References
- 1Abramovitch, A., Dar, R., Hermesh, H., & Schweiger, A. (2012). Comparative neuropsychology of adult obsessive-compulsive disorder and attention deficit/hyperactivity disorder: implications for a novel executive overload model of OCD. J Neuropsychol, 6(2), 161–191. DOI: 10.1111/j.1748-6653.2011.02021.x
- 2Abramowitz, J. S., Taylor, S., & McKay, D. (2009). Obsessive-compulsive disorder. The Lancet, 374(9688), 491–499. DOI: 10.1016/S0140-6736(09)60240-3
- 3American Psychiatric Association. (2013). Diagnostic and Statistical Manual of Mental Disorders. American Psychiatric Association. DOI: 10.1176/appi.books.9780890425596
- 4Baer, L., Brown-Beasley, M. W., Sorce, J., & Henriques, A. I. (1993). Computer-assisted telephone administration of a structured interview for obsessive-compulsive disorder. American Journal of Psychiatry, 150(11), 1737–1738. DOI: 10.1176/ajp.150.11.1737
- 5Banca, P., Vestergaard, M. D., Rankov, V., Baek, K., Mitchell, S., Lapa, T., … Voon, V. (2015). Evidence accumulation in obsessive-compulsive disorder: the role of uncertainty and monetary reward on perceptual decision-making thresholds. Neuropsychopharmacology, 40(5), 1192–1202. DOI: 10.1038/npp.2014.303
- 6Bogacz, R., Brown, E., Moehlis, J., Holmes, P., & Cohen, J. D. (2006). The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks. Psychological Review, 113(4), 700–765. DOI: 10.1037/0033-295X.113.4.700
- 7Buhrmester, M., Kwang, T., & Gosling, S. D. (2016).
Amazon’s Mechanical Turk: A new source of inexpensive, yet high-quality data? In Methodological issues and strategies in clinical research (4th ed.) (pp. 133–139). American Psychological Association. DOI: 10.1037/14805-009 - 8Burns, G. L., Keortge, S. G., Formea, G. M., & Sternberger, L. G. (1996). Revision of the Padua Inventory of obsessive compulsive disorder symptoms: Distinctions between worry, obsessions, and compulsions. Behaviour Research and Therapy, 34(2), 163–173. DOI: 10.1016/0005-7967(95)00035-6
- 9Cohen, R. J., & Calamari, J. E. (2004). Thought-Focused Attention and Obsessive–Compulsive Symptoms: An Evaluation of Cognitive Self-Consciousness in a Nonclinical Sample. Cognitive Therapy and Research, 28(4), 457–471. DOI: 10.1023/B:COTR.0000045558.75538.ff
- 10Collaton, J., & Purdon, C. (2015). Verbalizations during compulsions in obsessive-compulsive disorder. Journal of Obsessive-Compulsive and Related Disorders, 7, 49–53. DOI: 10.1016/j.jocrd.2015.10.004
- 11Conway, A. R., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005). Working memory span tasks: A methodological review and user’s guide. Psychonomic Bulletin & Review, 12, 769–786. DOI: 10.3758/BF03196772
- 12Crump, M. J. C., McDonnell, J. V., & Gureckis, T. M. (2013). Evaluating Amazon’s Mechanical Turk as a Tool for Experimental Behavioral Research. PLoS ONE, 8(3),
e57410 . DOI: 10.1371/journal.pone.0057410 - 13Erhan, C., & Balcı, F. (2017). Obsessive compulsive features predict cautious decision strategies. Quarterly Journal of Experimental Psychology, 70(1), 179–190. DOI: 10.1080/17470218.2015.1130070
- 14Erhan, C., Bulut, G. Ç., Gökçe, S., Ozbas, D., Turkakin, E., Dursun, O. B., … Balcı, F. (2017). Disrupted latent decision processes in medication-free pediatric OCD patients. Journal of Affective Disorders, 207, 32–37. DOI: 10.1016/j.jad.2016.09.011
- 15Federici, A., Summerfeldt, L. J., Harrington, J. L., McCabe, R. E., Purdon, C. L., Rowa, K., & Antony, M. M. (2010). Consistency between self-report and clinician-administered versions of the Yale-Brown Obsessive–Compulsive Scale. Journal of Anxiety Disorders, 24(7), 729–733. DOI: 10.1016/j.janxdis.2010.05.005
- 16Foa, E. B., Mathews, A., Abramowitz, J. S., Amir, N., Przeworski, A., Riggs, D. S., … Alley, A. (2003). Do Patients with Obsessive–Compulsive Disorder Have Deficits in Decision-Making? Cognitive Therapy and Research, 27(4), 431–445. DOI: 10.1023/A:1025424530644
- 17Gillan, C. M., Kosinski, M., Whelan, R., Phelps, E. A., & Daw, N. D. (2016). Characterizing a psychiatric symptom dimension related to deficits in goal-directed control. eLife, 5,
e11305 . DOI: 10.7554/eLife.11305 - 18Gold, J. I., & Shadlen, M. N. (2007). The Neural Basis of Decision Making. Annual Review of Neuroscience, 30(1), 535–574. DOI: 10.1146/annurev.neuro.29.051605.113038
- 19Goodman, W. K. (1989). The Yale-Brown Obsessive Compulsive Scale. Archives of General Psychiatry, 46(11), 1006–1011. DOI: 10.1001/archpsyc.1989.01810110048007
- 20Hauser, T. U., Allen, M., Rees, G., & Dolan, R. J. (2017). Metacognitive impairments extend perceptual decision making weaknesses in compulsivity. Scientific Reports, 7(1), 6614. DOI: 10.1038/s41598-017-06116-z
- 21Heekeren, H. R., Marrett, S., & Ungerleider, L. G. (2008). The neural systems that mediate human perceptual decision making. Nature Reviews Neuroscience, 9(6), 467–479. DOI: 10.1038/nrn2374
- 22Lerche, V., & Voss, A. (2016). Model Complexity in Diffusion Modeling: Benefits of Making the Model More Parsimonious. Frontiers in Psychology, 7, 1324–1324. DOI: 10.3389/fpsyg.2016.01324
- 23Marton, T., Samuels, J., Nestadt, P., Krasnow, J., Wang, Y., Shuler, M., … Nestadt, G. (2019). Validating a dimension of doubt in decision-making: A proposed endophenotype for obsessive-compulsive disorder. PLoS ONE, 14(6), e0218182–e0218182. DOI: 10.1371/journal.pone.0218182
- 24Moritz, S., Hottenrott, B., Jelinek, L., Brooks, A. M., & Scheurich, A. (2012). Effects of Obsessive-Compulsive Symptoms on Neuropsychological Test Performance: Complicating an Already Complicated Story. The Clinical Neuropsychologist, 26(1), 31–44. DOI: 10.1080/13854046.2011.639311
- 25Muller, J., & Roberts, J. (2005). Memory and attention in Obsessive-Compulsive Disorder: A review. Journal of Anxiety Disorders, 19, 1–28. DOI: 10.1016/j.janxdis.2003.12.001
- 26Nakao, T., Okada, K., & Kanba, S. (2014). Neurobiological model of obsessive-compulsive disorder: Evidence from recent neuropsychological and neuroimaging findings. Psychiatry and Clinical Neurosciences, 68(8), 587–605. DOI: 10.1111/pcn.12195
- 27Newsome, W. T., Britten, K. H., & Movshon, J. A. (1989). Neuronal correlates of a perceptual decision. Nature, 341(6237), 52–54. DOI: 10.1038/341052a0
- 28Pushkarskaya, H., Tolin, D., Ruderman, L., Kirshenbaum, A., Kelly, J. M., Pittenger, C., & Levy, I. (2015). Decision-making under uncertainty in obsessive–compulsive disorder. Journal of Psychiatric Research, 69, 166–173. DOI: 10.1016/j.jpsychires.2015.08.011
- 29R Core Team. (2019).
R: A language and environment for statistical computing . In: Vienna, Austria: R Foundation for Statistical Computing.https://www.R-project.org/ - 30Ratcliff, R. (1978). A theory of memory retrieval. Psychological Review, 85(2), 59–108. DOI: 10.1037/0033-295X.85.2.59
- 31Ratcliff, R., & McKoon, G. (2008). The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks. Neural Computation, 20(4), 873–922. DOI: 10.1162/neco.2008.12-06-420
- 32Ratcliff, R., & Rouder, J. N. (1998). Modeling Response Times for Two-Choice Decisions. Psychological Science, 9(5), 347–356. DOI: 10.1111/1467-9280.00067
- 33Reed, G. F. (1976). Indecisiveness in Obsessional-Compulsive Disorder. British Journal of Social and Clinical Psychology, 15(4), 443–445. DOI: 10.1111/j.2044-8260.1976.tb00059.x
- 34Rubio-Aparicio, M., Núñez-Núñez, R. M., Sánchez-Meca, J., López-Pina, J., Marín-Martínez, F., & López-López, J. A. (2017). A Reliability Generalization Meta-Analysis of the Padua Inventory of Obsessions and Compulsions. The Spanish Journal of Psychology, 20,
e70 . DOI: 10.1017/sjp.2017.65 - 35Sachdev, P. S., & Malhi, G. S. (2005). Obsessive–Compulsive Behaviour: A Disorder of Decision-Making. Australian & New Zealand Journal of Psychiatry, 39(9), 757–763. DOI: 10.1080/j.1440-1614.2005.01680.x
- 36Shadlen, M. N., & Newsome, W. T. (1996). Motion perception: seeing and deciding. Proceedings of the National Academy of Sciences, 93(2), 628–633. DOI: 10.1073/pnas.93.2.628
- 37Smith, P. L., & Ratcliff, R. (2004). Psychology and neurobiology of simple decisions. Trends in Neurosciences, 27(3), 161–168. DOI: 10.1016/j.tins.2004.01.006
- 38Solway, A., Lin, Z., & Vinaik, E. (2021). Transfer of information across repeated decisions in general and in obsessive–compulsive disorder. Proceedings of the National Academy of Sciences, 118(1),
e2014271118 . DOI: 10.1073/pnas.2014271117 - 39Spielberger, C., Gorsuch, R., Lushene, R., Vagg, P. R., & Jacobs, G. (1983). Manual for the State-Trait Anxiety Inventory (Form Y1 – Y2) (Vol. IV). DOI: 10.1037/t06496-000
- 40Stan Development Team. (2018). RStan: the R interface to Stan. R package version 2.18.2.
http://mc-stan.org . In. - 41Steketee, G., Frost, R., & Bogart, K. (1996). The Yale-Brown Obsessive Compulsive Scale: Interview versus self-report. Behaviour Research and Therapy, 34(8), 675–684. DOI: 10.1016/0005-7967(96)00036-8
- 42Stern, E. R., Welsh, R. C., Gonzalez, R., Fitzgerald, K. D., Abelson, J. L., & Taylor, S. F. (2013). Subjective uncertainty and limbic hyperactivation in obsessive-compulsive disorder. Human brain mapping, 34(8), 1956–1970. DOI: 10.1002/hbm.22038
- 43Tavares, G., Perona, P., & Rangel, A. (2017). The Attentional Drift Diffusion Model of Simple Perceptual Decision-Making. Frontiers in Neuroscience, 11. DOI: 10.3389/fnins.2017.00468
- 44Theisen, M., Lerche, V., von Krause, M., & Voss, A. (2021). Age differences in diffusion model parameters: a meta-analysis. Psychological Research, 85(5), 2012–2021. DOI: 10.1007/s00426-020-01371-8
- 45Torres, A. R., Prince, M. J., Bebbington, P. E., Bhugra, D., Brugha, T. S., Farrell, M., … Singleton, N. (2006). Obsessive-Compulsive Disorder: Prevalence, Comorbidity, Impact, and Help-Seeking in the British National Psychiatric Morbidity Survey of 2000. American Journal of Psychiatry, 163(11), 1978–1985. DOI: 10.1176/ajp.2006.163.11.1978
- 46Townsend, J. T., & Ashby, F. G. (1983). The Stochastic Modeling of Elementary Psychological Processes. New York: Cambridge University Press.
- 47Turner, M. L., & Engle, R. W. (1989). Is working memory capacity task dependent? Journal of Memory and Language, 28(2), 127–154. DOI: 10.1016/0749-596X(89)90040-5
- 48Veale, D., & Roberts, A. (2014). Obsessive-compulsive disorder. BMJ, 348(apr07 6), g2183–g2183. DOI: 10.1136/bmj.g2183
- 49Wells, A. (1997). Cognitive Therapy of Anxiety Disorders: A Practice Manual and Conceptual Guide. Chichester: Wiley.
- 50Wells, A. (2009). Metacognitive therapy for anxiety and depression. New York, NY: The Guildford Press.
- 51Wells, A., & Matthews, G. (1994). Attention and emotion: A clinical perspective. Hillsdale, NJ, US: Lawrence Erlbaum Associates, Inc.
- 52White, C. N., Ratcliff, R., Vasey, M. W., & McKoon, G. (2010). Using diffusion models to understand clinical disorders. Journal of mathematical psychology, 54(1), 39–52. DOI: 10.1016/j.jmp.2010.01.004