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indicator

Retirement Income & Social Security by Gender

Retirement Income & Social Security by Gender

Description

Share of Adults Age 65 or Older with Retirement and/or Social Security Income, by Sex, 2022

Data Source

American Community Survey (ACS)

Demographics
Housing
Community Infrastructure
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Calculation Methodology

  1. 1
    Filter the dataset to include only individuals aged 65 or older using the column AGEP.
  2. 2
    Use the columns RETP and SSP to classify income groups:
  3. 3
    - Retirement Income Only: RETP > 0 and SSP = 0
  4. 4
    - Social Security Income Only: RETP = 0 and SSP > 0
  5. 5
    - Both Retirement and Social Security Income: RETP > 0 and SSP > 0
  6. 6
    - Neither Retirement nor Social Security Income: RETP = 0 and SSP = 0
  7. 7
    Filter respondents by sex using the column SEX with values 1 for male and 2 for female to create gender-specific groups.
  8. 8
    Apply the weight column PWGTP to weight each respondent's data for representativeness.
  9. 9
    Aggregate the weighted counts by SEX and income group categories to calculate the share of adults aged 65 or older in each income group by gender.
  10. 10
    Present the results as a stacked bar chart showing the distribution of income groups by sex.

Source Variables using this Indicator (18)

Visuals Using This Indicator (1)

Visual for Indicator Retirement Income & Social Security by Gender for 2022

Share of Adults Age 65 or Older with Retirement and/or Social Security Income, by Sex, 2022

View visualization

Why This Matters

Transparent methodology ensures every insight can be traced, verified, and built upon.

Reproducible Research

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Accountability

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Continuous Improvement

Transparent documentation allows for peer review, feedback, and iterative improvements to our analytical approaches.