Expert consensus identifies priorities for continuous prosthetic health monitoring in diabetic amputees

Diabetic amputees face elevated risks of skin breakdown, infection, and vascular problems, so far, no consensus-driven framework identifies which health domains should be prioritized critically for continuous monitoring in prosthetic environments. This article sought to establish an expert-consensus hierarchy of monitoring priorities to guide the development of future sensor-based prosthetic health-monitoring systems. A three-round Delphi survey was completed by 12 specialists who scored nine predefined health-monitoring domains using a weighted (Severity 40%—Frequency 30%—Preventability 30%) model. Median and interquartile range (IQR) guided round-to-round convergence. Final agreement was measured using Kendall’s W, and inter-rater reliability using ICC (3,1). Bootstrap resampling with 5000 iterations and jackknife sensitivity analysis were used to examine ranking stability. Final expert agreement was Kendall’s W = 0.98, and inter-rater reliability was ICC (3,1) = 0.96. Skin integrity and wound monitoring ranked first, followed by blood flow and vascular health, and temperature monitoring. Humidity and moisture accumulation, sweat and pH levels, and real-time data collection and alerts formed a middle-priority group. Mechanical stability and prosthetic fit, mental and emotional well-being, and battery life and power efficiency were ranked lower but remained relevant supporting domains. Ranking stability was supported by bootstrap and jackknife analyses. This study provides an expert-consensus hierarchy of monitoring priorities for diabetic amputees. The findings may help guide future sensor selection, prosthetic-interface monitoring, and research design. However, the hierarchy should not be interpreted as a clinically validated monitoring protocol, and further patient-centered and real-world validation is required.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-07-24
DOI
https://doi.org/10.1038/s41598-026-61634-z
Primary Topic
Prosthetics and Rehabilitation Robotics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Expert consensus identifies priorities for continuous prosthetic health monitoring in diabetic amputees

Jumaa S. Chiad, Firas M. Abdulghani, Mohammed Abdulhasan
Scientific Reports
Prosthetics and Rehabilitation Robotics
article

Expert consensus identifies priorities for continuous prosthetic health monitoring in diabetic amputees

Jumaa S. Chiad, Firas M. Abdulghani, Mohammed Abdulhasan
article en

Abstract

Diabetic amputees face elevated risks of skin breakdown, infection, and vascular problems, so far, no consensus-driven framework identifies which health domains should be prioritized critically for continuous monitoring in prosthetic environments. This article sought to establish an expert-consensus hierarchy of monitoring priorities to guide the development of future sensor-based prosthetic health-monitoring systems. A three-round Delphi survey was completed by 12 specialists who scored nine predefined health-monitoring domains using a weighted (Severity 40%—Frequency 30%—Preventability 30%) model. Median and interquartile range (IQR) guided round-to-round convergence. Final agreement was measured using Kendall’s W, and inter-rater reliability using ICC (3,1). Bootstrap resampling with 5000 iterations and jackknife sensitivity analysis were used to examine ranking stability. Final expert agreement was Kendall’s W = 0.98, and inter-rater reliability was ICC (3,1) = 0.96. Skin integrity and wound monitoring ranked first, followed by blood flow and vascular health, and temperature monitoring. Humidity and moisture accumulation, sweat and pH levels, and real-time data collection and alerts formed a middle-priority group. Mechanical stability and prosthetic fit, mental and emotional well-being, and battery life and power efficiency were ranked lower but remained relevant supporting domains. Ranking stability was supported by bootstrap and jackknife analyses. This study provides an expert-consensus hierarchy of monitoring priorities for diabetic amputees. The findings may help guide future sensor selection, prosthetic-interface monitoring, and research design. However, the hierarchy should not be interpreted as a clinically validated monitoring protocol, and further patient-centered and real-world validation is required.

Scientific Reports
Nahrain University (IQ)
Openalex Percentile: Top 16%
Prosthetics and Rehabilitation Robotics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Expert consensus identifies priorities for continuous prosthetic health monitoring in diabetic amputees — Jumaa S. Chiad, Firas M. Abdulghani, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS