| Literature DB >> 36077641 |
Pawel Rajwa1,2, Philip Hopen3, Jakub Wojnarowicz2, Julia Kaletka2, Iga Paszkiewicz2, Olga Lach-Wojnarowicz2, Hadi Mostafaei1, Wojciech Krajewski4, David D'Andrea1, Bartosz Małkiewicz4, Andrzej Paradysz2, Guillaume Ploussard5, Marco Moschini6, Benjamin N Breyer7,8, Benjamin Pradere1,5, Shahrokh F Shariat1,9,10,11,12,13,14, Michael S Leapman15.
Abstract
BACKGROUND: we aimed to characterize the financial needs expressed through online crowdfunding for urologic cancers.Entities:
Keywords: bladder cancer; crowdfunding; kidney cancer; prostate cancer; testicular cancer; urology
Year: 2022 PMID: 36077641 PMCID: PMC9454944 DOI: 10.3390/cancers14174104
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Characteristics of 2126 GoFundMe.com online crowdfunding campaigns fundraising for urologic malignancies stratified by cancer type.
| Characteristic | Overall | Cancer Type | ||||
|---|---|---|---|---|---|---|
| N = 2126 | Bladder, N = 568 (27%) | Kidney, N = 579 (27%) | Prostate, N = 372 (17%) | Testicular, N = 607 (29%) | ||
| Campaigns from US | 2016 (95%) | 527 (93%) | 557 (96%) | 362 (97%) | 570 (94%) | 0.005 |
| Goal amount ($) | 10,000 (5000–25,000) | 10,000 (5000–20,000) | 12,525 (7500–25,000) | 10,727 (5000–25,000) | 10,000 (5500–20,000) | 0.004 |
| Amout collected ($) | 5208 (2565–11,315) | 4062 (2284–8570) | 5810 (2628–13,272) | 5233 (2171–12,255) | 6005 (3285–11,090) | <0.001 |
| % Goal collected | 0.50 (0.24–0.84) | 0.41 (0.19–0.73) | 0.51 (0.24–0.83) | 0.44 (0.19–0.80) | 0.60 (0.33–0.95) | <0.001 |
| Sucessfull campain (goal reached) | 363 (17%) | 73 (13%) | 92 (16%) | 57 (15%) | 141 (23%) | <0.001 |
| Campaign days running | 920 (573–1336) | 926 (589–1342) | 870 (556–1302) | 835 (553–1271) | 1018 (619–1384) | 0.001 |
| Amount collected per day ($) | 6 (3–12) | 5 (2–9) | 6 (3–15) | 6 (2–14) | 6 (3–12) | <0.001 |
| Donors No. | 57 (31–111) | 42 (24–80) | 63 (34–137) | 49 (22–106) | 72 (43–125) | <0.001 |
| Amount collected per donor ($) | 91 (69–122) | 98 (73–127) | 92 (69–120) | 100 (69–139) | 83 (66–109) | <0.001 |
| Shares No. | 421 (208–781) | 284 (152–554) | 482 (246–863) | 370 (137–686) | 546 (320–976) | <0.001 |
| Amount collected per share ($) | 13 (7–26) | 14 (8–27) | 13 (7–27) | 16 (9–30) | 12 (7–21) | <0.001 |
| Followers No. | 60 (32–115) | 43 (26–84) | 64 (36–138) | 51 (23–109) | 76 (46–127) | <0.001 |
| Updates No. | 2 (0–5) | 2 (0–5) | 2 (0–7) | 2 (0–5) | 2 (0–6) | 0.3 |
| Description length (words) | 248 (159–392) | 234 (148–360) | 249 (160–418) | 254 (156–427) | 255 (168–382) | 0.051 |
| Female | 360 (17%) | 165 (29%) | 195 (34%) | 0 (0%) | 0 (0%) | <0.001 |
| Histology provided | 379 (18%) | 94 (17%) | 165 (28%) | 30 (8.1%) | 90 (15%) | <0.001 |
| First-person description | 245 (12%) | 47 (8.3%) | 63 (11%) | 61 (16%) | 74 (12%) | 0.002 |
| Religious references | 878 (41%) | 220 (39%) | 258 (45%) | 163 (44%) | 237 (39%) | 0.10 |
| Children mentions | 972 (46%) | 310 (55%) | 264 (46%) | 206 (55%) | 192 (32%) | <0.001 |
| Relationship status provided | 930 (44%) | 274 (48%) | 213 (37%) | 177 (48%) | 266 (44%) | <0.001 |
| Job status provided | 985 (46%) | 274 (48%) | 253 (44%) | 130 (35%) | 328 (54%) | <0.001 |
| Family status provided | 1602 (75%) | 385 (68%) | 487 (84%) | 258 (69%) | 472 (78%) | <0.001 |
| Photos No. | 1.00 (1.00–3.00) | 1.00 (1.00–3.00) | 1.00 (1.00–3.00) | 2.00 (1.00–4.00) | 1.00 (1.00–2.00) | <0.001 |
| Family photo provided | 1071 (50%) | 281 (49%) | 287 (50%) | 189 (51%) | 314 (52%) | 0.8 |
| Un-/underinsurance mentions | 623 (29%) | 180 (32%) | 165 (28%) | 131 (35%) | 147 (24%) | 0.001 |
| Fundraising for treatment | 703 (34%) | 140 (25%) | 219 (41%) | 134 (36%) | 210 (36%) | <0.001 |
| Fundraising for treatment & living expenses | 985 (48%) | 290 (52%) | 251 (47%) | 169 (46%) | 275 (47%) | 0.13 |
| Fundraising only for living expenses | 358 (17%) | 124 (22%) | 67 (12%) | 68 (18%) | 99 (17%) | <0.001 |
| No data/Not applicable | 80 | |||||
| Fundrising for alternative treatment | 79 (5.6%) | 22 (6.1%) | 3 (0.8%) | 52 (22%) | 2 (0.4%) | <0.001 |
| Fundraising for conventional treatment | 1256 (89%) | 312 (87%) | 356 (94%) | 153 (65%) | 435 (97%) | <0.001 |
| Fundraising for conventional & alternative treatment | 83 (5.9%) | 25 (7.0%) | 19 (5.0%) | 29 (12%) | 10 (2.2%) | <0.001 |
| No data/Not applicable | 708 | |||||
| Localized disease | 183 (14%) | 57 (20%) | 72 (19%) | 27 (12%) | 27 (6.1%) | <0.001 |
| Nonlocalized disease | 1147 (86%) | 232 (80%) | 306 (81%) | 192 (88%) | 417 (94%) | <0.001 |
| No data on cancer advancement | 796 | |||||
| Fundraising for surgery | 977 (58%) | 260 (60%) | 293 (62%) | 86 (28%) | 338 (70%) | <0.001 |
| Fundraising for chemotherapy | 851 (50%) | 234 (54%) | 161 (34%) | 79 (26%) | 377 (78%) | <0.001 |
| Fundraising for radiation therapy | 254 (15%) | 53 (12%) | 87 (19%) | 80 (26%) | 34 (7.0%) | <0.001 |
| Fundraising for immunotherapy | 109 (6.5%) | 49 (11%) | 49 (10%) | 8 (2.6%) | 3 (0.6%) | <0.001 |
| n (%); Median (IQR) | ||||||
Abbreviations: IQR, interquartile range; n, number.
Figure 1Selected figures of 2126 GoFundMe.com online crowdfunding campaigns fundraising for urologic malignancies stratified by cancer type.
Characteristics of 1418 GoFundMe.com online crowdfunding campaigns fundraising for urologic malignancies stratified by treatment type.
| Characteristic | Overall | Treatment Type | |||
|---|---|---|---|---|---|
| N = 1418 | Alternative, N = 79 (5.6%) | both, N = 83 (5.9%) | Conventional, N = 1256 (89%) | ||
| Cancer Type | <0.001 | ||||
| Bladder | 359 (25%) | 22 (28%) | 25 (30%) | 312 (25%) | |
| Kidney | 378 (27%) | 3 (3.8%) | 19 (23%) | 356 (28%) | |
| Prostate | 234 (17%) | 52 (66%) | 29 (35%) | 153 (12%) | |
| Testicular | 447 (32%) | 2 (2.5%) | 10 (12%) | 435 (35%) | |
| Campaigns from US | 1351 (95%) | 76 (96%) | 72 (87%) | 1203 (96%) | 0.003 |
| Goal amount ($) | 12,500 (7500–25,000) | 25,000 (15,750–40,000) | 25,000 (12,500–50,000) | 10,000 (7000–25,000) | <0.001 |
| Amount collected ($) | 5732 (2845–12,102) | 8527 (4762–16,206) | 11,000 (4830–20,702) | 5362 (2708–11,334) | <0.001 |
| % Goal collected | 48 (23–83) | 41 (17–72) | 41 (19–75) | 49 (24–84) | 0.038 |
| Successful campain (goal reached) | 231 (16%) | 6 (7.6%) | 9 (11%) | 216 (17%) | 0.031 |
| Campaing days running | 944 (581–1348) | 1049 (685–1378) | 1025 (670–1306) | 928 (571–1348) | 0.3 |
| Amount collected per day ($) | 6 (3–13) | 9 (6–18) | 10 (5–25) | 6 (3–12) | <0.001 |
| Donors No. | 61 (33–115) | 76 (38–124) | 89 (50–143) | 59 (32–113) | 0.006 |
| Amount collected per donor ($) | 93 (70–125) | 124 (99–195) | 111 (86–156) | 91 (69–119) | <0.001 |
| Shares No. | 443 (236–813) | 456 (177–712) | 584 (292–938) | 431 (236–806) | 0.017 |
| Amount collected per share ($) | 13 (7–26) | 23 (13–35) | 19 (9–32) | 13 (7–24) | <0.001 |
| Followers No. | 63 (35–117) | 76 (39–118) | 86 (51–146) | 61 (34–116) | 0.023 |
| Updates No. | 2.0 (1.0–6.0) | 3.0 (1.0–6.5) | 2.0 (1.0–6.5) | 2.0 (1.0–6.0) | 0.2 |
| Description lenght | 276 (180–424) | 317 (223–584) | 359 (208–534) | 268 (178–413) | <0.001 |
| Female | 238 (17%) | 7 (8.9%) | 14 (17%) | 217 (17%) | 0.2 |
| Histology provided | 288 (20%) | 9 (11%) | 15 (18%) | 264 (21%) | 0.10 |
| First-person description | 180 (13%) | 17 (22%) | 19 (23%) | 144 (11%) | <0.001 |
| Religious references | 597 (42%) | 38 (48%) | 38 (46%) | 521 (41%) | 0.4 |
| Children mentions | 613 (43%) | 36 (46%) | 50 (60%) | 527 (42%) | 0.005 |
| Relationship status provided | 611 (43%) | 38 (48%) | 44 (53%) | 529 (42%) | 0.10 |
| Job status provided | 665 (47%) | 30 (38%) | 28 (34%) | 607 (48%) | 0.009 |
| Family status provided | 1050 (74%) | 49 (62%) | 69 (83%) | 932 (74%) | 0.009 |
| Photos No. | 1 (1–3) | 2.00 (1–5) | 2 (1–4) | 1 (1–3) | 0.004 |
| Family photo provided | 695 (49%) | 35 (44%) | 46 (55%) | 614 (49%) | 0.4 |
| Un-/uninsurance mention | 500 (35%) | 42 (53%) | 42 (51%) | 416 (33%) | <0.001 |
| Fundraising only for treatment | 591 (42%) | 50 (63%) | 44 (53%) | 497 (40%) | <0.001 |
| Fundraising for treatment and living expenses | 827 (58%) | 29 (37%) | 39 (47%) | 759 (60%) | <0.001 |
| Localized disease | 144 (15%) | 7 (13%) | 4 (6.2%) | 133 (16%) | 0.089 |
| Nonlocalized disease | 802 (85%) | 47 (87%) | 61 (94%) | 694 (84%) | 0.089 |
| Fundraising for surgery | 977 (69%) | 0 (0%) | 42 (51%) | 935 (74%) | <0.001 |
| Fundraising for chemotherapy | 851 (60%) | 0 (0%) | 40 (48%) | 811 (65%) | <0.001 |
| Fundraising for radiation therapy | 254 (18%) | 0 (0%) | 17 (20%) | 237 (19%) | <0.001 |
| Fundraising for immunotherapy | 109 (7.7%) | 0 (0%) | 17 (20%) | 92 (7.3%) | <0.001 |
| n (%); Median (IQR) | |||||
Abbreviations: IQR, interquartile range; n, number.
Figure 2Selected figures of 1418 GoFundMe.com online crowdfunding campaigns fundraising for urologic malignancies stratified by treatment type.
Uni- and multivariable logistic regression analyses for campaigns reaching goal amount (successful campaign) and highest fundraising campaigns. Bold numbers were significant.
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| Cancer | ||||||
| Bladder | Ref. | Ref. | Ref. | Ref. | ||
| Kidney | 1.28 | 0.92–1.78 | 0.144 | 1.37 | 0.88–2.15 | 0.161 |
| Prostate | 1.23 | 0.84–1.78 | 0.281 | 1.41 | 0.84–2.34 | 0.189 |
| Testicular | 2.05 | 1.51–2.80 |
| 2.03 | 1.34–3.11 |
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| Description (per 100 words) | 0.96 | 0.92–1.01 | 0.010 | - | ||
| Shares (per 100) | 1.02 | 1.01–1.03 |
| 1.03 | 1.01–1.05 |
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| Updates | 1.01 | 1.00–1.01 | 0.254 | - | ||
| Days running (per 100) | 1.02 | 0.99–1.04 | 0.167 | - | ||
| Religious references | 0.73 | 0.57–0.92 |
| 0.79 | 0.58–1.06 | 0.118 |
| Treatment | ||||||
| Conventional | Ref | Ref. | Ref. | |||
| Alternative | 0.43 | 0.17–0.89 |
| 0.51 | 0.20–1.13 | 0.099 |
| Both | 0.61 | 0.29–1.16 | 0.142 | 0.76 | 0.35–1.47 | 0.431 |
| Children mentions | 0.69 | 0.55–0.87 |
| 0.95 | 0.68–1.34 | 0.787 |
| Family status | 0.75 | 0.59–0.97 |
| 0.78 | 0.54–1.12 | 0.175 |
| Job status | 1.11 | 0.89–1.39 | 0.366 | - | ||
| Un-/underinsurance | 0.70 | 0.53–0.90 |
| 0.83 | 0.61–1.14 | 0.251 |
| Provided data on cancer advancement | 0.78 | 0.62–0.98 |
| 0.75 | 0.55–1.02 | 0.067 |
| Nonlocalized cancer | 1.25 | 0.81–2.02 | 0.317 | - | ||
| Provided data on cancer histology | 0.82 | 0.60–1.11 | 0.195 | - | ||
| Model AUC 0.628 | ||||||
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| Cancer | ||||||
| Bladder | Ref. | Ref. | ||||
| Kidney | 1.92 | 1.46–2.54 |
| 1.28 | 0.80–2.07 | 0.294 |
| Prostate | 1.84 | 1.36–2.51 |
| 0.96 | 0.56–1.63 | 0.871 |
| Testicular | 1.45 | 1.10–1.93 |
| 0.98 | 0.62–1.57 | 0.948 |
| Description (per 100 words) | 1.14 | 1.10–1.18 |
| 1.08 | 1.02–1.14 |
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| Shares (per 100) | 1.13 | 1.11–1.15 |
| 1.13 | 1.10–1.16 |
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| Updates | 1.03 | 1.02–1.04 |
| 1.00 | 0.98–1.02 | 0.823 |
| Days running (per 100) | 1.04 | 1.02–1.06 |
| 1.01 | 0.98–1.04 | 0.595 |
| Religious references | 1.02 | 0.84–1.25 | 0.82 | - | ||
| Treatment | ||||||
| Conventional | Ref. | Ref. | ||||
| Alternative | 2.04 | 1.27–3.23 |
| 2.56 | 1.33–4.99 |
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| Both | 2.91 | 1.86–4.55 |
| 2.15 | 1.22–3.79 |
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| Children mentions | 1.13 | 0.92–1.37 | 0.237 | - | ||
| Family status | 1.49 | 1.17–1.91 |
| 1.36 | 0.92–2.04 | 0.119 |
| Job status | 1.07 | 0.88–1.30 | 0.512 | - | ||
| Un-/underinsurance | 0.90 | 0.72–1.11 | 0.332 | - | ||
| Nonlocalized disease | 2.40 | 1.57–3.69 |
| 2.37 | 1.38–4.06 |
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| Provided data on cancer histology | 1.13 | 0.88–1.45 | 0.342 | - | ||
| Model AUC: 0.764 | ||||||
Abbreviations: CI: Confidence Interval; OR: Odds Ratio; Ref.: Reference.