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Birth Rates

GregorSchroeder edited this page Jan 12, 2024 · 18 revisions

1 Overview

Crude birth rates are calculated within race and single year of age, restricted to females aged 15-44, for each increment from the base year up to the launch year.

  • TBD - Utility to grow/decay birth rates to meet horizon year expectations.

2 Input Datasets

3 Methods

  • Birth rates are calculated using CDC WONDER Natality births for 5-year age groups ranging from ages 15 to 44 setting "Suppressed" raw births (values < 10) to values of 4.5 and dividing the raw births by three, as 3-years of births are always from CDC WONDER.
  • Births are merged with the population (aggregated to 5-year age groups), inflated to account for the % of births attributed to "unknown" race/ethnicity groups, and then QC'ed to ensure no race or 5-year age group contains 0 births or births greater than the total population within the category. Note that no inflation factor is made to account for births assigned to under 15 or 45+ age groups that are excluded.
  • Crude birth rates are then calculated simply as births divided population within race and 5-year age groups and assigned back to single year of age groups.

Table 1: CDC WONDER Exports

Pre-2018, the Non-Hispanic Native Hawaiian or Other Pacific Islander and Non-Hispanic More than one race categories do not exist (in 2016 the natality-expanded-current becomes available so 2018 is the first year 3-years of births are available). Therefore, average birth rates across all race/ethnicity groups are assigned to these categories. Note that the Non-Hispanic Asian birth rate is likely inflated (due to including Non-Hispanic Native Hawaiian or Other Pacific Islander births) as are all other Non-Hispanic race/ethnicity groups (due to including Non-Hispanic More than one race births).

Increment Year Race/Ethnicity File
2010-2017 Hispanic Hispanic or Latino; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2010-2017 White alone Non-Hispanic White; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2010-2017 Black or African American alone Non-Hispanic Black or African American; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2010-2017 American Indian or Alaska Native alone Non-Hispanic American Indian or Alaska Native; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2010-2017 Asian Non-Hispanic Asian or Pacific Islander; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2010-2017 Native Hawaiian or Other Pacific Islander alone None
2010-2017 Two or More Races None
2010-2017 Missing Ethnicity Missing Ethnicity All Race; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2010-2017 Missing Race All Ethnicity Missing Race; natality-current; (2008-2015)-(2010-2017); San Diego County.txt
2018-2022 Hispanic Hispanic or Latino; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 White alone Non-Hispanic White; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 Black or African American alone Non-Hispanic Black or African American; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 American Indian or Alaska Native alone Non-Hispanic American Indian or Alaska Native; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 Asian alone Non-Hispanic Asian; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 Native Hawaiian or Other Pacific Islander alone Non-Hispanic Native Hawaiian or Other Pacific Islander; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 Two or More Races Non-Hispanic More than one race; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 Missing Ethnicity Missing Ethnicity All Race; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt
2018-2022 Missing Race All Ethnicity Missing Race; natality-expanded-current; (2016-2020)-(2018-2022); San Diego County.txt

4 Repository Location

The main classes, methods, and utilities associated with creating crude birth rates are contained in python/input_modules/birth_rates.py