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Randomized Trial of a Smartphone Mobile App to Improve Symptoms and Adherence to Oral Therapy for Cancer. J Natl Compr Canc Netw 2021; 18:133-141. [PMID: 32023526 DOI: 10.6004/jnccn.2019.7354] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Accepted: 09/03/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND Patients with cancer are increasingly prescribed oral therapies, bearing greater responsibility for self-management of treatment adherence and adverse events. We conducted a randomized trial to test the use of a smartphone mobile app to improve symptoms and adherence to oral cancer therapy. MATERIALS AND METHODS From February 18, 2015, through December 31, 2016, 181 patients with diverse cancers who were prescribed oral therapy were randomized to receive either the smartphone mobile app or standard care. The mobile app included a medication plan with reminders, a symptom-reporting module, and patient education. Primary outcomes were adherence (per electronic pill caps), symptom burden (per MD Anderson Symptom Inventory), and quality of life (per the Functional Assessment of Cancer Therapy-General). Participants also completed self-report measures of medication adherence, anxiety and depression symptoms, social support, quality of care, and healthcare utilization. Linear regression was used to assess intervention effects on adherence and change in self-report outcomes from baseline to week 12, controlling for baseline scores and social support. RESULTS Study groups did not differ across any outcome measure, with an overall mean adherence of 78.81% (SD, 26.66%) per electronic pill caps. However, moderation analyses showed that intervention effects on the primary adherence measure varied by baseline self-reported adherence and anxiety symptoms. Specifically, adherence rates per electronic pill caps were higher in patients randomized to the mobile app versus standard care within the subsamples of patients who reported baseline adherence problems (mean difference, -22.30%; 95% CI, -42.82 to -1.78; P=.034) and elevated anxiety (mean difference, -16.08%; 95% CI, -31.74 to -0.41; P=.044). CONCLUSIONS Although the mobile app may not improve outcomes for all patients prescribed oral cancer therapy, the intervention may be beneficial for those with certain risk factors, such as difficulties with adherence or anxiety.
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Correction to: Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods. ACTA ACUST UNITED AC 2020; 5:416. [PMID: 33778157 DOI: 10.1007/s41347-020-00170-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
[This corrects the article PMC7467127.].
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Patient Experiences With Oral Chemotherapy: Adherence, Symptoms, and Quality of Life. J Natl Compr Canc Netw 2020; 17:221-228. [PMID: 30865917 DOI: 10.6004/jnccn.2018.7098] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 10/15/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Oral therapies are increasingly common in oncology care. However, data are lacking regarding the physical and psychologic symptoms patients experience, or how these factors relate to medication adherence and quality of life (QoL). MATERIALS AND METHODS From December 2014 through August 2016, a total of 181 adult patients who were prescribed oral targeted therapy or chemotherapy enrolled in a randomized study of adherence and symptom management at Massachusetts General Hospital Cancer Center. Patients completed baseline assessments of adherence with electronic pill cap, QoL, symptom severity, mood, social support, fatigue, and satisfaction with clinicians and treatment. Relationships among these factors were examined using Pearson product-moment correlations and multivariable linear regression. RESULTS At baseline, the mean electronic pill cap adherence rate showed that patients took 85.57% of their oral therapy. The most commonly reported cancer-related symptoms were fatigue (88.60%), drowsiness (76.50%), disturbed sleep (68.20%), memory problems (63.10%), and emotional distress (60.80%). Patients who reported greater cancer-related symptom severity had lower adherence (r= -0.20). In a multivariable regression, greater depressive and anxiety symptoms, worse fatigue, less social support, lower satisfaction with clinicians and treatment, and higher symptom burden were associated with worse QoL (F[10, 146]=50.53; adjusted R2=0.77). Anxiety symptoms were most strongly associated with clinically meaningful decrements in QoL (β= -7.10; SE=0.22). CONCLUSIONS Patients prescribed oral therapies struggle with adherence, and cancer-related symptom burden is high and related to worse adherence and QoL. Given perceptions that oral therapies are less impairing, these data underscore the strong need to address adherence issues, symptom burden, and QoL for these patients.
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Cancer Patient Perspectives on Sharing of Medical Records and Mobile Device Data for Research Purposes. J Patient Exp 2020; 7:1115-1121. [PMID: 33457553 PMCID: PMC7786788 DOI: 10.1177/2374373520923837] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Sharing data is critical to advancing science, improving health, and creating advances in the delivery of health care services. The value of sharing data for cancer research purposes is well established, and there are multiple initiatives under way that address this need. However, there has been less focus on cancer patient perspectives regarding the sharing of their health information for research purposes. This study examined cancer patient perspectives on the sharing of de-identified health data for research purposes including both data from medical records and mobile applications. This cross-sectional study used survey methodology to collect data from cancer patients/survivors (N = 677). Overall, we found that participants were largely willing (71%) to share de-identified medical data and were most motivated (88%) by a desire to help other cancer patients. Patients were less likely to be comfortable sharing mobile application data (34%). It is vital that we understand patient perspectives on data sharing and work with them as partners, valuing their unique contributions, and attending to their preferences.
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THRIVE study protocol: a randomized controlled trial evaluating a web-based app and tailored messages to improve adherence to adjuvant endocrine therapy among women with breast cancer. BMC Health Serv Res 2019; 19:977. [PMID: 31856812 PMCID: PMC6924011 DOI: 10.1186/s12913-019-4588-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 10/09/2019] [Indexed: 11/10/2022] Open
Abstract
Background Long-term use of adjuvant endocrine therapy (AET) among women with early-stage, hormone receptor-positive breast cancer significantly reduces the risk of hospitalizations, cancer recurrence, and mortality. AET is associated with adverse symptoms that often result in poor adherence. A web-enabled app offers a novel way to communicate and manage symptoms for women on AET. In a region with significant racial disparities in breast cancer outcomes, our study tests the impact of a web-enabled app that collects and transmits patient-reported symptoms to healthcare teams to facilitate timely and responsive symptom management on medication adherence. Methods In this randomized controlled trial, we randomize 300 patients initiating AET to one of three arms: 1) an “App” group (n = 100) that receives weekly reminders to use the THRIVE study app; 2) an “App+Feedback” group (n = 100) that receives weekly reminders and tailored feedback based on their use of the app; or 3) a “Usual Care” group (n = 100) that receives usual care only. Participants are stratified by race: 50% White and 50% Black. The duration of the intervention is six months following enrollment, and outcomes are assessed at 12-months. The primary outcome is adherence, which is captured using an electronic monitoring pillbox. Secondary outcomes include symptom burden, quality of life, self-efficacy for managing symptoms, and healthcare costs. We also evaluate the impact of the intervention on racial disparities in adherence. Data are derived from three sources: electronic health record data to capture treatment changes, healthcare utilization, and health outcomes; self-report survey data related to adherence, symptom burden, and quality of life; and an electronic medication monitoring device that captures adherence. Discussion A successful web-enabled intervention could be disseminated across systems, conditions, and populations. By evaluating the impact of this intervention on a comprehensive set of measures, including AET adherence, patient outcomes, and costs, our study will provide valuable and actionable results for providers, policy makers, and insurers who strive to achieve the “Triple Aim” – reduce costs while improving health outcomes and the patient care experience. Trial registration NCT03592771. Prospectively registered on July 19, 2018.
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A qualitative exploration of race-based differences in social support needs of diverse women with breast cancer on adjuvant therapy. Psychooncology 2019; 28:570-576. [PMID: 30636189 DOI: 10.1002/pon.4979] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Revised: 12/17/2018] [Accepted: 12/31/2018] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Social support is a critical component of breast cancer care and is associated with clinical and quality of life outcomes. Significant health disparities exist between Black and White women with breast cancer. Our study used qualitative methods to explore the social support needs of Black and White women with hormone receptor-positive breast cancer on adjuvant endocrine therapy (AET). METHODS We conducted four focus group (FG) interviews (N = 28), stratified by race (ie, Black and White) and time on AET. FGs were audiotaped, transcribed, and analyzed according to conventions of thematic analysis. RESULTS Participants noted the importance of having their informational and emotional social support needs met by friends and family members. White participants reported support provided by others with breast cancer was crucial; Black women did not discuss other survivors as part of their networks. Notably, both White and Black participants used the FG environment to provide experiential social support to each other. CONCLUSIONS White participants noted that having other breast cancer survivors in their support network was essential for meeting their social support needs. However, Black participants did not reference other breast cancer survivors as part of their networks. Cancer centers should consider reviewing patients' access to experiential support and facilitate opportunities to connect women in the adjuvant phase.
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P1.02-10 "We Are Ambassadors for Survivors:” Experiences of Lung Cancer Support Group Attendees and Facilitators. J Thorac Oncol 2018. [DOI: 10.1016/j.jtho.2018.08.680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Machine Learning for Identifying Emotional Expression in Text: Improving the Accuracy of Established Methods. JOURNAL OF TECHNOLOGY IN BEHAVIORAL SCIENCE 2017; 2:21-27. [PMID: 32885036 PMCID: PMC7467127 DOI: 10.1007/s41347-017-0015-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Expression of emotion has been linked to numerous critical and beneficial aspects of human functioning. Accurately capturing emotional expression in text grows in relevance as people continue to spend more time in an online environment. The Linguistic Inquiry and Word Count (LIWC) is a commonly used program for the identification of many constructs, including emotional expression. In an earlier study (Bantum & Owen, 2009) LIWC was demonstrated to have good sensitivity yet poor positive predictive value. The goal of the current study was to create an automated machine learning technique to mimic manual coding. The sample included online support groups, cancer discussion boards, and transcripts from an expressive writing study, which resulted in 39,367 sentence-level coding decisions. In examining the entire sample the machine learning approach outperformed LIWC, in all categories outside of Sensitivity for negative emotion (LIWC Sensitivity = .85; Machine Learning Sensitivity = .41), although LIWC does not take into consideration prosocial emotion, such as affection, interest, and validation. LIWC performed significantly better than the machine learning approach when removing the prosocial emotions (p = <.0001). The sample over-represented examples of emotion that fit into the overarching category of positive emotion. Remaining work is needed to create more effective machine learning features for codes that are thought to be important emotionally but were not well represented in the sample (e.g., frustration, contempt, and belligerence), and Machine Learning could be a fruitful method for continued exploration.
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Helping cancer patients and caregivers navigate immunotherapy treatment. THE AMERICAN JOURNAL OF MANAGED CARE 2017; 23:SP78-SP80. [PMID: 28298131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
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Understanding the experience of living with non-small-cell lung cancer (NSCLC): a qualitative study. JOURNAL OF COMMUNITY AND SUPPORTIVE ONCOLOGY 2016; 12:6-12. [PMID: 24971397 DOI: 10.12788/jcso.0010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND As non-small-cell lung cancer (NSCLC) treatments improve and patients live longer, it is important to develop interventions to help patients live fuller lives. We sought to identify key components of quality of life (QOL) in determining therapeutic decision making and overall value of life extension in patients with NSCLC. METHODS Three focus groups (n = 16) and telephone interviews (n = 15) were conducted with NSCLC patients (N = 31) to explore symptoms considered important to QOL. A trade-off format was used to assess the value of life extension relative to QOL. Patients were asked to consider a hypothetical treatment option offering a modest (3 month) life extension. RESULTS Patients' mean age was 61.6 years, 67.6% were women, 77.4% were white, and 48.4% had stage III/IV disease. In all, 68% of patients conceptualized emotions as symptoms of NSCLC. Key symptoms changed over time: Patients reported feeling shock and fear at diagnosis (74%), and feeling fear or loneliness during the beginning of therapy (55%). Additionally, patients who reported successfully connecting with other NSCLC patients (peers), support groups, and/or community members reported a positive shift in feelings (52%) as they continued therapy or moved into a posttherapy phase. Financially, 23% of patients reported being adversely affected by copayments, 36% by unexpected gaps in coverage, and 39% by other bills. Patients reported that the most important dimension driving their decision making about life-extending therapy was somatic (84%), followed by functional (32%), relational (23%), and emotional (10%) dimensions. LIMITATIONS Study participants were likely to have received some education or support from the recruiting cancer advocacy and patient education/support organizations. In addition, participants were of a higher socioeconomic status than the average lung cancer patient population. CONCLUSIONS Patients with NSCLC conflated emotional well-being after diagnosis with symptoms of their cancer and treatment toxicities. Somatic QOL concerns emerged ahead of functional, emotional, and relational QOL concerns as the dominant driver of therapeutic decision making. FUNDING This study was funded by Daiichi Sankyo Inc.
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Randomized Trial of a Web-Based Intervention to Address Barriers to Clinical Trials. J Clin Oncol 2015; 34:469-78. [PMID: 26700123 DOI: 10.1200/jco.2015.63.2257] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Lack of knowledge and negative attitudes have been identified as barriers to participation in clinical trials by patients with cancer. We developed Preparatory Education About Clinical Trials (PRE-ACT), a theory-guided, Web-based, interactive computer program, to deliver tailored video educational content to patients in an effort to overcome barriers to considering clinical trials as a treatment option. PATIENTS AND METHODS A prospective, randomized clinical trial compared PRE-ACT with a control condition that provided general clinical trials information produced by the National Cancer Institute (NCI) in text format. One thousand two hundred fifty-five patients with cancer were randomly allocated before their initial visit with an oncologist to PRE-ACT (n = 623) or control (n = 632). PRE-ACT had three main components: assessment of clinical trials knowledge and attitudinal barriers, values assessment with clarification back to patients, and provision of a video library tailored to address each patient's barriers. Outcomes included knowledge and attitudes and preparation for decision making about clinical trials. RESULTS Both PRE-ACT and control interventions improved knowledge and attitudes (all P < .001) compared with baseline. Patients randomly allocated to PRE-ACT showed a significantly greater increase in knowledge (P < .001) and a significantly greater decrease in attitudinal barriers (P < .001) than did their control (text-only) counterparts. Participants in both arms significantly increased their preparedness to consider clinical trials (P < .001), and there was a trend favoring the PRE-ACT group (P < .09). PRE-ACT was also associated with greater patient satisfaction than was NCI text alone. CONCLUSION These data show that patient education before the first oncologist visit improves knowledge, attitudes, and preparation for decision making about clinical trials. Both text and tailored video were effective. The PRE-ACT interactive video program was more effective than NCI text in improving knowledge and reducing attitudinal barriers.
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Financial Concerns About Participation in Clinical Trials Among Patients With Cancer. J Clin Oncol 2015; 34:479-87. [PMID: 26700120 DOI: 10.1200/jco.2015.63.2463] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The decision to enroll in a clinical trial is complex given the uncertain risks and benefits of new approaches. Many patients also have financial concerns. We sought to characterize the association between financial concerns and the quality of decision making about clinical trials. METHODS We conducted a secondary data analysis of a randomized trial of a Web-based educational tool (Preparatory Education About Clinical Trials) designed to improve the preparation of patients with cancer for making decisions about clinical trial enrollment. Patients completed a baseline questionnaire that included three questions related to financial concerns (five-point Likert scales): "How much of a burden on you is the cost of your medical care?," "I'm afraid that my health insurance won't pay for a clinical trial," and "I'm worried that I wouldn't be able to afford the costs of treatment on a clinical trial." Results were summed, with higher scores indicating greater concerns. We used multiple linear regressions to measure the association between concerns and self-reported measures of self-efficacy, preparation for decision making, distress, and decisional conflict in separate models, controlling for sociodemographic characteristics. RESULTS One thousand two hundred eleven patients completed at least one financial concern question. Of these, 27% were 65 years or older, 58% were female, and 24% had a high school education or less. Greater financial concern was associated with lower self-efficacy and preparation for decision making, as well as with greater decisional conflict and distress, even after adjustment for age, race, sex, education, employment, and hospital location (P < .001 for all models). CONCLUSION Financial concerns are associated with several psychological constructs that may negatively influence decision quality regarding clinical trials. Greater attention to patients' financial needs and concerns may reduce distress and improve patient decision making.
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Abstract P2-10-04: Characterizing the metastatic breast cancer patient experience around preparing for a treatment decision. Cancer Res 2015. [DOI: 10.1158/1538-7445.sabcs14-p2-10-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: An estimated 155,000 people are living with metastatic breast cancer (MBC) in the US. With new developments in treatment, people are living longer with MBC and are confronted with more complex treatment decisions. Patient-provider communication is typically inadequate and patients are not fully prepared for communicating effectively with their doctor.
Methods: Since March 2013, the Cancer Support Community has registered 909 people living with MBC to the Cancer Experience Registry, an online initiative designed to learn and raise awareness about the psychosocial impact of cancer. 572 registrants responded to questions about their experience with making treatment decisions. This sample was 99% female, 91% Caucasian, and 69% with a college degree and median age 56. Median time since MBC diagnosis was 3 years.
Results: Before making a treatment decision, nearly all (91%) reported receiving information about their cancer type; 76% received information about their treatment choices. Only 41% indicated they received information about clinical trials prior to making a treatment decision. Just over half reported they had quite a bit of knowledge about their treatment options. However, 22% had little or no knowledge about their treatment options. Thirty-eight percent received treatment decision support prior to making a treatment decision; 45% would have liked more support. Twelve percent had little or no involvement in their treatment decision-making process. Nearly one-third (29%) did not feel they had a treatment choice and 28% reported they did not have enough time to make a treatment decision. Those who wrote down a list of questions prior to their first visit to discuss treatment options with their health care provider felt significantly more prepared to discuss their treatment options (p<0.001). About two-thirds of MBC registrants were satisfied with various aspects of the treatment decision-making process: outcome of the treatment(s) received (70%); doctor’s explanation of the benefits of each option (67%); how they arrived at a decision (66%); how much they participated in making the decision (64%); and their doctor’s explanation of the risks and side effects (64%). Sixty-nine percent thought it would be important to get help with gathering information, and 68% with developing a written list of questions before their meetings with cancer specialists; only 47% thought it important to obtain audio-recordings of appointments.
Conclusion: Although over two thirds of these women were satisfied with various aspects of treatment decision making including their communication and interaction with their doctor around the decision, nearly 30% of women thought that they had no choice or felt rushed in making a decision. Those women who prepared a list of questions prior to a consultation with the doctor were significantly more prepared in making an appropriate decision. While a small majority of patients report being knowledgeable about treatment options, a significant proportion report not having enough knowledge or support to fully engage in a treatment decision. Further efforts are needed to address gaps in the delivery of decision support to MBC patients.
Citation Format: Joanne Buzaglo, Melissa Miller, Anne Morris, Allison Harvey, Mitch Golant. Characterizing the metastatic breast cancer patient experience around preparing for a treatment decision [abstract]. In: Proceedings of the Thirty-Seventh Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2014 Dec 9-13; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2015;75(9 Suppl):Abstract nr P2-10-04.
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Abstract P2-12-03: The financial costs of metastatic breast cancer and the decisions patients make to cope with costs: Findings from the Cancer Experience Registry. Cancer Res 2015. [DOI: 10.1158/1538-7445.sabcs14-p2-12-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: An estimated 155,000 people are living with metastatic breast cancer (MBC) in the US. With new developments in treatment, people are living longer with MBC and have to manage greater financial burden related to care, including copays and out of pocket costs.
Methods: Since March 2013, the Cancer Support Community has registered 909 people living with MBC to the Cancer Experience Registry, an online initiative designed to raise awareness about the psychosocial impact of cancer. 496 registrants responded to questions about the financial cost of MBC. This sample was 99% female, 91% Caucasian, and 69% with a college degree and median age 56. Median time since MBC diagnosis was 3 years.
Results: 38% of registrants report being seriously or very seriously concerned about health insurance or money worries and 46% reported currently experiencing intrusive ideation about the financial cost of care. Registrants reported experiencing a significant burden from MBC related expenses, as shown in the table below.
Please tell us how much of a burden the following additional expenses caused you. (0=not at all to 4=very much)n≥3 (%)copays for medical treatments (e.g., surgery, chemotherapy, radiation, etc.)49246.1Prescription drugs and over the counter medication (including co-pays)49240.9Copays for medical appointments/visits49239.3Diagnostics or treatment not covered by insurance49239.7Complementary medicine or alternative therapy (e.g., vitamins, homeopathy)49137.9Travel (parking, gas)48920.6Medical supplies48921.3Late fees on bills49219.6Counseling or therapy48819.9
Because of these expenses, registrants have: foregone vacations, celebrations, and social events (53%); sold property (12%); refinanced their house (13%); filed for bankruptcy (5%); downsized their living accommodations (16%); liquidated their assets (19%); depleted their savings (40%); borrowed against or used money from a retirement plan (27%); cut their grocery expenses (42%); applied for or used public assistance (14%); chosen a treatment that is not as effective but costs less (9%); asked their doctor if there was a less expensive treatment (19%); tried to negotiate payments with credit companies (24%); negotiated with service providers to reduce costs (22%); used pharmaceutical assistance programs (26%); accepted money from friends or family (39%); and cashed in a life insurance policy early (8%), among others. In order to reduce the cost of treating MBC, registrants often or always postpone seeking psychological counseling or support (20%) and delay follow up on recommendations for complementary treatment such as physical or occupational therapy and nutrition counseling (13%).
Conclusion: MBC places a significant financial burden on patients, which can result in patients taking measures that can significantly impact their quality of life. Future implications for research include the development and evaluation of interventions designed to enhance doctor-patient communication and support (e.g., financial counseling) to ensure that the financial cost of MBC does not negatively impact the patient’s quality of life, course of cancer care, and health outcomes.
Citation Format: Joanne Buzaglo, Anne Morris, Melissa Miller, Allison Harvey, Mitch Golant. The financial costs of metastatic breast cancer and the decisions patients make to cope with costs: Findings from the Cancer Experience Registry [abstract]. In: Proceedings of the Thirty-Seventh Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2014 Dec 9-13; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2015;75(9 Suppl):Abstract nr P2-12-03.
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Application of best practice approaches for designing decision support tools: the preparatory education about clinical trials (PRE-ACT) study. PATIENT EDUCATION AND COUNSELING 2014; 96:63-71. [PMID: 24813474 PMCID: PMC4171039 DOI: 10.1016/j.pec.2014.04.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Revised: 03/14/2014] [Accepted: 04/05/2014] [Indexed: 05/20/2023]
Abstract
OBJECTIVE This article describes the rigorous development process and initial feedback of the PRE-ACT (Preparatory Education About Clinical Trials) web-based- intervention designed to improve preparation for decision making in cancer clinical trials. METHODS The multi-step process included stakeholder input, formative research, user testing and feedback. Diverse teams (researchers, advocates and developers) participated including content refinement, identification of actors, and development of video scripts. Patient feedback was provided in the final production period and through a vanguard group (N=100) from the randomized trial. RESULTS Patients/advocates confirmed barriers to cancer clinical trial participation, including lack of awareness and knowledge, fear of side effects, logistical concerns, and mistrust. Patients indicated they liked the tool's user-friendly nature, the organized and comprehensive presentation of the subject matter, and the clarity of the videos. CONCLUSION The development process serves as an example of operationalizing best practice approaches and highlights the value of a multi-disciplinary team to develop a theory-based, sophisticated tool that patients found useful in their decision making process. Practice implications Best practice approaches can be addressed and are important to ensure evidence-based tools that are of value to patients and supports the usefulness of a process map in the development of e-health tools.
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Psychosocial barriers to follow-up adherence after an abnormal cervical cytology test result among low-income, inner-city women. J Prim Care Community Health 2014; 5:234-41. [PMID: 24718518 DOI: 10.1177/2150131914529307] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES Low-income, inner-city women bear a disproportionate burden of cervical cancer in both incidence and mortality rates in the United States, largely because of low adherence to follow-up recommendations after an abnormal cervical cytology result in the primary care setting. The goals of the present study were to delineate the theory-based psychosocial barriers underlying these persistent low follow-up rates and their sociodemographic correlates. METHODS Guided by a well-validated psychosocial theory of health behaviors, this cross-sectional, correlational study assessed the barriers to follow-up adherence among underserved women (N = 210) who received an abnormal cervical cytology result. Participants were recruited through an inner-city hospital colposcopy clinic, and were assessed by telephone prior to the colposcopy appointment. RESULTS Participants were largely of African American race (82.2%), lower than high school completion education (58.7%), single, never married (67.3%), and without full-time employment (64.1%). Knowledge barriers were most often endorsed (68%, M = 3.22), followed by distress barriers (64%, M = 3.09), and coping barriers (36%, M = 2.36). Forty-six percent reported more than one barrier category. Less education and being unemployed were correlated with higher knowledge barriers (P < .0001 and P < .01, respectively) and more coping barriers (P < .05 and P < .05, respectively). Women who were younger than 30 years displayed greater distress barriers (P < .05). CONCLUSION In the primary care setting, assessing and addressing knowledge and distress barriers after feedback of an abnormal cervical cytology result may improve adherence to follow-up recommendations. The use of structured counseling protocols and referral to navigational and other resources may facilitate this process and thereby reduce disparities in cervical cancer.
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Attitudinal barriers to participation in oncology clinical trials: factor analysis and correlates of barriers. Eur J Cancer Care (Engl) 2014; 24:28-38. [PMID: 24467411 PMCID: PMC4417937 DOI: 10.1111/ecc.12180] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2013] [Indexed: 11/26/2022]
Abstract
Patient participation in cancer clinical trials is low. Little is known about attitudinal barriers to participation, particularly among patients who may be offered a trial during an imminent initial oncology consult. The aims of the present study were to confirm the presence of proposed subscales of a recently developed cancer clinical trial attitudinal barriers measure, describe the most common cancer clinical trials attitudinal barriers, and evaluate socio-demographic, medical and financial factors associated with attitudinal barriers. A total of 1256 patients completed a survey assessing demographic factors, perceived financial burden, prior trial participation and attitudinal barriers to clinical trials participation. Results of a factor analysis did not confirm the presence of the proposed four attitudinal barriers subscale/factors. Rather, a single factor represented the best fit to the data. The most highly-rated barriers were fear of side-effects, worry about health insurance and efficacy concerns. Results suggested that less educated patients, patients with non-metastatic disease, patients with no previous oncology clinical trial participation, and patients reporting greater perceived financial burden from cancer care were associated with higher barriers. These patients may need extra attention in terms of decisional support. Overall, patients with fewer personal resources (education, financial issues) report more attitudinal barriers and should be targeted for additional decisional support.
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Tailored telephone counseling to improve adherence to follow-up regimens after an abnormal pap smear among minority, underserved women. PATIENT EDUCATION AND COUNSELING 2013; 93:488-95. [PMID: 24007767 PMCID: PMC3852173 DOI: 10.1016/j.pec.2013.08.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Revised: 07/25/2013] [Accepted: 08/11/2013] [Indexed: 05/03/2023]
Abstract
OBJECTIVE The present study explored the impact of a tailored telephone counseling intervention on increasing follow-up adherence after an abnormal Pap smear result among low-income, minority women, which may reduce cervical cancer disparity. METHODS Participants (N=211) were randomly assigned to receive: (1) a telephone reminder that included an assessment of barriers to adherence, as well as counseling tailored to the barriers elicited; (2) telephone reminder and barriers assessment, followed by a mailed home tailored barriers print brochure; or (3) enhanced standard care comprising telephone reminder and barriers assessment. Assessments were obtained at initial contact and 1-week later, as well as at 6- and 12-months after the initial colposcopy. RESULTS The telephone counseling group showed greater adherence to follow-up recommendations than did the combined other two groups (p<0.05). For the initial colposcopy, tailored telephone barriers counseling was more effective among women with a high school education or less. CONCLUSION Tailored telephone barriers counseling improves adherence to initial colposcopy, as well as to longer-term medical follow-up, among low-income, inner-city women. PRACTICE IMPLICATIONS Dissemination of barriers counseling into ongoing telephone reminder calls and contacts may decrease disparities in cancer outcomes, especially among women with less than post-secondary education.
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Knowledge, attitudes, and self-efficacy as predictors of preparedness for oncology clinical trials: a mediational model. Med Decis Making 2013; 34:454-63. [PMID: 24246567 DOI: 10.1177/0272989x13511704] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE This study used the Ottawa Decision Support Framework to evaluate a model examining associations between clinical trial knowledge, attitudinal barriers to participating in clinical trials, clinical trial self-efficacy, and clinical trial preparedness among 1256 cancer patients seen for their first outpatient consultation at a cancer center. As an exploratory aim, moderator effects for gender, race/ethnicity, education, and metastatic status on associations in the model were evaluated. METHODS . Patients completed measures of cancer clinical trial knowledge, attitudinal barriers, self-efficacy, and preparedness. Structural equation modeling (SEM) was conducted to evaluate whether self-efficacy mediated the association between knowledge and barriers with preparedness. RESULTS . The SEM explained 26% of the variance in cancer clinical trial preparedness. Self-efficacy mediated the associations between attitudinal barriers and preparedness, but self-efficacy did not mediate the knowledge-preparedness relationship. CONCLUSIONS . Findings partially support the Ottawa Decision Support Framework and suggest that assessing patients' level of self-efficacy may be just as important as evaluating their knowledge and attitudes about cancer clinical trials.
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Abstract
The Cancer Support Community (CSC) provides psychosocial support to people facing cancer in community settings. The purpose of this study was to evaluate the compatibility, effectiveness, and fidelity of the Situation-Choices-Objectives-People-Evaluation-Decisions (SCOPED) question-listing intervention at three CSC sites. Between August 2008 and August 2011, the Program Director at each CSC site implemented question-listing, while measuring patient distress, anxiety, and self-efficacy before and after each intervention. We analyzed the quantitative results using unadjusted statistical tests and reviewed qualitative comments by patients and the case notes of Program Directors to assess compatibility and fidelity. Program Directors implemented question-listing with 77 blood cancer patients. Patients reported decreased distress (p = 0.009) and anxiety (p = 0.005) and increased self-efficacy (p < 0.001). Patients and Program Directors endorsed the intervention as compatible with CSC's mission and approach and feasible to implement with high fidelity. CSC effectively translated SCOPED question-listing into practice in the context of its community-based psychosocial support services at three sites.
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From Distress Guidelines to Developing Models of Psychosocial Care: Current Best Practices. J Psychosoc Oncol 2012; 30:694-714. [DOI: 10.1080/07347332.2012.721488] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Enhanced counselling for women undergoing BRCA1/2 testing: Impact on knowledge and psychological distress-results from a randomised clinical trial. Psychol Health 2010; 25:401-15. [PMID: 20204945 DOI: 10.1080/08870440802660884] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
This randomised controlled trial evaluated the impact of an enhanced counselling (EC) intervention on knowledge about the heritability of breast and ovarian cancer and distress, as a function of BRCA test result, among high-risk women. Before deciding about whether or not to undergo genetic testing, participants were randomly assigned to the EC intervention (N = 69), designed to promote cognitive and affective processing of cancer risk information (following the standard individualised counselling session), or to the control condition (N = 65), which involved standard individualised counselling followed by a general health information session to control for time and attention. Women in the EC group exhibited greater knowledge than women in the control group, 1 week after the intervention. Further, at the affective level, the intervention was found to be the most beneficial for women testing positive: specifically 1 week after test result disclosure, women in the intervention group who tested positive experienced lower levels of distress than women in the control group who tested positive. The findings suggest that the design of counselling aids should include a component that explicitly activates the individual's cognitive-affective processing system.
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Colorectal cancer knowledge is not associated with screening compliance or intention. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2009; 24:225-232. [PMID: 19526412 PMCID: PMC2724589 DOI: 10.1080/08858190902924815] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
BACKGROUND Increasing colorectal cancer (CRC) screening is a public health goal. We hypothesized that non-compliant, average risk women would demonstrate low levels of CRC knowledge and underestimate their CRC risk. METHODS Participants identified prior to routine gynecological visits completed a survey assessing demographics, CRC knowledge, risk perception, and screening intention. RESULTS The 318 participants demonstrated high levels of CRC knowledge. The majority estimated their risk incorrectly and had no intention of screening participation in the future. There were no consistent relationships between knowledge, risk perception, and screening intent. CONCLUSIONS Knowledge alone is an inadequate stimulus of screening adherence.
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Using health communication best practices to develop a web-based provider-patient communication aid: the CONNECT study. PATIENT EDUCATION AND COUNSELING 2008; 71:378-387. [PMID: 18417312 PMCID: PMC2509582 DOI: 10.1016/j.pec.2008.02.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2008] [Accepted: 02/21/2008] [Indexed: 05/26/2023]
Abstract
OBJECTIVE Although there is broad consensus that careful content vetting and user testing is important in the development of technology-based educational interventions, often these steps are overlooked. This paper highlights the development of a theory-guided, web-based communication aid (CONNECT), designed to facilitate treatment decision-making among patients with advanced cancer. METHODS The communication aid included an on-line survey, patient skills training module and an automated physician report. Development steps included: (1) evidence-based content development; (2) usability testing; (3) pilot testing; and (4) patient utilization and satisfaction. RESULTS Usability testing identified some confusing directions and navigation for the on-line survey and validated the relevance of the "patient testimonials" in the skills module. Preliminary satisfaction from the implementation of the communication aid showed that 66% found the survey length reasonable and 70% found it helpful in talking with the physician. Seventy percent reported the skills module helpful and about half found it affected the consultation. CONCLUSION Designing patient education interventions for translation into practice requires the integration of health communication best practice including user feedback along the developmental process. PRACTICE IMPLICATIONS This developmental process can be translated to a broad array of community-based patient and provider educational interventions.
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Abstract
Behavioral and psychosocial factors affect all aspects of cervical cancer control, from prevention to posttreatment rehabilitation. Behavioral scientists gathered at the Second International Conference on Cervical Cancer (Houston, TX, April 11-14, 2002) reviewed selected studies of behavioral factors related to cervical cancer, including women's receptivity to emerging cervical cancer screening and diagnostic technologies, factors that influence adherence to follow-up colposcopy recommendations, and cervical cancer survivors' quality of life. Researchers reported that reduced distress during examinations with new technology may improve adherence to cervical cancer screening recommendations. Until new technology becomes mainstream, research shows that distress is reduced and adherence improves when health care providers match interventions to patients' informational processing styles. Investigations of survivors' quality of life report conflicting findings, but studies indicate that survivors experience anger over reproductive loss, loss of interest in sex, and perhaps a greater vulnerability to sexual dysfunction compared with survivors of other cancers. Survivors also report a need for posttherapy support programs. Primary prevention of cervical cancer should remain a priority as research in behavioral interventions and barriers to screening, especially among vulnerable populations, moves forward.
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