The Science of Science
Book information
Description
This is the first comprehensive overview of the 'science of science, ' an emerging interdisciplinary field that relies on big data to unveil the reproducible patterns that govern individual scientific careers and the workings of science. It explores the roots of scientific impact, the role of productivity and creativity, when and what kind of collaborations are effective, the impact of failure and success in a scientific career, and what metrics can tell us about the fundamental workings of science. The book relies on data to draw actionable insights, which can be applied by individuals to further their career or decision makers to enhance the role of science in society. With anecdotes and detailed, easy-to-follow explanations of the research, this book is accessible to all scientists and graduate students, policymakers, and administrators with an interest in the wider scientific enterprise Title Page CONTENTS ACKNOWLEDGEMENTS INTRODUCTION 1 PRODUCTIVITY OF A SCIENTIST 2 THE h-INDEX 3 THE MATTHEW EFFECT 4 AGE AND SCIENTIFIC ACHIEVEMENT 5 RANDOM IMPACT RULE 6 THE Q-FACTOR 7 HOT STREAKS 8 THE INCREASING DOMINANCE OF TEAMS IN SCIENCE 9 THE INVISIBLE COLLEGE 10 COAUTHORSHIP NETWORKS 11 TEAM ASSEMBLY 12 SMALL AND LARGE TEAMS 13 SCIENTIFIC CREDIT 14 CREDIT ALLOCATION 15 BIG SCIENCE 16 CITATION DISPARITY 17 HIGH-IMPACT PAPERS 18 SCIENTIFIC IMPACT 19 THE TIME DIMENSION OF SCIENCE 20 ULTIMATE IMPACT 21 CAN SCIENCE BE ACCELERATED? 22 ARTIFICIAL INTELLIGENCE 23 BIAS AND CAUSALITY IN SCIENCE LAST THOUGHT: ALL THE SCIENCE OF SCIENCE A1 MODELING TEAM ASSEMBLY A2 MODELING CITATIONS REFERENCES INDEX
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