Abramowitz, J. S., Deacon, B. J., Olatunji, B. O., Wheaton, M. G., Berman, N. C., Losardo, D., Timpano, K. R., McGrath, P. B., Riemann, B. C., Adams, T., Björgvinsson, T., Storch, E. A., & Hale, L. R. (2010). Assessment of obsessive-compulsive symptom dimensions: Development and evaluation of the Dimensional Obsessive-Compulsive Scale. Psychological Assessment, 22(1), 180–198. https://doi.org/10.1037/a0018260

Abramowitz, J. S., McKay, D., & Taylor, S. (2008). Clinical handbook of obsessive-compulsive disorder and related problems. Johns Hopkins University.

American Psychiatric Association (2013). Diagnostic and statistical manual of mental disorders (5th ed.). https://doi.org/10.1176/appi.books.9780890425596

Anderson, K. N. (2015). Premature termination of outpatient psychotherapy: Predictors, reasons, and outcomes [Doctoral dissertation, University of Nebraska]. DigitalCommons@University of Nebraska - Lincoln.

Boswell, J. F., Sauer-Zavala, S. E., Gallagher, M. W., Delgado, N. K., & Barlow, D. H. (2012). Readiness to change as a moderator of outcome in transdiagnostic treatment. Psychotherapy Research: Journal of the Society for Psychotherapy Research, 22(5), 570–578. https://doi.org/10.1080/10503307.2012.688884

Article  PubMed  Google Scholar 

Chang, C. C., Wu, T. H., Chen, C. Y., Wang, J. D., & Lin, C. Y. (2014). Psychometric evaluation of the internalized stigma of mental illness scale for patients with mental illnesses: Measurement invariance across time. PLoS One, 9(6), e98767. https://doi.org/10.1371/journal.pone.0098767

Article  CAS  PubMed  PubMed Central  Google Scholar 

De La Cruz, M., Zarate, A., Zamarripa, J., Castillo, I., Borbon, A., Duarte, H., & Valenzuela, K. (2021). Grit, self-efficacy, motivation and the readiness to change index toward exercise in the adult population. Frontiers in Psychology, 12, 732325. https://doi.org/10.3389/fpsyg.2021.732325

Article  PubMed  Google Scholar 

DiClemente, C. C., Schlundt, D., & Gemmell, L. (2004). Readiness and stages of change in addiction treatment. The American Journal on Addictions, 13(2), 103–119. https://doi.org/10.1080/10550490490435777

Article  PubMed  Google Scholar 

Dozois, D. J. A., Westra, H. A., Collins, K. A., Fung, T. S., & Garry, J. K. F. (2004). Stages of change in anxiety: Psychometric properties of the university of Rhode Island change assessment (URICA) scale. Behaviour Research and Therapy, 42(6), 711–729. https://doi.org/10.1016/S0005-7967(03)00193-1

Article  PubMed  Google Scholar 

Field, C. A., Adinoff, B., Harris, T. R., Ball, S. A., & Carroll, K. M. (2009). Construct, concurrent and predictive validity of the URICA: Data from two multi-site clinical trials. Drug and Alcohol Dependence, 101(1–2), 115–123. https://doi.org/10.1016/j.drugalcdep.2008.12.003

Gecas, V. (1989). The social psychology of self-efficacy. Annual Review of Sociology, 15(1), 291–316. https://doi.org/10.1146/annurev.so.15.080189.001451

Article  Google Scholar 

Geller, J., Drab-Hudson, D. L., Whisenhunt, B. L., & Srikameswaran, S. (2004). Readiness to change dietary restriction predicts outcomes in the eating disorders. Eating Disorders, 12(3), 209–224. https://doi.org/10.1080/10640260490490438

Article  PubMed  Google Scholar 

Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Mediation analysis. In J. F. Hair Jr., G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, & S. Ray (Eds.), Partial least squares structural equation modeling (PLS-SEM) using R: A workbook (pp. 139–153). Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7_7

Harris, P. A., Taylor, R., Minor, B. L., Elliott, V., Fernandez, M., O’Neal, L., McLeod, L., Delacqua, G., Delacqua, F., Kirby, J., & Duda, S. N. (2019). The REDCap consortium: Building an international community of software platform partners. Journal of Biomedical Informatics, 95, 103208. https://doi.org/10.1016/j.jbi.2019.103208

Article  PubMed  PubMed Central  Google Scholar 

Harris, P. A., Taylor, R., Thielke, R., Payne, J., Gonzalez, N., & Conde, J. G. (2009). Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support. Journal of Biomedical Informatics, 42(2), 377–381. https://doi.org/10.1016/j.jbi.2008.08.010

Article  PubMed  Google Scholar 

Hubley, A. M. (2014). Beck depression inventory. In A. C. Michalos (Ed.), Encyclopedia of quality of life and well-being research (pp. 338–345). Springer, Netherlands. https://doi.org/10.1007/978-94-007-0753-5_156

Hudson, N. W., & Fraley, R. C. (2016). Do people’s desires to change their personality traits vary with age? An examination of trait change goals across adulthood. Social Psychological and Personality Science, 7(8), 847–856. https://doi.org/10.1177/1948550616657598

Article  Google Scholar 

King, K., & Zaboski, B. A. (2024). Social support in obsessive-compulsive disorder: The relationships between social support and readiness to change. Bulletin of the Menninger Clinic, 88(4), 320–335. https://doi.org/10.1521/bumc.2024.88.4.320

Article  PubMed  Google Scholar 

Law, C., & Boisseau, C. L. (2019). Exposure and response prevention in the treatment of obsessive-compulsive disorder: Current perspectives. Psychology Research and Behavior Management, 12, 1167–1174. https://doi.org/10.2147/PRBM.S211117

Article  PubMed Central  Google Scholar 

Lecrubier, Y., Sheehan, D. V., Weiller, E., Amorim, P., Bonora, I., Sheehan, K. H., Janavs, J., & Dunbar, G. C. (1997). The mini international neuropsychiatric interview (MINI). A short diagnostic structured interview: Reliability and validity according to the CIDI. European Psychiatry, 12(5), 224–231. https://doi.org/10.1016/S0924-9338(97)83296-8

Article  Google Scholar 

Lewis, C. C., Simons, A. D., Silva, S. G., Rohde, P., Small, D. M., Murakami, J. L., High, R. R., & March, J. S. (2009). The role of readiness to change in response to treatment of adolescent depression. Journal of Consulting and Clinical Psychology, 77(3), 422–428. https://doi.org/10.1037/a0014154

Article  PubMed  PubMed Central  Google Scholar 

Nedeljkovic, M., Kyrios, M., Moulding, R., Doron, G., Wainwright, K., Pantelis, C., Purcell, R., & Maruff, P. (2009). Differences in neuropsychological performance between subtypes of obsessive–compulsive disorder. Australian and New Zealand Journal of Psychiatry, 43(3), 216–226. https://doi.org/10.1080/00048670802653273

Article  PubMed  Google Scholar 

Norcross, J. C., Krebs, P. M., & Prochaska, J. O. (2011). Stages of change. Journal Of Clinical Psychology, 67(2), 143–154. https://doi.org/10.1002/jclp.20758

Article  PubMed  Google Scholar 

O’Neill, J., & Feusner, J. D. (2015). Cognitive-behavioral therapy for obsessive-compulsive disorder: Access to treatment, prediction of long-term outcome with neuroimaging. Psychology Research and Behavior Management, 8, 211–223. https://doi.org/10.2147/PRBM.S75106

Article  PubMed  PubMed Central  Google Scholar 

Prochaska, J. O., & DiClemente, C. C. (2005). The transtheoretical approach. In J. C. Norcross, & M. R. Goldfried (Eds.), Handbook of psychotherapy integration (2nd ed., pp. 147–171). Oxford University Press.

Prochaska, J. O., Velicer, W. F., Rossi, J. S., Goldstein, M. G., Marcus, B. H., Rakowski, W., Fiore, C., Harlow, L. L., Redding, C. A., Rosenbloom, D., & Rossi, S. R. (1994). Stages of change and decisional balance for 12 problem behaviors. Health Psychology, 13(1), 39–46. https://doi.org/10.1037/0278-6133.13.1.39

Article  CAS  PubMed  Google Scholar 

Ritsher, J. B., Otilingam, P. G., & Grajales, M. (2003). Internalized stigma of mental illness: Psychometric properties of a new measure. Psychiatry Research, 121(1), 31–49. https://doi.org/10.1016/j.psychres.2003.08.008

Article  PubMed  Google Scholar 

Ruscio, A. M., Stein, D. J., Chiu, W. T., & Kessler, R. C. (2010). The epidemiology of obsessive-compulsive disorder in the National comorbidity survey replication. Molecular Psychiatry, 15(1), 53–63. https://doi.org/10.1038/mp.2008.94

Article  CAS  PubMed  Google Scholar 

Sheehan, D. V., Lecrubier, Y., Sheehan, K. H., Amorim, P., Janavs, J., Weiller, E., Hergueta, T., Baker, R., & Dunbar, G. C. (1998). The Mini-International neuropsychiatric interview (M.I.N.I.): The development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. The Journal of Clinical Psychiatry, 59(Suppl 20), 22–33.

PubMed  Google Scholar 

Storch, E. A., Abramowitz, J. S., & McKay, D. (Eds.). (2021). Complexities in obsessive compulsive and related disorders: Advances in conceptualization and treatment. Oxford University Press. https://doi.org/10.1093/med-psych/9780190052775.001.0001

Textor, J., van der Zander, B., Gilthorpe, M. S., Liśkiewicz, M., & Ellison, G. T. (2016). Robust causal inference using directed acyclic graphs: The R package ‘dagitty’. International Journal of Epidemiology, 45(6), 1887–1894. https://doi.org/10.1093/ije/dyw341

Article  PubMed  Google Scholar 

Tingley, D., Yamamoto, T., Hirose, K., Keele, L., & Imai, K. (2014). Mediation: R package for causal mediation analysis. Journal of Statistical Software, 59(5), 1–38. https://doi.org/10.18637/jss.v059.i05

Article  Google Scholar 

van Buuren, S., & Groothuis-Oudshoorn, K. (2011). Mice: Multivariate imputation by chained equations in R. Journal of Statistical Software, 45(3), 1–67. https://doi.org/10.18637/jss.v045.i03

Article  Google Scholar 

Wang, Y.-P., & Gorenstein, C. (2013). Psychometric properties of the Beck Depression Inventory-II: A comprehensive review. Brazilian Journal of Psychiatry, 35, 416–431. https://doi.org/10.1590/1516-4446-2012-1048

Wen, Z., & Fan, X. (2015). Monotonicity of effect sizes: Questioning kappa-squared as mediation effect size measure. Psychological Methods, 20(2), 193–203. https://doi.org/10.1037/met0000029

Article  PubMed  Google Scholar 

Zaboski, B. A., Gilbert, A., Hamblin, R., Andrews, J., Ramos, A., Nadeau, J. M., & Storch, E. A. (2019). Quality of life in children and adolescents with obsessive-compulsive disorder: The pediatric quality of life enjoyment and satisfaction questionnaire (PQ-LES-Q). Bulletin of the Menninger Clinic, 83(4), 377–397. https://doi.org/10.1521/bumc_2019_83_03

Article  PubMed  Google Scholar 

Zaboski, B. A., Wilens, A., McNamara, J. P. H., & Muller, G. N. (2024). Predicting OCD severity from religiosity and personality: A machine learning and neural network approach. Journal of Mood and Anxiety Disorders, 8, 100089. https://doi.org/10.1016/j.xjmad.2024.100089

Article  PubMed  PubMed Central  Google Scholar