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February 6, 2026npj Digital Medicine3 citationsOpen Access

Digital health interventions for perioperative patient-reported outcomes: a network meta-analysis

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ZLZiyue LuoRZRuihao ZhouJWJingwen Wei

Key Points

  • The study aims to evaluate the comparative effectiveness of digital health interventions on patient-reported outcomes in patients undergoing elective surgery.
  • Conducted a network meta-analysis of randomized controlled trials
  • Included adult participants undergoing elective surgery with general anesthesia
  • Data sourced from PubMed, Embase, CENTRAL, and Web of Science until March 1, 2025
  • Used statistical measures such as standardized mean differences and mean differences for analysis
  • Assessed risk of bias using RoB 2 and evidence certainty with GRADE
  • Extended reality most effectively reduced perioperative anxiety with a significant standardized mean difference (SMD 0.60)
  • Mobile applications and extended reality showed probable effectiveness for postoperative pain management (SMDs 0.64 and 0.51, respectively)
  • 2D video interventions yielded the highest quality of life gains (SMD 0.99)
  • Extended reality also significantly enhanced patient satisfaction (SMD 1.27)

Abstract

Digital health interventions (DHIs), delivered via digital platforms such as internet-based programs, mobile applications or short messages, may improve patient-reported outcomes (PROs), but comparative effectiveness is unclear. We conducted a network meta-analysis of randomized controlled trials in adults undergoing elective surgery under general anesthesia, identified in PubMed, Embase, CENTRAL, and Web of Science to March 1, 2025. Standardized mean differences (SMDs), mean differences (MDs) with minimal important differences (MIDs), and 95% CIs were estimated. Risk of bias was assessed with RoB 2 and certainty of evidence with GRADE. Fifty-six trials (6,154 patients) were included. Extended reality (XR) most effectively reduced perioperative anxiety (SMD 0.60; 95% CI 0.37-0.84; MD 8.05; MID 6.71; moderate-certainty). For postoperative pain, mobile applications (SMD 0.64; 95% CI 0.32-0.95; MD 1.36; MID 1.0; moderate-certainty) and XR (SMD 0.51; 95% CI 0.26-0.76; MD 1.09; MID 1.0; moderate-certainty) were probably effective. For quality of life, 2D video yielded the greatest gain (SMD 0.99; 95% CI 0.11-1.88; MD 0.11; MID 0.05; high-certainty). XR also improved satisfaction (SMD 1.27; 95% CI 0.63-1.91; MD 1.91; MID 0.75; moderate-certainty). These findings suggest that DHIs may improve perioperative PROs.

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Cite This Study

Luo et al. (2026) studied this question.

synapsesocial.com/papers/698584f98f7c464f23008449https://doi.org/10.1038/s41746-026-02398-8
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