West HealthGallupMosaic
West Health mosaic Logo
indicator

Cognitive Difficulty by Age

Cognitive Difficulty by Age

Description

Share of Older Adults Reporting Serious Difficulty Concentrating, Remembering, or Making Decisions, by Age and Living Alone, 2024

Data Source

American Community Survey (ACS)

Demographics
Housing
Community Infrastructure

Calculation Methodology

  1. 1
    Select respondents aged 50 and older using the AGEP column with a filter condition AGEP >= 50.
  2. 2
    Derive age groups from the AGEP column using bins: 50-59, 60-69, 70-79, and 80+, corresponding to labels 50-59, 60-69, 70-79, and 80+.
  3. 3
    Use the COGNITIVE_DIFFICULTIES column to identify levels of difficulty concentrating, remembering, or making decisions, excluding the category Unspecified.
  4. 4
    Apply the weight column PWGTP to weight each respondent's data.
  5. 5
    Aggregate weighted data by STATE and age group categories to calculate the share of older adults reporting serious cognitive difficulty.
  6. 6
    Present results as a stacked bar chart showing the distribution of cognitive difficulty by age group and living arrangement.

Source Variables using this Indicator (19)

Visuals Using This Indicator (1)

Visual for Indicator Cognitive Difficulty by Age for 2024

Share of Older Adults Reporting Serious Difficulty Concentrating, Remembering, or Making Decisions, by Age and Living Alone, 2024

View visualization

Why This Matters

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

Reproducible Research

Every calculation can be traced back to its source. Our methodology documentation enables researchers to replicate findings and build upon our work.

Accountability

Clear attribution and citation requirements ensure proper credit to data providers and maintain research integrity.

Continuous Improvement

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