Question

Difficulty: MediumIdentifying Sources of Error and Confounding Variables

An investigator wants to identify potential confounding variables and sources of error in various scientific investigations. Match each experimental design setup on the left with the corresponding source of error or confounding factor on the right.

  • To compare bean plant growth in different soils, pots with soil A are placed in a sunny room, and pots with soil B are placed in a shaded room.Uncontrolled light exposure, which can independently influence photosynthesis and plant growth rates.
  • To compare the evaporation rates of three liquids, open beakers of equal volume are placed on separate windowsills receiving different amounts of direct sunlight.Varying thermal energy from sunlight, which alters the rate of evaporation independently of the liquid type.
  • To study the effect of temperature on a chemical reaction, reactions at different temperatures are stirred at different speeds on different hot plates.Differing rates of reactant collision and mixing due to variable stirring speeds, which can affect reaction rate.
  • To test how exercise intensity affects heart rate, participants of different ages are assigned to different exercise groups.Baseline cardiovascular differences due to age, which can confound the relationship between exercise intensity and heart rate.

Answer

Bean plant growth in different soils matches with uncontrolled light exposure. Evaporation rates of different liquids matches with varying thermal energy from sunlight. Temperature effect on chemical reaction matches with differing rates of reactant collision due to variable stirring speeds. Exercise intensity effect on heart rate matches with baseline cardiovascular differences due to age.
Each setup is correctly matched to the uncontrolled variable that systematically co-varies with the independent variable, thereby obscuring the true relationship between the independent and dependent variables.

Step-by-Step Solution

1
Analyze each experimental design setup on the left to identify the independent variable and locate any uncontrolled variables that change systematically alongside it.
For the first setup, the independent variable is soil type, but light exposure also changes between rooms. For the second, the independent variable is liquid type, but sunlight exposure varies. For the third, the independent variable is temperature, but stirring speed varies. For the fourth, the independent variable is exercise intensity, but participant age varies.
Identifying factors that vary alongside the independent variable helps determine the specific source of error or confounding factor.
2
Connect the uncontrolled variables to their potential physical or biological impact on the dependent variable.
Light exposure affects bean growth; sunlight thermal energy affects liquid evaporation; stirring speed affects reactant collision rate; and age affects cardiovascular performance.
Linking the uncontrolled variable to its direct impact allows for the correct matching pair to be established.

Key Concept

Identifying confounding variables and uncontrolled factors in experimental designs
Estimated Time:1m 30s
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