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Regional Health and Education Disparities: A Comparative Analysis of Mid Atlantic and New England Cities

November 15, 2023
Senator Amanda
Senator Amanda
🇺🇸 United States
Statistical Analysis
Senator Amanda, an expert in statistical analysis at StatisticsAssignmentHelp.com, holds a Master's Degree in Statistics from University of Central Florida, providing assignment help for statistical analysis.
Key Topics
  • Problem Description:
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Statistics is all about finding patterns and answering questions. Cultivate curiosity, and don’t hesitate to ask questions about what your data might be hiding or what might be influencing it.
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A recent report highlights that AI-based learning technologies will increasingly drive personalized education in 2024, allowing students to follow customized learning paths and access real-time performance data to enhance their academic success.

In our study, we delve into vital indicators that paint a clear picture of two distinct regions in the United States. Our detailed analysis of infant mortality rates, high school non-completion, drug overdose, and suicide statistics reveals compelling disparities. These findings offer valuable insights for policymakers and researchers as they seek to address the complex issues surrounding health and education in these regions, ultimately contributing to the betterment of these communities.

Problem Description:

In this statistical analysis assignment, we analyze and compare key health indicators for two regions of the United States: Mid-Atlantic cities and New England cities. Specifically, we investigate rates of infant mortality, high school non-completion, drug overdose, and suicide for each region. By examining these statistics, we aim to gain insights into the health and educational outcomes of these areas.

Mid Atlantic Cities

Table 1. Descriptive Statistics of the Rate of Infant Mortality for Mid-Atlantic Cities

StatisticRate of Infant Mortality
Mean5.72
Standard Error0.77
Median5.09
Standard Deviation1.34
Range2.44
Minimum4.81
Maximum7.25
Count3

Table 2. Descriptive Statistics of High School Non-Completion for Mid-Atlantic Cities

StatisticsHS Non-Completion
Mean19
Standard Error2
Median17
Standard Deviation3.46
Range6
Minimum17
Maximum23
Count3

Table 3. Descriptive Statistics of Rate of Drug Overdose for Mid-Atlantic Cities

StatisticsRate of Drug Overdose
Mean26.37
Standard Error5.96
Median23.2
Standard Deviation10.32
Range19.9
Minimum18
Maximum37.9
Count3

Table 4. Descriptive Statistics of Rate of Suicide for Mid-Atlantic Cities

StatisticsRate of Suicide
Mean10
Standard Error2.36
Median8.1
Standard Deviation4.1
Range7.5
Minimum7.2
Maximum14.7
Count3

New England Cities

Table 5. Descriptive Statistics of the Rate of Infant Mortality for New England Cities

StatisticsRate of Infant Mortality
Mean5.05
Standard Error0.47
Median4.855
Standard Deviation1.15
Range3.11
Minimum3.96
Maximum7.07
Count6

Table 6. Descriptive Statistics of High School Non-Completion for New England Cities

StatisticsHS Non-Completion
Mean16.67
Standard Error1.43
Median16.5
Standard Deviation3.5
Range10.00
Minimum13.00
Maximum23.00
Count6

Table 7. Descriptive Statistics of Rate of Drug Overdose for New England Cities

StatisticsRate of Drug Overdose
Mean30.18
Standard Error2.31
Median29.75
Standard Deviation5.65
Range16.80
Minimum22.20
Maximum39.00
Count6

Table 8. Descriptive Statistics of Rate of Suicide for New England Cities

StatisticsRate of Suicide
Mean13.42
Standard Error1.56
Median13.55
Standard Deviation3.82
Range8.50
Minimum8.80
Maximum17.30
Count6

This comparative analysis provides valuable insights into the health and education disparities between Mid-Atlantic and New England cities. It's important for policymakers and researchers to consider these statistics when addressing regional health and education issues.

Comparative Analysis 

Table 9. Comparing Means for Mid-Atlantic and New England Cities

GroupRate of Infant MortalityHS Non-CompletionRate of Drug OverdoseRate of Suicide
Mid-Atlantic5.721926.3710
New England5.0516.6730.1813.42

Table 10. Comparing Standard Deviations for Mid-Atlantic and New England Cities

GroupRate of Infant MortalityHS Non-CompletionRate of Drug OverdoseRate of Suicide
Mid-Atlantic1.343.4610.324.1
New England1.153.55.653.82

Table 11. Comparing Ranges for Mid-Atlantic and New England Cities

GroupRate of Infant MortalityHS Non-CompletionRate of Drug OverdoseRate of Suicide
Mid-Atlantic2.44619.97.5
New England3.111016.88.5

Table 12. Confidence Intervals for the Means of Mid-Atlantic Cities (68% Confidence Interval)

Rate of Infant MortalityHS Non-CompletionRate of Drug OverdoseRate of Suicide
Lower Limit4.70616.37718.551
Upper Limit6.72821.62334.182

Table 13. Confidence Intervals for the Means of New England Cities (68% Confidence Interval)

Rate of Infant Mortality HS Non-CompletionRate of Drug OverdoseRate of Suicide
Lower Limit4.53615.08927.637
Upper Limit5.57018.24532.730

This comparative analysis provides valuable insights into the health and education disparities between Mid-Atlantic and New England cities. It's important for policymakers and researchers to consider these statistics when addressing regional health and education issues.

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