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1.
Curr Oncol ; 31(8): 4357-4368, 2024 Jul 30.
Article in English | MEDLINE | ID: mdl-39195308

ABSTRACT

Patients consistently rate cancer-related fatigue (CrF) as the most prevalent and debilitating symptom. CrF is an important but often neglected patient concern, partly due to barriers to implementing evidence-based interventions. This study explored what an ideal intervention for CrF would look like from the perspectives of different stakeholders and the barriers to its implementation. Three participant populations were recruited: healthcare providers (HCPs; n = 32), community support providers (CSPs; n = 14), and cancer patients (n = 16). Data were collected via nine focus groups and four semi-structured interviews. Data were coded into themes using content analysis. Two main themes emerged around addressing CrF: "It takes a village" and "This will not be easy". Participants discussed an intervention for CrF could be anywhere, offered by anyone and everyone, and provided early and frequently throughout the cancer experience and could include peer support, psychoeducation, physical activity, mind-body interventions, and interdisciplinary care. Patients, HCPs, and CSPs described several potential barriers to implementation, including patient barriers (i.e., patient variability, accessibility, online literacy, and overload of information) and systems barriers (i.e., costs, lack of HCP knowledge, system insufficiency, and time). As CrF is a common post-treatment symptom, it is imperative to offer patients adequate support to manage CrF. This study lays the groundwork for the implementation of a patient-centered intervention for CrF in Canada and possibly elsewhere.


Subject(s)
Fatigue , Health Personnel , Neoplasms , Humans , Neoplasms/complications , Fatigue/therapy , Fatigue/etiology , Health Personnel/psychology , Female , Male , Middle Aged , Adult , Qualitative Research , Aged , Focus Groups
2.
JMIR AI ; 3: e50442, 2024 Jan 12.
Article in English | MEDLINE | ID: mdl-38875575

ABSTRACT

BACKGROUND: ChatGPT (Open AI) is a state-of-the-art large language model that uses artificial intelligence (AI) to address questions across diverse topics. The American Society of Clinical Oncology Self-Evaluation Program (ASCO-SEP) created a comprehensive educational program to help physicians keep up to date with the many rapid advances in the field. The question bank consists of multiple choice questions addressing the many facets of cancer care, including diagnosis, treatment, and supportive care. As ChatGPT applications rapidly expand, it becomes vital to ascertain if the knowledge of ChatGPT-3.5 matches the established standards that oncologists are recommended to follow. OBJECTIVE: This study aims to evaluate whether ChatGPT-3.5's knowledge aligns with the established benchmarks that oncologists are expected to adhere to. This will furnish us with a deeper understanding of the potential applications of this tool as a support for clinical decision-making. METHODS: We conducted a systematic assessment of the performance of ChatGPT-3.5 on the ASCO-SEP, the leading educational and assessment tool for medical oncologists in training and practice. Over 1000 multiple choice questions covering the spectrum of cancer care were extracted. Questions were categorized by cancer type or discipline, with subcategorization as treatment, diagnosis, or other. Answers were scored as correct if ChatGPT-3.5 selected the answer as defined by ASCO-SEP. RESULTS: Overall, ChatGPT-3.5 achieved a score of 56.1% (583/1040) for the correct answers provided. The program demonstrated varying levels of accuracy across cancer types or disciplines. The highest accuracy was observed in questions related to developmental therapeutics (8/10; 80% correct), while the lowest accuracy was observed in questions related to gastrointestinal cancer (102/209; 48.8% correct). There was no significant difference in the program's performance across the predefined subcategories of diagnosis, treatment, and other (P=.16, which is greater than .05). CONCLUSIONS: This study evaluated ChatGPT-3.5's oncology knowledge using the ASCO-SEP, aiming to address uncertainties regarding AI tools like ChatGPT in clinical decision-making. Our findings suggest that while ChatGPT-3.5 offers a hopeful outlook for AI in oncology, its present performance in ASCO-SEP tests necessitates further refinement to reach the requisite competency levels. Future assessments could explore ChatGPT's clinical decision support capabilities with real-world clinical scenarios, its ease of integration into medical workflows, and its potential to foster interdisciplinary collaboration and patient engagement in health care settings.

3.
Support Care Cancer ; 29(4): 1873-1881, 2021 Apr.
Article in English | MEDLINE | ID: mdl-32793998

ABSTRACT

PURPOSE: Cancer-related fatigue (CRF) is a debilitating symptom experienced by many cancer patients. Although guidelines provide evidence-based recommendations for screening, assessing, and managing CRF, there is limited evidence of their implementation in practice. This study aimed to explore patients', healthcare providers' (HCPs), community support providers' (CSPs) experiences and opinions on CRF guidelines and the underlying causes of CRF treatment gaps following the Knowledge-to-Action model. METHODS: A total of 62 participants were recruited-16 patients, 32 HCPs, and 14 CSPs-for a total of 9 focus groups and 4 individual interviews. Sessions were recorded and transcribed verbatim. Transcripts were analyzed using thematic analysis. RESULTS: There were gaps in the application of CRF guidelines and patient dissatisfaction with care. Two underlying mechanisms may contribute to these gaps. First, professionals' lack of knowledge and resources paired with systemic obstacles created difficult conditions to adequately address CRF-A Perfect Storm. Further, patient-provider communication gaps lead to patients feeling discouraged to report issues to their healthcare teams and turning to community services for help-A Breakdown in Communication. CONCLUSIONS: There is little indication that CRF guidelines are routinely implemented in clinical practice. This study provides insights from various perspectives to aid understanding of the critical issues that require consideration to increase implementation of CRF guidelines by HCPs. As patients are currently dissatisfied with CRF-related care, implementation of CRF guidelines is needed.


Subject(s)
Fatigue/etiology , Neoplasms/complications , Professional Practice Gaps/methods , Adolescent , Adult , Aged , Aged, 80 and over , Communication , Female , Guidelines as Topic , Humans , Male , Middle Aged , Young Adult
6.
PLoS One ; 15(7): e0234124, 2020.
Article in English | MEDLINE | ID: mdl-32716932

ABSTRACT

BACKGROUND: Patients with chronic diseases commonly report fears of illness or symptoms recurring or worsening. These fears have been addressed from an illness-specific perspective (e.g., fear of cancer recurrence), a generic illness perspective (e.g., fear of progression), and a psychiatric perspective (DSM-5 illness anxiety disorder and somatic symptom disorder). The broader concept of health anxiety (HA) can also be applied to patients with a chronic disease. This review was conducted to investigate the conceptual, theoretical, measurement-overlap, and differences between these distinct perspectives. We also aimed to summarize prevalence, course, and correlates of these fears in different chronic illnesses. METHODS: We used PsycINFO, PubMED, CINAHL, Web of Science, SCOPUS, and PSYNDEX to conduct a systematic review of studies pertaining to these fears in chronic illness published from January 1996 to October 2017. A total of 401 articles were retained. RESULTS: There were commonalities across different conceptualizations and diseases: a high prevalence of clinical levels of fears (>20%), a stable course over time, and a deleterious impact on quality of life. Reviewed studies used definitions, models, and measures that were illness-specific, with only a minority employing a psychiatric perspective, limiting cross-disease generalizability. There appears to be some applicability of DSM-5 disorders to the experience of fear of illness/symptoms in patients with a chronic illness. While conceptualizing HA on a continuum ranging from mild and transient to severe may be appropriate, there is a lack of agreement about when the level of fear becomes 'excessive.' The definitions, models, and measures of HA across chronic illnesses involve affective, cognitive, behavioral, and perceptual features. CONCLUSIONS: The concept of HA may offer a unifying conceptual perspective on the fears of illness/symptoms worsening or returning commonly experienced by those with chronic disease.


Subject(s)
Anxiety/etiology , Attitude to Health , Chronic Disease/psychology , Fear , Anxiety/epidemiology , Anxiety Disorders/epidemiology , Anxiety Disorders/etiology , Humans , Models, Psychological , Prevalence , Severity of Illness Index
7.
Int J Behav Med ; 26(1): 3-16, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30498918

ABSTRACT

PURPOSE: Health anxiety (HA) is associated with reduced quality of life among individuals with chronic illnesses. However, little is known about effective interventions for reducing HA in this context. This study aimed to comprehensively review the literature on interventions for the treatment of HA in chronic illness. METHODS: This study was conducted as part of a larger systematic review on HA among individuals diagnosed with a chronic illness, using literature published between January 1996 and October 2017. A total of 51 articles were selected as they reported on interventions with pre-post measures and described the impact of the intervention on HA. RESULTS: The data on psychotherapy (CBT, third-wave CBT, and mindfulness), patient education, and rehabilitation programs demonstrated effectiveness in cancer and cardiac patients. Exercise interventions demonstrated effectiveness in patients with Parkinson's disease, and medical interventions showed limited effectiveness in reducing HA in diabetes and epilepsy. Most interventions yielding significant outcomes were at least 6 to 8 weeks long. CONCLUSIONS: The literature supports that a variety of interventions may be effective in reducing HA in individuals with chronic illness. Future research should test single interventions across several illnesses, as well as several interventions within a single illness to better understand how HA can be managed across chronic illnesses.


Subject(s)
Anxiety/therapy , Chronic Disease/psychology , Quality of Life , Humans , Mindfulness , Neoplasms/psychology
8.
Psychooncology ; 27(2): 492-499, 2018 02.
Article in English | MEDLINE | ID: mdl-28755462

ABSTRACT

OBJECTIVE: Fear of cancer recurrence (FCR) is a common concern among cancer survivors. Identifying survivors with clinically significant FCR requires validated screening measures and clinical cut-offs. We evaluated the Fear of Cancer Recurrence Inventory-Short Form (FCRI-SF) clinical cut-off in 2 samples. METHODS: Level of FCR in study 1 participants (from an Australian randomized controlled trial: ConquerFear) was compared with FCRI-SF scores. Based on a biopsychosocial interview, clinicians rated participants as having nonclinical, subclinical, or clinical FCR. Study 2 participants (from a Canadian FCRI-English validation study) were classified as having clinical or nonclinical FCR by using the semistructured clinical interview for FCR (SIFCR). Receiver operating characteristic analyses evaluated the screening ability of the FCRI-SF against clinician ratings (study 1) and the SIFCR (study 2). RESULTS: In study 1, 167 cancer survivors (mean age: 53 years, SD = 10.1) participated. Clinicians rated 43% as having clinical FCR. In study 2, 40 cancer survivors (mean age: 68 years, SD = 7.0) participated; 25% met criteria for clinical FCR according to the SIFCR. For both studies 1 and 2, receiver operating characteristic analyses suggested a cut-off ≥22 on the FCRI-SF identified cancer survivors with clinical levels of FCR with adequate sensitivity and specificity. CONCLUSIONS: Establishing clinical cut-offs on FCR screening measures is crucial to tailoring individual care and conducting rigorous research. Our results suggest using a higher cut-off on the FCRI-SF than previously reported to identify clinically significant FCR. Continued evaluation and validation of the FCRI-SF cut-off is required across diverse cancer populations.


Subject(s)
Cancer Survivors/psychology , Fear/psychology , Neoplasm Recurrence, Local/psychology , Surveys and Questionnaires/standards , Aged , Australia , Canada , Female , Humans , Male , Middle Aged , Phobic Disorders/psychology , Psychometrics/methods , Reproducibility of Results , Research
10.
Can Oncol Nurs J ; 27(3): 268-274, 2017.
Article in English | MEDLINE | ID: mdl-31148799

ABSTRACT

Breast and endometrial cancer survivors referred to the Wellness Beyond Cancer Program were invited to a survivorship education class. As not all survivors attended the class, this study aimed to identify socio-demographic and medical characteristics, and survivorship needs that predict attendance. A chart review was conducted on survivors who completed a needs assessment survey between 2012 and 2014 (n=144 endometrial; n=170 breast). Class attendees' characteristics were compared to those of non-attendees using t-tests, chi-square analyses, and regression analysis. Univariate analyses showed that age, distance from hospital, emotional and physical needs, and receiving chemotherapy and/or radiation therapy were associated with class attendance. Distance from hospital and physical needs were identified as multivariate predictors. The results of this study will help inform class content, improve class attendance, and identify attendees' characteristics.

11.
J Am Coll Health ; 64(7): 545-54, 2016 10.
Article in English | MEDLINE | ID: mdl-27223873

ABSTRACT

OBJECTIVE: The goals of the present study are (1) to identify sociodemographic and psychosocial predictors of human papillomavirus (HPV)-related stigma and (2) to examine the relationship between HPV-related stigma in predicting HPV vaccine decision-making among college males. PARTICIPANTS: Six hundred and eighty college males aged 18-26 from 3 Canadian universities were recruited from September 2013 to April 2014. METHODS: Participants completed a self-report survey assessing HPV-related stigma, psychosocial predictors of HPV-related stigma, and HPV vaccine decision-making. The results were analyzed using variance analyses and linear regressions. RESULTS: Ethnicity, province of residence, and perceived severity of HPV were found to significantly influence HPV-related stigma. In addition, HPV-related stigma was higher in those unaware of the availability of the HPV vaccine for males. CONCLUSIONS: Promotion efforts should concentrate on Asian minorities and should avoid HPV severity messaging, as these may lead to higher HPV-related stigma, which in turn may act as a barrier to vaccination.


Subject(s)
Decision Making , Papillomavirus Infections/psychology , Papillomavirus Vaccines/therapeutic use , Social Stigma , Students/psychology , Vaccination/psychology , Adolescent , Adult , Canada , Health Knowledge, Attitudes, Practice , Humans , Male , Minority Groups , Papillomavirus Infections/prevention & control , Patient Acceptance of Health Care , Universities , Young Adult
12.
Support Care Cancer ; 24(10): 4207-18, 2016 10.
Article in English | MEDLINE | ID: mdl-27169700

ABSTRACT

PURPOSE: Fear of cancer recurrence (FCR) is a common experience for cancer survivors. However, it remains unclear what characteristics differentiate non-clinical from clinical levels of FCR. The goal of this study was to investigate the potential hallmarks of clinical FCR. METHODS: A convenience sample of 40 participants (n = 19 female) was drawn from another study (Lebel et al. in Qual Life Res 25:311-321. doi: 10.1007/s11136-015-1088-2 , 2016). The semi-structured interview for fear of cancer recurrence (Simard and Savard in J Cancer Surviv 9:481-491. doi: 10.1007/s11764-015-0424-4 , 2015) was used to identify participants with non-clinical and clinical FCR and qualitative analysis of these interviews was performed. RESULTS: Individuals with clinical FCR reported the following features: death-related thoughts, feeling alone, belief that the cancer would return, experiencing intolerance of uncertainty, having cancer-related thoughts and imagery that were difficult to control, daily and recurrent, lasted 30 minutes or more, increased over time, caused distress and impacted their daily life. Triggers of FCR and coping strategies did not appear to be features of clinical FCR as they were reported by participants with a range of FCR scores. CONCLUSIONS: While features of clinical FCR found in this analysis such as intrusive thoughts, distress and impact on functioning confirmed previous FCR research, other features spontaneously emerged from the interviews including "death-related thoughts," "feeling alone," and "belief that the cancer will return." The participants' descriptions of cancer-specific fear and worry suggest that FCR is a distinct phenomenon related to cancer survivorship, despite similarities with psychological disorders (e.g., Anxiety Disorders). Future research investigating the construct of FCR, and the distinguishing features of clinical FCR across a range of cancer types and gender is required.


Subject(s)
Anxiety/psychology , Fear/psychology , Neoplasm Recurrence, Local/psychology , Neoplasms/psychology , Survivors/psychology , Adaptation, Psychological , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged
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