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1.
Sex Health ; 18(2): 162-171, 2021 05.
Article in English | MEDLINE | ID: mdl-33849705

ABSTRACT

Background Data show sexually transmissible infection (STI) diagnoses in USA military personnel engaging in unprotected sex are higher during deployment than before or after. We examined sexual risk behaviour, same-sex contact, mixed sex partnerships (both casual and committed partners) and STIs among ship-assigned USA Navy and Marine Corps personnel to assess increased risk. METHODS: Data on sexual risk behaviour, partner type, gender, and healthcare provider-diagnosed STIs were collected longitudinally (2012-14) among sexually active personnel during deployment. Descriptive and bivariate data stratified by sex, STIs, and partner types were analysed using χ2 and t-tests, with statistical significance defined as P < 0.05. RESULTS: The final sample (n = 634) included 452 men (71%) and 182 women (29%). STI prevalence among males was 8% (n = 36); men who have sex with men (MSM) accounted for 25% of total STIs, and 43% of MSM reported an STI. Among all reporting STIs, 29% reported occasional partners, service member partners (15%) and non-condom use (16%). The highest proportions of non-condom use (71%), alcohol before sex (82%), and same-sex partners (67%) were reported by participants with mixed sex partners; 69% of these reported service member partners. CONCLUSIONS: Personnel with mixed partners reported high proportions of sexual risk behaviour. MSM accounted for 9% of the total population, but 25% of all STIs. As the majority of those with mixed partners and MSM also reported service member sex partners, safer sex education and prompt STI identification/treatment among these groups could reduce STI transmission among military personnel.


Subject(s)
HIV Infections , Military Personnel , Sexual and Gender Minorities , Sexually Transmitted Diseases , Female , HIV Infections/epidemiology , HIV Infections/prevention & control , Homosexuality, Male , Humans , Male , Risk-Taking , Sexual Behavior , Sexual Partners , Sexually Transmitted Diseases/epidemiology , Ships
2.
Am J Hosp Palliat Care ; 38(10): 1250-1257, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33423523

ABSTRACT

BACKGROUND: There is inconsistent evidence that palliative care intervention decreases total healthcare expenditure at end-of-life for oncology patients. This inconsistent evidence may result from small sample sizes at single institution studies and disparate characterization of costs across studies. Comprehensive studies in population-based datasets are needed to fully understand the impact of palliative care on total healthcare costs. This study analyzed the impact of palliative care on total healthcare costs in a nationally representative sample of advanced cancer patients. METHODS: We conducted a matched cohort study among Medicare patients with metastatic lung, colorectal, breast and prostate cancers. We matched patients who received a palliative care consultation to similar patients who did not receive a palliative care consultation on factors related to both the receipt of palliative care and end of life costs. We compared direct costs between matched patients to determine the per-patient economic impact of a palliative care consultation. RESULTS: Patients who received a palliative care consultation experienced an average per patient cost of $5,834 compared to $7,784 for usual care patients (25% decrease; p < 0.0001). Palliative care consultation within 7 days of death decreased healthcare costs by $451, while palliative care consultation more than 4 weeks from death decreased costs by $4,643. CONCLUSION: This study demonstrates that palliative care has the capacity to substantially reduce healthcare expenditure among advanced cancer patients. Earlier palliative care consultation results in greater cost reductions than consultation in the last week of life.


Subject(s)
Neoplasms , Palliative Care , Aged , Cohort Studies , Cost Savings , Humans , Male , Medicare , Neoplasms/therapy , United States
3.
AIDS Behav ; 24(10): 2906-2917, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32277308

ABSTRACT

A dearth of empirical research exists on female sex workers in Central America who begin selling sex under age 18. Data were collected from adult female sex workers (N = 1216) sampled using census and modified time-location sampling in three urban centers of Guatemala. In adjusted analyses, female sex workers who entered the sex trade under age 16 years were more likely to be HIV positive (AOR = 4.6, 95% CI 1.6, 13.2), have not received HIV education in their first year of sex trade (AOR = 2.8, 95% CI 1.5, 5.5), have experienced violence to force commercial sex (AOR = 4.6, 95% CI 2.2, 9.8) and have not used condoms in their first month (AOR = 2.8, 95% CI 1.3, 6.1) , relative to those who entered as adults. An interaction between age at entry and foreign migration at entry was found for HIV risk. Efforts to prevent adolescent sex trade entry are needed and may also help to reduce HIV rates in Guatemala.


Subject(s)
Condoms/statistics & numerical data , HIV Infections/diagnosis , Sex Work/statistics & numerical data , Sex Workers , Adolescent , Adult , Cross-Sectional Studies , Female , Guatemala/epidemiology , HIV Infections/epidemiology , HIV Infections/transmission , Humans , Sexual Behavior , Transients and Migrants
4.
AIDS Patient Care STDS ; 32(11): 438-449, 2018 11.
Article in English | MEDLINE | ID: mdl-30398952

ABSTRACT

This study assesses effects of a community-based intervention across seven sites in the United States on HIV care utilization and study retention, among people living with HIV (PLWH). A two-armed study was conducted from 2013 to 2016 in each of seven community-based agencies across the United States. Each site conducted interventions involving community engagement approaches in the form of case management or patient navigation. Control conditions were standard of care involving referral to HIV clinical care. Participants (N = 583) were adults reporting erratic or no HIV care in the past 6 months. Longitudinal survey data on demographics, behavioral risks, and HIV care were collected from participants at baseline, before service delivery, and at 6-month follow-up. Unadjusted and adjusted generalized linear mixed models were used to assess the intervention effects on HIV care utilization and study retention. Participants were majority black (75.5%), cisgender male (55.1%), and heterosexual (55.4%). No significant intervention effect was observed on HIV care utilization, although both groups improved significantly over time [adjusted odds ratio (AOR): 2.09, 95% confidence interval (CI): 1.30-3.37]. Intervention participants were more likely to be retained in the study (AOR: 1.50, 95% CI: 1.03-2.20). Community intervention did not affect HIV care utilization more than standard of care, but intervention participants were more likely to be retained in the study, suggesting that such approaches support relationship building in ways that can facilitate follow-up of socially vulnerable PLWH. More research is needed to understand how such community efforts can support better HIV care utilization in these populations.


Subject(s)
Anti-Retroviral Agents/therapeutic use , Continuity of Patient Care , HIV Infections/drug therapy , Patient Navigation/methods , Adult , Case Management , Community-Based Participatory Research , Female , HIV Infections/epidemiology , Healthcare Disparities , Heterosexuality , Humans , Male , Patient Navigation/organization & administration , United States/epidemiology , Vulnerable Populations , Young Adult
5.
AIDS Behav ; 22(8): 2553-2563, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29748844

ABSTRACT

People living with HIV/AIDS (PLWH) are more likely to have a history of trading sex, but little research has examined whether trading sex is associated with lower health care utilization amongst PLWH. This study assesses this association with PLWH (N = 583) recruited and surveyed from seven community sites in six US cities participating in a multi-site community-based HIV test and treat initiative. Participants were 90.6% Black or Latino, 30.4% homeless, and 9.0% (1 in 11) sold sex (past 90 days). Most reported receiving HIV clinical care (63.9%, past 6 months) and HIV case management (68.9%, past year), but 35.7% reported a missed health care appointment (past 3 months). In adjusted regression models, trading sex was associated with a missed health care appointment (OR = 2.44) and receiving psychological assistance (OR = 2.31), past 90 days, but not receipt of HIV care or supportive HIV services. Trading sex may compromise consistent health care utilization among PLWH.


Subject(s)
Case Management/statistics & numerical data , HIV Infections/therapy , Ill-Housed Persons/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Sex Work/statistics & numerical data , Adolescent , Adult , Black or African American/statistics & numerical data , Aged , Appointments and Schedules , Female , Health Services/statistics & numerical data , Hispanic or Latino/statistics & numerical data , Humans , Insurance, Health/statistics & numerical data , Logistic Models , Male , Mass Screening , Mental Health Services/statistics & numerical data , Middle Aged , Odds Ratio , Substance-Related Disorders/epidemiology , Surveys and Questionnaires , White People/statistics & numerical data , Young Adult
6.
J Glob Health ; 7(2): 020402, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28959437

ABSTRACT

BACKGROUND: India has the highest rate of excess female infant deaths in the world. Studies with decade-old data suggest gender inequities in infant health care seeking, but little new large-scale research has examined this issue. We assessed differences in health care utilization by sex of the child, using 2014 data for Bihar, India. METHODS: This was a cross-sectional analysis of statewide representative survey data collected for a non-blinded maternal and child health evaluation study. Participants included mothers of living singleton infants (n = 11 570). Sex was the main exposure. Outcomes included neonatal illness, care seeking for neonatal illness, hospitalization, facility-based postnatal visits, immunizations, and postnatal home visits by frontline workers. Analyses were conducted via multiple logistic regression with survey weights. FINDINGS: The estimated infant sex ratio was 863 females per 1000 males. Females had lower rates of reported neonatal illness (odds ratio (OR) = 0.7, 95% confidence interval (CI) = 0.6-0.9) and hospitalization during infancy (OR = 0.4, 95% CI = 0.3-0.6). Girl neonates had a significantly lower odds of receiving care if ill (80.6% vs 89.1%; OR = 0.5; 95% CI = 0.3-0.8) and lower odds of having a postnatal checkup visit within one month of birth (5.4% vs 7.3%; OR = 0.7, 95% CI = 0.6-0.9). The gender inequity in care seeking was more profound at lower wealth and higher numbers of siblings. Gender differences in immunization and frontline worker visits were not seen. INTERPRETATION: Girls in Bihar have lower odds than boys of receiving facility-based curative and preventive care, and this inequity may partially explain the persistent sex ratio imbalance and excess female mortality. Frontline worker home visits may offer a means of helping better support care for girls.


Subject(s)
Healthcare Disparities , Mothers/psychology , Patient Acceptance of Health Care/statistics & numerical data , Preventive Health Services/statistics & numerical data , Sex Factors , Adolescent , Adult , Cross-Sectional Studies , Female , Humans , India/epidemiology , Infant , Infant Mortality , Infant, Newborn , Male , Mothers/statistics & numerical data , Young Adult
7.
J Oncol Pract ; 13(9): e760-e769, 2017 09.
Article in English | MEDLINE | ID: mdl-28829693

ABSTRACT

PURPOSE: Palliative care's role in oncology has expanded, but its effect on aggressiveness of care at the end of life has not been characterized at the population level. METHODS: This matched retrospective cohort study examined the effect of an encounter with palliative care on health-care use at the end of life among 6,580 Medicare beneficiaries with advanced prostate, breast, lung, or colorectal cancer. We compared health-care use before and after palliative care consultation to a matched nonpalliative care cohort. RESULTS: The palliative care cohort had higher rates of health-care use in the 30 days before palliative care consultation compared with the nonpalliative cohort, with higher rates of hospitalization (risk ratio [RR], 3.33; 95% CI, 2.87 to 3.85), invasive procedures (RR, 1.75; 95% CI, 1.62 to 1.88), and chemotherapy administration (RR, 1.61; 95% CI, 1.45 to 1.78). The opposite pattern emerged in the interval from palliative care consultation through death, where the palliative care cohort had lower rates of hospitalization (RR, 0.53; 95% CI, 0.44-0.65), invasive procedures (RR, 0.52; 95% CI, 0.45 to 0.59), and chemotherapy administration (RR, 0.46; 95% CI, 0.39 to 0.53). Patients with earlier palliative care consultation in their disease course had larger absolute reductions in health-care use compared with those with palliative care consultation closer to the end of life. CONCLUSION: This population-based study found that palliative care substantially decreased health-care use among Medicare beneficiaries with advanced cancer. Given the increasing number of elderly patients with advanced cancer, this study emphasizes the importance of early integration of palliative care alongside standard oncologic care.


Subject(s)
Medical Oncology , Neoplasms/mortality , Palliative Care , Terminal Care , Aged , Death , Female , Hospice Care , Hospitalization , Humans , Male , Neoplasms/epidemiology , Neoplasms/therapy , Retrospective Studies , United States/epidemiology
8.
J Acquir Immune Defic Syndr ; 75(4): 408-416, 2017 08 01.
Article in English | MEDLINE | ID: mdl-28653970

ABSTRACT

BACKGROUND: To examine sexual violence across the lifespan among transgender and cisgender people living with HIV and its associations with recent risk behaviors. SETTING: Seven community-based sites serving priority populations disproportionately affected by HIV in the United States, including major metropolitan areas in the West and East Coast, as well as the suburban Mid-Atlantic and rural Southeastern regions. METHODS: From 2013 to 2016, baseline survey data were collected from participants (N = 583) of a multisite community-based HIV linkage to/retention in care study conducted at 7 sites across the United States. Adjusted mixed-effects logistic regression models with random effect for site-assessed associations of sexual violence and gender identity with risk outcomes including condomless sex, sex trade involvement, and substance use-related harms. RESULTS: One-third of participants reported a history of sexual violence; transgender [adjusted odds ratio (AOR) = 5.1, 95% confidence interval (CI): 2.6 to 10.1] and cisgender women (AOR = 3.8, 95% CI: 2.3 to 6.4) were more likely than cisgender men to experience sexual violence. Sexual violence was associated with experiencing drug-related harms (AOR = 2.6, 95% CI: 1.2 to 5.5). Transgender women were more likely than cisgender men to have sold sex (AOR = 9.3, 95% CI: 1.7 to 50.0). CONCLUSIONS: A history of sexual violence is common among transgender and cisgender women PLWH, and it increases risk for drug-related harms. Transgender women are also more likely to report selling sex.


Subject(s)
HIV Infections/psychology , Risk-Taking , Sex Offenses/psychology , Sexual Behavior/psychology , Substance-Related Disorders/psychology , Transgender Persons/psychology , Adult , Crime Victims/psychology , Female , HIV Infections/epidemiology , Humans , Male , Middle Aged , Poverty Areas , Sex Offenses/statistics & numerical data , Sex Work/psychology , Sex Work/statistics & numerical data , Sexual Behavior/statistics & numerical data , Social Support , Substance-Related Disorders/epidemiology , Transgender Persons/statistics & numerical data , United States/epidemiology
9.
Int J Radiat Oncol Biol Phys ; 96(2): 251-258, 2016 10 01.
Article in English | MEDLINE | ID: mdl-27473817

ABSTRACT

PURPOSE: To evaluate geographic heterogeneity in the delivery of hypofractionated radiation therapy (RT) for breast cancer among Medicare beneficiaries across the United States. METHODS AND MATERIALS: We identified 190,193 patients from the Centers for Medicare and Medicaid Services Chronic Conditions Warehouse. The study included patients aged >65 years diagnosed with invasive breast cancer treated with breast conservation surgery followed by radiation diagnosed between 2000 and 2012. We analyzed data by hospital referral region based on patient residency ZIP code. The proportion of women who received hypofractionated RT within each region was analyzed over the study period. Multivariable logistic regression models identified predictors of hypofractionated RT. RESULTS: Over the entire study period we found substantial geographic heterogeneity in the use of hypofractionated RT. The proportion of women receiving hypofractionated breast RT in individual hospital referral regions varied from 0% to 61%. We found no correlation between the use of hypofractionated RT and urban/rural setting or general geographic region. The proportion of hypofractionated RT increased in regions with higher density of radiation oncologists, as well as lower total Medicare reimbursements. CONCLUSIONS: This study demonstrates substantial geographic heterogeneity in the use of hypofractionated RT among elderly women with invasive breast cancer treated with lumpectomy in the United States. This heterogeneity persists despite clinical data from multiple randomized trials proving efficacy and safety compared with standard fractionation, and highlights possible inefficiency in health care delivery.


Subject(s)
Breast Neoplasms/epidemiology , Breast Neoplasms/therapy , Health Care Rationing/statistics & numerical data , Healthcare Disparities/statistics & numerical data , Mastectomy, Segmental/statistics & numerical data , Radiation Dose Hypofractionation , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Female , Geography , Humans , Neoplasm Invasiveness , Organ Sparing Treatments/statistics & numerical data , Prevalence , Radiotherapy, Adjuvant/statistics & numerical data , Retrospective Studies , Risk Factors , Rural Population , United States/epidemiology , Urban Population/statistics & numerical data , Utilization Review , Women's Health/statistics & numerical data
10.
J Natl Compr Canc Netw ; 14(4): 439-45, 2016 04.
Article in English | MEDLINE | ID: mdl-27059192

ABSTRACT

BACKGROUND: The role of palliative care has expanded over the past several decades, although the oncology-specific regional evolution of this specialty has not been characterized at the population-based level. METHODS: This study defined the patterns of palliative care delivery using a retrospective cohort of patients with advanced cancer within the SEER-Medicare linked database. We identified 83,022 patients with metastatic breast, prostate, lung, and colorectal cancers. We studied trends between 2000 through 2009, and determined patient-level and regional-level predictors of palliative care delivery. RESULTS: Palliative care consultation rates increased from 3.0% in 2000 to 12.9% in 2009, with most consultations occurring in the last 4 weeks of life (77%) in the inpatient hospital setting. The rates of palliative care delivery were highest in the West (7.6%) and lowest in the South (3.2%). The likelihood of palliative care consultation increased with decreasing numbers of regional acute care hospital beds per capita. The use of palliative care consultation increased with increasing numbers of regional physicians. The use of palliative care decreased with increasing regional Medicare expenditure with a $1,387 difference per beneficiary between the first and fourth quartiles of palliative care use. CONCLUSIONS: Geographic location influences a patient's options for palliative care in the United States. Although the overall rates of palliative care are increasing, future effort should focus on improving palliative care services in regions with the least access.


Subject(s)
Neoplasms/epidemiology , Neoplasms/therapy , Palliative Care , Practice Patterns, Physicians' , Referral and Consultation , Age Factors , Aged , Aged, 80 and over , Female , Humans , Male , Medicare , SEER Program , United States/epidemiology
11.
Int J Radiat Oncol Biol Phys ; 94(4): 700-8, 2016 Mar 15.
Article in English | MEDLINE | ID: mdl-26972642

ABSTRACT

PURPOSE: Adjuvant radiation therapy, which has proven benefit against breast cancer, has historically been associated with an increased incidence of ischemic heart disease. Modern techniques have reduced this risk, but a detailed evaluation has not recently been conducted. The present study evaluated the effect of current radiation practices on ischemia-related cardiac events and procedures in a population-based study of older women with nonmetastatic breast cancer. METHODS AND MATERIALS: A total of 29,102 patients diagnosed from 2000 to 2009 were identified from the Surveillance, Epidemiology, and End Results-Medicare database. Medicare claims were used to identify the radiation therapy and cardiac outcomes. Competing risk models were used to assess the effect of radiation on these outcomes. RESULTS: Patients with left-sided breast cancer had a small increase in their risk of percutaneous coronary intervention (PCI) after radiation therapy-the 10-year cumulative incidence for these patients was 5.5% (95% confidence interval [CI] 4.9%-6.2%) and 4.5% (95% CI 4.0%-5.0%) for right-sided patients. This risk was limited to women with previous cardiac disease. For patients who underwent PCI, those with left-sided breast cancer had a significantly increased risk of cardiac mortality with a subdistribution hazard ratio of 2.02 (95% CI 1.23-3.34). No other outcome, including cardiac mortality for the entire cohort, showed a significant relationship with tumor laterality. CONCLUSIONS: For women with a history of cardiac disease, those with left-sided breast cancer who underwent radiation therapy had increased rates of PCI and a survival decrement if treated with PCI. The results of the present study could help cardiologists and radiation oncologists better stratify patients who need more aggressive cardioprotective techniques.


Subject(s)
Heart Diseases/therapy , Percutaneous Coronary Intervention/statistics & numerical data , Unilateral Breast Neoplasms/radiotherapy , Aged , Aged, 80 and over , Arrhythmias, Cardiac/diagnosis , Arrhythmias, Cardiac/epidemiology , Confidence Intervals , Female , Heart/radiation effects , Heart Diseases/mortality , Humans , Medicare/statistics & numerical data , Myocardial Ischemia/complications , Myocardial Ischemia/etiology , Myocardial Ischemia/mortality , SEER Program , Unilateral Breast Neoplasms/complications , Unilateral Breast Neoplasms/mortality , United States
12.
J Clin Oncol ; 34(11): 1270-7, 2016 Apr 10.
Article in English | MEDLINE | ID: mdl-26884579

ABSTRACT

PURPOSE: To compare a novel generalized competing event (GCE) model versus the standard Cox proportional hazards regression model for stratifying elderly patients with cancer who are at risk for competing events. METHODS: We identified 84,319 patients with nonmetastatic prostate, head and neck, and breast cancers from the SEER-Medicare database. Using demographic, tumor, and clinical characteristics, we trained risk scores on the basis of GCE versus Cox models for cancer-specific mortality and all-cause mortality. In test sets, we examined the predictive ability of the risk scores on the different causes of death, including second cancer mortality, noncancer mortality, and cause-specific mortality, using Fine-Gray regression and area under the curve. We compared how well models stratified subpopulations according to the ratio of the cumulative cause-specific hazard for cancer mortality to the cumulative hazard for overall mortality (ω) using the Akaike Information Criterion. RESULTS: In each sample, increasing GCE risk scores were associated with increased cancer-specific mortality and decreased competing mortality, whereas risk scores from Cox models were associated with both increased cancer-specific mortality and competing mortality. GCE models created greater separation in the area under the curve for cancer-specific mortality versus noncancer mortality (P < .001), indicating better discriminatory ability between these events. Comparing the GCE model to Cox models of cause-specific mortality or all-cause mortality, the respective Akaike Information Criterion scores were superior (lower) in each sample: prostate cancer, 28.6 versus 35.5 versus 39.4; head and neck cancer, 21.1 versus 29.4 versus 40.2; and breast cancer, 24.6 versus 32.3 versus 50.8. CONCLUSION: Compared with standard modeling approaches, GCE models improve stratification of elderly patients with cancer according to their risk of dying from cancer relative to overall mortality.


Subject(s)
Models, Statistical , Neoplasms/complications , Neoplasms/mortality , Aged , Aged, 80 and over , Breast Neoplasms/complications , Breast Neoplasms/mortality , Cause of Death , Female , Head and Neck Neoplasms/complications , Head and Neck Neoplasms/mortality , Humans , Male , Medicare , Proportional Hazards Models , Prostatic Neoplasms/complications , Prostatic Neoplasms/mortality , Risk Assessment , Risk Factors , SEER Program , United States/epidemiology
13.
Radiother Oncol ; 117(2): 393-9, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26472317

ABSTRACT

BACKGROUND AND PURPOSE: In cost-effective healthcare systems, the cost of services should parallel patient complexity or quality of care. The purpose of this study was to determine whether the cost of radiotherapy correlates with patient-related outcomes among a large cohort of breast cancer patients treated with adjuvant breast radiation. MATERIALS AND METHODS: 23,127 women with non-metastatic breast cancer undergoing radiotherapy after breast conservation surgery were identified from the Surveillance, Epidemiology, and End Results database from 2000 to 2009. Medicare reimbursements were used as a proxy for cost of radiotherapy, and Medicare claims were examined to identify local toxicities, and breast cancer-related endpoints. The impact of cost on these outcomes was studied with multivariable Fine-Gray models to account for competing risks. RESULTS: The median cost (and interquartile range) of a course of breast radiation was $8100 ($6700-9700). Increased radiation costs were not associated with the occurrence of treatment-related toxicities (all p-values>0.05), ipsilateral breast recurrence (p=0.55), or breast cancer-related mortality (p=0.55). CONCLUSION: Higher costs for adjuvant radiation in breast cancer were not associated with a decreased risk of patient-related outcomes suggesting inefficiency in Medicare reimbursements. Future efforts should focus on prospective evaluation of alternative payment models for radiotherapy.


Subject(s)
Breast Neoplasms/economics , Breast Neoplasms/radiotherapy , Aged , Aged, 80 and over , Female , Humans , Treatment Outcome
14.
J Oncol Pract ; 11(5): 403-9, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26265172

ABSTRACT

PURPOSE: Radiation therapy represents a major source of health care expenditure for patients with cancer. Understanding the sources of variability in the cost of radiation therapy is critical to evaluating the efficiency of the current reimbursement system and could shape future policy reform. This study defines the magnitude and sources of variation in the cost of radiation therapy for a large cohort of Medicare beneficiaries. PATIENTS AND METHODS: We identified 55,288 patients within the SEER database diagnosed with breast, lung, or prostate cancer between 2004 and 2009. The cost of radiation therapy was estimated from Medicare reimbursements. Multivariable linear regression models were used to assess the influence of patient, tumor, and radiation therapy provider characteristics on variation in cost of radiation therapy. RESULTS: For breast, lung, and prostate cancers, the median cost (interquartile range) of a course of radiation therapy was $8,600 ($7,300 to $10,300), $9,000 ($7,500 to $11,100), and $18,000 ($11,300 to $25,500), respectively. For all three cancer subtypes, patient- or tumor-related factors accounted for < 3% of the variation in cost. Factors unrelated to the patient, including practice type, geography, and individual radiation therapy provider, accounted for a substantial proportion of the variation in cost, ranging from 44% with breast, 43% with lung, and 61% with prostate cancer. CONCLUSION: In this study, factors unrelated to the individual patient accounted for the majority of variation in the cost of radiation therapy, suggesting potential inefficiency in health care expenditure. Future research should determine whether this variability translates into improved patient outcomes for further evaluation of current reimbursement practices.


Subject(s)
Health Expenditures/trends , Medicare/economics , Neoplasms/economics , Radiotherapy, Computer-Assisted/economics , Female , Humans , Male , SEER Program , United States
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