The struggle is real: Challenges and solutions in theory building

Abstract

Strong theories are sorely lacking in the applied social sciences, especially in psychology. Elko Fried identifies fundamental problems that are common in social science research and explains how these problems manifest themselves in the literature, impede scientific progress, and contribute to the lack of theory building. He covers a lot of ground - weak theories, the conflation of theoretical and statistical models, problematic inferences, equating latent variables with psychological constructs, and more. As intelligence researchers, we are all too familiar with these kinds of problems; they have been sources of confusion and barriers to progress for over a century. A decade ago, the continued lack of concern over these issues in the field of intelligence became our major concern, and our motivation to develop a new approach. Suffice to say, Elko Fried is music to our ears.

Publication
Psychological Inquiry
Christopher J. Schmank
Christopher J. Schmank
Statistics Consultant and Instructor/Assistant Professor

My research interests include the impact of psychosocial stress and emotional regulation on various cognitive abilities (i.e., processing speed, rationality, and language production). My additional skills include statistical modeling techniques using latent variable and/or psychometric network analyses. I am also experienced in user experience strategy and research including A/B testing, rapid prototyping, and competitive analyses.