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    Methodology

    Data sources The data in this report are derived from the decennial census and the American Community Survey (ACS), both conducted by the U.S. Census Bureau. The decennial census (long form) is the source for the data for 1970 (1% Metro forms 1 and 2 sample), 1980 (5% state sample), 1990 (5% state sample) and […]

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    Methodology

    This report is based on two separate surveys conducted on Pew Research Center’s American Trends Panel. The ATP is a nationally representative panel of randomly selected U.S. adults recruited from landline and cellphone random-digit-dial surveys. Panelists participate via monthly self-administered web surveys. Panelists who do not have internet access are provided with a tablet and […]

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    Income Inequality in the U.S. Is Rising Most Rapidly Among Asians

    The gap in the standard of living between Asians near the top and the bottom of the income ladder nearly doubled from 1970 to
    2016. Amid rising inequality overall, Asians displaced blacks as the most economically divided major U.S. racial or ethnic group.

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    Methodology

    The estimates presented in this report supersede all previously published Pew Research Center estimates. Although this report draws largely on U.S. Census Bureau data, our estimates will not generally agree exactly with those published by the Census Bureau because we include adjustments for survey omissions and corrections for various types of survey errors and anomalies. […]

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    3. Improvements ahead: How humans and AI might evolve together in the next decade

    Other questions to the experts in this canvassing invited their views on the hopeful things that will occur in the next decade and for examples of specific applications that might emerge. What will human-technology co-evolution look like by 2030? Participants in this canvassing expect the rate of change to fall in a range anywhere from […]

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    1. Concerns about human agency, evolution and survival

    A clear majority of the responses from these experts contained material outlining certain challenges, fears or concerns about the AI-infused future. The five most-often mentioned concerns were: 1) the use of AI reduces individuals’ control over their lives; 2) surveillance and data systems designed primarily for efficiency, profit and control are inherently dangerous; 3) displacement […]

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    Appendix B: Synthetic population dataset

    Several of the adjustment approaches used in this study require a dataset that is highly representative of the U.S. adult population. This dataset essentially serves as a reference for making the survey at hand (e.g., the online opt-in samples) more representative. When selecting a population dataset, researchers typically use a large, federal benchmark dataset such […]

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