REDUCING BIAS WITH NUMERICAL MEASUREMENTS

A good science project uses units.  State what units you will record your numerical measurements in.

example: I will record the measurements in the following units: centimeters

Examples of some commonly used numerical (quantitative) measurements include:

MEASUREMENT

EXAMPLES

DEVICE OR EQUIPMENT USED

UNITS

LENGTH

how long something is

  • height of a plant
  • distance football kicked
  • ruler
  • tape measure
  • millimeters (mm)
  • centimeters (cm)
  • meters (m)
VOLUME

how much space something takes up

  • amount of water absorbed
  • amount of juice squeezed
  • graduated cylinder
  • measuring cup
  • milliliters (mL)
  • liters (L)
MASS

how much matter something is made of

  • how heavy a nail is
  • how heavy a worm is
  • triple beam balance
  • spring scale
  • bathroom scale
  • milligrams
  • grams
  • kilograms
TEMPERATURE

how hot or cold something is

  • temperature of air
  • temperature of object
  • thermometer
  • degrees Celsius
TIME

how long it takes to do something

  • time to run 100 meters
  • time to dry
  • clock
  • watch
  • stop watch
  • seconds
  • minutes
  • hours

If an actual numerical measurement is not obtainable, descriptive observations can be quantified by creating a numerical scale. A numerical scale assigns numbers to a range of descriptive outcomes.

Example: "Washed Stain Scale" from 1 to 10.

                1 = stain completely cleaned away (cannot see stain at all)

                2 = only slight traces of stain can be detected upon close examination

                        and then continue 3, 4, 5, 6, 7, 8, 9 until ....,

                10 = none of the stain was removed (can still see all of the stain)

NOTE: If you are not able to explain how to determine the answer through quantitative measurements, you must rephrase the question until you can.

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