
Figure 1
Availability of medication, blood products, surgical supplies and implants.
Table 1
Infrastructure for pre and post-operative in-patient care.
| Infrastructure Variable | Facilities (N = 37) | |
|---|---|---|
| ICU availability for paediatric CHD patients | Paediatric cardiac dedicated Shared with adult Shared with other paediatric | 22 (60%) 12 (32%) 3 (8%) |
| ICU availability for adult CHD pts | Adult CHD Pts. go to paediatric cardiac ICU; Adult CT ICU; Other | 17 (46%) 15 (41%) 3 (13%) |
| Neonatal ICU (NICU) available | 14 (38%) | |
| Ventilators for Neonates available | 36 (97%) | |
| High Frequency Oscillators available | 20 (54%) | |
| Incubators available | 29 (78%) | |
| Warming tables (N = 36) | 30 (83%) | |
| Dedicated code cart (N = 36) | 33 (92%) | |
| Emergency code cart fully stocked with all necessary medications | 33 (89%) | |
| Paediatric formulations of medication available for code cart | All code carts; Some; None | 18 (55%) 8 (24%) 7 (21%) |
| Sterile emergency instruments available in ICU | 30 (81%) | |
| ECMO/or MCS programme | 20 (54%) | |
| Attending surgeon usually present for patient transport | 28 (76%) | |
| Formal multidisciplinary handover from OR to ICU regularly done | 33 (89%) | |
| Attending level physician responsible for post-op ICU management of CHD patients | Cardiac Intensivist General Intensivist Cardiac Surgeon Paediatrician Neonatologist | 28 (76%) 3 (8%) 2 (5%) 2 (5%) 2 (5%) |
| Formal ICU Rounds regularly conducted at least once daily Dedicated CHD Care coordinators available | 37 (100%) 16 (43%) | |
| Social workers available | 24 (65%) | |
| Multidisciplinary case meetings/or rounds | Regular Scheduled Multi-Disciplinary Rounds | 18 (49%) |
| Multi-Disciplinary Rounds/ Meetings as needed No Regular Multi-Disciplinary rounds | 17 (46%) 2 (5%) | |
| An intermediate care ward | 18 (50%) |

Figure 2
Number of programs that expressed limitations in specific areas of clinical care.

Figure 3
Aggregated limitation themes mentioned as free text.
Table 2
Association of case volume and case complexity mix with selected infrastructure.
| Variable | Case Volume (N = 37) | Case Complexity Mix (N = 34) | ||||
|---|---|---|---|---|---|---|
| Number of Sites | Median [IQR] number of surgical cases per year | P-value/or Spearman r (P-value) | Number of Sites | Median [IQR] Percent of Cases with RACS 3–6 | P-value/or Spearman r (P-value) | |
| Country Income Group 2018 | 0.17 | 0.04 | ||||
| Upper Middle | 20 | 272 [165, 569] | 20 | 37 [28,45] | ||
| Lower Middle | 17 | 381 [293, 680] | 14 | 24 [20,31] | ||
| Type of Facility | 0.46 | 0.48 | ||||
| Public | 24 | 381 [207, 760] | 22 | 31 [20,45] | ||
| Private | 6 | 264 [170, 361] | 5 | 34 [24,37] | ||
| NPO | 7 | 369 [261, 530] | 7 | 30 [0,37] | ||
| Associated with Medical School | 0.21 | 0.67 | ||||
| Yes | 28 | 311 [207, 622] | 26 | 31 [20,41] | ||
| No | 9 | 530 [361, 1126] | 8 | 34 [21, 46] | ||
| Operating room availability | 0.007 | 0.02 | ||||
| CHD dedicated, or shared but with ≥3 ORs | 26 | 455 [261, 688] | 23 | 37 [24, 45] | ||
| OR Shared and 1 or 2 ORs | 11 | 210 [101, 339] | 11 | 23 [17, 30] | ||
| CPB machine availability | 0.11 | 0.54 | ||||
| CHD dedicated, or shared but with ≥3 machines | 26 | 365 [234, 759] | 23 | 31 [21, 42] | ||
| CPB Shared and 1 or 2 machines | 11 | 261 [113, 529] | 11 | 30 [7, 48] | ||
| Availability of bypass packs, cardioplegia tubing, arterial and venous cannula | 0.33 | 0.38 | ||||
| Always (for all 3) | 31 | 369 [210, 688] | 30 | 32 [21, 42] | ||
| Not always | 6 | 272 [170, 548] | 4 | 23 [13, 36] | ||
| Number of surgeons | 0.49 (0.002) | 0.18 (0.31) | ||||
| 1–2 | 8 | 219 [112, 277] | 8 | 22 [18, 44] | ||
| 3–4 | 15 | 380 [195, 653] | 14 | 30 [21, 37] | ||
| ≥5 | 14 | 560 [339, 1057] | 12 | 34 [27, 47] | ||
| Years of experience, most senior surgeon | 0.03 | 0.25 | ||||
| ≤10 | 8 | 213 [124, 248] | 7 | 25 [19, 30] | ||
| >10 | 29 | 381 [282, 680] | 27 | 34 [20, 43] | ||
| Number of OR nurses | 0.44 (0.008) | 0.12 (0.51) | ||||
| <4 | 10 | 205 [110, 328] | 10 | 36 [26, 45] | ||
| 4–8 | 15 | 381 [204, 673] | 13 | 25 [18, 41] | ||
| ≥9 | 11 | 380 [339, 760] | 10 | 34 [23, 38] | ||
| Number of cardiac anaesthesiologists | 0.34 (0.04) | 0.28 (0.11) | ||||
| <4 | 16 | 277 [200, 517] | 15 | 26 [18, 42] | ||
| 4–6 | 12 | 375 [222, 635] | 10 | 31 [21, 45] | ||
| ≥7 | 9 | 530 [282, 1428] | 9 | 34 [30, 37] | ||
| Number of perfusionists | 0.53 (<0.001) | 0.14 (0.44) | ||||
| <4 | 16 | 237 [200, 381] | 15 | 30 [19, 41] | ||
| 4–5 | 14 | 350 [170, 680] | 12 | 31 [19, 47] | ||
| ≥6 | 7 | 1126 [653, 2865] | 7 | 36 [21, 43] | ||
| Number of cardiologists | 0.24 (0.15) | 0.49 (0.004) | ||||
| <5 | 14 | 277 [195, 548] | 12 | 25 [12, 32] | ||
| 5–9 | 12 | 381 [207, 907] | 12 | 34 [20, 43] | ||
| ≥10 | 10 | 365 [328, 760] | 9 | 36 [31, 48] | ||
| Years of experience, most senior cardiologist | 0.05 | 0.56 | ||||
| ≤10 | 7 | 215 [170, 293] | 6 | 28 [20, 34] | ||
| >10 | 28 | 455 [261, 684] | 26 | 32 [21, 42] | ||
| Number of ICU nurses | 0.75 (<0.001) | 0.15 (0.39) | ||||
| <15 | 11 | 195 [110, 361] | 10 | 32 [24, 45] | ||
| 15–39 | 12 | 311 [222, 375] | 11 | 25 [19, 42] | ||
| ≥40 | 14 | 720 [548, 1126] | 13 | 32 [21, 38] | ||
| ICU bed capacity | 0.76 (<0.001) | 0.22 (0.20) | ||||
| ≤6 | 14 | 183 [110, 234] | 13 | 26 [23, 30] | ||
| 7–15 | 10 | 381 [282, 673] | 9 | 32 [17, 41] | ||
| ≥16 | 13 | 680 [529, 1126] | 12 | 37 [26, 46] | ||
| Distance travelled for surgery (percent of patients) | ||||||
| > 200 km | 28 | 0.04 (0.83) | 26 | 0.02 (0.94) | ||
Table 3
Association of key infrastructure to proportion of estimated new case burden performed.
| Percentage of Estimated Needed Case Volume | |||
|---|---|---|---|
| Number of Sites | Median [IQR] proportion of estimated case volume fulfilled | P-value/or Spearman r (P-value) | |
| Operating room availability | 0.11 | ||
| CHD dedicated, or shared but with ≥3 ORs | 26 | 1.02 [0.29 1.27] | |
| OR Shared and 1 or 2 ORs | 11 | 0.60 [0.16, 0.79] | |
| Number of surgeons | 0.37 (0.025) | ||
| 1–2 | 8 | 0.61 [0.19, 1.03] | |
| 3–4 | 15 | 0.59 [0.16, 1.12] | |
| ≥5 | 14 | 1.17 [0.59, 1.46] | |
| Number of OR nurses | 0.04 (0.83) | ||
| <4 | 10 | 0.96 [0.19, 1.27] | |
| 4–8 | 15 | 0.59 [0.09, 0.93] | |
| ≥9 | 11 | 0.66 [0.25, 1.97] | |
| Number of cardiac anaesthesiologists | 0.33 (0.049) | ||
| <4 | 16 | 0.63 [0.14, 1.13] | |
| 4–6 | 12 | 0.53 [0.34, 1.03] | |
| ≥7 | 9 | 1.24 [0.65, 2.16] | |
| Number of perfusionists | 0.37 (0.025) | ||
| <4 | 16 | 0.60 [0.32, 0.86] | |
| 4–5 | 14 | 0.74 [0.09, 1.28] | |
| ≥6 | 7 | 1.24 [0.40, 2.75] | |
| Number of cardiologists | 0.39 (0.019) | ||
| <5 | 14 | 0.62 [0.09, 1.21] | |
| 5–9 | 12 | 0.53 [0.24, 1.02] | |
| ≥10 | 10 | 1.19 [0.66, 1.97] | |
| Number of ICU nurses | 0.42 (0.009) | ||
| <15 | 11 | 0.44 [0.14, 1.11] | |
| 15–39 | 12 | 0.63 [0.14, 1.02] | |
| ≥40 | 14 | 1.22 [0.47, 1.28] | |
| ICU bed capacity | 0.52 (0.001) | ||
| ≤6 | 14 | 0.46 [0.16, 0.66] | |
| 7–15 | 10 | 0.86 [0.14, 1.21] | |
| ≥16 | 13 | 1.24 [0.63, 1.97] | |
| GNI per Capita | 37 | 0.36 (0.030) | |
