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Pandit AA, Halpern MT, Gressler LE, Kamel M, Payakachat N, Li C. Association of race/ethnicity and patient care experiences with receipt of definitive treatment among prostate cancer survivors: a SEER-CAHPS study. Cancer Causes Control 2024; 35:647-659. [PMID: 38001335 PMCID: PMC11162596 DOI: 10.1007/s10552-023-01834-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 11/20/2023] [Indexed: 11/26/2023]
Abstract
PURPOSE This study aimed to evaluate the association of race/ethnicity, patient care experiences (PCEs), and receipt of definitive treatment and treatment modality among older adults in the United States (US) with localized prostate cancer (PCa). METHODS Using Surveillance, Epidemiology and End Results dataset linked to Medicare Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) for 2007-2015, we identified men aged ≥ 65 years who completed a CAHPS survey within one year before and one year after PCa diagnosis. Associations of race/ethnicity (non-Hispanic White (NHW), non-Hispanic Black (NHB), Hispanic, non-Hispanic Asian (NHA), and other) and of interactions between race/ethnicity and PCEs (getting needed care, getting care quickly, doctor communication, and care coordination) with the receipt of definitive PCa treatment and treatment modality within 3 and 6 months of diagnosis were examined using logistic regressions. RESULTS Among 1,438 PCa survivors, no racial/ethnic disparities in the receipt of definitive treatment were identified. However, NHB patients were less likely to receive surgery (vs. radiation) within 3 and 6 months of PCa diagnosis than NHW patients (OR 0.397, p = 0.006 and OR 0.419, p = 0.005), respectively. Among NHA patients, a 1-point higher score for getting care quickly was associated with lower odds (OR 0.981, p = 0.043) of receiving definitive treatment within 3 months of PCa diagnosis, whereas among NHB patients, a 1-point higher score for doctor communication was associated with higher odds (OR 1.023, p = 0.039) of receiving definitive treatment within 6 months of PCa diagnosis. DISCUSSION We observed differential associations between PCEs and receipt of definitive treatment based on patient race/ethnicity. Further research is needed to explore these associations.
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Affiliation(s)
- Ambrish A Pandit
- Department of Pharmacy Practice, Division of Pharmaceutical Evaluation and Policy, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, 72205, USA
| | - Michael T Halpern
- Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, 9609 Medical Center Dr., Bethesda, MD, 20892-9762, USA
| | - Laura E Gressler
- Department of Pharmacy Practice, Division of Pharmaceutical Evaluation and Policy, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, 72205, USA
| | - Mohamed Kamel
- Department of Surgery, College of Medicine, University of Cincinnati, Medical Sciences Building, 231 Albert Sabin Way Suite 2501, Cincinnati, OH, 45267, USA
- Department of Urology, Ain Shams University, Cairo, 11566, Egypt
| | - Nalin Payakachat
- Department of Pharmacy Practice, Division of Pharmaceutical Evaluation and Policy, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, 72205, USA
| | - Chenghui Li
- Department of Pharmacy Practice, Division of Pharmaceutical Evaluation and Policy, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, 72205, USA.
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Khan S, Fuzzell L, Langston M, Han Y, Moore JX, Gilbert K, Sutcliffe S, Bensen JT, Mohler JL, Fontham ETH, Song L, Lewis-Thames MW. The impact of marital status on tumor aggressiveness, treatment, and screening among black and white men diagnosed with prostate cancer. Cancer Causes Control 2024; 35:531-539. [PMID: 37919455 PMCID: PMC11323108 DOI: 10.1007/s10552-023-01821-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/27/2023] [Indexed: 11/04/2023]
Abstract
PURPOSE To examine the association of marital status with prostate cancer outcomes in a racially-diverse cohort. METHODS The study population consisted of men (1010 Black; 1070 White) with incident prostate cancer from the baseline North Carolina-Louisiana Prostate Cancer (PCaP) cohort. Marital status at time of diagnosis and screening history were determined by self-report. The binary measure of marital status was defined as married (including living as married) vs. not married (never married, divorced/separated, or widowed). High-aggressive tumors were defined using a composite measure of PSA, Gleason Score, and stage. Definitive treatment was defined as receipt of radical prostatectomy or radiation. Multivariable logistic regression was used to examine the association of marital status with (1) high-aggressive tumors, (2) receipt of definitive treatment, and (3) screening history among Black and White men with prostate cancer. RESULTS Black men were less likely to be married than White men (68.1% vs. 83.6%). Not being married (vs. married) was associated with increased odds of high-aggressive tumors in the overall study population (adjusted Odds Ratio (aOR): 1.56; 95% Confidence Interval (CI): 1.20-2.02) and both Black and White men in race-stratified analyses. Unmarried men were less likely to receive definitive treatment in the overall study population (aOR: 0.68; 95% CI: 0.54-0.85). In race-stratified analyses, unmarried Black men were less likely to receive definitive treatment. Both unmarried Black and White men were less likely to have a history of prostate cancer screening than married men. CONCLUSION Lower rates of marriage among Black men might signal decreased support for treatment decision-making, symptom management, and caregiver support which could potentially contribute to prostate cancer disparities.
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Affiliation(s)
- Saira Khan
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, 660 South Euclid Avenue, St. Louis, MO, 8100-0094-02300, 63110, USA.
- Epidemiology Program, College of Health Sciences, University of Delaware, 100 Discovery Blvd., 7th floor, Newark, DE, 19713, USA.
| | - Lindsay Fuzzell
- Health Outcomes and Behavior, Moffitt Cancer Center, 12902 Magnolia Dr. MRC-COEE, Tampa, FL, 33612, USA
| | - Marvin Langston
- Department of Epidemiology and Population Health, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Yunan Han
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, 660 South Euclid Avenue, St. Louis, MO, 8100-0094-02300, 63110, USA
| | - Justin X Moore
- Center for Health Equity Transformation, Department of Behavioral Science, Department of Internal Medicine, Markey Cancer Center, University of Kentucky College of Medicine, 760 Press Avenue, Lexington, KY, 40536, USA
| | - Keon Gilbert
- Department of Behavioral Science and Health Education, College for Public Health and Social Justice, St. Louis, University, 3545 Lafayette Ave., Room 316, St. Louis, MO, 63103, USA
| | - Siobhan Sutcliffe
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis School of Medicine, 660 South Euclid Avenue, St. Louis, MO, 8100-0094-02300, 63110, USA
- Alvin J. Siteman Cancer Center, Washington University in St. Louis School of Medicine, 4921 Parkview Place, St. Louis, MO, 63110, USA
| | - Jeannette T Bensen
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina - Chapel Hill, 3130 Bioinformatics Building, CB# 7295, Chapel Hill, NC, 27599, USA
| | - James L Mohler
- Roswell Park Comprehensive Cancer Center, Elm and Carlton St, Buffalo, NY, 14263, USA
| | - Elizabeth T H Fontham
- Department of Epidemiology, School of Public Health, Louisiana State University, 2020 Gravier Street, 3rd Floor, New Orleans, LA, 70112, USA
| | - Lixin Song
- School of Nursing, University of North Carolina - Chapel Hill, Carrington Hall, CB #7460, Chapel Hill, NC, 27599, USA
| | - Marquita W Lewis-Thames
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, 750 N. Lake Shore Dr, Chicago, IL, 60611, USA
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McIntosh M, Opozda MJ, Short CE, Galvão DA, Tutino R, Diefenbach M, Ehdaie B, Nelson C. Social ecological influences on treatment decision-making in men diagnosed with low risk, localised prostate cancer. Eur J Cancer Care (Engl) 2022; 31:e13697. [PMID: 36138320 PMCID: PMC9786728 DOI: 10.1111/ecc.13697] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 04/05/2022] [Accepted: 06/06/2022] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Individuals diagnosed with low risk, localised prostate cancer (PCa) face a difficult decision between active surveillance (AS) and definitive treatment. We aimed to explore perceived influences on treatment decision-making from the patient and partner's perspectives. METHODS Patients (and partners) who met AS criteria and had chosen their treatment were recruited. Semi-structured individual interviews were conducted via telephone to explore experiences of diagnosis, impact on patient lifestyle, experiences with physicians, treatment preferences/choice, treatment information understanding and needs, and overall decision-making process. Interviews were audio recorded, transcribed verbatim, and analysed using Reflexive Thematic Analysis. RESULTS Twenty-four male patients (18 chose AS) and 12 female partners participated. Five themes relating to social-ecological influences on treatment choice were identified: (1) partner support and direct influence on patient treatment choice, (2) patient and partner vicarious experiences may influence treatment decisions, (3) the influence of the patient's life circumstances, (4) disclosing to wider social networks: friends, family, and co-workers, and (5) the importance of a good relationship and experience with physicians. Additionally, two themes were identified relating to information patients and partners received about the treatment options during their decision-making process. CONCLUSIONS A range of individual and social influences on treatment decision-making were reported. Physicians providing treatment recommendations should consider and discuss the patient and partner's existing beliefs and treatment preferences and encourage shared decision-making. Further research on treatment decision-making of partnered and non-partnered PCa patients is required. We recommend research considers social ecological factors across the personal, interpersonal, community, and policy levels.
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Affiliation(s)
- Megan McIntosh
- School of Medicine, Faculty of Health and Medical SciencesUniversity of AdelaideAdelaideSAAustralia,Freemasons Centre for Male Health and WellbeingSouth Australian Health and Medical Research Institute and The University of AdelaideAdelaideSAAustralia
| | - Melissa J. Opozda
- Freemasons Centre for Male Health and WellbeingSouth Australian Health and Medical Research Institute and The University of AdelaideAdelaideSAAustralia
| | - Camille E. Short
- Melbourne School of Psychological Sciences and Melbourne School of Health Sciences (jointly appointed)The University of MelbourneMelbourneVICAustralia
| | - Daniel A. Galvão
- Exercise Medicine Research InstituteEdith Cowan UniversityJoondalupWAAustralia
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Racial and Ethnic Disparities in Preoperative Surgical Wait Time and Renal Cell Carcinoma Tumor Characteristics. Healthcare (Basel) 2021; 9:healthcare9091183. [PMID: 34574957 PMCID: PMC8471651 DOI: 10.3390/healthcare9091183] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 09/03/2021] [Accepted: 09/05/2021] [Indexed: 11/25/2022] Open
Abstract
Racial/ethnic minority groups have a disproportionate burden of kidney cancer. The objective of this study was to assess if race/ethnicity was associated with a longer surgical wait time (SWT) and upstaging in the pre-COVID-19 pandemic time with a special focus on Hispanic Americans (HAs) and American Indian/Alaska Natives (AIs/ANs). Medical records of renal cell carcinoma (RCC) patients who underwent nephrectomy between 2010 and 2020 were retrospectively reviewed (n = 489). Patients with a prior cancer diagnosis were excluded. SWT was defined as the date of diagnostic imaging examination to date of nephrectomy. Out of a total of 363 patients included, 34.2% were HAs and 8.3% were AIs/ANs. While 49.2% of HA patients experienced a longer SWT (≥90 days), 36.1% of Non-Hispanic White (NHW) patients experienced a longer SWT. Longer SWT had no statistically significant impact on tumor characteristics. Patients with public insurance coverage had increased odds of longer SWT (OR 2.89, 95% CI: 1.53–5.45). Public insurance coverage represented 66.1% HA and 70.0% AIs/ANs compared to 56.7% in NHWs. Compared to NHWs, HAs had higher odds for longer SWT in patients with early-stage RCC (OR, 2.38; 95% CI: 1.25–4.53). HAs (OR 2.24, 95% CI: 1.07–4.66) and AIs/ANs (OR 3.79, 95% CI: 1.32–10.88) had greater odds of upstaging compared to NHWs. While a delay in surgical care for early-stage RCC is safe in a general population, it may negatively impact high-risk populations, such as HAs who have a prolonged SWT or choose active surveillance.
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Madhusudhana S, Gates M, Singh D, Grover P, Indaram M, Cheng AL. Impact of Psychological Distress on Treatment Timeliness in Oncology Patients at a Safety-Net Hospital. J Natl Compr Canc Netw 2021:jnccn20058. [PMID: 34380112 DOI: 10.6004/jnccn.2021.7018] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 01/28/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Psychological distress is common in patients with cancer. Distress can affect patients' engagement with treatment. We examined the relationship between psychological distress and treatment timeliness in a sample of adult oncology patients at a safety-net hospital. METHODS A retrospective review was conducted of all patients screened for distress at a first outpatient oncology visit between March 1, 2014, and December 31, 2015 (n=500). The analytic sample (n=96) included patients with a new cancer diagnosis and a curative-intent treatment plan for lymphoma (stage I-IV), solid tumor malignancy (stage I-III), or head and neck cancer (stage I-IVb). Distress was measured using the Hospital Anxiety and Depression Scale. Using Poisson regression, we determined the effects of depression and anxiety on treatment timeliness. Patient age, sex, race/ethnicity, insurance type, cancer site, and cancer stage were included as covariates. RESULTS Mean patient age was 54 years. The median treatment initiation interval was 28 days. Clinically significant anxiety was present in 34% of the sample, and clinically significant depression in 15%. Greater symptom severity in both anxiety and depression were associated with a longer treatment initiation interval after controlling for demographics and disease factors. The average days to treatment (DTT) was 4 days longer for patients with elevated anxiety scores and for those with elevated depression scores compared with those without. Overall survival was not associated with anxiety, depression, or DTT. CONCLUSIONS In this safety-net patient sample, greater psychological distress was associated with slower time to treatment. As of writing, this is a new finding in the literature, and as such, replication studies utilizing diverse samples and distress measurement tools are needed.
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Affiliation(s)
- Sheshadri Madhusudhana
- 1University of Missouri-Kansas City School of Medicine and
- 2Truman Medical Centers, Kansas City, Missouri
| | | | | | - Punita Grover
- 4University of Cincinnati Medical Center, Cincinnati, Ohio; and
| | | | - An-Lin Cheng
- 1University of Missouri-Kansas City School of Medicine and
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Montiel Ishino FA, Rowan C, Das R, Thapa J, Cobran E, Whiteside M, Williams F. Identifying Risk Profiles of Malignant Prostate Cancer Surgical Delay Using a Person-Centered Approach to Understand Prostate Cancer Disparities: The Constellation of Health Determinants Using Latent Class Analysis on Cancer Registry Data. Am J Mens Health 2020; 14:1557988320984282. [PMID: 33372564 PMCID: PMC7783683 DOI: 10.1177/1557988320984282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Surgical prostate cancer (PCa) treatment delay (TD) may increase the likelihood
of recurrence of disease, and influence quality of life as well as survival
disparities between Black and White men. We used latent class analysis (LCA) to
identify risk profiles in localized, malignant PCa surgical treatment delays
while assessing co-occurring social determinants of health. Profiles were
identified by age, marital status, race, county of residence (non-Appalachian or
Appalachian), and health insurance type (none/self-pay, public, or private)
reported in the Tennessee Department of Health cancer registry from 2005 to 2015
for adults ≥18 years (N = 18,088). We identified three risk
profiles. The highest surgical delay profile (11% of the sample) with a 30%
likelihood of delaying surgery >90 days were young Black men, <55 years
old, living in a non-Appalachian county, and single/never married, with a high
probability of having private health insurance. The medium surgical delay
profile (46% of the sample) with a 21% likelihood of delay were 55–69 years old,
White, married, and having private health insurance. The lowest surgical delay
profile (42% of the sample) with a 14% likelihood of delay were ≥70 years with
public health insurance as well as had a high probability of being White and
married. We identified that even with health insurance coverage, Blacks living
in non-Appalachian counties had the highest surgical delay, which was almost
double that of Whites in the lowest delay profile. These disparities in PCa
surgical delay may explain differences in health outcomes in Blacks who are most
at-risk.
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Affiliation(s)
- Francisco A Montiel Ishino
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Claire Rowan
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Rina Das
- Division of Extramural Scientific Programs, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Janani Thapa
- Department of Health Policy and Management, College of Public Health, University of Georgia, Athens, GA, USA
| | - Ewan Cobran
- Clinical and Administrative Pharmacy, College of Pharmacy, University of Georgia, Athens, GA, USA
| | - Martin Whiteside
- Tennessee Cancer Registry, Tennessee Department of Health, Nashville, TN, USA
| | - Faustine Williams
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
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McKay RR, Sarkar RR, Kumar A, Einck JP, Garraway IP, Lynch JA, Mundt AJ, Murphy JD, Stewart TF, Yamoah K, Rose BS. Outcomes of Black men with prostate cancer treated with radiation therapy in the Veterans Health Administration. Cancer 2020; 127:403-411. [PMID: 33036065 DOI: 10.1002/cncr.33224] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 07/02/2020] [Accepted: 07/09/2020] [Indexed: 01/02/2023]
Abstract
BACKGROUND Population-based studies demonstrate that Black men in the United States have an increased risk of death from prostate cancer. Determinants of racial disparities are multifactorial, including socioeconomic and biologic factors. METHODS The authors conducted a pooled analysis of patients derived from 152 centers within the Veterans Health Administration. The cohort included men who had nonmetastatic prostate diagnosed between 2001 and 2015 and received definitive radiation therapy. The primary endpoint was prostate cancer-specific mortality (PCSM). Secondary endpoints included all-cause mortality (ACM) and the time from a prostate-specific antigen level ≥4 ng/mL to biopsy and radiation therapy. A Cox regression model was performed to adjust for differences between clinical parameters. RESULTS Among the 31,131 patients included in the cohort, 9584 (30.8%) were Black. The 10-year cumulative incidence of death from prostate cancer was lower in Black men compared with White men (4.0% vs 4.8%; P = .004). In a competing risk model, Black race was associated with a decreased risk of PCSM (subdistribution hazard ratio, 0.79; 95% CI, 0.69-0.92; P = .002). Similarly, the 10-year cumulative incidence of death from any cause was lower in Black men (27.6% vs 31.8%; P < .001). In multivariable analysis, Black men had a 10% decreased risk of ACM (hazard ratio, 0.90; 95% CI, 0.85-0.95; P < .001). CONCLUSIONS The current results indicate relatively lower PCSM and ACM among Black men who were included in a large Veterans Health Administration cohort and received radiation therapy as primary treatment for nonmetastatic prostate cancer. There is an ongoing need to continue to understand and mitigate the factors associated with disparities in health care outcomes.
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Affiliation(s)
- Rana R McKay
- Department of Medicine, University of California San Diego, La Jolla, California
| | - Reith R Sarkar
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California
| | - Abhishek Kumar
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California
| | - John P Einck
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California
| | - Isla P Garraway
- Department of Urology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Julia A Lynch
- Department of Veterans Affairs, Washington, District of Columbia
| | - Arno J Mundt
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California
| | - James D Murphy
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California
| | - Tyler F Stewart
- Department of Medicine, University of California San Diego, La Jolla, California
| | - Kosj Yamoah
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Brent S Rose
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California
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Langford AT, Scherer LD, Ubel PA, Holmes-Rovner M, Scherr KA, Fagerlin A. Racial differences in veterans' response to a standard vs. patient-centered decision aid for prostate cancer: Implications for decision making in African American and White men. PATIENT EDUCATION AND COUNSELING 2020; 103:S0738-3991(20)30322-0. [PMID: 32591257 DOI: 10.1016/j.pec.2020.06.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 05/28/2020] [Accepted: 06/02/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVE To determine whether racial differences exist in patient preferences for prostate cancer treatment after being informed about options using a patient-centered vs. a standard decision aid (DA). METHODS This article reports secondary analyses of a large study of men diagnosed with early stage prostate cancer. Men were recruited from 4 VA Health Systems and randomized to receive a patient-centered or standard DA about prostate cancer treatment options. Data were collected at 1) baseline, 2) after reading the DA but prior to diagnosis, and 3) after receiving a cancer diagnosis and meeting with a urologist. RESULTS White patients who received the patient-centered DA written at a 7th grade reading level were more likely to prefer active surveillance and less likely to prefer radiation compared to those who received the standard DA written at >9th grade reading level. African American patients' treatment preferences did not differ as a function of DA. CONCLUSIONS When informed about prostate cancer treatment options through a patient-centered DA, White patients changed their treatment preferences but African American patients did not. PRACTICE IMPLICATIONS As DAs are increasingly being used in clinical practice, more research is needed regarding the efficacy, relevance, and receptivity of DAs for African Americans.
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Affiliation(s)
- Aisha T Langford
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA; Clinical and Translational Science Institute, New York University Grossman School of Medicine, New York, NY, USA.
| | - Laura D Scherer
- Division of Cardiology, University of Colorado School of Medicine, Denver, CO, USA; Colorado Program for Patient Centered Decisions at ACCORDS, University of Colorado School of Medicine, Denver, CO, USA
| | - Peter A Ubel
- Department of Medicine, Duke University Medical Center, Durham, NC, USA; Fuqua School of Business, Duke University, Durham, NC, USA; Sanford School of Public Policy, Duke University, Durham, NC, USA
| | - Margaret Holmes-Rovner
- Center for Ethics and Department of Medicine, Michigan State University, East Lansing, MI, USA
| | - Karen A Scherr
- Fuqua School of Business, Duke University, Durham, NC, USA; Department of Family Medicine and Community Health, Duke University Medical Center, Durham, NC, USA
| | - Angela Fagerlin
- Department of Population Health Sciences, University of Utah, Salt Lake City, UT, USA; Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences (IDEAS) Center for Innovation, Salt Lake City, UT, USA
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