Scientific Method: Hypothesis Testing
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Questions and Answers

What is the predicted outcome of this experiment?

  • There will be no difference in flight initiation distance between urban and forest squirrels.
  • Urban squirrels will have a lower flight initiation distance than forest squirrels. (correct)
  • Flight initiation distance will be higher in both urban and forest squirrels.
  • Forest squirrels will have a lower flight initiation distance than urban squirrels.
  • What type of graph is appropriate for this dataset?

  • Bar graph (correct)
  • Histogram
  • Line graph
  • Scatter plot
  • What type of statistical analysis is appropriate for this dataset?

  • Chi-squared test
  • ANOVA
  • Regression analysis
  • T-test (correct)
  • Based on the statistical results, what is the conclusion of the study?

    <p>There is a significant difference in flight initiation distance between urban and forest squirrels, with urban squirrels having a lower FID. (C)</p> Signup and view all the answers

    Which of the following is a possible confounding variable in this study?

    <p>All of the above. (D)</p> Signup and view all the answers

    How could blocking be used to address a potential confounding variable in this study?

    <p>By selecting squirrels from the same species. (A)</p> Signup and view all the answers

    What is the null hypothesis for the statistical test?

    <p>There is no difference in flight initiation distance between urban and forest squirrels. (C)</p> Signup and view all the answers

    What is the meaning of the p-value of 0.023?

    <p>The probability of obtaining the observed results if there is no difference in flight initiation distance between urban and forest squirrels. (B)</p> Signup and view all the answers

    Which of the following is NOT a correct description of a hypothesis?

    <p>A hypothesis is a prediction about the outcome of an experiment. (B)</p> Signup and view all the answers

    Which of the following best describes the difference between an invasive species and an exotic species?

    <p>Invasive species have a negative impact on the environment, while exotic species do not. (C)</p> Signup and view all the answers

    Which of the following terms describes a symbiotic relationship between a fungus and the roots of a plant?

    <p>Mycorrhizae (B)</p> Signup and view all the answers

    Which of the following accurately describes the three ecological groups of earthworms?

    <p>Epigeic, endogeic, and anecic worms differ in their feeding habits and locations within the soil. (B)</p> Signup and view all the answers

    Why are there no native earthworms in northern Minnesota?

    <p>The climate is too cold for earthworms to survive. (C)</p> Signup and view all the answers

    Which of these reasons explains why earthworm identity and diversity may be more significant than earthworm biomass?

    <p>All of the above. (D)</p> Signup and view all the answers

    Why do different plant species respond differently to earthworm invasion?

    <p>All of the above. (D)</p> Signup and view all the answers

    What is the main reason for needing replication in scientific research?

    <p>Replication helps to improve the reliability and validity of the results. (A)</p> Signup and view all the answers

    Flashcards

    Flight Initiation Distance (FID)

    The distance at which an animal flees from an approaching threat.

    Urban Squirrels vs Forest Squirrels

    A comparison of behavior between squirrels in urban areas and those in natural forests.

    Independent Variable

    The factor that is manipulated in an experiment (e.g., habitat type).

    Dependent Variable

    The factor that is measured in an experiment (e.g., flight initiation distance).

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    Null Hypothesis

    The statement that there is no effect or difference; it predicts flight initiation distance will be the same.

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    P Value

    A probability indicating the likelihood of observing the data if the null hypothesis is true.

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    Observational Study Design

    A study that observes and measures phenomena without manipulating variables (includes replication).

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    Statistical Analysis

    The process of applying statistical tests to data to determine significant differences or trends.

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    Hypothesis

    A testable statement explaining an observation.

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    Type 1 Error

    Incorrectly rejecting the null hypothesis (false positive).

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    Blocking in Experimental Design

    A technique to control for variables by grouping samples.

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    Ecological Groups of Earthworms

    Three categories differing based on habitat and function.

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    Study Notes

    Scientific Method: Hypothesis Testing, Figures, Statistics

    • The first step of the scientific method is generating a hypothesis to explain an observation.
    • Distinguish the question, hypothesis, and prediction.
    • Create a graph to visualize the predicted outcome of the hypothesis.
    • Determine if the study is observational or experimental.
    • Design an observational study to test the hypothesis.
    • Identify the independent and dependent variables within the study design.
    • Explain why the study is biologically significant.
    • Determine the appropriate placement of a sentence within the Introduction section.
    • Identify and address confounding variables, noting the impact on result interpretation.
    • Clearly state the main finding from the figure.
    • Select an appropriate figure type for the data.
    • Choose the appropriate statistical analysis for the data.
    • Describe the statistical test used, clearly identifying independent and dependent variables in the methods section.
    • Write a results section that includes the effect direction and identification of independent and dependent variables.
    • State what elements are missing from the figure caption.
    • State the null hypothesis of the statistical test.
    • Determine whether to reject or fail to reject the null hypothesis based on results.
    • Properly format the results statement from the statistical test.
    • Explain the need for replication in scientific research.
    • Explain blocking in experimental design and its role in solving research problems.
    • Describe a blocked design to test a hypothesis.
    • Define Type 1 error.
    • Explain why measuring many variables on few subjects can yield statistically significant results, even if not meaningful.
    • Define "P value".

    Earthworms

    • Label the parts of an earthworm.
    • Describe how the three ecological groups of earthworms differ.
    • Explain why earthworm identity and diversity are more significant than biomass.
    • Provide 3 reasons why different plant species respond to earthworm invasion differently.
    • Explain the absence of native earthworms in Northern Minnesota.
    • Describe the earthworm life cycle.
    • Define terms related to earthworms (Hale et al.), including secondary compounds, mycorrhizae, biomass, invasive species versus exotic species.

    Practice Questions: Squirrel Behavior

    • Predict the outcome of a squirrel behavior study based on provided hypothesis.
    • Create a graph illustrating the predicted outcome.
    • Identify the study as observational.
    • Identify the independent and dependent variables (categorical or continuous).
    • Suggest a potential confounding variable and explain its impact.
    • Explain how blocking could address the confounding variable in the design.
    • Select the appropriate type of figure based on the data.
    • Describe the suitable statistical analysis for comparing flight initiation distances between urban and forest squirrels.
    • Write a methods statement describing the statistical test without using the words "independent" or "dependent."
    • Provide the results of the t-test.
    • State the null hypothesis.
    • State whether to reject or fail to reject the null hypothesis.
    • Write the results statement in the appropriate format.
    • Define "p-value" in the context of the provided p-value (0.023).
    • State a hypothesis related to ecological plant diversity and net primary production (NPP).
    • Outline an observational study to test this hypothesis, ensuring inclusion of replication.
    • Design an experiment to test the NPP hypothesis, with replication in the design.

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    Description

    This quiz explores the critical elements of the scientific method, focusing on hypothesis testing, statistical analyses, and study design. Participants will differentiate between questions, hypotheses, and predictions while learning to visualize and analyze data effectively. Gain insights into observational versus experimental studies and the significance of confounding variables in research.

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