Science Grade 9-12

Science: Reading Data Tables and Drawing Evidence-Based Conclusions

Using patterns, comparisons, and evidence to support scientific claims

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Using patterns, comparisons, and evidence to support scientific claims

Science - Grade 9-12

Instructions: Read each data table carefully. Use specific numbers from the data as evidence when you explain your conclusion.
  1. 1
    Aquatic plant under a lamp releasing bubbles, with an unlabeled graph showing photosynthesis increasing then leveling off.

    A student measured the rate of photosynthesis at different light intensities. Data: light intensity 100 lux, rate 4 bubbles per minute; 300 lux, rate 9 bubbles per minute; 500 lux, rate 14 bubbles per minute; 700 lux, rate 17 bubbles per minute; 900 lux, rate 18 bubbles per minute. Write an evidence-based conclusion about how light intensity affects photosynthesis.

  2. 2
    Petri dishes showing seed germination highest in the middle conditions and lower at both extremes.

    A class tested how soil pH affects seed germination. Data: pH 4.5, 22 percent germination; pH 5.5, 58 percent germination; pH 6.5, 86 percent germination; pH 7.5, 80 percent germination; pH 8.5, 49 percent germination. Which pH range appears best for germination, and what evidence supports your answer?

  3. 3
    Metal samples compared using balances and water displacement to illustrate density.

    Four metal samples were measured to calculate density. Data: Sample A, mass 27 g, volume 10 mL; Sample B, mass 54 g, volume 20 mL; Sample C, mass 39 g, volume 15 mL; Sample D, mass 80 g, volume 40 mL. Which samples are likely made of the same material, and why?

  4. 4
    Unlabeled enzyme activity curve peaking then dropping, with normal and denatured enzyme shapes.

    An enzyme experiment produced these results. Data: 10 degrees C, reaction rate 12 units per minute; 20 degrees C, 25 units per minute; 30 degrees C, 42 units per minute; 40 degrees C, 55 units per minute; 50 degrees C, 20 units per minute; 60 degrees C, 3 units per minute. Identify the enzyme's approximate optimal temperature and explain your reasoning.

  5. 5
    Three stream sites showing clear forest water with many fish, murky construction water with few fish, and restored wetland water with several fish.

    Scientists sampled three stream sites. Data: Site A, upstream forest, turbidity 5 NTU, dissolved oxygen 8.2 mg/L, fish species 12; Site B, near construction, turbidity 42 NTU, dissolved oxygen 5.1 mg/L, fish species 4; Site C, restored wetland, turbidity 11 NTU, dissolved oxygen 7.5 mg/L, fish species 10. Write a conclusion about water quality and fish diversity using evidence from the table.

  6. 6
    Beakers with increasing particle concentration paired with stopwatches showing shorter reaction times.

    A reaction was tested at different reactant concentrations. Data: 0.10 M, average reaction time 120 seconds; 0.20 M, 61 seconds; 0.40 M, 30 seconds; 0.80 M, 15 seconds. Describe the relationship between concentration and reaction time.

  7. 7
    Covered cups with thermometers showing the foam-covered cup retains the most heat.

    A student tested which cup covering reduced heat loss the most. All cups started at 70 degrees C. Data after 30 minutes: no covering, 42 degrees C; cotton cover, 51 degrees C; wool cover, 57 degrees C; aluminum foil cover, 53 degrees C; foam cover, 62 degrees C. Which covering was the best insulator, and what evidence supports this conclusion?

  8. 8
    Petri dish showing different antibiotic inhibition zones, with one disk having the largest clear zone.

    A microbiology class tested antibiotics against one strain of bacteria. Data: control disk, 0 mm zone of inhibition; penicillin, 2 mm; tetracycline, 18 mm; ciprofloxacin, 25 mm. Which antibiotic was most effective against this bacterial strain, and what limitation should be included in the conclusion?

  9. 9
    Amphibian eggs in water showing fewer tadpoles hatching as acidity increases.

    Researchers tracked lake pH and amphibian egg hatching success. Data: pH 6.8, 92 percent hatched; pH 6.1, 73 percent hatched; pH 5.6, 45 percent hatched; pH 5.0, 18 percent hatched. Write a conclusion that connects pH to hatching success.

  10. 10

    A study recorded caffeine intake, sleep, and reaction time. Data: Group 1, 0 mg caffeine, 8 hours sleep, reaction time 260 ms; Group 2, 100 mg caffeine, 8 hours sleep, reaction time 245 ms; Group 3, 200 mg caffeine, 4 hours sleep, reaction time 310 ms; Group 4, 0 mg caffeine, 4 hours sleep, reaction time 355 ms. Explain why it would be too strong to conclude that caffeine always improves reaction time.

  11. 11
    Mineral sample fizzing under an acid drop with a scratch test plate nearby.

    A student used a mineral identification table. Data: quartz, hardness 7, no reaction with acid; calcite, hardness 3, fizzes with acid; halite, hardness 2.5, salty taste and no acid fizz; unknown mineral, hardness 3, fizzes with acid. Which mineral is the unknown most likely to be, and what evidence supports the identification?

  12. 12
    Weather balloon rising through the atmosphere with thermometers showing temperature decreasing with altitude.

    A weather balloon measured air temperature at different altitudes. Data: 0 m, 22 degrees C; 1000 m, 16 degrees C; 2000 m, 10 degrees C; 3000 m, 4 degrees C; 4000 m, -2 degrees C. Calculate the average temperature change per 1000 m and predict the temperature at 2500 m.

  13. 13
    Yeast fermentation flasks showing carbon dioxide production increasing and then leveling off.

    Yeast was grown with different glucose concentrations. Data: 0 percent glucose, CO2 production 1 mL per hour; 1 percent, 12 mL per hour; 2 percent, 23 mL per hour; 5 percent, 26 mL per hour; 10 percent, 25 mL per hour. What conclusion can be made about glucose concentration and yeast respiration?

  14. 14
    Two heart-rate recovery curves showing one person’s heart rate returning toward resting level faster than the other.

    A biology class compared heart rate recovery after exercise. Data: trained athlete, resting heart rate 60 bpm, immediately after exercise 150 bpm, after 1 minute 110 bpm, after 3 minutes 72 bpm; non-athlete, resting heart rate 78 bpm, immediately after exercise 165 bpm, after 1 minute 145 bpm, after 3 minutes 112 bpm. Which person recovered faster, and what evidence supports your conclusion?

  15. 15
    Marine snail shells in seawater showing greater shell erosion under more acidic conditions.

    Marine snails were placed in seawater with different pH levels for one month. Data: pH 8.2, average shell mass change -0.1 percent; pH 7.8, average shell mass change -2.4 percent; pH 7.4, average shell mass change -6.7 percent. Does the evidence support the claim that lower pH weakens shells? Explain using data.

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