BPG is committed to discovery and dissemination of knowledge
Systematic Reviews
©The Author(s) 2025.
World J Orthop. Nov 18, 2025; 16(11): 110276
Published online Nov 18, 2025. doi: 10.5312/wjo.v16.i11.110276
Table 2 Combined accuracy and perioperative outcomes of included studies
Ref.
Classification
RA accuracy (grade A)
Comparator accuracy (grade A)
Statistical significance
Clinically acceptable screws (A + B)
Statistical significance
Operative time (RA vs comparator)
EBL (mL) (RA vs comparator)
Radiation exposure (RA vs comparator)
Notes
Wang et al[1], 2023Gertzbein-Robbins85.4%69.5%P < 0.00197.1% vs 95.0%NS160.25 ± 12.13 vs 154.35 ± 15.00 (P = 0.018)78.85 ± 33.52 vs 82.90 ± 20.91 (NS)Surgeon: 13.28 ± 3.09 vs 94.87 ± 6.02 (P < 0.001) patient: NSD (NS)Less disc height loss at adjacent segments (P < 0.001)
Tong et al[2], 2024Gertzbein-Robbins95.4%85.5%P < 0.0598.4% vs 95.5%P = 0.04158.8 minutes vs 129.9 minutes (P < 0.05)89.8 vs 117.3 (P < 0.05)13.3 vs 48.5 fluoroscopy counts (P < 0.05)Longer operative time in RA but reduced blood loss and radiation exposure. Higher screw accuracy (98.4% vs 95.5%)
Shafi et al[3], 2022Gertzbein-Robbins88.5%88.4%NS97.4% vs 95.3%NSNot reportedNot reportedSurgeon: Significantly lower with RN (P < 0.001)Fewer high-grade breaches (0% RN vs 1.2% ION, P = 0.05)
Griepp et al[4], 2024Gertzbein-RobbinsNot directly reported; lower revision rate (0%) in RA suggests higher accuracyNot reported; higher revision rate (2.4%) in FA groupP = 0.03 (lower revision rate in RA group)Not reportedNot reported33.3 ± 8.57 minutes/screw vs 30.7 ± 6.87 minutes/screw, P = 0.125)161.4 ± 365.7 vs 155.1 ± 194.7 (NS)4.9 ± 7.6 vs 20.3 ± 14.0 mGy/screw (P < 0.001)RA had longer anesthesia time (49.1 minutes/screw vs 43.6 minutes/screw, P = 0.009)
Lin et al[5], 2022Gertzbein-Robbins99.7%98.2%P = 0.0499.7% vs 98.2%P = 0.04280.7 vs 251.4 minutes (NS)313.7 vs 431.6 mL (P = 0.019)Not reportedRA reduced blood loss significantly. Shorter operative time for 4-level surgeries with RA. No difference in complications or pain outcomes
Li et al[6], 2025Gertzbein-Robbins96.8%92.9%NS99.2% vs 98.2%NS147 minutes vs 165 minutes (P = 0.04)124.4 vs 138.9 (NS)54.6 seconds vs 87.8 seconds (P < 0.01)Shorter fluoroscopy and operative time in RA, no significant difference in blood loss
Heath et al[7], 2024Gertzbein-Robbins98.0%80.0%P < 0.001100% vs 92.1%P = 0.003263.5 minutes vs 243.4 minutes (P = 0.28)340.6 vs 256.6 (NS)Not quantified (O-arm used in both groups)Longer operative time for RA in 2-level fusions (324.7 vs 266.4 min, P = 0.03). No medial breaches or revisions in either group
Chang et al[11], 2022Gertzbein-Robbins99.1%93.7%P < 0.05100% vs 98.4%P = 0.001208 ± 15.2 minutes vs 161 ± 7.9 minutes (P = 0.02)25 ± 10 vs 100 ± 20 (P = 0.01)Reduced (implied, not quantified)RA-TLIF had shorter incisions (1.4 cm vs 2.5 cm, P = 0.01). Lower screw misplacement rate (0.9% vs 6.3%, P < 0.05). Steep learning curve noted
Lai et al[15], 2022Not reportedNot reportedNot reportedNot reportedNot reportedNot reported259.0 minutes vs 225.0 minutes (NS)400.0 vs 366.7 mL (NS)Not reportedLower screw loosening rate with RA (4.3% vs 10.2%, P = 0.049). Similar complication rates (24.1% both groups). RA screws placed closer to upper endplate (P < 0.001)
Zhang et al[20], 2019Gertzbein-Robbins93.2%85.8%P = 0.0298.3% vs 93.6%P = 0.02165.3 ± 58.9 minutes vs 154.7 ± 46.0 minutes (P = 0.349)187.2 ± 95.2 mL vs 373.2 ± 320.3 mL (P = 0.001)Dose: 25.9 ± 14.2 μSv vs 70.5 ± 27.3 μSv (P < 0.001) time: 93.5 ± 37.9 seconds vs 70.5 ± 28.3 seconds (P = 0.002)Fewer facet violations: 5 vs 24 screws (P = 0.001). Lower revisions: 0 (RA) vs 2 (FG). Learning curve noted for RA (longer setup time)
Zhang et al[21], 2019Gertzbein-Robbins85.0%71.0%P = 0.01798.0% vs 94.0%NS184.7 minutes vs 117.8 minutes (P < 0.001)171.6 vs 362.0 mL (P = 0.001)30.3 vs 65.3 μSv (P < 0.001)Longer op time but less radiation in RA
Chen et al[22], 2021Gertzbein-Robbins92.3%77.4%P < 0.00198.6% vs 96.6%NS169.67 minutes vs 135.48 minutes (P < 0.001)92 vs 261 mL (P < 0.001)1.26 minutes vs 0.54 minutes (P < 0.001)Longer op time but less blood loss in RA
Cui et al[23], 2021Gertzbein-Robbins94.6%85.0%P = 0.025100% vs 100%NSRA MIS-TLIF: 135.1 ± 11.2 minutes. Open TLIF: 102.2 ± 7.1 minutes (P = 0.002)RA MIS-TLIF: 173.6 ± 17.9 mL open TLIF: 332.1 ± 23.5 mL (P = 0.005)Not reportedRA MIS-TLIF showed longer operative time (learning curve) but significantly reduced blood loss and postoperative drainage (97.5 mL vs 261.3 mL, P < 0.001). Faster recovery: Shorter hospitalization (7.3 days vs 10.0 days) and time to ambulation (1.5 days vs 2.9 days, P < 0.05). Less muscle atrophy: Paraspinal muscle cross-sectional area decreased by 3.9% (vs 14.5% in open TLIF, P = 0.016)
Feng et al[24], 2020Gertzbein-Robbins98.2%93.1%P = 0.039100% vs 99.4%NS196.25 minutes vs 230.63 minutes (P < 0.05)165 mL vs 237.5 mL (P < 0.05)Not reportedEfficiency benefit with RA
Li et al[25], 2024Gertzbein-Robbins87.5%70.1%P < 0.00198.3% vs 96.9%NS158.5 minutes vs 146.4 minutes (P < 0.001)58.5 vs 52.8 (NS)Surgeon: 13.8 vs 74.7 fluoroscopy counts (P < 0.001)Longer operative time in RA but reduced surgeon radiation exposure. Lower adjacent segment degeneration (0.63 mm vs 0.92 mm height loss, P = 0.001)
Han et al[26], 2021Gertzbein-Robbins92.9%90.9%NS97.3% vs 96.2%NSOLIF: 164.9 ± 56.0 minutes MIS-TLIF: 121.5 ± 48.2 minutes (P < 0.01)OLIF: 142.4 ± 89.4 mL MIS-TLIF: 291.5 ± 72.3 mL (P < 0.01)Not reportedOLIF had significantly longer operative time but less blood loss. OLIF required position change (lateral to prone), contributing to longer time
De Biase et al[27], 2021Gertzbein-Robbins97.4%93.9%NS99.8% vs 99.3%NS241 minutes vs 246 minutes (NS)73.8 mL vs 73.9 mL (NS)31.5 vs 59.5 mGy (P = 0.035)RA reduced radiation
Fayed et al[28], 2020Gertzbein-Robbins94.2%96.7%NS98.1% vs 100%NSNot reportedNot reportedNot reportedRA-PPS: 5.8% breach rate (6/103 screws), with 1.9% significant breaches (> 2 mm). FG-PPS: 3.3% breach rate (3/90 screws), with 1.1% significant breaches. Learning curve: 5 breaches in first 48 screws (10 cases) vs 1 breach in next 55 screws (10 cases). Lateral breaches (4/6) linked to facet hypertrophy/skiving
Yang et al[29], 2019Gertzbein-Robbins93.8%73.8%P = 0.01298.5% vs 96.9%NSNot reportedNot reportedNot reportedThe study focused on accuracy (pedicle screw placement) and facet joint violation, not perioperative efficiency metrics. RA group had significantly lower pedicle wall penetration (6.2% vs 26.2%) and facet joint violation (5.1% vs 15.6%) compared to FG group. No severe deviations (Neo grade III) in RA group
Schatlo et al[30], 2014Gertzbein-Robbins83.6%79.8%NS91.4% vs 87.1%NS205 minutes vs 189 minutes (NS)375 mL vs 713 mL (P < 0.01)Not reportedLower blood loss in RA
Li et al[31], 2024Gertzbein-Robbins96.3%95.0%P < 0.05A: 99%, B: 98%, C: 91%P < 0.05A: 146.9 ± 10.8, B: 172.5 ± 13.2, C: 169.0 ± 13.6 (A < B/C, P < 0.05)A: 89.3 ± 11.3, B: 74.4 ± 14.6, C: 111.6 ± 20.9 (B < A < C, P < 0.05)Significantly lower in A/B vs C (P < 0.05)Group A had shortest operation time. Group B had least blood loss. Group C had highest radiation exposure
Li et al[32], 2022Gertzbein-Robbins99.24%91.03%P = 0.002Not specifically reported in A + B form, but grade A alone was 99.24% in RANot explicitly reported for A + B, only for grade A154.75 ± 7.32 vs 172.22 ± 14.82 (P = 0.001)89.49 ± 18.63 vs 121.48 ± 20.55 (P = 0.001)Fluoroscopy: 59.54 ± 6.56 vs 70.67 ± 9.70 (P = 0.001)Robot group had shorter hospital stays (3.86 ± 1.17 days vs 5.03 ± 0.73 days)


Write to the Help Desk