This book from the National Science Foundation (NSF) discusses NSF grant programs that study gender diversity in science and engineering education and is provided free for download. The books includes an introduction, seven chapters, an appendix and index. The chapters are: Changing Stereotypes, Girls and the Technology Gap, Fostering Early Interest in Science, Girls and the Math Gap, Holding Interest Through College and Community College, Creating a Diverse S&E Workforce, and Tools for Educators and Researchers.
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A 2004 study studied this question.