This study examined the impact of government assistance programs on HIV testing rates among poor adults in the United States. The study found that participation in public assistance programs, especially Medicaid and human services programs, was associated with higher rates of HIV testing compared to poor adults not enrolled in these programs. However, testing rates still did not meet the 90% target proposed in the Ending the HIV Epidemic plan. The results suggest that public assistance programs can help HIV prevention efforts but need to be strengthened, through continued funding and integration into national strategies, to improve testing among vulnerable groups.
The Role of Government-Funded Assistance Programs on HIV Testing among Poor Adults in the US
1. November 5,
2019
2019 APHA - Philadelphia,
PA
Session 4037.0: Politics of
HIV Prevention and Care
The Role of Government-Funded
Assistance Programs on HIV Testing
among Poor Adults in the US:
Findings from the National Health
Interview Survey 2016-2018
Emeka Oraka; Iddrisu Abdallah; Tamara Carree; Peter Dakutis;
Fengjue Shu; Nixon Arauz
1ICF
*No conflicts of interest to disclose
2. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
HIV in Economically Challenged Communities
More than 1.1 million Americans are currently living with HIV and even
more at risk
Nearly 40% of PLWH do not know they have HIV or know but are not in care account
for 80% of new diagnoses
Within communities hardest hit by HIV infection, impoverished
neighborhoods are more affected than affluent areas
3rd leading cause of death among Black men and women between ages 35 and 44
4th leading cause of death among Latinos of the same age group
Nearly half of all people living with HIV residing in ten metropolitan areas
2
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
3. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Health Disparities Framework for HIV Infection
Social-
Economic
Status (SES)
Education
Occupation
Income
Social Capital
Psychological
Influences
Negative
Expectations
Lack of
Resilience
Perceived
Discrimination
Adverse Health
Behaviors
HIV Health
Outcomes
Mortality
Disease
Trajectory
Comorbidities
10/29/2019
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
3
4. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Ending the HIV Epidemic: A Plan for America
(EHE)
National plan for reducing the number of new HIV infections by 90% by
2030
Calls for increasing investments in programs that serve economically
disadvantaged persons at risk of getting HIV
HIV screening is the most important step to accomplishing the EHE goals
Despite higher testing rates, socioeconomically disadvantaged are among
the hardest-to-reach populations in need of HIV treatment and care
4
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
5. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
US Government-Funded Assistance Programs
Government-funded/Public assistance programs may play an important
role in HIV prevention
In 2016, 52% of people ages 18 or older in the US resided in households in
which one or more persons received benefits
Most common assistance programs include:
Medicaid
Supplemental Nutrition Assistance Program (SNAP)
Human Services (housing assistance, job training/placement, childcare,
transportation)
Temporary Assistance for Needy Families (TANF)
5
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
6. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Public Assistance Beneficiaries
Overlap between population of public assistance beneficiaries and
population at-risk for HIV infection
Population of beneficiaries is mostly comprised of:
Children under age 18
Minority groups (mainly African American and Hispanic)
Female heads of household
Non-high school graduates
The unemployed
6
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
7. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Study Objectives and Rationale
Study Objectives:
–Government-funded assistance programs provide
services to low-income communities and may play an
important role in preventing the spread of HIV
–Our objective was to assess the impact of government
funded assistance programs on HIV testing among poor
adults in the US
Rationale:
–Study findings can support future HIV prevention efforts
that support the goals of the EHE
7
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
8. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
National Health Interview Survey (NHIS)
One of the major data collection programs of the
National Center for Health Statistics (NCHS)
Used to monitor trends in illness and track progress
toward achieving national health objectives
Data collected annually from a nationally
representative sample of US residents
8
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
9. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Analysis Methods – Study Sample
Respondents [N = 61,654 (72.4%) out of 85,187 respondents]
Adults (18-64) living in households in the United States
Non-institutionalized
Sub-analysis restricted to adults living in poverty according to standards
set by Census Bureau
–Poor (< 100% US Federal Poverty Threshold [FPL])
–Near Poor (100% - 250% FPL)
–Not Poor (> 250% FPL)
Average response rate from 2016–2018: 54%
9
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
10. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Analysis Methods – Classifying Public
Assistance Enrollment
Survey Participants provided yes/no responses when asked if
they were a beneficiary of any of the following publicly-
provided programs:
Medicaid
Human Services (e.g. job-placement/training, transportation, or childcare)
Temporary Assistance for Needy Families (TANF)
Respondents who answered “Yes” were coded as being a
beneficiary of the respective program
A composite variable of “Any Public Assistance” used to classify respondents receiving
benefits from 1 or more programs
10
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
11. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Independent Variables
11
Age
18 – 29; 30 – 49; 50 – 64
Race/Ethnicity
Hispanic; Non-Hispanic White; Non-Hispanic
Black; Non-Hispanic Other Race
Education Level
< High School; High School Graduate; Some
College; College Graduate or More
Sexual Identity
Gay/Bisexual; Straight
Gender
Male; Female
Marital Status
Married; Not Married
Region
Northeast; Midwest; South; West
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
12. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Statistical Analysis
Outcome variable
Ever tested for HIV, not including blood donation (Yes/No)
Multivariable logistic regression model design
Yielded adjusted prevalence ratios (aPR) and 95% confidence
intervals (CI)
Assessed associations of receiving government assistance with
ever tested for HIV as outcome
12
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
13. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
HIV Testing Prevalence And Associated
Factors
47% of US adults 18 years to 64 have ever tested for HIV
13% were living in poverty of those 50% have ever tested
Government-Funded Assistance Programs Enrollment
–Medicaid: 44%; Human Services (e.g. job-placement/training, transportation,
or childcare): 3%; Temporary Assistance for Needy Families (TANF): 4%;
Any Assistance: 45%
13
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
14. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
HIV Testing Prevalence by Poverty Level
10/29/2019 14
50%
49%
46%
40
42
44
46
48
50
52
54
Ever Tested for HIV
Prevalence(%)
Prevalence of US adults aged 18 - 64 ever tested for HIV by
poverty level: National Health Interview Survey 2016-2018
Poor (< 100%FPL) Near Poor (100% - 250%FPL) Not Poor (>250% FPL)
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
15. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
HIV Testing Prevalence by Selected Government Assistance
Program
10/29/2019 15
58% 58%
65% 67%
43% 44%
50% 49%
0
10
20
30
40
50
60
70
80
Any Public Assistance Medicaid Human Services TANF/Welfare
Prevalence%
Prevalence of ever testing for HIV among various forms of
government assistance received by US adults living in poverty;
National Health Interview Survey 2016 - 2018
Receives Govt
Assistance and
Tested for HIV
Does not Receive
Govt Assistance
and Tested for HIV
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
16. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Summary of Results
Study findings highlight the impact of public assistance
programs on HIV prevention efforts
Beneficiaries tend to test more than those who are not
regardless of program
Despite elevated testing rates, program beneficiaries were
still not testing at the 90% threshold proposed by the EHE
16
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
17. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Summary of Results (cont.)
Differences in HIV testing rates among public assistance
programs highlight pathways to improve HIV prevention
efforts among historically hard-to-reach populations
African American women
The homeless or those with transient housing
Young African American men who have sex with men
Elevated testing among Human Services beneficiaries
indicates possible direct and indirect benefits of public
assistance programs on enrollees.
Pathways to improved health outcomes warrant further study
17
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
18. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Public Health and Policy Implications
Federal funding for public assistance programs is vital in
order to achieve the objectives of the EHE
Continued research needed to understand how program
enrollment results in higher likelihood of testing and how this
association can be improved
Some factors that may increase testing include perinatal
services, Medicaid expansion, and provider incentives
18
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
19. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Limitations
19
Potential recall bias
Unable to account for duration of time that respondents
received government assistance or behaviors that may
increase risk of HIV
Unable to determine causal pathway of association due to
cross-sectional data
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
20. ICF proprietary and confidential. Do not copy, distribute, or disclose.ICF proprietary and confidential. Do not copy, distribute, or disclose.
Discussion
Public assistance programs may have unintended benefits
that impact other dimensions of health
Proposed federal budget cuts for safety net programs are
counter-productive to current and proposed HIV prevention
efforts
Public assistance programs should be funded at full capacity
and incorporated into future EHE efforts
20
The Role of Government-Funded Assistance Programs and HIV Testing Among Poor US Adults
Greetings to session attendees…
My name is Emeka Oraka, and I am a Health Data Analyst with ICF, a consulting company that works with government, non-profit, and private agencies in several fields including public health.
I have no conflicts of interest to disclose.
Paraphrase title, and without further adieu, let’s get into the discussion!
An estimated 1.1 million people in the US are living with HIV including over 160,000 people who are unaware of their status.
Approximately 40% of PLWH don’t know they have it, are not in care, and account for 80% of new infections
The U.S. HIV epidemic is concentrated in distinct geographical regions, with most affected Americans either living in urban centers of the east and west coasts or in major cities and small towns throughout the south. Within the cities hit hardest by HIV infection, impoverished neighborhoods are far more affected than more affluent areas.
HIV is the third leading cause of death among Black men and women between ages 35 and 44, and the fourth leading cause of death among Latinos of the same age group.
HIV remains a mostly urban disease in the United States, with nearly half of all people living with HIV residing in ten metropolitan areas
Adler and Stewart, et al (2010) offered a framework to explain the major pathways by which Socioeconomic Status (SES) can influence health.
In summary, social-economic position and personal characteristics influence each other as well as moderate the relationship between environmental resources and constraints, such as social capital, minority stress and stigma, and psychological influences including depression and trauma.
Psychological influences affect other social-structural and individual-level factors, namely access to care, health behaviors and psychoimmunology which can lead to a higher rate of mortality and spread of disease.
Recently, the White House announced its goal to end the HIV epidemic in the US through a proposed plan calling for a 90% reduction in HIV infections by 2030
The plan also calls for increasing investments in programs that serve economically disadvantaged people who are at risk of being infected with HIV
HIV testing is the first and most important step to prevention. Other steps which include treating, protecting those at risk, and responding quickly to outbreaks are the 4 key strategies cannot happen without knowledge of serostatus
Although testing in low-income communities has historically been higher than more affluent communities, those of low SES remain the hardest population to reach in need of HIV treatment and care
Government-funded assistance programs (moving forward referred to as public assistance programs) may play an important role in HIV prevention
In 2016, an estimated 52% of US residents ages 18 or older resided in households in which one or more persons received benefits
The most common assistance programs include Medicaid, SNAP (Supplemental Nutrition Assistance Program); Human Services programs; and TANF (Temporary Assistance for Needy Families)
There is a clear overlap between the population of public assistance beneficiaries and those at elevated risk for HIV infection
The population of public assistance beneficiaries is mostly comprised of:
Children under age 18
Minorities (especially African Americans and Hispanics)
Female heads of households
And people with low SES (Non-high school graduates and the unemployed
Paraphrase study objectives and rationale using own words for more authentic audience engagement.
Secondary data analysis was conducted from data collected through the National Health Interview Survey
The NHIS is one of the major data collection programs for the National Center for Health Statistics and is used to monitor trends in illness and progress toward achieving national health objectives
Data collected annually from a nationally representative sample of US residents
Analyses were limited to non-institutionalized respondents ages 18 to 64
Sub-analyses were restricted to adults living in poverty as defined by the US Census Bureau
In total, over 61,000 respondents were included in the analysis
Enrollment in a public assistance program was determined by whether survey participants reported being a beneficiary or living in the same household of a beneficiary of:
Medicaid
Human Services (e.g. job-placement/training, transportation, or childcare)
Temporary Assistance for Needy Families (TANF)
Respondents who answered “Yes” to any of these questions were coded as being a beneficiary of that respective program
We created a composite variable called “Any Public Assistance” to describe respondents who receive benefits from one or more programs
<Briefly list study covariates (age, gender, race/ethnicity, marital status, education, sexual identity, and region of residence)>
Due to the limits of the NHIS, these are the only demographic variables available that are associated with HIV testing analyses .
The outcome of interest was ever testing for HIV.
Prevalence and prevalence ratios calculated from multivariable logistic regression models were used to determine the correlates of ever testing for HIV and enrollment in any of the following public assistance program: 1) Medicaid; 2) Human Services (e.g. job-placement/training, transportation, or childcare) ; or 3) Temporary Assistance for Needy Families (TANF).
According analysis results, an estimated 47% of US adults 18 to 64 years of age have ever tested for HIV
In comparison, of the 13% of US adults living in poverty, approximately 50% have ever tested for HIV
44% of US adults living in poverty were Medicaid beneficiaries, 3% were Human Services beneficiaries, and 4% were TANF beneficiaries.
45% of US adults living in poverty were beneficiaries of at least on public assistance program
{Orient audience to the slide}
The prevalence of ever testing for HIV by poverty level are displayed on this slide
{CLICK for animation]
The prevalence of HIV testing was significantly higher among US adults living in poverty
These estimates correspond to what has been previously published in corresponding literature
Orient audience to the slide
The prevalence of ever testing for HIV among public assistance beneficiaries living in poverty are displayed on this slide.
{CLICK For animation}
In summary, The prevalence of ever testing for HIV was significantly higher among recipients of any public assistance compared to poor adults who were not receiving any assistance (58% vs 43%).
When stratified by individual program, The prevalence of ever testing for HIV was significantly higher among recipients of Medicaid (58% vs 44%), Human Services (65% vs 50%), and TANF (67% vs 49%).
After adjusting for significant socio-demographic covariates, public assistance beneficiaries were 28% more likely to ever test for HIV than poor adults who were non-beneficiaries.
A summary of the results indicate that public assistance programs have direct impact on HIV testing among those at highest risk for infection and provide statistically-reliable, nationally representative estimates to highlight the impact of those programs as an integral part of HIV prevention.
Simply stated, public assistance enrollment increases the likelihood of HIV testing regardless of selected programs of this study
However, despite these elevated testing rates, program beneficiaries are still not testing at the 90% threshold proposed by the Ending the Epidemic Initiative
Differences in HIV testing rates among public assistance programs highlight pathways to improve HIV prevention efforts among historically hard-to-reach population. These populations include African American women, the homeless or those transient housing, and young African American men who have sex with men.
In addition, elevated testing among Human Services beneficiaries indicates possible direct and indirect benefits of public assistance programs on enrollees. These potential benefits may result from predictable and scalable pathways to improved health outcomes and warrant further study.
The public health and policy implications of study finding demonstrate that federal funding for public assistance programs vital in order to achieve the objectives of the EHE
Continued research needed to understand how program enrollment results in higher likelihood of testing and how this association can be improved. If we are to achieve a 90% reduction in HIV infections by 2030, these programs need to operate at full capacity
It is also important to declare that analysis findings are limited by several factors listed here
Not only could survey participants’ potential recall bias affect study results, but we were unable to account for the amount of time respondents received services.
Enrollment in these programs is dynamic ranging from 1 to 48 months
We were also unable to determine whether HIV testing came before program enrollment or vice versa
Public assistance programs may have unintended benefits that impact other dimensions of health and improve HIV prevention efforts
However in this current political climate, these same programs are often tasked to do more with less in the face of budget cuts and increased competition for funding.
In order to effectively “End the Epidemic”, we must also end proposed federal budget cuts for safety net programs that are counter-productive to current and proposed HIV prevention efforts
Collaborating with public assistance programs can provide health departments and community-based organizations the opportunity to leverage their limited resources to reach members of populations at risk and ensure that activities critical to the success of EHE are conducted
<Answer questions>
Thank you for your time and attention.