selected publications chapter Improving Tutor Discourse Practices via AI-Enhanced Coaching: A Piecewise Latent Growth Curve Modeling Approach. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 76-89. 2025 Robustness of Time Delay Embedding to Sampling Interval Misspecification. 239-258. 2018 conference proceeding Recurrence Quantification Analysis of Eye Gaze Dynamics During Team Collaboration. 430-440. 2023 Assessing Multimodal Dynamics in Multi-Party Collaborative Interactions with Multi-Level Vector Autoregression. 615-625. 2022 CARDIOVASCULAR COREGULATION TO A SERIES OF ACUTE INTERPERSONAL STRESSORS: INNOVATIVE METHODOLOGICAL APPROACH TO STUDYING REGULATION TO A CHRONIC ILLNESS IN THE FAMILY. Psychosomatic Medicine. A38-A38. 2022 Investigating Temporal Dynamics Underlying Successful Collaborative Problem Solving Behaviors with Multilevel Vector Autoregression 2022 journal article Dynamical Cardiovascular Synchrony in Patient-caregiver Dyads Affected by Cancer: An Application of the Coupled Linear Oscillator Model. 2026 A multi-modality and multi-dyad approach to measuring flexibility in psychotherapy. Psychotherapy Research. 239-255. 2025 Trait Social Anxiety Moderates the Relationship Between Emotion-Regulation Strategy Switching and State Anxiety in Daily Life. Clinical Psychological Science. 160-177. 2025 Trait Neuroticism is Associated with how Often People Switch Between Emotion Regulation Strategies Used to Manage Negative Emotions in Daily Life. Cognitive Therapy and Research. 1098-1113. 2024 Example, nudge, or practice? Assessing metacognitive knowledge transfer of factual and procedural learners. User modeling and user-adapted interaction. 1745-1775. 2024 Recovering Work Productivity in a Population With Chronic Musculoskeletal Pain Unveiling the Value and Cost-Savings of a Digital Care Program. Journal of Occupational and Environmental Medicine. e493-e499. 2024 Activity Diversity and Well-Being in Daily Life: Evidence for Heterogeneity Between Older Adults. Journals of Gerontology - Series B Psychological Sciences and Social Sciences. 2024 Momentary measures of emotions during technology-enhanced learning prospectively predict standardized test scores in two large samples. Learning and Instruction. 2024 Digital Care Program for Urinary Incontinence in Females: A Large-Scale, Prospective, Cohort Study. Healthcare. 2024 Predicting Pain Response to a Remote Musculoskeletal Care Program for Low Back Pain Management: Development of a Prediction Tool. JMIR Medical Informatics. 2024 The Mediating Role of Affective States in Short-Term Effects of Activity Engagement on Working Memory in Older Age. Gerontology. 1448-1460. 2023 The potential of a multimodal digital care program in addressing healthcare inequities in musculoskeletal pain management. npj Digital Medicine. 2023 Innovative ideas desire earlier communication: Exploring reverse serial-order effect and liberating cognitive constraint for organizational problem-solving. Journal of Behavioral Decision Making. 2023 Stability and spread: A novel method for quantifying transitions within multivariate binary time series data. Behavior Research Methods. 2960-2978. 2023 Comparing Digital to Conventional Physical Therapy for Chronic Shoulder Pain: Randomized Controlled Trial. Journal of Medical Internet Research. 2023 Managing Musculoskeletal Pain in Older Adults Through a Digital Care Solution: Secondary Analysis of a Prospective Clinical Study. JMIR Rehabilitation and Assistive Technologies. 2023 Randomized-controlled trial assessing a digital care program versus conventional physiotherapy for chronic low back pain. npj Digital Medicine. 2023 Managing Musculoskeletal Pain in Older Adults Through a Digital Care Solution: Secondary Analysis of a Prospective Clinical Study (Preprint) 2023 Comparing Digital to Conventional Physical Therapy for Chronic Shoulder Pain: Randomized Controlled Trial (Preprint) 2023 Fear Avoidance Beliefs in Upper-Extremity Musculoskeletal Pain Conditions: Secondary Analysis of a Prospective Clinical Study on Digital Care Programs. Pain Medicine. 451-460. 2023 'Location, Location, Location': An Exploration of Different Workplace Contexts in Remote Teamwork during the COVID-19 Pandemic. Proceedings of the ACM on Human-Computer Interaction. 2023 Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis. Multivariate Behavioral Research. 441-465. 2023 The Short-Term Effects of Activity Engagement on Working Memory Performance in Older Age. Psychology and Aging. 117-131. 2023 Daily Activity Diversity and Daily Working Memory in Community-Dwelling Older Adults. Neuropsychology. 181-193. 2023 Impact on productivity impairment of a digital care program for chronic low back pain: A prospective longitudinal cohort study. Musculoskeletal Science and Practice. 2023 Engagement and Utilization of a Complete Remote Digital Care Program for Musculoskeletal Pain Management in Urban and Rural Areas Across the United States: Longitudinal Cohort Study. JMIR mHealth and uHealth. 2023 Sleep Disturbance in Musculoskeletal Conditions: Impact of a Digital Care Program. Journal of Pain Research. 33-46. 2023 Long-Term Clinical Outcomes of a Remote Digital Musculoskeletal Program: An Ad Hoc Analysis from a Longitudinal Study with a Non-Participant Comparison Group. Healthcare. 2022 Engagement and Utilization of a Complete Remote Digital Care Program for Musculoskeletal Pain Management in Urban and Rural Areas Across the United States: Longitudinal Cohort Study (Preprint) 2022 Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study. Journal of Medical Internet Research. 2022 Digital Care Programs for Chronic Hip Pain: A Prospective Longitudinal Cohort Study. Healthcare. 2022 Digital Rehabilitation for Elbow Pain Musculoskeletal Conditions: A Prospective Longitudinal Cohort Study. International Journal of Environmental Research and Public Health. 2022 Impacts of Digital Care Programs for Musculoskeletal Conditions on Depression and Work Productivity: Longitudinal Cohort Study. Journal of Medical Internet Research. 2022 Nonverbal Synchrony: An Indicator of Clinical Communication Quality in Racially-Concordant and Racially-Discordant Oncology Interactions. Cancer Control. 2022 Impacts of Digital Care Programs for Musculoskeletal Conditions on Depression and Work Productivity: Longitudinal Cohort Study (Preprint) 2022 Tangle: A Metric for Quantifying Complexity and Erratic Behavior in Short Time Series. Psychological methods. 82-98. 2022 HAVOK Extensions for Psychological Time Series Forecasting. Multivariate Behavioral Research. 171-172. 2022 Asynchronous and Tailored Digital Rehabilitation of Chronic Shoulder Pain: A Prospective Longitudinal Cohort Study. Journal of Pain Research. 53-66. 2022 Digital Rehabilitation for Acute Low Back Pain: A Prospective Longitudinal Cohort Study. Journal of Pain Research. 2022 Digital rehabilitation for hand and wrist pain: a single-arm prospective longitudinal cohort study. PAIN Reports. 2022 Entropy Fit Indices: New Fit Measures for Assessing the Structure and Dimensionality of Multiple Latent Variables. Multivariate Behavioral Research. 874-902. 2021 Quantifying Physiological Synchrony through Windowed Cross-Correlation Analysis: Statistical and Theoretical Considerations 2020 Modeling latent topics in social media using Dynamic Exploratory Graph Analysis: The case of the right-wing and left-wing trolls in the 2016 US elections 2020 Constrained Fourth Order Latent Differential Equation Reduces Parameter Estimation Bias for Damped Linear Oscillator Models. Structural Equation Modeling. 202-218. 2020 Tangle: A New Measure of Time Series Complexity. Multivariate Behavioral Research. 153-154. 2019 Physiological synchrony promotes cooperative success in real-life interactions 2019 Epigenetic dynamics in infancy and the impact of maternal engagement. Science Advances. 2019 Entropy Fit Indices: New Fit Measures for Assessing the Structure and Dimensionality of Multiple Latent Variables. 2019 Determining Synchrony Between Behavioral Time Series: An Application of Surrogate Data Generation for Establishing Falsifiable Null-Hypotheses. Psychological methods. 757-773. 2018 Nonverbal synchrony as a behavioural marker of patient and physician race-related attitudes and a predictor of outcomes in oncology interactions: protocol for a secondary analysis of video-recorded cancer treatment discussions. BMJ Open. 2018 Is it a Small World After All? Investigating the Theoretical Structure of Working Memory Cross-Nationally. Journal of Cognition and Culture. 331-353. 2017 Angel or demon? Self-monitoring differences in the mental representations of current versus former romantic partners. Self and Identity. 432-451. 2016