As we have learned in science class, most of our transportation is powered by fossil fuels.  When fossil fuels are burned, harmful greenhouse gases and pollutants are placed in the air.  Fossil fuels are considered to be non-renewable sources of energy, because they come from the remains of living things more than 300 million years ago that can in no way be replenished at the rate at which we humans are using them!  Therefore, we designed experiments to determine how best to propel rockets using Alka-Seltzer + water as a model of an alternative and renewable source of energy.

Before designing our experiments, we made some observations of other chemical reactions to get a better sense of how to design our own experiments.

As with every controlled investigation, we only change one variable in order to observe the effect(s) of that one change. Think back: What was the ONE variable that your group decided to change to the Alka Seltzer + water chemical reaction?  What is another way to describe the ONE variable that a scientist changes in an experiment?  What is another way to describe what the scientist measures?

Each group only changed one variable in order to see the effect(s) of that one change.  Some groups changed the temperature of the water or the amount of water, while other groups changed the size of the Alka-Seltzer tablet.  The group above changed the temperature of the water, and predicted that the hotter water would dissolve the tablet faster.

As a scientific community, we shared our group's results. Through our first round of experimentation, we learned that increasing the temperature, increasing the amount/volume of water, and crushing the Alka-Seltzer tablet all decreased the amount of time it took for the Alka-Seltzer to dissolve (for the chemical reaction to occur).

Before designing our rockets, we took a break and visited the animals!  What was your favorite animal at the Environmental Study Center?

After experimenting to better understand how the size of Alka-Seltzer, temperature and volume/amount of water affect the speed of the chemical reaction, each group picked one variable (= independent variable) to change to their Alka-Seltzer powered rocket to get the rocket that can propel the highest.  Most groups changed the temperature or size of the Alka Seltzer.  Do you remember which group had the highest rocket propulsion?  Do you remember this group's independent variable?

Last but most certainly not least, we learned that there is no such thing as failure in science.  There is also no such thing as an "incorrect" hypothesis, because the whole point of testing a hypothesis is to learn something new (and learning something new is never wrong/right/correct/incorrect).  Instead, we say that our hypothesis was "not supported" and reflect on the process and possible limitations that occurred in the planning/design and execution of the experiment, and also evaluate and possibly re-think our original hypothesis!

Scientific Questions = Testable Questions

The scientific method (Dr. OPHERC) is a way to gather evidence in order to develop a scientific explanation of phenomena.  After making interesting observations (O), we identify problems (P) and questions for investigation.  However, it is important that the questions we ask are  "testable".  Without a testable question to start our investigation, we won't be able to gather meaningful evidence.

What is a testable question?

A testable question asks something that can be measured and observed (phenomena) through experimentation.  In other words, a testable question can only be answered by gathering evidence.  If your question does not require collecting data (qualitative and quantitative observations), then your question is NOT "testable".

Another way to think about is in terms of a controlled experiment.  A testable question asks how one change (independent variable) has an effect on something else (dependent variable).

Testable questions examine cause and effect relationships.  In other words, testable questions look into how an independent variable (IV) affects a dependent variable (DV).

Below are some example testable question formats:

• How does            (IV)           affect          (DV)         ?
• What is the effect of            (IV)            on            (DV)          ?
• What effect does            (IV)            have on            (DV)          ?

Testable questions are not related to personal preference, moral values, the supernatural, or things that cannot be measured.  Just remember: Testable questions do not ask about things that are NOT considered to be phenomena!

How do you turn a topic into a testable question?

Now it is time that we learn how to develop our own testable questions so that we can begin designing our own controlled experiments!  It is important that we choose topics that are meaningful and of interest to us. Therefore, the next question is, how do we take a topic (that interests us) and turn it into a testable question for investigation?

1.  First, make two lists.

• List everything you can measure about your topic of interest.
  
• List everything that you can change/treat differently to your topic of interest.
  

Example Topic: Tomato Plants

• List everything you can measure about the tomato plant (DV): height of plant, number of tomatoes, color of tomatoes, water content of tomatoes, number of leaves, mass of tomatoes, density of tomatoes, depth of the roots, circumference of tomato, pH of the tomatoes, etc.
  
• List everything that you can change/treat differently to your tomato plant (IV): amount of sunshine, type of light, amount of soil, type of soil, amount of compost, type of compost, species of tomato plant, amount of water, temperature, humidity, number of seeds in the pot, type of pot, pH of the soil, pH of the water, type of water, etc.
  

The first list are possible dependent variables.  The second list are possible independent variables.

2.  Next, pick one item from each list that interests you most.
You are essentially picking one dependent variable and one independent variable.

Example:

• Water content of tomatoes = Dependent Variable
  
• Amount of water = Independent Variable
  

3.  Finally, choose an appropriate testable question format and fill in the blanks with the appropriate variables.

• How does            (IV)           affect          (DV)         ?
• What is the effect of            (IV)            on            (DV)          ?
• What effect does             (IV)               have on           (DV)             ?

Example:
What is the effect of the amount of water given to a tomato plant on the water content of tomatoes?

Watch the video below on how to write testable scientific questions for investigation!  

In-Class Activity
Answer the questions below using information from the blog post and video.  Write the question and answer in complete sentences.

1.  What is a testable question? (highlight your definition in BLUE)
2.  What is NOT a testable question?
3.  What are the two parts of a controlled experiment that are in every testable question?
4.  What are the 3 steps to turning a topic into a testable question?
5.  Write 3 more testable questions about the tomato plant by following the steps in question #4.
6.  Follow the steps for turning the topic "Cafeteria Pizza at MS 88" into a testable question.  Make sure to outline each of the 3 steps to get full credit.  

Parts of a Controlled Experiment

A controlled experiment is an experiment in which the scientist changes/manipulates only one thing to observe and measure the effects of that one change.  Below is an outline of the parts of every controlled experiment.  In order to begin developing scientific questions for designing our own controlled experiments, we must fully understand the parts of every controlled experiment.  

• Independent Variable (IV)/Experimental Group (EG): The one part of the experiment that is changed/manipulated or given different treatment by the scientist (cause).
• Dependent Variable (DV): The part of an experiment that changes in response to, or affected by, the independent variable.  This change is what the scientist observes and measures throughout the experiment (effect).
• Constants (C): The parts of an experiment that are kept the same for all groups and trials to ensure a fair test.
• Control Group (CG): The group in an experiment that is “normal” or untreated to be compared with the experimental group.  Keep in mind that there is not a control group in every experiment.  There is only a control group if there is such thing as a "normal" or untreated condition.

Every controlled experiment investigates how an independent variable (the one thing changed by the scientist) has an effect on the dependent variable (what the scientist measures and observes).  

In-Class Activity

Part I
Answer the questions below using the video and your notes from class.  Write the questions and answer them in complete sentences.  

1.  Fill in the blanks to write the scientific, testable question under investigation FROM THE VIDEO.    
What is the effect of the type of drink on _______________?
2.  What is the independent variable in this controlled experiment? (from the video)
3.  What is the dependent variable in this controlled experiment? (from the video)
4.  What does "DRY MIX" stand for?

Part II
Take a look at the two scientific questions below.  These questions were designed and tested by middle school students in New York City.  They are not by any means perfect controlled experiments, but they do provide examples of how a student scientist studies how making one change (independent variable) has a measurable effect on something else (dependent variable).  You may click on the question to see the details of the entire project.  After reviewing these two projects, answer the questions that follow.

• What is the effect of air pressure on how high a basketball bounces?
• How does the amount of baking soda affect the the explosion of a volcano?

1.  Identify the independent variable (IV), dependent variable (DV), constants (C), and control group (if there is one) for the two question above.

• What is the effect of air pressure on how high a basketball bounces?

           IV: ______________________________
           DV: _____________________________
           C: ______________________________
           CG: _____________________________

• How does the amount of baking soda affect the the explosion of a volcano?

           IV: ______________________________
           DV: _____________________________
           C: ______________________________
           CG: _____________________________

2.  What two parts of a controlled experiment (among IV, DV, C, and CG) are included in the actual questions for each experiment above?  

3.  Rewrite the questions above, but replace the independent variable in the example with "IV", and dependent variable with "DV".  

For example, "How does the amount of water affect the height of a fig plant?
"How does the    (IV)       affect the      (DV)       ?"

What is a controlled experiment?

A controlled experiment is an experiment that is conducted under a setting that is “controlled” by the scientist with the least possible influence from outside factors.  A controlled experiment compares an experimental group with a control group in the exact same conditions with the one exception of a special/different treatment given to the experimental group. 

The control group represents the "normal", "standard" or untreated condition.  The experimental group is the one part of the experiment that is changed/manipulated (given different treatment).  The constants are everything else you keep the same to ensure a fair test.

Francesco Redi's Controlled Experiment: Do maggots (young flies) come from rotting meat?

To better understand controlled experiments, let's look at Francesco Redi's famous controlled experiment on maggots and meat as an example.  Francesco wanted to find the answer to the question, "Do maggots (flies) come from rotting meat?".  This may seem like a really silly question, but in Francesco Redi's day (1600s), people actually believed that flies and maggots were generated spontaneously from meat.   Take a look at Redi's experiment below.

Homework

Watch the video below on a controlled experiment studying the effect of ozone on plants  Then answer the questions in your science notebook in complete sentences.

1.  What was the question the scientists were trying to answer through this controlled experiment?
2.  How were all of the plants treated the same?
3.  What is a variable?
4.  What is the variable (one thing changed) in this experiment?
5.  What was the control/control group in this experiment?
6.  What is a control/control group?
7.  What do the scientists measure/record everyday in this experiment?
8.  Why do you think it is important that scientists only test one variable in an experiment?

Extra Credit:

Watch the video of how students set up a controlled experiment to investigate the effect of mirrors on dolphin behavior: http://vitalny.pbslearningmedia.org/resource/737ed8f2-10bb-484e-9b75-e3f19a91f3a4/dolphin-dive-05-test/
Then answer the questions below.

1.  What was the control test/group in the dolphin experiment?
2.  What was the experimental group in the dolphin experiment?
3.  How do you think the students could have improved their experiment?