The Scientific Method The scientific method is a process used by scientists to study the world around them. It can also be used to test whether any statement is accurate. You can use the scientific method to study a leaf, a dog, an ocean, or the entire Universe. We all have questions about the world. The scientific method is there to test if your answer is correct. You could ask, "Why do dogs and cats have hair?" One answer might be that it keeps them warm. A good scientist would then come up with an experiment to test whether the statement was accurate. BOOM! It's the scientific method in action. 1. IDENTIFY THE PROBLEM The scientific method starts with identifying a problem and forming a question that can be tested. A scientific question can be answered by making observations with your five senses and gathering evidence. The question you ask needs to be something you can measure, so you can compare results you are interested in. For example, “How does fertilizer affect plant growth?” would be a testable scientific question. It’s important to do background research to find out what’s already written about your question before starting your experiment. 2. FORM A HYPOTHESIS The second step in the scientific method is to form a hypothesis. A hypothesis is a possible explanation for a set of observations or an answer to a scientific question. A hypothesis must be testable and measurable. This means that researchers must be able to carry out investigations and gather evidence that will either support or disprove the hypothesis. Many trials will be needed before a hypothesis can be accepted as true. A hypothesis is written as an “If… then…” statement. For example, “If I give my plants fertilizer in the spring, then they will produce more flowers,” is a simple hypothesis about how plants grow. In this example, you can measure the number of flowers. 3. DESIGN AN EXPERIMENT The next step in the scientific method is to test the hypothesis by designing an experiment. This includes creating a list of materials and a procedure— a step-by-step explanation of how to conduct the experiment. Scientists must be careful in how they design an experiment to make sure that it tests exactly what the hypothesis states. A proper experiment compares two or more things but changes only one variable—factors that change in an experiment. This type of experiment is called a controlled experiment. For example, when testing the affects of fertilizer on plants, you would test an experimental group (with fertilizer) and a control group (without fertilizer). Then you would compare the results of the groups. Types of Variables Independent Variable– the variable that is tested and changed by the scientist. ֍ Ex. The amount of fertilizer used on your plants. Dependent Variable– the variable that is measured by the scientist and changes as a result of the independent variable. ֍ Ex. How many flowers grow on the plant. Controlled Variable– the variables that are kept the same (constant) throughout the entire experiment. ֍ Ex. Same type of plant, same amount of light and water 4. PERFORM AN EXPERIMENT Keeping detailed, accurate records is an important part of the scientific method. Before you begin your experiment, create a table in which to record your data. Data are the facts, figures, and other evidence gathered through observations. A data table provides you with an organized way to collect and record your observations. For example, your data table should list the independent variable (amount of fertilizer) in the first column and the dependent variable (number of flowers) in the second column. Then you can use your table to create a graph. Graphs help you understand and use that data. Graphs make it easy to identify trends and make predictions. The x-axis of your graph represents the independent variable, while the y-axis of your graph represents the dependent variable. 5. ANALYZE THE DATA The next step in the scientific method is to analyze the data. Data analysis is the process of interpreting the meaning of the data we have collected, organized, and displayed in the form of a table or graph. The process involves looking for patterns—similarities, differences, trends, and other relationships—and thinking about what these patterns might mean. The scientist then summarizes their findings and relates them to their hypothesis. For example, in your analysis of your plant experiment, you would refer to your table/graph to describe any relationships you observed between the plants with and without fertilizer. 6. COMMINCATE THE RESULTS The last step of the scientific method is to communicate the results. After you gathered and analyzed your data, you draw a conclusion about your hypothesis. A conclusion is a summary of what you have learned from an experiment. In drawing your conclusion, you should ask yourself whether the data supports your hypothesis. For example, if you found that your experimental group produced 40 flowers and your control group produced 20 flowers, you could draw the conclusion that the fertilizer increased the number of flowers produced and your hypothesis is correct. REVIEW WHAT ARE THE 6 STEPS OF THE SCIENTIFIC METHOD? 1. Identify the Problem 2. Form a Hypothesis 3. Design an Experiment 4. Perform an Experiment 5. Analyze the Data 6. Communicate the Results VOCABULARY Observation– the process of using the five senses to gather information. Hypothesis- a possible explanation for a set of observations or an answer to a scientific question. Written as an “If… then…” statement. Procedure- a step-by-step explanation of how to conduct an experiment. Variable– a factor that changes in an experiment. Independent Variable- the variable that is tested and changed by the scientist. Dependent Variable- the variable that is measured by the scientist and changes as a result of the independent variable. Controlled Variable- the variables that are kept the same (constant) throughout the entire experiment. Controlled Experiment– an experiment that compares two or more things but only changes one variable. Data- the facts, figures, and other evidence gathered through observations. Data Analysis- the process of interpreting the meaning of the data collected in an experiment, finding patterns in the data, and thinking about what the patterns mean. Pattern– a similarity, difference, trend, or other relationship found in data. Conclusion– a summary of what has been learned from an experiment and how the data relates to the hypothesis. Across 1. A possible explanation for a set of observations or an answer to a scientific question. 5. The variable that is measured by the scientist and changes as a result of the independent variable. 7. The variables that are kept the same (constant) throughout the entire experiment. 8. The step of the scientific method that involves creating a list of materials and writing a procedure. 9. The process of interpreting the meaning of the data collected in an experiment, finding patterns in the data, and thinking about what the patterns mean. 11. The variable that is tested and changed by the scientist. 12. A summary of what has been learned from an experiment and how the data relates to the hypothesis. 13. A similarity, difference, trend, or other relationship found in data. 14. The process of using the five senses to gather information. Down 2. The step of the scientific method that involves forming a scientific question to test. 3. The step of the scientific method that involves collecting data, creating a table and drawing a graph. 4. A factor that changes in an experiment. 6. A step-by-step explanation of how to conduct an experiment. 10. The facts, figures, and other evidence gathered through observations. IDENTIFYING SCIENTIFIC QUESTIONS So what is the most important distinction between a scientific question and a non-scientific question? Evidence. The evidence must be measurable and repeatable. These questions cannot be about personal opinion or judgment. Evidence to answer scientific questions is gathered using the scientific method and carefully organized in a controlled experiment. Scientists make observations and inferences about their scientific question and use evidence to support their answers. Directions: Below are several questions. In the spaces provided below each question, explain if it is a scientific question or not. If it is a scientific question, explain what types of measureable evidence you could collect in order to answer it. If it is not a scientific question, then explain why. Question #1: What is the optimal cooking time to make microwave popcorn? Question #2: Which is the best type of microwave popcorn? Question #3: What conditions will make the fluffiest popcorn? Question #4: Why do people love popcorn so much? IDENTIFYING VARIABLES It is important to identify the variables in any experiment. You want to have as few variables as possible when conducting your experiment, but you will always have three types of variables: independent, dependent, and controlled. The independent variable is WHAT YOU CHANGE ON PURPOSE IN AN EXPERIMENT. The dependent variable is WHAT YOU MEASURE IN AN EXPERIMENT. The controlled variables are all the other factors that are KEPT THE SAME. Directions: Identify the independent, dependent and controlled variables in each of the example experiments below. 1. Steven is testing different energy drinks. He wants to see which drink helps him have energy all day. For one week, he drinks one 8 oz. can of a different energy drink each morning. Independent variable: ______________________________________________ Dependent variable: _______________________________________________ Controlled variables: _______________________________________________ 2. Kendra wants to see if water, milk or vinegar will heat the fastest when placed on a stove. She puts one cup of each liquid in a sauce pan and turns the heat on low. Using a thermometer, he records the temperatures of each liquid after two minutes on the stove. Independent variable: ______________________________________________ Dependent variable: _______________________________________________ Controlled variables: _______________________________________________ 3. Jack fell off his bike and scrapped both of his knees. He decides to put ointment and a band-aid on one knee and just a band-aid (no ointment) on the other knee to see which knee heals faster. Independent variable: ______________________________________________ Dependent variable: _______________________________________________ Controlled variables: _______________________________________________ 4. Ryan is very tired when he wakes up for school every morning. He thinks it is because he stays up late playing video games at night. He decides to go to bed two hours early every night for a week to see if that makes him feel less tired. Independent variable: ______________________________________________ Dependent variable: Controlled variables: _______________________________________________ _______________________________________________ WRITING SCIENTIFIC QUESTIONS & HYPOTHESES A scientific question should include your independent variable and dependent variable. These questions usually reflect a cause/effect relationship, and should never have a yes or no answer. How does (independent variable) affect (dependent variable)? How is (independent variable) related to (dependent variable)? What causes (independent variable) to (dependent variable)? What is the effect of (independent variable) on (dependent variable)? A hypothesis should be written in the form of an “If… then…” statement. It should include your independent and dependent variables. If ____(independent variable)________, then _____(dependent variable)___________. Directions: Use one of the question starters above to write a scientific question about each topic. Then write a hypothesis as an “If … then…” statement. Make sure to include the independent and independent variables in both. Example: You are eating a hot dog and accidently spill mustard on your white shirt. You ask your mom what to do and she says to use bleach. You wonder if bleach is the best stain remover is to use. Independent variable: using bleach Dependent variable: how well the mustard stain is removed Question: What is the effect of bleach on the removal of a mustard stain? Hypothesis: If I use bleach on my shirt, then it will remove the stain. 1. You notice that Jenny scores 100% on her vocabulary test every week. When you ask her how she does it, she tells you that she uses flashcards. You wonder if using flashcards would work for you. Independent variable: _________________________________________________ Dependent variable: __________________________________________________ Question: ___________________________________________________________ ____________________________________________________________________ Hypothesis: _________________________________________________________ ____________________________________________________________________ 2. You see Jose making many more basketball goals than you are able to. He always bends his knees to make the shot, but you don’t. You want to know if bending your knees is really that important. Independent variable: _________________________________________________ Dependent variable: __________________________________________________ Question: ___________________________________________________________ ____________________________________________________________________ Hypothesis: _________________________________________________________ ____________________________________________________________________ 3. You accidently leave a glass of milk in your room for several days. When you remember it, you see that it has turned mushy and sour. You wonder how long it took for the milk to become like that. Independent variable: _________________________________________________ Dependent variable: __________________________________________________ Question: ___________________________________________________________ ____________________________________________________________________ Hypothesis: _________________________________________________________ ____________________________________________________________________ 4. You buy chocolate chip cookies at the grocery store. When you eat them, you notice that some cookies have more chocolate chips than others. You are curious about how that happens at the cookie factory. Independent variable: _________________________________________________ Dependent variable: __________________________________________________ Question: ___________________________________________________________ ____________________________________________________________________ Hypothesis: _________________________________________________________ ____________________________________________________________________ WRITING A PROCEDURE Once a problem has been observed and a hypothesis suggested, the next step in the scientific method is to design an experiment that will either prove or disprove the hypothesis. Experiments will be repeated many times by other scientists. When scientists publish their work, they expect that it will be repeated and verified by other scientists in their field of study. Scientists must be able to write clear descriptions of the steps of their experiment so that others may be able to follow and repeat it. Directions: Build a unique structure out of the blocks provided by your teacher. Write a set of instructions (procedure) that provide clear directions for how to build your structure. You must be exact and precise. As you are writing your instructions consider whether the instructions are clear enough for others to follow. Write your instructions in a stepwise fashion. For example: Step 1. Place the red square on the table to provide a base. Step 2. Take the blue triangle and…… Once your directions have been completed, swap instructions with another person. Read the directions from the other person and try to build their structure using their building materials. When both of you have finished building, compare your original structures to the replicated structures. Then answer the analysis questions below. Analysis Questions: 1. Were your instructions written clearly enough for the other person to follow? 2. How close was the other person in replicating your structure? 3. Identify the step of your instructions that you feel was the most unclear and rewrite that step. 4. Why is it important that scientists write procedures that can be reproduced or replicated? Procedure: (don’t forget to number your steps) CREATING TABLES Tables are a way for scientists to organize data they have collected during an experiment and be able to analyze it quickly and accurately. Data is arranged in such a way that it makes it easier for people to see and understand. Each table should have a title to say what type of information the table is showing. The first column in a table lists the independent variable (what the scientist changed). The second column in a table lists the dependent variable (what is being measured). Units of measurement are listed next to the variable. Within the grid of the table, the collected data is recorded. Example: Students of different ages were given the same puzzle to assemble. The assembly time was measured. Student Ages Assembly Time (minutes) 5 20 minutes 6 15 minutes 7 12 minutes 8 10 minutes 9 8 minutes Directions: Use the notes above to help you give the table a title and properly label the columns and rows based on the given experiment. 1. Two groups of students were tested to compare their speed working math problems. Each group was given the same problems. One group used calculators and the other group computed without calculators. Title: _____________________________________________________ With calculators 2 questions per minute Without calculators 1 question per minute 2. Three different brands of paper towels are tested to see how much liquid they are able to absorb. Each paper towel is cut to a size of 225 cm2. Title: __________________________________________________________ Bounty Paper Towels 220 mL Viva Paper Towels 230 mL Brawny Paper Towels 200 mL 3. Four different cars are tested to see which one gets the best gas mileage on the highway. Each car traveled 20 miles at 60 miles per hour. Title: __________________________________________________________ Toyota Camry 35 mpg Honda Accord 36 mpg Chevrolet Malibu 36 mpg Ford Fusion 37 mpg 4. Five students want to know if the amount of time spent studying affects their test scores. Student 1 studied for 30 minutes and earned a 75%. Student 2 studied for 1 hour and earned a 79%. Student 3 studied for 1 hour and 30 minutes and earned an 84%. Student 4 studied for 2 hours and earned a 90%. Student 5 studied for 3 hours and earned a 100%. Draw a table below that represents all of the data. Make sure to include a title, column labels, all of the students and their scores. Title: __________________________________________________________ CREATING GRAPHS Graphs are a way for people to see the data you have collected during an experiment and be able to analyze it quickly and accurately. Looking at a graph can help you find trends in the data. Each graph should have a title to show the relationship between the independent and dependent variable. The axes are labeled correctly: independent variable on x-axis (bottom), dependent variable on y-axis (side). The number scales on the x-axis and y-axis are in equal increments and start at 0. Your data is graphed correctly. Example: Students of different ages were given the same puzzle to assemble. The assembly time was measured. Directions: Use the notes above to help you properly label and draw the graph below based on the given table. Activity 1) A survey of students' favorite after-school activities was conducted at a school. The table below shows the results of this survey. # of Students 45 Visit With Friends 99 Earn Money 44 School Clubs 22 Play Sports Do you have: Graph Title X-axis Title & Scale Y-axis Title & Scale All data plotted 2. Three different brands of paper towels are tested to see how much liquid they are able to absorb. Each paper towel is cut to a size of 225 cm2. Brand of Paper Amount of Liquid Towels Absorbed (mL) Bounty Paper Towels 220 mL Viva Paper Towels 230 mL Brawny Paper Towels 200 mL Do you have: Graph Title X-axis Title & Scale Y-axis Title & Scale All data plotted 2. Four different cars are tested to see which one gets Car the best gas mileage on the highway. Each car Toyota Camry traveled 20 miles at 60 miles per hour. Gas mileage 35 mpg Honda Accord 36 mpg Chevrolet Malibu 36 mpg Ford Fusion 37 mpg Do you have: Graph Title X-axis Title & Scale Y-axis Title & Scale All data plotted WRITING AN ANALYSIS AND CONCLUSION When writing an analysis, you must summarize and explain the results of the experiment. For example: When looking at how the amount of time studying affects test scores, I found student 1 studied for 30 minutes and earned a 75%. Student 2 studied for 1 hour and earned a 79%. Student 3 studied for 1 hour and 30 minutes and earned an 84%. Student 4 studied for 2 hours and earned a 90%. Student 5 studied for 3 hours and earned a 100%. The more time spent studying resulted in higher test scores. When students study longer, it gives them more time to remember and understand the information. When writing a conclusion, restate your hypothesis, state whether it was correct or incorrect, and explain why using evidence. For example: My hypothesis was, “If you spend more time studying, then your test scores will be higher.” My hypothesis was correct, because Student 1 studied for the least amount of time and got the lowest test score. Student 5 studied for the most amount of time and got the highest score. Directions: Use the data from your Testing a Variable: Whirlybird Size lab and the notes above to help you write an analysis and conclusion for the lab. 1) Write an analysis of your data. 2) Write a conclusion for the experiment.