Frailty and medical financial hardship among older adults with cancer in the United States.

Background: Little is known about the association between frailty level and medical financial hardship among older adults with cancer. This study aims to describe the prevalence of frailty and to identify its association with medical financial hardship among older cancer survivors in the United States. Methods: The National Health Interview Survey (NHIS; 2019-2020) was used to identify older cancer survivors (n = 3,919). Both the five-item (Fatigue, Resistance, Ambulation, Illnesses, and Low weight-for-height) FRAIL and the three-domain (Material, Psychological, and Behavioral) medical financial hardship questions were constructed based on the NHIS questionnaire. Multivariable logistic models were used to identify the frailty level associated with financial hardship and its intensity. Results: A total of 1,583 (40.3%) older individuals with cancer were robust, 1,421 (35.9%) were pre-frail, and 915 (23.8%) were frail. Compared with robust cancer survivors in adjusted analyses, frail cancer survivors were more likely to report issues with material domain (odds ratio (OR) = 3.19, 95%CI: 2.16-4.69; p < 0.001), psychological domain (OR = 1.47, 95%CI: 1.15-1.88; p < 0.001), or behavioral domain (ORs ranged from 2.19 to 2.90, all with p < 0.050), and greater intensities of financial hardship. Conclusion: Both pre-frail and frailty statuses are common in the elderly cancer survivor population, and frail cancer survivors are vulnerable to three-domain financial hardships as compared with robust cancer survivors. Ongoing attention to frailty highlights the healthy aging of older survivors, and efforts to targeted interventions should address geriatric vulnerabilities during cancer survivorship.

The development and validation of a patient-reported outcome measure to assess financial hardship among older cancer survivors in China: hardship and recovery with distress survey.

Background: Financial hardship has been described as a patient's economic experiencefollowing cancer-related treatment. Standardized patient-reported outcome measures(PROM) to assess this distress has not been well-studied, especially among older cancer survivors. Objective: The aim of this study was to develop and validate PROM for assessing the financial hardship of older cancer survivors in China. Methods: Items were generated using qualitative interviews and literature review. Items were screened based on Delphi expert consultation and patients' opinions. Item response theory (IRT) and classical test theory (CTT) were used to help reduce items. Retained items formed a pilot instrument that was subjected to psychometric testing. A cut-off score for the new instrument for predicting poor quality of life was identified by receiver operating characteristic (ROC) analysis. Results: Qualitative interviews and literature review generated 135 items, which were reduced to 60 items because of redundancy. Following Delphi expert consultation and patients' evaluation, 24 items with high importance were extracted. Sixteen items were selected due to satisfactory statistical analysis based on CTT and IRT. Ten items were retained and comprised 2 domains after loadings in exploratory factor analysis (EFA). Internal consistency was satisfactory (α = 0.838). Test-retest reliability was good (intraclass correlation, 0.909). The ROC analysis suggested that the cut-off of 18.5 yielded an acceptable sensitivity and specificity. Conclusions: The PROM for Hardship and Recovery with Distress Survey (HARDS) consists of 10 items that specifically reflect the experiences of financial hardship among older Chinese cancer survivors, and it also showed good reliability and validity in clinical settings.

Association of frailty with the incidence risk of cardiovascular disease and type 2 diabetes mellitus in long-term cancer survivors: a prospective cohort study.

BACKGROUND: Comorbidities among cancer survivors remain a serious healthcare burden and require appropriate management. Using two widely used frailty indicators, this study aimed to evaluate whether frailty was associated with the incidence risk of cardiovascular disease (CVD) and type 2 diabetes mellitus (T2DM) among long-term cancer survivors. METHODS: We included 13,388 long-term cancer survivors (diagnosed with cancer over 5 years before enrolment) free of CVD and 6101 long-term cancer survivors free of T2DM, at the time of recruitment (aged 40-69 years), from the UK Biobank. Frailty was assessed by the frailty phenotype (FP_Frailty, range: 0-5) and the frailty index (FI_Frailty, range: 0-1) at baseline. The incident CVD and T2DM were ascertained through linked hospital data and primary care data, respectively. The associations were examined using Cox proportional hazards regression models. RESULTS: Compared with non-frail participants, those with pre-frailty (FP_Frailty [met 1-2 of the components]: hazard ratio [HR]=1.18, 95% confidence interval [CI]: 1.05, 1.32; FI_Frailty [0.10< FI ≤0.21]: HR=1.51, 95% CI: 1.32, 1.74) and frailty (FP_Frailty [met ≥3 of the components]: HR=2.12, 95% CI: 1.73, 2.60; FI_Frailty [FI >0.21]: HR=2.19, 95% CI: 1.85, 2.59) had a significantly higher risk of CVD in the multivariable-adjusted model. A similar association of FI_Frailty with the risk of incident T2DM was observed. We failed to find such an association for FP_Frailty. Notably, the very early stage of frailty (1 for FP_Frailty and 0.1-0.2 for FI_Frailty) was also positively associated with the risk of CVD and T2DM (FI_Frailty only). A series of sensitivity analyses confirmed the robustness of the findings. CONCLUSIONS: Frailty, even in the very early stage, was positively associated with the incidence risk of CVD and T2DM among long-term cancer survivors, although discrepancies existed between frailty indicators. While the validation of these findings is required, they suggest that routine monitoring, prevention, and interventive programs of frailty among cancer survivors may help to prevent late comorbidities and, eventually, improve their quality of life. Especially, interventions are recommended to target those at an early stage of frailty when healthcare resources are limited.

A nationally representative study of aerobic activity and strength training in older cancer survivors and their psychological distress and sleep difficulties.

OBJECTIVE: To examine the prevalence of different levels of aerobic activity and strength training in older cancer survivors and their associations with psychological distress and sleep difficulties. METHODS: We used cross-sectional data from the 2016-2018 National Health Interview Survey on 3,425 survivors aged ≥ 65 years. Individuals were classified into active, insufficiently active, and inactive categories, and by whether they reported strength training at least twice per week. The outcome variables were self-reported psychological distress, trouble falling asleep, trouble staying asleep, and trouble waking up feeling rested. Multivariate logistic models were used to calculate the odds ratios (ORs) and the 95% confidence intervals (CIs). RESULTS: Only 35.2% of older survivors reached the recommended aerobic activity guidelines, and 12% had strength training at least twice per week. A total of 626 (18.3%) reported at least moderate psychological distress, and 1,137 (33.2%) had trouble staying asleep. For survivors who reported strength training less than two times per week, being insufficiently active or inactive was associated with worse psychological distress (OR 1.52, 95% CI 1.17-1.97; OR 1.30, 95% CI 1.02-1.64) and more sleep difficulties (OR ranging from 1.33 to 2.07). Among active survivors, strength training two or more times per week was associated with more trouble staying asleep (OR 1.67, 95% CI 1.06-2.58). CONCLUSIONS: Most older cancer survivors did not meet the recommended physical activity guidelines and suffered from psychological distress and sleep difficulties. Additional research may be needed to examine the effects of frequent muscle strength training on sleep quality.

Frailty and its association with health-related quality of life among older cancer patients: an evidence-based study from China.

BACKGROUND: There is limited information about the population characteristics and adverse health outcomes of older cancer patients in China. This study aimed to describe the prevalence of frailty and examine the association between frailty and health-related quality of life (HRQoL) among older cancer patients. METHODS: This was a cross-sectional study involving older patients diagnosed with cancer in two tertiary hospitals in Shandong Province, China. Frailty was assessed using Geriatric 8 (G-8). HRQoL was measured using the five-level EuroQol-5-dimension (EQ-5D-5L) questionnaire. The Tobit regression model and logistic regression model was used to identify the relationship between frailty and HRQoL. RESULTS: Of the 229 older patients, 175 (76.4%) were frail. Frail patients had lower EQ-5D-5L utility scores than those who were non-frail (0.830 vs. 0.889; P = 0.004). After adjustments for sociodemographic and cancer-related variables, frailty was statistically associated with worse health-related quality of life (OR = 6.024; P = 0.001). CONCLUSION: Frailty was associated with deteriorated HRQoL in older patients with cancer. Early frailty screening and preventive interventions are essential for improving quality of life through decision-making or pretreatment optimization in geriatric oncology.

The majority of cancer cases and cancer mortality occur in older adults. Aging is a heterogenic process, which results in great diversity in older cancer patients concerning physical, psychological, and social status. There is limited information about the population characteristics and adverse health outcomes of older cancer patients in China, and the magnitude of this problem is unclear, creating challenges in understanding health disparities in geriatric cancer care. In this study, we have described the prevalence of frailty and explored the relationship between frailty and health-related quality of life (HRQoL). This study demonstrated that frailty, not being currently married, advanced cancer stage, and cancer site were significant factors influencing the lower HRQoL. Furthermore, frail individuals had a higher probability belonging to the lowest HRQoL quartile group. This study is considered as the first step in highlighting the importance of staging the aging and assessing quality of life among older cancer patients in China.

Financial toxicity among older cancer survivors in China: a qualitative study of oncology providers' perceptions and practices.

OBJECTIVE: Despite oncology providers' significant roles in patient care, few studies have been conducted to investigate oncology providers' understanding of financial toxicity. This study aimed to explore oncology providers' perceptions and practices relating to the financial toxicity of older cancer survivors in China. METHODS: A qualitative study was conducted. Individual interviews were conducted with 14 oncology providers at four general hospitals and two cancer specialist hospitals in China. Qualitative data was analyzed using descriptive coding and thematic analysis methods. RESULTS: The perceptions of participants about the financial toxicity of older cancer survivors include (1) older adults with cancer are especially vulnerable to financial toxicity; (2) inadequate social support may lead to financial toxicity; and (3) cancer-related financial toxicity increased the risk of poor treatment outcomes. The interventions to mitigate its negative effects include (1) effective communication about the cancer-related costs; (2) improving the professional ability to care for the patient; (3) cancer education program as a way to reduce knowledge gaps; and (4) clinical empathy as an effective treatment strategy. CONCLUSION: Oncology providers perceive that older cancer patients' financial toxicity plays a key role in increasing the negative effects of diagnosis and treatment of cancer, as well as possibly worsening cancer outcomes. Some potential practices of providers to mitigate financial toxicity include utilizing effective cost communication, improving professional ability in geriatric oncology care, and promoting further cancer education and clinical empathy.

Exercise and Reduced Nicotine Content Cigarettes in Adult Female Smokers: A Pilot Trial.

Background: Although Reduced Nicotine Cigarettes (RNC) are suggested to improve smoking cessation and cardiometabolic health in relation to cancer risk, the effectiveness of exercise training with RNC on smoking cessation and cardiometabolic health is unknown. Methods: Female smokers (N = 27) were randomized to: (1) usual nicotine cigarettes (i.e., control), (2) RNC or (3) RNC plus exercise treatment for 12 weeks. Smoking withdrawal symptoms (e.g., Wisconsin Smoking Withdrawal Scale) and cardiometabolic health (e.g., weight, VO2max, resting respiratory exchange ratio (RER), glucose, HOMA-IR) were examined before and after treatment. Results: Treatments had no differential effect on weight (p = 0.80; partial η2 = 0.29), VO2max (p = 0.20, partial η2 = 0.18), or total cholesterol/HDL ratios (p = 0.59, partial η2 = 0.06). However, RNC + Exercise tended to maintain RER (i.e., fat oxidation; p = 0.10, partial η2 = 0.10) as well as insulin resistance (p = 0.13, partial η2 = 0.25) and cortisol compared (p = 0.06, partial η2 = 0.30) with control and RNC. Increased VO2max was also associated with lower nicotine dependence scores (r = −0.50, p < 0.05). Conclusion: In this pilot study, improved fitness was associated with lower nicotine dependence. Additional work is warranted to examine the effects of exercise in smokers as a tool to improving smoking cessation and lower disease risk.

The Urban-Rural Disparities and Associated Factors of Health Care Utilization Among Cancer Patients in China.

Objective: This study aimed to examine the urban-rural disparities and associated factors of health care utilization among cancer patients in China. Methods: This study used the data collected from a cross-sectional survey conducted in China. A total of 1,570 cancer survivors from three urban districts and five rural counties were selected by using a multistage stratified random sampling method. We measured health care utilization with the way of cancer diagnosis, the number of hospitals visited, and receiving alternative therapies. Chi-square test was used to examine the differences between urban and rural cancer patients. Binary logistic regression analysis was performed to explore the determinants of health care utilization. Results: Among 1,570 participants, 84.1% were diagnosed with cancer after developing symptoms, 55.6% had visited two and above hospitals, and 5.7% had received alternative therapies. Compared with urban cancer patients, rural ones were more likely to be diagnosed with cancer after developing symptoms (χ2 = 40.04, p < 0.001), while they were less likely to visit more than one hospital (χ2 = 27.14, p < 0.001). Residence area (urban/rural), health insurance type, household income, age at diagnosis, tumor site, stage of tumor, and survival years were significantly associated with health care utilization of cancer patients (p < 0.01). Conclusions: Health care utilization was suboptimal among cancers patients in China. Rural cancer patients had less health care utilization including screenings and treatments than urban ones. Policymakers should implement specific strategies to ensure equitable utilization of cancer care. More attention should be paid to the disadvantaged groups and rural cancer patients. Prioritizing health resources allocation is needed to prevent, screen, and treat cancers in rural areas.

Challenges faced by Chinese community nurses when providing home-based hospice and palliative care: a descriptive qualitative study.

BACKGROUND: Hospital facilities in China are experiencing increased strain on existing systems and medical resources, necessitating the use of home-based hospice and palliative care (HBHPC). HBHPC primarily relies on community nurses and related medical personnel. Understanding the challenges that community nurses face when providing this form of care is urgently needed to optimize the design and delivery of HBHPC. Our study aimed to gain insight into community nurses' challenges when providing HBHPC for patients. METHODS: We performed a descriptive qualitative study using a phenomenology approach. Purposive sampling was used to recruit 13 nurses from two community health service centers in Jinan, Shandong Province, China. A thematic analysis was applied to identify themes from the transcribed data. RESULTS: Three major themes emerged: 1) Community nurses' inadequate self-preparation for providing HBHPC; 2) Patients and their families' non-collaboration in HBHPC; 3) Community health service career disadvantages. Many negative experiences can be attributed to institutional barriers. CONCLUSION: Community nurses faced multifaceted challenges in home care settings. This study could provide a framework for guiding the improvement of interventional variables in the provision of HBHPC. Future research should involve developing effective methods of improving community nurses' job motivation and community health service institutions' incentive systems, as well as increasing advocacy around HBHPC.

Older cancer survivors living with financial hardship in China: A qualitative study of family perspectives.

OBJECTIVE: Financial hardship among older cancer survivors has not been well-studied, despite its debilitating effects on their health and well-being. The purpose of this study was to describe the lived experiences of Chinese older cancer survivors who have experienced financial hardship following a cancer diagnosis. METHODS: A qualitative study was conducted. Data was collected using in-depth interviews with 21 older cancer survivors (aged ≥ 60) with financial hardship and 20 family caregivers in Shandong Province, China between August 2020 and January 2021. Data were analyzed using Colaizzi's phenomenological method. RESULTS: Four main themes emerged: (1) older survivors have insufficient ability to address cancer-related costs; (2) financial transfers from adult children to older parents became prevalent after a cancer diagnosis; (3) cancer-related financial worries and stress extended into children's families; (4) coping and adjustment strategies were used by the extended family. Traditional Confucian culture and the Chinese health care system considerably impacted the interpretation of financial hardship. CONCLUSION: Both older cancer survivors and their adult children experienced financial distress impacted by filial piety in China. Strategies adapted to Confucian family values and the health care system are needed to address cancer-related financial hardships.

Employment changes among Chinese family caregivers of long-term cancer survivors.

BACKGROUND: Family caregivers (FCGs) play a key role in the plan of care provision for long-term cancer survivors, yet few studies have been conducted on the impact of long-term caregiving on FCGs and their employment patterns. This study aims to further our understanding of the effect that caregiving role has on FCGs by identifying what cancer-related characteristics influence reduction of employment hours among FCGs in the post-treatment phase in China. METHODS: A total of 1155 cancer survivors participated in this study. Patients reported changes in the employment patterns of their FCGs. Descriptive analysis looked at demographic and cancer-related characteristics of cancer survivors and types of FCGs' employment changes in both primary- and post-treatment phases. Chi-square test was used to statistically test the association between survivors' characteristics and changes in FCGs' hours of labor force work in post-treatment phase. Separate multivariable logistic regression models were used to examine the relationship between cancer-related characteristics of participants and employment reduction patterns among FCGs in post-treatment phase while controlling for demographic factors. RESULTS: In the primary-treatment phase, 45.6% of all FCGs reduced their working hours and 17.4% stopped working altogether. In the post-treatment phase, 25.2% of FCGs worked fewer hours and 6.6% left the workforce completely. The results show that a higher probability of change in employment hours among FCGs is associated with the following patient characteristics: having comorbidities, receiving chemotherapy treatment, limited ability to perform physical tasks, limited ability to perform mental tasks, and diagnosis of stage II of cancer. CONCLUSIONS: Care for cancer patients in both primary- and post- treatment phases may have substantial impacts on hours of formal employment of Chinese FCGs. Interventions helping FCGs balance caregiving duties with labor force work are warranted.

Financial hardship in Chinese cancer survivors.

BACKGROUND: The purpose of this study was to estimate the proportion of Chinese cancer survivors experiencing financial hardship and then examine the relationship between material and behavioral financial hardship. METHODS: This study surveyed 964 cancer survivors who were 30 to 64 years old and 644 survivors who were 65 years old or older during 2015-2016 (1608 survivors in all). Material financial hardship was measured by whether they had borrowed money because of cancer, its treatment, or the lasting effects of treatment, and behavioral financial hardship was measured by whether they had forgone some cancer-related medical care because of cost. Multivariable logistic regression models were used to examine factors associated with material financial hardship by age group. RESULTS: Approximately 44% of the cancer survivors who were 65 years old or older borrowed money or went into debt because of cancer, and 54% of younger patients (P < .01) reported cancer-related debts. Among these survivors with cancer care debt, survivors aged 65 years old or older had a lower proportion of borrowing more than 50,000 Chinese yuan (CNY; approximately US $7700) than survivors aged 30 to 64 years (14% vs 20%). In both age groups, approximately 10% of cancer survivors reported that they had experienced behavioral financial hardship. After adjustments for covariates, cancer survivors who reported material financial problems were more likely to report behavioral financial hardship (odds ratio [OR] for those aged 30-64 years, 3.72; 95% confidence interval [CI], 2.13-6.50; OR for those aged 65 years or older, 5.48; 95% CI, 2.69-11.15). CONCLUSIONS: Older cancer survivors in China experience significant material financial hardship, but it is not as noticeable as younger patients' hardship. The results highlight the importance of identifying cancer survivors who are more likely to experience financial hardship and improving the affordability of cancer care in China.

The Impact of Massachusetts Health Reform on Colorectal and Breast Cancer Stage at Diagnosis.

BACKGROUND: This study examines the expansion of health insurance coverage in Massachusetts under state health reform as a natural experiment to investigate whether expanded insurance coverage reduced the likelihood of advanced stage colorectal cancer (CRC) and breast cancer (BCA) diagnosis. METHODS: Our study populations include CRC or BCA patients aged 50-64 years observed in the Massachusetts Cancer Registry and Surveillance Epidemiology and End Results (SEER) registries for 2001-2013. We use difference-in-differences regression models to estimate changes in the likelihood of advanced stage diagnosis after Massachusetts health reform, relative to comparison states without expanded coverage (Connecticut, New Jersey, Georgia, Kentucky, and Michigan). RESULTS: We find some suggestive evidence of a decline in the proportion of advanced stage CRC cases. Approximately half of the CRC patients in Massachusetts and control states were diagnosed at advanced stages pre reform; there was a 2 percentage-point increase in this proportion across control states and slight decline in Massachusetts post reform. Adjusted difference-in-difference estimates suggest a 3.4 percentage-point (P=0.005) or 7% decline, relative to Massachusetts baseline, in the likelihood of advanced stage diagnosis after the reform in Massachusetts, though this result is sensitive to years included in the analysis. We did not find a significant effect of reform on BCA stage at diagnosis. CONCLUSIONS: The decline in the likelihood of advanced stage CRC diagnosis after Massachusetts health reform may suggest improvements in access to health care and CRC screening. Similar declines were not observed for BCA, perhaps due to established BCA-specific safety-net programs.

Opioid Epidemic or Pain Crisis? Using the Virginia All Payer Claims Database to Describe Opioid Medication Prescribing Patterns and Potential Harms for Patients With Cancer.

PURPOSE: A key challenge regarding the current opioid epidemic is understanding how concerns regarding opioid-related harms affect access to pain management, an essential element of cancer care. In certain regions of the United States where disproportionately high cancer mortality and opioid fatality rates coexist (such as southwest Virginia in central Appalachia), this dilemma is particularly pronounced. METHODS: This longitudinal, exploratory, secondary analysis used the Commonwealth of Virginia All Payer Claims Database to describe prescription opioid medication (POM) prescribing patterns and potential harms for adult patients with cancer living in rural southwest Virginia between 2011 and 2015. Descriptive and inferential statistical analyses were conducted at the patient, prescriber, and prescription levels to identify patterns and predictors of POM prescribing and potential harms. To explore geographic patterns, choropleth and heat maps were created. RESULTS: Of the total sample of patients with cancer (n = 4,324), less than 25% were prescribed a Controlled Substance Schedule II POM at least three times in any study year. More than 60% of patients never received a Controlled Substance Schedule II POM prescription. Six hundred fifty-two patients (15.1%) experienced 1,599 hospitalizations for any reason; 10 or fewer patients were admitted for 11 opioid use disorder-related hospitalizations. The main findings suggest potential undertreatment of cancer-related pain; no difference in risk for opioid-related hospitalization on the basis of frequency of POM prescriptions; and geographic disparities where opioid overdoses are occurring versus where POM prescription use is highest. CONCLUSION: These findings have significant opioid policy and practice implications related to the need for cancer-specific prescribing guidelines, how to optimally allocate health delivery services, and the urgent need to improve data interoperability and access related to POMs.

Work and income changes after cancer in rural China: A cross-sectional survey.

BACKGROUND: The present study aimed to first describe the work-related outcomes of cancer survivors and to then identify those characteristics that influenced the decision to stop working in rural China. METHODS: We assessed 752 cancer survivors (residents of rural areas, working at the time of diagnosis, >1 year since completing treatment) from the cross-sectional study "China Survey of Experiences with Cancer". Participants reported changes in employment status, income, and the ability to perform physical jobs due to cancer, as well as the work-related outcomes of their informal caregivers. Logistic regression analyses were used to examine the association between sociodemographic characteristics, cancer characteristics, and changes in work (ie, continue to work vs not working). RESULTS: The participants were largely farmers (96%), women (56%), younger than 65 years old (69%), and diagnosed with colorectal (31%) and breast cancer (31%). Thirty-nine percent reported reducing working hours, and 40% reported stopping work altogether. Approximately 7% of informal caregivers also stopped working in order to take care of those diagnosed with cancer. Thirty-three percent of cancer survivors and 5% of their informal caregivers had no source of income following treatment. Controlling for other variables, lower educational attainment, physical limitations in work, and different cancer sites were significantly associated with ending employment in both men and women, while among men specifically, we observed that older age, being unmarried, and being diagnosed at later stages were significantly associated with an end to working. CONCLUSION: Rural cancer survivors are at a high risk for stopping work after completing treatment, and many survivors and their caregivers experience poor work-related outcomes and economic hardship. These results highlight the importance of paying attention to the work experiences of cancer survivors in rural China.

Measuring electronic communication networks in virtual care teams using electronic health records access-log data.

OBJECTIVE: To develop methods for measuring electronic communication networks in virtual care teams using electronic health records (EHR) access-log data. METHODS: For a convenient sample of 100 surgical colorectal cancer patients, we used time-stamped EHR access-log data extracted from an academic medical center's EHR system to construct communication networks among healthcare professionals (HCPs) in each patient's virtual care team. We measured communication linkages between HCPs using the inverse of the average time between access events in which the source HCPs sent information to and the destination HCPs retrieved information from the EHR system. Social network analysis was used to examine and visualize communication network structures, identify principal care teams, and detect meaningful structural differences across networks. We conducted a non-parametric multivariate analysis of variance (MANOVA) to test the association between care teams' communication network structures and patients' cancer stage and site. RESULTS: The 100 communication networks showed substantial variations in size and structures. Principal care teams, the subset of HCPs who formed the core of the communication networks, had higher proportions of nurses, physicians, and pharmacists and a lower proportion of laboratory medical technologists than the overall networks. The distributions of conditional uniform graph quantiles suggested that our network-construction technique captured meaningful underlying structures that were different from random unstructured networks. MANOVA results found that the networks' topologies were associated with patients' cancer stage and site. CONCLUSIONS: This study demonstrates that it is feasible to use EHR access-log data to measure and examine communication networks in virtual care teams. The proposed methods captured salient communication patterns in care teams that were associated with patients' clinical differences.

Experiences with cancer survey in China.

BACKGROUND: China accounts for approximately 27% of global cancer deaths. However, to the authors' knowledge, the lasting effects of cancer and cancer treatments on patients have not been investigated in China. The authors developed a questionnaire, the China Survey of Experiences with Cancer, for Chinese cancer survivors. This article introduces the study design and domains covered in the questionnaire. METHODS: The Cancer Survivorship Supplement of the Medical Expenditure Panel Survey (MEPS) was used as a reference to develop the questionnaire. The final in-person surveys were conducted in 2015 and 2016. Samples were chosen through multistage sampling. The authors described the characteristics of the study participants and their cancer experiences. RESULTS: At the time of last follow-up, a total of 1166 patients had completed at least 1 component of the survey. Approximately 59% of the cancer survivors were aged ≥60 years. Greater than one-half of the participants had an elementary education level or less (51%) and a yearly family income of <$3174. Chinese cancer survivors were more likely to retire earlier than planned compared with American cancer survivors (37% vs 9%). The majority of Chinese cancer survivors (84%) reported that their work abilities were hindered by their cancer or cancer treatments. Approximately one-half of patients in China had to incur debt because of cancer, whereas <10% of patients in the United States reported having incurred debt. CONCLUSIONS: The survey provides information regarding the burden of cancer in China that to the authors' knowledge currently is unavailable from other sources, including medical care use, financial impacts, employment patterns, and life experience after a cancer diagnosis for survivors and their families.

Disparities in Lung Cancer Screening Availability: Lessons From Southwest Virginia.

BACKGROUND: Little is known about health disparities in access to low-dose computed tomography (LDCT) screening. This study hypothesized that the current capacity for LDCT screening would be exceeded by the number of at-risk individuals in Virginia. METHODS: Cancer incidence data and adult smoking rates for Virginia were obtained from public sources between 2006 and 2012. The American College of Radiology website was queried in 2015 to identify lung cancer screening facilities in Virginia, which were surveyed. Spatial exploratory data analysis was used to examine secondary data, and descriptive analysis was used to examine primary survey data. RESULTS: Rural counties have higher lung cancer death rates and smoking rates than metropolitan counties. Despite a tremendous burden for LDCT screening in rural counties, particularly in southwest Virginia, there were only two LDCT facilities. In total, 37 accredited LDCT facilities were identified in Virginia. On average, facilities had been screening for 14.6 months and screened an average of 76 patients. CONCLUSIONS: At-risk smokers in Virginia, particularly those living in rural areas with high smoking rates, do not have adequate recommended LDCT coverage. More screening centers are needed to care for the high number of rural smokers at risk for lung cancer.

Health-related quality of life among cancer survivors in rural China.

PURPOSE: The purpose of the study was to examine health-related quality of life (HRQoL) about the most common cancers survivors (lung, stomach, colorectal, breast, and esophageal cancer) in rural China. METHODS: We administrated a cross-sectional study in three counties in Shandong province from August to September 2017. The five-level EuroQol-5-dimension (EQ-5D-5L) questionnaire was used to measure the HRQoL among cancer patients at least 8 months post-diagnosis. The Chinese population-based preference trade-off time (TTO) model and discrete choice experiment (DCE) were used to convert the EQ-5D-5L utility score. Tobit regression model was used to identify independent associations between socio-demographic, clinical variables with the HRQoL. RESULTS: In total, 452 cancer survivors were included. The mean EQ-5D-5L utility scores and Visual Analog Scale (EQ-VAS) scores were 0.841 (SD = 0.233) and 70.35 (SD = 18.80) for cancer survivors, respectively. Among the five dimensions, 58.6% of survivors had at least slight levels of pain/discomfort, and 39.2% showed at least slight levels of anxiety/depression. The influencing factors of HRQoL included cancer stage at diagnosis, tumor site, comorbidities, annual household income, and migrant worker status (rural-to-urban migration). Compared to other cancer patients, lung cancer patients had the lowest HRQoL. Higher household income and being a migrant worker were associated with a higher HRQoL for cancer survivors. CONCLUSIONS: Cancer survivors in rural China have deteriorated HRQoL, and a substantial number of survivors have pain/discomfort problems. Our study provides detailed data on HRQoL of rural cancer survivors for future supportive and survivorship care in China.

An exploratory study of networks constructed using access data from an electronic health record.

Network analysis may be a powerful tool for studying interprofessional practice. Using electronic health record data and social network analysis, the network of healthcare professionals involved in colorectal cancer care at a large, urban academic medical center were mapped and studied. A total of 100 surgical colorectal cancer patients receiving treatment in 2013 and 2014 were selected at random. We used detailed access logs for the EHR to map the network of all healthcare professionals for each patient, including inpatient and outpatient settings. Approximately 2.45 million records of access logs from more than 6,800 unique users, representing over 150 roles or occupations were analyzed. Across all networks, professionals were connected to an average of 5.8 other professionals, but some were rarely connected with others while over 20 were very highly connected (> 100 other professionals). Housestaff, attending physicians, and nurses played central roles in the global network with a high number of inter- and intra-professional connections. Clusters of professionals with frequent interaction were demonstrated but, based on the size and complexity of the network, serendipitous interactions were unlikely. Settings for care seemed to influence these clusters. Patient-centric care networks were similar to the global network with some potentially important differences. Access-log information from electronic health records can be an important source of information about relationships between healthcare professionals. Findings from analyses such as this one may help define the state of current networks and potential targets for interventions to improve the quality of care.