Background
Method
Design and data sources
Data sources | Variables | Coding | Describe |
---|---|---|---|
The OCI database | Primary affected joints | Hip = 1 Knee = 0a | Information was in the Orthopedic Central Intake Patient Referral form. |
Diagnosis | Osteoarthritis = 1 Others = 0a | Information was in the Orthopedic Central Intake Patient Referral form. | |
Age | < 65 = 1 ≥ 65 = 0a | We chose the age threshold at 65 for two reasons. First, from a methodological viewpoint, one of the most practical ways of defining a senior is the age marker of 65. Second, from a conceptual viewpoint, defining the individuals aged 65 receive full pension benefits in Canada [47]. | |
Patient’s preference | Next available = 1 Specific surgeon = 0a | The SEM provides patients with two choices: the ‘next available surgeon’ and ‘a specific surgeon’ on the Orthopedic Central Intake Patient Referral form. | |
The date on the referral form | WT1 starts when a family doctor refers a patient to the OCI clinic. To measure the starting point of WT1, the referral date to the OCI clinic was used. | ||
The date of the first consultation | The date of the first consultation with an orthopedic surgeon was used to measure an ending point of WT1. | ||
Initial referral form | Incomplete = 1 Complete = 0a | Incomplete referral form status was indicated by incomplete clerical dates. Based on this information, it is possible to know whether a referral form was or was not completed | |
Priority | P1 = 1 P2 = 2 P4 = 3 P3 = 0a | In the Eastern Health region, the routine priority classification has four categories: priority 1 – the highest priority; priority 2 – moderate priority; priority 3 – low priority; and priority 4 – probably unsuitable for surgery | |
Year of referral | 2011–2013 = 1 2014–2016 = 2 2017–2019 = 0a | The year when patients were referred by family doctors, as indicated in the Orthopedic Central Intake Patient Referral form | |
The TJAC database | Date of a decision to treat | WT2 begins on the date when a surgeon and a patient decide to have surgery. | |
Date of surgery | The date of surgery was used to measure the endpoint of WT2. |
Inclusion/exclusion criteria
Sample size
Outcomes
Statistical analysis
Results
Patients’ characteristics
Variables | n (%) | Wait time for consultation | Wait time for surgery | Total wait time | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Mean (SD)a | Mediana (Q1-Q3) | pb | Mean (SD)a | Mediana (Q1-Q3) | pb | Mean (SD)a | Mediana (Q1-Q3) | pb | ||
Hip replacement surgery (n = 808) | ||||||||||
Age group | 0.0121 | 0.4088 | 0.0196 | |||||||
< 65 | 363 (44.93%) | 90.18 (64.43) | 77 (49–105) | 190.65 (125.70) | 164 (101–250) | 435.59 (354.16) | 327 (215–529) | |||
≥ 65 | 445 (55.07%) | 80.15 (55.08) | 68 (48–97) | 183.27 (119.69) | 162 (94–246) | 381.22 (324.15) | 303 (195–458) | |||
Diagnosis | 0.3969 | 0.0073 | 0.1382 | |||||||
Osteoarthritis | 716 (88.61%) | 84.14 (57.59) | 73 (49–99) | 190.53 (124.03) | 164 (100–254) | 412 (342.68) | 317 (209–482) | |||
Others | 92 (11.39%) | 88.66 (73.88) | 68.50 (42–115) | 155.90 (104.52) | 144 (78–205.5) | 356.17 (304.38) | 269 (180–456) | |||
Priority | <.0001* | 0.0206* | <.0001* | |||||||
P1 | 195 (24.13%) | 57.22 (36.45) | 49 (32–78) | 180.02 (140.78) | 148 (89–232) | 370.84 (376.59) | 269 (155–444) | |||
P2 | 537 (66.46%) | 77.19 (32.30) | 75 (53–97) | 192.88 (113.54) | 176 (104–260) | 391.28 (302.70) | 315 (218–463) | |||
P3 | 74 (9.16%) | 203.89 (94.87) | 194.5 (139–267) | 155.54 (128.27) | 133 (93–177) | 582.91 (411.57) | 476 (279–739) | |||
P4 | 2 (0.25%) | 352.5 (154.86) | 352.5 (243–462) | 283 (127.28) | 283 (193–373) | 1097.5 (166.17) | 1097.5 (980–1215) | |||
Initial referralc | 0.0430 | 0.5594 | 0.2996 | |||||||
Incomplete | 32 (3.96%) | 104.06 (45.49) | 99 (67–133.5) | 177.03 (92.77) | 176 (90.5–227.5) | 343.75 (177.65) | 321 (197–433.5) | |||
Complete | 776 (96.04%) | 83.86 (60.04) | 71.5 (49–98) | 186.98 (123.51) | 162.5 (99–249.5) | 408.20 (343.68) | 313.5 (205.5–483) | |||
Patient’s preference | 0.5281 | 0.0296 | 0.3744 | |||||||
Next available | 582 (72.03%) | 84.15 (59.92) | 73 (49–98) | 193.12 (121.89) | 169 (104–260) | 411.24 (335.57) | 316 (211–486) | |||
Specific surgeon | 226 (27.97%) | 85.96 (59.01) | 74.5 (49–105) | 169.76 (122.39) | 149 (80–225) | 391.24 (342.38) | 292.5 (178–462) | |||
Year of referrald | <.0001 | <.0001 | <.0001 | |||||||
2011–2013 | 239 (29.58%) | 114.05 (65.43) | 97 (73–139) | 169.03 (131.06) | 139 (92–207) | 518.70 (457.73) | 349 (223–621) | |||
2014–2016 | 306 (37.87%) | 79.25 (60.92) | 61.5 (47–96) | 217.21 (125.84) | 199.5 (120–288) | 431.72 (309.50) | 359 (243–504) | |||
2017–2019 | 263 (32.55%) | 64.24 (38.78) | 58 (41–85) | 166.90 (101.72) | 152 (87–227) | 272.57 (146.85) | 246 (162–349) | |||
Knee replacement surgery (n = 1159) | ||||||||||
Age group | 0.0003 | 0.1092 | <.0001 | |||||||
< 65 | 560 (48.32%) | 122.59 (82.27) | 97 (68–148) | 227.25 (136.47) | 209 (123–297) | 667 (458.13) | 541 (339–885) | |||
≥ 65 | 599 (51.68%) | 105.78 (71.85) | 89 (58–117) | 215.79 (127.61) | 197 (125–288) | 532.30 (395) | 412 (271–646) | |||
Diagnosis | 0.0219 | 0.2926 | <.0001 | |||||||
Osteoarthritis | 1027 (88.61%) | 111.85 (75.84) | 92 (61–125) | 222.93 (131.82) | 206.00 (125–296) | 577.41 (417.56) | 452 (296–730) | |||
Others | 132 (11.39%) | 129.84 (87.96) | 109 (66.5–165) | 208.89 (133.50) | 183 (101.5–275.5) | 753.42 (508.36) | 704 (323–1015) | |||
Priority | <.0001* | 0.4233* | <.0001* | |||||||
P1 | 116 (10.01%) | 68.47 (43.10) | 54 (37.5–96) | 204.30 (146.90) | 178 (113–479) | 454.77 (365.14) | 324.5 (208–604.5) | |||
P2 | 754 (65.06%) | 82.69 (31.45) | 82 (58–99) | 224.88 (127.01) | 214.5 (127–302) | 530.07 (393.68) | 413 (272–649) | |||
P3 | 283 (24.42%) | 210.64 (83.50) | 202 (145–268) | 218.60 (138.38) | 196 (120–288) | 824.47 (463.23) | 719 (492–1021) | |||
P4 | 6 (0.52%) | 352.33 (114.00) | 382.5 (355–393) | 233 (148.75) | 231.5 (106–297) | 1117.17 (604.49) | 853 (699–1631) | |||
Initial referralc | 0.0686 | 0.2427 | 0.0446 | |||||||
Incomplete | 68 (5.87%) | 132.74 (68.98) | 114.5 (78.5–172) | 243.99 (144.89) | 229.5 (177.5–304.5) | 718 (498.09) | 550.5 (341–1050) | |||
Complete | 1091 (94.13%) | 112.73 (77.86) | 92 (60–126) | 219.92 (131.13) | 201 (122–290) | 589.94 (426.95) | 464 (296–771) | |||
Patient’s preference | 0.2654 | 0.0030 | 0.0748 | |||||||
Next available | 776 (66.95%) | 108.99 (73.63) | 95 (61–123) | 205.85 (126.07) | 183 (116–267) | 612.71 (446.54) | 484.5 (306–790.5) | |||
Specific surgeon | 383 (33.05%) | 116.32 (79.26) | 92 (61.5–136.5) | 228.97 (134.30) | 217 (127–304) | 566.56 (400.56) | 443 (278–755) | |||
Year of referrald | <.0001 | <.0001 | <.0001 | |||||||
2011–2013 | 396 (34.17%) | 144.87 (81.52) | 126 (84.5–198.5) | 210.47 (149.60) | 180.5 (108.5–273.5) | 765.59 (563.02) | 604 (339–1045.5) | |||
2014–2016 | 473 (40.81%) | 99.97 (69.18) | 84 (55–110) | 251.27 (127.57) | 246 (155–328) | 610.43 (334.31) | 532 (364–804) | |||
2017–2019 | 290 (25.02%) | 94.34 (71.73) | 82 (57–98) | 187.33 (99.47) | 176 (108–249) | 346.71 (175.47) | 329.5 (207–437) |
Regression analysis
Variables | Hip replacement surgery (n = 806) | Knee replacement surgery (n = 1153) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted Hazard Ratios | Adjusted Hazard Ratiosa | Unadjusted Hazard Ratios | Adjusted Hazard Ratiosa | |||||||||
HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | |
Age group*WT1 | 0.0344 | |||||||||||
WT1 = 0 day | 0.0086* | 0.8034* | 0.9088* | |||||||||
< 65 | 0.830 | 0.722–0.954 | 1.018 | 0.883–1.175 | 0.682 | 0.551–0.843 | 1.007 | 0.895–1.133 | ||||
≥ 65 | ||||||||||||
WT1 = 90 days | ||||||||||||
< 65 | 0.796 | 0.705–0.899 | ||||||||||
≥ 65 | ||||||||||||
Diagnosis | 0.3204 | 0.2159 | 0.0484 | 0.3707 | ||||||||
Osteoarthritis | 1.117 | 0.898–1.389 | 0.869 | 0.695–1.086 | 1.202 | 1.001–1.444 | 0.917 | 0.759–1.108 | ||||
Others | ||||||||||||
Patient’s preference | 0.4133 | 0.0015 | 0.2651 | <.0001 | ||||||||
Next available | 1.066 | 0.914–1.244 | 1.296 | 1.104–1.522 | 0.932 | 0.824–1.055 | 1.461 | 1.284–1.662 | ||||
Specific surgeon | ||||||||||||
Initial referral form*WT1 | 0.0002 | 0.0002 | 0.0080 | |||||||||
WT1 = 0 day | 0.0384** | |||||||||||
Incomplete | 0.125 | 0.043–0.363 | 0.676 | 0.467–0.979 | 0.363 | 0.217–0.608 | 0.415 | 0.237–0.727 | ||||
Complete | ||||||||||||
WT1 = 90 days | ||||||||||||
Incomplete | 0.673 | 0.460–0.984 | 0.652 | 0.491–0.866 | 0.659 | 0.488–0.890 | ||||||
Complete | ||||||||||||
Year of referralb*WT1 | <.0001 | <.0001 | <.0001 | <.0001 | ||||||||
WT1 = 0 day | ||||||||||||
2011–2013 | 0.184 | 0.127–0.268 | 0.137 | 0.093–0.202 | 0.212 | 0.159–0.283 | 0.257 | 0.189–0.351 | ||||
2014–2016 | 0.762 | 0.554–1.047 | 0.977 | 0.711–1.343 | 0.754 | 0.582–0.977 | 0.885 | 0.684–1.145 | ||||
2017–2019 | ||||||||||||
WT1 = 90 days | ||||||||||||
2011–2013 | 0.384 | 0.314–0.471 | 0.284 | 0.227–0.355 | 0.422 | 0.356–0.500 | 0.450 | 0.372–0.544 | ||||
2014–2016 | 0.705 | 0.585–0.851 | 0.830 | 0.686–1.004 | 0.878 | 0.758–1.018 | 0.942 | 0.812–1.094 | ||||
2017–2019 | ||||||||||||
Priority*WT1 | <.0001 | <.0001 | <.0001 | <.0001 | ||||||||
WT1 = 0 day | ||||||||||||
P1 | 109.700 | 37.250–323.063 | 165.240 | 53.749–507.997 | 288.827 | 119.308–699.210 | 451.547 | 184.066–1107.723 | ||||
P2 | 20.253 | 7.354–55.776 | 15.746 | 5.492–45.147 | 47.870 | 22.666–101.100 | 36.533 | 16.978–78.613 | ||||
P3 | ||||||||||||
WT1 = 90 days | ||||||||||||
P1 | 11.696 | 7.101–19.263 | 21.831 | 12.934–36.848 | 14.782 | 10.272–21.270 | 24.428 | 16.722–35.684 | ||||
P2 | 11.165 | 7.012–17.780 | 10.764 | 6.619–17.504 | 15.596 | 11.519–21.116 | 15.635 | 11.421–21.404 | ||||
P3 |
Variables | Hip replacement surgery (n = 806) | Knee replacement surgery (n = 1153) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted Hazard Ratios | Adjusted Hazard Ratiosa | Unadjusted Hazard Ratios | Adjusted Hazard Ratiosa | |||||||||
HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | |
Age group | 0.4419 | 0.2145 | 0.1278 | 0.2428 | ||||||||
< 65 | 0.947 | 0.824–1.088 | 0.913 | 0.792–1.054 | 0.914 | 0.814–1.026 | 0.932 | 0.827–1.049 | ||||
≥ 65 | ||||||||||||
Diagnosis | 0.0079 | 0.0163 | 0.2560 | 0.1482 | ||||||||
Osteoarthritis | 0.745 | 0.599–0.926 | 0.759 | 0.606–0.950 | 0.899 | 0.749–1.080 | 0.870 | 0.720–1.051 | ||||
Others | ||||||||||||
Patient’s preference*WT2 | 0.0316 | |||||||||||
WT2 = 0 day | 0.0045* | 0.0024* | 0.0229* | |||||||||
Next available | 0.645 | 0.485–0.858 | 0.798 | 0.683–0.932 | 0.826 | 0.730–0.934 | 0.863 | 0.761–0.980 | ||||
Specific surgeon | ||||||||||||
WT2 = 182 days | ||||||||||||
Next available | 0.848 | 0.726–0.990 | ||||||||||
Specific surgeon | ||||||||||||
Year of referralb*WT2 | 0.0001 | 0.0075 | <.0001 | <.0001 | ||||||||
WT2 = 0 day | ||||||||||||
2011–2013 | 1.442 | 1.028–2.023 | 1.245 | 0.875–1.771 | 1.229 | 0.903–1.674 | 1.191 | 0.870–1.631 | ||||
2014–2016 | 0.544 | 0.383–0.773 | 0.540 | 0.379–0.770 | 0.482 | 0.350–0.666 | 0.487 | 0.352–0.674 | ||||
2017–2019 | ||||||||||||
WT2 = 182 days | ||||||||||||
2011–2013 | 0.968 | 0.807–1.161 | 0.948 | 0.785–1.144 | 0.812 | 0.696–0.947 | 0.780 | 0.660–0.923 | ||||
2014–2016 | 0.651 | 0.550–0.771 | 0.645 | 0.543–0.765 | 0.553 | 0.474–0.646 | 0.566 | 0.484–0.662 | ||||
2017–2019 | ||||||||||||
Priority*WT2 | <.0001 | 0.0015 | 0.0102 | |||||||||
WT2 = 0 day | 0.3512** | |||||||||||
P1 | 0.685 | 0.448–1.049 | 0.676 | 0.438–1.042 | 1.337 | 0.905–1.975 | 1.012 | 0.812–1.262 | ||||
P2 | 0.388 | 0.260–0.579 | 0.447 | 0.294–0.679 | 0.767 | 0.587–1.002 | 0.909 | 0.780–1.058 | ||||
P3 | ||||||||||||
WT2 = 182 days | ||||||||||||
P1 | 0.824 | 0.623–1.089 | 0.827 | 0.621–1.102 | 1.140 | 0.914–1.420 | ||||||
P2 | 0.758 | 0.538–0.981 | 0.810 | 0.619–1.059 | 0.934 | 0.811–1.077 | ||||||
P3 |
Variables | Hip replacement surgery (n = 806) | Knee replacement surgery (n = 1153) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Unadjusted Hazard Ratios | Adjusted Hazard Ratiosa | Unadjusted Hazard Ratios | Adjusted Hazard Ratiosa | |||||||||
HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | |
Age group*TW | 0.0227 | |||||||||||
TW = 0 day | 0.0190* | 0.0079* | 0.0011* | |||||||||
< 65 | 0.846 | 0.736–0.973 | 0.822 | 0.712–0.950 | 0.604 | 0.492–0.741 | 0.819 | 0.726–0.923 | ||||
≥ 65 | ||||||||||||
TW = 182 days | ||||||||||||
< 65 | 0.661 | 0.570–0.767 | ||||||||||
≥ 65 | ||||||||||||
Diagnosis | 0.1557 | 0.0097 | 0.0002 | 0.1505 | ||||||||
Osteoarthritis | 0.854 | 0.687–1.062 | 0.740 | 0.589–0.930 | 1.416 | 1.178–1.701 | 1.150 | 0.951–1.390 | ||||
Others | ||||||||||||
Patient’s preference | 0.4225 | 0.4708 | 0.0695 | 0.2613 | ||||||||
Next available | 0.939 | 0.805–1.095 | 0.944 | 0.808–1.103 | 0.892 | 0.789–1.009 | 1.075 | 0.948–1.220 | ||||
Specific surgeon | ||||||||||||
Initial referral form | 0.3130 | 0.0606 | 0.0390 | 0.6993 | ||||||||
Incomplete | 1.200 | 0.842–1.711 | 1.417 | 0.985–2.038 | 0.772 | 0.604–0.987 | 0.951 | 0.739–1.225 | ||||
Complete | ||||||||||||
Year of referralb*TW | 0.0002 | <.0001 | ||||||||||
TW = 0 day | <.0001** | <.0001** | ||||||||||
2011–2013 | 0.410 | 0.340–0.495 | 0.412 | 0.340–0.500 | 0.416 | 0.288–0.600 | 0.582 | 0.398–0.850 | ||||
2014–2016 | 0.502 | 0.424–0.595 | 0.519 | 0.437–0.616 | 0.336 | 0.235–0.480 | 0.331 | 0.230–0.475 | ||||
2017–2019 | ||||||||||||
TW = 182 days | ||||||||||||
2011–2013 | 0.326 | 0.267–0.397 | 0.421 | 0.342–0.519 | ||||||||
2014–2016 | 0.341 | 0.284–0.411 | 0.351 | 0.291–0.424 | ||||||||
2017–2019 | ||||||||||||
Priority*TW | 0.0010 | 0.0023 | <.0001 | <.0001 | ||||||||
TW = 0 day | ||||||||||||
P1 | 3.412 | 2.163–5.382 | 2.999 | 1.889–4.763 | 5.628 | 3.696–8.570 | 5.166 | 3.364–7.934 | ||||
P2 | 2.239 | 1.484–3.377 | 1.793 | 1.179–2.728 | 3.539 | 2.707–4.625 | 3.221 | 2.416–4.294 | ||||
P3 | ||||||||||||
TW = 272 days | ||||||||||||
P1 | 2.315 | 1.684–3.181 | 2.112 | 1.524–2.927 | 3.749 | 2.824–4.978 | 3.423 | 2.566–4.565 | ||||
P2 | 1.918 | 1.428–2.577 | 1.615 | 1.194–2.185 | 2.723 | 2.230–3.324 | 2.298 | 1.860–2.839 | ||||
P3 |