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1.
Gynecol Oncol ; 186: 199-203, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38833852

RESUMO

BACKGROUND: Patients may use crowdfunding to solicit donations, typically from multiple small donors using internet-based means, to offset the financial toxicity of cancer care. OBJECTIVE: To describe crowdfunding campaigns by gynecologic cancer patients and to compare campaign characteristics and needs expressed between patients with cervical, uterine, and ovarian cancer. STUDY DESIGN: We queried the public crowdfunding forum GoFundMe.com for "cervical cancer," "uterine cancer," and "ovarian cancer." The first 200 consecutive posts for each cancer type fundraising within the United States were analyzed. Data on campaign goals and needs expressed were manually extracted. Descriptive statistics and bivariate analyses were performed. RESULTS: Among the 600 fundraising pages, the median campaign goal was $10,000 [IQR $5000-$23,000]. Campaigns raised a median of 28.6% of their goal with only 8.7% of campaigns reaching their goal after a median of 54 days online. On average, ovarian cancer campaigns had higher monetary goals, more donors, and larger donation amounts than cervical cancer campaigns and raised more money than both cervical and uterine cancer campaigns. Campaigns were fundraising to support medical costs (80-85%) followed by lost wages (36-56%) or living expenses (27-41%). Cervical cancer campaigns reported need for non-medical costs more frequently than uterine or ovarian cancer campaigns. States without Medicaid expansions (31% of the national population) were over-represented among cervical cancer and uterine cancer, but not ovarian cancer campaigns. CONCLUSIONS: Crowdfunding pages reveal patients fundraising for out-of-pocket costs in the thousands of dollars and a wide range of unmet financial needs based on cancer type.


Assuntos
Obtenção de Fundos , Neoplasias dos Genitais Femininos , Humanos , Feminino , Obtenção de Fundos/economia , Neoplasias dos Genitais Femininos/economia , Neoplasias dos Genitais Femininos/terapia , Estados Unidos , Crowdsourcing/economia , Neoplasias do Colo do Útero/economia , Neoplasias do Colo do Útero/terapia , Neoplasias Ovarianas/economia , Neoplasias Ovarianas/terapia
3.
Med Anthropol Q ; 2024 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-38847424

RESUMO

Cancer patients and survivors in the United States are increasingly likely to use online crowdfunding as a means of offsetting the expenses associated with their medical care. This practice of making an online appeal for support to a broad public audience constitutes an inadvertent form of informal emotional labor for its practitioners-labor in which striking the right affective notes in one's appeal is believed to be critical to fundraising outcomes. Drawing on ethnographic interviews, we suggest that crowdfunding produces an array of complex, often contradictory sentiments and narrative incentives for cancer patients and survivors-ultimately transforming the experience of serious illness.

4.
J Card Fail ; 30(5): 722-727, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38584015

RESUMO

Financial considerations continue to impact access to heart transplantation. Transplant recipients face various costs, including, but not limited to, the index hospitalization, immunosuppressive medications, and lodging and travel to appointments. In this study, we sought to describe the state of crowdfunding for individuals being evaluated for heart transplantation. Using the search term heart transplant, 1000 GoFundMe campaigns were reviewed. After exclusions, 634 (63.4%) campaigns were included. Most campaigns were in support of white individuals (57.8%), males (63.1%) and adults (76.7%). Approximately 15% of campaigns had not raised any funds. The remaining campaigns fundraised a median of $53.24 dollars per day. Of the patients, 44% were admitted at the time of the fundraising. Within the campaigns in the United States, the greatest proportions were in the Southeast United States in non-Medicaid expansion states. These findings highlight the significant financial toxicities associated with heart transplantation and the need for advocacy at the governmental and payer levels to improve equitable access and coverage for all.


Assuntos
Obtenção de Fundos , Transplante de Coração , Humanos , Transplante de Coração/economia , Estados Unidos , Masculino , Feminino , Crowdsourcing/economia , Crowdsourcing/métodos , Adulto , Acessibilidade aos Serviços de Saúde/economia , Pessoa de Meia-Idade
5.
Cancer Med ; 13(3): e6926, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38275010

RESUMO

BACKGROUND: Emerging literature suggests that LGBTQ+ cancer survivors are more likely to experience financial burden than non-LGBTQ+ survivors. However, LGBTQ+ cancer survivors experience with cost-coping behaviors such as crowdfunding is understudied. METHODS: We aimed to assess LGBTQ+ inequity in cancer crowdfunding by combining community-engaged and technology-based methods. Crowdfunding campaigns were web-scraped from GoFundMe and classified as cancer-related and LGBTQ+ or non-LGBTQ+ using term dictionaries. Bivariate analyses and generalized linear models were used to assess differential effects in total goal amount raised by LGBTQ+ status. Stratified models were run by online reach and LGBTQ+ inclusivity of state policy. RESULTS: A total of N = 188,342 active cancer-related crowdfunding campaigns were web-scraped from GoFundMe in November 2022, of which N = 535 were LGBTQ+ and ranged from 2014 to 2022. In multivariable models of recent campaigns (2019-2022), LGBTQ+ campaigns raised $1608 (95% CI: -2139, -1077) less than non-LGBTQ+ campaigns. LGBTQ+ campaigns with low (26-45 donors), moderate (46-87 donors), and high (88-240 donors) online reach raised on average $1152 (95% CI: -$1589, -$716), $1050 (95% CI: -$1737, -$364), and $2655 (95% CI: -$4312, -$998) less than non-LGBTQ+ campaigns respectively. When stratified by LGBTQ+ inclusivity of state level policy states with anti-LGBTQ+ policy/lacking equitable policy raised on average $1910 (95% CI: -2640, -1182) less than non-LGBTQ+ campaigns from the same states. CONCLUSIONS AND RELEVANCE: Our findings revealed LGBTQ+ inequity in cancer-related crowdfunding, suggesting that LGBTQ+ cancer survivors may be less able to address financial burden via crowdfunding in comparison to non-LGBTQ+ cancer survivors-potentially widening existing economic inequities.


Assuntos
Crowdsourcing , Obtenção de Fundos , Neoplasias , Minorias Sexuais e de Gênero , Humanos , Obtenção de Fundos/métodos , Crowdsourcing/métodos , Financiamento da Assistência à Saúde , Neoplasias/epidemiologia , Neoplasias/terapia
6.
J Med Internet Res ; 25: e44530, 2023 12 04.
Artigo em Inglês | MEDLINE | ID: mdl-38048149

RESUMO

BACKGROUND: Persons diagnosed with serious chronic illnesses and their caretakers experience multiple types of financial costs that strain their income and generate financial distress. Many turn to medical crowdfunding (MCF) to mitigate the harms of these costs on their health and quality of life. OBJECTIVE: This scoping review aims to summarize the research on MCF for persons diagnosed with serious chronic illness regarding study designs and methods; the responsible conduct of research practices; and study foci as they relate to stress, stress appraisals, and the coping processes. METHODS: This review was conducted in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) and PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. Eligible studies were conducted in countries designated as high income by the World Bank and focused on beneficiaries diagnosed with serious chronic illness. The findings of the included studies were summarized as they related to the key concepts in a conceptual framework derived from an established stress, appraisal, and coping framework and a conceptual model of financial toxicity in pediatric oncology. RESULTS: Overall, 26 studies were eligible for inclusion in the review. The main findings included a lack of integration of qualitative and quantitative approaches and the inconsistent reporting of the responsible conduct of research practices. The included studies focused on financial stressors that contributed to financial burden, such as out-of-pocket payments of medical bills, basic living expenses, medical travel expenses, and lost income owing to illness-related work disruptions. Few studies addressed stress appraisals as threatening or the adequacy of available financial resources. When mentioned, appraisals related to the global financial struggle during the COVID-19 pandemic or the capacity of social network members to donate funds. The consequences of MCF included the receipt of 3 forms of social support (tangible, informational, and emotional), privacy loss, embarrassment, and the propagation of scientifically unsupported information. Studies found that friends and family tended to manage MCF campaigns. Although most of the studies (21/26, 81%) focused on monetary outcomes, a few (5/26, 19%) concentrated on peoples' experiences with MCF. CONCLUSIONS: The identified methodological gaps highlight the need for more robust and reproducible approaches to using the copious data available on public MCF platforms. The integration of quantitative and qualitative methods will allow for nuanced explorations of the MCF experience. A more consistent elaboration of strategies to promote the responsible conduct of research is warranted to minimize risk to populations that are vulnerable and express concerns regarding the loss of privacy. Finally, an examination of the unanticipated consequences of MCF is critical for the development of future interventions to optimize existing supports while providing needed supports, financial and nonfinancial, that are lacking.


Assuntos
Turismo Médico , Criança , Humanos , Pandemias , Qualidade de Vida , Gastos em Saúde , Doença Crônica
7.
J Med Internet Res ; 25: e51089, 2023 12 12.
Artigo em Inglês | MEDLINE | ID: mdl-38085562

RESUMO

BACKGROUND: In recent years, there has been growing concern about prejudice in crowdfunding; however, empirical research remains limited, particularly in the context of medical crowdfunding. This study addresses the pressing issue of racial disparities in medical crowdfunding, with a specific focus on cancer crowdfunding on the GoFundMe platform. OBJECTIVE: This study aims to investigate racial disparities in cancer crowdfunding using average donation amount, number of donations, and success of the fundraising campaign as outcomes. METHODS: Drawing from a substantial data set of 104,809 campaigns in the United States, we used DeepFace facial recognition technology to determine racial identities and used regression models to examine racial factors in crowdfunding performance. We also examined the moderating effect of the proportion of White residents on crowdfunding bias and used 2-tailed t tests to measure the influence of racial anonymity on crowdfunding success. Owing to the large sample size, we set the cutoff for significance at P<.001. RESULTS: In the regression and supplementary analyses, the racial identity of the fundraiser significantly predicted average donations (P<.001), indicating that implicit bias may play a role in donor behavior. Gender (P=.04) and campaign description length (P=.62) did not significantly predict the average donation amounts. The race of the fundraiser was not significantly associated with the number of donations (P=.42). The success rate of cancer crowdfunding campaigns, although generally low (11.77%), showed a significant association with the race of the fundraiser (P<.001). After controlling for the covariates of the fundraiser gender, fundraiser age, local White proportion, length of campaign description, and fundraising goal, the average donation amount to White individuals was 17.68% higher than for Black individuals. Moreover, campaigns that did not disclose racial information demonstrated a marginally higher average donation amount (3.92%) than those identified as persons of color. Furthermore, the racial composition of the fundraiser's county of residence was found to exert influence (P<.001); counties with a higher proportion of White residents exhibited reduced racial disparities in crowdfunding outcomes. CONCLUSIONS: This study contributes to a deeper understanding of racial disparities in cancer crowdfunding. It highlights the impact of racial identity, geographic context, and the potential for implicit bias in donor behavior. As web-based platforms evolve, addressing racial inequality and promoting fairness in health care financing remain critical goals. Insights from this research suggest strategies such as maintaining racial anonymity and ensuring that campaigns provide strong evidence of deservingness. Moreover, broader societal changes are necessary to eliminate the financial distress that drives individuals to seek crowdfunding support.


Assuntos
Crowdsourcing , Obtenção de Fundos , Neoplasias , Humanos , Estados Unidos , Financiamento da Assistência à Saúde
8.
JMIR Cancer ; 9: e51605, 2023 Oct 30.
Artigo em Inglês | MEDLINE | ID: mdl-37902829

RESUMO

BACKGROUND: Cancer survivors frequently experience cancer-related financial burdens. The extent to which Lesbian, Gay, Bisexual, Transgender, Queer, Plus (LGBTQ+) populations experience cancer-related cost-coping behaviors such as crowdfunding is largely unknown, owing to a lack of sexual orientation and gender identity data collection and social stigma. Web-scraping has previously been used to evaluate inequities in online crowdfunding, but these methods alone do not adequately engage populations facing inequities. OBJECTIVE: We describe the methodological process of integrating technology-based and community-engaged methods to explore the financial burden of cancer among LGBTQ+ individuals via online crowdfunding. METHODS: To center the LGBTQ+ community, we followed community engagement guidelines by forming a study advisory board (SAB) of LGBTQ+ cancer survivors, caregivers, and professionals who were involved in every step of the research. SAB member engagement was tracked through quarterly SAB meeting attendance and an engagement survey. We then used web-scraping methods to extract a data set of online crowdfunding campaigns. The study team followed an integrated technology-based and community-engaged process to develop and refine term dictionaries for analyses. Term dictionaries were developed and refined in order to identify crowdfunding campaigns that were cancer- and LGBTQ+-related. RESULTS: Advisory board engagement was high according to metrics of meeting attendance, meeting participation, and anonymous board feedback. In collaboration with the SAB, the term dictionaries were iteratively edited and refined. The LGBTQ+ term dictionary was developed by the study team, while the cancer term dictionary was refined from an existing dictionary. The advisory board and analytic team members manually coded against the term dictionary and performed quality checks until high confidence in correct classification was achieved using pairwise agreement. Through each phase of manual coding and quality checks, the advisory board identified more misclassified campaigns than the analytic team alone. When refining the LGBTQ+ term dictionary, the analytic team identified 11.8% misclassification while the SAB identified 20.7% misclassification. Once each term dictionary was finalized, the LGBTQ+ term dictionary resulted in a 95% pairwise agreement, while the cancer term dictionary resulted in an 89.2% pairwise agreement. CONCLUSIONS: The classification tools developed by integrating community-engaged and technology-based methods were more accurate because of the equity-based approach of centering LGBTQ+ voices and their lived experiences. This exemplar suggests integrating community-engaged and technology-based methods to study inequities is highly feasible and has applications beyond LGBTQ+ financial burden research.

9.
Public Health ; 223: 202-208, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37672833

RESUMO

OBJECTIVES: Online medical crowdfunding has gained popularity in recent years in China. The objective of this study was to identify unmet medical needs in the public healthcare system through analysis of Chinese medical crowdfunding data. STUDY DESIGN: Text information extraction and statistical analysis based on large-scale data. METHODS: From 19 June 2011 to 15 March 2020, data from 30,704 medical crowdfunding projects were collected from Tencent GongYi, which is one of the largest Chinese medical crowdfunding platforms. Text mining methods were used to extract data on the medical conditions and locations of the applicants of medical crowdfunding. In addition, 125 medical crowdfunding projects initiated by leukaemia patients in Chongqing and Nanyang were further investigated through manual data extraction, and the factors impacting the fundraising goals were explored using a generalised linear model. RESULTS: The most common conditions using medical crowdfunding to raise funds were as follows: cancer (31.87%), chronic conditions (18.14%), accidental injury (7.80%) and blood system-related conditions (7.75%). Treatments for cancer and blood system-related conditions are expensive and have serious long-term impacts on the lives of patients. Results showed that the cities of Nanyang and Chongqing had the largest number of crowdfunding projects. CONCLUSIONS: This study found that the medical conditions that prompted individuals to apply for crowdfunding were those with long treatment cycles, complexities and expensive medical or non-medical costs. Furthermore, discrepancies in health insurance policies between different regions and residents seeking treatments outside their insurance locations were also important factors that triggered medical crowdfunding applications. Adjusting health insurance policies accordingly may improve the efficiency of utilising health insurance resources and reduce the financial burden on patients.


Assuntos
Obtenção de Fundos , Seguro Saúde , Humanos , China , Cidades
10.
J Surg Res ; 291: 640-645, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37542779

RESUMO

INTRODUCTION: Treatment for pediatric solid tumors is often intense and multidisciplinary and can create a substantial financial burden for families. Assessing these burdens, termed the financial toxicity of treatment, can be difficult. Using Wilms tumor as an example, we evaluated crowdfunding campaigns in an attempt to better understand the impact of economic and logistic challenges associated with pediatric solid tumor care and identify features associated with successful fundraising with this method. METHODS: We used a webscraping algorithm to identify crowdfunding campaigns on GoFundMe.com for pediatric patients with Wilms tumor in the United States. We conducted a cross-sectional analysis to describe the patients and families seeking crowdfunding support for cancer care. After fundraizing information was extracted using the webscraping algorithm, each fundraiser was verified and examined by two independent reviewers to assess demographic, qualitative, disease, and treatment variables. Successful fundraisers, defined as those meeting stated financial goals, were compared to unsuccessful campaigns to identify variables associated with successful crowdfunding campaigns. RESULTS: We identified 603 children with Wilms tumor and an associated crowdfunding campaign. The median age was 4 y. The majority lived in two-parent households (68.5%). Patients mentioned siblings in 35.5% of fundraisers. While motivations for crowdfunding varied, hardships endured by families included loss of employment (52.2%), need for childcare for other children (9.8%), direct costs of care [co-payments, insurance, pharmaceuticals, out-of-pocket care costs, etc.] (80.9%), indirect costs associated with seeking care [transportation, parking, lodging, lost opportunity cost, etc.] (56.2%), and need for relocation to pursue complex cancer care (6.8%). Disease characteristics in this cohort were limited to self-reports by families. However, fundraisers mentioned disease characteristics, including tumor stage (47.6%), size (11.4%), positive nodal status (9.6%), metastatic disease (3.6%), pathology (11.8%), upstaging (4.6%), and disease recurrence (8.6%). No individually examined demographic, support, disease, or hardship-related factors varied significantly between successful and unsuccessful crowdfunding campaigns (all P > 0.05). However, successful campaigns requested less money ($11,783.25 successful versus $22,442.2 unsuccessful, <0.001), received more money ($16,409.5 successful vs 7427.4 unsuccessful, P < 0.001), and solicited larger donor numbers (170.3 successful versus 86.3 unsuccessful, P < 0.001). CONCLUSIONS: Families whose children undergo multimodal cancer care have significant expenses and burdens and can use crowdfunding to support their costs. Careful consideration of the financial and logistic strains associated with pediatric solid tumor treatment, including thorough analysis of crowdfunding sites, may support better understanding of nonclinical burdens, supporting therapeutic relationships and patient outcomes.


Assuntos
Crowdsourcing , Neoplasias Renais , Tumor de Wilms , Humanos , Criança , Estados Unidos , Pré-Escolar , Estresse Financeiro , Estudos Transversais , Recidiva Local de Neoplasia , Tumor de Wilms/terapia , Neoplasias Renais/terapia
11.
Soc Sci Med ; 333: 116090, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37562245

RESUMO

As a response to the shortcomings of the U.S. healthcare system, Americans are increasingly turning to crowdfunding platforms to bankroll their health-related costs. However, although medical crowdfunding has rapidly become institutionalized as part of the U.S. healthcare financing landscape, empirical evidence on how Americans perceive its role in healthcare and the impact it might have on public attitudes is scarce. To shed more light on the above, we analyze data from one correlational and one experimental study conducted over September-November 2021. Our correlational study reveals that political orientation is associated with Americans' views on medical crowdfunding. Specifically, we find that those who self-identified as conservative perceived medical crowdfunding as a valid part of the system, and more positively than a universal healthcare system. In contrast, medical crowdfunding is perceived less positively, as hindering a system of universal and affordable healthcare by those more liberally-oriented. In our experimental study, we explore how medical crowdfunding narratives can induce social attitudes conducive to change. Specifically, we test the effect of politicized narratives (vs. control) on group efficacy and subsequently on collective action intentions for healthcare reform, as a function of political orientation. Our results show that politicized narratives might induce collective action intentions through higher group efficacy, but only among those who self-identified as conservative. Liberally-oriented individuals held high collective action intentions for healthcare reform and were not affected by the manipulation. Our work is the first to establish empirically that medical crowdfunding, when employing politicized narratives, can induce collective action intentions, but this effect is moderated by political ideology.


Assuntos
Crowdsourcing , Obtenção de Fundos , Humanos , Reforma dos Serviços de Saúde , Intenção , Crowdsourcing/métodos , Obtenção de Fundos/métodos , Atenção à Saúde , Financiamento da Assistência à Saúde
12.
Environ Sci Pollut Res Int ; 30(44): 99992-100005, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37624492

RESUMO

Sustainable crowdfunding has emerged as a significant factor in the quest for alternative funding streams in recent times. The process has entailed the removal of financial obstacles and intermediaries, facilitating proximity between entrepreneurs' initiatives and fund providers, thereby initiating modifications in conventional investment and profitability criteria. The correlation between corporate social responsibility (CSR) and sustainable business returns is a significant metric that may enhance funding costs. CSR initiatives and crowdfunding possess the potential for mutually beneficial outcomes in terms of fundraising. However, fundraisers encounter obstacles and competition in their efforts to attain their donation objectives. As an illustration, CSR endeavors may provide a chance to raise capital via crowdfunding. Conversely, crowdfunding has the potential to serve as a means of micro-funding various social initiatives that align with a corporation's corporate social responsibility objectives. The present research investigates the correlation between efficacious donation fundraising campaigns in the context of crowdfunding endeavors that hold the possibility of transforming into corporate social responsibility initiatives. The present study investigates the correlation between the initial amount of funds raised on the first day of a fundraising campaign and the target amount of funds sought by the fundraiser, as well as the type of activities involved. The present study utilizes data derived from crowdfunding endeavors in Southeast Asian nations to scrutinize the funds amassed through donations by juxtaposing trends, cultures, and characteristics of fundraisers employing donation-based crowdfunding. The present investigation employs data collected between the period spanning from the beginning of September 2021 to the end of September 2021 in the economies of Southeast Asia, including Singapore, Indonesia, Malaysia, Thailand, and the Philippines. The present investigation utilizes the partial least squares structural equation modeling (PLS-SEM) approach for the estimation of the variables. The findings of the hypothesis indicate that there exists a positive correlation between crowdfunding, environmental nonprofit organizations, organizational profitability, and CSR.


Assuntos
Obtenção de Fundos , Investimentos em Saúde , Responsabilidade Social , Organizações sem Fins Lucrativos , Filipinas
13.
Heliyon ; 9(8): e18235, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37520966

RESUMO

This study aims to identify the effect of project-related and investor-related variables on Indonesian investors' intention to switch their investments from bank time deposits or company's stocks/bonds to equity crowdfunding. Project-related variables are business viability and financial return, while investor-related variables are trust, project attachment, liking, and investors' age. In recent years, research on the success factors of an equity crowdfunding campaign has increased. However, limited studies evaluate whether investors are willing to switch their investments from more known instruments such as bank time deposits and companies' stocks/bonds. Also, there is limited research set in developing countries such as Indonesia. This study used the primary data we collected using a self-filled closed questionnaire distributed online. After removing the unqualified data, we generated 114 data points to analyze. Data were processed using multiple linear regression. We found that the financial return variable positively and significantly affects investors' willingness to switch their investments from bank deposits and stocks/bonds to equity crowdfunding. We also found that the trust variable significantly affects investors' intentions to switch funds from bank deposits but there is not enough evidence that investors will switch funds from stocks/bonds to equity crowdfunding. Meanwhile, there is not enough evidence that other investor-related variables (project attachment, liking, and investor age) affect investors' intention to switch investments from banks' deposits or from stock/bonds to equity crowdfunding.

14.
Soc Sci Med ; 329: 115968, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37329720

RESUMO

Medical crowdfunding is an accessible alternative for individuals to meet their unaffordable health needs. This study explores the role of personal networks in medical crowdfunding performance from the perspective of tie strength and whether gender inequality persists in the returns of personal networks in this survival context, using bilateral data of both the ego and the alters collected from a large representative medical crowdfunding platform in China. It is found that kin ties play a fundamental and predominant role while pseudo-kin ties, being less strong than kin ties in terms of mutual sentiment and reciprocal obligations to help each other, play an accumulative role and are more influential in increasing crowdfunding performance, and neighbour and other role relations have the weakest effect and contribution. Importantly, women are not discriminated against when mobilizing personal networks for medical crowdfunding as they enjoy the same returns of most personal ties as men do.


Assuntos
Crowdsourcing , Masculino , Humanos , Feminino , Financiamento da Assistência à Saúde , China
15.
Soc Sci Med ; 324: 115852, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36989837

RESUMO

There has been growing recognition of the popularity of medical crowdfunding and research documenting how crowdfunding arises from, and contributes to, social and health inequities. While many researchers have surmised that racism could well play a role in medical crowdfunding campaign outcomes, research on these dynamics has been limited. No research to date has examined these dynamics among the most successful medical crowdfunding campaigns, focusing instead on average users' experiences or specific patient subpopulations. This paper analyzes key characteristics and demographics of the 827 most successful medical crowdfunding campaigns captured at a point in time in 2020 on the popular site GoFundMe, creating the first demographic archetype of "viral" or highly successful campaigns. We hypothesized that this sample would skew towards whiter, younger populations, more heavily represent men, and reflect critical illnesses and accidents affecting these populations, in addition to having visually appealing, well-crafted storytelling. Analysis supported these hypotheses, showing significant levels of racial and gender disparities among campaigners. While white men had the greatest representation, Black and Asian users, and black women in particular, were highly underrepresented. Like other studies, we find evidence that racial and gender disparities persist in terms of campaign outcomes as well. Alongside this quantitative analysis, a targeted discourse analysis revealed campaign narratives and comments reinforced racist and sexist tropes of selective deservingness. These findings add to growing calls for more health research into the ways that social media technologies shape health inequities for historically marginalized and disenfranchised populations. In particular, we underscore how successful crowdfunding campaigns, as a both a means of raising funds for health and a broader site of public engagement, may deepen and normalize gendered and racialized inequities. In this way, crowdfunding can be seen as a significant technological amplifier of the fundamental social causes of health disparities.


Assuntos
Crowdsourcing , Etnicidade , Disparidades nos Níveis de Saúde , Financiamento da Assistência à Saúde , Grupos Raciais , Feminino , Humanos , Masculino , Crowdsourcing/economia , Crowdsourcing/estatística & dados numéricos , Narração , Fatores Raciais , Fatores Sexuais , Brancos/estatística & dados numéricos , Negro ou Afro-Americano/estatística & dados numéricos , Asiático , Grupos Raciais/estatística & dados numéricos , Etnicidade/estatística & dados numéricos
16.
J Med Internet Res ; 25: e44197, 2023 03 03.
Artigo em Inglês | MEDLINE | ID: mdl-36692283

RESUMO

BACKGROUND: Recent studies have analyzed the factors that contribute to variations in the success of crowdfunding campaigns for a specific cancer type; however, little is known about the influential factors among crowdfunding campaigns for multiple cancers. OBJECTIVE: The purpose of this study was to examine the relationship between project features and the success of cancer crowdfunding campaigns and to determine whether text features affect campaign success for various cancers. METHODS: Using cancer-related crowdfunding projects on the GoFundMe website, we transformed textual descriptions from the campaigns into structured data using natural language processing techniques. Next, we used penalized logistic regression and correlation analyses to examine the influence of project and text features on fundraising project outcomes. Finally, we examined the influence of campaign description sentiment on crowdfunding success using Linguistic Inquiry and Word Count software. RESULTS: Campaigns were significantly more likely to be successful if they featured a lower target amount (Goal amount, ß=-1.949, z score=-82.767, P<.001) for fundraising, a higher number of previous donations, agency (vs individual) organizers, project pages containing updates, and project pages containing comments from readers. The results revealed an inverted U-shaped relationship between the length of the text and the amount of funds raised. In addition, more spelling mistakes negatively affected the funds raised (Number of spelling errors, ß=-1.068, z score=-38.79, P<.001). CONCLUSIONS: Difficult-to-treat cancers and high-mortality cancers tend to trigger empathy from potential donors, which increases the funds raised. Gender differences were observed in the effects of emotional words in the text on the amount of funds raised. For cancers that typically occur in women, links between emotional words used and the amount of funds raised were weaker than for cancers typically occurring among men.


Assuntos
Crowdsourcing , Obtenção de Fundos , Neoplasias , Masculino , Humanos , Feminino , Crowdsourcing/métodos , Obtenção de Fundos/métodos , Empatia , Software
17.
J Cancer Surviv ; 17(2): 332-341, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-35169983

RESUMO

PURPOSE: Young adults (YAs) diagnosed with cancer face high financial burden at a time in their lives when they are financially vulnerable. Some turn to medical crowdfunding, that is, using social media and other means to raise funds or resources to offset medical and usual life expenses. Major research gaps exist regarding the experiences of those who pursued crowdfunding. Thus, the study purpose was to describe the perceptions of, and experiences with, medical crowdfunding among a sample of YA cancer survivors. METHODS: In February 2021, we distributed an online survey to YAs with a history of a cancer diagnosis, who had received grants from an organization that offers financial assistance. We calculated descriptive statistics on the crowdfunding sample and employed thematic analysis to analyze the open-ended questions. RESULTS: In this sample (N = 113), 46 YA cancer survivors had engaged in medical crowdfunding and shared their perceptions and experiences. Our central theme, "The Crowdfunding Compromise" captures the trade-offs participants faced, which included subthemes of "crowdfunding as useful/helpful," "factors associated with crowdfunding success," and "questioning the why?". CONCLUSIONS: Among YA cancer survivors, medical crowdfunding brings shame and stigma in addition to financial support. YA cancer survivors demonstrate resilience in their attempts to find individual solutions to financial problems created by unchecked health care costs, the US health insurance infrastructure, and lack of legislation. IMPLICATIONS FOR CANCER SURVIVORS: This study fills an important gap in understanding individual-level crowdfunding experiences. Implications include system-level approaches to addressing cancer-related financial burden and potential worsening of existing disparities through medical crowdfunding.


Assuntos
Sobreviventes de Câncer , Neoplasias , Humanos , Adulto Jovem , Custos de Cuidados de Saúde , Vergonha
18.
Manag Int Rev ; 63(1): 117-159, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36465887

RESUMO

Despite the exponential growth of crowdfunding in recent years, research on the role it plays in business internationalization is still embryonal. Building on the Resource Based View (RBV) and Knowledge Based View (KBV), this study explores how SMEs can use equity crowdfunding (ECF) and reward crowdfunding (RCF) to internationalize and the related potential limitations. Using an inductive qualitative research design, based on multiple case studies of Italian SMEs, our study showed that ECF and RCF models help SMEs in acquiring the financial resources needed to internationalize and, at the same time, offer significant added value to their internationalization. Our findings support the idea that ECF and RCF play a key role in helping companies to overcome their resource limitations in regard to internationalization, not only in terms of the provision of financial resources but, above all, by compensating for any lack of knowledge on aspects relevant to the internationalization process. Furthermore, our results show the limitations of SMEs use of crowdfunding in order to internationalize (i.e., a lack of ad hoc e-commerce policies in relation to equity crowdfunding and to the regulation of the pre-ordering mechanism in the reward model). This paper concludes by discussing the theoretical and managerial contributions to the international business domain, and highlighting fruitful avenues for future studies.

19.
Sociol Health Illn ; 45(2): 298-316, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36239580

RESUMO

During the early months of COVID-19, many people in the US turned to charitable crowdfunding to seek and provide assistance. Little is known about the needs, hopes or experiences that motivated US pandemic crowdfunding and how these were correlated with campaign success. This study uses a mixed-methods data analysis of a randomised cluster sample of 919 US GoFundMe campaigns during the first 7 months of the pandemic. Overall, most campaigns performed poorly, and 38% got no donations at all. The largest proportion of campaigns aimed to address individual, acute financial struggles, often arising from considerable challenges accessing or qualifying for government assistance. These campaigns, as well as those involving campaigners and beneficiaries of colour, tended to be least successful. Qualitative thematic analysis revealed three key crowdfunding motivations that reflect individualistic, agentive responses to the pandemic: struggling, helping and adapting. These motivations reveal a shift away from social suffering and collective mobilisation and towards largely individualised efforts of survival as digital crowdfunding becomes a key domain of crisis response. Crowdfunding platforms are playing an increasingly important role in mediating and influencing individual and collective responses to crisis, which has important political ramifications for how societies perceive and address health emergencies.


Assuntos
COVID-19 , Crowdsourcing , Humanos , Pandemias , Motivação , Crowdsourcing/métodos , Financiamento da Assistência à Saúde , COVID-19/epidemiologia
20.
J Cult Econ (Dordr) ; 47(1): 133-175, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38625194

RESUMO

The trend towards digitalisation and technological innovation has reshaped the cultural and creative industries (CCIs) by changing the existing funding models and structures. The aim of this article is to explore the impact of cultural dimensions and policies on the adoption of reward-based crowdfunding as a new form of finance for firms in the CCIs in 12 different European countries during the 2015-2019 period. Our results show that national cultural dimensions and policies significantly affect the demand for cultural and creative crowdfunding. Specifically, the adoption of crowdfunding is broader in individualistic countries and in societies characterised by higher uncertainty avoidance, indulgence, short-term orientation, and lower levels of discrimination between genders. Furthermore, we find that the liberal welfare state model, characterised by limited government interference, market orientation, privatisation and a focus on self-responsibility, and the Southern European welfare model, based on a weak and inefficient state, increase the adoption of crowdfunding in the CCIs. The presence of a central ministry with cultural competence also increases the adoption of crowdfunding in the CCIs. Our findings show a U-shaped relationship between European grants and the demand for crowdfunding, mainly driven by a high or low European involvement within these sectors. We also identify a moderation effect of EU grants on the relationship between cultural dimensions and crowdfunding adoption, suggesting that the magnitude of this relationship depends on the amount of EU grants awarded in a specific country. As a robustness check, we run a set of Poisson regressions with correlated random effects (CREs), confirming our main results.

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