Applications of structural equation modeling in humanitarian operations
a literature review
DOI:
https://doi.org/10.14488/1676-1901.v21i4.4347Keywords:
Humanitarian Operations, Literature Review, Structural Equation ModelingAbstract
Humanitarian operations have the primary purpose of saving lives and providing relief to the people affected by disasters. Due to the high number of disasters that occurred worldwide, the research in the domain of humanitarian operations has increased. Adequate tooling and systematic procedures are increasingly focusingon the humanitarian context to minimize the difficulties faced by operations. Thus, this article aims to review the existing literature related to applying structural equation modeling in humanitarian operations to understand the main topics covered by the studies. A review of 17 published documents provides descriptive background, such as evolution per year, main publication channels, the number of citations, and content analysis. The results show six main topics: coordination, performance management, communication, social inequality, readiness/agility, and integration. Based on that, the study offers some suggestions for future research.
Downloads
References
AHMED, W., NAJMI, A., KHAN, F., & AZIZ, H. Developing and analyzing framework to manage resources in humanitarian logistics.Journal of Humanitarian Logistics and Supply Chain Management, v. 9 n.2,p. 270-291, 2019. https://doi.org/10.1108/JHLSCM-01-2019-0012
BARDHAN,A.K.; DANGI, H.K. Drivers and indicators of performance in relief chain: An empirical study.Global Business Review, v. 17, n. 1, p. 88-104, 2016.https://doi.org/10.1177/0972150915610693
BEHL, A.; DUTTA, P. Social and financial aid for disasterrelief operations using CSR and crowdfunding.Benchmarking: An International Journal, v. 27, n. 2, p. 732-759, 2019.https://doi.org/10.1108/BIJ-08-2019-0372
BEHL, A.; DUTTA, P.;SHEOREY, P.;SINGH, R. K. (2020). Examining the role of dialogic communication and trust indonation-based crowdfunding tasks using information quality perspective.The TQM Journal, p. 1754-2731. https://doi.org/10.1108/TQM-06-2020-0139
BEHL, A.; DUTTA P. Humanitarian supply chain management: A thematic literature review and future directions of research. Annals of Operations Research, p.1-44, 2018.https://doi.org/10.1007/s10479-018-2806-2
BERZIN, S.C.; LEE, H.; LEONG, A.D. Social entrepreneurship as intervention: Findings from a venture development program for marginalized youth.Child & Youth Services, v. 39, n. 4, p. 211-227, 2018.https://doi.org/10.1080/0145935X.2018.1485094
CRED, CENTRE OF RESEARCH FOR THE EPIDEMIOLOGY OF DISASTERS(2020a), Human cost of disasters: an overview of the last 20 years 2000 –2019, available at: https://www.emdat.be/publications.accessed in: Mar 16, 2020.
CRED, CENTRE OF RESEARCH FOR THE EPIDEMIOLOGY OF DISASTERS(2020b) CRED Crunch 60: technological disasters, available at: https://www.emdat.be/publications. Aaccessed in: Mar 16, 2020.
DE FARIAS OLIVEIRA CARDOSO B.,FONTAINHA T.C., LEIRAS A. Performance indicators in humanitarian operations from the beneficiary perspective: a systematic literature Review. In: LEIRAS A., GONZÁLEZ-CALDERÓN C., DE BRITO JUNIOR I., VILLA S., YOSHIZAKI H. (eds) Operations Management for Social Good.POMS 2018. In: BUSINESS AND ECONOMICS. [Proceedings...].Springer, Cham (2020).https://doi.org/10.1007/978-3-030-23816-2_27
DÍAZ, H. L.; IMITOLA, K. A.; ROBLES, M. A. B.; NIÑO,P. N. N.; QUEZADA, D. O. M. A memetic algorithm for location routingproblem with time windows for the attention of seismic disasters: a case study from Bucaramanga, Colombia. INGECUCv. 14, n. 1, p. 75-86, 2018.https://doi.org/10.17981/ingecuc.14.1.2018.7
DUBEY, R.; ALTAY, N.; BLOME, C. Swift trust and commitment: The missing links for humanitarian supply chain coordination?Annals of OperationsResearch, v. 283, n. 1, p. 159-177, 2019. https://doi.org/10.1007/s10479-017-2676-z
DUBEY, R.;BRYDE, D. J.;FOROPON, C.;GRAHAM, G.;GIANNAKIS, M.;MISHRA, D. B. Agility in humanitariansupply chain: an organizational information processing perspective and relational view.Annals of Operations Research,p. 1-21, 2020. https://doi.org/10.1007/s10479-020-03824-0E
CONOMIC COMMISSION FOR LATIN AMERICA AND THE CARIBBEAN(ECLAC). Social Panorama of Latin America, 2018 (LC/PUB.2019/3-P), Santiago, 2019.
FONTAINHA, T. C.; LEIRAS, A.; BANDEIRA, R. A. M.; SCAVARDA, L. F. Public-Private-People Relationship Stakeholder Model for disaster and humanitarian operations. International Journal of Disaster Risk Reductionv. 22, p. 371-386, 2017. https://doi.org/10.1016/j.ijdrr.2017.02.004
FONTAINHA, T. C., SILVA, L. D. O., DE LIRA, W. M., LEIRAS, A., BANDEIRA, R. A. D. M., & SCAVARDA, L. F. Reference process model for disaster response operations.International Journal of Logistics Research and Applications, p. 1-26,2020.https://doi.org/10.1080/13675567.2020.1789080
HAIR, J. F.; BLACK,W.C.;BABIN,B. J.;ANDERSON,R. E.;TATHAM,R. L.Análise multivariada de dados. 6. ed. Porto Alegre: Bookman,2009.
KABRA, G.;RAMESH, A.; AKHTAR, P.; DASH, M. K. (2017). Understanding behavioural intention to use information technology: Insights from humanitarian practitioners.Telematics and Informatics, v. 34, n. 7, p. 1250-1261, 2017.https://doi.org/10.1016/j.tele.2017.05.010
KHAN, M.; LEE, H. YONG, B.; JUNG H. The Role of Transparency in Humanitarian Logistics.Sustainability, v. 11, n. 7, p. 2078, 2019.https://doi.org/10.3390/su11072078
KHAN, M.;SARMAD, M.;ULLAH, S.; BAE,J. Education for sustainable development in humanitarian logistics.Journal of Humanitarian Logisticsand Supply Chain Management, p. 2042-6747, 2020.https://doi.org/10.1108/JHLSCM-03-2020-0022
KOVÁCS, G.; SPENS, K. Identifying challenges in humanitarian logistics.International Journal of Physical Distribution & Logistics Management, v. 39, n. 6, p. 506-528, 2009. https://doi.org/10.1108/09600030910985848
LEIRAS, A.; BRITO JR, I.; PERES, E. Q.; BERTAZZO, T. R.; YOSHIZAKI, H. T. Y. Literature review of humanitarian logistics research: trends and challenges. Journal of Humanitarian Logistics and Supply Chain Management, v. 4, n.1, p.95-130, 2014.https://doi.org/10.1108/JHLSCM-04-2012-0008
MAGHSOUDI, A.; PAZIRANDEH, A. Visibility, resource sharing and performance in supply chain relationships: insights from humanitarian practitioners.Supply Chain Management: An International Journal, v. 21, n. 1 p. 125 –139, 2016.https://doi.org/10.1108/SCM-03-2015-0102
MARCU, N.; SIMINICĂ, M.; NOJA, G. G.; CRISTEA, M.; DOBROTĂ, C. E. Migrants’ integration on the european labor market: a spatial bootstrap, sem and network approach.Sustainability, v. 10, n.12, p. 4543, 2018.https://doi.org/10.3390/su10124543
MONGEON, P.; PAUL-HUS, A. The journal coverage of web of science and scopus: a comparative analysis. Scientometrics, v. 106, p. 213-228, 2016.https://doi.org/10.1007/s11192-015-1765-5
MOHER, D., LIBERATI, A., TETZLAFF, J., ALTMAN, D.G., Prisma Group. Preferred reporting Items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med.v. 6, n. 7, 2009.https://doi.org/10.1371/journal.pmed.1000097
NAMAGEMBE, S. Enhancing service delivery in humanitarian relief chains: the role of relational capital.Journal of Humanitarian Logistics and Supply Chain Management, v. 10, n. 2,p.169-203, 2020. https://doi.org/10.1108/JHLSCM-06-2019-0038
OLIVEIRA, P. H. G. Modelagemde equações estruturais aplicada ao estudodas relações entre qualidade e diversidade da fauna no sistema solo-serapilheira.(Tese de doutorado)-Centro de Ciênciase Tecnologias Agropecuárias –Universidade Estadual do Norte Fluminense Darcy Ribeiro, 2016.
PAZIRANDEH, A.; MAGHSOUDI, A. Improved coordination during disaster relief operations through sharing of resources.Journal of the operational research society, v. 69, n. 8, p. 1227-1241, 2018.https://doi.org/10.1080/01605682.2017.1390530
PILATI, Ronaldo; LAROS, Jacob Arie. Modelos de equações estruturais em psicologia: conceitos e aplicações.Psicologia: teoria e pesquisa, v. 23, n. 2, p. 205-216, 2007.https://doi.org/10.1590/S0102-37722007000200011
RUSSELL, T. E. The humanitarian relief supply chain: analysis of the 2004 south east asia earthquake and tsunami. MLog Thesis, MIT, 2005.
SANTOS, H. G. D.,NASCIMENTO, C. F. D., IZBICKI, R., DUARTE, Y. A. D. O., CHIAVEGATTO FILHO, P.; DIAS, A. Machine learning para análises preditivas em saúde: exemplo de aplicação para predizer óbito em idosos de São Paulo, Brasil.Cadernos de Saúde Pública,35, e00050818, 2019.https://doi.org/10.1590/0102-311x00050818
SEURING, S.; GOLD, S. Conducting content‐analysis based literature reviews in supply chain management. Supply Chain Management:An International Journal, v.17, n.5, p.544-555, 2012.https://doi.org/10.1108/13598541211258609
SHAFIQ, M., & SORATANA, K. Lean readiness assessment model–a tool for Humanitarian Organizations' social and economic sustainability.Journal of Humanitarian Logistics and Supply Chain Management,v.10, n. 2,2020. https://doi.org/10.1108/JHLSCM-01-2019-0002SI
BURIAN, M. E. Fiscal decentralization and regional income inequality: evidence from Indonesia.Applied Economics Letters,v. 27, n.17, p.1383-1386, 2020. https://doi.org/10.1080/13504851.2019.1683139
SILVA, J. F., COSTA, L. S. V., & LANZER, E. A. Considerações sobre a aplicação da modelagem de equações estruturais em Estratégia.In:ENCONTRO NACIONAL DA ASSOCIAÇÃO NACIONAL DE PÓS-GRADUAÇÃO EM ADMINISTRAÇÃO,31.,2007. [Anais...]. 2007.
TORRACO, R. J.Writing integrative literature reviews: Using the past and present to explore the future”,Human Resource Development Review,v. 15, p.404-428, 2016.https://doi.org/10.1177/1534484316671606
THOMÉ, A. M. T.; SCAVARDA, L. F.; SCAVARDA, A. J.Conducting systematic literature review inoperations management. Production Planning & Control,v. 27, n. 5, p.408-420, 2016.https://doi.org/10.1080/09537287.2015.1129464
VAN WASSENHOVE, L. N. Humanitarian aid logistics: supply chain management in high gear.Journal of the Operational Research Society,v. 57, n. 5, p. 475-489, 2006. https://doi.org/10.1057/palgrave.jors.2602125
VILLA, S., GONÇALVES, P., & ODONG, T. V. Understanding the contribution of effective communication strategies to program performance in humanitarian organizations.Journal of Humanitarian Logistics andSupply Chain Management, v. 7 n. 2, p. 126-151, 2017. https://doi.org/10.1108/JHLSCM-05-2016-0021
ZORN, M. Natural Disasters and Less Developed Countries.Nature, Tourism and Ethnicity as Drivers of (De) Marginalization. Springer, Cham, v. 3, p. 59-78, 2018. https://doi.org/10.1007/978-3-319-59002-8_4
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Revista Produção Online
This work is licensed under a Creative Commons Attribution 4.0 International License.
The Journal reserves the right to make spelling and grammatical changes, aiming to keep a default language, respecting, however, the style of the authors.
The published work is responsibility of the (s) author (s), while the Revista Produção Online is only responsible for the evaluation of the paper. The Revista Produção Online is not responsible for any violations of Law No. 9.610 / 1998, the Copyright Act.
The journal allows the authors to keep the copyright of accepted articles, without restrictions
This work is licensed under a Creative Commons License .
