Evidence map›Paper›PMID 39300193›Full record

ArticleScientific reports2024

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

Xuelian Wu, Xiaoli Shi, Yongjian Ke, Yuhuan Li, Malongzhi Wan, Xiaotian Gong

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Xuelian WuSchool of Highway, Chang'an University, Xi'an, 710064, Shaanxi, People's Republic of China.
Xiaoli ShiSchool of Highway, Chang'an University, Xi'an, 710064, Shaanxi, People's Republic of China. glxl@gl.chd.edu.cn.
Yongjian KeSchool of Built Environment, University of Technology Sydney, Ultimo, NSW, 2007, Australia.
Yuhuan LiXi'an Municipal Engineering Design & Research Institute Co., Ltd., Xi'an, 710064, Shaanxi, People's Republic of China.
Malongzhi WanCollege of Engineering, Qinghai Institute of Technology, Xi'ning, 810016, Qinghai, People's Republic of China.
Xiaotian GongSchool of Highway, Chang'an University, Xi'an, 710064, Shaanxi, People's Republic of China.

Funding

China Scholarship Council 202206560047China Scholarship Council 202306560107Natural Science Basic Research Program of Shaanxi Province No.2022 JM-307
6 · The paper itself

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.

Indexed as

Grey theoryHighway routine maintenancePBCPerformance measurement

Identifiers

PMID39300193
PMCPMC11413213

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.