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Full Description
There have been tremendous advancements in technology-based assessments in new modes of data collection and the use of artificial intelligence. Traditional assessment techniques in the fields of psychology, business, education, and health need to be reconsidered. Yet, while technology is pervasive, its spread is not consistent due to national differences in economics and culture. Given these trends, this book offers an integrative consolidation of how technology is changing the face of assessments across different regions of the world. There are three major book sections: in foundations, core issues of computational models, passively sensed data, and privacy concerns are discussed; in global perspectives, the book identifies ways technology has changed how we assess human attributes across the world, and finally, in regional focus, the book surveys how different regions around the world have adopted technology-based assessments for their unique cultural and societal context.
Contents
Editors' introduction Louis Tay, Sang Woo and Tara Behrend; Part I. Foundations: 1. Machine learning algorithms and measurement Q. Chelsea Song, Ivan Hernandez, Hyun Joo Shin, Meaghan M. Tracy and Mengqiao Liu; 2. Toward improved workplace measurement with passive sensing technologies: opportunities and challenges Munmun De Choudhury; 3. Information privacy: challenges and opportunities for technology and measurement Heng Xu and Nan Zhang; Part II. Global Perspectives on Key Methods/Topics: 4. Social media assessments around the globe Hayli Min and Cristina Gonzalez; 5. Game-based assessment around the globe: international differences in privacy, legality, and applicant reaction concerns Richard N. Landers, Vivien Lee and Chulin Chen; 6. Mobile sensing around the globe: considerations for cross-cultural research Le Vy Phan, Nick Modersitzki, Kim K. Gloystein and Sandrine Müller; Part III. Regional Focus: 7. Technology and measurement in Asia Q. Chelsea Song, Hyun Joo Shin, Nakul Upadhya and Timothy Teo; 8. Technology-enabled measurement in Singapore David Chan; 9. A European perspective on psychometric measurement technology Nigel Guenole, Cicek Svensson, Bart Wille, Kristina Aloyan and Peter Saville; 10. Testing and measurement in North America with a focus on transformation Liberty Munson; 11. Technology and measurement challenges in education and the labor market in South America Filip De Fruyt, Toon Devloo, Ana Carolina Zuanazzi, Thais Brandão, Ricardo Primi, Fabiano Koich Miguel and Juliana Seidl; Reflections Fred Oswald and Tara Behrend.
