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  • 2025 Technical Appendix

2025 Technical Appendix

For chronic conditions, non-communicable diseases, behavioral health, and preventive health, we used data from the 2023 Behavioral Risk Factor Surveillance System (BRFSS). Of note, the BRFSS 2023 provides data on all U.S. states and DC, except Kentucky and Pennsylvania. For pediatric health, we used data from the National Survey of Children’s Health (NSCH). We pooled data from the 2021, 2022, and 2023 waves of the NSCH for analysis. For health insurance coverage, we used data from the 2023 American Community Survey (ACS) 1-Year PUMS data. Data on sexually transmitted infections and HIV came from the Centers for Disease Control and Prevention’s Sexually Transmitted Infections Surveillance, 2023, and HIV Surveillance Report 2024, respectively. The source of drug use data was Substance Abuse and Mental Health Services Administration’s National Survey on Drug Use and Health (NSDUH), 2021 and 2022. Lastly, data on suicides were from the Web-based Injury Statistics Query and Reporting System (WISQARS) National Violent Death Reporting System (NVDRS), 2021.

Note: Estimates of drug use, suicides, HIV, chlamydia, gonorrhea, and syphilis were based on rates obtained from their respective reporting agencies.

Sociodemographic domains

Race/ethnicity: White, Black, and Asian refer to self-identified non-Hispanic White, non-Hispanic Black, and non-Hispanic Asian respectively. The “other” category includes American Indian, Native Hawaiian/Pacific Islander, multiracial and other.

Residence: The BRFSS reports whether the respondent resides in an urban or a rural county. Urban refers to large central-, large fringe-, medium-, or small- metropolitan, and micropolitan counties. Rural refers to noncore counties. Rural/urban determination was not available in the NSCH and ACS 1-Year data.

Household income: BRFSS reports household income in 11 categories as follows: i) < $10,000, ii) $10,000 to < $15,000, iii) $15,000 to < $20,000, iv) $20,000 to < $25,000, v) $25,000 to < $35,000, vi) $35,000 to < $50,000, vii) $50,000 to < $75,000, viii) $75,000 to < $100,000, ix) $100,000 to < $150,000, x) $150,000 to < $200,000, and xi) $200,000 or more. The percentage of income in relation to the federal poverty level (FPL) was determined as follows: Suppose a respondent’s household income was reported as $20,000 to $24,999. The midpoint of this category, $22,500, was considered as the imputed income level.1 The family size was determined by adding the number of children and number of adults in the household. For a family size of four (for example, two children and two adults), the federal poverty level threshold in 2023 was $30,000 (except for Alaska and Hawaii). The income to poverty level ratio for this household would be ($22,500/$30,000) × 100% or 75.00%. Of note, midpoint for the top income category, i.e., income ≥ $200,000, was assumed to be $225,000.

Prevalence estimation

Prevalence rates were estimated using complex survey weights of the BRFSS, NSCH, and ACS. The differences between “Georgia and rest of US” and “Georgia and rest of the Southeast region” were assessed using survey-weight adjusted Wald tests. The level of significance was set at 5% level.

Prevalence trend

Three-year moving average estimates were used to produce trend graph for their respective conditions. For example, the data point for 2019 in the trend graph is the average of prevalence rates in 2017, 2018, and 2019. Similarly, the data point for 2023 in the trend graph is the average of prevalence rates in 2021, 2022, and 2023. For hypertension, high cholesterol, and physical activity for which data are available every other year, the prevalence rate for the missing year was imputed by taking the average of the preceding and succeeding years. For example, the prevalence rate of 2018 was imputed by averaging the prevalence rates of 2017 and 2019.

Distribution by State

In the distribution chart, state level prevalence rates are presented in descending order. Along with Georgia, the neighboring five states (Alabama, Florida, North Carolina, South Carolina, and Tennessee) were highlighted.

Georgia Ranking Trends

For each year since 2011 (depending on data availability), states were ranked (in descending order) by prevalence rates for respective conditions. The ranking of Georgia for each year from 2011 to 2023 (as appropriate) are presented in the ranking trend chart.

Current rate as percentage of pre-COVID rate

For each state, the current prevalence rate (i.e., of 2023) was expressed as a percentage of pre-COVID rate (i.e., of 2019). Georgia and the neighboring five states (Alabama, Florida, North Carolina, South Carolina, and Tennessee) were highlighted.

Prevalence rate data

Condition

Georgia

Southeast

USA

Asthma

9.31

9.42

9.74

Cancer

7.10

8.67

7.94

CVD

8.56

10.53

8.68

COPD

6.17

7.58

6.19

Diabetes

12.73

13.52

11.99

Flu vaccination

36.97

39.24

42.27

Skin Cancer

5.26

6.63

5.41

Heavy Drinking

5.49

5.95

5.74

High Cholesterol

31.55

33.21

31.47

Hypertension

35.66

38.36

34.35

Long COVID

7.32

7.43

7.12

Cigarette Smoking

12.03

12.82

11.42

Mental Health

15.60

16.16

15.56

Multimorbidity

49.69

53.65

50.11

Obesity

35.00

34.76

32.76

Physical Activity

29.59

28.93

29.97

Vaping

7.65

8.32

7.44

Child Nutritious Meal Access

68.89

65.70

69.10

Child Obesity

14.87

17.10

16.30

Child Asthma

8.07

6.90

6.60

Child Breastfeeding

45.31

42.20

49.50

Child Unmet Medical Care

3.72

3.50

3.50

Child 3+ ACE Exposure

6.89

7.10

6.20

Insurance Coverage - Adult

86.39

89.39

91.09

Insurance coverage - Child

94.04

94.47

94.81

Opioid Use 

3.40

3.52

3.41

Methamphetamine Use

0.88

1.04

1.04

Suicide*

7.90

8.04

6.83

Suicide - firearm related*

5.33

5.46

3.83

HIV*

779.70

535.12

437.90

Chlamydia*

646.40

559.46

492.23

Gonorrhea*

274.80

213.94

179.56

Syp

75.30

69.35

62.48

*per 100,000 people

1Hest R. Four Methods for Calculating Income as a Percent of the Federal Poverty Guideline (FPG) in the Behavioral Risk Factor Surveillance System (BRFSS). State Health Access Data Assistance Center. 2019 May.

Sample size - 2025

Our sample size for respective topics are as follows:

 

Georgia

Southeast

USA

Data Source

Asthma

8,198

71,458

423,424

BRFSS 2023

Cancer

8,177

71,343

422,787

CVD

8,219

71,679

424,811

COPD

8,194

71,377

423,071

Diabetes

8,207

71,562

424,145

Flu vaccination

7,432

66,299

394,188

Skin Cancer

8,163

71,198

422,205

Heavy Drinking

7,403

65,884

392,708

High Cholesterol

8,158

71,158

421,878

Hypertension

8,186

71,441

423,200

Long COVID

8,186

71,441

423,200

Cigarette Smoking

7,637

67,708

402,297

Mental Health

8,069

70,294

417,116

Multimorbidity

8,227

71,743

425,106

Obesity

7,373

65,356

385,028

Physical Activity

6,847

59,852

356,045

Flu Shot

7,432

66,299

394,188

Vaping

7,608

67,644

402,105

Child Nutritious Meal Access

3,783

32,557

155,856

NSCH 2021-2023

Child Obesity

1,748

13,731

66,224

Child Asthma

3,865

33,310

158,837

Child Breastfeeding

1,238

11,975

55,156

Child Unmet Medical Care

3,871

33,453

159,441

Child 3+ ACE Exposure

3,898

33,614

160,157

Insurance Coverage - Adult

89,336

722,964

2,765,524

ACS 2023

Insurance coverage - Child

21,690

159,047

640,285

 

Note: Estimates of drug use, suicide, HIV, chlamydia, gonorrhea, and syphilis were based on rates obtained from the respective reporting agencies.

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