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The Prevention Atlas

DT · Data Mapping and Ethics

Data Mapping and Ethics

Data Mapping and Ethics: the entries in this section.

How prevention travels

  1. Family under stress
  2. Screening and data
  3. Prevention program
  4. Harm never occurs
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  • 1section
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DT · Entries

Entries

3 earlier entries in this section.

Data Mapping and Ethics

What NCANDS Is and How It Counts Maltreatment

What NCANDS is, who feeds it, why two states can report very different numbers, and how its yearly Child Maltreatment series becomes the national count.

5min

  • Learning From an Open Data Meeting

    A look inside a 2019 open meeting on child welfare data, who showed up, what tools were demoed and why openness still matters for families and researchers.

    5 min readData Mapping and Ethics

  • Mapping a City's Prevention Spending

    Breaking down a city's map of prevention dollars, gaps in reach, and what leaders changed after seeing where help actually lands across neighborhoods.

    6 min readData Mapping and Ethics

  • Weighing Data Prediction and Fairness

    How predictive tools sort families by risk, where bias creeps in, and what ethical review, consent and oversight should require in practice today.

    7 min readData Mapping and Ethics

DT

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