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2.
Telemed J E Health ; 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38934145

ABSTRACT

Objective: Understanding the sources of telehealth disparities can inform efforts to ensure equity. This study examines disparities in telehealth offer and use to understand the role of health care providers in increasing telehealth access. Methods: This cross-sectional analysis of the 2022 Health Information National Trends Survey (n = 5,295) used survey-weighted proportions to characterize telehealth use and multivariable logistic regressions to test associations of sociodemographic and social determinants with (1) telehealth offer and (2) use among those offered the option. Results: Among U.S. adults, 57% were offered telehealth, 80% of whom used it. Technology difficulties and privacy concerns were barriers for 15%-20% of U.S. adults. Compared to telehealth users, most nonusers preferred in-person care (25% versus 84%). Age, education, geographic location, and broadband internet access were related to telehealth offer, whereas no significant disparities emerged in telehealth use. Conclusions: Telehealth use is widespread, but structural and provider-level engagement are needed to achieve equity.

3.
J Natl Cancer Inst Monogr ; 2024(64): 55-61, 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38924791

ABSTRACT

BACKGROUND: Telehealth use increased during the COVID-19 pandemic and remains a complementary source of cancer care delivery. Understanding research funding trends in cancer-related telehealth can highlight developments in this area of science and identify future opportunities. METHODS: Applications funded by the US National Cancer Institute (NCI) between fiscal years 2016 and 2022 and focused on synchronous patient-provider telehealth were analyzed for grant characteristics (eg, funding mechanism), cancer focus (eg, cancer type), and study features (eg, type of telehealth service). Of 106 grants identified initially, 60 were retained for coding after applying exclusion criteria. RESULTS: Almost three-quarters (73%) of telehealth grants were funded during fiscal years 2020-2022. Approximately 67% were funded through R01 or R37 mechanism and implemented as randomized controlled trials (63%). Overall, telehealth grants commonly focused on treatment (30%) and survivorship (43%); breast cancer (12%), hematologic malignancies (10%), and multiple cancer sites (27%); and health disparity populations (ie, minorities, rural residents) (73%). Both audio and video telehealth were common (65%), as well as accompanying mHealth apps (20%). Telehealth services centered on psychosocial care, self-management, and supportive care (88%); interventions were commonly delivered by mental health professionals (30%). CONCLUSION: NCI has observed an increase in funded synchronous patient-provider telehealth grants. Trends indicate an evolution of awards that have expanded across the cancer control continuum, applied rigorous study designs, incorporated additional digital technologies, and focused on populations recognized for disparate cancer outcomes. As telehealth is integrated into routine cancer care delivery, additional research evidence will be needed to inform clinical practice.


Subject(s)
COVID-19 , National Cancer Institute (U.S.) , Neoplasms , Telemedicine , Humans , Telemedicine/economics , United States/epidemiology , Neoplasms/therapy , Neoplasms/epidemiology , Neoplasms/economics , COVID-19/epidemiology , Delivery of Health Care/economics , SARS-CoV-2 , Financing, Organized/statistics & numerical data
4.
Qual Life Res ; 33(7): 2011-2023, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38769210

ABSTRACT

PURPOSE: This study aimed to develop and psychometrically evaluate a patient-reported outcome measure (PROM), SAlivary, LAcrimal, NaSal (SALANS), to document patients' symptoms after radioactive iodine (RAI) treatment for differentiated thyroid cancer (DTC). METHODS: We generated and iteratively revised SALANS items based on expert input, focus group discussions and feedback from cognitive testing (n = 17). We administered an initial SALANS measure with 39 items to patients diagnosed with DTC in the past two years (n = 105). Exploratory factor analysis (EFA) examined the factor structure of the SALANS items. We assessed the consistency reliability and related the total and subscale scores of the final SALANS to existing PROMs to assess validity. RESULTS: The final SALANS consisted of 33 items and six subscales (sialadenitis, taste, xerostomia, dry eyes, epiphora, and nasal) with six factors extracted by EFA. The six subscales demonstrated good internal reliability (α range = 0.87-0.92). The SALANS total score showed good convergent validity with the Xerostomia Inventory (r = 0.86) and good discriminant validity with a measure of spirituality (r = - 0.05). The mean SALANS total score was significantly higher (d = 0.5, p < 0.04) among patients who had RAI compared to those who did not have RAI. CONCLUSION: Preliminary evidence suggests that SALANS is a novel and reliable PROM to assess the type and frequency all symptoms experienced after RAI treatment for DTC. Future work is needed to further validate and develop the scale.


Subject(s)
Iodine Radioisotopes , Patient Reported Outcome Measures , Psychometrics , Thyroid Neoplasms , Humans , Female , Male , Middle Aged , Iodine Radioisotopes/therapeutic use , Iodine Radioisotopes/adverse effects , Reproducibility of Results , Adult , Thyroid Neoplasms/radiotherapy , Thyroid Neoplasms/psychology , Aged , Surveys and Questionnaires , Factor Analysis, Statistical , Quality of Life , Xerostomia/etiology , Xerostomia/psychology
5.
J Natl Cancer Inst ; 116(7): 1137-1144, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38445744

ABSTRACT

BACKGROUND: Optimal methods for deploying electronic patient-reported outcomes to manage symptoms in routine oncologic practice remain uncertain. The electronic symptom management (eSyM) program asks chemotherapy and surgery patients to self-report 12 common symptoms regularly. Feedback from nurses and patients led to changing the recall period from the past 7 days to the past 24 hours. METHODS: Using questionnaires submitted during the 16 weeks surrounding the recall period change, we assessed the likelihood of reporting severe or moderate and severe symptoms across 12 common symptoms and separately for the 5 most prevalent symptoms. Interrupted time-series analyses modeled the effects of the change using generalized linear mixed-effects models. Surgery and chemotherapy cohorts were analyzed separately. Study-wide effects were estimated using a meta-analysis method. RESULTS: In total, 1692 patients from 6 institutions submitted 7823 eSyM assessments during the 16 weeks surrounding the recall period change. Shortening the recall period was associated with lower odds of severe symptom reporting in the surgery cohort (odds ratio = 0.65, 95% confidence interval = 0.46 to 0.93; P = .02) and lower odds of moderate and severe symptom reporting in the chemotherapy cohort (odds ratio = 0.83, 95% confidence interval = 0.71 to 0.97; P = .02). Among the most prevalent symptoms, 24-hour recall was associated with a lower rate of reporting postoperative constipation but no differences in reporting rates for other symptoms. CONCLUSION: A shorter recall period was associated with a reduction in the proportion of patients reporting moderate-severe symptoms. The optimal recall period may vary depending on whether electronic patient-reported outcomes are collected for active symptom management, as a clinical trial endpoint, or another purpose. ClinicalTrials.gov ID NCT03850912.


Subject(s)
Neoplasms , Patient Reported Outcome Measures , Humans , Female , Male , Neoplasms/therapy , Neoplasms/drug therapy , Middle Aged , Self Report/statistics & numerical data , Aged , Surveys and Questionnaires , Adult , Severity of Illness Index , Constipation/epidemiology , Constipation/etiology , Nausea/epidemiology , Nausea/etiology
6.
Telemed J E Health ; 30(6): e1790-e1797, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38394136

ABSTRACT

Introduction: Use of telehealth increased during the COVID-19 pandemic and continues to be a popular health resource. This study analyzed the frequency and sentiment of telehealth discussions on Reddit. Methods: The data set included 13,071 publicly available Reddit submissions containing keywords related to telehealth over a 3-year period. We identified 173 unique subreddit communities, which were coded into mutually exclusive categories: (1) general telehealth, (2) individual care, (3) professional, (4) news, and (5) COVID-19. The Vader lexicon-based machine was used to assign sentiment scores. Results: Most subreddits were coded as individual care (n = 112), professional (n = 26), and news (n = 22). The frequency of submissions increased during the first 2 months of the pandemic and dropped in June 2020, but remained consistent through October 2022. Most Reddit submissions were positive in sentiment (56%). Conclusion: Findings show a mostly positive view of telehealth among Reddit users and an increase in telehealth-related discussions since the COVID-19 pandemic.


Subject(s)
COVID-19 , SARS-CoV-2 , Telemedicine , Telemedicine/statistics & numerical data , Telemedicine/trends , COVID-19/epidemiology , Humans , Pandemics , Social Media/statistics & numerical data
7.
Cancer Epidemiol Biomarkers Prev ; 33(4): 593-599, 2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38284816

ABSTRACT

BACKGROUND: A cancer diagnosis may have deleterious effects on health-related quality of life (HRQOL) as adults age. This study examined differences in HRQOL between cancer and matched noncancer Medicare beneficiaries over 65, within and across two time periods. METHODS: We used novel matching methods on data from the Surveillance, Epidemiology and End Results (SEER)-Medicare Health Outcomes Survey (MHOS) data resource. We matched SEER-MHOS respondents with cancer from a recent period (2015-2019) to respondents with cancer from an earlier period (2008-2012). We then matched these two cohorts, without replacement, to contemporary cohorts without cancer diagnoses. We estimated Veteran's RAND 12-Item Short Form Survey Physical Component Summary (PCS) and Mental Component Summary (MCS) scores for all cohorts. RESULTS: Our analysis found significantly higher mean MCS scores in the recent period for those with cancer relative to the recent noncancer control group. Breast and lung cancer presented positive and statistically significant trends. We found statistically insignificant differences in PCS scores between the two time periods. No cancer sites had different PCS scores over time compared with the comparison group. CONCLUSIONS: Mental health for those with cancer improved more between 2008 and 2019 than a matched noncancer comparison group. Physical health remained stable across time. These findings highlight the importance of including a matched noncancer group when evaluating HRQOL outcomes. IMPACT: SEER-MHOS respondents with cancer report stable PCS scores across 15 years of data and higher MCS scores relative to noncancer controls.


Subject(s)
Cancer Survivors , Lung Neoplasms , Aged , Humans , United States/epidemiology , Quality of Life , Medicare , Surveys and Questionnaires , Outcome Assessment, Health Care
8.
J Natl Cancer Inst ; 116(3): 476-484, 2024 Mar 07.
Article in English | MEDLINE | ID: mdl-37930884

ABSTRACT

BACKGROUND: Electronic health record-linked portals may improve health-care quality for patients with cancer. Barriers to portal access and use undermine interventions that rely on portals to reduce cancer care disparities. This study examined portal access and persistence of portal use and associations with patient and structural factors before the implementation of 3 portal-based interventions within the Improving the Management of symPtoms during And following Cancer Treatment (IMPACT) Consortium. METHODS: Portal use data were extracted from electronic health records for the 12 months preceding intervention implementation. Sociodemographic factors, mode of accessing portals (web vs mobile), and number of clinical encounters before intervention implementation were also extracted. Rurality was derived using rural-urban commuting area codes. Broadband access was estimated using the 2015-2019 American Community Survey. Multiple logistic regression models tested the associations of these factors with portal access (ever accessed or never accessed) and persistence of portal use (accessed the portal ≤20 weeks vs ≥21 weeks in the 35-week study period). RESULTS: Of 28 942 eligible patients, 10 061 (35%) never accessed the portal. Male sex, membership in a racial and ethnic minority group, rural dwelling, not working, and limited broadband access were associated with lower odds of portal access. Younger age and more clinical encounters were associated with higher odds of portal access. Of those with portal access, 25% were persistent users. Using multiple modalities for portal access, being middle-aged, and having more clinical encounters were associated with persistent portal use. CONCLUSION: Patient and structural factors affect portal access and use and may exacerbate disparities in electronic health record-based cancer symptom surveillance and management.


Subject(s)
Neoplasms , Patient Portals , Middle Aged , Humans , Male , Electronic Health Records , Ethnicity , Minority Groups , Racial Groups , Neoplasms/epidemiology , Neoplasms/therapy
9.
JNCI Cancer Spectr ; 7(6)2023 Oct 31.
Article in English | MEDLINE | ID: mdl-37930033

ABSTRACT

Cancer and its treatment produce deleterious symptoms across the phases of care. Poorly controlled symptoms negatively affect quality of life and result in increased health-care needs and hospitalization. The Improving the Management of symPtoms during And following Cancer Treatment (IMPACT) Consortium was created to develop 3 large-scale, systematic symptom management systems, deployed through electronic health record platforms, and to test them in pragmatic, randomized, hybrid effectiveness and implementation trials. Here, we describe the IMPACT Consortium's conceptual framework, its organizational components, and plans for evaluation. The study designs and lessons learned are highlighted in the context of disruptions related to the COVID-19 pandemic.


Subject(s)
Neoplasms , Quality of Life , Humans , Pandemics , Hospitalization , Neoplasms/diagnosis , Neoplasms/therapy , Research Design
10.
Contemp Clin Trials ; 128: 107171, 2023 05.
Article in English | MEDLINE | ID: mdl-36990275

ABSTRACT

BACKGROUND: People with cancer experience symptoms that adversely affect quality of life. Despite existing interventions and clinical guidelines, timely symptom management remains uneven in oncology care. We describe a study to implement and evaluate an electronic health record (EHR)-integrated symptom monitoring and management program in adult outpatient cancer care. METHODS: Our cancer patient-reported outcomes (cPRO) symptom monitoring and management program is a customized EHR-integrated installation. We will implement cPRO across all Northwestern Memorial HealthCare (NMHC) hematology/oncology clinics. We will conduct a cluster randomized modified stepped-wedge trial to evaluate patient and clinician engagement with cPRO. Further, we will embed a patient-level randomized clinical trial to evaluate the impact of an additional enhanced care (EC; cPRO plus web-based symptom self-management intervention) relative to usual care (UC; cPRO alone). The project uses a Type 2 hybrid effectiveness-implementation approach. The intervention will be implemented across seven regional clusters within the healthcare system comprising 32 clinic sites. A 6-month prospective pre-implementation enrollment period will be followed by a post-implementation enrollment period, during which newly enrolled, consenting patients will be randomly assigned (1:1) to EC or UC. We will follow patients for 12 months post-enrollment. Patients randomized to EC will receive evidence-based symptom-management content on cancer-related concerns and approaches to enhance quality of life, using a web-based tool ("MyNM Care Corner"). This design allows for within- and between-site evaluation of implementation plus a group-based comparison to demonstrate effectiveness on patient-level outcomes. DISCUSSION: The project has potential to guide implementation of future healthcare system-level cancer symptom management programs. http://ClinicalTrials.gov # NCT03988543.


Subject(s)
Electronic Health Records , Neoplasms , Adult , Humans , Quality of Life , Prospective Studies , Delivery of Health Care , Neoplasms/therapy , Electronics , Randomized Controlled Trials as Topic
11.
PLoS One ; 17(12): e0279725, 2022.
Article in English | MEDLINE | ID: mdl-36584146

ABSTRACT

INTRODUCTION: Patient-centered communication (PCC) is one important component of patient-centered care and seen as a goal for most clinical encounters. Previous research has shown that higher PCC is related to an increase in healthy behaviors and less morbidity, among other outcomes. Given its importance, the National Cancer Institute (NCI) commissioned a monograph in 2007 to synthesize the existing literature on PCC and determine measurement objectives and strategies for measuring this construct, with a particular focus on cancer survivors. Based on this effort, a seven-item PCC scale was included on the Health Information National Trends Survey (HINTS), a probability-based survey of the US adult population. This study used HINTS data collected in 2018 to evaluate the psychometric properties of the PCC scale for the general US adult population including measures of reliability and validity. RESULTS: Through an exploratory factor analysis, the seven-item PCC scale was shown to be unidimensional with good internal consistency (Cronbach's alpha = .92). A confirmatory factor analysis verified the factor structure. Other construct validity metrics included known groups and discriminant validity. Known group comparisons were conducted for several sociodemographic factors and health self-efficacy confirming a priori assumptions. Discriminant validity tests with measures of social support and anxiety/depression showed relatively weak associations. CONCLUSIONS: The psychometric properties of this scale demonstrate its scientific utility for both surveillance research and other smaller-scale studies. Given its association with many health outcomes, it can also be used to better understand the dynamics in a clinical encounter.


Subject(s)
Communication , Health Care Surveys , Patient-Centered Care , Adult , Humans , Factor Analysis, Statistical , Psychometrics , Reproducibility of Results , United States
12.
Emerg Cancer Care ; 1(1): 4, 2022.
Article in English | MEDLINE | ID: mdl-35844668

ABSTRACT

Purpose of review: Cancer-related emergency department (ED) visits often result in higher hospital admission rates than non-cancer visits. It has been estimated many of these costly hospital admissions can be prevented, yet urgent care clinics and EDs lack cancer-specific care resources to support the needs of this complex population. Implementing effective approaches across different care settings and populations to minimize ED and urgent care visits improves oncologic complication management, and coordinating follow-up care will be particularly important as the population of cancer patients and survivors continues to increase. The National Cancer Institute (NCI) and the Office of Emergency Care (OECR) convened a workshop in December 2021, "Cancer-related Emergency and Urgent Care: Prevention, Management, and Care Coordination" to highlight progress, knowledge gaps, and research opportunities. This report describes the current landscape of cancer-related urgent and emergency care and includes research recommendations from workshop participants to decrease the risk of oncologic complications, improve their management, and enhance coordination of care. Recent findings: Since 2014, NCI and OECR have collaborated to support research in cancer-related emergency care. Workshop participants recommended a number of promising research opportunities, as well as key considerations for designing and conducting research in this area. Opportunities included better characterizing unscheduled care services, identifying those at higher risk for such care, developing care delivery models to minimize unplanned events and enhance their care, recognizing cancer prevention and screening opportunities in the ED, improving management of specific cancer-related presentations, and conducting goals of care conversations. Summary: Significant progress has been made over the past 7 years with the creation of the Comprehensive Oncologic Emergency Research Network, broad involvement of the emergency medicine and oncology communities, establishing a proof-of-concept observational study, and NCI and OECR's efforts to support this area of research. However, critical gaps remain.

13.
J Med Internet Res ; 24(1): e34616, 2022 01 25.
Article in English | MEDLINE | ID: mdl-34978531

ABSTRACT

BACKGROUND: There has been rapid integration of telehealth into care delivery during the COVID-19 pandemic. However, little is known about technology ownership, internet access and use for communication, and telehealth availability among cancer survivors, particularly those enrolled in Medicare. OBJECTIVE: This study aims to identify sociodemographic associations with technology ownership, internet access and use for communication, and telehealth availability in a population-based sample of Medicare-enrolled cancer survivors. METHODS: Data are from the Medicare Current Beneficiary Survey COVID-19 Summer 2020 Supplement administered between June 10 and July 15, 2020. Analyses were restricted to beneficiaries who reported a prior (nonskin) cancer diagnosis and a usual source of care (N=2044). Dichotomous outcomes included technology ownership, internet access, internet use for communication, and telehealth availability from providers. Sociodemographic correlates included sex, age, race/ethnicity, Medicare/Medicaid dual enrollment, rurality, census region, and self-reported comorbidities. RESULTS: Over half (957/2044, 53%) of cancer survivors reported using the internet for communication purposes, and 62% (1218/2044) reported that their usual provider had telehealth services available. Using the internet for communication purposes was reported less frequently for rural compared to urban survivors (adjusted probability of 28% vs 46%; P<.001) and for Hispanic and Black survivors compared to non-Hispanic White survivors (29%, 31%, and 44%, respectively; all P<.01). Rural survivors reported lower telehealth availability (53% vs 63%; P<.001); no significant differences in telehealth availability were identified by race/ethnicity. CONCLUSIONS: During the COVID-19 pandemic, study findings highlight a complex digital divide among Medicare beneficiaries with a history of cancer related to device ownership necessary for telehealth, internet access and use for communication, and reports of providers having telehealth available. Multilevel approaches are needed to increase equitable telehealth availability and use for cancer survivors. Suggested strategies include increasing broadband internet access to providers and patients in at-risk communities, supporting telehealth implementation among providers that serve populations with known health disparities, raising awareness of providers' available telehealth services among patients, and screening for technology use and provision of telehealth-related technical assistance among older and historically underserved cancer survivors.


Subject(s)
COVID-19 , Cancer Survivors , Neoplasms , Telemedicine , Aged , Cross-Sectional Studies , Humans , Medicare , Neoplasms/epidemiology , Neoplasms/therapy , Pandemics , SARS-CoV-2 , Technology , United States/epidemiology
14.
J Cancer Surviv ; 16(1): 111-118, 2022 02.
Article in English | MEDLINE | ID: mdl-33641030

ABSTRACT

PURPOSE: Continued tobacco smoking following a cancer diagnosis is associated with adverse outcomes. Our study aims to identify the demographic and clinical characteristics of survivors who quit smoking within a year of diagnosis. METHODS: We conducted a secondary analysis of the Measuring Your Health (MY-Health) study, a community-based survey cohort of 5506 cancer patients registered across four Surveillance, Epidemiology, and End Results (SEER) cancer registries. Using surveys completed 6-13 months after diagnosis, we identified 868 participants who reported smoking around the time of cancer diagnosis and compared their current smoking status. We employed logistic regression models to predict current smoking status, adjusting for clinical and demographic variables. RESULTS: The overall smoking cessation rate was 35% (n = 306). Survivors with non-small cell lung cancer were three times more likely to quit smoking compared to patients with non-smoking-related cancers (aOR = 3.23, 95% CI = 2.20-4.74). Participants with advanced stage cancer reported higher odds of quitting compared to those with localized cancer (aOR = 1.42, 95% CI = 1.02-1.96). Other characteristics that predicted quitting included being married, higher education level, and female sex (aOR = 2.01, 95% CI = 1.46-2.77; aOR = 1.74, 95% CI = 1.27-2.39; aOR = 1.54, 95% CI = 1.11-2.13, respectively). CONCLUSIONS: This is one of the first studies to examine smoking cessation trends in a community-based, US cancer cohort during the year after diagnosis. Survivors with lung cancer and advanced cancer were significantly more likely to quit smoking. IMPLICATIONS FOR CANCER SURVIVORS: Practitioners may use this knowledge to target interventions and address substantial disparities in cessation rates among survivors with early stage and non-lung cancers.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Smoking Cessation , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/epidemiology , Cohort Studies , Female , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/epidemiology , Smoking Cessation/methods , Survivors
15.
JMIR Mhealth Uhealth ; 9(12): e29190, 2021 12 13.
Article in English | MEDLINE | ID: mdl-34898448

ABSTRACT

BACKGROUND: Sharing data from wearable health and activity trackers (wearables) with others may improve the health and behavioral outcomes of wearable users by generating social support and improving their ability to manage their health. Investigating individual factors that influence US adults' willingness to share wearable data with different types of individuals may provide insights about the population subgroups that are most or least likely to benefit from wearable interventions. Specifically, it is necessary to identify digital health behaviors potentially associated with willingness to share wearable data given that the use of and engagement with various technologies may broadly influence web-based health information-sharing behaviors. OBJECTIVE: This study aims to identify sociodemographic, health, and digital health behavior correlates of US adults' willingness to share wearable data with health care providers and family or friends. METHODS: Data for the analytic sample (N=1300) were obtained from the 2019 Health Information National Trends Survey of the National Cancer Institute. Digital health behavior measures included frequency of wearable device use, use of smartphones or tablets to help communicate with providers, use of social networking sites to share health information, and participation in a web-based health community. Multivariable logistic regression analysis of weighted data examined the associations between digital health behaviors and willingness to share wearable device data, controlling for sociodemographics and health-related characteristics. RESULTS: Most US adults reported willingness to share wearable data with providers (81.86%) and with family or friends (69.51%). Those who reported higher health self-efficacy (odds ratio [OR] 1.97, 95% CI 1.11-3.51), higher level of trust in providers as a source of health information (OR 1.98, 95% CI 1.12-3.49), and higher level of physical activity (OR 2.00, 95% CI 1.21-3.31) had greater odds of willingness to share data with providers. In addition, those with a higher frequency of wearable use (OR 2.15, 95% CI 1.35-3.43) and those who reported use of smartphones or tablets to help communicate with providers (OR 1.99, 95% CI 1.09-3.63) had greater odds of willingness to share data with providers. Only higher level of physical activity was associated with greater odds of willingness to share wearable data with family or friends (OR 1.70, 95% CI 1.02-2.84). Sociodemographic factors were not significantly associated with willingness to share wearable data. CONCLUSIONS: The findings of this study suggest that, among US adult wearable users, behavior-related factors, rather than sociodemographic characteristics, are key drivers of willingness to share health information obtained from wearables with others. Moreover, behavioral correlates of willingness to share wearable data are unique to the type of recipient (ie, providers vs family or friends). Future studies could use these findings to inform the development of interventions that aim to improve the use of patient-generated data from wearable devices in health care settings.


Subject(s)
Fitness Trackers , Wearable Electronic Devices , Adult , Humans , Information Dissemination , Sociodemographic Factors , Surveys and Questionnaires
16.
PLoS One ; 16(4): e0250061, 2021.
Article in English | MEDLINE | ID: mdl-33857240

ABSTRACT

OBJECTIVES: Systems epidemiology approaches may lead to a better understanding of the complex and dynamic multi-level constellation of contributors to cancer risk and outcomes and help target interventions. This grant portfolio analysis aimed to describe the National Institutes of Health (NIH) and the National Cancer Institute (NCI) investments in systems epidemiology and to identify gaps in the cancer systems epidemiology portfolio. METHODS: The analysis examined grants funded (2013-2018) through seven NIH systems science Funding Opportunity Announcements (FOAs) as well as cancer-specific systems epidemiology grants funded by NCI during that same time. Study characteristics were extracted from the grant abstracts and specific aims and coded. RESULTS: Of the 137 grants awarded under the NIH FOAs, 52 (38%) included systems epidemiology. Only five (4%) were focused on cancer systems epidemiology. The NCI-wide search (N = 453 grants) identified 35 grants (8%) that included cancer systems epidemiology in their specific aims. Most of these grants examined epidemiology and surveillance-based questions (60%); fewer addressed clinical care or clinical trials (37%). Fifty-four percent looked at multiple scales within the individual (e.g., cell, tissue, organ), 49% looked beyond the individual (e.g., individual, community, population), and few (9%) included both. Across all grants examined, the systems epidemiology grants primarily focused on discovery or prediction, rather than on impacts of intervention or policy. CONCLUSIONS: The most notable finding was that grants focused on cancer versus other diseases reflected a small percentage of the portfolio, highlighting the need to encourage more cancer systems epidemiology research. Opportunities include encouraging more multiscale research and continuing the support for broad examination of domains in these studies. Finally, the nascent discipline of systems epidemiology could benefit from the creation of standard terminology and definitions to guide future progress.


Subject(s)
Biomedical Research/economics , Financing, Organized/economics , National Institutes of Health (U.S.)/economics , Neoplasms , Research Support as Topic/economics , Humans , United States
17.
JNCI Cancer Spectr ; 5(1)2021 02.
Article in English | MEDLINE | ID: mdl-33615136

ABSTRACT

Background: With increasing prevalence of cancer survivors in the United States, health-related quality of life (HRQOL) has become a major priority. We describe HRQOL in a nationally representative sample of cancer survivors and examine associations with key sociodemographic, clinical, and lifestyle characteristics. Methods: Cancer survivors, defined as individuals ever diagnosed with cancer (N = 877), were identified from the 2016 Medical Expenditure Panel Survey-Experiences with Cancer Survivorship Supplement, a nationally representative survey. Physical and mental health domains of HRQOL were measured by the Global Physical Health (GPH) and Global Mental Health (GMH) subscales of the Patient-Reported Outcomes Measurement Information System Global-10. Multivariable linear regression was used to examine associations of sociodemographic, clinical, and lifestyle factors with GPH and GMH scores. All statistical tests were 2-sided. Results: Cancer survivors' mean GPH (49.28, SD = 8.79) and mean GMH (51.67, SD = 8.38) were similar to general population means (50, SD = 10). Higher family income was associated with better GPH and GMH scores, whereas a greater number of comorbidities and lower physical activity were statistically significantly associated with worse GPH and GMH. Survivors last treated 5 years ago and longer had better GPH than those treated during the past year, and current smokers had worse GMH than nonsmokers (all ß > 3 and all P < .001). Conclusions: Cancer survivors in the United States have generally good HRQOL, with similar physical and mental health scores to the general US population. However, comorbidities, poor health behaviors, and recent treatment may be risk factors for worse HRQOL. Multimorbidity management and healthy behavior promotion may play a key role in maximizing HRQOL for cancer survivors.


Subject(s)
Cancer Survivors/psychology , Health Status , Mental Health , Quality of Life , Adolescent , Adult , Aged , Cancer Survivors/statistics & numerical data , Comorbidity , Exercise , Female , Humans , Life Style , Linear Models , Male , Middle Aged , Non-Smokers/psychology , Smokers/psychology , Socioeconomic Factors , Time Factors , United States , Young Adult
18.
Qual Life Res ; 30(4): 1119-1129, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33447956

ABSTRACT

PURPOSE: Older cancer survivors (≥ 65 years at diagnosis) are at high-risk for multimorbidity (2 + comorbid conditions). However, few studies have utilized a generalizable sample of older cancer survivors to understand how individual comorbid conditions, as opposed to total comorbidity burden, are associated with health-related quality of life (HRQOL). We examined associations between HRQOL outcomes (pain, fatigue, physical function), individual comorbidities (cardiovascular disease [CVD], lung disease, diabetes, arthritis) and total comorbidity (cancer-only, cancer + 1 condition, cancer + 2 or more conditions). METHODS: Utilizing a population-based sample of 2019 older cancer survivors, we tested associations between comorbid conditions and the HRQOL outcomes using generalized linear models. HRQOL domains were assessed using Patient-Reported Outcome Measurement Information System® (PROMIS®) measures. Comorbidity was assessed via self-report. RESULTS: Cancer survivors with lung disease reported significantly worse physical functioning (ß = - 4.96, p < 0.001), survivors with arthritis reported significantly higher pain (ß = 4.37, p < 0.001), and survivors with CVD reported significantly higher fatigue (ß = 3.45, p < 0.001) compared to survivors without each condition. Having cancer + 1 condition was not as strongly associated with all outcomes as when individual conditions were tested (e.g. pain: ß = 3.09, p < 0.001). Having 2+ comorbidities had a stronger association with all outcomes (e.g. physical function: ß = - 7.51, p < 0.001) than examining conditions individually. CONCLUSIONS: Knowing the specific comorbid condition profile of an older cancer survivor provides insight into specific HRQOL outcomes that may be impaired in cancer survivorship, but understanding total comorbidity burden, regardless of the specific conditions, sheds light on survivors at-risk for multiple impairments in HRQOL. This information, taken together, can inform risk-stratified survivorship care.


Subject(s)
Cancer Survivors/psychology , Comorbidity/trends , Patient Reported Outcome Measures , Quality of Life/psychology , Aged , Female , Humans , Male , Neoplasms/mortality
19.
EJHaem ; 2(3): 488-492, 2021 Aug.
Article in English | MEDLINE | ID: mdl-35844688

ABSTRACT

We evaluated changes in patient-reported outcomes and cognitive function from pre- to 3-6 months post-treatment among 42 newly diagnosed patients with multiple myeloma undergoing transplant with complete data using PROMIS-29. There were statistically significant improvements in physical (p < .001) and mental health (p < .001) but not cognition from pre-treatment to 3-6 month follow-up. Similar results were seen within age or comorbidity strata. Patients with myeloma undergoing transplant experienced generally improved short-term health outcomes with no significant declines in cognition.

20.
Psychooncology ; 30(1): 52-58, 2021 01.
Article in English | MEDLINE | ID: mdl-32840948

ABSTRACT

OBJECTIVE: To assess the extent to which spiritual well-being moderates the relationship between anxiety and physical well-being in a diverse, community-based cohort of newly diagnosed cancer survivors. METHODS: Data originated from the Measuring Your Health (MY-Health) study cohort (n = 5506), comprising people assessed within 6-13 months of cancer diagnosis. Life meaning/peace was assessed using the 8-item subscale of the Spiritual Well-Being Scale (FACIT-Sp-12). Anxiety was measured with an 11-item PROMIS Anxiety short form, and physical well-being was assessed using the 7-item FACT-G subscale. Multiple linear regression models were used to assess relationships among variables. RESULTS: Life meaning and peace was negatively associated with anxiety, b = -0.56 (P < .001) and positively associated with physical well-being, b = 0.43 (P = <.001) after adjusting for race, education, income, and age. A significant interaction between life meaning/peace and anxiety emerged (P < .001) indicating that spiritual well-being moderates the relationship between anxiety and physical well-being. Specifically, for cancer survivors high in anxiety, physical well-being was dependent on levels of life meaning/peace, b = 0.19, P < .001. For those low in anxiety, physical well-being was not associated with levels of life meaning/peace, b = 0.01, P = .541. Differences in cancer clinical factors (cancer stage at diagnosis, cancer type) did not significantly impact results. CONCLUSIONS: Further research is needed to assess how spiritual well-being may buffer the negative effect of anxiety on physical well-being. A clinical focus on spiritual well-being topics such as peace and life meaning may help cancer survivors of all types as they transition into follow-up care.


Subject(s)
Cancer Survivors/psychology , Neoplasms/psychology , Quality of Life/psychology , Spirituality , Adult , Aged , Anxiety , Female , Humans , Male , Middle Aged , Neoplasms/diagnosis
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