OpenSciEd 8.1 Flashcard AI generated

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Experimental Design

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It's the process of planning and conducting a scientific experiment to answer a research question.

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Why is a control group important in an experiment?

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It provides a baseline for comparison.

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What are the types of data collection methods?

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surveys, interviews, observations, experiments, secondary data analysis

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How can you ensure data accuracy?

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By double-checking, using standardized methods, training collectors, and using technology.

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What is data analysis and its importance?

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Process of inspecting, cleaning, transforming, and modeling data to discover useful information, draw conclusions, and support decision-making.

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What are common data analysis techniques?

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Descriptive statistics, data visualization, hypothesis testing, regression analysis, machine learning algorithms.

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How can you interpret experiment results?

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By analyzing data, identifying patterns, and drawing conclusions based on evidence.

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Why is communication important in scientific research?

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To share knowledge and promote transparency.

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What are effective ways to communicate scientific findings?

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Peer-reviewed publications, conferences, presentations, data visualization, and media outlets.

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Why is clear and concise language important in communicating scientific findings?

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Clear and concise language ensures effective communication.