Shiao et al. is a collective authorship citation referring to a team of researchers, likely in sociology, psychology, or related empirical fields, whose work engages with methodological questions about association studies and their role in understanding social or psychological conditions. As a multi-author citation, no single individual is identified by this name. The primary author surname 'Shiao' suggests possible reference to sociologist Jiannbin Lee Shiao or another researcher of that name.
Contributed empirical research on association studies as analytical tools for understanding social or psychological conditions
Co-authored peer-reviewed work bridging quantitative methods and conceptual analysis