Inteligencia Artificial, desarrollo sostenible e igualdad de género
DOI:
https://doi.org/10.31637/epsir-2025-1457Palabras clave:
Inteligencia Artificial, Desarrollo sostenible, ODS, Género, Igualdad de género, IA, Aprendizaje automático, VOSviewer.Resumen
Introducción: Este trabajo busca analizar, en la literatura existente, cómo la inteligencia artificial puede aplicarse éticamente para promover el desarrollo sostenible y la igualdad de género, identificando sinergias, desafíos y oportunidades. Metodología: Se realiza una revisión sistemática de un conjunto de 82 artículos obtenidos de una consulta en Scopus, y se identifican los grupos de discusión. Se utiliza Excel y VOSviewer. Resultados: Es un campo de investigación con 16 años de historia que inicia en 2007 y que a partir de 2018 crece exponencialmente. Destaca la revista Technological Forecasting and Social Change. Discusión: Destacan 4 grupos de investigación, igualdad de género, salud y bienestar; política global y deep learning; tecnología, educación stem e inteligencia artificial; machine learning y salud. Conclusiones: La colaboración y la cooperación en la toma de decisiones son cruciales para abordar desafíos complejos que puedan contribuir al logro de los objetivos de desarrollo sostenible, especialmente en el contexto de la igualdad de género y el empoderamiento de mujeres y niñas en todos los países. Es crucial implementar estrategias específicas que garanticen la participación activa de las mujeres en la toma de decisiones y en la construcción de soluciones sostenibles, respaldadas por herramientas de inteligencia artificial.
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Adeyinka, D. A., Petrucka, P. M., Isaac, E. W. y Muhajarine, N. (2021). Changing patterns of gender inequities in childhood mortalities during the Sustainable Development Goals era in Nigeria: findings from an artificial neural network analysis. BMJ Open, 11(1), e040302. https://doi.org/10.1136/bmjopen-2020-040302 DOI: https://doi.org/10.1136/bmjopen-2020-040302
Alkaraan, F., Albitar, K., Hussainey, K. y Venkatesh, V. G. (2022). Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG). Technological Forecasting and Social Change, 175, 121423. https://n9.cl/https___www_sciencedirect_com DOI: https://doi.org/10.1016/j.techfore.2021.121423
Bachmann, N., Tripathi, S., Brunner, M. y Jodlbauer, H. (2022). The contribution of data-driven technologies in achieving the sustainable development goals. Sustainability, 14(5), 2497. https://doi.org/10.3390/su14052497 DOI: https://doi.org/10.3390/su14052497
Basu, S. y Sen, S. (2023). Covid 19 pandemic, socio-economic behaviour and infection characteristics: An inter-country predictive study using deep learning. Computational Economics, 61(2), 645-676. https://doi.org/10.1007/s10614-021-10223-5 DOI: https://doi.org/10.1007/s10614-021-10223-5
Bilgili, F., Khan, M. y Awan, A. (2023). Is there a gender dimension of the environmental Kuznets curve? Evidence from Asian countries. Environment, Development and Sustainability, 25(3), 2387-2418. https://doi.org/10.1007/s10668-022-02139-3 DOI: https://doi.org/10.1007/s10668-022-02139-3
Bórquez Polloni, B. y Lopicich Catalán, B. (2017). La dimensión bioética de los Objetivos de Desarrollo Sostenible (ODS). Revista de bioética y derecho, 41, 121-139. https://revistes.ub.edu/index.php/RBD/article/view/19758/22324
Bosco, C., Alegana, V., Bird, T., Pezzulo, C., Bengtsson, L., Sorichetta, A. y Tatem, A. J. (2017). Exploring the high-resolution mapping of gender-disaggregated development indicators. Journal of The Royal Society Interface, 14(129), 20160825. https://doi.org/10.1098/rsif.2016.0825 DOI: https://doi.org/10.1098/rsif.2016.0825
Boyack, K. W. y Klavans, R. (2010). Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?. Journal of the American Society for Information Science and Technology, 61(12), 2389-2404. https://doi.org/10.1002/asi.21419 DOI: https://doi.org/10.1002/asi.21419
Burnham, J. F. (2006). Scopus database: a review. Biomedical Digital Libraries, 3, 1-8. https://doi.org/10.1186/1742-5581-3-1 DOI: https://doi.org/10.1186/1742-5581-3-1
Cachero, C., Grao-Gil, O., Pérez-delHoyo, R., Ordóñez-García, M. C., Andújar-Montoya, M. D., Lillo-Ródenas, M. Á. y Torres, R. (2023). Perception of the Sustainable Development Goals among university students: A multidisciplinary perspective. Journal of Cleaner Production, 429, 139682. https://doi.org/10.1016/j.jclepro.2023.139682 DOI: https://doi.org/10.1016/j.jclepro.2023.139682
Cardella, G. M., Hernández-Sánchez, B. R. y Sánchez-García, J. C. (2020). Women entrepreneurship: A systematic review to outline the boundaries of scientific literature. Frontiers in Psychology, 11, 1557. https://doi.org/10.3389/fpsyg.2020.01557 DOI: https://doi.org/10.3389/fpsyg.2020.01557
Castelli, T., Mocenni, C. y Dimitri, G. M. (2024). A machine learning approach to assess Sustainable Development Goals food performances: The Italian case. Plos one, 19(1), e0296465. https://doi.org/10.1371/journal.pone.0296465 DOI: https://doi.org/10.1371/journal.pone.0296465
Daraz, L., Chang, B. S. y Bouseh, S. (2022). Inferior: The Challenges of Gender Parity in the Artificial Intelligence Ecosystem-A Case for Canada. Frontiers in Artificial Intelligence, 5, 931182. https://doi.org/10.3389/frai.2022.931182 DOI: https://doi.org/10.3389/frai.2022.931182
Dhar, S. (2018). Gender and sustainable development goals (SDGs). Indian Journal of Gender Studies, 25(1), 47-78. https://doi.org/10.1177/0971521517738451 DOI: https://doi.org/10.1177/0971521517738451
Di Vaio, A., Hassan, R. y Palladino, R. (2023). Blockchain technology and gender equality: A systematic literature review. International Journal of Information Management, 68, 102517. https://doi.org/10.1016/j.ijinfomgt.2022.102517 DOI: https://doi.org/10.1016/j.ijinfomgt.2022.102517
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. y Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. https://doi.org/10.1016/j.jbusres.2021.04.070 DOI: https://doi.org/10.1016/j.jbusres.2021.04.070
Elmagrhi, M. H., Ntim, C. G., Elamer, A. A. y Zhang, Q. (2019). A study of environmental policies and regulations, governance structures, and environmental performance: The role of female directors. Business Strategy and the Environment, 28(1), 206-220. https://doi.org/10.1002/bse.2250 DOI: https://doi.org/10.1002/bse.2250
Erickson, L. E. y Brase, G. (2019). Paris agreement on climate change. En Reducing Greenhouse Gas Emissions and Improving Air Quality (pp. 11-22). CRC Press. https://doi.org/10.1201/9781351116589 DOI: https://doi.org/10.1201/9781351116589-2
Florey, C., Hellin, J. y Balié, J. (2020). Digital agriculture and pathways out of poverty: the need for appropriate design, targeting, and scaling. Enterprise Development & Microfinance, 2, 126-140. https://doi.org/10.3362/1755-1986.20-00007 DOI: https://doi.org/10.3362/1755-1986.20-00007
Francisco, M. (2023). Artificial intelligence for environmental security: national, international, human and ecological perspectives. Current Opinion in Environmental Sustainability, 61, 101250. https://doi.org/10.1016/j.cosust.2022.101250 DOI: https://doi.org/10.1016/j.cosust.2022.101250
Frias‐Aceituno, J. V., Rodriguez‐Ariza, L. y Garcia‐Sanchez, I. M. (2013). The role of the board in the dissemination of integrated corporate social reporting. Corporate Social Responsibility and Environmental Management, 20(4), 219-233. https://doi.org/10.1002/csr.1294 DOI: https://doi.org/10.1002/csr.1294
Gherheș, V. y Obrad, C. (2018). Perspectivas de estudiantes de técnicas y humanidades sobre el desarrollo y la sostenibilidad de la inteligencia artificial (IA). Sustainability, 10(9), 3066. https://doi.org/10.3390/su10093066 DOI: https://doi.org/10.3390/su10093066
Grant, M. J. y Booth, A. (2009). A typology of reviews: an analysis of 14 review types and associated methodologies. Health Information & Libraries Journal, 26(2), 91-108. https://doi.org/10.1111/j.1471-1842.2009.00848.x DOI: https://doi.org/10.1111/j.1471-1842.2009.00848.x
Grishunin, S., Naumova, E., Burova, E., Suloeva, S. y Nekrasova, T. (2022). The Impact of Sustainability Disclosures on Value of Companies Following Digital Transformation Strategies. International Journal of Technology, 13(7), 1432-1441. https://doi.org/10.14716/ijtech.v13i7.6194 DOI: https://doi.org/10.14716/ijtech.v13i7.6194
Hidalgo, A., Gabaly, S., Morales-Alonso, G. y Urueña, A. (2020). The digital divide in light of sustainable development: An approach through advanced machine learning techniques. Technological Forecasting and Social Change, 150, 119754. https://doi.org/10.1016/j.techfore.2019.119754 DOI: https://doi.org/10.1016/j.techfore.2019.119754
Islam, N. y Jirattikorn, A. (2024). Breaking gender barriers in STEM education for achieving the SDG of quality education in Bangladesh. Development in Practice, 34(1), 129-135. https://doi.org/10.1080/09614524.2023.2229965 DOI: https://doi.org/10.1080/09614524.2023.2229965
Jaiswal, R., Gupta, S. y Tiwari, A. K. (2023). Dissecting the compensation conundrum: a machine learning-based prognostication of key determinants in a complex labor market. Management Decision, 61(8), 2322-2353. https://doi.org/10.1108/MD-07-2022-0976 DOI: https://doi.org/10.1108/MD-07-2022-0976
Jizi, M. (2017). The influence of board composition on sustainable development disclosure. Business Strategy and the Environment, 26(5), 640-655. https://doi.org/10.1002/bse.1943 DOI: https://doi.org/10.1002/bse.1943
Kayser, G. L., Rao, N., Jose, R. y Raj, A. (2019). Water, sanitation and hygiene: measuring gender equality and empowerment. Bulletin of the World Health Organization, 97(6), 438. https://doi.org/10.1080/13552074.2017.1349867 DOI: https://doi.org/10.2471/BLT.18.223305
Koehler, G. (2016). Tapping the Sustainable Development Goals for progressive gender equity and equality policy? Gender & Development, 24(1), 53-68. https://doi.org/10.1080/13552074.2016.1142217 DOI: https://doi.org/10.1080/13552074.2016.1142217
Koravuna, S. y Surepally, U. K. (2020, septiembre). Educational gamification and artificial intelligence for promoting digital literacy. En Proceedings of the 2nd International Conference on Intelligent and Innovative Computing Applications (pp. 1-6). https://doi.org/10.1145/3415088.3415107 DOI: https://doi.org/10.1145/3415088.3415107
Kraemer, G., Reichstein, M., Camps-Valls, G., Smits, J. y Mahecha, M. D. (2020). The low dimensionality of development. Social Indicators Research, 150, 999-1020. https://doi.org/10.1007/s11205-020-02349-0 DOI: https://doi.org/10.1007/s11205-020-02349-0
Kraemer, M. U., Yang, C. H., Gutierrez, B., Wu, C. H., Klein, B., Pigott, D. M. y Scarpino, S. V. (2020). The effect of human mobility and control measures on the COVID-19 epidemic in China. Science, 368(6490), 493-497. https://doi.org/10.1126/science.abb4218 DOI: https://doi.org/10.1126/science.abb4218
Lary, D. J., Ichoku, C. y Velez, T. (25-29 de junio de 2007). Health applications of global aerosol and air quality observations. Proceedings, 32nd International Symposium on Remote Sensing of Environment: Sustainable Development Through Global Earth Observations. Code 97458.978-1-4398-7744-9
Lau, P. L., Nandy, M. y Chakraborty, S. (2023). Accelerating UN sustainable development goals with ai-driven technologies: A systematic literature review of women’s healthcare. Healthcare, 11(3), 401-417. https://doi.org/10.3390/healthcare11030401 DOI: https://doi.org/10.3390/healthcare11030401
Leal Filho, W., Kovaleva, M., Tsani, S., Țîrcă, D. M., Shiel, C., Dinis, M. A. P. y Tripathi, S. (2023). Promoting gender equality across the sustainable development goals. Environment, Development and Sustainability, 25(12), 14177-14198. https://doi.org/10.1007/s10668-022-02656-1 DOI: https://doi.org/10.1007/s10668-022-02656-1
Lee, H., Park, S. J., Ndombi, G. O. y Nam, E. W. (2019). The impact of the interventions for 4+ antenatal care service utilization in the democratic republic of congo: a decision tree analysis. Annals of Global Health, 85(1). https://doi.org/10.5334/aogh.2537 DOI: https://doi.org/10.5334/aogh.2537
Liengpunsakul, S. (2021). Artificial intelligence and sustainable development in China. The Chinese Economy, 54(4), 235-248. https://doi.org/10.1080/10971475.2020.1857062 DOI: https://doi.org/10.1080/10971475.2020.1857062
Liu, F., Wu, R., Liu, S., Liu, C. y Su, M. (2024). Assessing the determinants of corporate environmental investment: a machine learning approach. Environmental Science and Pollution Research, 32, 17401-17416. https://doi.org/10.1007/s11356-024-32158-8 DOI: https://doi.org/10.1007/s11356-024-32158-8
Luyckx, V. A., Al-Aly, Z., Bello, A. K., Bellorin-Font, E., Carlini, R. G., Fabian, J. y Stanifer, J. (2021). Sustainable development goals relevant to kidney health: an update on progress. Nature Reviews Nephrology, 17(1), 15-32. https://doi.org/10.1038/s41581-020-00363-6 DOI: https://doi.org/10.1038/s41581-020-00363-6
Mann, L., Chang, R., Chandrasekaran, S., Coddington, A., Daniel, S., Cook, E. y Smith, T. D. (2021). From problem-based learning to practice-based education: A framework for shaping future engineers. European Journal of Engineering Education, 46(1), 27-47. https://doi.org/10.1080/03043797.2019.1708867 DOI: https://doi.org/10.1080/03043797.2019.1708867
Marín-Palacios, C. (2023). Female entrepreneurship in family business: bibliographic analysis. Journal of Family Business Management, 13(3), 552-578. https://doi.org/10.1108/JFBM-04-2022-0061 DOI: https://doi.org/10.1108/JFBM-04-2022-0061
Marín-Palacios, C., Carrero Márquez, O. y Lohan, R. P. (2022). Review of employment and disability: bibliographic analysis. Journal of Enterprising Communities: People and Places in the Global Economy, 16(1), 119-145. https://doi.org/10.1108/JEC-05-2021-0074 DOI: https://doi.org/10.1108/JEC-05-2021-0074
Marín‐Palacios, C., Botey‐Fullat, M. y Márquez, J. A. (2024). A world of counterfeits: Knowledge to decide. Journal of Consumer Behaviour, 23(4), 1783-1802. https://doi.org/10.1002/cb.2304 DOI: https://doi.org/10.1002/cb.2304
Méndez-Suárez, M., de Obesso, M. D. L. M., Márquez, O. C. y Palacios, C. M. (2023). Why do companies employ prohibited unethical artificial intelligence practices? IEEE Transactions on Engineering Management. https://doi.org/10.1109/TEM.2023.3258686 DOI: https://doi.org/10.1109/TEM.2023.3258686
Organización de las Naciones Unidas. (2024). Sustainable Development Goals. https://www.un.org/sustainabledevelopment/
Palomares, I., Martínez-Cámara, E., Montes, R., García-Moral, P., Chiachio, M., Chiachio, J., ... y Herrera, F. (2021). A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: Progress and prospects. Applied Intelligence, 51, 6497-6527. https://doi.org/10.1007/s10489-021-02264-y DOI: https://doi.org/10.1007/s10489-021-02264-y
Roy, J., Prakash, A., Some, S., Singh, C., Bezner Kerr, R., Caretta, M. A. y Tandon, I. (2022). Synergies and trade-offs between climate change adaptation options and gender equality: a review of the global literature. Humanities and Social Sciences Communications, 9(1). https://doi.org/10.1057/s41599-022-01266-6 DOI: https://doi.org/10.1057/s41599-022-01266-6
Sachs, J. D., Schmidt-Traub, G., Mazzucato, M., Messner, D., Nakicenovic, N. y Rockström, J. (2019). Six transformations to achieve the sustainable development goals. Nature Sustainability, 2(9), 805-814. https://doi.org/10.1038/s41893-019-0352-9 DOI: https://doi.org/10.1038/s41893-019-0352-9
Setó‐Pamies, D. (2015). The relationship between women directors and corporate social responsibility. Corporate social responsibility and environmental management, 22(6), 334-345. https://doi.org/10.1002/csr.1349 DOI: https://doi.org/10.1002/csr.1349
Sgro, J., Frayne, B. y McCordic, C. (2019). Linking the sustainable development goals through an investigation of urban household food security in Southern Africa. Journal of Sustainability Research, 1(3), 1-28. https://doi.org/10.20900/jsr20190004 DOI: https://doi.org/10.20900/jsr20190004
Skowronek, M., Gilberti, R. M., Petro, M., Sancomb, C., Maddern, S. y Jankovic, J. (2022). Inclusive STEAM education in diverse disciplines of sustainable energy and AI. Energy and AI, 7, 100124. https://doi.org/10.1016/j.egyai.2021.100124 DOI: https://doi.org/10.1016/j.egyai.2021.100124
Song, W., Cao, S., Du, M. y Lu, L. (2023). Distinctive roles of land-use efficiency in sustainable development goals: An investigation of trade-offs and synergies in China. Journal of Cleaner Production, 382, 134889. https://doi.org/10.1016/j.jclepro.2022.134889 DOI: https://doi.org/10.1016/j.jclepro.2022.134889
Tang, C. S. (2022). Innovative technology and operations for alleviating poverty through women's economic empowerment. Production and Operations Management, 31(1), 32-45. https://doi.org/10.1111/poms.13349 DOI: https://doi.org/10.1111/poms.13349
Terrón-López, M. J., Velasco-Quintana, P. J., Lavado-Anguera, S. y Espinosa-Elvira, M. D. C. (2020). Preparing sustainable engineers: A project-based learning experience in logistics with refugee camps. Sustainability, 12(12), 4817. https://doi.org/10.3390/su12124817 DOI: https://doi.org/10.3390/su12124817
Van Eck, N. y Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538. https://doi.org/10.1007/s11192-009-0146-3 DOI: https://doi.org/10.1007/s11192-009-0146-3
Wahl, B., Cossy-Gantner, A., Germann, S. y Schwalbe, N. R. (2018). Artificial intelligence (AI) and global health: how can AI contribute to health in resource-poor settings? BMJ Global Health, 3(4), e000798. https://doi.org/10.1136/bmjgh-2018-000798 DOI: https://doi.org/10.1136/bmjgh-2018-000798
Yeh, S. C., Wu, A. W., Yu, H. C., Wu, H. C., Kuo, Y. P. y Chen, P. X. (2021). Percepción pública de la inteligencia artificial y sus conexiones con los objetivos de desarrollo sostenible. Sustainability, 13(16), 9165. https://doi.org/10.3390/su13169165 DOI: https://doi.org/10.3390/su13169165
Zhang, Q., Prouty, C., Zimmerman, J. B. y Mihelcic, J. R. (2016). More than target 6.3: a systems approach to rethinking sustainable development goals in a resource-scarce world. Engineering, 2(4), 481-489. https://doi.org/10.1016/J.ENG.2016.04.010 DOI: https://doi.org/10.1016/J.ENG.2016.04.010
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