How Complex Is It To Understand Complexity?
A systematic study of complexity and decision making
DOI:
https://doi.org/10.23925/2178-0080.2023v25i1.56458Palavras-chave:
tomada de decisão, complexidade, tomada de decisão complexaResumo
Os humanos enfrentam a complexidade na maioria das situações rotineiras, como escolher o sabor de uma pizza, assim como em decisões importantes na vida, como escolher entre os cursos em uma universidade ou decisões envolvendo a carreira. O objetivo desta pesquisa foi compreender como a complexidade e a tomada de decisão estão interconectadas como conhecimento científico. Foi utilizada a técnica de mapeamento científico. Os resultados mostram que a pesquisa envolvendo complexidade e tomada de decisão é importante, evidenciada pela taxa de crescimento anual de 12,12%. A tomada de decisão na carreira é um tema bem desenvolvido e essencial na dinâmica de pesquisa. A tomada de decisão compartilhada é um tema emergente e mais pesquisa pode ser realizada com esse tópico.
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Referências
Adami, C. (2002). What is complexity?. BioEssays, 24(12), 1085-1094. https://doi.org/10.1002/bies.10192
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
Bibliomerix. (2021). A brief introduction to bibliometrix [Web page]. Retrieved from https://www.bibliometrix.org/vignettes/Introduction_to_bibliometrix.html
Bossaerts, P., & Murawski, C. (2017). Computational complexity and human decision-making. Trends in Cognitive Sciences, 21(12), 917-929. https://doi.org/10.1016/j.tics.2017.09.005
Caballero, J., Wolowich, W. R., Benavides, S., & Marino, J. (2014). Difficulty and discrimination indices of multiple‐choice examination items in a college of pharmacy therapeutics and pathophysiology course sequence. International Journal of Pharmacy Practice, 22(1), 76-83. https://doi.org/10.1111/ijpp.12022
Campbell, D. J. (1988). Task complexity: A review and analysis. Academy of management review, 13(1), 40-52. https://doi.org/10.2307/258353
Carpenter, S. M., Yates, J. F., Preston, S. D., & Chen, L. (2016). Regulating emotions during difficult multiattribute decision making: The role of pre-decisional coherence shifting. PloS one, 11(3), e0150873. https://doi.org/10.1371/journal.pone.0150873
Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the fuzzy sets theory field. Journal of informetrics, 5(1), 146-166. https://doi.org/10.1016/j.joi.2010.10.002
Crowder-Meyer, M., Gadarian, S. K., Trounstine, J., & Vue, K. (2020). A different kind of disadvantage: Candidate race, cognitive complexity, and voter choice. Political Behavior, 42(2), 509-530. https://doi.org/10.1007/s11109-018-9505-1
de Bock, B. A., Willems, D. L., & Weinstein, H. C. (2018). Complexity perspectives on clinical decision making in an intensive care unit. Journal of evaluation in clinical practice, 24(1), 308-313. https://doi.org/10.1111/jep.12794
DeShazo, J. R., & Fermo, G. (2002). Designing choice sets for stated preference methods: the effects of complexity on choice consistency. Journal of Environmental Economics and management, 44(1), 123-143. https://doi.org/10.1006/jeem.2001.1199
Farashahi, S., Rowe, K., Aslami, Z., Gobbini, M. I., & Soltani, A. (2018). Influence of learning strategy on response time during complex value-based learning and choice. PloS one, 13(5), e0197263. https://doi.org/10.1371/journal.pone.0197263
Franco, J. P., Yadav, N., Bossaerts, P., & Murawski, C. (2020). Structural properties of individual instances predict human effort and performance on an NP-Hard problem. bioRxiv, 405449.
Frosch, D. L., May, S. G., Rendle, K. A., Tietbohl, C., & Elwyn, G. (2012). Authoritarian physicians and patients' fear of being labeled 'difficult'among key obstacles to shared decision making. Health affairs, 31(5), 1030-1038. https://doi.org/10.1377/hlthaff.2011.0576
Geary, D. C., Hoard, M. K., Byrd-Craven, J., & DeSoto, M. C. (2004). Strategy choices in simple and complex addition: Contributions of working memory and counting knowledge for children with mathematical disability. Journal of experimental child psychology, 88(2), 121-151. https://doi.org/10.1016/j.jecp.2004.03.002
Glasgow, R. E., Klesges, L. M., Dzewaltowski, D. A., Estabrooks, P. A., & Vogt, T. M. (2006). Evaluating the impact of health promotion programs: using the RE-AIM framework to form summary measures for decision making involving complex issues. Health education research, 21(5), 688-694. https://doi.org/10.1093/her/cyl081
Garg, H., & Rani, D. (2019). Novel aggregation operators and ranking method for complex intuitionistic fuzzy sets and their applications to decision-making process. Artificial Intelligence Review, 1-26. https://doi.org/10.1007/s10462-019-09772-x
Hærem, T., Pentland, B. T., & Miller, K. D. (2015). Task complexity: Extending a core concept. Academy of management review, 40(3), 446-460. https://doi.org/10.5465/amr.2013.0350
Holland, J., O'Sullivan, R., & Arnett, R. (2015). Is a picture worth a thousand words: an analysis of the difficulty and discrimination parameters of illustrated vs. text-alone vignettes in histology multiple choice questions. BMC Medical Education, 15, 1-9. https://doi.org/10.1186/s12909-015-0452-9
Iederan, O. C., Curşeu, P. L., & Vermeulen, P. (2009). Effective decision-making: The role of cognitive complexity in strategic decisions. Studia Psychologica, 51(4), 293-304.
Isham, E. A. (2020). Temporal experience modifies future thoughts: Manipulation of Libet's W influences difficulty assessment during a decision-making task. PloS one, 15(11), e0237680. https://doi.org/10.1371/journal.pone.0237680
Landry, C., Garant, D., Duchesne, P., & Bernatchez, L. (2001). 'Good genes as heterozygosity': the major histocompatibility complex and mate choice in Atlantic salmon (Salmo salar). Proceedings of the Royal Society of London. Series B: Biological Sciences, 268(1473), 1279-1285. https://doi.org/10.1098/rspb.2001.1659
Liao, H., Wu, X., Mi, X., & Herrera, F. (2020). An integrated method for cognitive complex multiple experts multiple criteria decision making based on ELECTRE III with weighted Borda rule. Omega, 93, 102052. https://doi.org/10.1016/j.omega.2019.03.010
Liu, P., & Li, Z. (2012). Task complexity: A review and conceptualization framework. International Journal of Industrial Ergonomics, 42(6), 553-568. https://doi.org/10.1016/j.ergon.2012.09.001
Moore, C., & Tenbrunsel, A. E. (2014). "Just think about it"? Cognitive complexity and moral choice. Organizational Behavior and Human Decision Processes, 123(2), 138-149. https://doi.org/10.1016/j.obhdp.2013.10.006
Omundsen, H. C., Franklin, R. L., Higson, V. L., Omundsen, M. S., & Rossaak, J. I. (2020). Perioperative shared decision-making in the Bay of Plenty, New Zealand: Audit results from a complex decision pathway quality improvement initiative using a structured communication tool. Anaesthesia and Intensive Care, 48(6), 473-476. https://doi.org/10.1177/0310057X20960734
Perez, B., & Liberman, A. (2011). Toward the adoption of complexity science in health care: Implications for risk-taking and decision-making activities. The health care manager, 30(1), 71-85. https://doi.org/10.1097/HCM.0b013e3182078be9
Pham, C. T., Gibb, C. L., Fitridge, R. A., Karnon, J., & Hoon, E. (2019). Supporting surgeons in patient-centred complex decision-making: a qualitative analysis of the impact of a perioperative physician clinic. BMJ open, 9(12), e033277. https://doi.org/10.1136/bmjopen-2019-033277
Pritchard, A. (1969). Statistical bibliography or bibliometrics. Journal of documentation, 25(4), 348-349. https://doi.org/10.1108/eb026482
Ramchandran, K., Fiedorowicz, J., Chen, Z., Bu, Y., Bechara, A., & Andreasen, N. C. (2020). Patients on the psychosis spectrum employ an alternate brain network to engage in complex decision-making. PloS one, 15(9), e0238774. https://doi.org/10.1371/journal.pone.0238774
Rescher, N. (1998). Complexity: A philosophical overview. Transaction Publishers.
Simon, H. A. (1955). A behavioral model of rational choice. The quarterly journal of economics, 69(1), 99-118. https://doi.org/10.2307/1884852
Simon, H. A. (1962). The architecture of complexity. Proceedings of the American Philosophical Society, 106(6), 467-482.
Speier, C., Vessey, I., & Valacich, J. S. (2003). The effects of interruptions, task complexity, and information presentation on computer‐supported decision‐making performance. Decision sciences, 34(4), 771-797. https://doi.org/10.1111/j.1540-5414.2003.02292.x
Stanovich, K. E. (2013). Why humans are (sometimes) less rational than other animals: Cognitive complexity and the axioms of rational choice. Thinking & Reasoning, 19(1), 1-26. https://doi.org/10.1080/13546783.2012.713178
Swait, J., & Adamowicz, W. (2001). The influence of task complexity on consumer choice: A latent class model of decision strategy switching. Journal of Consumer Research, 28(1), 135-148. https://doi.org/10.1086/321952
Snowden, D. J., & Boone, M. E. (2007). A leader's framework for decision making. Harvard business review, 85(11), 68.
Shirey, M. R., Ebright, P. R., & McDaniel, A. M. (2013). Nurse manager cognitive decision‐making amidst stress and work complexity. Journal of Nursing Management, 21(1), 17-30. https://doi.org/10.1111/j.1365-2834.2012.01380.x
Stadelmann, D., & Torgler, B. (2013). Bounded rationality and voting decisions over 160 years: Voter behavior and increasing complexity in decision-making. PloS one, 8(12), e84078. https://doi.org/10.1371/journal.pone.0084078
Taib, F., & Yusoff, M. S. B. (2014). Difficulty index, discrimination index, sensitivity and specificity of long case and multiple choice questions to predict medical students' examination performance. Journal of Taibah University Medical Sciences, 9(2), 110-114. https://doi.org/10.1016/j.jtumed.2013.12.002
Unal, O., & Maleki, E. (2018). Shot peening optimization with complex decision-making tool: Multi criteria decision-making. Measurement, 125, 133-141. https://doi.org/10.1016/j.measurement.2018.04.077
Van Ditzhuijzen, J., Brauer, M., Boeije, H., & van Nijnatten, C. H. (2019). Dimensions of decision difficulty in women's decision-making about abortion: A mixed methods longitudinal study. PloS one, 14(2), e0212611. https://doi.org/10.1371/journal.pone.0212611
Wood, R. E. (1986). Task complexity: Definition of the construct. Organizational behavior and human decision processes, 37(1), 60-82. https://doi.org/10.1016/0749-5978(86)90044-0
Yager, R. R., & Abbasov, A. M. (2013). Pythagorean membership grades, complex numbers, and decision making. International Journal of Intelligent Systems, 28(5), 436-452. https://doi.org/10.1002/int.21584
Zadeh, L. A. (1971). Similarity relations and fuzzy orderings. Information sciences, 3(2), 177-200. https://doi.org/10.1016/S0020-0255(71)80005-1
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. https://doi.org/10.1177/1094428114562629
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