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Niveles de Investigación: Una clasificación emergente fundamentada en el análisis de datos para la investigación cientÃfica
Paperback
ISBN13: 9786129916309
Publisher: Bioestadistico
Published: Sep 15 2025
Pages: 162
Weight: 0.74
Height: 0.35 Width: 8.00 Depth: 10.00
Language: Spanish
Este libro propone una clasificación operativa de los niveles de investigación que responde a los desafÃos metodológicos contemporáneos de la investigación cientÃfica. Frente a la insuficiencia de esquemas tradicionales que no delimitan con claridad los procedimientos analÃticos correspondientes a cada nivel, esta obra ofrece una reconfiguración estructurada, sustentada en el análisis de datos y las capacidades de la estadÃstica aplicada, la ciencia de datos y la inteligencia artificial.
La propuesta establece seis niveles de investigación definidos por su tipo de análisis:
Exploratorio: sin análisis estadÃstico, centrado en la interpretación cualitativa.
Descriptivo: con análisis univariado, caracterización y estimación.
Relacional: con análisis bivariado, comparaciones, asociaciones y correlaciones.
Explicativo: con análisis multivariado, orientado a establecer relaciones causales.
Predictivo: con modelamiento estadÃstico y aprendizaje automático para estimar o pronosticar eventos.
Aplicativo: con metodologÃas estadÃsticas para evaluar intervenciones en contextos reales.
Este marco permite identificar con precisión el nivel de un estudio a partir de su propósito analÃtico, facilitando asà la selección metodológica y promoviendo la coherencia entre los objetivos, los datos y las técnicas utilizadas.
Dirigido a investigadores, docentes, tesistas y profesionales del campo sanitario y cientÃfico, este libro articula teorÃa y práctica con un enfoque integrador que vincula la lógica cientÃfica con las herramientas computacionales contemporáneas. Es, por tanto, una contribución metodológica original que trasciende la clasificación nominal para ofrecer una solución operativa al diseño y análisis de investigaciones cientÃficas.
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