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Knoerl R, Grandinetti K, Smener L, Doll E, Fecher LA, Henry NL, Karimi Y, Pettit K, Schuetze S, Walling E, Zhang A, Barton D. Exploring Adolescent and Young Adult Cancer Survivors' Experience with Cancer Treatment-Related Symptoms: A Qualitative Analysis of Semi-Structured Interviews. J Adolesc Young Adult Oncol 2024. [PMID: 38634665 DOI: 10.1089/jayao.2024.0053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024] Open
Abstract
Purpose: Few studies have specifically targeted symptom management interventions for adolescent and young adult (AYA) cancer survivors. A greater understanding of AYA cancer survivors' experiences with cancer treatment-related symptoms would help develop age-appropriate oncology symptom management interventions. The purpose of this qualitative analysis was to explore AYA cancer survivors' experience with cancer treatment-related symptoms. Methods: Nineteen post-treatment AYA cancer survivors (18-39 years old) who self-reported moderate-severe cancer treatment-related symptom severity participated in video conferencing or telephone interviews. The questions in the interview guide queried participants to share their experience with cancer treatment-related symptoms. Inductive content analysis was used to identify themes from the interviews. Results: The themes that emerged from the interviews included (1) cancer treatment-related symptoms negatively affected AYA cancer survivors' quality of life (e.g., symptoms served as a reminder of cancer recurrence possibility); (2) AYA cancer survivors' attitudes and feelings about communicating cancer treatment-related symptom concerns to clinicians (e.g., patient-clinician communication was bolstered when AYAs perceived that symptoms were being taken seriously); (3) AYA cancer survivors are interested in oncology symptom management clinical trials, but logistical challenges are barriers to participation; and (4) AYA cancer survivors are interested in nonpharmacological treatments for symptom management. Conclusion: Results highlight the burden of cancer treatment-related symptoms on day-to-day life among post-treatment AYA cancer survivors. Future work is needed to identify nonpharmacological symptom management interventions, strategies to improve patient-clinician communication about symptoms, and strategies to increase the visibility and accessibility of symptom management clinical trials for AYA cancer survivors.
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Affiliation(s)
- Robert Knoerl
- Department of Health Behavior and Biological Sciences, University of Michigan School of Nursing, Ann Arbor, Michigan, USA
| | | | - Liat Smener
- School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
| | - Emily Doll
- School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
| | - Leslie A Fecher
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - N Lynn Henry
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Yasmin Karimi
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Kristen Pettit
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Scott Schuetze
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Emily Walling
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Anao Zhang
- School of Social Work, University of Michigan, Ann Arbor, Michigan, USA
| | - Debra Barton
- College of Nursing, The University of Tennessee, Knoxville, Tennessee, USA
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Berrazaga Y, Rachdi H, Saadi M, Haouari AA, Fendri S, Daoud N, Mejri N, Boussen H. Navigating the Cancer Journey: Experiences and Perspectives of Young Adult Patients in Tunisia. J Adolesc Young Adult Oncol 2024. [PMID: 38579135 DOI: 10.1089/jayao.2023.0106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024] Open
Abstract
Purpose: This study aimed to explore the experiences of young adult cancer patients within the Tunisian context. Methods: A total of 104 patients between the ages of 20 and 40, undergoing treatment for various types and stages of cancer, participated in a questionnaire-based survey. The survey encompassed topics related to the socioeconomic and psychological impacts of cancer, coping mechanisms, relationships, sexuality, and future aspirations. Results: Of the participants, 78 were women (75%) and 26 were men (25%), with an average age of 33 years. Financial difficulties were reported by 60 patients (57.7%). The most common emotional responses to the diagnosis were sadness (54.8%), followed by denial (18.3%) and anger (5.8%). Thirteen patients (12.5%) choose not to receive information about the stage of their disease. In addition, 42 patients (40.4%) experienced a decrease in perceived physical attractiveness, while negative effects on sexuality were observed in 44.2% of cases. The primary concerns reported by patients were the fear of recurrence or progression (48%) and infertility (48%). Furthermore, 43 patients (41.3%) expressed a decrease in self-confidence, notably influenced by financial difficulties (OR: 2.77 [95% CI: 1.12-6.87]), physical alterations (OR: 0.18 [95% CI: 0.07-0.45]), and sexual issues (OR: 0.17 [95% CI: 0.06-0.48]). Notably, 78 patients (75%) continued to make future plans, particularly those under 30 years of age (OR: 0.2 [95% CI: 0.04-0.96]). Moreover, 47.1% of patients expressed an inclination toward immigration to developed countries, primarily due to perceived superior health care systems (61.5%). Conclusions: Young cancer patients face a range of social and psychological challenges, suggesting the necessity for a specialized care approach.
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Affiliation(s)
- Yosra Berrazaga
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Haifa Rachdi
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Myriam Saadi
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Ahmed Anas Haouari
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Sofiene Fendri
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Nouha Daoud
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Nesrine Mejri
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
| | - Hamouda Boussen
- Medical Oncology Department, Abderrahmane Mami Hospital, University of Medicine Tunis El Manar, Tunis, Tunisia
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Paulson AE, Martus JE, Mencio GA, Louer CR. Information exchange on adolescent scoliosis discussion forums among patients and caregivers: a thematic analysis. Spine Deform 2024; 12:293-303. [PMID: 38175498 DOI: 10.1007/s43390-023-00802-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/02/2023] [Indexed: 01/05/2024]
Abstract
PURPOSE Online health-related support groups have increasingly become a regular resource for patients and caregivers; however, the content of these forums is largely unknown to medical teams. The purposes of this study were to (1) review posts from scoliosis discussion forums to establish common themes related to the care experience of patients with scoliosis and (2) understand how common themes vary among pediatric and adult patients, as well as caregivers. METHODS Posts were collected from two public scoliosis forums. Analysis was performed using grounded theory-a methodology that relies on the repeated analyses of qualitative data to identify recurring concepts, which are then coded and grouped into categories and ultimately central themes that seek to synthesize the relationships between categories. Information posts were reviewed by a board-certified orthopedic surgeon who performs scoliosis surgery for factual basis or misinformation. RESULTS Analysis of 911 posts revealed five central themes. The two most common themes among patients ≥ 18 and caregivers involve seeking out emotional support and information about surgical treatment. Patients < 18 frequently sought out emotional support but were also largely interested in information about bracing. The most prevalent theme among all contributors involved seeking out emotional support. There was very little medical misinformation found within posts. CONCLUSION Scoliosis forums serve as an informal outlet where patients and families can offer emotional support and share experiences. Physicians should provide direct emotional support to patients and offer these forums as a resource, without significant concerns about propagating medical misinformation.
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Affiliation(s)
- Ambika E Paulson
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, 2200 Children's Way, Suite 4202, Nashville, TN, 37232, USA.
| | - Jeffrey E Martus
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, 2200 Children's Way, Suite 4202, Nashville, TN, 37232, USA
| | - Gregory A Mencio
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, 2200 Children's Way, Suite 4202, Nashville, TN, 37232, USA
| | - Craig R Louer
- Department of Orthopedic Surgery, Vanderbilt University Medical Center, 2200 Children's Way, Suite 4202, Nashville, TN, 37232, USA
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Malik M, Valiyaveettil D, Joseph DM. The Growing Burden of Cancer in Adolescent and Young Adults in Asia: A Call to Action. J Adolesc Young Adult Oncol 2024; 13:1-7. [PMID: 37327043 DOI: 10.1089/jayao.2023.0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023] Open
Abstract
Recent estimates suggest that the lower middle income countries in Asia carry the heaviest burden of cancer among adolescents and young adults (AYAs) (defined as age 15-39 years). A larger proportion of the population in Asia is aged 15-39 compared with the developed countries. This age group is different from the pediatric or the adult group in terms of physical, social, psychological, and financial needs. Cancer incidence, disability, survivorship needs, financial toxicity, psychosocial issues, and so on are underestimated in this group, and available literature is scarce. Global data show an increasing trend of adult-onset cancers such as colorectal, breast, pancreas, and lung in the AYA population. Data suggest that the disease biology and prognosis are different in this group; however, further research is needed. An ESMO/SIOPE/SIOP Asia survey on the care of AYA cancer patients in Asia found a suboptimal availability of AYA specialized centers in the region and identified several unmet needs including lack of training, clinical trials, and high rates of treatment abandonment. There is an urgent need for cancer care systems in Asia to develop specialized services to be able to cater to this growing burden. Training and research in this area also need to be upscaled with the goal of establishing a sustainable infrastructure and quality services to ensure that this vulnerable group receives appropriate care. Management guidelines and national health policies should consider giving special attention to this group as the World Health Assembly reinforces the inclusion of children and adolescents in cancer control programs.
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Affiliation(s)
- Monica Malik
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, India
| | - Deepthi Valiyaveettil
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, India
| | - Deepa M Joseph
- Department of Radiation Oncology, All India Institute of Medical Sciences, Rishikesh, India
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Brown T, Ramocan S, Block R, Poage W. Adolescent Young Adult Acute Lymphoblastic Leukemia Survivors Develop Innovative Solutions for Unmet Needs. J Adolesc Young Adult Oncol 2023; 12:900-905. [PMID: 37093161 DOI: 10.1089/jayao.2022.0186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2023] Open
Abstract
Adolescent young adult (AYA) cancer survivors continue to have substantive unmet needs. Literature and insights from a task force of survivors, caregivers, and survivor advocates convened by Servier Pharmaceuticals indicate desires for peer created and provided support. This secondary data analysis of information from the task force identified unmet needs in five domains and solutions explored for four prioritized needs. Ultimately, four actionable solution concepts were selected by the task force for further development. Through their work, many key insights about including survivors in creating solutions and the many approaches for best serving AYAs with cancer were revealed.
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Affiliation(s)
- Tara Brown
- Servier Pharmaceuticals, Boston, Massachusetts, USA
| | | | | | - Wendy Poage
- Servier Pharmaceuticals, Boston, Massachusetts, USA
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Stein AM, Paulson AE, Kendal JK, Bernthal NM, Wessel LE. Thematic analysis of online discussion forums for soft tissue sarcomas. Cancer Treat Res Commun 2023; 37:100773. [PMID: 37951189 DOI: 10.1016/j.ctarc.2023.100773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/29/2023] [Accepted: 10/30/2023] [Indexed: 11/13/2023]
Abstract
BACKGROUND AND OBJECTIVES As there is an increasing reliance on the internet for medical information, patients diagnosed with rare diseases have turned to online community forums to share information about their diagnoses. These forums help patients to gather and share information about their experience with disease. Additionally, these platforms enable patients to build unique connections based on their shared experiences. The objective of this study was to review shared posts in online community forums by individuals with soft tissue sarcomas to better understand commonly discussed themes. This information may improve the physicians' understanding of patients' concerns and feelings at the time of diagnosis and treatment. METHODS We entered "sarcoma discussion forum" in search engines to identify internet discussion boards. Four major discussion forums were analyzed, and posts written between January 1, 2017 through May 1, 2022 addressing soft tissue sarcomas present in the upper and lower extremities were collected. Each post was analyzed by the two investigators in three steps (open coding, axial coding, and selective coding). RESULTS A total of 506 posts were included in the final analysis. We used twenty-seven axial codes and four selective codes. Emotional Aspects/Connecting with Others was the most common theme (77 % of posts) followed by Information Support: Treatment (38 % of posts), Information Support: Diagnosis (24 % of posts) and Information Support: Recovery (21 % of posts). CONCLUSIONS The most prevalent theme was centered on emotional aspects of these patients' journeys, highlighting the importance of providing resources to address emotional support for patients with soft tissue sarcoma and their families. LEVEL IV Qualitative research study.
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Affiliation(s)
- Alexandra M Stein
- Hôpital Saint-Antoine, Service de Chirurgie Orthopédique, 184 rue du Faubourg Saint-Antoine, 75012, Paris, France
| | - Ambika E Paulson
- School of Medicine, Georgetown University, 3900 Reservoir Rd NW, Washington D.C., USA
| | - Joseph K Kendal
- Department of Orthopedic Surgery, University of California Los Angeles, 1225 15th St Suite 2100, Santa Monica, CA, USA
| | - Nicholas M Bernthal
- Department of Orthopedic Surgery, University of California Los Angeles, 1225 15th St Suite 2100, Santa Monica, CA, USA
| | - Lauren E Wessel
- Department of Orthopedic Surgery, University of California Los Angeles, 1225 15th St Suite 2100, Santa Monica, CA, USA.
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Paulson AE, Stein A, Kendal JK, Bernthal NM, Wessel LE. Most Patients With Bone Sarcomas Seek Emotional Support and Information About Other Patients' Experiences: A Thematic Analysis. Clin Orthop Relat Res 2023; 482:00003086-990000000-01260. [PMID: 37432118 PMCID: PMC10723872 DOI: 10.1097/corr.0000000000002761] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 06/06/2023] [Indexed: 07/12/2023]
Abstract
BACKGROUND Online discussion forums allow individuals who otherwise may be strangers to create a community where they can seek and share information. Patients with bone sarcomas and their support networks use discussion forums dedicated to cancer support. There is a paucity of published reports regarding the care experience of patients with bone sarcomas because studies on online discussion groups have primarily focused on some of the more common cancers, including breast and prostate cancer. Understanding commonly discussed themes among patients with bone sarcomas would allow treating physicians to have a better understanding of patient concerns when providing patient education and counseling. QUESTION/PURPOSE We performed this study to review posts from bone sarcoma internet discussion boards to establish common themes related to the care experience of patients with sarcomas. METHODS Online discussion forums were identified using the search term "sarcoma discussion forum." After identifying 12 websites, we excluded closed forum groups, websites with missing or invalid links to forums, and nonpublic forums, such as groups on Facebook. These websites include profiles and photos that are personal, and sufficient author anonymity could not be achieved for this study. Posts written between January 1, 2012, and May 1, 2022, posted on five discussion boards were reviewed and collected until we reached a point of data saturation in which we agreed that the collection of additional posts would not reveal new themes. Discussion threads were filtered to identify posts pertaining to the most common bone sarcomas: chondrosarcoma, Ewing sarcoma, and osteosarcoma. Grounded theory-the methodology of repeated analyses of qualitative data to identify recurring themes or concepts-was used to analyze posts. Caregiver posts were delineated from patient posts and categorized separately for subgroup analysis. Grounded theory, although a qualitative method, endeavors to integrate the strengths inherent in quantitative methods with qualitative approaches. Grounded theory categorizes words, language, and the meanings these imply and seeks to organize and reduce the data gathered into themes or essences, which, in turn, can be fed into descriptions, models, or theories. Our analysis used three reviews of text to assign and group codes based on repeating ideas or concepts. The first review (open coding) aims to assign codes based on the verbatim text included by the author to capture the specific thoughts and ideas of the post. The second review (axial coding) aims to consolidate the ideas of posts by applying broader concepts to each post. The third and final review (selective coding) aims to further consolidate the themes of each post by trying to embody the main message contained in a post. A total of 570 posts from 139 threads were collected and analyzed using grounded theory. Twenty-five axial codes and four selective codes were created. We defined data saturation by the absence of a new open code in the analysis of a block of 50 posts to ensure that signals of saturation were not accepted too early in the analysis. RESULTS The four selective codes included emotional aspects or connecting with others, information support: diagnosis, information support: treatment, and information support: recovery. Of these four codes, emotional aspects and connecting with others was the most prevalent theme (78% [445 of 570] of posts) followed by information support: treatment (49% [282 of 570] of posts). Information support: diagnosis and information support: recovery were each captured in 15% of posts. CONCLUSION Analysis of posts reveals that the two most common themes involve seeking out emotional support and information about the experiences of others with various treatment modalities. Although most of the posts we assessed contained experiential information and emotional support rather than directed medical advice, future studies should assess the accuracy of information shared among online sarcoma forums. CLINICAL RELEVANCE Physicians caring for patients with sarcomas should not only address patient concerns related to medical care, but also provide emotional support directly and assist patients by providing resources to peer support outlets, including online discussion forums. Although we cannot ascertain the proportion of patients who use online sites given the anonymity of posts included, these findings suggest common experiential themes across patients with sarcomas outside their doctors' offices. It is important that providers be aware of reputable forums to provide as resources for their patients. The Musculoskeletal Tumor Society may further benefit from endorsing one or more of these forums and providing physician oversight to monitor misinformation.
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Affiliation(s)
| | | | - Joseph K. Kendal
- Department of Orthopaedic Surgery, University of California Los Angeles, Santa Monica, CA, USA
| | - Nicholas M. Bernthal
- Department of Orthopaedic Surgery, University of California Los Angeles, Santa Monica, CA, USA
| | - Lauren E. Wessel
- Department of Orthopaedic Surgery, University of California Los Angeles, Santa Monica, CA, USA
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Bennett CR, Raybin JL, Glinzak L, Coats H, Gauthier K, Sousa K, Hendricks-Ferguson VL. Art Unfolds Words: Expressing Hope Through Creative Art Among Adolescents and Young Adults Who Have Advanced Cancer. JOURNAL OF PEDIATRIC HEMATOLOGY/ONCOLOGY NURSING 2023; 40:245-258. [PMID: 37063060 DOI: 10.1177/27527530221140073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Hope's role in the care of adolescents and young adults (AYAs) who have advanced cancer (AC) is not well understood. This study aimed to conceptualize the essence of hope among AYAs who have AC based on their lived experiences and illustrate hope through verbal and artistic depictions of the AYA's lived experiences. Fifteen AYAs, aged 12 to 21 years, diagnosed with AC completed two semistructured interviews to share their lived experiences of hope perspectives in the form of a descriptive narrative and a creative-art outcome. Participants who chose to draw pictures narrated the conceptual meanings based on elements of each picture. A board-certified art therapist performed a post hoc analysis of the drawings and participants' verbatim descriptions of their meanings. Five of the 15 AYA participants created drawings depicting their lived experiences of hope. The artistic process of mapping their cancer journey revealed distinct views of hope through nature landscapes and metaphors. Participants provided titles for their drawings such as "Over the Rainbow," "Growth in the Valley," and "The Light at the End of the Tunnel." The pictures embodied the AYAs' thoughts, perceptions, and lived experiences related to hope and its role during their cancer journey. Drawing is one simple art form that can facilitate an AYA's expression of well-being (including hope) beyond what may be verbally articulated. Creative art should be further researched as a screening tool to assess how AYAs with AC cope with an uncertain future and psychological and/or existential distress symptoms.
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Affiliation(s)
| | - Jennifer L Raybin
- University of Colorado School of Medicine, Children's Hospital Colorado, Aurora, CO, USA
| | - Leara Glinzak
- Palliative Care Consult Service, UCHealth University of Colorado Hospital, Aurora, CO, USA
| | - Heather Coats
- College of Nursing, University of Colorado, Aurora, CO, USA
| | | | - Karen Sousa
- College of Nursing, University of Colorado, Aurora, CO, USA
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Adams EJ, Tallman D, Haynam ML, Nekhlyudov L, Lustberg MB. Psychosocial Needs of Gynecological Cancer Survivors: Mixed Methods Study. J Med Internet Res 2022; 24:e37757. [PMID: 36125848 PMCID: PMC9533206 DOI: 10.2196/37757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 07/17/2022] [Accepted: 08/11/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Internet and social media platforms offer insights into the lived experiences of survivors of cancer and their caregivers; however, the volume of narrative data available is often cumbersome for thorough analysis. Survivors of gynecological cancer have unique needs, such as those related to a genetic predisposition to future cancers, impact of cancer on sexual health, the advanced stage at which many are diagnosed, and the influx of new therapeutic approaches. OBJECTIVE This study aimed to present a unique methodology to leverage large amounts of data from internet-based platforms for mixed methods analysis. We analyzed discussion board posts made by survivors of gynecological cancer on the American Cancer Society website with a particular interest in evaluating the psychosocial aspects of survivorship. METHODS All posts from the ovarian, uterine, and gynecological cancers (other than ovarian and uterine) discussion boards on the American Cancer Society Cancer Survivors Network were included. Posts were web scraped using Python and organized by psychosocial themes described in the Quality of Cancer Survivorship Care Framework. Keywords related to each theme were generated and verified. Keywords identified posts related to the predetermined psychosocial themes. Quantitative analysis was completed using Python and R Foundation for Statistical Computing packages. Qualitative analysis was completed on a subset of posts as a proof of concept. Themes discovered through latent Dirichlet allocation (LDA), an unsupervised topic modeling technique, were assessed and compared with the predetermined themes of interest. RESULTS A total of 125,498 posts made by 6436 survivors of gynecological cancer and caregivers between July 2000 and February 2020 were evaluated. Of the 125,489 posts, 23,458 (18.69%) were related to the psychosocial experience of cancer and were included in the mixed methods psychosocial analysis. Quantitative analysis (23,458 posts) revealed that survivors across all gynecological cancer discussion boards most frequently discussed the role of friends and family in care, as well as fatigue, the effect of cancer on interpersonal relationships, and health insurance status. Words related to psychosocial aspects of survivorship most often used in posts included "family," "hope," and "help." Qualitative analysis (20 of the 23,458 posts) similarly demonstrated that survivors frequently discussed coping strategies, distress and worry, the role of family and caregivers in their cancer care, and the toll of managing financial and insurance concerns. Using LDA, we discovered 8 themes, none of which were directly related to psychosocial aspects of survivorship. Of the 56 keywords identified by LDA, 2 (4%), "sleep" and "work," were included in the keyword list that we independently devised. CONCLUSIONS Web-based discussion platforms offer a great opportunity to learn about patient experiences of survivorship. Our novel methodology expedites the quantitative and qualitative analyses of such robust data, which may be used for additional patient populations.
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Affiliation(s)
- Elizabeth J Adams
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - David Tallman
- Wexner Medical Center, The Ohio State University, Columbus, OH, United States
| | - Marcy L Haynam
- Wexner Medical Center, The Ohio State University, Columbus, OH, United States
| | - Larissa Nekhlyudov
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Maryam B Lustberg
- Yale Cancer Center, School of Medicine, Yale University, New Haven, CT, United States
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Analysis of patient experiences with gestational trophoblastic neoplasia reported on Instagram social media. Gynecol Oncol 2022; 165:603-609. [DOI: 10.1016/j.ygyno.2022.03.029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 03/29/2022] [Accepted: 03/31/2022] [Indexed: 12/16/2022]
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