Current status and trends of megaproject research: bibliometric and text mining analysis

大型项目 数据科学 政治学 计算机科学 工程类 系统工程
作者
Shitao Jin
出处
期刊:Engineering, Construction and Architectural Management [Emerald Publishing Limited]
标识
DOI:10.1108/ecam-04-2024-0495
摘要

Purpose This study aims to comprehensively review and analyze research topics and trends in the field of megaprojects by integrating bibliometric analysis with latent Dirichlet allocation (LDA) topic modeling techniques. The objective is to explore the development dynamics and key issues within this field, providing clear direction and guidance for future research. Design/methodology/approach A total of 1,652 journal articles related to megaprojects were collected from the Web of Science database. Initially, bibliometric tools were employed to analyze the research dynamics in this field, including annual publication counts, citation trends, major contributors and keyword clustering. Subsequently, LDA topic modeling techniques were used to identify and establish key research topics within co-citation clusters, thus providing a comprehensive summary of the current research trends in megaprojects. Findings This study identified and confirmed 13 key research topics in the field of megaprojects, including “urban development and construction management,” “collaborative governance and relationship management,” “resource management and performance optimization,” “ecological protection and environmental governance,” “stakeholder engagement and social responsibility,” “project performance and risk management,” “social justice and local governance,” “cost management and infrastructure governance,” “renewable energy and sustainable development,” “project management and contract governance,” “urban growth and risk assessment,” “spatial capital and political practice” and “social governance and safety management.” Based on these topics, the study summarized five major trends in megaproject research: scope management, relationship management, resource management, risk management and sustainability. Originality/value This study employs an innovative methodological framework to comprehensively uncover the research topics and evolutionary trends in the field of megaproject management, addressing the gap in existing literature regarding holistic analyses of this domain. Building on these findings, the study further provides theoretical support and practical guidance for scope control, multi-stakeholder collaboration, resource optimization, complex risk management and sustainable development in megaprojects. These contributions hold significant value for advancing knowledge accumulation and enhancing management practices within this field.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
许起眸发布了新的文献求助10
1秒前
mrz完成签到,获得积分10
1秒前
玄之又玄完成签到,获得积分10
1秒前
axl发布了新的文献求助20
1秒前
2秒前
炙热怜寒发布了新的文献求助30
2秒前
Mt完成签到,获得积分10
2秒前
可爱的函函应助a焦采纳,获得10
2秒前
演化的蛙鱼完成签到,获得积分10
2秒前
流流124141完成签到,获得积分10
3秒前
柳柳完成签到,获得积分10
3秒前
2549360318完成签到,获得积分10
3秒前
gfr123完成签到,获得积分10
4秒前
tianmengkui完成签到,获得积分10
4秒前
顾矜应助Hustle采纳,获得10
4秒前
cream完成签到,获得积分10
5秒前
FashionBoy应助潇洒映冬采纳,获得10
5秒前
凡高爱自由完成签到,获得积分10
5秒前
6秒前
赵赵赵发布了新的文献求助10
6秒前
yi111完成签到,获得积分10
6秒前
帅哥吴克完成签到,获得积分10
7秒前
fei菲飞完成签到,获得积分10
7秒前
宋词完成签到,获得积分10
7秒前
称心书雪发布了新的文献求助10
7秒前
7秒前
体贴的曼凝完成签到,获得积分10
8秒前
科研人完成签到 ,获得积分10
8秒前
8秒前
Lori完成签到,获得积分10
8秒前
顺利毕业完成签到,获得积分10
9秒前
大模型应助哎呀采纳,获得10
9秒前
9秒前
cdercder应助11223344采纳,获得10
10秒前
dt发布了新的文献求助10
11秒前
11秒前
11秒前
Qiuju完成签到,获得积分10
11秒前
科研澄澄完成签到,获得积分10
11秒前
肉肉完成签到 ,获得积分10
11秒前
高分求助中
Les Mantodea de Guyane Insecta, Polyneoptera 2500
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 (PDF!) 1000
Technologies supporting mass customization of apparel: A pilot project 450
Tip60 complex regulates eggshell formation and oviposition in the white-backed planthopper, providing effective targets for pest control 400
A Field Guide to the Amphibians and Reptiles of Madagascar - Frank Glaw and Miguel Vences - 3rd Edition 400
China Gadabouts: New Frontiers of Humanitarian Nursing, 1941–51 400
The Healthy Socialist Life in Maoist China, 1949–1980 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3788524
求助须知:如何正确求助?哪些是违规求助? 3333791
关于积分的说明 10264005
捐赠科研通 3049788
什么是DOI,文献DOI怎么找? 1673680
邀请新用户注册赠送积分活动 802157
科研通“疑难数据库(出版商)”最低求助积分说明 760526