Project Resources Research Articles

LEVERAGING PROJECT MANAGEMENT TOOLS FOR ENERGY EFFICIENCY IN HVAC OPERATIONS: A PATH TO CLIMATE RESILIENCE

Efficient management of heating, ventilation, and air conditioning (HVAC) systems is paramount for mitigating energy consumption and enhancing climate resilience in modern infrastructure. This review explores the significance of leveraging project management tools to optimize energy efficiency within HVAC operations, thus fostering a pathway towards climate resilience. The integration of project management methodologies offers a systematic approach to address challenges associated with energy consumption in HVAC systems, thereby facilitating informed decision-making processes. Firstly, the review delves into the pressing need for energy conservation in HVAC operations amidst escalating concerns over climate change and its adverse impacts. The imperative to minimize energy consumption in buildings, particularly through HVAC systems, is highlighted as a pivotal step towards achieving climate resilience and sustainability goals. Subsequently, the review outlines the role of project management tools in orchestrating effective strategies to enhance energy efficiency within HVAC operations. By employing techniques such as project scheduling, risk management, and resource allocation, project managers can streamline the implementation of energy-efficient measures, thereby optimizing HVAC system performance and reducing carbon emissions. Moreover, the review underscores the importance of data analytics and technological advancements in augmenting the efficacy of project management tools for energy efficiency in HVAC operations. Leveraging real-time data monitoring, predictive analytics, and IoT-enabled devices enables proactive maintenance and continuous optimization of HVAC systems, thereby maximizing energy savings and bolstering climate resilience. Furthermore, the review elucidates the potential benefits and challenges associated with the adoption of project management tools for energy efficiency in HVAC operations. While improved cost-effectiveness, environmental sustainability, and operational performance emerge as primary benefits, challenges such as initial investment costs, technological complexities, and organizational inertia necessitate careful consideration. This review advocates for the integration of project management tools as a viable approach to foster energy efficiency in HVAC operations, thereby paving the way towards enhanced climate resilience and sustainability in built environments. By embracing innovative methodologies and technological solutions, stakeholders can mitigate energy consumption, reduce greenhouse gas emissions, and fortify infrastructure against the impacts of climate change.
 Keywords: HVAC, Climate Resilience, Project Management, Energy, Review.

Towards a territorialisation of the circular economy: the proximity of stakeholders and resources matters

Abstract This article explores the territorialisation of the circular economy (CE) and analyses how the geographical and organised proximities of stakeholders facilitate the mobilisation of local resources for CE projects. It focuses on two local CE initiatives in Quebec (Canada) and France, for which 70 semi-structured interviews were conducted. The results highlight the importance of tangible and intangible territorial resources and demonstrate that geographical and organised proximities are crucial to the success of these initiatives. The relational dynamic between local players, stimulated by a sense of belonging and shared values, encourages commitment to CE. Thus, our study showcases the territorialisation of CE and emphasises the conditions enabling such activities to take root locally. This study has significant political implications and suggests the crucial role that local authorities must play in the deployment of CE projects.

First-Year Project-Based Engineering Design Courses in Canadian Institutions

First-year engineering design courses are fundamental component to most engineering programs, and they provide the backbone for the introduction of engineering students to engineering practice and profession. First-year engineering design courses are also essential to begin the development of an engineering mindset. The purpose of this study is to complete a comparative examination of first-year engineering design courses across Canada. The work was inspired by an interactive workshop delivered at CEEA-ACEG 2022. The workshop was based on a comparative examination of the curriculum and delivery of three first-year design courses at different engineering institutions, including number of students and credits, project types, content integration, resources, and logistics. Informed by the discussion in the workshop, this study expands on the work by surveying instructors of first-year engineering design courses. The preliminary results are presented from a subset of the data collected and demonstrate similarities and differences among the different programs. These results provide a foundation for meaningful analysis and discussion of educational practice in first-year engineering design courses.

PROMOTION INVESTMENT EVOLUTION OF CONSTRUCTION REAL ESTATE PROJECTS

The success of real estate projects is not only related to the quality of the product but also to the commercial strategy and understanding how to manage resources and distribute them properly such that the information arrives to the interested audience. The purpose of this study is to determine the evolution of the promotion investment for real estate projects located in Quito, Ecuador throughout the last 20 years. For this, researchers collected commercial and general variables for 339 real estate business plans for projects that were built between 2005 and 2021. The information was recorded in a matrix and then analyzed to identify correlations and trends between the variables. Projects were classified by their type of construction, size, and socioeconomic level, and the percentage of investment in advertising for each of them was identified. The paper shows the evolution of the investment distribution according to different types of advertising avenues and projects. Practitioners can use the results as a guide to develop promotion strategy in order to invest promotion resources in a real estate project and predict its commercial performance.

Prolonged exposure to dexamethasone alters the proteome and cellular phenotype of human testicular peritubular cells.

Human testicular peritubular cells (HTPCs) are smooth muscle cells, which in the testis form a small compartment surrounding the seminiferous tubules. Contractions of HTPCs are responsible for sperm transport, HTPCs contribute to spermatogenesis, have immunological roles and are a site of glucocorticoid receptor expression. Importantly, HTPCs maintain their characteristics in vitro, and thus can serve as an experimental window into the male gonad. Previously we reported consequences of 3-day treatment with Dexamethasone (Dex), a synthetic glucocorticoid and multi-purpose anti-inflammatory drug. However, as glucocorticoid therapies in man often last longer, we now studied consequences of a prolonged 7-day exposure to 1 µM Dex. Combining live cell imaging with quantative proteomics of samples taken from men, we confirmed our recent findings but more importantly, found numerous novel proteomic alterations induced by prolonged Dex treatment. The comparison of the 7-day treatment with the 3-day treatment dataset revealed that extracellular matrix- and focal adhesion-related proteins become more prominent after 7 days of treatment. In contrast, extended stimulation is, for example, associated with a decrease of proteins related to cholesterol and steroid metabolism. Our dataset, which describes phenotypic and proteomic alterations, is a valuable resource for further research projects investigating effects of Dex on human testicular cells.

Використання методу верифікації FMEDA/FIT для оцінювання кібербезпеки програмованого логічного контролера: нова інтерпретація принципу SIS

The object of this study is a programmable logic controller (safety PLC), which is part of an information and control system designed for safe management of important technological processes. The subject of this study is the substantiation of the legality of reusing the results obtained during the development of the safety PLC in accordance with the requirements of functional safety to assess the level of its cyber security. The purpose of this work is to investigate the possibility of "cross" evaluation of the safety characteristics of the safety PLC, namely, the possibility of evaluating the level of cyber security of the programmable logic controller based on known data regarding its level of functional safety, in order to optimize the use of available resources in the project. The study tasks are following: to provide a theoretical basis for the relationship between safety PLC characteristics such as functional safety and cybersecurity. Determine the metrics by which it will be possible to assess the degree of reuse of existing results. Perform an analysis of potential cyberattacks depending on the architecture of the information and control system, which performs security functions, as well as on the possible modes of its use. Determine and evaluate the degree of "cross" influence of critical characteristics of the research object. To perform a calculation analysis of the potential financial and time gain from the reuse of already known results for the minimum configuration of the safety PLC. Conclusions. The study demonstrated the relevance of the question of assessing the cybersecurity of a programmable logic controller based on the use of existing data, regarding its level of functional security (SIL). The proposed approach provides opportunities to significantly optimize the use of resources in safety PLC certification projects. However, the main methodological conclusion is that the well-known principle of Security Informed Safety can be developed and used in practice in the opposite direction, as Security supported/assessed by Safety. That is, to the principle of "assessment of functional safety taking into account/on information (cyber) security" the principle of "assessment of information (cyber) security with the support of/taking into account the results of the assessment of functional security" is added.

Towards co-design of rehabilitation technologies: a collaborative approach to prioritize usability issues.

Early stakeholder engagement is critical to the successful development and translation of rehabilitation technologies, a pivotal step of which is usability testing with intended end-users. To this end, several methods employ end-user feedback to identify usability and implementation issues. However, the process of prioritizing identified issues seldom leverages the knowledge and expertise of the range of stakeholders who will ultimately affect the demand and supply of a device. This paper describes a novel method to prioritize end-user feedback using transdisciplinary stakeholder consultation and address it in subsequent product development. The proposed approach was demonstrated using a case study relating to the development of a novel technology for neural recovery after spinal cord injury. Feedback from five individuals with chronic spinal cord injury was collected during two-hour usability evaluation sessions with a fully functional high-fidelity system prototype. A think-aloud and semi-structured interview protocol was used with each participant to identify usability and acceptability issues relating to the system in a 3-phase approach. Phase 1 involved extracting usability issues from think-aloud and semi-structured interview data. Phase 2 involved rating the usability issues based on their significance, technical feasibility, and implementation priority by relevant internal and external stakeholders. Finally, Phase 3 involved aggregating the usability issues according to design and implementation elements to facilitate solution generation, and these solutions were then raised as action tasks for future design iterations. Sixty usability issues representing nine facets of usability were rated. Eighty percent of issues were rated to be of moderate to high significance, 83% were rated as being feasible to address, and 75% were rated as addressable using existing project resources. Fifty percent of the issues were rated to be a high priority for implementation. Evaluation of the grouped issues identified 21 tasks which were mapped to the product roadmap for integration into future design iterations. This paper presents a method for meaningful transdisciplinary stakeholder engagement in rehabilitation technology development that can extended to other projects. Alongside a worked example, we offer practical considerations for others seeking to co-develop rehabilitation technologies.

Identifying Failure Factors in the Implementation of Residential Complex Projects in Iraq

Residential complexes have witnessed a great demand in most countries worldwide, as they are one of the main infrastructure elements, in addition to achieving a developed urban landscape. However, complex residential projects in developing countries face various factors that could be improved in their implementation, especially in Iraq. Sixty-two experts in residential complex projects were interviewed and surveyed to verify these projects' failure factors,. Fifty-one factors were the main failure factors, divided into four main components (leadership, management system, external forces, and project resources). The Relatively Important Index (RII) is used to determine the relative importance factors and obtain the top twelve factors that cause the optimal failure factors, correspondingly: political interference (87.7%), change in governments (86.5%), partisan politics available (85.6%), Unclear strategic planning (84.3%), inadequate planning (84.3%), lack of materials and equipment (83.3%), the poor obligation for project leaders (82.6%), work suspension due to demonstrations (82.3%), lack of human capacity (81.8%), bureaucracy (81.7%), corruption (81.4%), and misalignment in culture or ethics (81.3%). The achieved RII readings were high for leadership (73.1%), followed by project resources (71.3%), management systems (70.5%), and external forces (69.9%). The study recommended addressing the problems of implementing complex residential projects and solving the crisis to start the state's economic growth phase according to new foundations and standards.

The Effects of Previous Experiences of Healthcare Discrimination on HIV Intervention Outcomes.

Although several healthcare interventions have been developed to address HIV among young Black/African American men who have sex with men (YBMSM), the HIV epidemic in the United States continues to disproportionately burden this population. The current study examines previous healthcare discrimination and how it affects HIV intervention delivery. One hundred seventy-two YBMSM participated in the Peer Promotion of Wellness and Enhanced Linkage to Resources (PPOWER) project, which used a short, multi-faceted, community-level intervention based on Community Peers Reaching Out and Modeling Intervention Strategies (Community PROMISE). Data were collected at baseline, a 45-day follow up, and a 90-day follow up. Generalized Estimating Equations (GEE) were used to examine the effects of previous healthcare discrimination on outcomes related to HIV testing, alcohol and drug use, and sexual behaviors. Previous healthcare discrimination was found to moderate the relationship between time and intentions to test for HIV, perceptions of sexual risk, problem marijuana use, and problem other drug use, such that those who had experienced more healthcare discrimination showed greater improvements over time compared to those who had experienced less healthcare discrimination. The results of the current study suggest that a community-level peer intervention, in combination with a component to promote cultural competency and address prior experiences of discrimination in healthcare settings, may be highly effective for people who have experienced a barrier in their continuum of care as a result of racial discrimination.

Risk factors for internalizing symptoms: The influence of empathy, theory of mind, and negative thinking processes.

Internalizing symptoms such as elevated stress and sustained negative affect can be important warning signs for developing mental disorders. A recent theoretical framework suggests a complex interplay of empathy, theory of mind (ToM), and negative thinking processes as a crucial risk combination for internalizing symptoms. To disentangle these relationships, this study utilizes neural, behavioral, and self-report data to examine how the interplay between empathy, ToM, and negative thinking processes relates to stress and negative affect. We reanalyzed the baseline data of N = 302 healthy participants (57% female, Mage = 40.52, SDage = 9.30) who participated in a large-scale mental training study, the ReSource project. Empathy and ToM were assessed using a validated fMRI paradigm featuring naturalistic video stimuli and via self-report. Additional self-report scales were employed to measure internalizing symptoms (perceived stress, negative affect) and negative thinking processes (rumination and self-blame). Our results revealed linear associations of self-reported ToM and empathic distress with stress and negative affect. Also, both lower and higher, compared to average, activation in the anterior insula during empathic processing and in the middle temporal gyrus during ToM performance was significantly associated with internalizing symptoms. These associations were dependent on rumination and self-blame. Our findings indicate specific risk constellations for internalizing symptoms. Especially people with lower self-reported ToM and higher empathic distress may be at risk for more internalizing symptoms. Quadratic associations of empathy- and ToM-related brain activation with internalizing symptoms depended on negative thinking processes, suggesting differential effects of cognitive and affective functioning on internalizing symptoms. Using a multi-method approach, these findings advance current research by shedding light on which complex risk combinations of cognitive and affective functioning are relevant for internalizing symptoms.

Significant risks that trigger cost overruns and delays in urban rail projects: a typical case study of Vietnam

PurposeUrban rail projects are typically large-scale transport infrastructure projects (megaprojects) which have many potential risks that can influence the strategic goals of owners. However, there is a paucity of studies which explore the impact of risks on both “urban rail” project time and cost together considering quantitative assessments. Therefore, this paper focuses on investigating critical risks and quantifying such risk impacts on urban railway project schedule and cost in practice.Design/methodology/approachA combination of qualitative and quantitative research methods comprising semi-interviews with five experts and a questionnaire survey of 132 professional respondents is used. The data were modeled using Monte Carlo Simulation to predict the probability of project schedule and cost.FindingsThe results show that 30 risk variables are categorized into seven main groups which have significant impacts on both project time and cost. Outstanding five risk variables were highlighted as follows: (1) project site clearance and land compensation; (2) design changes; (3) physical project resources; (4) contractors’ competencies and (5) project finance. Such findings were supported by Monte Carlo simulation which predicted in the worst case that the project may suffer 11.03 months’ delays and have cost overrun with a contingency of US$287.68 million.Originality/valueThis study expands our knowledge about time and cost contingency of urban metro railway implementation across developing economies and particularly within the context of Vietnam. Policymakers will not only gain an understanding about risk structure but will also recognize the significant impacts of critical risk through risk impact modeling and simulation. Such an approach provides insights into risk treatment priorities for planners so that they can proactively establish suitable strategies for risk mitigation in practice.

IMPORTANCE OF NATURAL RESOURCE ACCOUNTING IN INDIA : A CASE STUDY ON THE MINERAL AND ENERGY RESOURCES

Natural resource accounting is a crucial framework for evaluating the economic and environmental dimensions of a regions resource utilization. This case study delves into the crucial field of natural resource accounting in India, with a specific focus on the management of mineral and energy resources. The study underscores the fundamental axiom that Measurement of a resource leads to its better management. Through data collection, resource valuation, stock and flow analysis, sustainability assessment, and environmental impact evaluation, the paper reveals insights into the sustainable management of these invaluable assets.Indias burgeoning demand for mineral and energy resources, driven by rapid economic growth, necessitates an informed approach to resource management. Natural resource accounting serves as a key tool in this regard. By quantifying these resources, assessing their value, marketing them and considering their economic, environmental, and social impacts, this study advocates for a more informed decision-making process.The study emphasizes how the data and analysis derived from natural resource accounting facilitate the formulation of effective policies. These policies encompass resource extraction quotas, taxation, conservation measures, and environmental regulations, all of which are vital in ensuring responsible resource management.Furthermore, the study acknowledges the significant environmental repercussions of mineral and energy resource extraction. It underscores the importance of accounting for environmental costs and damages, thereby advancing policies aimed at responsible resource management and environmental conservation.A critical aspect addressed in this case study is the assessment of resource sustainability. Understanding whether resources are being extracted at a rate that is sustainable in the long term is paramount. It also underscores the need for policies that promote sustainable resource management and conservation.Transparency and public awareness are another focal point of the study. The availability of information regarding the status and utilization of mineral and energy resources can lead to more responsible resource management practices and enhanced accountability among stakeholders.Finally, this study emphasizes the economic planning and revenue generation potential of natural resource accounting. By grasping the value and availability of mineral and energy resources, governments can allocate resources for development projects, infrastructure, and social welfare programs more effectively.In conclusion, natural resource accounting is a vital tool for sustainable resource management in India. By quantifying and assessing these resources while considering their economic, environmental, and social implications, the government and stakeholders can make more informed decisions and work towards responsible resource management. The study highlights the potential for responsible management of mineral and energy resources in India, benefiting both the present and future generations while safeguarding its natural heritage.

RETRACTED: Sustainable stakeholder participation planning on the basis of analysis of competing project interest

AbstractSustainability has become more than just an aspiration in business. It has become an integral part of business strategy and decision‐making. Organizations have realized that adhering to sustainability with its impact on multi‐facets can drive business success. Long‐term growth requires an understanding of the relationships between people and their surroundings. Engagement of stakeholders is essential for planning, designing, implementing, and ensuring the efficacy of programmes. Due to the requirement for sustainability and the engagement of a greater stakeholder range in project planning, the project plan complexity is growing. The lack of or insufficient engagement of stakeholders throughout the project life cycle, particularly in the early phases of implementation and planning, frequently has a detrimental effect on the intended project performance. Effective stakeholder engagement is essential to counterbalance the combined effects of a lack of contextual knowledge by stakeholders and a lack of support in the field. However, this integration encounters difficulties such as resource restrictions and competing stakeholder interests. To encourage stakeholder engagement with the initiatives, project resources may be allocated based on the relative importance of competing areas. This study intends to establish a Stakeholder Engagement Framework (SEF) to increase the effectiveness of stakeholder engagement in projects by systematically evaluating potential conflicts and integrating the perspectives of stakeholders and the project management team. To do this, we use fuzzy logic inputs to account for ambiguities throughout the project life cycle, as well as stakeholder theory, value‐based management, matrix‐based dependency modeling, and total quality management to provide a framework for stakeholder participation. Then we implement the suggested SEF methodology to organize stakeholder participation for a green building project. The suggested framework will promote stakeholder participation under long‐term goals for project managers by identifying potential conflicts of interest.

Wavelet Scattering Transform for ECG Cardiovascular Disease Classification

Classifying the ECG dataset is the main technique for diagnosing heart disease. However, the focus of this field is increasingly on prediction, with a growing dependence on machine learning techniques. This study aimed to enhance the accuracy of cardiovascular disease classification using data from the PhysioNet database by employing machine learning (ML). The study proposed several multi-class classification models that accurately identify patterns within three classes: heart failure rhythm (HFR), normal heart rhythm (NHR), and arrhythmia (ARR). This was accomplished by utilizing a database containing 162 ECG signals. The study employed a variety of techniques, including frequency-time domain analysis, spectral features, and wavelet scattering, to extract features and capture unique characteristics from the ECG dataset. The SVM model produced a training accuracy of 97.1% and a testing accuracy of 92%. This work provides a reliable, effective, and human error-free diagnostic tool for identifying heart disease. Furthermore, it could prove to be a valuable resource for future medical research projects aimed at improving the diagnosis and treatment of cardiovascular diseases.

Decreasing alloimmunization-specific mortality in sickle cell disease in the United States: Cost-effectiveness of a shared transfusion resource.

Red blood cell alloimmunization and consequent delayed hemolytic transfusion reaction (DHTR) incidence and mortality in patients with sickle cell disease (SCD) are high. A shared transfusion resource has decreased both in other countries, while in the United States cost concerns persist. We conducted a Markov cohort simulation of a birth cohort of alloimmunized patients with SCD to estimate lifetime DHTR incidence, DHTR-specific mortality, quality-adjusted life expectancy (QALE), and costs with the implementation of a shared transfusion resource to identify antibody history versus without (i.e., status quo). We conducted our analysis using a lifetime analytic time horizon and from a United States health system perspective. Implementation of shared transfusion resource projects to decrease cumulative DHTR-specific mortality by 26% for alloimmunized patients with SCD in the United States, relative to the status quo. For an average patient population of 32 000, this intervention would generate a discounted increment of 4000 QALYs at an incremental discounted cost of $0.3 billion, resulting in an incremental cost-effectiveness ratio of $75 600/QALY [95% credible interval $70 200-81 400/QALY]. The results are most sensitive to the baseline lifetime medical expenditure of patients with SCD. Alloantibody data exchange is cost-effective in 100% of 10 000 Monte Carlo simulations. The resource would theoretically need a minimum patient population of 1819 patients or cost no more than $5.29 million annually to be cost-effective. By reducing DHTR-specific mortality, a shared transfusion resource in the United States projects to be a life-saving and cost-effective intervention for patients with SCD in the United States.

Evaluating the Role of Project Management Offices (PMOs) in Large-Scale Construction Projects: Insights from Construction Industry Professionals

This research paper evaluates the role of Project Management Offices (PMOs) in large-scale construction projects, with insights from construction industry professionals. The study's main objective was to bridge the gap in literature by obtaining direct perspectives from those managing these projects. A structured online survey, encompassing both quantitative and qualitative questions, was administered to a diverse group of professionals. The analysis, conducted using statistical software for quantitative data and thematic analysis for qualitative insights, led to several key findings. PMOs were perceived as highly effective in aligning project objectives, resource allocation, process standardization, communication facilitation, and risk management. Notable challenges included resistance to change, inadequate senior management support, resource constraints, and project complexity. PMOs positively impacted project timelines, budget management, stakeholder engagement, and quality of deliverables. High integration of sustainability practices and moderate to high adoption of innovative technologies were also observed. Key success factors for PMOs included effective leadership, clear objectives, skilled teams, robust risk management, and effective stakeholder communication. Over 89% of respondents were satisfied with PMO performance. The study contributes to the existing body of knowledge by providing practical insights and confirming the critical role of PMOs in the success of large-scale construction projects. It highlights the importance of PMOs in driving sustainability and technological advancements, thus offering actionable guidance for enhancing PMO effectiveness in the construction industry.

Numerical simulation and projection of wind resources in the northern South China Sea

High-resolution assessment of future wind resources is crucial for formulating appropriate energy strategies. However, the response of offshore wind energy to changing climate remains inconclusive. This study uses bias-corrected CMIP6 and time-varying sea surface temperature data to drive the Weather Research and Forecasting (WRF) model and project future changes in wind energy resources in the northern South China Sea (SCS) under SSP2–4.5 and SSP5–8.5 scenarios for 2050 and 2100. The findings indicate that wind resources in the waters north of 18°N in the northern SCS generally show an increased change, with greater wind resources in 2100 than in 2050. The SSP5–8.5 scenario exhibits a more significant increase than the SSP2–4.5 scenario. The future wind energy changes in the western and eastern nearshore waters of Guangdong, where numerous offshore wind power plants are currently established, are largely consistent with the overall change in the northern SCS. Nevertheless, there may be a decreased change in future wind resources in the central and eastern regions of the SCS.

Efficient Human Resource Allocation in Projects Using Centralized Data Envelopment Analysis

Human resource allocation is a critical component of project management, especially for projects that rely on the knowledge and expertise of skilled personnel. Data Envelopment Analysis (DEA) is a suitable method for this allocation since teams working for different tasks of a project can be considered as Decision Making Units (DMUs) that produce valuable outputs using different types and levels of personnel (inputs). We use Centralized DEA models for efficient allocation of human resources of the overall project among several teams. Using the software teams of a project undertaken in a large technological defense company as DMUs, we define appropriate outputs that measure effort, importance of work, and schedule performance. Factors relevant to the importance of work are aggregated using Rank Order Centroid weights according to expert evaluations. We differentiate between the permanent personnel of the company by their expertise level, and also subcontractors as different inputs. We define staffing policies with varying flexibilities that can be applied in different time periods, and suggest the transfer or removal of some personnel. Our results demonstrate that a centralized view on human resource allocation can bring noteworthy savings, especially in the long term when there is higher flexibility in staffing decisions.

A Fuzzy Overlapping Project Resource Optimization Model in the Project Construction Industry with a Fractal Approach

A Fuzzy Overlapping Project Resource Optimization Model in the Project Construction Industry with a Fractal Approach

Analysis of factors influencing resource scheduling for emergency construction projects considering multiple spatial characteristics

In response to the growing frequency of international emergencies, the demand for resources dedicated to emergency construction projects has significantly increased due to their pivotal role in disaster containment and mitigation. This article examines the factors influencing the allocation of multi-spatial resources for such projects, conducting both causal and hierarchical analyses to unveil their interdependent mechanisms. It addresses a theoretical research gap in resource scheduling through bibliometric analysis. The study utilizes the Fuzzy Decision-Making Laboratory Analysis (Fuzzy-DEMATEL) method to identify key factors within the system and constructs a hierarchical model using Interpretive Structural Modeling (ISM) to systematically analyze the factors affecting multi-space resource allocation in emergency construction projects. The results reveal 43 influencing factors, categorized into 11 levels, with the political and social environment, resource scheduling determination, and design changes standing out as the primary influencers. Additionally, the article proposes a three-tiered strategy based on experimental results to offer theoretical insights for multi-spatial resource scheduling in emergency construction projects.