The Path to Umbrella Reviews in Social Sciences. Exploring New Horizons
DOI:
https://doi.org/10.31637/epsir-2025-689Keywords:
methodology, scientific approach, ssocial and human sciences, literature reviews, information retrieval, information sources, bibliography compilation, knowledge managementAbstract
Introduction: Umbrella reviews synthesize vast amounts of available evidence from publications in social sciences. However, it is a qualitative methodology for literature review in health sciences, with medicine as its primary paradigm. Thus, the aim was to formulate a comprehensive roadmap for implementing umbrella reviews that provide rigor to academic and research work in social sciences. Methodology: It consisted of two stages: scientific mapping to establish the universe of umbrella reviews in social sciences and configuration of steps for the roadmap, including selection of bibliographic and technological resources. Results: A visualization network was obtained for a sample of 61 published reviews from 2012-2024, along with a methodological roadmap consisting of justification of the umbrella review, review design, protocol registration, review execution, writing for communication, and protocol updating. Discussions: Following an appropriate methodological roadmap for generating new knowledge in social sciences contributes to informed decision-making. Conclusions: Observing the defined steps for the roadmap strengthens social research and validates results for investigations into complex and dynamic social phenomena.
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References
Abello, Raimundo. (2009). La investigación en ciencias sociales: sugerencias prácticas sobre el proceso. Investigación y Desarrollo, 17(1), 208-229. https://bit.ly/3JZAOWS
Aracil, J. y Gordillo, F. (1997). Dinámica de Sistemas. Alianza Editorial.
Ayala, M., Borges, R. y Colmenares, G. (2007). Survival Analysis Applied to Commercial Bank in Venezuela between 1996 and 2004. Revista Colombiana de Estadística, 30(1), 97-113. https://bit.ly/4dEcAza
Barragán, S. y Lozano, Ó. (2021). Explanatory variables of dropout in Colombian public education: Evolution limited to coronavirus disease. European Journal of Educational Research, 11(1), 287-304. https://doi.org/10.12973/eu-jer.11.1.287 DOI: https://doi.org/10.12973/eu-jer.11.1.287
Barragán, S., González, L. y Calderón, G. (2022). Modelling Student Dropout Risk Using Survival Analysis Survival Analysis and Analytic Hierarchy Process for an Undergraduate Accounting Program. Interchange, 53, 407-427. https://doi.org/10.1007/s10780-022-09463-7 DOI: https://doi.org/10.1007/s10780-022-09463-7
Cant, R., Ryan, C. y Kelly, M. (2022). A nine-step pathway to conduct an umbrella review of literature. Nurse Author yEditor, 32, 31-34. https://doi.org/10.1111/nae2.12039 DOI: https://doi.org/10.1111/nae2.12039
Chambergo, D., Díaz, M. y Benites, V. (2021). Revisiones de alcance, revisiones paraguas y síntesis enfocada en revisión de mapas: aspectos metodológicos y aplicaciones. Revista Peruana de Medicina Experimental y Salud Pública, 38(1), 136-142. https://doi.org/10.17843/rpmesp.2021.381.6501 DOI: https://doi.org/10.17843/rpmesp.2021.381.6501
Cobo, M., López-Herrera, A., Herrera-Viedma, E. y Herrera, F. (2012). SciMAT: A new Science Mapping Analysis Software Tool. Journal of the American Society for Information Science and Technology, 63(8), 1609-1630. https://doi.org/10.1002/asi.22688 DOI: https://doi.org/10.1002/asi.22688
Codina, L. y Lopezosa, C. (2022). Escritura de artículos científicos: estructura, redacción, fases y publicación (Vol. CUV02/2022). DigiDoc Research Group (Pompeu Fabra University). https://bit.ly/3K0HSCs
Corporation for Digital Scholarship. Zotero. https://bit.ly/3yjTAFR
Cosenz, F. (2014). A dynamic viewpoint to design performance management systems in academic institutions: theory and practice. International Journal of Public Administration, 37, 955-969. https://doi.org/10.1080/01900692.2014.952824 DOI: https://doi.org/10.1080/01900692.2014.952824
Grant, M. y Booth, A. (2009). A typology of reviews: an analysis of 14 review types and associated methodologies. Health Information and Libraries Journal, 26, 91-108. https://doi.org/0.1111/j.1471-1842.2009.00848.x DOI: https://doi.org/10.1111/j.1471-1842.2009.00848.x
Guzman, A., Barragán, S., Cosenz, F. y Cala, F. (2023). Prevention and Mitigation of Rural Higher Education Dropout in Colombia: A Dynamic Performance Management Approach. F1000Research, 12(497). https://doi.org/10.12688/f1000research.132267.2 DOI: https://doi.org/10.12688/f1000research.132267.2
Guzmán, A., Barragán, S., Rodríguez-Canovas, B., Carrillo, R. y Africano, D. (2023). Social networks, disinformation and diplomacy: a dynamic model for a current problem. Humanities and Social Sciences Communications, 10(505). https://doi.org/10.1057/s41599-023-01998-z DOI: https://doi.org/10.1057/s41599-023-01998-z
Guzmán, A., Barragán, S., y Cala, F. (2021). Dropout in Rural Higher Education: A Systematic Review. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.727833 DOI: https://doi.org/10.3389/feduc.2021.727833
Inplasy. (5 de agosto de 2023). International Platform of Registered Systematic Review and Meta-analysis Protocols. https://inplasy.com/
Jadeja, N., Zhu, N., Lebcir, R., Sassi, F., Holmes, A. y Ahmad, R. (2022). Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review. PLoS ONE, 17(2), e0263299. https://doi.org/10.1371/journal.pone.0263299 DOI: https://doi.org/10.1371/journal.pone.0263299
Jenko, N., Ariyaratne, S., Jeys, L., Evans, S., Iyengar, K. y Botchu, R. (2024). An evaluation of AI-generated literature reviews in musculoskeletal radiology. The Surgeon. https://doi.org/10.1016/j.surge.2023.12.005 DOI: https://doi.org/10.1016/j.surge.2023.12.005
Ji, W., Yu, S., Shen, Z., Wang, M., Cheng, G., Yang, T. y Yuan, Q. (2023). Knowledge Mapping with CiteSpace, VOSviewer, and SciMAT on Intelligent Connected Vehicles: Road Safety Issue. Sustainability, 15, 12003. https://doi.org/10.3390/su151512003 DOI: https://doi.org/10.3390/su151512003
Khalil, H., Campbell, F., Danial, K., Pollock, D., Munn, Z., Welsh, V., Saran, A., Hoppe, D. y Tricco, A. C. (2024). Advancing the methodology of mapping reviews: A scoping review. Research Synthesis Methods, 15(3), 384-397. https://doi.org/10.1002/jrsm.1694 DOI: https://doi.org/10.1002/jrsm.1694
Manterola, C., Astudillo, P., Arias, E. y Claros, N. (2013). Revisiones sistemáticas de la literatura. Qué se debe saber acerca de ellas. Cirugía Española, 91(3), 149-155. https://doi.org/10.1016/j.ciresp.2011.07.009 DOI: https://doi.org/10.1016/j.ciresp.2011.07.009
Miake-Lye, I., Hempel, S., Shanman, R. y Shekelle, P. (2016). What is an evidence map? A systematic review of published evidence maps and their definitions, methods, and products. Systematic Reviews, 5(28), 1-21. https://doi.org/10.1186/s13643-016-0204-x DOI: https://doi.org/10.1186/s13643-016-0204-x
Ministerio de Educación Nacional. (2009). Deserción estudiantil en la educación superior colombiana. Metodología de seguimiento, diagnóstico y elementos para su prevención. Imprenta Nacional de Colombia.
Montoro, R., Sarmento, H., Buzziechelli, C., Moura, N., Gonzáles, J., Santos, A. y Rama, L. (2023). Methodological considerations for determining the volume and intensity of drop jump training. A systematic, critical and prepositive review. Frontier in Physiology, 14(1181781). https://doi.org/10.3389/fphys.2023.1181781 DOI: https://doi.org/10.3389/fphys.2023.1181781
Moreno, B., Muñoz, M., Cuellar, J., Domancic, S. y Villanueva, J. (2018). Revisiones Sistemáticas: definición y nociones básicas. Revista Clínica Periodoncia Implantología y Rehabilitación Oral, 11(3), 184-186. https://doi.org/10.4067/S0719-01072018000300184 DOI: https://doi.org/10.4067/S0719-01072018000300184
Munier, N. (2011). A strategy for using multicriteria analysis in decision-making: A guide for simple and complex environmental projects. Springer. DOI: https://doi.org/10.1007/978-94-007-1512-7
Nájera, H. y Gordon, D. (2023). A Monte Carlo Study of Some Empirical Methods to Find the Optimal Poverty Line in Multidimensional Poverty Measurement. Social Indicators Research, 167, 391-419. https://doi.org/10.1007/s11205-023-03099-5 DOI: https://doi.org/10.1007/s11205-023-03099-5
National Institute for Health and Care Research. (2023). PROSPERO. International prospective register of systematic reviews. https://www.crd.york.ac.uk/prospero/
Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura. (2005). Tesauro de la UNESCO. https://vocabularies.unesco.org/browser/thesaurus/es/
PRISMA. (2020). Preferred Reporting Items for Systematic Reviews and Meta-Analyses. http://www.prisma-statement.org/
PRISMA. (2020). Prisma 2020 flow diagram. https://bit.ly/4dDnhll
Salas-Pilco, S. y Yang, Y. (2022). Artificial intelligence applications in Latin American higher education: a systematic review. International Journal of Educational Technology in Higher Education, 19, 21. https://doi.org/10.1186/s41239-022-00326-w DOI: https://doi.org/10.1186/s41239-022-00326-w
Sarmento, H., Clemente, F., Duarte, J., Fachada, M., Nobre, P. y Davids, K. (2022). Match analysis in team ball sports: An umbrella review of systematic reviews and meta-analyses. Sports Medicine, 8(66). https://doi.org/10.1186/s40798-022-00454-7 DOI: https://doi.org/10.1186/s40798-022-00454-7
Shea, B., Reeves, B., Wells, G., Thuku, M., Hamel, C., Moran, J. y Kristjansson, E. (2017). AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both. BMJ, 358:j4008. https://doi.org/10.1136/bmj.j4008 DOI: https://doi.org/10.1136/bmj.j4008
Southern Adventist University McKee Library. Google y Google Scholar: Boolean Operators. https://southern.libguides.com/google/boolean
Universiteit Leiden. (2023). VosViewer. Visualizing scientific landscapes. https://www.vosviewer.com/
Wang, S., Scells, H., Koopman, B., y Zuccon, G. (2023). Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? arXiv, 1(1). https://doi.org/preprint arXiv:2302.03495 DOI: https://doi.org/10.1145/3539618.3591703
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