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  1. Patterns of Everyday Physical Activity Captured with Smartphones Predict Satisfaction with Life

    Article • June 2026, Center for Open Science

    Dr. Clemens Stachl

  2. Towards Natural Behaviour Processing for Representation and Prediction of Digital Human Behaviour

    Article • June 2026, Center for Open Science

    Dr. Clemens Stachl

  3. Digital Traces of Everyday Smartphone Usage Predict Cognitive Ability

    Article • May 2026, Center for Open Science

    Dr. Clemens Stachl

  4. The Digital Authoritarian: Behavioral Patterns Collected via Smartphones Are Linked to Authoritarian Tendencies

    Article • March 2026, Center for Open Science

    Dr. Clemens Stachl

  5. Brief Speech Samples Reveal Emotional States in Daily Life

    Article • December 2025, Center for Open Science

    Dr. Clemens Stachl

  6. The Digital Authoritarian: Smartphones reveal the everyday behavioral patterns of individuals with authoritarian tendencies

    Article • September 2025, Center for Open Science

    Dr. Clemens Stachl

  7. Aligning generalization between humans and machines

    Article • Nature Machine Intelligence, September 2025, Springer Science + Business Media

    Dr. Clemens Stachl

  8. Contextualizing Smartphone-Typed Language With User Input Intention

    Article • August 2025, ACM (Association for Computing Machinery)

    Sven Mayer, Dr. Clemens Stachl

  9. Digital Traces of Everyday Smartphone Usage Predict Fluid Intelligence

    Article • August 2025, Center for Open Science

    Dr. Clemens Stachl

  10. Satisfaction with Life Manifests in Physical Activity Patterns Captured with Smartphones

    Article • August 2025, Center for Open Science

    Dr. Clemens Stachl

  11. From Embeddings to Explainability: A Tutorial on Large-Language-Model-Based Text Analysis for Behavioral Scientists

    Article • Advances in Methods and Practices in Psychological Science, July 2025, SAGE Publications

    Dr. Clemens Stachl

  12. Everyday Smartphone Behaviors Predict Life Outcomes

    Article • May 2025, Center for Open Science

    Dr. Clemens Stachl

  13. Everyday Smartphone Behaviors Predict Life Outcomes

    Article • May 2025, Center for Open Science

    Dr. Clemens Stachl

  14. The Digital Authoritarian: Everyday behavioral patterns collected with smartphones predict authoritarianism

    Article • April 2025, Center for Open Science

    Dr. Clemens Stachl

  15. From Embeddings to Explainability: A Tutorial on Transformer-Based Text Analysis for Social and Behavioral Scientists

    Article • March 2025, Center for Open Science

    Dr. Clemens Stachl

  16. Predicting and Explaining Assessment Center Judgments: A Cross‐Validated Behavioral Approach to Performance Judgments in Interpersonal Assessment Center Exercises

    Article • Human Resource Management, November 2024, Wiley

    Dr. Clemens Stachl

  17. Predicting and Explaining Assessment Center Judgments: A Cross-Validated Behavioral Approach to Performance Judgments in Interpersonal Assessment Center Exercises

    Article • November 2024, Center for Open Science

    Dr. Clemens Stachl

  18. Semantic content outperforms speech prosody in predicting affective experience in naturalistic settings

    Article • October 2024, Center for Open Science

    Dr. Clemens Stachl

  19. A workflow for human-centered machine-assisted hypothesis generation: Commentary on Banker et al. (2024).

    Article • American Psychologist, September 2024, American Psychological Association (APA)

    Alejandro Hermida Carrillo, Dr. Clemens Stachl

  20. From Embeddings to Explainability: A Tutorial on Transformer-Based Text Analysis for Social and Behavioral Scientists

    Article • May 2024, Center for Open Science

    Dr. Clemens Stachl

  21. From Embeddings to Explainability: A Tutorial on Transformer-Based Text Analysis for Social and Behavioral Scientists

    Article • May 2024, Center for Open Science

    Dr. Clemens Stachl

  22. Psychological well-being in Europe after the outbreak of war in Ukraine

    Article • Nature Communications, February 2024, Springer Science + Business Media

    Dr. Clemens Stachl

  23. How to e-mental health: a guideline for researchers and practitioners using digital technology in the context of mental health

    Article • Nature Mental Health, August 2023, Springer Science + Business Media

    Dr. Clemens Stachl

  24. Best Practices in Supervised Machine Learning: A Tutorial for Psychologists

    Article • Advances in Methods and Practices in Psychological Science, July 2023, SAGE Publications

    Dr. Clemens Stachl

  25. A global experience‐sampling method study of well‐being during times of crisis: The CoCo project

    Article • Social and Personality Psychology Compass, June 2023, Wiley

    Dr. Clemens Stachl

  26. Author Correction: Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics

    Article • Scientific Reports, June 2023, Springer Science + Business Media

    Dr. Clemens Stachl

  27. Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics

    Article • Scientific Reports, April 2023, Springer Science + Business Media

    Dr. Clemens Stachl

  28. Personality Computing With Naturalistic Music Listening Behavior: Comparing Audio and Lyrics Preferences

    Article • Collabra Psychology, January 2023, University of California Press

    Dr. Clemens Stachl

  29. Factorized Structured Regression for Large-Scale Varying Coefficient Models

    Article • January 2023, Springer Science + Business Media

    Dr. Clemens Stachl

  30. Future-generation personality prediction from digital footprints

    Article • Future Generation Computer Systems, November 2022, Elsevier

    Dr. Clemens Stachl

  31. Mobile sensing in psychological and educational research: Examples from two application fields

    Article • International Journal of Testing, October 2022, Taylor & Francis

    Dr. Clemens Stachl

  32. Grouped feature importance and combined features effect plot

    Article • Data Mining and Knowledge Discovery, June 2022, Springer Science + Business Media

    Dr. Clemens Stachl

  33. Best Practices in Supervised Machine Learning: A Tutorial for Psychologists

    Article • April 2022, Center for Open Science

    Dr. Clemens Stachl

  34. Analyzing GPS Data for Psychological Research: A Tutorial

    Article • Advances in Methods and Practices in Psychological Science, April 2022, SAGE Publications

    Dr. Clemens Stachl

  35. Personality Computing With Naturalistic Music Listening Behavior: Comparing Audio and Lyrics Preferences

    Article • March 2022, Center for Open Science

    Dr. Clemens Stachl

  36. Age and gender in language, emoji, and emoticon usage in instant messages

    Article • Computers in Human Behavior, January 2022, Elsevier

    Dr. Clemens Stachl

  37. Measurement practices exacerbate the generalizability crisis: Novel digital measures can help

    Article • Behavioral and Brain Sciences, January 2022, Cambridge University Press

    Dr. Clemens Stachl

  38. Machine learning for the educational sciences

    Article • Review of Education, October 2021, Wiley

    Dr. Clemens Stachl

  39. Digital Voodoo Dolls

    Article • July 2021, ACM (Association for Computing Machinery)

    Dr. Clemens Stachl

  40. Analyzing GPS Data for Psychological Research: A Tutorial

    Article • July 2021, Center for Open Science

    Dr. Clemens Stachl

  41. Computational personality assessment

    Article • Personality Science, July 2021, SAGE Publications

    Dr. Clemens Stachl

  42. Machine Learning for the Educational Sciences

    Article • March 2021, Center for Open Science

    Dr. Clemens Stachl

  43. Machine Learning for the Educational Sciences

    Article • March 2021, Center for Open Science

    Dr. Clemens Stachl

  44. Computational Personality Assessment - An Overview and Perspective

    Article • January 2021, Center for Open Science

    Dr. Clemens Stachl

  45. Mobile sensing for studying personality dynamics in daily life

    Article • January 2021, Elsevier

    Dr. Clemens Stachl

  46. Age and Gender in Language, Emoji, and Emoticon Usage in Instant Messages

    Article • November 2020, Center for Open Science

    Dr. Clemens Stachl

  47. Bottom-Up and Top-Down: Predicting Personality with Psycholinguistic and Language Model Features

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Clemens Stachl

  48. Personality Sensing for Theory Development and Assessment in the Digital Age

    Article • European Journal of Personality, September 2020, SAGE Publications

    Dr. Clemens Stachl

  49. To Challenge the Morning Lark and the Night Owl: Using Smartphone Sensing Data to Investigate Day–Night Behaviour Patterns

    Article • European Journal of Personality, September 2020, SAGE Publications

    Dr. Clemens Stachl

  50. Predicting personality from patterns of behavior collected with smartphones

    Article • Proceedings of the National Academy of Sciences, July 2020, Proceedings of the National Academy of Sciences

    Dr. Clemens Stachl

  51. Personality Research and Assessment in the Era of Machine Learning

    Article • European Journal of Personality, May 2020, Wiley

    Dr. Clemens Stachl

  52. Developing a Personality Model for Speech-based Conversational Agents Using the Psycholexical Approach

    Article • April 2020, ACM (Association for Computing Machinery)

    Daniel Buschek, Dr. Clemens Stachl

  53. 2. Opportunities and challenges of utilizing personality traits for personalization in HCI

    Article • September 2019, De Gruyter

    Dr. Clemens Stachl

  54. Personality Research and Assessment in the Era of Machine Learning

    Article • August 2019, Center for Open Science

    Dr. Clemens Stachl

  55. Enter the Wild: Autistic Traits and Their Relationship to Mentalizing and Social Interaction in Everyday Life

    Article • Journal of Autism and Developmental Disorders, July 2019, Springer Science + Business Media

    Dr. Clemens Stachl

  56. Behavioral Patterns in Smartphone Usage Predict Big Five Personality Traits

    Article • June 2019, Center for Open Science

    Dr. Clemens Stachl

  57. Sensing sociability: Individual differences in young adults’ conversation, calling, texting, and app use behaviors in daily life.

    Article • Journal of Personality and Social Psychology, May 2019, American Psychological Association (APA)

    Dr. Clemens Stachl

  58. Predicting instructed simulation and dissimulation when screening for depressive symptoms

    Article • European Archives of Psychiatry and Clinical Neuroscience, December 2018, Springer Science + Business Media

    Dr. Clemens Stachl

  59. Enter the Wild: Autistic Traits and Their Relationship to Mentalizing and Social Interaction in Everyday Life

    Article • October 2018, Center for Open Science

    Dr. Clemens Stachl

  60. Experience Sampling as Information Transmission

    Article • October 2018, ACM (Association for Computing Machinery)

    Dr. Clemens Stachl, Daniel Buschek

  61. Digital Footprints of Sensation Seeking

    Article • Zeitschrift für Psychologie, October 2018, Hogrefe Publishing Group

    Dr. Clemens Stachl

  62. One way to guide them all: Wayfinding strategies and the examination of gender-specific navigational instructions in a real-driving context

    Article • Transportation Research Part F Traffic Psychology and Behaviour, October 2018, Elsevier

    Dr. Clemens Stachl

  63. I Drive My Car and My States Drive Me

    Article • January 2018, ACM (Association for Computing Machinery)

    Dr. Clemens Stachl

  64. Personality Traits Predict Smartphone Usage

    Article • European Journal of Personality, August 2017, Wiley

    Dr. Clemens Stachl

  65. Your Data, Your Vis: Personalizing Personal Data Visualizations

    Article • January 2017, Springer Science + Business Media

    Dr. Clemens Stachl

  66. Show me how you Drive and I’ll Tell you who you are Recognizing Gender Using Automotive Driving Parameters

    Article • Procedia Manufacturing, January 2015, Elsevier

    Dr. Clemens Stachl