This collection of OSF projects brings together several resources for conducting polynomial regression and response surface analyses. On the right side of the screen you find "Components" which are links to subfolders. At the "Files" section you can find more material, such as slides for workshops and talks. ## General introductions on OSF (with supplemental material) - [Testing fit patterns with polynomial regression models](https://osf.io/3889z/) (Schönbrodt, 2016) - [The social consequences and mechanisms of personality: How to analyse longitudinal data from individual, dyadic, round-robin and network designs](https://osf.io/kwe3u/) (Nestler, Grimm & Schönbrodt, 2015) - [Response Surface Analysis in Personality and Social Psychology: Checklist and Clarifications for the Case of Congruence Hypotheses](https://osf.io/yvw93/) (Humberg, Nestler, & Back, 2018) ## Other introductions - Edwards, J. R., & Parry, M. E. (1993). On the use of polynomial regression equations as an alternative to difference scores in organizational research. Academy of Management Journal, 36, 1577-1613. [(free PDF)](http://public.kenan-flagler.unc.edu/faculty/edwardsj/EdwardsParry1993.pdf) - Edwards, J. R. (2001). Ten difference score myths. Organizational Research Methods, 4, 264-286. [(free PDF)](http://public.kenan-flagler.unc.edu/faculty/edwardsj/Edwards2001b.pdf) - Edwards, J. R. (2002). Alternatives to difference scores: Polynomial regression analysis and response surface methodology. In F. Drasgow & N. W. Schmitt (Eds.), Advances in measurement and data analysis (pp. 350-400). San Francisco: Jossey-Bass. [(free PDF)](http://public.kenan-flagler.unc.edu/faculty/edwardsj/Edwards2002.pdf) - Edwards, J. R., & Shipp. A. J. (2007). The relationship between person-environment fit and outcomes: An integrative theoretical framework. In C. Ostroff & T. A. Judge (Eds.), Perspectives on organizational fit (pp. 209-258). San Francisco: Jossey-Bass. [(free PDF)](http://public.kenan-flagler.unc.edu/faculty/edwardsj/EdwardsShipp2007.pdf) - Barranti, M., Carlson, E. N., & Cote, S. (In press) How to test questions about similarity in personality and social psychology research: Description and empirical demonstration of response surface analysis. Social Psychological and Personality Science. [(free PDF)](https://www.skiplab.org/s/Description-and-Demonstration-of-RSA.pdf) ## Slides from workshops and talks Goto [https://osf.io/9vk3h/files/](https://osf.io/9vk3h/files/) --> OSF storage --> Workshop slides and talks ## Specific topics and extensions of RSA - [Testing similarity effects with dyadic response surface analysis (DRSA)](https://osf.io/ftsrd/) (Schönbrodt, Humberg, & Nestler, 2018) - Coming soon: Multilevel RSA ## Applications of RSA to substantive research questions - Weidmann, R., Schönbrodt, F. D., Ledermann, T., & Grob, A. (2017). Concurrent and longitudinal dyadic polynomial regression analyses of Big Five traits and relationship satisfaction: Does similarity matter?. https://doi.org/10.1016/j.jrp.2017.04.003 ([free PDF](https://psyarxiv.com/uzbg6/))