Role of prices in driving the variation in spending across medical groups.

OBJECTIVE: To understand the relative role of prices versus utilization in the variation in total spending per patient across medical groups. DATA SOURCES: We conducted a cross-sectional analysis of medical claims for commercially insured adults from a large national insurer in 2018. STUDY DESIGN: After assigning patients to a medical group based on primary care visits in 2018, we calculated total medical spending for each patient in that year. Total spending included care provided by clinicians within the medical group and care provided by other providers, including hospitals. It did not include drug spending. We estimated the case mix adjusted spending per patient for each medical group. Within each market, we categorized medical groups into quartiles based on the group's spending per patient. To decompose spending variation into price versus utilization, we compared spending differences between highest and lowest quartile medical groups under two scenarios: (1) using actual prices (2) using a standardized price (same price used for a given service across the nation). PRINCIPAL FINDINGS: In total, 3,921,736 patients were assigned to 7284 medical groups. Per-patient spending in the highest quartile of spending medical groups was $1813 higher than per-patient spending in the lowest spending quartile of medical groups (50% higher relative spending). This overall difference was primarily driven by differences in inpatient care, imaging, and specialty care. In the scenario where we used standardized prices, the difference in spending between medical groups in the top and bottom quartiles decreased to $1425, implying that 79% of the $1813 difference in spending between the top and bottom quartile groups is explained by utilization and the remaining 21% by prices. The likely explanation for the modest impact of prices is that patients cared for by a given medical group receive care across a wide range of providers. CONCLUSIONS: Prices explained a modest fraction of the differences in spending between medical groups.

Impact of the Oncology Care Model on Use of Supportive Care Medications During Cancer Treatment.

PURPOSE: The Oncology Care Model (OCM) is an episode-based alternative payment model for cancer care that seeks to reduce Medicare spending while maintaining care quality. We evaluated the impact of OCM on appropriate use of supportive care medications during cancer treatment. METHODS: We evaluated chemotherapy episodes assigned to OCM (n = 201) and comparison practices (n = 534) using Medicare claims (2013-2019). We assessed denosumab use for beneficiaries with bone metastases from breast, lung, or prostate cancer; prophylactic WBC growth factor use for beneficiaries receiving chemotherapy for breast, lung, or colorectal cancer; and prophylactic use of neurokinin-1 (NK1) antagonists and long-acting serotonin antagonists for beneficiaries receiving chemotherapy for any cancer type. Analyses used a difference-in-difference approach. RESULTS: After its launch in 2016, OCM led to a relative reduction in the use of denosumab for beneficiaries with bone metastases receiving bone-modifying medications (eg, 5.0 percentage point relative reduction in breast cancer episodes [90% CI, -7.1 to -2.8]). There was no OCM impact on use of prophylactic WBC growth factors during chemotherapy with high or low risk for febrile neutropenia. Among beneficiaries receiving chemotherapy with intermediate febrile neutropenia risk, OCM led to a 7.6 percentage point reduction in the use of prophylactic WBC growth factors during breast cancer episodes (90% CI, -12.6 to -2.7); there was no OCM impact in lung or colorectal cancer episodes. Among beneficiaries receiving chemotherapy with high or moderate emetic risk, OCM led to reductions in the prophylactic use of NK1 antagonists and long-acting serotonin antagonists (eg, 6.0 percentage point reduction in the use of NK1 antagonists during high emetic risk chemotherapy [90% CI, -9.0 to -3.1]). CONCLUSION: OCM led to the reduced use of some high-cost supportive care medications, suggesting more value-conscious care.

Association of the Oncology Care Model With Value-Based Changes in Use of Radiation Therapy.

PURPOSE: Radiation utilization for breast cancer and metastatic bone disease varies in modality, fractionation, and cost, despite evidence demonstrating equal effectiveness and consensus recommendations such as Choosing Wisely that advocate for higher value care. We assessed whether the Oncology Care Model (OCM), an alternative payment model for practices providing chemotherapy to patients with cancer, affected the overall use and value of radiation therapy in terms of Choosing Wisely recommendations. METHODS AND MATERIALS: We used Centers for Medicare & Medicaid Services administrative data to identify beneficiaries enrolled in traditional fee-for-service Medicare who initiated chemotherapy episodes at OCM and propensity-matched comparison practices. Difference-in-difference (DID) analyses evaluated the effect of OCM on overall use of postoperative radiation for breast cancer, use of intensity modulated radiation therapy and hypofractionation for breast cancer, and fractionation patterns for treatment of metastatic bone disease from breast or prostate cancer. We performed additional analyses stratified by the presence or absence of a radiation oncologist in the practice. RESULTS: Among 27,859 postoperative breast cancer episodes, OCM had no effect on overall use of radiation therapy after breast surgery (DID percentage point difference = 0.4%; 90% confidence interval [CI], -1.7%, 2.4%) or on use of intensity modulated radiation therapy in this setting (DID = -0.6; 90% CI, -3.1, 2.0). Among 19,366 metastatic bone disease episodes, OCM had no effect on fractionation patterns for palliation of bone metastases (DID for ≤10 fractions = -1.1%; 90% CI, -2.6%, 0.4% and DID for single fraction = -0.2%; 90% CI, -1.9%, 1.6%). Results were similar for practices with and without a radiation oncologist. We did not evaluate the effect of OCM on hypofractionated radiation after breast-conserving surgery owing to evidence of differential baseline trends. CONCLUSIONS: OCM had no effect on use of radiation therapy after breast-conserving surgery for breast cancer or on fractionation patterns for metastatic bone disease. Future payment models directly focused on radiation oncology providers may be better poised to improve the value of radiation oncology care.

The Oncology Care Model and Adherence to Oral Cancer Drugs: A Difference-in-Differences Analysis.

BACKGROUND: Adherence to oral cancer drugs is suboptimal. The Oncology Care Model (OCM) offers oncology practices financial incentives to improve the value of cancer care. We assessed the impact of OCM on adherence to oral cancer therapy for chronic myelogenous leukemia (CML), prostate cancer, and breast cancer. METHODS: Using 2014-2019 Medicare data, we studied chemotherapy episodes for Medicare fee-for-service beneficiaries prescribed tyrosine kinase inhibitors (TKIs) for CML, antiandrogens (ie, enzalutamide, abiraterone) for prostate cancer, or hormonal therapies for breast cancer in OCM-participating and propensity-matched comparison practices. We measured adherence as the proportion of days covered and used difference-in-difference (DID) models to detect changes in adherence over time, adjusting for patient, practice, and market-level characteristics. RESULTS: There was no overall impact of OCM on improved adherence to TKIs for CML (DID = -0.3%, 90% confidence interval [CI] = -1.2% to 0.6%), antiandrogens for prostate cancer (DID = 0.4%, 90% CI = -0.3% to 1.2%), or hormonal therapy for breast cancer (DID = 0.0%, 90% CI = -0.2% to 0.2%). Among episodes for Black beneficiaries in OCM practices, for whom adherence was lower than for White beneficiaries at baseline, we observed small improvements in adherence to high cost TKIs (DID = 3.0%, 90% CI = 0.2% to 5.8%) and antiandrogens (DID = 2.2%, 90% CI = 0.2% to 4.3%). CONCLUSIONS: OCM did not impact adherence to oral cancer therapies for Medicare beneficiaries with CML, prostate cancer, or breast cancer overall but modestly improved adherence to high-cost TKIs and antiandrogens for Black beneficiaries, who had somewhat lower adherence than White beneficiaries at baseline. Patient navigation and financial counseling are potential mechanisms for improvement among Black beneficiaries.

Oncologists' Selection of Genetic and Molecular Testing in the Evolving Landscape of Stage II Colorectal Cancer.

PURPOSE: Little is known about the roles of genetic and molecular testing and Lynch syndrome screening in the formulation of predictive and prognostic assessments for patients with stage II colorectal cancer (CRC). METHODS: From 2012 to 2013, we surveyed medical oncologists in the Cancer Care Outcomes Research and Surveillance Consortium and evaluated oncologists' selection of microsatellite instability (MSI) and/or immunohistochemistry (IHC) for mismatch repair (MMR) proteins, germline testing for MMR genes, BRAF and KRAS mutation analysis, and Oncotype DX in stage II CRC. Physicians were randomly assigned to receive one of three vignettes that varied by strength of CRC family history. We used multivariable logistic regression to identify physician and practice characteristics associated with test selection. RESULTS: Among 327 oncologists, MSI and/or IHC for MMR proteins were most frequently selected (n = 205; 64%), with 82% versus 53% choosing MSI/IHC testing in patients with strong versus no CRC family history, respectively (adjusted odds ratio [OR], 3.87; 95% CI, 2.07 to 7.22). KRAS and Oncotype DX testing were chosen by 24% and 38% of oncologists, respectively. Graduates of non-US and Canadian medical schools and physicians compensated by fee-for-service or on the basis of productivity were more likely to choose KRAS testing versus those receiving salaries not on the basis of productivity (OR, 2.16; 95% CI, 1.17 to 3.99; and OR, 1.94; 95% CI, 1.02 to 3.66, respectively). Fee-for-service or productivity-based salaries were also associated with increased odds of Oncotype DX testing (OR, 2.04; 95% CI, 1.17 to 3.55). CONCLUSION: Among surveyed oncologists, we found undertesting and overtesting related to genetic and molecular testing and Lynch syndrome screening for patients with stage II CRC,highlighting the need for improved implementation, targeted education, and evaluation of organizational and financial arrangements to promote the appropriate use of such tests.

Physicians' propensity to discuss prognosis is associated with patients' awareness of prognosis for metastatic cancers.

BACKGROUND: Prognosis discussion is an essential component of informed decision-making. However, many terminally ill patients have a limited awareness of their prognosis and the causes are unclear. OBJECTIVE: To explore the impact of physicians' propensity to discuss prognosis on advanced cancer patients' prognosis awareness. DESIGN: Cancer Care Outcomes Research and Surveillance Consortium (CanCORS) study, a prospective cohort study with patient and physician surveys. SETTING/SUBJECTS: We investigated 686 patients with metastatic lung or colorectal cancer at diagnosis who participated in the CanCORS study and reported about their life expectancy. Data were linked to the physician survey from 486 physicians who were identified by these patients as filling important roles in their cancer care. RESULTS: Few patients with metastatic cancers (16.5%) reported an accurate awareness of their prognosis, defined as reporting a life expectancy of less than 2 years for lung cancer or less than 5 years for colorectal cancer. Patients whose most-important-doctor (in helping patient make decisions) reported discussing prognosis with terminally ill patients earlier were more likely than those whose doctors deferred these discussions to have an accurate prognosis awareness (adjusted proportion, 18.5% versus 7.6%; odds ratio, 3.23; 95% confidence interval, 1.39-7.52; p=0.006). CONCLUSIONS: Few patients with advanced cancer could articulate an accurate prognosis estimate, despite most having received chemotherapy and many physicians reported they would discuss prognosis early. Physicians' propensity to discuss prognosis earlier was associated with more accurate patient reports of prognosis. Enhancing the communication skills of providers with important roles in cancer care may help to improve cancer patients' understanding of their prognosis.

Androgen-deprivation therapy and diabetes control among diabetic men with prostate cancer.

BACKGROUND: Androgen-deprivation therapy (ADT) for prostate cancer (PCa) is associated with decreased insulin sensitivity and increased diabetes risk among nondiabetic men. Few data are available about the effects of ADT on diabetes control among men with diabetes. OBJECTIVE: We examined care for men who had diabetes at the time of PCa diagnosis to assess the effect of ADT on diabetes control, as measured by hemoglobin A1c (HbA1c) levels and the intensification of diabetes pharmacotherapy. DESIGN, SETTING, AND PARTICIPANTS: This was an observational cohort study using US Department of Veterans Affairs registry data and administrative data to assess HbA1c levels and intensification of diabetes pharmacotherapy among 2237 pairs of propensity-matched men with PCa and diabetes who were or were not treated with ADT. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: We calculated the difference in difference of HbA1c levels at baseline and at 1 and 2 yr in the two groups, compared using a paired Student t test. We used a Cox proportional hazards model to estimate time to intensification of diabetes pharmacotherapy. RESULTS AND LIMITATIONS: The mean HbA1c at baseline was 7.24 (standard error [SE]: 0.05) for the ADT group and 7.24 (SE: 0.04) for the no-ADT group. HbA1c increased at 1 yr for men treated with ADT to 7.38 (SE: 0.04) and decreased among men not treated with ADT to 7.14 (SE: 0.04), for a difference in differences of +0.24 (p=0.008). Results were similar at 2 yr (p=0.03). The worsening HbA1c control occurred despite ADT being associated with an increased hazard of addition of diabetes medication (adjusted hazard ratio: 1.20; 95% confidence interval, 1.09-1.32). The limitation of this study was that it was observational and relied on administrative data. CONCLUSIONS: ADT is associated with worsening of diabetes control and increases in HbA1c levels despite the use of additional diabetes medications.

Expected years of life lost for six potentially preventable cancers in the United States.

OBJECTIVE: This study aimed to quantify the reduced life expectancy for six types of potentially preventable cancer in the United States. METHODS: A total of 1,579,310 patients diagnosed with cancers of the lung, colon and rectum, liver, breast, cervix, or prostate in 1992-2005 were identified from the Surveillance, Epidemiology, and End Results registries. The lifetime survival functions for the cancer cohort and age-/sex-matched reference population were generated using a semi-parametric extrapolation method with annual life tables. The average expected years of life lost (EYLL) for cancers were calculated by subtracting the estimated life expectancy of the cancer cohorts from that of the reference population. RESULTS: Liver cancer and lung cancer had an average EYLL of over 13 years, while the EYLL for prostate cancer was below 2 years. When considering the annual incidence in 2012, lung cancer would cause the greatest subtotal of EYLL (3,116,000 years) followed by female breast cancer (1,420,000 years) and colorectal cancer (932,000 years). CONCLUSION: The potential life years saved by successful prevention, in terms of EYLL since diagnosis, would be substantial for lung cancer, breast cancer, and colorectal cancer. This work will inform prioritization of strategies for cancer control to minimize the life expectancy loss.

Comparison of the quality of life between patients with non-small-cell lung cancer and healthy controls.

PURPOSE: We explored covariates of the quality of life (QOL) in non-small-cell lung cancer (NSCLC) patients and made a comparison with healthy controls. METHODS: We assessed the QOL of 220 consecutive NSCLC patients at a university hospital. The QOL data were measured by the brief version of the World Health Organization's Quality of Life and by utility using the standard gamble method. We selected demographically matched healthy controls from the 2001 National Health Interview Survey for comparison. Multiple linear regression models were constructed to explore significant factors of QOL after controlling for covariates. RESULTS: Patients with more advanced stages of NSCLC had poorer scores than did the healthy controls in the physical and psychological domains. Patients with disease duration of longer than 1 year tended to report higher physical and environment QOL than did those with NSCLC diagnosed for less than 1 year. Insight into one's own illness was associated with a higher utility, better social support, and improved financial resources. CONCLUSIONS: QOL was significantly associated with staging and duration of NSCLC. Disease insight appears to be a positive factor for operable NSCLC patients of the Taiwanese culture, which implies that clinicians should respect patient autonomy in diagnosis disclosure.

Cost-effectiveness of human papillomavirus vaccination for prevention of cervical cancer in Taiwan.

BACKGROUND: Human papillomavirus (HPV) infection has been shown to be a major risk factor for cervical cancer. Vaccines against HPV-16 and HPV-18 are highly effective in preventing type-specific HPV infections and related cervical lesions. There is, however, limited data available describing the health and economic impacts of HPV vaccination in Taiwan. The objective of this study was to assess the cost-effectiveness of prophylactic HPV vaccination for the prevention of cervical cancer in Taiwan. METHODS: We developed a Markov model to compare the health and economic outcomes of vaccinating preadolescent girls (at the age of 12 years) for the prevention of cervical cancer with current practice, including cervical cytological screening. Data were synthesized from published papers or reports, and whenever possible, those specific to Taiwan were used. Sensitivity analyses were performed to account for important uncertainties and different vaccination scenarios. RESULTS: Under the assumption that the HPV vaccine could provide lifelong protection, the massive vaccination among preadolescent girls in Taiwan would lead to reduction in 73.3% of the total incident cervical cancer cases and would result in a life expectancy gain of 4.9 days or 8.7 quality-adjusted life days at a cost of US$324 as compared to the current practice. The incremental cost-effectiveness ratio (ICER) was US$23,939 per life year gained or US$13,674 per quality-adjusted life year (QALY) gained given the discount rate of 3%. Sensitivity analyses showed that this ICER would remain below US$30,000 per QALY under most conditions, even when vaccine efficacy was suboptimal or when vaccine-induced immunity required booster shots every 13 years. CONCLUSIONS: Although gains in life expectancy may be modest at the individual level, the results indicate that prophylactic HPV vaccination of preadolescent girls in Taiwan would result in substantial population benefits with a favorable cost-effectiveness ratio. Nevertheless, we should not overlook the urgency to improve the compliance rate of cervical screening, particularly for older individuals.

Differential risks of stroke in pharmacotherapy on uncomplicated hypertensive patients?

OBJECTIVE: To determine the risk of stroke associated with various antihypertensive drugs among previously uncomplicated hypertensive patients. METHODS: A retrospective cohort study was undertaken, covering the period from 1997 to 2004, of a 1,000,000-person random sample obtained from Taiwan's National Health Insurance reimbursement database. Between January 1999 and December 2004, 29 759 patients aged 30 years or older were identified as newly diagnosed uncomplicated hypertensive cases. They were followed up until the end of 2004. A time-dependent Cox's proportional hazards model was specified to analyze the risk of stroke development. RESULTS: From the 29,759 uncomplicated hypertensive patients, 1078 new cases of stroke were identified and followed up for at least 1 month during the study period, including 654 ischemic stroke cases. After adjustment for various risk factors, the hazard ratio of developing stroke was significantly higher for poor medication compliance (hazard ratio 1.5-1.9), old age, male sex, and comorbid diabetes mellitus and/or other heart diseases. Different categories of antihypertensive medications were not associated with differential effects on stroke development. In the subsequent analysis, we found that patients receiving pharmacotherapy with beta-blockers were 1.3 (95% confidence interval 1.0-1.6) times more likely to develop ischemic stroke than those who had been treated with other types of antihypertensive medication. CONCLUSION: Poor medication compliance is a key determinant of developing stroke among hypertensive patients. This study suggests that there has been no differential effect of antihypertensive medication on overall risk of stroke, whereas beta-blockers might be associated with more ischemic stroke. Further studies are needed to corroborate this hypothesis.

Antihypertensive medication prescription patterns and time trends for newly-diagnosed uncomplicated hypertension patients in Taiwan.

BACKGROUND: Knowledge of existing prescription patterns in the treatment of newly-diagnosed hypertension can provide useful information for improving clinical practice in this field. The aims of this study are to determine the prescription patterns and time trends for antihypertensive medication in newly-diagnosed cases of uncomplicated hypertension in Taiwan and to compare these with current clinical guidelines. METHODS: A total of 6,536 newly-diagnosed patients with uncomplicated hypertension, aged >/=30 years, were identified from the representative 200,000-person sample in the computerized reimbursement database of the National Health Insurance in Taiwan. These patients were followed from 1998 to 2004 with all diagnoses, prescription data and medication charges being retrieved for subsequent analysis. RESULTS: Prescription patterns varied by age, gender and clinical facilities, with mono-therapies being found to be dominant in the first year, albeit declining over time. Calcium channel blockers and beta-blockers were the most frequently prescribed antihypertensive drugs, either alone or in combinations. Although least expensive, the prescription rates of diuretics were low, at 8.3% for mono-therapies and 19.9% overall. The prescription rate for angiotensin receptor blockers (ARBs) was elevated considerably over time. After controlling for other related factors by multiple logistic regression analysis, ARBs were found to be prescribed mainly by medical centers or regional hospitals. CONCLUSION: These findings indicate the existence of a gap between current clinical practice and the desired goal of cost-effectiveness in antihypertensive treatment in Taiwan, which should be corrected.