Research Analytics Toolkit

Demo Data

Advanced statistical analysis and community data collection tools for researchers and policymakers. Includes cohort analysis, composite disparity indices, cross-tabulation with privacy protections, bilingual community surveys, and research-grade data export.

Generational Cohort Analysis

Comparing outcomes across refugee generational cohorts reveals how the Lao community's experience transforms across generations. 1st generation (arrived 1975-2000) shows markedly different patterns from US-born 2nd and 3rd generations.

Source: Census ACS 2020-2024, Community Survey 2025 · Lao Community Data Portal

1st Gen

n = 420

Income$38,000
College25%
Health Access35%

1.5 Gen

n = 180

Income$48,000
College45%
Health Access55%

2nd Gen

n = 480

Income$58,000
College72%
Health Access72%

3rd Gen

n = 120

Income$65,000
College80%
Health Access78%

Statistical Significance

ANOVA test across generational cohorts: F = 12.47, p < 0.001. The between-group differences in income, education, and health access are statistically significant, confirming that generational status is a key predictor of outcomes.