Review Article

Concerning Trends in Hormonal Birth Control Use among Adolescent Females between Politically Conservative versus Liberal States

by Aruna Chandran1*, Ritika Purbey2, Lorie Benning3, Magdalena Gareca4, Emily Knapp5

1Department of Epidemiology and Pediatrics, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street #6501, Baltimore, MD, 21205, USA.

2Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA.

3Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 700 E. Pratt Street, Baltimore, MD, 21205, USA.

4College of Public Health, Temple University, 5518 Reid Lane, Allentown, PA, 18104, USA.

5Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 700 E. Pratt Street #1022, Baltimore, MD, 21205, USA

*Corresponding author: Aruna Chandran, Department of Epidemiology and Pediatrics, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street #6501, Baltimore, MD, 21205, USA.

Received Date: 28 August 2023

Accepted Date: 04 September 2023

Published Date: 08 September 2023.

Citation: Chandran A, Purbey R, Benning L, Gareca M, Knapp E (2023) Concerning Trends in Hormonal Birth Control Use Among Adolescent Females Between Politically Conservative Versus Liberal States. Arch Pediatr 8: 286. https://doi.org/10.29011/2575-825X.100286

Abstract

Introduction: Unintended teen pregnancies are associated with adverse health consequences. Strategies effective in preventing unintended pregnancy include comprehensive sexual education programs and access to hormonal contraception. Given the widening divide at the state level in access, funding, education, and sociopolitical context surrounding birth control, we explored how hormonal birth control use for the prevention of pregnancy in 2019 may have differed compared with prior years between liberal vs conservative states. Methods: State support for Donald J. Trump vs. Hillary R. Clinton in the 2016 US Presidential election was our exposure. The primary outcome was reported use of hormonal birth control among female students from the Youth Risk Behavior Surveillance System (YRBSS) in 2013-2019. A weighted adjusted linear regression model evaluated whether there was a change in the reported use of hormonal birth control in 2019 by election result status. Results: We analyzed data from 7,714 females from 39 states; of these, 2,425 reported having used hormonal birth control to prevent pregnancy. In 2019, the proportion of hormonal birth control use in Clinton-supporting states was 41.9% compared with 30.2% in Trump-supporting states (p=0.01; no difference between these states in 2013-2017). In 2019, hormonal birth control use decreased by 9.8% (95% CI: -0.187, -0.010) among females from Trumpsupporting states. Discussion: Our study highlights a dramatic shift in reported hormonal birth control use among teens in a short period of time between politically conservative vs. liberal states. This mirrored a change in the sociopolitical environment related to support for family planning. This suggests potential for a significant increase in unintended pregnancies among teens who live in politically conservative compared with liberal states. It is important for public health officials not to shy away from confronting the sociopolitical context in which health-related decisions are made, and protect our children’s health and health equity.

Keywords: Hormonal Birth Control; Sociopolitical Context; YRBSS

Introduction

The teen birth rate in the United States (US) in 2020 was 15.4 per 1,000 females ages 15-19 years; although this rate has been steadily declining since 2009, the rate is still higher than in most high-income countries [1]. There are substantial sociodemographic and regional variations in teen pregnancy rates, with higher rates among non-Hispanic Black and Hispanic teens compared with non-Hispanic white teens, in teens from families with lower income and lower education, and in teens living in the South and Southeast US compared with the Northeast US [2,3]. Importantly, an estimated 75% of pregnancies in this age group are unintended [4]. Unintended pregnancies are associated with several individual and societal-level adverse health-related consequences [5,6]. These risks can affect both the young mother and the baby; adolescent motherhood has been associated with delayed prenatal care, social isolation, lower levels of education, and maternal depression; while babies can experience preterm birth and low birthweight, and the long-term sequelae of these [7,8].

There have been several strategies shown to be effective in preventing unintended pregnancy, including comprehensive sexual education programs and access to effective hormonal contraception [9-11]. Beginning in the early 1970s, health centers received funding through Title X of the Public Health Service Act and state Medicaid programs were required to provide comprehensive family planning services [12,13]. Into the early 2000s, government spending on family planning increased substantially, adolescents were given further access to family planning services through the State Children’s Health Insurance Program (SCHIP), and states were allowed waivers to offer services to adolescents and women whose incomes were just above the threshold for Medicaid eligibility [14]. An evaluation by Kearney and Levine showed that the 25 states that implemented the waiver program (starting with South Carolina in 1993 and ending with Texas in 2006) had an over 4% reduction in teen pregnancies [14]. Subsequently in 2012, the Affordable Care Act included a contraceptive coverage provision that expanded coverage for privately-insured women [15]. Numerous evaluations have shown health and economic benefits from expanded access to contraception [16,17].

However, in the years leading into the 2016 presidential election, the sociopolitical environment and attitudes towards family planning services changed. This was evident by changes in sex education; data from the National Survey of Family Growth showed that in 1995, 87% of adolescent females reported having received formal instruction about birth control methods, whereas, by 2011-2013, this had fallen to 60%, with 28% of these females reporting having received instruction about abstinence but no instruction about birth control [18,19]. Around that time, states began restricting funding to health centers that provided abortion services, thereby restricting access to family planning services for many adolescents and women [20,21]. In October 2017, the administration of President Donald J. Trump expanded employer exemptions to the ACA contraceptive coverage mandate; this exemption was extended to Title X-funded clinics in May 2019 [22,23] With these federal rules restricting access to contraception came widespread support and funding for less-comprehensive “abstinence-only” sex education programs, the efficacy of which are unsupported by evidence [19,24]. Simultaneously, several states began enacting legislation to protect and even expand access to contraception; these changes occurred more commonly in states that supported Democratic Presidential nominee Hillary R. Clinton in the 2016 presidential election [25].

Given this widening divide at the state level in the access, funding, education, and sociopolitical context surrounding birth control, we explored how reports of birth control use for pregnancy prevention among adolescent females may have changed through the 2010s. We utilized the Youth Risk Behavior Surveillance System (YRBS) run by the Centers for Disease Control and Prevention (CDC); a bi-annual survey of middle and high school students centered around risk behaviors and select health outcomes. We hypothesized that support for Republican Presidential candidate Donald J. Trump would align with support for state-level policies restricting access to and education regarding hormonal birth control. Therefore, we hypothesized that in 2019, trends in hormonal birth control use for the prevention of pregnancy would diverge in states that supported Republican Presidential candidate Donald J. Trump in the 2016 US presidential election compared with states that supported Democratic Presidential candidate Hillary R. Clinton. We believe this information could be critical to protecting the health, well-being, and health equity of teen females across the US.

Material & Methods

Data Source

The Youth Risk Behavior Surveillance System (YRBSS) administered every other year by the CDC in collaboration with state/territorial health departments monitors health-related behaviors that contribute to leading causes of death and disability among youth. For this analysis, national-level YRBSS data for the years 2013, 2015, 2017, and 2019 with state identifiers were obtained directly from the CDC [26].

Exposure

The primary exposure for this analysis was the 2016 US election result for each state, specifically whether the state voted for Republican Presidential candidate Donald J. Trump vs. Democratic Presidential Candidate Hillary R. Clinton. Election results were extracted from The New York Times 2016 Presidential Election Results article [27].

Outcome

The primary outcome of this analysis was the reported use of hormonal birth control among individuals reporting female sex and sexual intercourse within the previous three months.  A summary variable was created by the CDC representing those who reported using birth control pills, an Intrauterine Device (IUD) or implant, or a shot/patch/birth control ring during the last time they had sexual intercourse to prevent pregnancy. This variable was extracted across 4 survey years (2013, 2015, 2017, and 2019).

Covariates

The following state-level covariates identified in the literature as important predictors of hormonal birth control use were extracted from the US Census Bureau’s American Community Survey 5-year estimates 2012-2016: Proportion female, proportion aged 13 – 18, proportion Black/African-American, proportion Hispanic/Latinx (any race), median household income, proportion without health insurance, and proportion with a high school education/equivalent or greater. We included individual-level age, race, and ethnicity in the models. At the individual level, race and ethnicity are coded in the YRBS into one variable, with categories being American Indian/Alaska Native, Asian, Black or African American, Native Hawaiian/Other Pacific Islander, White, Hispanic/Latino, Multiple-Hispanic, or Multiple-non-Hispanic.

We also adjusted for the year of YRBS as our timescale.

Statistical Analysis

All analyses incorporated the survey weights provided by the CDC in the YRBSS datasets. We compared the demographic profiles of females reporting and not-reporting hormonal birth control use by age group, grade in school, and race and ethnicity category using the Rao-Scott adjusted chi-square test. We compared proportions of females reporting and not-reporting hormonal birth control use by election results and year using the Student’s T-Test. We fit a linear regression model with year as a time tracker, a fixed effect for state, the above-mentioned covariates, and an interaction term for election results and 2019 to evaluate whether there was a significant change in the reported use of hormonal birth control in 2019 by election result status.

We then conducted a sensitivity analysis repeating all procedures as above using the reported provider diagnosis of asthma as the outcome variable. This variable was extracted across the four survey years as indicated above for our primary outcome. We hypothesized that there would be no significant change in asthma diagnoses among female students in 2019 following the 2016 election and subsequent modifications in access to reproductive care. All analyses were done in Stata Version 17 (College Station, TX).

Results

We analyzed data from 7,714 individuals from 39 states self-identifying as female and reporting sexual intercourse within the previous three months; of these, 2,425 reported having used hormonal birth control (birth control pills, and Intrauterine Device (IUD) or implant, or a shot/patch/birth control ring) to prevent pregnancy (Table 1). Over one-third (33.9%) were 17 years of age, followed by 25.9% being 16 years of age and 21.3% being

18 years or older. Most were in 12th (36.2%) or 11th (29.6%) grade. Over half (56.1%) reported non-Hispanic white race and ethnicity, and 9.5% reported Hispanic ethnicity. The majority (40.2%) were from the South region of the US. At the state level, the average proportion of Black or African American individuals was 10.2%, and the average proportion of Hispanic individuals was 16.6%. The median income was $58,393, with 10% of the population living below the Federal Poverty Level. The average proportion with at least a high school education was 87.4% and the average proportion eligible for Medicaid was 8.4%.

Overall

(n=7,714)

Reporting Hormonal Birth Control Use* (n=2,425)

Not Reporting Hormonal Birth Control Use* (n=5,289)

P-Value**

Individual-Level Variables

Age

     12 years

     13 years

     14 years

     15 years

     16 years

     17 years

     18 years and older

0.24%

0.03%

4.2%

14.5%

25.9%

33.9%

21.3%

0.17%

0

2.3%

9.8%

24.7%

36.5%

26.5%

0.28%

0.05%

5.1%

16.8%

26.4%

32.6%

18.8%

<0.001

Grade

     9th grade

     10th grade

     11th grade

     12th grade

     Other/ungraded

12.1%

21.9%

29.6%

36.2%

0.23%

7.0%

19.2%

30.5%

43.2%

0.06%

14.7%

23.2%

29.1%

32.7%

0.32%

<0.001

Race & Ethnicity

     AI/AN

     Asian

     Black/AA

     NH/Other PI

     White

     Hispanic/Latino

     Multiple Race – Hispanic

     Multiple Race – non-Hispanic

0.53%

1.7%

12.0%

0.68%

56.1%

9.5%

13.6%

5.4%

0.60%

1.3%

7.6%

0.60%

70.2%

4.7%

8.7%

6.2%

0.50%

1.9%

14.2%

0.71%

49.9%

11.9%

16.0%

5.0%

<0.001

Census Region

     Northeast

     Midwest

     South

     West

17.6%

20.3%

40.2%

22.0%

18.5%

22.5%

38.1%

20.9%

17.1%

19.1%

41.2%

22.5%

0.23

State-Level Variables (Mean, Standard Error)

Median Age

38.3 (0.16)

38.5 (0.18)

38.2 (0.16)

0.01

Proportion Female

50.8 (0.04)

50.8 (0.04)

50.8 (0.04)

0.32

Proportion Black or African American

10.2 (0.60)

10.3 (0.61)

10.2 (0.62)

0.77

Proportion Hispanic or Latinx, any race

16.6 (1.01)

15.8 (1.08)

17.0 (1.05)

0.09

Median Income, USD

58,393 (752)

58,070 (807)

58,555 (770)

0.29

Proportion living below Federal Poverty Level

10.1 (0.20)

10.0 (0.22)

10.2 (0.20)

0.16

Proportion without Health Insurance

8.4 (0.27)

8.0 (0.26)

8.5 (0.29)

0.03

Proportion with High School Education or Above

87.4 (0.23)

87.7 (0.25)

87.3 (0.23)

0.02

Table 1: Weighted Proportions of Demographic Characteristics of Females by Report of Hormonal Birth Control Use (N=7,714) Hormonal birth control use reported among female students who reported having sexual intercourse within the past 3 months. **P-values from T-test or Chi-Square value calculated using the Rao-Scott adjustment.

When stratified by the report of hormonal birth control use, the two groups did differ. The individuals reporting hormonal birth control use were older (26.5% vs. 18.8% being 18 years or older (p<0.001); 43.2% vs. 32.7% being in 12th grade (p<0.001)). In addition, more (70.2% vs. 49.4%; p<0.001) reported non-Hispanic white race and ethnicity. In terms of state-level covariates, those reporting hormonal birth control use lived in states with higher median age (38.5 vs. 38.2 years; p=0.01)) and lower proportion Hispanic (15.8% vs. 17.0%; p=0.09). Students reporting hormonal birth control use lived in states with lower proportions of people without health insurance (8.0% vs. 8.5%; p=0.03), and higher proportion with a high school education or above (87.7% vs. 87.3%; p=0.02).

The overall proportion of female students reporting hormonal birth control use the last time they had sex steadily increased from 29.8% in 2013 to 35.2% in 2019 (data previously published by the CDC) [28]. When stratified by students living in states that supported Donald J. Trump vs. Hillary R. Clinton in the 2016 presidential election, there was a similar steady increase from 2013  to 2017, but then a notable change in 2019 (Figure 1). There were no statistically significant difference in proportion of hormonal birth control use between Donald J. Trump vs. Hillary R. Clinton-supporting states through 2017; however, in 2019, the proportion of hormonal birth control use in Hillary R. Clinton-supporting states was 41.9% compared with 30.2% in Donald J. Trump-supporting states (p=0.01).

 

Figure 1: Weighted Proportions of Female Students Reporting Hormonal Birth Control Use the Last Time they had Sexual Intercourse

2013 – 2019, Stratified by Clinton vs. Trump-Supporting States in the 2016 Presidential Election; Legend: Hormonal birth control use reported among females reporting having had sexual intercourse within the past 3 months.

Model results showed a statistically significant 1.6% (95% Confidence Interval (CI): 0.004, 0.028) increase in the proportion of female students reporting hormonal birth control use in each survey year across the study period (Table 2). There was a statistically significant 9.8% (95% CI: -0.187, -0.010) decrease in hormonal birth control use in 2019 among females from Trump-supporting states. Overall, there was no statistically significant difference in hormonal birth control use in 2019 compared with prior years, or between female students from Donald J. Trump vs. Hillary R. Clinton-supporting states.

Variable

Estimate

95% Confidence Interval

Trump-supporting States in 2019

-0.098^

-0.187, -0.010

Survey Year

0.016^

0.004, 0.028

Trump-supporting States

0.106

-0.103, 0.314

2019 vs. Prior Years

0.010

-0.079, 0.100

Individual Covariates

Age

0.058^

0.044, 0.071

Race & Ethnicity

0.002

-0.008, 0.013

State Covariates

Median Age

-0.079

-0.228, 0.070

Proportion Female

4.876

-13.841, 23.593

Proportion Black/African American

-0.377

-1.776, 1.021

Proportion Hispanic Ethnicity

0.554^

0.003, 1.104

Median Income

0.001

-0.001, 0.001

Proportion living below Federal Poverty Level

7.812

-10.032, 25.646

Proportion without Health Insurance

-7.121

-15.792, 1.551

Proportion with High School Education or Above

3.049

-5.183, 11.282

Table 2: Longitudinal Associations with Hormonal Birth Control Use among Female Students in the Youth Risk Behavior Surveillance

System, 2013 – 2019; Hormonal birth control use reported among females reporting having had sexual intercourse within the past 3

months; ^Denotes statistical significance (p<0.05).

We repeated the entire analysis with reported asthma diagnosed by a healthcare provider among the same population. No significant differences were noted in asthma diagnoses in 2019 between Hillary R. Clinton vs. Donald J. Trump-supporting states (data not shown).

Discussion

We show that adolescent female students living in states that supported Republican candidate Donald J. Trump in the 2016 presidential election reported a 9.8% lower rate of using hormonal birth control to prevent pregnancy the last time they had sex in 2019 compared with those living in states that supported Hillary R. Clinton. Importantly, young people living in these same states had no difference in reported rates of hormonal birth control use between 2013 – 2017, indicating a dramatic shift in hormonal birth control use in a short period of time in certain areas of the country.

The outcome of the 2016 presidential election at the state level mirrors the local sociopolitical environment related to support for comprehensive family planning education, funding, access, and provision. Our study highlights the potential for a significant increase in unintended pregnancies among teens that live in politically conservative compared with liberal states.

Despite having a new administration following the 2020 presidential election, the potential for disparities in unintended teen pregnancies between politically conservative and liberal states to continue and also to widen significantly is very real. In June 2022, the US Supreme Court overturned Roe vs. Wade, thus eliminating federal protection of an individual’s right to abortion services [29]. Following this landmark decision, numerous states (primarily politically conservative states) immediately followed with bans or restrictions on abortions [30]. Many of the states that restricted access to abortion in this time period already had higher than average rates of unplanned pregnancies. Historically, restriction of access to family planning services has mirrored abortion rights in each state [31]. Thus it is likely that adolescents in politically conservative states will continue to receive substandard sex education and face limited access to comprehensive family planning services.

Our findings of potential concerns for adverse health effects of unintended pregnancy among teens living in politically conservative states in the wake of the 2016 presidential election are not unique. Since the 2016 presidential election, voting patterns have been linked to increases in mortality, deaths due to drugs and alcohol, worsening mental health concerns including suicide, and decreases in life expectancy [32-35]. More research is certainly needed to understand the longer-term health-related ramifications for teens living in politically conservative vs. liberal states, and how to protect? Insulate? Children and teens from the resulting policy decisions. As we consider the potential volatility of statelevel health-related decision-making in response to the local sociopolitical environment, it is important to encourage federallevel protections to maintain optimal health policies for children and adolescents. This serves as a call to action for all public health professionals for optimizing the health and well-being of young women across the United States.

Our study has several limitations. Data from the YRBS is based on adolescent self-reported information from a sampling of students in US public schools. It will be important to confirm reported rates of hormonal birth control use among teens over time using other data sources. Second, the YRBS collects no information on individual-level socioeconomic status, which has known associations with access and use of contraceptives. Thus, these findings should be corroborated using data from other sources that have SES information available. Finally, we based inferences about the sociopolitical context of each state based solely on the state-level results of the 2016 presidential election, despite substantial within state heterogeneity in voting results. Unfortunately, YRBS data cannot be linked to county of residence or other smaller geographic units, so more in-depth explorations of changing political environments in certain areas/states are warranted.

Conclusion

Scholars have called for conducting strong policy evaluations, and the need for encouraging policymakers to use these data to promote child health and well-being [36]. It is important for public health officials not to shy away from confronting the sociopolitical context in which health-related decisions are made, and work to protect our children by giving their needs the attention they deserve.

References

  1. Office of Population Affairs (2022) Trends in Teen Pregnancy and Childbearing. Adolescent Health.
  2. Finer LB, Zolna MR (2016) Declines in Unintended Pregnancy in the United States, 2008-2011. N Engl J Med. 374: 843-852.
  3. National Center for Health Statistics (2022) Teen Birth Rate by State. NCHS Pressroom.
  4. Centers for Disease Control and Prevention (2021). Unintended Pregnancy. Reproductive Health.
  5. Williams-Breault B (2020) Teen Pregnancy: United States vs. Europe. International Journal of Arts Humanities and Social Sciences Studies 5: 46-54.
  6. Yazdkhasti M, Pourreza A, Pirak A, Abdi F (2015) Unintended Pregnancy and Its Adverse Social and Economic Consequences on Health System: A Narrative Review Article. Iran J Public Health 44: 12-21.
  7. Leftwich HK, Alves MV (2017) Adolescent Pregnancy. Pediatr Clin North Am 64: 381-388.
  8. Gipson JD, Koenig MA, Hindin MJ (2008) The effects of unintended pregnancy on infant, child, and parental health: a review of the literature. Stud Fam Plann 39: 18-38.
  9. UNESCO (2009) International Technial Guidance on Sexuality Education: An Evidence-Informed Approach for Schools, Teachers, and Health Educators. Paris, France December.
  10. Teal S, Edelman A (2021) Contraception Selection, Effectiveness, and Adverse Effects: A Review. JAMA. 326: 2507-2518.
  11. Mansour D, Inki P, Gemzell-Danielsson K (2010) Efficacy of contraceptive methods: A review of the literature. Eur J Contracept Reprod Health Care. 15: S19-31.
  12. Schapiro NA (2020) Title X Regulatory Changes and Their Impact on Adolescent Health. J Pediatr Health Care 34: 171-176
  13. Mondy LW, Lutz DB, Heartwell SF, Zetzman MR (1986) Physician extender services in family planning agencies: issues in Medicaid reimbursement. J Public Health Policy 7: 183-189.
  14. Kearney MS, Levine PB (2009) Subsidized Contraception, Fertility, and Sexual Behavior. Rev Econ Stat 91: 137.
  15. Gibbs SE, Harvey SM, Larson A, Yoon J, Luck J (2021) Contraceptive Services After Medicaid Expansion in a State with a Medicaid Family Planning Waiver Program. J Womens Health (Larchmt) 30: 750-757.
  16. Bailey MJ (2013) Fifty Years of Family Planning: New Evidence on the Long-Run Effects of Increasing Access to Contraception. Brookings Pap Econ Act 2013: 341-409.
  17. Cohen A (2011) The Numbers Tell the Story: The Reach and Impact of Title X. Washington, DC.
  18. Lindberg LD, Maddow-Zimet I, Boonstra H (2016) Changes in Adolescents’ Receipt of Sex Education, 2006-2013. J Adolesc Health 58: 621-627.
  19. Santelli JS, Kantor LM, Grilo SA, Speizer IS, Lindberg LD, et al. Abstinence-Only-Until-Marriage: An Updated Review of U.S. Policies and Programs and Their Impact. J Adolesc Health 61: 273-280.
  20. Planned Parenthood Action Fund (2022) Timeline of Attacks on Abortion: 2009 - 2021.
  21. Hasstedt K (2016) Recent Funding Restricitons on the US Family Planning Safety Net May Foreshadow What Is to Come. Washington, DC.
  22. Federal Register. Compliance with Statutory Program Integrity Requirements. In: US Federal Government, ed. HHS-OS-2018-0008. Washington, DC: Office of the Assistant Secretary of Health; 2019: 7714-7791
  23. Federal Register. Moral Exemptions and Accommodations for Coverage of Certain Preventive Services Under the Affordable Care Act. In: US Government. Washington, DC: United States Government 2017: 47838-47862.
  24. North A (2020) The Trump Administration’s War on Birth Control. The Center for Public Integrity.
  25. Nash E, Gold RB, Ansari-Thomas Z, Cappello O, Mohammed L (2017) Policy Trends in States: 2016. Washington DC.
  26. Centers for Disease Control and Prevention (2022) Youth Risk Behavior Surveillance System.
  27. The New York Times. 2016 Presidential Election Results.
  28. Centers for Disease Control and Prevention (2020). Youth Risk Behavior Survey: Data Summary & Trends Report 2009 - 2019. Atlanta, GA.
  29. Supreme Court of the United States. Dobbs v. Jackson. In. 1913922022: 1-66.
  30. Sidik SM (2022) The effects of overturning Roe v. Wade in seven simple charts. Nature 608: 254-257.
  31. Smith E, Welch M (2022) Overturning Roe Highlights Need for Family Planning, Especially in Trigger Ban States.
  32. Bilal U, Knapp EA, Cooper RS (2018) Swing voting in the 2016 presidential election in counties where midlife mortality has been rising in white non-Hispanic Americans. Soc Sci Med 197: 33-38.
  33. Bor J (2017) Diverging Life Expectancies and Voting Patterns in the 2016 US Presidential Election. Am J Public Health 107: 1560-1562.
  34. Krueger EA, Westmoreland DA, Choi SK, Harper GW, Lightfoot M, et al. (2021) Mental Health Among Black and Latinx Sexual Minority Adults Leading Up to and Following the 2016 U.S. Presidential Election: Results from a Natural Experiment. LGBT Health 8: 454-462.
  35. Monnat SM (2016) Deaths of Despair and Support for Trump in the 2016 Presidential Election. College Park, PA: Pennsylvania State University.
  36. Galbraith AA, Carroll AE (2020) Children’s Health Is Too Often Ignored in Elections-Here Is Evidence to Help Change That. JAMA Pediatr 174: 1026-1028.

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