5 sources of misleading statistics - Search
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    Geckoboard
    https://www.geckoboard.com › blog › sources-of-misleading-statistics

    5 sources of misleading statistics (& how they can …

    • Misleading statistics are data points or sets that lead readers to believe something that isn’t true. There are three main stages in the data analysis process where issues can occur: 1. Collection:… See more

    Source #1: A Small Sample Size

    Collecting data from too small a group can skew your survey and test results. Small samples underrepresent your target audience. They can lead to misleading statistics th… See more

    Geckoboard
    Source #2: Leading Survey Questions

    The way you word survey questions can also be a source of misleading statistics. A recent UK study shows that the way you phrase a question directly affects how a person ans… See more

    Geckoboard
    Source #3: Confirmation Bias

    Confirmation bias is when you have a set result you want or expect to see, so you look at only data that affirms your belief. Companies are most susceptible to this phenomen… See more

    Geckoboard
    How do you identify and avoid misleading statistics?
    To identify and avoid misleading statistics, be vigilant when evaluating data visualizations or reports. Scrutinize the data source, methodology, and potential biases of the researcher or organization behind the data. Additionally, assess the sample size and its representativeness of the target population.
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