Numbers, Facts and Trends Shaping Your World

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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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    2. Reducing bias on benchmarks

    To understand the relative merits of alternative adjustment procedures, each was assessed on its effectiveness at reducing bias for 24 different benchmarks drawn from high-quality, “gold-standard” surveys. These benchmarks cover a range of topics including civic and political engagement (both difficult topics for surveys in general), technology use, personal finances, household composition and other personal […]

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    1. Demographic portrait of Muslim Americans

    Muslim Americans are a diverse and growing population, currently estimated at 3.45 million people of all ages, including 2.15 million adults (see below for an explanation of this estimate). The U.S. Muslim community is made up heavily of immigrants and the children of immigrants from around the world. On average, Muslim Americans are considerably younger […]

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