Prioritizing complexity using fuzzy DANP: case study of international development projects

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Soo Yong Kim ◽  
Minh V. Nguyen ◽  
Tuyen T.N. Dao
Keyword(s):  
International Development ◽  
Group Discussion ◽  
Analytic Network Process ◽  
The Body ◽  
Fuzzy Decision Making ◽  
Content Type ◽  
Project Complexity ◽  
Network Process ◽  
Prioritization Framework

PurposeThis paper aims to propose a comprehensive framework for prioritizing complexity criteria. The framework was validated by applying in infrastructure international development (ID) project as a case study.Design/methodology/approachA literature review highlighted the limitations of existing complexity prioritization methods. Then, a combination of the fuzzy decision-making trial and evaluation laboratory (DEMATEL) and fuzzy analytic network process (ANP) was employed as a foundation to develop a three-stage complexity prioritization framework. Focus group discussion and questionnaire surveys were used to practically test the framework in the infrastructure ID projects.FindingsThe three-stage complexity prioritization framework was validated to be reliable and feasible. The findings showed ability of consultants, scope uncertainties, site compensation and clearance, communication between stakeholders, administrative procedure and project duration were the most significant complexity criteria of ID projects in the Vietnamese context.Practical implicationsThe framework is a robust tool that enables the researchers to grasp the interaction of complexity criteria for complexity prioritization. Later studies can apply the proposed framework, with some minor revisions, to assess the interaction of criteria in other research topics in, and beyond, project complexity. Results of the case study suggest project stakeholders focusing on complex interactions among criteria to reduce project complexity.Originality/valueThis study contributes to the body of knowledge by providing a comprehensive complexity prioritization framework that grasps the interrelationship of complexity criteria. For stakeholders of ID projects, the findings provide insightful perspectives to understand complexity, which can help to enhance project performance.

An analytic network process model for hospital facilities management performance evaluation

Facilities ◽  
2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Joseph H.K. Lai ◽  
Huiying (Cynthia) Hou ◽  
David J. Edwards ◽  
P.L. Yuen
Keyword(s):  
Performance Evaluation ◽  
Performance Indicators ◽  
Process Model ◽  
Evaluation Model ◽  
Analytic Network Process ◽  
Facilities Management ◽  
Focus Group Study ◽  
Content Type ◽  
Network Process

Purpose This study aims to establish a rigorous model that can pragmatically evaluate the facilities management (FM) performance of hospitals. Design/methodology/approach Among the applicable performance indicators that were identified from extant literature, a focus group study shortlisted ten key performance indicators (KPIs) in four categories (safety, physical, financial and environmental) and verified their practicality. Using the analytic network process (ANP) method to process the focus group’s responses yielded importance weightings for the KPIs and developed the intended evaluation model. This model was then validated by a case study. Findings From the empirical data collected, two types of FM performance data and two scenarios of KPI scores were identified. To process these data and scores, a robust calculation method was devised and then proved useful in obtaining an overall score for holistic hospital FM performance. The case study confirmed the appropriateness and validity of the model developed. Research limitations/implications Through illustrating how the ANP method could be applied to develop an FM performance evaluation model, the study contributes knowledge to the multi-criteria decision-making domain. Despite the geographical limitation of the model established (i.e. centered around a group of hospitals investigated in Hong Kong), the study can serve as a reference for developing performance evaluation models for other buildings or infrastructures globally. Practical implications The model constitutes a practical tool for evaluating the FM performance of hospitals. Using this model on a regular basis will enable performance benchmarking and hence, continuous improvement of FM services. Originality/value The ANP model established is the first of its kind tailored for evaluation of hospital FM performance.

An analytic network process (ANP) model to examine LEED-certified buildings’ operational performance

2017 ◽  
Vol 7 (4) ◽  
pp. 366-376 ◽  
Author(s):  
Gulbin Ozcan Deniz
Keyword(s):  
Life Cycle ◽  
Analytic Network Process ◽  
Economic Life ◽  
The Body ◽  
Assessment Model ◽  
Operational Performance ◽  
Building Performance ◽  
Extensive Literature ◽  
Content Type ◽  
Network Process

Purpose The purpose of this paper is to create and present a Leadership in Energy and Environmental Design New Construction (LEED NC) building performance assessment model that will identify and prioritize external parameters affecting a LEED-certified building’s operational performance. Design/methodology/approach The uncertainty associated with external parameters affecting a LEED-certified building’s operational performance is examined through the use of analytic network process (ANP). An ANP model is created based on the extensive literature research and experiences of professionals in the green building industry. Eight case studies are analyzed, and data collected through interviews with experts are utilized in prioritizing external parameters affecting buildings’ operational performance. Findings The findings show that the most important external parameters affecting a LEED-certified building’s operational performance are lack of enhanced commissioning, lack of life cycle assessment/life cycle costing analysis, lack of energy modeling, and lack of knowledge in green technology. The results demonstrate that both asset value and profit, as well as the economic life of the facility, are mostly affected by the energy efficiency of the building, and consequently LEED NC energy and atmosphere category. Originality/value This research contributes to the body of knowledge on green architecture by defining and prioritizing external parameters and their relationships to operational building performance in LEED NC projects. The proposed model can be used by construction managers and facility managers to operate LEED-certified buildings better and reduce environmental impacts throughout the functional life cycle of the building.

Designing simple productive waqf models for Indonesia

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ascarya Ascarya ◽  
Muhamad Nadratuzzaman Hosen ◽  
Siti Rahmawati
Keyword(s):  
Islamic Law ◽  
Group Discussion ◽  
Well Being ◽  
Analytic Network Process ◽  
Ethical Business ◽  
Content Type ◽  
Partnership Model ◽  
Network Process ◽  
Moral Ethics ◽  
Socio Economic Variables

Purpose Productive waqf is one type of ethical business/investment, which should comply to Islamic law, with so many models to choose from. The purpose of this study is to determine factors of simple productive waqf, propose several simple productive waqf models and select the best simple productive waqf models appropriate to be adopted by waqf institution in Indonesia. Design/methodology/approach This study applies the analytic network process, including field survey, focused group discussion and in-depth interview, with two groups of respondents, namely, expert and waqf practitioner. Findings The results show that the determinants of simple productive waqf in Indonesia are the waqf institution, productive waqf asset to be developed, how to finance the productive waqf, how to manage the productive waqf and the compliance of productive waqf. Proposed productive waqf models include cash-waqf and self-managed model, Islamic bank financing and self-managed model, Sukuk and external partnership model, cash-waqf and external partnership and cash-waqf + co-financing and external partnership. Moreover, the best simple productive waqf model is cash-waqf and self-managed model, followed by cash-waqf and external partnership, where they could achieve the most in all socio-economic variables, well-being compliance and moral/ethics within the theory of unity of knowledge, Tawhid. Research limitations/implications The simple productive waqf models proposed are not exhaustive, since there are so many variations of the model. Moreover, the case and respondents are all Indonesian, so that the results are possibly only applicable to Indonesia. Practical implications To increase the probability of successful productive waqf development, waqf institutions could apply cash-waqf and self-managed model first, while other models could be applied in staged in line with waqf institution experience. Social implications The successful development of productive waqf could increase the social programs provided by waqf institutions to the society. Originality/value Productive waqf development is desperately needed due to many unproductive waqf lands in Indonesia, while studies have been limited, and there is no study discussing the productive waqf model appropriate for Indonesia.

Humanitarian relief chain agility: identification and evaluation of enabling factors

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mosayeb Dashtpeyma ◽  
Reza Ghodsi
Keyword(s):  
Evaluation Process ◽  
Analytic Network Process ◽  
Fuzzy Decision Making ◽  
Humanitarian Relief ◽  
Enabling Factors ◽  
Content Type ◽  
Integrated Framework ◽  
Evaluation Approach ◽  
Road Map ◽  
Network Process

PurposeThis research paper aims to identify and evaluate the enabling factors of agility capability in humanitarian relief chain network.Design/methodology/approachThe research phases were implemented based on an integrated framework. First, a reference framework of the enablers has been constructed based on a literature review. Then, a hybrid evaluation approach is applied that combines fuzzy decision-making trial and evaluation laboratory (DEMATEL) and analytic network process (ANP) to achieve reliable results. It provides a road map to identify and evaluate the interactions between the enabling factors and determines the weights correspond to their relative importance. This approach takes advantage of fuzzy set theory to deal with ambiguities, uncertainties and vagueness inherent in the evaluation process.FindingsRelief chain agility is a vital determinant of the effectiveness to succeed humanitarian missions during and after natural and unnatural disasters such as earthquakes, epidemics and terrorist attacks. Results shed light on the essential enabling factors, relationships among them, and their importance for developing humanitarian relief chain agility enhancing the overall performance quality.Originality/valueThe integrated framework is implemented for the Red Crescent, a nongovernmental organization in Iran, which is trying to optimize the agility of their humanitarian relief chain network. In short, the findings are beneficial for identification and utilization of the essential prerequisites of agility in order to develop an agile humanitarian relief chain.

Supplier evaluation with order allocation in mega-projects

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Davoud Yadegari ◽  
Soroush Avakh Darestani
Keyword(s):  
Decision Making ◽  
Reliability And Validity ◽  
Analytic Network Process ◽  
Supplier Evaluation ◽  
Content Type ◽  
Analysis Techniques ◽  
Measurement Tools ◽  
Network Process ◽  
Future Work

Purpose The purpose of this study is to provide a model for evaluating, prioritizing and allocating orders to suppliers in the supply chain for mega-projects. Design/methodology/approach By using an integrated model (based on fuzzy analytic network process), suppliers are selected and the appropriate amounts are allocated to them in mega-projects. Initially, a hierarchical model of the research method was introduced. Then, the results on reliability and validity analysis of research measurement tools were presented. Finally, prioritization and allocation of orders to suppliers, with a case study of Iran Mall project, was carried out using Decision Making Trial and Evaluation Laboratory (DEMATEL) and analytic network process (ANP). T-test was used to evaluate the research hypotheses. Findings The findings were examined against conventional numerical analysis techniques. Finally, implication and recommendations for future work were presented. Originality/value The originality of this work is about using multi-criteria decision-making techniques for evaluating suppliers in mega-projects.

scholarly journals EVALUASI SEKOLAH SATU ATAP TERPADU DENGAN MENGGUNAKAN ANALISIS SWOT-ANALYTIC NETWORK PROCESS (STUDI KASUS DI KABUPATEN PURWAKARTA)

2019 ◽  
pp. 271
Author(s):  
Abi Revyansah Perwira ◽  
Bayu Kharisma
Keyword(s):  
Junior High School ◽  
Swot Analysis ◽  
Analytic Network Process ◽  
School Level ◽  
High School Level ◽  
Delegation Of Authority ◽  
Network Process ◽  
One Stop ◽  
Junior High School Level

Abstract: Integrated One-Stop School Evaluation Using Analysis SWOT-Analytic NetworkProcess (Case Study in Purwakarta Regency). One way to reduce dropout rates is through aSekolah Satu Atap Terpadu. One of the regencies in West Java that has organized a SekolahSatu Atap Terpadu as well as the object of this research is Purwakarta regency. By using SWOTAnalyticNetwork Process(ANP)analysis, thisstudyseekstoevaluatewhile providingalternativepolicies for the development of Sekolah Satu Atap Terpadu in Purwakarta regency. The data inthis study were obtained by filling out questionnaires by respondents online through Google Form,where respondents were actors who were directly involved in the implementation of a SekolahSatu Atap Terpadu. From the analysis results obtained Strengths and Threats occupy the highestvalue. Strengths include students could continue their education up to junior high school level andlocal government supports both in terms of budget and curriculum. While Threats, among others,school management has become more complex and the delegation of authority from the central andregional governments is not clear. Therefore, the ST strategy can be used as an alternative policyin increasing Strengths and minimizing Threats.Keywords: Sekolah Satu Atap Terpadu; SWOT Analysis; Analytic Network Process (ANP).

Teachers' learning in extraordinary times: shifting to a digitally facilitated approach to lesson study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
James Calleja ◽  
Patrick Camilleri
Keyword(s):  
Technology Use ◽  
Lesson Study ◽  
Group Discussion ◽  
Content Type ◽  
Self Reflection ◽  
Opportunities For Learning ◽  
Study Process ◽  
The University ◽  
Practical Implications

PurposeThe research reported in this paper brings forth the experiences of three teachers working in different schools. These teachers learned about lesson study through a course offered at the University of Malta while, at the same time, leading a lesson study with colleagues at their school. With the COVID-19 outbreak, these teachers had, out of necessity, to adopt and accommodate for their lesson study to an exclusive online approach. This paper, hence, focuses on teachers' learning as they shifted their lesson study online.Design/methodology/approachThis paper presents a case study that delves into the experiences and perceptual insights that these teachers manifested in shifting to an exclusive online lesson study situation. Data collection is derived from a focus group discussion, teacher reflective entries and detailed reports documenting the lesson study process and experiences. Employing technological frames as the theoretical lens, a description-analysis-interpretation approach was employed to analyse and interpret reflections and grounded experiential perceptions that the respondents disclosed during their lesson study journey.FindingsNotwithstanding their initial discerned sense of loss and unpreparedness of being constrained to migrate lesson study to exclusive online means, teachers eventually recognised that digitally mediated collaborative practices enhanced self-reflection about the lesson study process. Therefore, the extraordinary situation that the teachers in this study experienced not only disrupted their modus operandi but also allowed them to discern new opportunities for learning about digital technology use in lesson study.Practical implicationsDisruption, brought about by unforeseen circumstances, takes teachers and professional development facilitators out of their comfort zones, invariably helping them grow out of their limitations and rethink lesson study practices.Originality/valueIntentionally driven disruptions prompt teachers to resolve their dissatisfactory situations by thinking out of the box, eventually helping them to improve their professional practices.

Schedule and cost overrun analysis for R&D projects using ANP and system dynamics

2017 ◽  
Vol 34 (9) ◽  
pp. 1551-1567 ◽  
Author(s):  
Sandeep Kumar ◽  
J.J. Thakkar
Keyword(s):  
System Dynamics ◽  
Risk Mitigation ◽  
Analytic Network Process ◽  
Raw Material ◽  
Design Stage ◽  
Economic Factors ◽  
Cost Overrun ◽  
Individual Factor ◽  
Content Type ◽  
Network Process

Purpose Schedule and cost overrun analysis for a typical research & development (R&D) project is necessary to identify and mitigate the non-feasible alternatives at the design stage. Typically, this should include an analysis of technological and economic factors of R&D project. This paper aims to discuss these issues. Design/methodology/approach This research proposes an integrated analytic network process (ANP) and reusable system dynamics (SD) model for a quick and strategically consistent decision making. The technological and economic factors of R&D project were first identified and compiled through a systematic literature review. An ANP model was first developed for calculating Risk Priority Index (RPI) for set of technological and economic factors. The computed RPI are considered as an input to SD models. Two SD models (technological and economic) are developed to undertake a detailed investigation on effect of individual factor on schedule and cost overrun. The approach is exemplified for a case of government R&D project in India. Findings ANP identifies “Testing & qualification facility” and “Raw material availability” as the highest RPI factors. A detailed sensitivity analysis of SD models suggests that technological factors such as “Design Changes,” “Hidden Activities,” and “Lack of Expertise” and economic factors such as “Project delays,” “Unexpected incidents” and “Conflicts” have the highest influence on schedule and cost overrun. Practical implications The outcomes of this research can help managers to estimate the severity of various technological and economic factors on cost and schedule overrun and develop an adequate risk mitigation contingency plan. Originality/value In case of R&D projects where systems are being developed for the first time, changes are inevitable, and hence schedule and cost management plays a very important role in its success. This paper proposes an integrated reusable approach of ANP and SD for analyzing the influence of technological and economic factors on schedule and cost overrun of R&D project.

Modeling brand resonance score (BRS) – an application in financial services

2018 ◽  
Vol 13 (1) ◽  
pp. 119-136 ◽  
Author(s):  
Ande Raja Ambedkar ◽  
Punniyamoorthy Murugesan ◽  
N. Thamaraiselvan
Keyword(s):  
Mutual Fund ◽  
Financial Services ◽  
Structural Equation ◽  
Analytic Network Process ◽  
Equation Modeling ◽  
Service Firms ◽  
Content Type ◽  
Fund Managers ◽  
Network Process ◽  
Brand Resonance

Purpose The experts in industry and academicians value brand resonance is the prerequisite factor in the firms of financial services. In this regard, the purpose of this paper is to model the brand resonance score (BRS) for modified customer-based brand equity (CBBE) model in mutual fund financial services using structural equation modeling (SEM) and analytic network process (ANP). Design/methodology/approach Criteria and sub-criteria relative weights are calculated from the SEM and sub-sub-criteria relative weights are measured through pair-wise comparison matrix for BRS modeling using ANP approach. Findings The brand resonance using ANP has been quantified, and BRSs of each brand through brand judgments and brand feelings criteria are calculated using two renowned Indian mutual fund services brands State Bank of India and Hong Kong and Shanghai Banking Corporation. Research limitations/implications Interdependency between sub-criteria are not explored. This research study is specific to Indian bank mutual fund services context. Practical implications Research findings provide useful guidelines for fund managers/analysts of mutual fund service firms to improve the brand resonance to investors. Originality/value The paper explained modeling BRS using ANP technique which helps organizations quantify the brand resonance effectively.

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