Jacob J. Coutts, PhD, MAS
The Ohio State University | Columbus, OH
jacobjcoutts@gmail.com | jjcoutts.com | LinkedIn
Last Updated: May 2023
Education
Ph.D., Quantitative Psychology2018-2023
The Ohio State University
Dissertation: Enhancing the specification, testing, and interpretation of conditional indirect effects
Advisor: Jolynn Pek, Ph.D.
Distinguished University Fellow
Master of Applied Statistics (M.A.S.)2018-2020
The Ohio State University
M.S., Quantitative Psychology2018-2020
The Ohio State University
Thesis: Contrasting contrasts: An exploration of methods for comparing indirect effects in mediation models
Advisor: Andrew F. Hayes, Ph.D.
B.S., Psychological Sciences2014-2018
Northern Arizona University
Minor: Communication Studies
University Honors, Department Honors
Academic Appointments
Lecturer, Social Data ScienceStarting August 2023
Department of Psychology, The University of Maryland
Publications
Coutts, J.J., & Hayes, A.F. (2022). Questions of value, questions of magnitude: An exploration and application of methods for comparing indirect effects in multiple mediator models. Behavior Research Methods. https://doi.org/10.3758/s13428-022-01988-0
Coutts, J.J. (2022). R. In B. Frey (Ed.), The SAGE encyclopedia of research design. (Vol. 1, pp. 1337-1339). SAGE Publications, Inc., https://dx.doi.org/10.4135/9781071812082.n493
Hayes, A.F. & Coutts, J.J. (2020). Use omega rather than Cronbach’s alpha for estimating reliability. But… Communication Methods and Measures, 14(1), 1-24. doi.org/10.1080/19312458.2020.1718629
Coutts, J.J., Hayes, A.F., Jiang, T. (2019). Easy statistical mediation analysis with distinguishable dyadic data. Journal of Communication, 69(6), 612-649. doi.org/10.1093/joc/jqz034
Work(s) in progress
Coutts, J.J., Al-Kire, R.L., & Weidler, D.J. (under review at PLOS One). I can see (myself) clearly now: Exploring the mediating role of self-concept clarity in the association between self-compassion and indicators of well-being.
Coutts, J.J., & Pek, J. (in prep). Enhancing the specification, testing, and interpretation of conditional indirect effects.
Hoisington-Shaw, K.J., Coutts, J.J., & Pek, J. (in prep). Resampling approaches to incorporate estimate imprecision and publication bias in power analysis.
Teaching Experience
Average SEI Rating: 4.83/5.0
Course Instructor – Introduction to Psychology (Undergraduate Level)Autumn 2019-Spring 2022
Course Instructor – Introduction to Psychology (Graduate Level) Summer 2021
Other Teaching Experience
Course Coordinator – Introduction to Psychology (Undergraduate Level)2020-2022
Teaching Apprentice – Introductory Statistics in Psychology Lab (Undergraduate Level) 2016-2017
Workshops
Instructor (2023). Introduction to mediation, moderation, and conditional process analysis. Invited workshop to be presented at the Annual Meeting of the Association of Psychological Science, Washington, D.C., 25 May 2023.
Co-Instructor (2022). Teaching in any context. Teaching as an independent instructor. Effective presentation skills. Workshops presented at the OSU Drake Institute Graduate Teaching Orientation, Columbus, OH, 15 August 2022.
Co-Instructor (2020). Mediation analysis with distinguishable dyadic data. Invited workshop at the 111th Annual Convention of the Eastern Communication Association, Baltimore, MD, 03 April 2020. (Conference canceled)
Course Assistant (2019). Statistical Mediation and Moderation.
Instructor: Andrew F. Hayes. Statistical Horizons, Chicago, IL, 15 July 2019 – 20 July 2019.
Co-Instructor (2019). Easy statistical mediation analysis with distinguishable dyadic data. Invited workshop at the 91st Annual Convention of the Midwestern Psychological Association, Chicago, IL, 13 April 2019.
Oral Presentations
Coutts, J.J. (2023). The (institutional) power of (statistical) power. Presentation at the Diversity, Equity, and Inclusion Research Conference, Columbus, OH, 31 January 2023. (Third place winner.)
Coutts, J.J. (2022). (Dis)entangling mediation and moderation: How and when to study “when” and “how”. Invited presentation delivered at the Quantitative Methodology Center, Columbus, OH, 21 October 2022.
Coutts, J.J., & Pek, J. (2022). Power up: Exploring the use of the bootstrap in power analysis. Presentation at the Quantitative Methodology Center Conference, Columbus, OH, 01 June 2022.
Coutts, J.J. (2022). (Some) considerations for multiple mediator models. Presentation at the Department of Psychology Advanced Research Forum, Columbus, OH, 19 April 2022. (First place winner.)
Coutts, J.J. (2022). Contrasting contrasts: Reasons why and ways to compare indirect effects in multiple mediator models. Presentation at the Edward F. Hayes Graduate Research Forum, Columbus, OH, 04 March 2022. (Third place winner.)
Coutts, J. J., & Weidler, D. J. (2018). Love, know, grow: Exploring the mediating role of self-concept clarity in the relationship between self-compassion and psychological well-being. Presentation at the 2018 Annual Convention of the Rocky Mountain Psychological Association, Denver, CO, 04 April 2018.
Coutts, J.J., Al-Kire, R.L., & Weidler, D.J. (2017). Investigating the relationship between self-concept clarity and the benefits of self-compassion. Presentation at the 9th Annual National Science Foundation Research Experience for Undergraduates Conference, Flagstaff, AZ, 14 July 2017.
Dunbar, N.D., Anderson, M.D. & Coutts, J.J. (2016). Promoting success: An 8-week online statistics lab for transfer students in the psychological sciences major. Presentation at the SBS Retreat for Learning with Technology, Flagstaff, AZ, 26 August 2016.
Poster Presentations
National
Coutts, J.J., & Pek, J. (2022). BSPower: The efficacy of resampling methods in power analysis. Poster presented at the Annual Meeting of the Association for Psychological Science, Chicago, IL, 27 May 2022.
Hoisington-Shaw, K.J., Coutts, J.J., & Pek, J. (2020). Beyond fixed sample sizes: Sequential testing in psychology. Poster presented at the International Meeting of the Psychometric Society, College Park, MD, 14 July 2020. (Conference canceled)
Hoisington-Shaw, K.J., Coutts, J.J., & Pek, J. (2020). Sequential testing methods and the replication crisis. Poster presented at the Annual Meeting of the Association for Psychological Science, Chicago, IL, 22 May 2020. (Conference canceled)
Coutts, J.J., Hayes, A.F., & Jiang, T. (2019). MEDYAD: An analytical tool for assessing mediation in distinguishable dyads. Poster presented at the Annual Meeting of the Association for Psychological Science, Washington, D.C., 24 May 2019.
Coutts, J.J., & Walters, A.S. (2018). “It was the best of times, it was the worst of times”: Having “The Talk” about sexuality with my parents. Poster presented at the Annual Meeting of the American Association of Sexuality Educators, Counselors, and Therapists, Denver, CO, 14 June 2018.
Coutts, J.J., Al-Kire, R.L., & Weidler, D.J. (2017). “I know because I care”: Exploring the mediating role of self-concept clarity in the relationship between self-compassion and its benefits. Poster presented at the Research Experiences for Undergraduates Symposium, Alexandria, VA, 23 October 2017.
Coutts, J.J., & Walters, A.S. (2017). “I had a great sex education, but it was terrible”: Dimensionalizing what it means to come from a sex positive or sex negative household. Poster presented at the Annual Meeting of the American Association of Sexuality Educators, Counselors, and Therapists, Las Vegas, NV, 15 June 2017.
Enriquez, D.F., Coutts, J.J., Cashman, E.G., & Walters, A.S. (2017). Sexualities of Latino- and Caucasian-identifying men: Similarities and (some) differences. Poster presented at the Annual Meeting of the American Association of Sexuality Educators, Counselors, and Therapists, Las Vegas, NV, 15 June 2017.
Regional
Galat, K.I., Coutts, J.J., & Donohue, D.K. (2018). Getting gritty with it: Exploring the mediating role of conscientiousness in the relationship between self-control and grit. Poster presented at the 98th Annual Convention of the Western Psychological Association, Portland, OR, 25 April 2018.
Bryson, M.M., Coutts, J.J., & Donohue, D.K. (2018). “Forgive and for-grit”: The mediating role of self-esteem in grit, self-compassion, and happiness. Poster presented at the 98th Annual Convention of the Western Psychological Association, Portland, OR, 25 April 2018.
Camacho, A., Coutts, J.J., & Donohue, D.K. (2018). Get a grit: An analysis of grit as a mediator in the relationship between conscientiousness and academic achievement. Poster presented at the 98th Annual Convention of the Western Psychological Association, Portland, OR, 25 April 2018.
Coplen, C.C., Coutts, J.J., & Donohue, D.K. (2018). Agree to disagree: Exploring the relationship between self-compassion and self-esteem. Poster presented at the 2018 Annual Convention of the Rocky Mountain Psychological Association, Denver, CO, 03 April 2018.
Local
Barger, S.D., Coutts, J.J., Anderson, M.D., Dunbar, N.D., & Dmitrieva, N.O. (2018). Do grade incentives affect performance on a statistics assessment instrument? A randomized study in an introduction to statistics in psychology course. Poster presented at the Northern Arizona University Assessment Fair, Flagstaff, AZ, 11 April 2018.
Carballo, B., Coutts, J.J., & Donohue, D.K. (2017). Individualism, collectivism, and the self: An exploration of compassion and self-compassion. Poster presented at the College of Social and Behavioral Sciences Fall 2017 Symposium, Flagstaff, AZ, 01 December 2017.
Coutts, J.J., Al-Kire, R.L., & Weidler, D.J. (2017). Familiarity breeds liking…or vice versa: Looking at the mediating role of self-concept clarity in self-compassion. Poster presented at the 9th Annual National Science Foundation Research Experience for Undergraduates Conference, Flagstaff, AZ, 14 July 2017.
Bryson, M.M., Carballo, B., Coutts, J.J., & Donohue, D.K. (2017). Associations of cultural values, gender, and motivation for achievement. Poster presented at Northern Arizona University’s Annual Undergraduate Symposium, Flagstaff, AZ, 28 April 2017.
Camacho, A., Wolcott, A., Coutts, J.J., & Donohue, D.K. (2017). A generation motivated by the self. Poster presented at Northern Arizona University’s Annual Undergraduate Symposium, Flagstaff, AZ, 28 April 2017.
Coutts, J.J., Henderson, K.E., & Donohue, D.K. (2016). Themes of happiness, sadness, and higher education: Culture and self. Poster presented at the College of Social and Behavioral Sciences Fall 2016 Symposium, Flagstaff, AZ, 9 December 2016.
Colloquia
Coutts, J.J. (2023). A methodological perspective on mentorship, teaching, and research. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 06 March 2023.
Coutts, J.J. (2022). Should we be doing this? A deep dive into conditional indirect effects. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 24 October 2022.
Coutts, J.J. (2022). BS Power: Bootstrap or …?. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 28 March 2022.
Coutts, J.J. (2021). Inference for the difference: An exploration of methods for conducting contrasts in multiple mediator models. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 08 February 2021.
Coutts, J.J. (2020). It makes a difference: Methods for comparing indirect effects in multiple mediator models. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 20 April 2020.
Hayes A.F., & Coutts J.J. (2019). Use omega, not Cronbach’s alpha for reliability. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 11 October 2019.
Coutts, J.J. (2019). SEM, OLS regression, and their application to mediation analysis in dyadic data. Talk presented at The Quantitative Psychology Seminar, Columbus, OH, 1 April 2019.
Software
Coutts, J.J., Hayes, A.F., & Jiang, T. (2019). MEDYAD. An SPSS and SAS macro for mediation analysis in distinguishable dyadic data. Documentation available at jjcoutts.com.
Hayes, A.F. & Coutts J.J. (2019). OMEGA. An SPSS and SAS macro for obtaining McDonald’s Omega and Cronbach’s Alpha. Available at afhayes.com.
Leadership Positions
Mentor – Psychology Peer Education and Enrichment Program 2022-2023
Cofounder – Diversity and Justice Committee in Introduction to Psychology2020-2021
Vice President – Quantitative Psychology Graduate Student Association2019-2021
Research Mentor – Undergraduate Research Mentorship Program 2017-2018
Undergraduate Representative – Academic Integrity Board 2016-2018
Lab Manger – Culture and Academic Achievement Lab2016-2018
Statistical Programs and Languages
Expert: Excel, SPSS, GAUSS, R
Proficient: Mplus, Python, SAS, SQL
Honors and Awards
The Ohio State University
Department of Psychology 2022 Advanced Research Forum – First Place
Department of Psychology 2023 Diversity, Equity, and Inclusion Conference – Third Place
Distinguished University Fellowship (Two Years)
Edward F. Hayes 2022 Graduate Research Forum – Third Place
Excellence in Leadership Award – Introduction to Psychology Program
Graduate Associate Teaching Award (GATA) – University Level
Interdisciplinary Research Award – Department Level
Meritorious Teaching Award – Introduction to Psychology Program
Robert M. Arkin Certificate in the Teaching of Psychology
The College of Arts and Sciences Division of Social and Behavioral Sciences Scholarship
Northern Arizona University
Dean’s Travel Award
Department of Psychological Sciences’ Travel Award
Gold Axe Award
Lumberjack Scholars Award
Outstanding Junior of the Department of Psychological Sciences
Outstanding Senior of the Department of Psychological Sciences
Student Travel Award
Summa Cum Laude
The Conklin-Faust Student Scholarship Award
Journal Reviewing
European Journal of Social Psychology
Journal of Gerontology (Psychology)
Journal of Happiness Studies
PLOS One
Service
Poster Abstract Reviewer, American Psychological Association Convention, Division 52023
Panelist, Graduate and Professional Student Recruitment Event, Office of Diversity and Inclusion2022
Panel Member, Quantitative Methods Information Session, National Online Meeting2022
Judge, District Science, State of Ohio2022
Judge, Buckeye Science and Engineering Fair, State of Ohio2022
Panelist, Milestone Meetup, Department of Psychology2022
Judge, Ohio District Science Day, State of Ohio 2021
Volunteer, CV and Statement of Purpose Workshop, Department of Psychology2020
Volunteer, Graduate and Professional Student Recruitment Event, Office of Diversity and Inclusion 2020
Volunteer at Graduate School Application Review Seminar, Department of Psychology 2019
Panelist, A Note on Graduate School, Department of Psychology 2019
Volunteer for the Ohio Psychology Teaching Conference 2019
Judge for the American Statistical Association DataFest at OSU 2019
Thesis Judge for the Spring Undergraduate Research Festival 2019
Poster Judge at the Psychology Undergraduate Research Colloquium and Reception 2019
Volunteer for the Edward F. Hayes’ Graduate Forum 2019
Panelist, How to Get into Graduate School, Department of Psychology 2018
Panelist, Applying to Graduate, Medical, or Law School Workshop 2018
Panelist, Graduate and Professional Student Recruitment Event, Office of Diversity and Inclusion 2018
Professional Affiliations
American Psychological Association (APA)
Association for Psychological Science (APS)
American Statistical Association (ASA)
Institute of Mathematics and Statistics (IMS)
National Center for Faculty Development and Diversity
Psi Chi Honor Society