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Meta-Analysis: Finding Clarity in Complex Data

By Mohammed looti / / 1 min read
Scientifically Reviewed · Dr. Marwa Abd-Alazim · October 27, 2026
Medically & Scientifically Reviewed Verified: October 27, 2026
Dr. Marwa Abd-Alazim PhD in Psychology
Faculty Member • University of Kerbala
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This content undergoes rigorous scientific peer-review and medical editorial standards at Arab Psychology Network to ensure clinical accuracy, validity, and compliance with evidence-based guidelines from leading psychological and healthcare authorities (APA / WHO).

Meta-Analysis: Finding Clarity in Complex Data
CC BY-NC-ND 4.0

a process for mixing a lot of separate approximations of a parameter into a sole approximation. This might be done by computing the average of the separate approximations, with or without weighting. However, be aware that a pooled approximation isn’t attained by merely mixing all information into a sole information set and computing the approximation of the parameter on the massed information points.

POOLING: “The concept of pooling is more popular for informal experiments that are not controlled.”

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About the Author: Mohammed looti

An academic and researcher specialized in educational psychology and a faculty member at the University of Kerbala. He holds a PhD in his field, and his research interests center on positive psychology, the development of psychological scales, and cognitive emotion regulation. Dr. Looti is distinguished by his contemporary research approach, focusing on the psychological effects of modern technology and artificial intelligence on mental health and identity formation among young people. His scholarly contributions also extend to studying the dynamics of family communication and its role in building self-efficacy and leadership skills, in addition to his research on mindfulness programs and psychological recovery — making him an active researcher enriching the field of educational and applied psychology.

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Cite This Article

looti, M. (2026, October 27). Meta-Analysis: Finding Clarity in Complex Data. Encyclopedia of psychology. https://encyclopedia.arabpsychology.com/pooling/
looti, Mohammed. “Meta-Analysis: Finding Clarity in Complex Data.” Encyclopedia of psychology, 27 October 2026, https://encyclopedia.arabpsychology.com/pooling/.
looti, Mohammed. “Meta-Analysis: Finding Clarity in Complex Data.” Encyclopedia of psychology. October 27, 2026. https://encyclopedia.arabpsychology.com/pooling/.

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