Racial disparities between measures of area deprivation and financial toxicity, and uterine volume in myomectomy patients
BMC Women's Health volume 23, Article number: 603 (2023)
At time of myomectomy, a surgical procedure to remove uterine fibroids, Black women tend to have larger uteri than White women. This makes Black patients less likely to undergo a minimally invasive myomectomy which has been shown to have less postoperative pain, less frequent postoperative fever and shorter length of stay compared to abdominal myomectomies. The associations between individual financial toxicity and community area deprivation and uterine volume at the time of myomectomy have not been investigated.
We conducted a secondary data analysis of patients with fibroids scheduled for myomectomy using data from a fibroid treatment registry in [location]. We used validated measures of individual-level Financial Toxicity (higher scores = better financial status) and community-level Area Deprivation (ADI, high scores = worse deprivation). To examine associations with log transformed uterine volume, we used linear regression clustered on race (Black vs. White).
Black participants had worse financial toxicity, greater deprivation and larger uterine volumes compared with White participants. A greater Financial Toxicity score (better financial status) was associated with lower uterine volume. For every 10 unit increase in Financial Toxicity, the mean total uterine volume decreased by 9.95% (Confidence Interval [CI]: -9.95%, -3.99%). ADI was also associated with uterine volume. A single unit increase in ADI (worse deprivation) was associated with a 5.13% (CI: 2.02%, 7.25%) increase in mean uterine volume.
Disproportionately worse Financial Toxicity and ADI among Black patients is likely due to structural racism – which now must be considered in gynecologic research and practice.
Uterine leiomyomas (fibroids) are benign uterine neoplasms that commonly cause abnormal uterine bleeding and bulk symptoms that can include pelvic pain, urinary frequency and constipation . There are various racial disparities in the incidence and treatment of fibroids. Approximately 70% of White women and more than 80% of Black women will have had fibroids by the time they reach menopause . At the time of treatment, Black women tend to have more and larger fibroids than White women [3,4,5,6]. Black women are more likely than White women to schedule uterine-sparing treatments (e.g., myomectomy and uterine artery embolization vs. hysterectomy – the removal of the uterus) .
Myomectomy is a uterine-sparing treatment in which fibroids are “shelled out” of the uterus either laparoscopically, through small minimally invasive incisions, or through a laparotomy, which requires an open vertical or horizontal incision across the abdomen. Patients with very large uteri are less likely to have a minimally invasive myomectomy compared with patients with smaller uteri. Minimally invasive myomectomy has been shown to have less postoperative pain, less frequent postoperative fever and shorter length of stay in the hospital compared with all abdominal myomectomies . Black patients tend to have larger uteri than White patients at the time of fibroid treatment and these larger uteri could decrease the patients’ likelihood of experiencing the benefits of minimally invasive myomectomy.
We do not know why Black women tend to have larger uteri at the time of fibroid treatment. When, how, and why women seek care for their fibroids is not well understood. Half of women with fibroids are undiagnosed  even though many women with undiagnosed fibroids report having fibroid symptoms . Anecdotally, we have observed that women having a myomectomy at our urban hospital, Henry Ford Hospital in Detroit, MI, have larger uteri at the time of surgery compared with women having surgery at our suburban hospital, Henry Ford West Bloomfield Hospital. The patient populations differ across these hospitals with respect to socioeconomic factors that could influence the patients’ abilities to seek care. We investigated whether these factors were associated with uterine size at time of treatment. More specifically, using data from participants in the Comparing Options for Management: PAtient-Centered REsults for Uterine Fibroids (COMPARE-UF) fibroid treatment registry enrolled at Henry Ford Health (HFH) who had a myomectomy, we examined the associations between Financial Toxicity, an individual-level measure of financial distress related to medical treatment , and the Area Deprivation Index (ADI) [12, 13], a community-level measure that is a composite score of 17 indicators of socioeconomic disadvantage, and uterine volume calculated from imaging details abstracted from participant medical records [12, 14]. We are just beginning to investigate how stress may affect fibroid formation and growth and area-based community-level factors are an important stress pathway [15, 16]. Understanding an individual’s and an area’s socioeconomic status may improve care, for example, access to treatments has been shown to be limited due to high procedural costs . Further, including individual and composite proxy measures of area socioeconomic status into the electronic medical record is increasingly being implemented to improve quality of care [17,18,19].
Materials and methods
We conducted a secondary analysis using data from a single longitudinal cohort, COMPARE-UF registry site HFH in Metropolitan-Detroit, Michigan. COMPARE-UF is a multi-site registry across the United States comprised of eight clinical sites and two additional UAE specialty clinics. Women scheduled for a fibroid treatment from January 2017 through December 2019 were invited to complete a baseline survey that included validated measures of quality of life, financial toxicity, mental health, and sociodemographic and reproductive history [14, 20,21,22,23]. As part of COMPARE-UF protocols, chart review was conducted for each participant’s treatment at baseline, including treatment details and uterine and fibroid characteristics. Uterine dimensions were taken from the participant ultrasounds. Eligible women were 18–55 years of age at the time of fibroid treatment. Full study details have been described previously [7, 24,25,26,27]. Black and White women that had a myomectomy by any surgical approach were included in these analyses. Analyses were limited to those patients who had a myomectomy because uterine size can affect whether or not the patient may have a minimally invasive surgical approach. Uterine size does not affect the approaches of other uterine-preserving fibroid treatments. This study was approved by the local institutional review board and all participants provided informed consent.
The dependent variable for these analyses was uterine volume (cm3). Uterine volume was measured by multiplying the maximum length, anteroposterior, and transverse diameters of the uterus, as estimated by ultrasound, before multiplying by 0.52 to estimate a prolate ellipsoid . The dependent variable was log transformed to improve model fit.
The independent variables were financial toxicity and area deprivation [13, 14, 29, 30]. Financial toxicity was measured using the COmprehensive Score for Financial Toxicity (COST) scale. COST is a self-reported outcome measure that describes financial distress. Participants are asked to answer 12 questions on a five-point Likert scale from “not at all” (0) to “very much” (4) as it applies to the previous seven days. Questions include “I know I have enough money in savings, retirement, or assets to cover the costs of my treatment” and “I am concerned about keeping my job and income, including work at home”. Higher scores indicate better financial well-being (i.e., less toxicity). Area deprivation was measured using the ADI available through the Neighborhood Atlas, from the University of Wisconsin-Madison School of Medicine and Public Health. The ADI is validated and allows for ranking of neighborhoods by socioeconomic disadvantage down to the census block group level using American Community Survey 5-year data. It includes a linear combination of 17 US Census indicators of income, education, employment, and housing quality (Supplemental Table 1) [30, 31]. Area-level composite measures of socioeconomic status, such as the ADI, are typically considered more robust . The ADI for this study was measured by mapping individual-level address data to census block groups using publicly available ADI deciles through ArcGIS . The ADI is available within a state as deciles from one to ten. Higher scores on the ADI indicate more disadvantage.
We used counts and percentages and means and standard deviations to describe the study population overall and by race. Age (continuous and categorical, years), ethnicity (Hispanic vs. non-Hispanic), insurance type (private vs. other, which includes Medicaid, Medicare, uninsured, and “other” categories), relationship status, education level, body mass index (BMI; kg/m2), previously pregnant (yes vs. no), number of fibroids measured (continuous), financial toxicity, uterine volume (cm3), and area deprivation. To compare distributions of these variables between Black and White racialized groups, we used Pearson chi-square tests and the Wilcoxon rank-sum statistics for categorical variables and continuous variables, respectively.
We used unadjusted linear regression clustered on patient race to estimate associations and 95% confidence intervals (CI). Clustering is a robust regression method and allows for correction of standard error estimates when a statistical model assumption might be violated (e.g., variance-covariance matrix), by “relaxing” the assumption of independence . All analyses were performed using Stata SE 17 . We chose to cluster on race as we believed that patients who are Black are more similar to other patients who are Black and patients who are White are more similar to other patients who are White with respect to ADI and Financial Toxicity and uterine volume.
Among the 623 COMPARE-UF participants, there were 227 participants who had a myomectomy and self-identified as either Black (n = 170) or White (n = 57). (Fig. 1) The groups were similar in average age and educational status. (Table 1) The average age of participants was 39.0 and 40.3 for Black women and White women, respectively. The percentage of self-reported Non-Hispanic ethnicity was also similar for Black (98.2%) and White participants (96.5%). Black women were less likely to have private insurance (74.7% vs. 86.0%), be married (43.1% vs. 53.6%), and more likely to have a prior pregnancy (71.4% vs. 56.1%) and a higher BMI (32.9 vs. 28.6 kg/m2) compared with White women. Black women had tended to have more fibroids and greater total uterine volume at time of myomectomy. (Fig. 2) Overall, White women had higher financial toxicity scores indicating less disadvantage (median (IQR) for White women = 27.8 (11.1) and Black women = 24.6 (10.9); p < 0.028) and lower ADI (median (IQR) for White women = 3.0 (3.0) and Black women = 8.0 (5.0); p < 0.05) compared with Black women. (Fig. 2)
In the linear regression model of log transformed uterine volume, greater financial toxicity score (i.e., less financial burden) was associated with lower uterine volume (Table 2). For a 10 unit increase in financial toxicity, the mean total uterine volume decreased by 9.95%. Separately, ADI was associated with uterine volume (Table 2). A single unit increase in ADI was associated with a 5.13% increase in mean uterine volume (Table 2).
In this study of myomectomy patients at a single health system, Black participants had larger uterine volumes, were more likely to report worse financial status and lived in areas with greater deprivation at the time of myomectomy compared with White participants. Financial status and area deprivation were also both associated with uterine volume. Based on these results, we hypothesize that structural racism may lead to disproportionately greater area deprivation and worse financial status for Black compared with White individuals. In turn, these factors create barriers to receiving timely care as women can sometimes view their health issues as secondary when faced with financial or other challenges, even when symptomatic. This delay in obtaining medical care subsequently limits minimally invasive treatment options available to Black women as a result of larger uteri at time of surgery.
ADI and Financial Toxicity may also represent levels of chemical and non-chemical stressors in the communities of participants that may affect the growth of their fibroids through epigenetic mechanisms. For example, in Eker rat models, early-life exposure to endocrine disrupting chemicals (e.g., diethylstilbestrol) have been shown to increase fibroid penetrance, number, and size [36,37,38,39]. Further gene mutations, MED12 and HMGA2 with epigenetic modification by TET3, have been found to contribute to fibroid risk, size, and subtype. [40, 41] Additionally, promoter DNA methylation-mediated gene silencing may contribute to fibroid etiology in Black Women . Disparities in exposure to endocrine disrupting chemicals through racism and segregation may have resulted in observed differences in UF by race, income, and neighborhood [43,44,45,46,47,48].
We also think that understanding a patient’s financial situation and residential environment are important components of care and could become part of the Meaningful Use data that are routinely collected during the patient intake and rooming process. Literature suggests that socioeconomic indicators are good indicators to affect patient outcomes and reduce health disparities by addressing barriers. For example, provider knowledge about financial toxicity may prompt conversations about lower priced prescriptions .
In analyses of COMPARE-UF participants across all sites, Black participants who scheduled a hysterectomy had greater uterine volumes and worse financial toxicity scores than White participants, but this was not true for participants scheduled for uterine artery embolization (UAE) . This difference could reflect that historically, UAE was not recommended for larger uteri . The relationships between financial toxicity and area deprivation and uterine size have not yet been investigated in these treatment groups. There were too few participants at our site who had a UAE and therefore we did not analyze those data. We are not aware of other studies of fibroid treatments that have assessed self-reported financial impact of treatment with a standardized questionnaire or examined the role of area deprivation for the patients.
Others have also reported on the racial differences in uterine size or fibroid characteristics at time of diagnosis or treatment. In analyses of data from chart reviews of 386 women who had a myomectomy at a large academic center, African American women (31%; n = 121) had more fibroids than White women as determined by both preoperative imaging (African American women: 36% with 3 or more myomas; White women: 19% with 3 or more myomas; p < 0.05) and by operative report (> 8 fibroids: 31% versus 13%; p < 0.05) . In patients scheduled for a hysterectomy or myomectomy at George Washington University, Black women had bigger uteri than White women . These studies did not identify sources of the disparities in uterine volume. Importantly, among Black people financial toxicity and ADI have been associated with other adverse outcomes. For example, worse financial toxicity has been associated with risk of triple negative breast cancer and gynecologic cancer; [51,52,53] worse ADI has been associated with breast cancer and cardiovascular mortality compared with White people [54, 55], indicating that the effect of individual and neighborhood-level toxicity and deprivation may have far reaching effects on health for Black populations.
Results of these analyses may not be generalizable to other regions or patient populations. Unfortunately, we did not ask participants to report barriers to care such as transportation and the ability to take time away from work or other care duties. Although this work is not causative, we do think the data presented here provide support for this ongoing area of research. For example, race is a social construct, does not represent a biological variable, and through mechanisms such as structural racism has contributed to racialized health disparities . In particular, historically imposed marginalization (e.g., slavery) and individual-level assignment to racial groups by phenotypic expression created contemporaneous factors (e.g., redlining) that have shaped physical, economic, social, and neighborhood contexts at the individual (e.g., financial toxicity) and ecological-level (e.g., area deprivation) that effect health-related factors (e.g., uterine volume) .
We propose that it is time to stop cataloging these racialized differences and begin to conduct the challenging work of identifying their sources. We think our results highlight the importance of including patient and community level factors in understanding why Black patients have larger uteri at the time of treatment. However, understanding the role of structural racism in disease development and treatment-seeking and treatment-providing activities is essential. This is of importance because patients with larger uteri, a group that is disproportionately comprised of Black individuals, are less likely to have a minimally invasive myomectomy and benefit from its faster recovery time and quicker return to work further contributing to their financial toxicity.
The deidentified data that support the findings of this study are available on request from the corresponding author ASB with appropriate data use agreements. The data are not publicly available due to state restrictions e.g., data contains information that could compromise research participant privacy/consent.
- ADI :
- COMPARE-UF :
Comparing Options for Management:Patient-Centered Results for Uterine Fibroids
- HFH :
Henry Ford Health
- COST :
Comprehensive Score for Financial Toxicity scale
- BMI :
Body Mass Index
- CI :
- SD :
- UAE :
Uterine Artery Embolization
Stewart EA, Cookson CL, Gandolfo RA, Schulze-Rath R. Epidemiology of uterine fibroids: a systematic review. BJOG. 2017;124(10):1501–12.
Baird DD, Dunson DB, Hill MC, Cousins D, Schectman JM. High cumulative incidence of uterine leiomyoma in black and white women: ultrasound evidence. Am J Obstet Gynecol. 2003;188(1):100–7.
Kim JS, Qureshy Z, Lazar AA, Chen LL, Jacoby A, Opoku-Anane J, Lager J. Rethinking disparities in minimally invasive myomectomy: identifying drivers of Disparate Surgical Approach to Myomectomy between African American and White women. J Minim Invasive Gynecol. 2022;29(1):65–71e62.
Moore AB, Flake GP, Swartz CD, Heartwell G, Cousins D, Haseman JK, Kissling GE, Sidawy MK, Dixon D. Association of race, age and body mass index with gross pathology of uterine fibroids. J Reprod Med. 2008;53(2):90–6.
Zaritsky E, Ojo A, Tucker LY, Raine-Bennett TR. Racial disparities in Route of Hysterectomy for Benign indications within an Integrated Health Care System. JAMA Netw Open. 2019;2(12):e1917004.
Berman JM, Bradley L, Hawkins SM, Levy B. Uterine fibroids in Black women: a race-stratified subgroup analysis of treatment outcomes after laparoscopic Radiofrequency ablation. J Womens Health (Larchmt). 2022;31(4):593–9.
Wegienka G, Stewart EA, Nicholson WK, Zhang S, Li F, Thomas L, Spies JB, Venable S, Laughlin-Tommaso S, Diamond MP, et al. Black women are more likely Than White women to schedule a uterine-sparing treatment for Leiomyomas. J Womens Health (Larchmt). 2021;30(3):355–66.
Bhave Chittawar P, Franik S, Pouwer AW, Farquhar C. Minimally invasive surgical techniques versus open myomectomy for uterine fibroids. Cochrane Database Syst Rev. 2014;10:Cd004638.
West CP, Lumsden MA, Lawson S, Williamson J, Baird DT. Shrinkage of uterine fibroids during therapy with goserelin (zoladex): a luteinizing hormone-releasing hormone agonist administered as a monthly subcutaneous depot. Fertil Steril. 1987;48(1):45–51.
Wegienka G, Baird DD, Hertz-Picciotto I, Harlow SD, Hartmann KE. Uterine leiomyomata (fibroids): are bleeding symptoms more likely to be reported after diagnosis? J Clin Epidemiol. 2004;57(3):318–20.
de Souza JA, Yap BJ, Wroblewski K, Blinder V, Araújo FS, Hlubocky FJ, Nicholas LH, O’Connor JM, Brockstein B, Ratain MJ, et al. Measuring financial toxicity as a clinically relevant patient-reported outcome: the validation of the COmprehensive score for financial toxicity (COST). Cancer. 2017;123(3):476–84.
Kind AJH, Buckingham WR. Making Neighborhood-Disadvantage Metrics Accessible - The Neighborhood Atlas. N Engl J Med. 2018;378(26):2456–8.
Kind AJ, Jencks S, Brock J, Yu M, Bartels C, Ehlenbach W, Greenberg C, Smith M. Neighborhood socioeconomic disadvantage and 30-day rehospitalization: a retrospective cohort study. Ann Intern Med. 2014;161(11):765–74.
de Souza JA, Yap BJ, Wroblewski K, Blinder V, Araujo FS, Hlubocky FJ, Nicholas LH, O’Connor JM, Brockstein B, Ratain MJ, et al. Measuring financial toxicity as a clinically relevant patient-reported outcome: the validation of the COmprehensive score for financial toxicity (COST). Cancer. 2017;123(3):476–84.
Vines AI, Ta M, Esserman DA. The association between self-reported major life events and the presence of uterine fibroids. Women’s Health Issues: Official Publication of the Jacobs Institute of Women’s Health. 2010;20(4):294–8.
Vines AI, Nguyen TTX, Ta M, Esserman D, Baird DD. Self-reported daily stress, squelching of anger and the Management of Daily Stress and the prevalence of Uterine Leiomyomata: the Ultrasound Screening Study. Stress Health. 2011;27(3):e188–94.
Soliman AM, Yang H, Du EX, Kelkar SS, Winkel C. The direct and indirect costs of uterine fibroid tumors: a systematic review of the literature between 2000 and 2013. Am J Obstet Gynecol. 2015;213(2):141–60.
Xie S, Himes BE. Approaches to Link Geospatially varying Social, Economic, and Environmental Factors with Electronic Health Record Data to Better Understand Asthma exacerbations. AMIA Annu Symp Proc. 2018;2018:1561–70.
Xie S, Greenblatt R, Levy MZ, Himes BE. Enhancing Electronic Health Record Data with Geospatial Information. AMIA Jt Summits Transl Sci Proc. 2017;2017:123–32.
Spies JB, Coyne K, Guaou Guaou N, Boyle D, Skyrnarz-Murphy K, Gonzalves SM. The UFS-QOL, a new disease-specific symptom and health-related quality of life questionnaire for leiomyomata. Obstet Gynecol. 2002;99(2):290–300.
Herve F, Katty A, Isabelle Q, Celine S. Impact of uterine fibroids on quality of life: a national cross-sectional survey. Eur J Obstet Gynecol Reprod Biol. 2018;229:32–7.
Herdman M, Gudex C, Lloyd A, Janssen MF, Kind P, Parkin D, Bonsel G, Badia X. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res. 2011;20(10):1727–36.
Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001;16(9):606–13.
Wallace K, Stewart EA, Wise LA, Nicholson WK, Parry JP, Zhang S, Laughlin-Tommaso S, Jacoby V, Anchan RM, Diamond MP, et al. Anxiety, Depression, and quality of life after procedural intervention for uterine fibroids. J Womens Health (Larchmt). 2022;31(3):415–24.
Laughlin-Tommaso SK, Lu D, Thomas L, Diamond MP, Wallace K, Wegienka G, Vines AI, Anchan RM, Wang T, Maxwell GL et al. Short-term quality of life after myomectomy for uterine fibroids from the COMPARE-UF Fibroid Registry. Am J Obstet Gynecol 2020, 222(4):345.e341-345.e322.
Stewart EA, Lytle BL, Thomas L, Wegienka GR, Jacoby V, Diamond MP, Nicholson WK, Anchan RM, Venable S, Wallace K, et al. The comparing options for management: PAtient-centered REsults for uterine fibroids (COMPARE-UF) registry: rationale and design. Am J Obstet Gynecol. 2018;219(1):95e91–95e10.
Wise LA, Thomas L, Anderson S, Baird DD, Anchan RM, Terry KL, Marsh EE, Wegienka G, Nicholson WK, Wallace K, et al. Route of myomectomy and fertility: a prospective cohort study. Fertil Steril. 2022;117(5):1083–93.
Goldstein SR, Horii SC, Snyder JR, Raghavendra BN, Subramanyam B. Estimation of nongravid uterine volume based on a nomogram of gravid uterine volume: its value in gynecologic uterine abnormalities. Obstet Gynecol. 1988;72(1):86–90.
Maroko AR, Doan TM, Arno PS, Hubel M, Yi S, Viola D. Integrating Social Determinants of Health with Treatment and Prevention: a New Tool to assess local Area Deprivation. Prev Chronic Dis. 2016;13:E128.
Singh GK. Area Deprivation and Widening inequalities in US Mortality, 1969–1998. Am J Public Health. 2003;93(7):1137–43.
Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R. Geocoding and monitoring of US socioeconomic inequalities in mortality and cancer incidence: does the choice of area-based measure and geographic level matter? The Public Health Disparities Geocoding Project. Am J Epidemiol. 2002;156(5):471–82.
Lòpez-De Fede A, Stewart JE, Hardin JW, Mayfield-Smith K. Comparison of small-area deprivation measures as predictors of chronic Disease burden in a low-income population. Int J Equity Health. 2016;15:89.
Institute ESR. ESRI 2011. ArcGIS Desktop: Release 10. Redlands, CA: Environmental Systems Research Institute. In: ArcGIS Desktop vol. Release 10. Redlands, CA; 2011.
Mansournia MA, Nazemipour M, Naimi AI, Collins GS, Campbell MJ. Reflection on modern methods: demystifying robust standard errors for epidemiologists. Int J Epidemiol. 2021;50(1):346–51.
StataCorp. Stata Statistical Software: Release 17. In. College State. TX: StataCorp LLC; 2021.
Prusinski L, Al-Hendy A, Yang Q. Developmental exposure to endocrine disrupting chemicals alters the epigenome: identification of reprogrammed targets. Gynecol Obstet Res. 2016;3(1):1–6.
Yang Q, Ali M, Treviño LS, Mas A, Al-Hendy A. Developmental reprogramming of myometrial stem cells by endocrine disruptor linking to risk of uterine fibroids. Cell Mol Life Sci. 2023;80(9):274.
Bariani MV, Rangaswamy R, Siblini H, Yang Q, Al-Hendy A, Zota AR. The role of endocrine-disrupting chemicals in uterine fibroid pathogenesis. Curr Opin Endocrinol Diabetes Obes. 2020;27(6):380–7.
Yang Q, Diamond MP, Al-Hendy A. Early life adverse environmental exposures increase the risk of Uterine Fibroid Development: role of epigenetic regulation. Front Pharmacol. 2016;7:40.
Cao T, Jiang Y, Wang Z, Zhang N, Al-Hendy A, Mamillapalli R, Kallen AN, Kodaman P, Taylor HS, Li D, et al. H19 lncRNA identified as a master regulator of genes that drive uterine leiomyomas. Oncogene. 2019;38(27):5356–66.
Navarro A, Yin P, Ono M, Monsivais D, Moravek MB, Coon JSt, Dyson MT, Wei JJ, Bulun SE. 5-Hydroxymethylcytosine promotes proliferation of human uterine leiomyoma: a biological link to a new epigenetic modification in benign tumors. J Clin Endocrinol Metab. 2014;99(11):E2437–2445.
Navarro A, Yin P, Monsivais D, Lin SM, Du P, Wei JJ, Bulun SE. Genome-wide DNA methylation indicates silencing of Tumor suppressor genes in uterine leiomyoma. PLoS ONE. 2012;7(3):e33284.
Ruiz D, Becerra M, Jagai JS, Ard K, Sargis RM. Disparities in environmental exposures to endocrine-disrupting chemicals and Diabetes risk in vulnerable populations. Diabetes Care. 2018;41(1):193–205.
Canales AI. Inclusion and segregation: the incorporation of latin American immigrants into the US labor market. Latin Am Perspect. 2007;34(1):73–82.
Massey DS, Denton NA. American apartheid: Segregation and the making of the underclass. In: Social Stratification, Class, Race, and Gender in Sociological Perspective, Second Edition edn.: Routledge; 2019: 660–670.
Ard K. By all measures: an examination of the relationship between segregation and health risk from air pollution. Popul Environ. 2016;38(1):1–20.
Ard K. Trends in exposure to industrial air toxins for different racial and socioeconomic groups: a spatial and temporal examination of environmental inequality in the U.S. from 1995 to 2004. Soc Sci Res. 2015;53:375–90.
Chi G, Parisi D. Highway expansion effects on urban racial redistribution in the post—civil rights period. Public Works Management & Policy. 2011;16(1):40–58.
Chen C, Weider K, Konopka K, Danis M. Incorporation of socioeconomic status indicators into policies for the meaningful use of electronic health records. J Health Care Poor Underserved. 2014;25(1):1–16.
Katsumori T, Nakajima K, Mihara T. Is a large fibroid a high-risk factor for uterine artery embolization? AJR Am J Roentgenol. 2003;181(5):1309–14.
Zagami P, Carey LA. Triple negative Breast cancer: pitfalls and progress. NPJ Breast Cancer. 2022;8(1):95.
Aviki EM, Manning-Geist BL, Sokolowski SS, Newman T, Blinder VS, Chino F, Doyle SM, Liebhaber A, Gordhandas SB, Brown CL et al. Risk factors for financial toxicity in patients with gynecologic cancer. Am J Obstet Gynecol 2022, 226(6):817.e811-817.e819.
Politi MC, Yen RW, Elwyn G, O’Malley AJ, Saunders CH, Schubbe D, Forcino R, Durand MA. Women who are Young, Non-white, and with Lower Socioeconomic Status Report Higher Financial Toxicity up to 1 year after Breast Cancer Surgery: a mixed-effects Regression Analysis. Oncologist. 2021;26(1):e142–52.
Luningham JM, Seth G, Saini G, Bhattarai S, Awan S, Collin LJ, Swahn MH, Dai D, Gogineni K, Subhedar P, et al. Association of race and area deprivation with Breast Cancer Survival among Black and White women in the state of Georgia. JAMA Netw Open. 2022;5(10):e2238183.
Bevan GH, Nasir K, Rajagopalan S, Al-Kindi S. Socioeconomic deprivation and premature Cardiovascular Mortality in the United States. Mayo Clin Proc. 2022;97(6):1108–13.
Howe CJ, Bailey ZD, Raifman JR, Jackson JW. Recommendations for using Causal diagrams to study racial Health disparities. Am J Epidemiol. 2022;191(12):1981–9.
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Ethics approval and consent to participate
This study was approved by the Henry Ford Health, Detroit MI, institutional review board (IRB) and all participants provided informed consent (IRB No. 9489). All methods were carried out in accordance with relevant guidelines and regulations.
Consent for publication
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
About this article
Cite this article
Bossick, A.S., Abood, J.A., Oaks, A. et al. Racial disparities between measures of area deprivation and financial toxicity, and uterine volume in myomectomy patients. BMC Women's Health 23, 603 (2023). https://doi.org/10.1186/s12905-023-02761-x