Healthcare supply chain risk assessment KPIs: an empirical study using PLS-SEM
Pedro Senna; Augusto Reis; Julio de Guimarães; Lino Guimarães Marujo; Ana Carla de Souza Gomes dos Santos; Eliana Andrea Severo
Abstract
Keywords
References
Al-Kassab, Z. J., Ouertani, M., Schiuma, G., & Neely, A. (2014). Information visualization to support management decisions.
Antonelli, D., & Bruno, G. (2015). Application of process mining and semantic structuring towards a lean healthcare network. In L. M. Camarinha-Matos, F. Bénaben & W. Picard (Eds.),
Aoun, M., & Hasnan, N. (2013). Lean production and TQM: complementary or contradictory driving forces of innovation performance?
Arnaboldi, M., Lapsley, I., & Steccolini, I. (2015). Performance management in the public sector: the ultimate challenge.
Barroso, A. P., Machado, V. H., Barros, A. R., & Cruz-Machado, V. (2010, December 7-10). Toward a resilient supply chain with supply disturbances. In Institute of Electrical and Electronics Engineers (Org.),
Bhamra, R., Dani, S., & Burnard, K. (2011). Resilience: the concept, a literature review and future directions.
Cai, J., Liu, X., Xiao, Z., & Liu, J. (2009). Improving supply chain performance management: a systematic approach to analyzing iterative KPI accomplishment.
Cardoso, S. R., Barbosa-Póvoa, A. P., Relvas, S., & Novais, A. Q. (2015). Resilience metrics in the assessment of complex supply-chains performance operating under demand uncertainty.
Carvalho, H., Cruz-Machado, V., & Tavares, J. G. (2012). A mapping framework for assessing supply chain resilience.
Cavalcante, P. D. S., Rossaneis, M. A., Haddad, M. C. L., & Gabriel, C. S. (2016). Indicadores de qualidade utilizados no gerenciamento da assistência de enfermagem hospitalar.
Chan, C., & Green, L. (2013). Improving access to healthcare: models of adaptive behavior. In T. D. Brian (Ed.),
Coelho, L. C., Follmann, N., & Rodriguez, C. M. T. (2009). O impacto do compartilhamento de informações na redução do efeito chicote na cadeia de abastecimento.
Cohen, J. (1988).
Crema, M., & Verbano, C. (2015). How to combine lean and safety management in health care processes: a case from Spain.
Croxton, K., García-Dastugue, S. J., Lambert, D. M., & Rogers, D. S. (2001). The supply chain management processes.
De Meyer, A., Snoeck, M., Cattrysse, D., & Van Orshoven, J. (2016). A reference data model to support biomass supply chain modelling and optimisation.
Díaz, A., Pons, J., & Solís, L. (2012). Improving healthcare services: lean lessons from Aravind.
Efe, B., & Efe, Ö. F. (2016). An application of value analysis for lean healthcare management in an emergency department.
Eiro, N. Y., & Torres-Junior, A. S. (2015). Comparative study: TQ and lean production ownership models in health services.
Erdem, S., Kizilelma, T. T., & Vural, C. A. (2016). Supporting healthcare executive managers’ decisions through dashboards.
Fan, W., Gu, J., Tang, H., & Gao, X. (2011, August 14-17). Risk management in end-to-end global supply chains. In American Society of Civil Engineers (Org.),
Fang, D., & Weng, W. (2010, August 16-20). KPI evaluation system of location decision for plant relocation from the view of the entire supply chain optimization. In Institute of Electrical and Electronics Engineers (Org.),
Fiksel, J. (2007). Sustainability and resilience: toward a systems approach.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equations models with unobservable variables and measurement error.
Gu, X., & Itoh, K. (2016). Performance indicators: healthcare professionals’ views.
Günal, M. M., & Pidd, M. (2011). DGHPSIM: generic simulation of hospital performance.
Habidin, N. F., Khaidir, N. A., Shazali, N. A., Ali, N., & Jamaludin, N. H. (2015). The development of process innovation and organizational performance in Malaysian healthcare industry.
Hair Junior, J. F., Black, W. C., Bardin, B. J., & Anderson, R. E. (2013).
Hair Junior, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017).
Hair Junior, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021).
Hammadi, L., Ouahman, A. A., De Cursi, J. E. S., & Ibourk, A. (2015, July 27-29). An approach based on FMECA methodology for a decision support tool for managing risk in customs supply chain: a case study. In Z. Zhang, R. Zhang, V. Fernandez & S. Liu (Eds.),
Heckmann, I., Comes, T., & Nickel, S. (2015). A critical review on supply chain risk – definition, measure and modeling.
Jones, P., Shepherd, M., Wells, S., Le Fevre, J., & Ameratunga, S. (2014). Review article: what makes a good healthcare quality indicator? A systematic review and validation study.
Juttner, U. (2005). Supply chain risk management.
Jüttner, U., Peck, H., & Christopher, M. (2003). Supply chain risk management: outlining an agenda for future research.
Kahraman, U. A. (2021). Analysis of interactions between performance indicators with fuzzy decision making approach in healthcare management.
Kanamori, S., Castro, M. C., Sow, S., Matsuno, R., Cissokho, A., & Jimba, M. (2016). Impact of the Japanese 5S management method on patients’ and caretakers satisfaction : a quasi-experimental study in Senegal.
Kannengiesser, U., Neubauer, M., & Heininger, R. (2016, April 7-8). Integrating business processes and manufacturing operations based on S-BPM and B2MML. In J. L. Sanz (Ed.),
Khalili, S. M., Jolai, F., & Torabi, S. A. (2016). Integrated production–distribution planning in two-echelon systems: a resilience view.
Khan, O., & Burnes, B. (2007). Risk and supply chain management: creating a research agenda.
Kline, R. B. (2011).
Kolotzek, C., Helbig, C., Thorenz, A., Reller, A., & Tuma, A. (2018). A company-oriented model for the assessment of raw material supply risks, environmental impact and social implications.
Kouvelis, P., Dong, L., & Boyabatli, R. L. O. (2011).
Lavastre, O., Gunasekaran, A., & Spalanzani, A. (2012). Supply chain risk management in French companies.
Lehoux, N., Lebel, L., & Elleuch, M. (2016). Benefits of inter-firm relationships: application to the case of a five sawmills and one paper mill supply chain.
Li, Z. P., Lim, L. H., Chen, X. S., & Tan, C. S. (2015, December 6-9). Supplier selection decision-making in supply chain risk scenario using agent based simulation. In Institute of Electrical and Electronics Engineers (Org.),
Lorenzo-Seva, U., Timmerman, M. E., & Kiers, H. A. (2011). The Hull method for selecting the number of common factors.
Mardia, K. V. (1971). The effect of nonnormality on some multivariate tests and robustness to non-normality in the linear model.
Mason, R. (2006). Coping with complexity and turbulence — an entrepreneurial solution.
McIntosh, B., Sheppy, B., & Cohen, I. (2014). Illusion or delusion – Lean management in the health sector.
Minami, C. A., Sheils, C. R., Bilimoria, K. Y., Johnson, J. K., Berger, E. R., Berian, J. R., Englesbe, M. J., Guillamondegui, O. D., Hines, L. H., Cofer, J. B., Flum, D. R., Thirlby, R. C., Kazaure, H. S., Wren, S. M., O’Leary, K. J., Thurk, J. L., Kennedy, G. D., Tevis, S. E., & Yang, A. D. (2016). Process improvement in surgery.
Neiger, D., Rotaru, K., & Churilov, L. (2009). Supply chain risk identification with value-focused process engineering.
Norrman, A., & Jansson, U. (2004). Ericsson’s proactive supply chain risk management approach after a serious sub-supplier accident.
Pettit, T. J., Croxton, K. L., & Fiksel, J. (2013). Ensuring supply chain resilience.
Pujawan, I. N., & Geraldin, L. H. (2009). House of risk: a model for proactive supply chain risk management.
Rajesh, R. (2016). Forecasting supply chain resilience performance using grey prediction.
Reijula, J., Nevala, N., Lahtinen, M., Ruohomäki, V., & Reijula, K. (2014). Lean design improves both health-care facilities and processes: a literature review.
Robinson, S., Radnor, Z. J., Burgess, N., & Worthington, C. (2012). SimLean: utilising simulation in the implementation of lean in healthcare.
Saen, R. F., Fisher, R., & Mahdiloo, M. (2016). Sustainable supply chain modeling and optimization.
Santos, A. C. S. G., Reis, A., Souza, C. G., Santos, I. L., Ferreira, L. A. F., & Senna, P. (2022). Measuring the current state-of-the-art in lean healthcare literature from the lenses of bibliometric indicators.
Sedevich-Fons, L. (2014). Financial indicators in healthcare quality management systems.
Senna, P., Pinha, D., Ahluwalia, R., Guimarães, J. C., Severo, E., & Reis, A. (2016). A three-stage stochastic optimization model for the Brazilian biodiesel supply chain.
Senna, P., Reis, A. C., Castro, A., & Dias, A. C. (2020). Promising research fields in supply chain risk management and supply chain resilience and the gaps concerning human factors: a literature review.
Senna, P., Reis, A., Dias, A., Coelho, O., Guimarães, J., & Severo, E. (2023). Healthcare supply chain resilience framework: antecedents, mediators, consequents.
Senna, P., Reis, A., Santos, I. L., Dias, A. C., & Coelho, O. (2021). A systematic literature review on supply chain risk management: is healthcare management a forsaken research field?
Senna, P., Reis, A., Santos, I., & Dias, A. (2022). Healthcare supply chain risk management in Rio de Janeiro, Brazil: what is the current situation?
Shohet, I. M. (2006). Key performance indicators for strategic healthcare facilities maintenance.
Silva, C. S., Gabriel, C. S., Bernardes, A., & Evora, Y. D. M. (2009). Opinião do enfermeiro sobre indicadores que avaliam a qualidade na assistência de enfermagem.
Soni, U., & Jain, V. (2011, December 6-9). Minimizing the vulnerabilities of supply chain: a new framework for enhancing the resilience. In Institute of Electrical and Electronics Engineers (Org.),
Souter, G. (2000). Risks from supply chain also demand attention.
Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach’s alpha.
Thun, Ã., & Hoenig, D. (2011). An empirical analysis of supply chain risk management in the German automotive industry.
Torabi, S. A., Baghersad, M., & Mansouri, S. (2015). Resilient supplier selection and order allocation under operational and disruption risks.
VanVactor. (2011). Cognizant healthcare logistics management: ensuring resilience during crisis.
Vugrin, E. D., Warren, D. E., & Ehlen, M. A. (2011). A resilience assessment framework for infrastructure and economic systems: quantitative and qualitative resilience analysis of petrochemical supply chains to a hurricane.
Wu, J., Wang, S., Chao, X., Ng, C. T., & Cheng, T. C. (2010). Impact of risk aversion on optimal decisions in supply contracts.
Yildiz, Ö., & Demirors, O. (2014). Healthcare quality indicators – a systematic review.
Zepeda, E. D., Nyaga, G. N., & Young, G. J. (2016). Supply chain risk management and hospital inventory: Effects of system affiliation.
Submitted date:
09/26/2022
Accepted date:
05/18/2023