standard / 11

Effective January 2008 All indicators in Standard / 11 Scientific Inquiry 6-1 The student will demonstrate an understanding of technological design and scientific inquiry, including the process skills, mathematical thinking, controlled investigative design

More information

Curriculum Guide. National Science Education Standards Grades 5-8 Earth and Space Science

Curriculum Guide. National Science Education Standards Grades 5-8 Earth and Space Science National Science Education Standards Grades 5-8 Earth and Space Science Curriculum Guide Structure of the Earth system: Global patterns of atmospheric movement influence local weather. Oceans has a major

More information

HOW TO USE FACEBOOK DATA TO ANALYZE YOUR COMPETITORS

HOW TO USE FACEBOOK DATA TO ANALYZE YOUR COMPETITORS HOW TO USE FACEBOOK DATA TO ANALYZE YOUR COMPETITORS HOW TO USE FACEBOOK DATA TO ANALYZE YOUR COMPETITORS Imagine a world where you have access to your competitors Omniture databases, email metrics, ad

More information

What s my Carbon Footprint?

What s my Carbon Footprint? What s my Carbon Footprint? Science, Social Science, Mathematics Curriculum Levels 5-6 Activity Description This inquiry learning resource guides students to investigate and calculate their own carbon

More information

Copyright 2017 Edmentum - All rights reserved.

Copyright 2017 Edmentum - All rights reserved. Study Island Copyright 2017 Edmentum - All rights reserved. Generation Date: 04/06/2017 Generated By: Aron Zender Title: EOC Review - Inquiry & Application 1. Ken enjoys bird watching. Every summer, he

More information

The effects of glucose concentration on the growth rates of wild type and PDC1 mutant Saccharomyces cerevisiae

The effects of glucose concentration on the growth rates of wild type and PDC1 mutant Saccharomyces cerevisiae The effects of glucose concentration on the growth rates of wild type and PDC1 mutant Saccharomyces cerevisiae Peter Hu, Jia Suh, Arisa Yoshikawa, and Julia Zhu Abstract The PDC1 gene in Saccharomyces

More information

LAB 9A: TEMPERATURE AND HEAT, PART A

LAB 9A: TEMPERATURE AND HEAT, PART A Name: Period: LAB 9A: TEMPERATURE AND HEAT, PART A Hot and cold are familiar sensations. What happens when something hot comes in contact with something cold? Think about putting some ice cubes in a drink.

More information

Learning Activities!?

Learning Activities!? Learning Activities!? A Beginning Look at Photosynthesis: Plants Need Light September 8, 2001 GLOBE 2000 Learning Activities/Visualizations - 1 Earth System Science A Beginning Look at Photosynthesis:

More information