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Understanding Controlled Experiments and Hypothesis Testing

Apr 29, 2025

Controlled Experiments and Hypothesis Testing

What is a Controlled Experiment?

  • A controlled experiment is a test where all factors (variables) are kept constant except one.
  • It's designed to test a scientific hypothesis.

Purpose of a Controlled Experiment

  • To determine if a hypothesis is correct.
  • Allows for testing the effect of one variable, ensuring all other conditions are the same.

Designing a Controlled Experiment: Case Study on Fertilizer

  • Objective: Test if a fertilizer makes plants grow bigger, lusher, and produce more.
  • Steps to Set Up:
    • Select two plants of the same species (Plant A and Plant B) with identical size, health, and age.
    • Use identical pots and the same type and amount of soil for both plants.
    • Water both plants equally and place them in the same location to ensure equal sunlight and temperature exposure.
  • Variable Control:
    • Everything kept the same except for the application of fertilizer.
    • Plant A receives fertilizer; Plant B does not.

Testing the Hypothesis

  • Hypothesis: Plant A (with fertilizer) will grow bigger than Plant B (without fertilizer).
  • Data Collection:
    • Regularly measure both plants over a set period (e.g., weekly for 3 months).
    • Record these measurements as data.

Analyzing Results

  • Compare growth measurements of Plant A and Plant B at the end of the experiment.
  • If Plant A grows bigger than Plant B, the results support the hypothesis.

Recap of Experimental Design Elements

  • Test: Effectiveness of fertilizer on plant growth.
  • Hypothesis: Fertilizer will make the plant grow bigger.
  • Measurements: Growth of both plants.
  • Result Evaluation: Hypothesis is supported if the fertilized plant (Plant A) grows larger than the non-fertilized plant (Plant B).

Variables in the Experiment

  • Independent Variable: Fertilizer (what is changed/controlled by the experimenter).
  • Dependent Variable: Plant growth (what is measured and expected to change in response to the independent variable).

Additional Learning

  • Further details on independent and dependent variables will be covered in another session.