A dynamic framework for contractors to measure the performance of highway maintenance based on grey theory

Highway maintenance performance measurement is the key to implementing performance-based contracting (PBC). However, contractors have struggled with accurately understanding client intent and translating performance goals into measurable indicators. To make PBC successfully applied, this study proposes a dynamic performance measurement framework of highway routine maintenance based on grey theory. A performance indicator system is established based on the organizational structure of highway assets and the bill of quantities in the real world. In addition, a statistical analysis using the data about maintenance cost and highway condition score has been conducted to ascertain the weights and thresholds assigned to various indicators. As a result, the performance indicators, their corresponding weights, and thresholds can be flexibly adjusted to accommodate diverse periods and areas. Then, the grey theory has been employed to evaluate the comprehensive performance level of service within a region. This framework is experimented with using the data of three maintenance areas in Shaanxi Province, China: Qiaogouwan, Huaziping, and Ansai. At the end of the process, comparison and sensitivity analysis are conducted. The results demonstrate the model's reasonability and robustness, providing valuable tools for contractors to assess the performance of highway maintenance in meeting client specifications.

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Publication Details

Journal
Scientific Reports
Published
2024-09-19
DOI
https://doi.org/10.1038/s41598-024-72372-5
Primary Topic
Quality and Safety in Healthcare
Type
article
Field-Weighted Citation Impact
0.00

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article

A dynamic framework for contractors to measure the performance of highway maintenance based on grey theory

Yongjian Ke, Xiaotian Gong, Xiaoli Shi, Yuhuan Li et al.
Scientific Reports
Quality and Safety in Healthcare
article

A dynamic framework for contractors to measure the performance of highway maintenance based on grey theory

Yongjian Ke, Xiaotian Gong, Xiaoli Shi, Yuhuan Li, Xuelian Wu, M. De Wan
article en

Abstract

Highway maintenance performance measurement is the key to implementing performance-based contracting (PBC). However, contractors have struggled with accurately understanding client intent and translating performance goals into measurable indicators. To make PBC successfully applied, this study proposes a dynamic performance measurement framework of highway routine maintenance based on grey theory. A performance indicator system is established based on the organizational structure of highway assets and the bill of quantities in the real world. In addition, a statistical analysis using the data about maintenance cost and highway condition score has been conducted to ascertain the weights and thresholds assigned to various indicators. As a result, the performance indicators, their corresponding weights, and thresholds can be flexibly adjusted to accommodate diverse periods and areas. Then, the grey theory has been employed to evaluate the comprehensive performance level of service within a region. This framework is experimented with using the data of three maintenance areas in Shaanxi Province, China: Qiaogouwan, Huaziping, and Ansai. At the end of the process, comparison and sensitivity analysis are conducted. The results demonstrate the model's reasonability and robustness, providing valuable tools for contractors to assess the performance of highway maintenance in meeting client specifications.

Scientific ReportsVol. 14(1)
University of Technology Sydney (AU), Chang'an University (CN)
China Scholarship Council, Natural Science Basic Research Program of Shaanxi Province
Openalex Percentile: Top 69%
Quality and Safety in Healthcare
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A dynamic framework for contractors to measure the performance of highway maintenance based on grey theory — Yongjian Ke, Xiaotian Gong, et al. · Scientific Reports (2024) | TGRS Research Map | TGRS