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Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases

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Three more steps toward better science.

Jose D Perezgonzalez¹

¹School of Aviation, Massey Business School, Massey University, Palmerston North, 4442, New Zealand.

|May 2, 2019

Summary

Science can improve by adopting resilient structures and clearer trust signals, moving beyond historical frequentist-Bayesian debates that contribute to reproducibility crises.

Area of Science:

Philosophy of Science
Scientific Methodology
Statistical Inference

Background:

Historical debates between frequentist and Bayesian statistical perspectives have impacted scientific progress.
These clashes contribute to challenges like the current scientific reproducibility crisis.

Purpose of the Study:

To propose improvements for scientific practices.
To enhance the reliability and trustworthiness of scientific outputs.

Main Methods:

Conceptual analysis of scientific progress and challenges.
Proposal of structural and methodological reforms in science.

Main Results:

Identified historical clashes as a detriment to scientific advancement.

Keywords:

methodology philosophy of science statistics

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Proposed solutions focusing on resilient structures, improved tutorials, and trust signaling.

Conclusions:

Science can achieve better outcomes through enhanced structures and clearer communication.
Addressing methodological disagreements is crucial for overcoming reproducibility issues.