| Literature DB >> 35701240 |
Victoria A Marks1, Walter R Hsiang2, Waez Umer3, Afash Haleem4, Dana Kim5, John W Kunstman6, Michael S Leapman7, Kevin M Schuster8.
Abstract
BACKGROUND: The COVID-19 pandemic yielded rapid telehealth deployment to improve healthcare access, including for surgical patients.Entities:
Keywords: COVID-19 pandemic; Colorectal cancer; Healthcare access; Telehealth
Year: 2022 PMID: 35701240 PMCID: PMC9176198 DOI: 10.1016/j.amjsurg.2022.06.005
Source DB: PubMed Journal: Am J Surg ISSN: 0002-9610 Impact factor: 3.125
Fig. 1Secret shopper study investigator script.
Fig. 2Telehealth availabilities at investigated Commission on Cancer accredited facilities across the United States. Note that three centers in Alaska and Hawaii are not shown. This map was generated using ArcGIS® software by Esri. State boundary data was extracted from States (Generalized) publicly available dataset.
Sample facility characteristics. ACS: American College of Surgeons; CoC: Commission on Cancer; HMO: Health Maintenance Organization; NCI: National Cancer Institute; PPO: Preferred Provider Organization.
| Hospital Characteristic | CoC Facilities (n = 397) |
|---|---|
| Medicaid Expansion State | |
| Yes | 270 (68%) |
| NCI Designated | 30 (8%) |
| Integrated Network | 43 (11%) |
| Academic Comprehensive | 57 (14%) |
| Comprehensive Community | 173 (44%) |
| Community | 94 (23%) |
| For-profit | 48 (12%) |
| Government | 50 (13%) |
| Non-government Nonprofit | 299 (75%) |
| Metropolitan | 361 (91%) |
| Rural | 36 (9%) |
| Yes | 300 (76%) |
| Yes | 359 (90%) |
| Yes | 346 (87%) |
| Yes | 359 (90%) |
| Yes | 84 (21%) |
| Yes | 254 (64%) |
| Yes | 94 (24%) |
| Yes | 96 (24%) |
| Yes | 30 (8%) |
| Yes | 224 (56%) |
| Yes | 196 (49%) |
| <300 beds | 196 (49%) |
| Highest Quintile | 79 (20%) |
| 1 star (lowest) | 33 (8%) |
| 2 stars | 94 (24%) |
| 3 stars | 97 (24%) |
| 4 stars | 117 (29%) |
| 5 stars (highest) | 54 (14%) |
| Same as National Average | 36 (9%) |
| Above National Average | 168 (42%) |
| Below National Average | 188 (47%) |
| Same as National Average | 331 (83%) |
| Above National Average | 17 (4%) |
| Below National Average | 46 (12%) |
| Same as National Average | 133 (34%) |
| Above National Average | 51 (13%) |
| Below National Average | 209 (53%) |
Telehealth appointment availability for new colorectal cancer patient visits and follow-up colorectal cancer visits. CoC: Commission on Cancer.
| Telehealth Appointment Availability | CoC Facilities (n = 397) | |
|---|---|---|
| New Patient Visits (Y/N) | Follow-up Visits (Y/N) | |
| Y | Y | 161 (41%) |
| N | N | 95 (24%) |
| Y | N | 4 (1%) |
| N | Y | 137 (35%) |
Univariable analysis of key hospital characteristics associated with telehealth appointment availability for colorectal cancer care. ACS: American College of Surgeons; CRC: Colorectal Cancer; HMO: Health Maintenance Organization; NCI: National Cancer Institute; PPO: Preferred Provider Organization.
| Hospital Characteristic | Telehealth Availability for New CRC Patients | Telehealth Availability for Follow-Up CRC Visits | ||
|---|---|---|---|---|
| Count (%) | Odds Ratio (95% CI) | Count (%) | Odds Ratio (95% CI) | |
| Medicaid Expansion State | ||||
| No (n = 127) | 48 (38%) | Ref | 90 (71%) | Ref |
| Yes (n = 270) | 117 (43%) | 1.26 (0.82, 1.94) | 208 (77%) | 1.38 (0.86, 2.22) |
| NCI Designated (n = 30) | 24 (80%) | Ref | 25 (83%) | Ref |
| Integrated Network (n = 43) | 23 (53%) | 36 (84%) | 1.03 (0.29, 3.61) | |
| Academic Comprehensive (n = 57) | 25 (44%) | 47 (82%) | 0.94 (0.29, 3.05) | |
| Comprehensive Community (n = 173) | 64 (37%) | 122 (71%) | 0.48 (0.17, 1.32) | |
| Community (n = 94) | 29 (31%) | 68 (72%) | 0.52 (0.18, 1.51) | |
| For-profit (n = 48) | 11 (23%) | Ref | 34 (71%) | Ref |
| Government (n = 50) | 17 (34%) | 1.73 (0.71, 4.23) | 34 (68%) | 0.88 (0.37, 2.07) |
| Non-government Nonprofit (n = 299) | 137 (46%) | 230 (77%) | 1.37 (0.70, 2.70) | |
| Metropolitan (n = 361) | 151 (42%) | Ref | 271 (75%) | Ref |
| Rural (n = 36) | 14 (39%) | 0.89 (0.44, 1.79) | 27 (75%) | 1.00 (0.45, 2.20) |
| No (n = 97) | 38 (39%) | Ref | 77 (79%) | Ref |
| Yes (n = 300) | 127 (42%) | 1.14 (0.71, 1.82) | 221 (74%) | 0.73 (0.42, 1.27) |
| No (n = 38) | 14 (37%) | Ref | 29 (76%) | Ref |
| Yes (n = 359) | 151 (42%) | 1.24 (0.62, 2.49) | 269 (75%) | 0.93 (0.42, 2.03) |
| No (n = 51) | 22 (43%) | Ref | 39 (76%) | Ref |
| Yes (n = 346) | 143 (41%) | 0.93 (0.51, 1.68) | 259 (75%) | 0.91 (0.46, 1.83) |
| No (n = 38) | 14 (37%) | Ref | 24 (63%) | Ref |
| Yes (n = 359) | 151 (42%) | 1.24 (0.62, 2.49) | 274 (76%) | 1.88 (0.93, 3.80)† |
| No (n = 313) | 119 (38%) | Ref | 228 (73%) | Ref |
| Yes (n = 84) | 46 (55%) | 70 (83%) | 1.86 (1.00, 3.48)† | |
| No (n = 143) | 49 (34%) | Ref | 100 (70%) | Ref |
| Yes (n = 254) | 116 (46%) | 198 (78%) | 1.52 (0.96, 2.42)† | |
| No (n = 303) | 125 (41%) | Ref | 229 (76%) | Ref |
| Yes (n = 94) | 40 (43%) | 1.05 (0.66, 1.69) | 69 (73%) | 0.89 (0.53, 1.51) |
| No (n = 301) | 127 (42%) | Ref | 230 (76%) | Ref |
| Yes (n = 96) | 38 (40%) | 0.89 (0.56, 1.43) | 68 (71%) | 0.75 (0.45, 1.25) |
| No (n = 367) | 154 (42%) | Ref | 279 (76%) | Ref |
| Yes (n = 30) | 11 (37%) | 0.80 (0.37, 1.73) | 19 (63%) | 0.54 (0.25, 1.19) |
| No (n = 173) | 69 (40%) | Ref | 132 (76%) | Ref |
| Yes (n = 224) | 96 (43%) | 1.13 (0.76, 1.69) | 166 (74%) | 0.89 (0.56, 1.41) |
| No (n = 149) | 55 (37%) | Ref | 103 (69%) | Ref |
| Yes (n = 196) | 94 (48%) | 157 (80%) | ||
| <300 beds (n = 196) | 77 (40%) | Ref | 144 (73%) | Ref |
| >300 beds (n = 201) | 88 (44%) | 1.20 (0.81, 1.80) | 154 (77%) | 1.18 (0.75, 1.87) |
| Lowest Four Quintiles (n = 318) | 123 (39%) | Ref | 232 (73%) | Ref |
| Highest Quintile (n = 79) | 42 (53%) | 66 (84%) | 1.88 (0.99, 3.58) | |
| 1 star (lowest) (n = 33) | 10 (30%) | Ref | 25 (76%) | Ref |
| 2 stars (n = 94) | 38 (40%) | 1.56 (0.67, 3.65) | 66 (70%) | 0.75 (0.30, 1.88) |
| 3 stars (n = 97) | 45 (46%) | 1.99 (0.86, 4.62) | 70 (72%) | 0.83 (0.33, 2.06) |
| 4 stars (n = 117) | 47 (40%) | 1.54 (0.67, 3.54) | 97 (83%) | 1.55 (0.61, 3.93) |
| 5 stars (highest) (n = 54) | 25 (46%) | 1.98 (0.79, 4.95) | 38 (70%) | 0.76 (0.28, 2.04) |
| Same as National Average (n = 36) | 13 (36%) | Ref | 31 (86%) | Ref |
| Above National Average (n = 168) | 68 (40%) | 1.20 (0.57, 2.54) | 124 (74%) | 0.45 (0.17, 1.24) |
| Below National Average (n = 188) | 83 (44%) | 1.40 (0.67, 2.93) | 138 (73%) | 0.45 (0.16, 1.21) |
| Same as National Average (n = 331) | 138 (42%) | Ref | 244 (74%) | Ref |
| Above National Average (n = 17) | 6 (35%) | 0.76 (0.28, 2.11) | 13 (76%) | 1.16 (0.37, 3.65) |
| Below National Average (n = 46) | 20 (43%) | 1.08 (0.58, 2.00) | 38 (83%) | 1.69 (0.76, 3.77) |
| Same as National Average (n = 133) | 53 (40%) | Ref | 92 (69%) | Ref |
| Above National Average (n = 51) | 17 (33%) | 0.75 (0.38, 1.49) | 44 (86%) | |
| Below National Average (n = 209) | 94 (45%) | 1.23 (0.79, 1.92) | 158 (76%) | 1.38 (0.85, 2.24) |
*p < 0.05, **p < 0.001.
Multivariable analysis of key hospital characteristics associated with telehealth appointment availability for colorectal cancer care. ACS: American College of Surgeons; CRC: Colorectal Cancer; NCI: National Cancer Institute.
| Hospital Characteristic | Telehealth Availability for New CRC Patients | Telehealth Availability for Follow-up CRC Visits |
|---|---|---|
| Odds Ratio (95% CI) | Odds Ratio (95% CI) | |
| Type of Cancer Program | ||
| NCI Designated (n = 30) | Ref | Ref |
| Integrated Network (n = 43) | - | |
| Academic Comprehensive (n = 57) | - | |
| Comprehensive Community (n = 173) | - | |
| Community (n = 94) | - | |
| For-profit (n = 48) | Ref | Ref |
| Government (n = 50) | 1.04 (0.32, 3.40) | - |
| Non-government Nonprofit (n = 299) | 1.90 (0.71, 5.09) | - |
| No (n = 38) | Ref | Ref |
| Yes (n = 359) | - | 1.74 (0.77, 3.93) |
| No (n = 313) | Ref | Ref |
| Yes (n = 84) | 0.66 (0.30, 1.44) | 1.55 (0.75, 3.21) |
| No (n = 143) | Ref | Ref |
| Yes (n = 254) | 1.20 (0.71, 2.04) | 1.09 (0.62, 1.91) |
| No (n = 149) | Ref | Ref |
| Yes (n = 196) | 1.10 (0.68, 1.78) | 1.68 (1.00, 2.82) |
| Lowest Four Quintiles (n = 318) | Ref | Ref |
| Highest Quintile (n = 79) | - | |
| Same as National Average (n = 133) | Ref | Ref |
| Above National Average (n = 51) | - | |
| Below National Average (n = 209) | - | 1.17 (0.68, 2.04) |
*p < 0.05, **p < 0.001.
Association did not approach significance (p < 0.1) on univariable analysis and was not included in the multivariable model.