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Seifian A, Bahrami M, Shokouhyar S, Shokoohyar S. Data-based drivers of big data analytics utilization: moderating role of IT proactive climate. BENCHMARKING-AN INTERNATIONAL JOURNAL 2023. [DOI: 10.1108/bij-11-2021-0670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
PurposeThis study uses the resource-based view (RBV) and isomorphism to investigate the influence of data-based resources (i.e. bigness of data, data accessibility (DA) and data completeness (DC)) on big data analytics (BDA) use under the moderation effect of organizational culture (i.e. IT proactive climate). It also analyzes the possible relationship between BDA implementation and value creation.Design/methodology/approachThe empirical validation of the research model was performed through a cross-sectional procedure to gather survey-based responses. The data obtained from a sample of 190 IT executives having relevant educational backgrounds and experienced in the field of big data and business analytics were analyzed using structural equation modeling.FindingsBDA usage can generate significant value if supported by proper levels of DA and DC, which are benefits obtained from the bigness of data (high volume, variety and velocity of data). In addition, data-driven benefits have stronger impacts on BDA usage in firms with higher levels of IT proactive climate.Originality/valueThe present paper has extended the existing literature as it demonstrates facilitating characteristic of data-based resources (i.e. DA and DC) on BDA implementation which can be intensified with an established IT proactive climate in the firm. Additionally, it provides further theoretical and practical insights which are illustrated ahead.
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Cunha LRA, Antunes BBP, Rodrigues VP, Ceryno PS, Leiras A. Measuring the impact of donations at the Bottom of the Pyramid (BoP) amid the COVID-19 pandemic. ANNALS OF OPERATIONS RESEARCH 2022; 335:1-31. [PMID: 35039706 PMCID: PMC8754524 DOI: 10.1007/s10479-021-04378-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 10/21/2021] [Indexed: 06/14/2023]
Abstract
The governments' isolation measures to contain the transmission of COVID-19 imposed a dilemma for the people at the bottom of the pyramid. Since these people have very unreliable sources of income, a dilemma arises: they must either work under risky conditions or refrain from work and suffer from income cuts. Emergency donations of food and cleaning supplies in a pandemic context might be overlooked by government and civil society actors. This paper aims to model the effects of donations on mitigating the negative effects of COVID-19 on vulnerable communities. Applying the system dynamics method, we simulated the behaviour of the pandemic in Rio de Janeiro (Brazil) communities and the impacts that donations of food and cleaning supplies have in these settings. We administered surveys to the beneficiaries and local organisations responsible for the final distribution of donations to gather information from the field operations. The results show that increasing access to cleaning supplies in communities through donations can significantly reduce coronavirus transmission, particularly in high-density and low-resource areas, such as slums in urban settings. In addition, we also show that food donations can increase the vulnerable population's ability to afford necessities, alleviating the stress caused by the pandemic on this portion of the population. Therefore, this work helps decision-makers (such as government and non-governmental organisations) understand the impacts of donations on controlling outbreaks, especially under COVID-19 conditions, in a low-resource environment and, thus, aid these hard-to-reach populations in a pandemic setting.
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Affiliation(s)
- Luiza Ribeiro Alves Cunha
- Department of Industrial Engineering, Pontifical Catholic University of Rio de Janeiro, Marquês de São Vicente St., 225 – Gávea, Rio de Janeiro, RJ 22541-041 Brazil
| | - Bianca B. P. Antunes
- Department of Industrial Engineering, Pontifical Catholic University of Rio de Janeiro, Marquês de São Vicente St., 225 – Gávea, Rio de Janeiro, RJ 22541-041 Brazil
| | | | - Paula Santos Ceryno
- Department of Production Engineering, Federal University of the State of Rio de Janeiro, Pasteur Av., 296 – Urca, Rio de Janeiro, RJ 22290-240 Brazil
| | - Adriana Leiras
- Department of Industrial Engineering, Pontifical Catholic University of Rio de Janeiro, Marquês de São Vicente St., 225 – Gávea, Rio de Janeiro, RJ 22541-041 Brazil
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Jana RK, Sharma DK, Mehta P. A probabilistic fuzzy goal programming model for managing the supply of emergency relief materials. ANNALS OF OPERATIONS RESEARCH 2021; 319:149-172. [PMID: 34539018 PMCID: PMC8441046 DOI: 10.1007/s10479-021-04267-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
The post-disaster humanitarian logistic operations deal with the supply of emergency relief materials to mitigate damages in the affected areas. Immediately after the disaster, it is challenging to estimate the demand for emergency relief materials. As a result, the demand for such materials at the point of demand and the corresponding transportation costs for the entire supply chain network becomes uncertain. This paper proposes a new probabilistic fuzzy goal programming model for making decisions to manage the post-disaster supply of emergency relief materials. A suggested procedure converts the proposed model to its deterministic equivalent when the demands for the relief materials follow uniform distributions. We implement the differential evolution, a metaheuristic technique, for analyzing demand satisfaction for relief materials under various scenarios. A case example based on the Nepal Earthquake in 2015 demonstrates the usefulness of the proposed approach. The solution of the model will help the Disaster Management Agency coordinate with the humanitarian organizations and foreign countries to provide the required emergency relief materials so that an adequate level of supply can be assured to the affected areas with the least possible transportation cost.
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Affiliation(s)
- Rabin K. Jana
- Operations and Quantitative Methods Area, Indian Institute of Management Raipur, Atal Nagar, CG 493661 India
| | - Dinesh K. Sharma
- Department of Business, Management and Accounting, University of Maryland Eastern Shore, Princess Anne, MD 21853 USA
| | - Peeyush Mehta
- Operations Management Area, Indian Institute of Management Calcutta, Kolkata, WB 700104 India
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Abstract
Being one of the open social innovations of business entities, social responsibility is taking an important role in our society. It not only contributes to the improvement of the financial indicators of business entities, but also has a significant impact on the economic development of countries and the creation of well-being of the society members. The business contribution to environmental and social initiatives influences various economic processes and, at the same time, affects the level of poverty in countries. The purpose of this thesis is to review the concept of social responsibility and its content after the analysis of the scientific literature, and to assess the impact of social responsibility on poverty indicators after an empirical study. The assessment was performed by using the methods of analysis of the scientific literature, mathematical–statistical analysis, comparative analysis, correlation analysis, as well as by studying the presented statistical data at the level of the three Baltic States — Lithuania, Latvia, and Estonia. The conducted research manifested a significant impact of the business units operating in the production sector on the employed people who are at the brink of poverty, by categorizing them by sex, age, and education. The research revealed the negative impact of the business social responsibility that is directed towards the environment field on the poverty rates of older age (65+) residents, due to the installation of new equipment and technologies. Additionally, business investments mostly affect people with secondary, and lower than secondary, education. The influence of the actual pollution amount in the production sector, to ensure the financial stability of the society, was observed. The research results are significant not only to the Baltic region, but to other economies that are seeking to reduce the poverty level in the country, by integrating the business social responsibility as well.
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Mwangi GM, Despoudi S, Espindola OR, Spanaki K, Papadopoulos T. A planetary boundaries perspective on the sustainability: resilience relationship in the Kenyan tea supply chain. ANNALS OF OPERATIONS RESEARCH 2021; 319:661-695. [PMID: 34024979 PMCID: PMC8130987 DOI: 10.1007/s10479-021-04096-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/28/2021] [Indexed: 05/14/2023]
Abstract
The purpose of this paper is to examine whether agricultural supply chains (ASC) can be simultaneously sustainable and resilient to ecological disruptions, using the Planetary Boundaries theory. The nine different Planetary Boundaries i.e. climatic change, biodiversity loss, biogeochemical, ocean acidification, land use, freshwater availability, stratosphere ozone depletion, atmospheric aerosols and chemical pollution are examined in relation to ASC sustainability and resilience. Kenya's tea upstream supply chain sustainability and resilience from the ecological point of view is questioned. This study adopts a multi-case study analysis approach of nine producer organisations from Kenya's tea supply chain. The data from the in-depth semi-structured interviews and a focus group discussion are analysed using thematic analysis. The Kenyan tea supply chain producers are not aware of all the nine planetary boundaries, although these impact on their resilience practices. They are engaged in pursuing both sustainability and resilience practices. They implement mainly environmental practices in relation to sustainability, while only a few of them are implementing resilience practices. The sustainability and resilience concepts were found to be interrelated, but resilience does not improve at the same pace as sustainability. It is suggested that the relationship between sustainability and resilience is non-linear. Limitations and future research avenues are also provided.
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Affiliation(s)
| | | | | | - Konstantina Spanaki
- Loughborough School of Business and Economics, Loughborough University, Loughborough, UK
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Rayawan J, Tipnis VS, Pedraza-Martinez AJ. On the connection between disaster mitigation and disaster preparedness: the case of Aceh province, Indonesia. JOURNAL OF HUMANITARIAN LOGISTICS AND SUPPLY CHAIN MANAGEMENT 2021. [DOI: 10.1108/jhlscm-12-2019-0081] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThe authors investigate the role of community engagement in the connection between disaster mitigation and disaster preparedness. Using a vulnerability-to-hazard framework built by the European Union, the authors study the case of Aceh province, Indonesia, which was hit hard by Asian tsunami in 2004.Design/methodology/approachThe research design uses a single case study research. The authors study the case of Aceh province, Indonesia, by comparing improvements in disaster mitigation and disaster preparedness in a period longer than ten years beginning in 2004, right before the Asian tsunami that devastated the province. Aware that the connection between mitigation and preparedness is a broad research topic, the authors focus on the domain of pre-disaster evacuation.FindingsThe authors find that Aceh province has made substantial improvements in healthcare facilities and road quality (mitigation) as well as early alert systems and evacuation plans (preparedness). Socio-economic indicators of the community have improved substantially as well. However, there is a lack of safe sheltering areas as well as poor road signaling maintenance, which threatens the effectiveness of infrastructural improvements. The authors propose that community engagement would connect disaster mitigation and disaster preparedness. The connecting element is community-based maintenance of critical infrastructure such as road signals, which the government could facilitate by leveraging on operational transparency.Research limitations/implicationsThe findings open avenues for future research on the actionable engagement of communities in disaster mitigation and disaster preparedness.Originality/valueThis paper contributes to three areas of humanitarian logistics research: disaster management cycle (DMC), pre-disaster evacuations and community engagement in disaster management.
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Agarwal S, Kant R, Shankar R. Modeling the enablers of humanitarian supply chain management: a hybrid group decision-making approach. BENCHMARKING-AN INTERNATIONAL JOURNAL 2020. [DOI: 10.1108/bij-03-2020-0093] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThis paper intends to explore and appraise the humanitarian supply chain management enablers (HSCMEs) for efficient and effective humanitarian operations. This research aims to analyze the interaction of enablers for humanitarian supply chain management (HSCM) using a proposed hybrid framework consists of fuzzy Delphi (FD), interpretive structural modeling (ISM)–matriced impacts croises multiplication appliquee a un classement (MICMAC) and revised Simos approach.Design/methodology/approachThis research is deliberate to identify 28 HSCMEs through a literature review and experts' opinions; out of which 20 HSCMEs are selected using FD. ISM is applied to know contextual relationship among the selected HSCMEs for developing a hierarchical model. The MICMAC analysis classifies the HSCMEs based on driving power and dependence power to validate the developed hierarchical ISM structure. The revised Simos technique is used to prioritize the HSCMEs to access its relative significance in humanitarian operations.FindingsThe finding of the analysis suggests that government policy and leadership support obtained the highest priority, having high driving power and low dependence power is significantly strategic and emerged as the leading driver for the HSCM implementation.Research limitations/implicationsISM model presents an insight into interrelationship among HSCMEs, but this cannot quantify the impact of each HSCMEs.Practical implicationsDisaster relief aid agencies and stakeholders may focus on the enablers having high driving power and higher weight in designing and executing an effective and efficient humanitarian supply chain and to improve their activities and strategies of HSCM.Social implicationsThis research helps humanitarian logisticians and humanitarian organizations to make better decisions to improve their operational performance in pre and postdisaster phases.Originality/valueThis paper explores the application of proposed hybrid framework to analyze the HSCMEs that can be considered as the original contribution.
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Mutebi H, Ntayi JM, Muhwezi M, Munene JCK. Self-organisation, adaptability, organisational networks and inter-organisational coordination: empirical evidence from humanitarian organisations in Uganda. JOURNAL OF HUMANITARIAN LOGISTICS AND SUPPLY CHAIN MANAGEMENT 2020. [DOI: 10.1108/jhlscm-10-2019-0074] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
PurposeTo coordinate humanitarian organisations with different mandates that flock the scenes of disasters to save lives and respond to varied needs arising from the increased number of victims is not easy. Therefore, the level at which organisations self-organise, network and adapt to the dynamic operational environment may be related to inter-organisational coordination. The authors studied self-organisation, organisational networks and adaptability as important and often overlooked organisational factors hypothesised to be related to inter-organisational coordination in the context of humanitarian organisations.Design/methodology/approachThe study’s sample consisted of 101 humanitarian organisations with 315 respondents. To decrease the problem of common method variance, the authors split the samples within each humanitarian organisation into two subsamples: one subsample was used for the measurement of self-organisation, organisational network and adaptability, while the other was for the measurement of inter-organisational coordination.FindingsThe partial least square structural equation modelling (PLS-SEM) analysis using SmartPLS 3.2.8 indicated that self-organisation is related to inter-organisational coordination. Organisational network and adaptability were found to be mediators for the relationship between self-organisation and inter-organisational coordination and all combined accounted for 57.8% variance in inter-organisational coordination.Research limitations/implicationsThe study was cross sectional, hence imposing a limitation on changes in perceptions over time. Perhaps, a longitudinal study in future is desirable. Data were collected only from humanitarian organisations that had delivered relief to refugees in the stated camps by 2018. Above all, this study considered self-organisation, adaptability and organisational networks in the explanation of inter-organisational coordination, although there are other factors that could still be explored.Practical implicationsA potential implication is that humanitarian organisations which need to coordinate with others in emergency situations may need to examine their ability to self-organise, network and adapt.Social implicationsSocial transformation is a function of active social entities that cannot work in isolation. Hence, for each to be able to make a contribution to meaningful social change, there is need to develop organisational networks with sister organisations so as to secure rare resources that facilitate change efforts coupled with the ability to reorganise themselves and adapt to changing environmental circumstances.Originality/valueThe paper examines (1) the extent to which self-organisation, adaptability and organisational networks influence inter-organisational coordination; (2) the mediating role of both adaptability and organisational networks between self-organisation and inter-organisational coordination in the context of humanitarian organisations against the backdrop of complex adaptive system (CAS) theory.
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Behl A, Dutta P, Sheorey P, Singh RK. Examining the role of dialogic communication and trust in donation-based crowdfunding tasks using information quality perspective. TQM JOURNAL 2020. [DOI: 10.1108/tqm-06-2020-0139] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PurposeThe study explores the role of dialogic public communication and information quality (IQ) in evaluating the operational performance of donation-based crowdfunding (DBC) tasks. These tasks are primarily used to support disaster relief operations. The authors also test the influence of cognitive trust and swift trust as moderating variables in explaining the relationship between both IQ and dialogic communication with operational performance.Design/methodology/approachThe authors used a primary survey to test the hypotheses. A total of 203 responses were collected from multiple crowdfunding platforms. The authors used archival data from task creators on donation-based crowdfunding platforms, and a structured questionnaire is also used to collect responses. Data are analyzed using Warp PLS 6.0. Warp PLS 6.0 works on the principle of partial least square (PLS) structured equation modeling (SEM) and has been used widely to test path analytical models.FindingsThe authors found out that the operational performance is explained significantly by the quality of information and its association with dialogic public communication. The results support the arguments offered by dialogic public communication theory and trust transfer theory in assessing the operational success of DBC. The study also confirms that cognitive trust positively moderates the relationship between IQ and organizational public dialogic communication and operational performance. It is also revealed that the duration of the DBC task has no significant control over dialogic public communication.Practical implicationsThe study lays practical foundations for task creators on DBC platforms and website designers as it sets the importance of both IQ and dialogic communication channels. The communication made by the task creator and/or the DBC platforms with the donors and potential donors in the form of timely and appropriate information forms the key to the success of any DBC task. The study also helps task creators choose a suitable platform to improve performance.Originality/valueThe authors propose a unique framework by integrating two theoretical perspectives: dialogic public relation theory and trust transfer theory in understanding the operational performance of donation-based crowdfunding tasks. The authors address DBC tasks catering to disaster relief operations by collecting responses from task creators on DBC platforms. The study uniquely positions itself in the area of information and communication.
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Modgil S, Singh RK, Foropon C. Quality management in humanitarian operations and disaster relief management: a review and future research directions. ANNALS OF OPERATIONS RESEARCH 2020; 319:1045-1098. [PMID: 32836617 PMCID: PMC7322719 DOI: 10.1007/s10479-020-03695-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Quality management has been widely discussed in the literature, and recent special issues on humanitarian supply chains and relief operations have emphasized the increasing importance of quality management in this key emerging area. In this paper, we provide an extensive literature review in the field of quality management in humanitarian operations and disaster relief management. Our comprehensive review, comprising 61 articles published from 2009 to 2018, leads to the identification of enablers (e.g., transparency, policy framework), challenges (e.g., financial services, identity protection), and theory development approaches, as well as numerous research gaps that must be addressed.
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Affiliation(s)
- Sachin Modgil
- International Management Institute (IMI), Kolkata, 2/4 C, Judges Ct Rd, Alipore, Kolkata, West Bengal 700027 India
| | - Rohit Kumar Singh
- International Management Institute (IMI), Kolkata, 2/4 C, Judges Ct Rd, Alipore, Kolkata, West Bengal 700027 India
| | - Cyril Foropon
- Montpellier Business School (MBS), France, 2300 Avenue des Moulins, 34185 Montpellier, France
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