Featured Publications
How do we measure attention? Using factor analysis to establish construct validity of neuropsychological tests
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Construct validity, ecological validity and acceptance of self-administered online neuropsychological assessment in adults.
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The TestMyBrain digital neuropsychology toolkit: Development and psychometric characteristics
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Accurate prediction of momentary cognition from intensive longitudinal data
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Is the Web as good as the lab? Comparable performance from Web and lab in cognitive/perceptual experiments
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Ecological Momentary Assessment of Cognition in Clinical and Community Samples: Reliability and Validity Study
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TestMyBrain References
If you are the author of a publication that used TestMyBrain tests, data, or tools, please let us know at info@testmybrain.org!
- Kim, H., Kaduthodil, J., Strong, R. W., Germine, L., Cohan, S., & Wilmer, J. B. (2024). Multiracial Reading the Mind in the Eyes Test (MRMET): an inclusive version of an influential measure. Behavior Research Methods.
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- Stern, C. M., McPherson, I., Dreier, M. J., Coniglio, K., Palmer, L. P., Gydus, J., Graver, H., Germine, L. T., ...Plessow, F., & Becker, K. R. (2024). Avoidant/restrictive food intake disorder differs from anorexia nervosa in delay discounting. Journal of Eating Disorders. read more
- Tsay., J. S., Asmerian, H., Germine, L. T., Wilmer, J., Ivry, R. B., & Nakayama., K. (2024). Large-scale web-based approach reveals predictors of successful motor learning. Nature Human Behaviour. read more
- Aul, C., Brau, J. M., Sugarman, A., DeGutis, J. M., Germine, L. T., Esterman, M., ... & Fortenbaugh, F. C. (2023). The functional relevance of visuospatial processing speed across the lifespan. Cognitive Research: Principles and Implications, 8(1), 51. read more
- Ayık, E., Fevzioğlu, A., Kaşıkçı, G. B., Kaşıkçı, C., & Midi, İ. (2023). Evaluation of the Effect of Anti-seizure Drugs on Cognition in Patients with Idiopathic Generalized Epilepsy by Digital Neuropsychological Test. Archives of Epilepsy, 29(1), 16-20. read more
- Camargo, C. J., Merritt, S., Modjeski, M., Counotte, D. S., & Fernández McInerney, K. (2023). Reducing the Effects of Ageing on Cognition with Therapeutic Intervention of an Oral Multi-Nutrient: The REACTION Pilot Trial Study Design. The Journal of Prevention of Alzheimer's Disease, 1-7. read more
- Cannon, J., Eldracher, E., Cardinaux, A., Irfan, F., Bungert, L., Li, C., ... & Sinha, P. (2023). Rhythmic and interval‐based temporal orienting in autism. Autism Research, 16(4), 772-782. read more
- Cataldo, A. M., Scheuer, L., Maksimovskiy, A. L., Germine, L. T., & Dillon, D. G. (2023). Abnormal evidence accumulation underlies the positive memory deficit in depression. Journal of Experimental Psychology: General, 152(1), 139. read more
- Feyzioğlu, A., Midi, İ., Ayık, E., Kaşıkçı, G. B., & Kaşıkçı, C. H. (2023). Digital Neuropsychological Assessment of Cognitive Functions in Patients with Epilepsy. Archives of Neuropsychiatry, 60(2), 129-133. read more
- French, M. A., Keatley, E., Li, J., Balasubramanian, A., Hansel, N. N., Wise, R., ... & Celnik, P. (2023). The feasibility of remotely monitoring physical, cognitive, and psychosocial function in individuals with stroke or chronic obstructive pulmonary disease. Digital Health, 9, 1-19. read more
- Fry, R., Tanaka, J. W., Cohan, S., Wilmer, J. B., Germine, L. T., & DeGutis, J. (2023). Effects of age on face perception: Reduced eye region discrimination ability but intact holistic processing. Psychology and Aging, 38(6), 548–561. read more
- Jones, L. M., de Marco, K., Keener, K., & Monroe, K. E. (2023). Blood Pressure and Self-management in Black Women With Hypertension: Protocol Revisions to the Brain Relationships Among Information, Neuroprocessing, and Self-Management Study Due to the COVID-19 Pandemic. JMIR Research Protocols, 12(1), e43849. read more
- Knott, C. E., Gomori, S., Ngyuen, M., Pedrazzani, S., Sattaluri, S., Mierzwa, F., & Chantala, K. (2021). Connecting and linking neurocognitive, digital phenotyping, physiologic, psychophysical, neuroimaging, genomic, & sensor data with survey data. EPJ Data Science, 10(9), 1-16. read more
- Lynham, A., Jones, I., & Walters, J. (2023). Cardiff ONline Cognitive Assessment (CONCA): Results from a web-based national population cohort. Journal of Medical Internet Research, Online Version. read more
- Mascarenhas Fonseca, L., Strong, R. W., Singh, S., Bulger, J. D., Cleveland, M., Grinspoon, E., ... & Chaytor, N. S. (2023). Glycemic variability and fluctuations in cognitive status in adults with type 1 diabetes (GluCog): observational study using ecological momentary assessment of cognition. JMIR Diabetes, 8, e39750. read more
- Pozo, E., T. Germine, L., Scheuer, L., & Strong, R. W. (2023). Evaluating the Reliability and Validity of the Famous Faces Doppelgangers Test, a Novel Measure of Familiar Face Recognition. Assessment, 30(4), 1200-1210. read more
- Pratt, D. N., Luther, L., Kinney, K. S., Osborne, K. J., Corlett, P. R., Powers III, A. R., ... & Mittal, V. A. (2023). Comparing a Computerized Digit Symbol Test to a Pen-and-Paper Classic. Schizophrenia Bulletin Open, 4(1), sgad027. read more
- Singh, S., Strong, R., Xu, I., Fonseca, L. M., Hawks, Z., Grinspoon, E., ... & Germine, L. T. (2023). Ecological Momentary Assessment of Cognition in Clinical and Community Samples: Reliability and Validity Study. Journal of Medical Internet Research, 25, e45028. read more
- Strong, R. W., Grashow, R., Roberts, A. L., Passell, E., Scheuer, L., Terry, D. P., ... & Germine, L. T. (2023). Association of retrospectively reported concussion symptoms with objective cognitive performance in former American-style football players. Archives of Clinical Neuropsychology, acad008. read more
- Treves, I. N., Cannon, J., Shin, E., Li, C. E., Bungert, L., O’Brien, A., ... & Gabrieli, J. D. (2023). Autistic Adults Show Intact Learning on a Visuospatial Serial Reaction Time Task. Journal of Autism and Developmental Disorders, 1-9. read more
- Wen, A., Wolitzky-Taylor, K., Gibbons, R. D., & Craske, M. (2023). A randomized controlled trial on using predictive algorithm to adapt level of psychological care for community college students: STAND triaging and adapting to level of care study protocol. Trials, 24(1), 1-19. read more
- DeGutis, J., Li, X., Yosef, B., & Mishra, M. V. (2022). Not so fast! Response times in the computerized Benton Face Recognition Test may not reflect face recognition ability. Cognitive Neuropsychology, 39(3-4), 155-169. read more
- DeGutis, J., Yosef, B., Lee, E. A., Saad, E., Arizpe, J., Song, J. S., ... & Esterman, M. (2022). The rise and fall of face recognition awareness across the life span. Journal of Experimental Psychology: Human Perception and Performance, 49(1), 22-33. read more
- Germine, L. T., Joormann, J., Passell, E., Rutter, L. A., Scheuer, L., Martini, P., ... & Kessler, R. C. (2022). Neurocognition after motor vehicle collision and adverse post-traumatic neuropsychiatric sequelae within 8 weeks: Initial findings from the AURORA study. Journal of Affective Disorders, 298, 57-67. read more
- Hawks, Z. W., Strong, R., Jung, L., Beck, E. D., Passell, E. J., Grinspoon, E., ... & Germine, L. T. (2022). Accurate prediction of momentary cognition from intensive longitudinal data. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 8(8), 841-851. read more
- Levy, T., Britvan, B., Grosman, H., Giserman‐Kiss, I., Meyering, K., Weissman, J., ... & Siper, P. M. (2022). Assessing the utility of electronic measures as a proxy for cognitive ability. Autism Research, 15(6), 988-995. read more
- Lynham, A. J., Jones, I. R., & Walters, J. T. (2022). Web-based cognitive testing in psychiatric research: Validation and usability study. Journal of Medical Internet Research, 24(2), e28233. read more
- Passell, E., Rutter, L. A., Turban, J. L., Scheuer, L., Wright, N., & Germine, L. (2022). Generalized Anxiety Disorder Symptoms are Higher Among Same-and Both-Sex Attracted Individuals in a Large, International Sample. Sexuality Research and Social Policy, 1-12. read more
- Peterson, C. S., Zhu, Y., Germine, L. T., & Dunn, E. C. (2022). Associations Between Childhood Trauma Characteristics and Theory of Mind in Adults: Results From a Large, Diverse Sample. Child Psychiatry & Human Development, 1-12. read more
- Prijatelj, D. S., McCurrie, M., Anthony, S. E., & Scheirer, W. J. (2022). A Bayesian evaluation framework for subjectively annotated visual recognition tasks. Pattern Recognition, 123, 108395. read more
- Rodosthenous, R. S., Niemi, M. E., Kallio, L., Perala, M., Terho, P., Knopp, T., ... & Ganna, A. (2022). Recontacting biobank participants to collect lifestyle, behavioural and cognitive information via online questionnaires: lessons from a pilot study within FinnGen. BMJ Open, 12(10), e064695. read more
- Rutter, L. A., Lind, C., Howard, J., Lakhan, P., & Germine, L. (2022). Posttraumatic stress symptom severity is associated with impaired processing of emotional faces in a large international sample. Journal of Traumatic Stress, 35(4), 1263-1272. read more
- Treviño, M., Zhu, X., Lu, Y. Y., Scheuer, L. S., Passell, E., Huang, G., ... & Horowitz, T. S. (2022). Establishing construct validity of neuropsychological tests in cancer survivors. Psycho‐Oncology, 31(10), 1728-1736. https://doi.org/10.1002/pon.6015. read more
- Whelan, R., Barbey, F. M., Cominetti, M. R., Gillan, C. M., & Rosická, A. M. (2022). Developments in scalable strategies for detecting early markers of cognitive decline. Translational Psychiatry, 12(1), 473. read more
- Cabral, D. F., Hinchman, C. A., Nunez, C., Rice, J., Loewenstein, D. A., Cahalin, L. P., ... & Gomes-Osman, J. (2021). Harnessing neuroplasticity to promote brain health in aging adults: protocol for the MOVE-cog intervention study. JMIR Research Protocols, 10(11), e33589. read more
- Chaytor, N.S., Barbosa-Leiker, C., Germine, L. T., Fonseca, L.M., McPherson, S.M., Tuttle, K.R. (2021). Construct validity, ecological validity and acceptance of self-administered online neuropsychological assessment in adults. The Clinical Neuropsychologist, 35(1), 148-164. read more
- Germine, L., Strong, R. W., Singh, S., & Sliwinski, M. J. (2021). Toward dynamic phenotypes and the scalable measurement of human behavior. Neuropsychopharmacology, 46(1), 209-216. read more
- Li, L. Y., Cicero, D. C., Dodell-Feder, D., Germine, L., & Martin, E. A. (2021). Comparability of social anhedonia across epidemiological dimensions: A multinational study of measurement invariance of the Revised Social Anhedonia Scale. Psychological Assessment, 33(2), 171. read more
- Passell, E., Strong, R. W., Rutter, L. A., Kim, H., Scheuer, L., Martini, P., ... & Germine, L. (2021). Cognitive test scores vary with choice of personal digital device. Behavior Research Methods, 53(6), 2544-2557. read more
- Singh, S., Strong, R. W., Jung, L., Li, F. H., Grinspoon, L., Scheuer, L. S., Passell, E. J., Martini, P., Chaytor, N., Soble, J. R., & Germine, L. (2021). The TestMyBrain Digital Neuropsychology Toolkit: Development and Psychometric Characteristics. Journal of Clinical and Experimental Neuropsychology, 43(8), 786-795. read more
- Treviño, M., Zhu, X., Lu, Y. Y., Scheuer, L. S., Passell, E., Huang, G. C., ... & Horowitz, T. S. (2021). How do we measure attention? Using factor analysis to establish construct validity of neuropsychological tests. Cognitive Research: Principles and Implications, 6(1), 1-26. read more
- Yamashita, A., Rothlein, D., Kucyi, A., Valera, E. M., Germine, L., Wilmer, J., ... & Esterman, M. (2021). Variable rather than extreme slow reaction times distinguish brain states during sustained attention. Scientific Reports, 11(1), 14883. read more
- D’Ardenne, K., Savage, C. R., Small, D., Vainik, U., & Stoeckel, L. E. (2020). Core neuropsychological measures for obesity and diabetes trials: Initial report. Frontiers in Psychology, 11, 554127. read more
- Dodell-Feder, D., Ressler, K. J., & Germine, L. T. (2020). Social cognition or social class and culture? On the interpretation of differences in social cognitive performance. Psychological Medicine, 50(1), 133-145. read more
- Dodell-Feder, D., Shovestul, B., Woodyatt, J., Popov, V., & Germine, L. (2020). Social anhedonia, social networks, and psychotic-like experiences: A test of social deafferentation. Psychiatry Research, 284, 112682. read more
- Lebois, L. A., Palermo, C. A., Scheuer, L. S., Lebois, E. P., Winternitz, S. R., Germine, L., & Kaufman, M. L. (2020). Higher integration scores are associated with facial emotion perception differences in dissociative identity disorder. Journal of Psychiatric Research, 123, 164-170. read more
- McLean, S.A., Ressler, K., Koenen, K.C., Neylan, T., Germine, L., Jovanovic, T., … Kessler, R. (2020). The AURORA Study: A longitudinal, multimodal library of brain biology and function after traumatic stress exposure. Molecular Psychiatry, 25, 283-296. read more
- Rutter, L. A., Passell, E., Scheuer, L., & Germine, L. (2020). Depression severity is associated with impaired facial emotion processing in a large international sample. Journal of Affective Disorders, 275, 175-179. read more
- Rutter, L. A., Vahia, I. V., Forester, B. P., Ressler, K. J., & Germine, L. (2020). Heterogeneous Indicators of Cognitive Performance and Performance Variability Across the Lifespan. Frontiers in Aging Neuroscience, 12, 62. read more
- Shovestul, B., Han, J., Germine, L., & Dodell-Feder, D. (2020). Risk factors for loneliness: The high relative importance of age versus other factors. PloS ONE, 15(2), e0229087. read more
- Turban, J. L., Passell, E., Scheuer, L., & Germine, L. (2020). Use of geosocial networking applications is associated with compulsive sexual behavior disorder in an online sample. The Journal of Sexual Medicine, 17(8), 1574-1578. read more
- Vogel, S. C., Esterman, M., DeGutis, J., Wilmer, J. B., Ressler, K. J., & Germine, L. T. (2020). Childhood adversity and dimensional variations in adult sustained attention. Frontiers in Psychology, 11, 691. read more
- Arizpe, J. M., Saad, E., Douglas, A. O., Germine, L., Wilmer, J. B., & DeGutis, J. M. (2019). Self-reported face recognition is highly valid, but alone is not highly discriminative of prosopagnosia-level performance on objective assessments. Behavior Research Methods, 51, 1102-1116. read more
- Dodell-Feder, D., Saxena, A., Rutter, L., & Germine, L. (2019). The network structure of schizotypal personality traits in a population-based sample. Schizophrenia Research, 208, 258-267. read more
- Germine, L., Reinecke, K., & Chaytor, N.S. (2019). Digital neuropsychology: Challenges and opportunities at the intersection of science and software. The Clinical Neuropsychologist, 33(2), 271-286. read more
- Mishra, M. V., Likitlersuang, J., B Wilmer, J., Cohan, S., Germine, L., & DeGutis, J. M. (2019). Gender differences in familiar face recognition and the influence of sociocultural gender inequality. Scientific Reports, 9(1), 17884. read more
- Rutter, L. A., Dodell-Feder, D., Vahia, I. V., Forester, B. P., Ressler, K. J., Wilmer, J. B., & Germine, L. (2019). Emotion sensitivity across the lifespan: Mapping clinical risk periods to sensitivity to facial emotion intensity. Journal of Experimental Psychology. General, 148(11), 1993-2005. read more
- Rutter, L. A., Scheuer, L., Vahia, I. V., Forester, B. P., Smoller, J. W., & Germine, L. (2019). Emotion sensitivity and self‐reported symptoms of generalized anxiety disorder across the lifespan: A population‐based sample approach. Brain and Behavior, 9(6), e01282. read more
- Deveney, C.M., Chen, S.H., Wilmer, J.B., Zhao, V., Schimdt, H.B., & Germine, L. (2018). How generalizable is the inverse relationship between social class and emotion perception? PLoS ONE, 13(10): e0205949. read more
- Dodell-Feder, D., & Germine, L. (2018). Epidemiological dimensions of social anhedonia. Clinical Psychological Science, 6(5), 735-743. read more
- Rothlein, D., DeGutis, J., Germine, L., Wilmer, J., McGlinchey, R., & Esterman, M. (2018). Sensitivity to stimulus similarity is associated with greater sustained attention ability. Attention, Perception & Psychophysics, 80(6), 1390-1408. read more
- Macdonald, K., Germine, L., Anderson, A., Christodoulou, J., & McGrath, L. M. (2017). Dispelling the myth: Training in education or neuroscience decreases but does not eliminate beliefs in neuromyths. Frontiers in Psychology, 8, 1314. read more
- Richler, J. J., Wilmer, J. B., & Gauthier, I. (2017). General object recognition is specific: Evidence from novel and familiar objects. Cognition, 166, 42-55. read more
- Riley, E., Esterman, M., Fortenbaugh, F. C., & DeGutis, J. (2017). Time-of-day variation in sustained attentional control. Chronobiology International, 34(7), 993-1001. read more
- Riley, E., Okabe, H., Germine, L., Wilmer, J., Esterman, M., & DeGutis, J. (2016). Gender differences in sustained attentional control relate to gender inequality across countries. PloS One, 11(11), e0165100. read more
- Fortenbaugh, F. C., DeGutis, J., Germine, L., Wilmer, J. B., Grosso, M., Russo, K., & Esterman, M. (2015). Sustained Attention Across the Life Span in a Sample of 10,000: Dissociating Ability and Strategy. Psychological Science, 26(9), 1497–1510. read more
- Germine, L., Dunn, E.C., McLaughlin, K., & Smoller, J.W. (2015). Childhood adversity is associated with adult theory of mind and social affiliation, but not face processing. PLoS ONE, 10(6): e0129612. read more
- Germine, L., Russell, R., Bronstad, P. M., Blokland, G. A., Smoller, J. W., Kwok, H., ... & Wilmer, J. B. (2015). Individual aesthetic preferences for faces are shaped mostly by environments, not genes. Current Biology, 25(20), 2684-2689. read more
- Hartshorne, J. K., & Germine, L. T. (2015). When does cognitive functioning peak? The asynchronous rise and fall of different cognitive abilities across the life span. Psychological Science, 26(4), 433-443. read more
- Susilo, T., Germine, L., & Duchaine, B. (2013) Face recognition ability matures late: Evidence from individual differences in young adults. Journal of Experimental Psychology: Human Perception and Performance, 39(5), 1212-1217. read more
- Germine, L. T., Nakayama, K., Duchaine, B. C., Chabris, C. F., Chatterjee, G., & Wilmer, J. B. (2012). Is the Web as good as the lab? Comparable performance from Web and lab in cognitive/perceptual experiments. Psychonomic Bulletin & Review, 19(5), 847–857. read more
- Halberda, J., Ly, R., Wilmer, J., Naiman, D., & Germine, L. (2012) Number sense across the lifespan as revealed by a massive internet-based sample. Proceedings of the National Academy of Sciences, 109(28): 11116-11120. read more
- Wilmer, J. B., Germine, L., Chabris, C. F., Chatterjee, G., Gerbasi, M., & Nakayama, K. (2012). Capturing specific abilities as a window into human individuality: The example of face recognition. Cognitive Neuropsychology, 29(5-6), 360-392. read more
- Germine, L. & Hooker, C. (2011) Face emotion recognition is related to individual differences in psychosis-proneness.Psychological Medicine, 41(5), 937-948. read more
- Germine, L., Duchaine, B., & Nakayama, K. (2011) Where cognitive development and aging meet: Face learning ability peaks after age 30. Cognition, 118(2), 201-210. read more
- Wilmer, J., Germine, L., Chabris, C., Chatterjee, G., Williams., M., Loken, E., Nakayama, K., & Duchaine, B. (2010) Human face recognition ability is specific and highly heritable. Proceedings of the National Academy of Sciences, 107(11), 5238-5241. read more