The Value of Decision Analytical Modeling in Surgical Research: An Example of Laparoscopic Versus Open Distal Pancreatectomy
OBJECTIVE:To illustrate how decision modeling may identify relevant uncertainty and can preclude or identify areas of future research in surgery. SUMMARY BACKGROUND DATA:To optimize use of research resources, a tool is needed that assists in identifying relevant uncertainties and the added value of...
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Veröffentlicht in: | Annals of surgery 2019-03, Vol.269 (3), p.530-536 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | OBJECTIVE:To illustrate how decision modeling may identify relevant uncertainty and can preclude or identify areas of future research in surgery.
SUMMARY BACKGROUND DATA:To optimize use of research resources, a tool is needed that assists in identifying relevant uncertainties and the added value of reducing these uncertainties.
METHODS:The clinical pathway for laparoscopic distal pancreatectomy (LDP) versus open (ODP) for nonmalignant lesions was modeled in a decision tree. Cost-effectiveness based on complications, hospital stay, costs, quality of life, and survival was analyzed. The effect of existing uncertainty on the cost-effectiveness was addressed, as well as the expected value of eliminating uncertainties.
RESULTS:Based on 29 nonrandomized studies (3.701 patients) the model shows that LDP is more cost-effective compared with ODP. Scenarios in which LDP does not outperform ODP for cost-effectiveness seem unrealistic, e.g., a 30-day mortality rate of 1.79 times higher after LDP as compared with ODP, conversion in 62.2%, surgically repair of incisional hernias in 21% after LDP, or an average 2.3 days longer hospital stay after LDP than after ODP. Taking all uncertainty into account, LDP remained more cost-effective. Minimizing these uncertainties did not change the outcome.
CONCLUSIONS:The results show how decision analytical modeling can help to identify relevant uncertainty and guide decisions for future research in surgery. Based on the current available evidence, a randomized clinical trial on complications, hospital stay, costs, quality of life, and survival is highly unlikely to change the conclusion that LDP is more cost-effective than ODP. |
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ISSN: | 0003-4932 1528-1140 |
DOI: | 10.1097/SLA.0000000000002553 |