Health Insurance & Routine Checkup Analysis

Tracking preventive healthcare indicators to guide public health strategies

TOTAL RECORDS

6,158

INSURANCE COVERAGE

58.8%

ROUTINE CHECKUPS

29.1%

Executive Summary

Key Findings

  • 58.8% insured; 41.2% uninsured
  • Coverage rates increase with employment and income levels
  • Only 29.1% undergo routine checkups
  • 94.0% do not engage in routine checkups

Implications

The findings emphasize the need for targeted interventions to enhance both insurance coverage and routine checkup participation. Expanding access and increasing awareness will directly impact public health outcomes.

Recommendations include expanding insurance coverage, launching awareness campaigns, and improving accessibility to preventive care.

Data Visualizations

Health Insurance Coverage

58.8%
Insured (58.8%)
Uninsured (41.2%)

Observation: Coverage rates increase significantly with employment and income levels.

Recommendation: Introduce employer-sponsored insurance initiatives and expand public health schemes.

Routine Checkups by Age Group

15%
18-29
28%
30-44
42%
45-59
63%
60+

Observation: Higher participation is observed among older adults (60+ years: 63.3%).

Recommendation: Launch awareness campaigns targeting younger populations.

Checkup Interval Patterns

94%
None
3.9%
Annual
1.5%
Biannual
0.6%
Quarterly

Observation: 94.0% do not engage in routine checkups, highlighting limited preventive healthcare engagement.

Recommendation: Promote annual checkups as standard practice and offer incentives for regular participation.

Checkups by Income Level

12%
Low
28%
Medium
52.6%
High

Observation: High-income groups show significantly higher participation (52.6%) in routine checkups.

Recommendation: Incentivize routine checkups for low-income groups through subsidized healthcare programs.

Strategic Recommendations

Increase Awareness

  • Develop targeted campaigns emphasizing preventive healthcare
  • Focus on younger demographics and low-income populations
  • Partner with influencers and community leaders

Improve Accessibility

  • Offer free or subsidized routine checkups
  • Establish community health programs
  • Extend clinic hours and mobile health units

Expand Insurance

  • Advocate for employer-sponsored insurance
  • Expand government-subsidized plans
  • Simplify enrollment processes

Caveats & Assumptions

Data Limitations

The dataset may not represent all population groups equally.

Self-Reported Bias

Routine checkup and income data may contain inaccuracies.

Temporal Context

Results reflect a specific period and may not capture recent trends.

Unmeasured Variables

Factors like regional healthcare access and cultural norms are not included.

Appendix

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