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1.
Int J Part Ther ; 10(2): 65-72, 2023.
Article in English | MEDLINE | ID: mdl-38075483

ABSTRACT

Purpose: Obtaining prior authorization (PA) before treatment is becoming increasingly burdensome in oncology, especially in radiation oncology. Here, we describe the impact of a strategic novel operational PA redesign to shorten authorization time and to improve patient access to cancer care at a large United States academic proton therapy center. We ask whether such a redesign may be replicable and adoptable across oncology centers. Materials and Methods: Our PA redesign strategy was based on a 3-tiered approach. Specifically, we (1) held payors accountable to legally backed timelines, (2) leveraged expertise on insurance policies and practices, and (3) updated the submission, appeal writing, and planning procedures for PA. Metrics were compared at the following 3 time points: 6 months before, at phase-in, and at 6 months after intervention. Results: In analyzing the impact of improving PA access to care, the percentage of approvals for commercial proton beam therapy improved by an absolute 30.6% postintervention (P < .001). The proportion of commercially insured patients treated with proton beam therapy also increased by 6.2%, and the number of new starts rose by 11.7 patients/mo. Overall patient census increased by 13 patients/d. Median authorization time was 1 week, and 90% of surveyed providers reported reduced PA burden and improved patient care. Conclusion: This is the first validated, comprehensive operational strategy to improve access to cancer therapy while reducing the burden of PA. This novel approach may be helpful for addressing barriers to PA in medical and surgical oncology because the redesign is predicated on laws that regulate PA across disciplines.

2.
Int J Part Ther ; 8(3): 36-42, 2022.
Article in English | MEDLINE | ID: mdl-35127974

ABSTRACT

PURPOSE: To determine factors that influence insurance approval for definitive proton therapy (PT) for prostate cancer. MATERIALS AND METHODS: Between 2014 and 2018, 1592 insured patients with localized prostate cancer were evaluated and recommended to undergo definitive PT; 547 patients (34.4%) had commercial insurance, whereas 1045 patients (65.6%) had Medicare/Medicaid. Of those with Medicare, 164 patients (15.7%) had Medicare alone; 677 (64.8%) had supplemental plans; and 204 (19.5%) had secondary commercial insurance. Insurance that "covered" PT for prostate cancer implied that it was an indication designated in the coverage policy. "Not covered" means that the insurance policy did not list prostate cancer as an indication for PT. Of all 1592 patients, 1263 (79.3%) belonged to plans that covered PT per policy. However, approval for PT was still required via medical review for 619 patients (38.9%), comparative dosimetry for 56 patients (3.5%), peer-to-peer discussion for 234 patients (14.7%), and administrative law judge hearings for 3 patients (<0.1%). Multivariate analyses of factors affecting approval were conducted, including risk group (low/intermediate versus high), insurance type (commercial versus Medicare/Medicaid), whether PT was included as a covered benefit under the plan (covered versus not covered), and time period (2014-16 versus 2017 versus 2018). RESULTS: On multivariate analysis, factors affecting PT approval for prostate treatment included coverage of PT per policy (97.1% had approval with insurance that covered PT versus 48.6% whose insurance did not cover PT; P < .001); insurance type (32.5% had approval with commercial insurance versus 97.4% with Medicare; P < .001); and time, with 877/987 patients (88.9%) approved between 2014 and 2016, 255/312 patients (81.7%) approved during 2017, and 255/293 patients (87.0%) approved thereafter (P = .02). Clinical factors, including risk group, had no bearing on insurance approval (P = .44). CONCLUSION: Proton insurance approval for prostate cancer has decreased, is most influenced by the type of insurance a patient belongs to, and is unrelated to clinical factors (risk group) in this study. More work is needed to help navigate appropriate access to care and to assist patients seeking definitive PT for prostate cancer treatment.

3.
Int J Part Ther ; 6(2): 26-30, 2019.
Article in English | MEDLINE | ID: mdl-31998818

ABSTRACT

PURPOSE: To determine factors that influence insurance approval for breast cancer patients for whom adjuvant proton therapy (PT) is recommended. PATIENTS AND METHODS: We sought to identify factors associated with PT approval among 131 insured patients seen in consultation between 2014 and 2018 and recommended adjuvant PT. Insurance status included: commercial, 76 patients (58%); Medicare, 41 (31%); and Medicaid, 14 (11%). Ninety-six patients (73%) had policies that "covered" PT. Insurance "coverage" for PT was not associated with final approval nor was lack of "coverage" associated with denial despite additional steps of medical review, peer-to-peer discussion, patient appeal, and judicial review.In seeking approval, the following steps were required: medical review, 73 patients (56%); comparative dosimetry, 34 patients (26%); peer-to-peer discussion, 20 patients (15%); and administrative law judge, 1 patient (1%). A multivariate analysis of predictors for final insurance approval was conducted including the following covariates: T stage (Tis-T2 vs T3-T4); N stage (N0 vs N1-N3); laterality (left or bilateral vs right); insurance type (commercial vs Medicare/Medicaid) combined with potential insurance coverage (covered vs not covered); time period (2014-2016 vs 2017-2018); and age (<57 years vs 57 and older). RESULTS: Insurance approval was obtained for 93/96 patients (97%) with insurance that covered PT versus 23/35 patients (66%) whose insurance did not cover PT. Insurance approval stratified by insurance type and coverage was: commercial-covered, 52/52 patients (100%); Medicare or Medicaid-covered, 41/44 (93%); commercial-not covered, 16/22 (73%); and Medicare or Medicaid-not covered, 7/13 (54%).On multivariate analysis, factors impacting approval revealed T stage, p=0.3127; N stage, p=0.8524; laterality, p=0.1829; insurance type combined with potential coverage, p<0.0001; time period, p=0.2731; and age, p=0.6678. CONCLUSION: The only parameter that significantly influenced approval for treatment with PT was insurance type combined with potential coverage with ultimate approval rates ranging from 54% to 100%.

4.
PLoS One ; 13(5): e0195605, 2018.
Article in English | MEDLINE | ID: mdl-29723236

ABSTRACT

The number of people diagnosed with dementia is expected to rise in the coming years. Given that there is currently no definite cure for dementia and the cost of care for this condition soars dramatically, slowing the decline and maintaining independent living are important goals for supporting people with dementia. This paper discusses a study that is called Technology Integrated Health Management (TIHM). TIHM is a technology assisted monitoring system that uses Internet of Things (IoT) enabled solutions for continuous monitoring of people with dementia in their own homes. We have developed machine learning algorithms to analyse the correlation between environmental data collected by IoT technologies in TIHM in order to monitor and facilitate the physical well-being of people with dementia. The algorithms are developed with different temporal granularity to process the data for long-term and short-term analysis. We extract higher-level activity patterns which are then used to detect any change in patients' routines. We have also developed a hierarchical information fusion approach for detecting agitation, irritability and aggression. We have conducted evaluations using sensory data collected from homes of people with dementia. The proposed techniques are able to recognise agitation and unusual patterns with an accuracy of up to 80%.


Subject(s)
Activities of Daily Living , Dementia/physiopathology , Housing , Machine Learning , Monitoring, Physiologic/instrumentation , Entropy , Humans , Markov Chains
5.
Int J Radiat Oncol Biol Phys ; 96(2): 401-405, 2016 10 01.
Article in English | MEDLINE | ID: mdl-27475669

ABSTRACT

PURPOSE: To analyze the effectiveness of a certified child life specialist (CCLS) in reducing the frequency of daily anesthesia at our institution, and to quantify the potential health care payer cost savings of CCLS utilization in the United States. METHODS AND MATERIALS: From 2006 to 2014, 738 children (aged ≤21 years) were treated with radiation therapy at our institution. We retrospectively analyzed the frequency of daily anesthesia before and after hiring a CCLS in 2011 after excluding patients aged 0 to 2 and >12 years. In the analyzed cohort of 425 patients the median age was 7.6 years (range, 3-12.9 years). For the pre-CCLS period the overall median age was 7.5 years; for the post-CCLS period the median age was 7.7 years. An average 6-week course of pediatric anesthesia for radiation therapy costs $50,000 in charges to the payer. The average annual cost to employ one CCLS is approximately $50,000. RESULTS: Before employing a CCLS, 69 of 121 children (57%) aged 3 to 12 years required daily anesthesia, including 33 of 53 children (62.3%) aged 5 to 8 years. After employing a CCLS, 124 of 304 children (40.8%) aged 3 to 12 years required daily anesthesia, including only 34 of 118 children (28.8%) aged 5 to 8 years (P<.0001). With a >16% absolute reduction in anesthesia use after employment of a CCLS, the health care payer cost savings was approaching $50,000 per 6 children aged 3 to 12 years treated annually with radiation therapy in our institution. This reduction resulted in a total of only 6 children aged 3 to 12 years required anesthesia to be treated per year at our center to achieve nearly break-even cost savings to the health care payer if the payer were to subsidize the employment expense of a CCLS. Overall, the CCLS intervention can provide an average annualized health care payer cost savings of "$[(anesthesia cost to payer during radiation therapy course/6) - (CCLS expense to payer/N)]" per child (N) treated with radiation therapy, where N equals the number of children aged 3 to 12 years treated in 1 year. This formula assumes that the payer subsidizes the cost for the employment of a CCLS, although our institution absorbed this expense for this data cohort. The predicted annualized health care system cost savings from reducing the frequency of anesthesia with radiation therapy when treating 100 children aged 3 to 12 years per year could exceed $775,000. CONCLUSIONS: These data suggest that a CCLS significantly reduces the frequency of daily anesthesia for children treated with radiation therapy. Health care system payers may achieve significant cost savings by financially supporting the employment of a CCLS in high-volume pediatric radiation therapy centers.


Subject(s)
Anesthesia/economics , Child Health Services/economics , Health Care Costs/statistics & numerical data , Neoplasms/economics , Neoplasms/radiotherapy , Radiotherapy/economics , Adolescent , Anesthesia/statistics & numerical data , Child , Child Health Services/statistics & numerical data , Child, Preschool , Cost Savings/statistics & numerical data , Female , Florida/epidemiology , Humans , Male , Neoplasms/epidemiology , Patient Acceptance of Health Care/statistics & numerical data , Pediatrics/economics , Prevalence , Radiation Oncology/economics , Radiotherapy/statistics & numerical data , Retrospective Studies , Utilization Review/economics
6.
Appl Environ Microbiol ; 80(1): 104-9, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24123749

ABSTRACT

The roles of various core components, including α/ß/γ-type small acid-soluble spore proteins (SASP), dipicolinic acid (DPA), core water content, and DNA repair by apurinic/apyrimidinic (AP) endonucleases or nonhomologous end joining (NHEJ), in Bacillus subtilis spore resistance to different types of ionizing radiation including X rays, protons, and high-energy charged iron ions have been studied. Spores deficient in DNA repair by NHEJ or AP endonucleases, the oxidative stress response, or protection by major α/ß-type SASP, DPA, and decreased core water content were significantly more sensitive to ionizing radiation than wild-type spores, with highest sensitivity to high-energy-charged iron ions. DNA repair via NHEJ and AP endonucleases appears to be the most important mechanism for spore resistance to ionizing radiation, whereas oxygen radical detoxification via the MrgA-mediated oxidative stress response or KatX catalase activity plays only a very minor role. Synergistic radioprotective effects of α/ß-type but not γ-type SASP were also identified, indicating that α/ß-type SASP's binding to spore DNA is important in preventing DNA damage due to reactive oxygen species generated by ionizing radiation.


Subject(s)
Bacillus subtilis/radiation effects , DNA Repair , DNA, Bacterial/radiation effects , Radiation, Ionizing , Spores, Bacterial/radiation effects , Bacterial Proteins/metabolism , Picolinic Acids/metabolism , Reactive Oxygen Species/metabolism , Water/metabolism
7.
Astrobiology ; 12(11): 1069-77, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23088412

ABSTRACT

The space environment contains high-energy charged particles (e.g., protons, neutrons, electrons, α-particles, heavy ions) emitted by the Sun and galactic sources or trapped in the radiation belts. Protons constitute the majority (87%) of high-energy charged particles. Spores of Bacillus species are one of the model systems used for astro- and radiobiological studies. In this study, spores of different Bacillus subtilis strains were used to study the effects of high energetic proton irradiation on spore survival. Spores of the wild-type B. subtilis strain [mutants deficient in the homologous recombination (HR) and non-homologous end joining (NHEJ) DNA repair pathways and mutants deficient in various spore structural components such as dipicolinic acid (DPA), α/ß-type small, acid-soluble spore protein (SASP) formation, spore coats, pigmentation, or spore core water content] were irradiated as air-dried multilayers on spacecraft-qualified aluminum coupons with 218 MeV protons [with a linear energy transfer (LET) of 0.4 keV/µm] to various final doses up to 2500 Gy. Spores deficient in NHEJ- and HR-mediated DNA repair were significantly more sensitive to proton radiation than wild-type spores, indicating that both HR and NHEJ DNA repair pathways are needed for spore survival. Spores lacking DPA, α/ß-type SASP, or with increased core water content were also significantly more sensitive to proton radiation, whereas the resistance of spores lacking pigmentation or spore coats was essentially identical to that of the wild-type spores. Our results indicate that α/ß-type SASP, core water content, and DPA play an important role in spore resistance to high-energy proton irradiation, suggesting their essential function as radioprotectants of the spore interior.


Subject(s)
Bacillus subtilis/radiation effects , DNA End-Joining Repair , Homologous Recombination , Radiation, Ionizing , Spores, Bacterial/radiation effects , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , DNA, Bacterial/radiation effects , Mutation , Protons
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