Background: In 2022, it was estimated that more than 80,000 new cases of bladder cancer (BC) were diagnosed in the United States, 12% of which were locally advanced or metastatic BC (advanced BC). These forms of cancer are aggressive and have a poor prognosis, with a 5-year survival rate of 7.7% for metastatic BC. Despite recent therapeutic advances for advanced BC, little is known about patient and caregiver perceptions of different systemic treatments. To further explore this topic, social media can be used to collect the perceptions of patients and caregivers when they discuss their experiences on forums and online communities.Objective: The aim of this study was to assess patient and caregiver perceptions of chemotherapy and immunotherapy for treating advanced BC from social media-posted data.Methods: Public posts on social media in the United States between January 2015 and April 2021 from patients with advanced BC and their caregivers were collected. The posts included in this analysis were geolocalized to the United States; collected from publicly available domains and sites, including social media sites such as Twitter and forums such as patient association forums; and were written in English. Posts mentioning any line of chemotherapy or immunotherapy were qualitatively analyzed by two researchers to classify perceptions of treatments (positive, negative, mixed, or without perception).Results: A total of 80 posts by 69 patients and 142 posts by 127 caregivers mentioning chemotherapy, and 42 posts by 31 patients and 35 posts by 32 caregivers mentioning immunotherapy were included for analysis. These posts were retrieved from 39 public social media sites. Among patients with advanced BC and their caregivers, treatment perceptions of chemotherapy were more negative (36%) than positive (7%). Most of the patients' posts (71%) mentioned chemotherapy factually without expressing a perception of the treatment. The caregivers' perceptions of treatment were negative in 44%, mixed in 8%, and positive in 7% of posts. In combined patient and caregiver posts, immunotherapy was perceived positively in 47% of posts and negatively in 22% of posts. Caregivers also posted more negative perceptions (37%) of immunotherapy than patients (9%). Negative perceptions of both chemotherapy and immunotherapy were mainly due to side effects and perceived lack of effectiveness.Conclusions: Despite chemotherapy being standard first-line therapy for advanced BC, negative perceptions were identified on social media, particularly among caregivers. Addressing these negative perceptions of treatment may improve treatment adoption. Strengthening support for patients receiving chemotherapy and their caregivers to help them manage side effects and understand the role of chemotherapy in the treatment of advanced BC would potentially enable a more positive experience.
机构:
Leiden Univ, Dept Surg, Med Ctr, Leiden, NetherlandsLeiden Univ, Dept Med Oncol, Med Ctr, POB 9600, NL-2300 RC Leiden, Netherlands
Liefers, Gerrit-Jan
Portielje, Johanneke
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Leiden Univ, Dept Med Oncol, Med Ctr, POB 9600, NL-2300 RC Leiden, NetherlandsLeiden Univ, Dept Med Oncol, Med Ctr, POB 9600, NL-2300 RC Leiden, Netherlands
机构:
Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Daughton, Ashlynn R.
Shelley, Courtney D.
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Shelley, Courtney D.
Barnard, Martha
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Barnard, Martha
Gerts, Dax
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h-index: 0
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Gerts, Dax
Ross, Chrysm Watson
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机构:
Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Univ New Mexico, Comp Sci, Albuquerque, NM 87131 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Ross, Chrysm Watson
Crooker, Isabel
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Crooker, Isabel
Nadiga, Gopal
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h-index: 0
机构:
Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Nadiga, Gopal
Mukundan, Nilesh
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h-index: 0
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Mukundan, Nilesh
Chavez, Nidia Yadira Vaquera
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h-index: 0
机构:
Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Univ New Mexico, Comp Sci, Albuquerque, NM 87131 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Chavez, Nidia Yadira Vaquera
Parikh, Nidhi
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h-index: 0
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Parikh, Nidhi
Pitts, Travis
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h-index: 0
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
Pitts, Travis
Fairchild, Geoffrey
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h-index: 0
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Los Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USALos Alamos Natl Lab, Analyt Intelligence & Technol, POB 1663, Los Alamos, NM 87545 USA
机构:
Tianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Xu, Chenjie
Yang, Hongxi
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机构:
Tianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Yale Univ, Sch Publ Hlth, New Haven, CT USATianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Yang, Hongxi
Sun, Li
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机构:
Tianjin Med Univ, Sch Nursing, Tianjin, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Sun, Li
Cao, Xinxi
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机构:
Tianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Cao, Xinxi
Hou, Yabing
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Tianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Hou, Yabing
Cai, Qiliang
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机构:
Tianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Tianjin Med Univ, Hosp 2, Tianjin, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Cai, Qiliang
Jia, Peng
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机构:
Hong Kong Polytech Univ, Dept Land Surveying & Geoinformat, Hong Kong, Peoples R China
Int Initiat Spatial Lifecourse Epidemiol, Hong Kong, Peoples R China
Univ Twente, Fac Geoinformat Sci & Earth Observat, Enschede, NetherlandsTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
Jia, Peng
Wang, Yaogang
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Tianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
机构:
Seattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USASeattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USA
Rowe, C. K.
Shnorhavorian, M.
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Seattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USASeattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USA
Shnorhavorian, M.
Block, P.
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Seattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USASeattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USA
Block, P.
Ahn, J.
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机构:
Seattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USASeattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USA
Ahn, J.
Merguerian, P. A.
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机构:
Seattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USASeattle Childrens Hosp, Div Pediat Urol, 4800 Sand Point Way NE, Seattle, WA 98105 USA
机构:
Kap Code, Paris, FranceKap Code, Paris, France
Schuck, Stephane
Foulquie, Pierre
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机构:
Kap Code, Paris, FranceKap Code, Paris, France
Foulquie, Pierre
Mebarki, Adel
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h-index: 0
机构:
Kap Code, Paris, FranceKap Code, Paris, France
Mebarki, Adel
Faviez, Carole
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h-index: 0
机构:
Univ Paris, Sorbonne Univ, Ctr Rech Cordeliers, INSERM, 15 Rue Ecole Med, F-75006 Paris, FranceKap Code, Paris, France
Faviez, Carole
Khadhar, Mickail
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h-index: 0
机构:
Kap Code, Paris, FranceKap Code, Paris, France
Khadhar, Mickail
Texier, Nathalie
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h-index: 0
机构:
Kap Code, Paris, FranceKap Code, Paris, France
Texier, Nathalie
Katsahian, Sandrine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris, Sorbonne Univ, Ctr Rech Cordeliers, INSERM, 15 Rue Ecole Med, F-75006 Paris, France
Hop Europeen Georges Pompidou, AP HP, Unite Epidemiol & Rech Clin, Paris, FranceKap Code, Paris, France
Katsahian, Sandrine
Burgun, Anita
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h-index: 0
机构:
Univ Paris, Sorbonne Univ, Ctr Rech Cordeliers, INSERM, 15 Rue Ecole Med, F-75006 Paris, France
Hop Europeen Georges Pompidou, AP HP, Dept Informat Med, Paris, France
Hop Necker Enfants Malad, AP HP, Dept Informat Med, Paris, France
Paris Artificial Intelligence Res Inst, Paris, FranceKap Code, Paris, France
Burgun, Anita
Chen, Xiaoyi
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h-index: 0
机构:
Univ Paris, Sorbonne Univ, Ctr Rech Cordeliers, INSERM, 15 Rue Ecole Med, F-75006 Paris, FranceKap Code, Paris, France
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USA
Patell, Rushad
Einstein, David
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Oncol, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USA
Einstein, David
Miller, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Internal Med, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USA
Miller, Eric
Dodge, Laura
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Obstet & Gynecol, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USA
Dodge, Laura
Halleck, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Oncol, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USA
Halleck, Jennifer
Buss, Mary
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Beth Israel Deaconess Med Ctr, Div Gen Med & Primary Care, Div Hematol Oncol,Sect Palliat Care, Boston, MA USAHarvard Med Sch, Beth Israel Deaconess Med Ctr, Div Hematol, Boston, MA USA
机构:
Chinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China
Lam, Chun Sing
Zhou, Keary
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China
Zhou, Keary
Loong, Herbert Ho-Fung
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Fac Med, Dept Clin Oncol, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China
Loong, Herbert Ho-Fung
Chung, Vincent Chi-Ho
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Chinese Med, Fac Med, Hong Kong, Peoples R China
Chinese Univ Hong Kong, Jockey Club Sch Publ Hlth & Primary Care, Fac Med, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China
Chung, Vincent Chi-Ho
Ngan, Chun-Kit
论文数: 0引用数: 0
h-index: 0
机构:
Worcester Polytech Inst, Data Sci Program, Worcester, MA USAChinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China
Ngan, Chun-Kit
Cheung, Yin Ting
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China
Chinese Univ Hong Kong, Sch Pharm, Fac Med, Shatin, 8th Floor,Lo Kwee Seong Integrated Biomed Sci Bldg, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Sch Pharm, Fac Med, Hong Kong, Peoples R China