Evaluation of Models, Inferences and Experimental Results in Comparison of Results

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Last updated: 8/16/2025

Evaluate Whether Results Support a General Trend or Model

Sample Question:

Do the results from Experiments 1 and 2 support the hypothesis that increasing pressure increases reaction rate?

What’s Being Tested: Can you judge whether observed outcomes across experiments align with a proposed pattern or claim?

Knowledge & Skills Required:

  • Identifying patterns in tables or graphs
  • Comparing across trials that vary one key input (e.g., pressure)

What’s Needed to Answer Correctly:

  • Confirm that the relevant variable changed in the correct direction
  • Confirm that the outcome changed as predicted

Correct Approach:

  • Locate trials with increasing pressure
  • Check if the reaction rate increased accordingly
  • Decide if the pattern holds consistently, partially, or not at all

Determine Whether a Result Is Consistent or Contradictory

Sample Question:

Which of the following trials produced a result that contradicts the general trend seen across the other experiments?

What’s Being Tested: Can you spot a result that breaks from the expected pattern?

Knowledge & Skills Required:

  • Comparing multiple trials to find a trend
  • Identifying outliers or unexpected reversals

What’s Needed to Answer Correctly:

  • Know how to define a contradiction based on established trends
  • Avoid labeling minor variations as contradictions

Correct Approach:

  • Determine the general trend (e.g., increasing pH = decreasing reaction time)
  • Scan for the trial where that trend is clearly reversed or broken
  • Choose the trial that deviates most significantly from the pattern

Infer a Likely Result Based on Observed Patterns

Sample Question:

Based on the trends in Experiments 1 and 2, what result would most likely occur if the pH were set to 6.5?

What’s Being Tested: Can you extend the pattern to predict an outcome for a new, untested condition?

Knowledge & Skills Required:

  • Interpolation/extrapolation using logical trends
  • Estimating intermediate or extended values based on patterns

What’s Needed to Answer Correctly:

  • Recognize whether the pattern is linear, exponential, or non-trending
  • Apply it only within reason — don't extrapolate wildly if the data doesn’t justify it

Correct Approach:

  • Identify the trend over the relevant range (e.g., between pH 6.0 and 7.0)
  • Estimate what would logically happen at 6.5
  • Choose the result that best fits the projected pattern

Explain Why Results Differ Across Experiments

Sample Question:

What is the most likely reason the reaction rate was faster in Experiment 2 than in Experiment 1?

What’s Being Tested: Can you connect experimental condition differences to their observed effects?

Knowledge & Skills Required:

  • Linking independent variables to dependent outcomes
  • Understanding how changes like temperature, surface area, or catalyst affect results

What’s Needed to Answer Correctly:

  • Identify which input variable changed
  • Know from the trend or data how that variable affects the outcome

Correct Approach:

  • Compare the key difference in setup between the two experiments
  • Match that difference to the observed change in result
  • Select the explanation that logically connects the two

Evaluate Whether Two Different Results Are Actually Comparable

Sample Question:

Why might the reaction times in Experiments 3 and 4 not be directly comparable?

What’s Being Tested: Can you recognize when differences in setup invalidate a direct comparison?

Knowledge & Skills Required:

  • Identifying confounding factors
  • Understanding when results reflect multiple changing variables

What’s Needed to Answer Correctly:

  • Spot hidden or confounding differences (e.g., different temperatures, volumes, or measurement methods)
  • Understand that comparisons require controlled conditions

Correct Approach:

  • Review how each experiment was conducted
  • Note variables that changed other than the one being compared
  • Choose the answer that correctly identifies why the results may not align

Apply a Trend or Model to Explain a New Observation

Sample Question:

If a new trial at 35°C produced a much slower reaction than expected, which of the following would best explain that outcome?

What’s Being Tested: Can you explain an unexpected outcome using existing trends or possible anomalies?

Knowledge & Skills Required:

  • Recognize how external or uncontrolled factors (e.g., contamination, measurement error) could alter outcomes
  • Distinguish between a trend being violated and the conditions affecting it

What’s Needed to Answer Correctly:

  • Consider explanations that preserve the pattern while explaining the exception
  • Eliminate choices that would require rejecting the overall model

Correct Approach:

  • Confirm that the outcome deviates from the trend
  • Look for factors specific to that trial that could account for the deviation
  • Choose the explanation that addresses the anomaly without undermining the trend

Judge Whether a Claim Accurately Summarizes Empirical Results

Sample Question:

Do the results of the three experiments support the claim that all metal catalysts increase reaction rate equally?

What’s Being Tested: Can you evaluate a broad claim against the actual data?

Knowledge & Skills Required:

  • Identifying variation in outcomes across trials
  • Matching summary claims to specific observed data

What’s Needed to Answer Correctly:

  • Confirm whether all metals actually produced the same or different rates
  • Don’t be misled by partially true claims

Correct Approach:

  • Find the relevant trials comparing different metals
  • Compare their reaction rates or other measured outcomes
  • Decide if the claim is fully supported, partially supported, or contradicted

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