Publications using Daynamica

Characterizing the objective time spent on health care activities in clinic and at home for patients with cancer

Rocque, G. B., Henderson, N. L., Parsons, H. M., et al. Cancer Medicine, 15(9), e72277

Unpacking the association of multiple urban infrastructures with subjective well-being: A comparison of three measures

Das, K., Ramaswami, A., Fan, Y., & Cao, J. Journal of Planning Education and Research

The influence of density-diversity and facility accessibility in work-residence built environments on commuting mode choice

Zhu, J., Li, M., & Yin, J. Applied Spatial Analysis and Policy, 19(1), 54

Time burden in patients with metastatic breast and ovarian cancer from clinic and home demands

Vogel, R. I., Jewett, P., Parsons, H., et al. JAMA Network Open, 8(12), e2549957

Adjacency matrix decomposition clustering for human activity data

Barnard, M., Fan, Y., & Wolfson, J. Journal of the American Statistical Association, 120(552), 2053–2064

A flexible framework for synthesizing categorical sequences with application to human activity patterns

Huang, Z., Wolfson, J., Fulkerson, J. A., Demmer, R., & Chen, H. N. Journal of Computational and Graphical Statistics, 34(4), 1410–1418

Daily activity duration tolerance: A sensitivity analysis of emotional well-being to activity duration

Ermagun, A., Erinne, J., & De Vos, J. Transportation, 52(3), 741–765

Logistic burdens of cancer care: A qualitative study

Dona, A. C., Jewett, P. I., Hwee, S., et al. PLOS ONE, 19(4), e0300852

Personalizing the dichotomy of fixed and flexible activities in everyday life: Deriving prism anchors from GPS-enabled survey data

Zhang, Y., Li, C., Song, Y., Chai, Y., & Fan, Y. Transportation, 51(3), 1063–1088

Reinforced borrowing framework: Leveraging auxiliary data for individualized inference

Ji, Z., & Wolfson, J. Statistics in Medicine, 43(30), 5837–5848

A flexible Bayesian framework for individualized inference via adaptive borrowing

Ji, Z., & Wolfson, J. Biostatistics, 24(3), 669–685

Comparing happiness associated with household and community gardening: Implications for food action planning

Ambrose, G., Das, K., Fan, Y., & Ramaswami, A. Landscape and Urban Planning, 230, 104593

Exploring the nonlinear relationship between the built environment and active travel in the Twin Cities

Tao, T., Wu, X., Cao, J., Fan, Y., Das, K., & Ramaswami, A. Journal of Planning Education and Research, 43(3), 637–652

Location-based collective distress using large-scale biosignals in real life for walkable built environments

Kim, J., Nirjhar, E. H., Lee, H., et al. Scientific Reports, 13, 5940

Contextual and environmental factors that influence health: A within-subjects field experiment protocol

Li, D., Lee, C., Park, A. H., Lee, H., & Ding, Y. Frontiers in Public Health, 11, 1019885

The impact of residential non-motorized space design on active travel mode: A case study of Xi'an

Zhu, J., Li, Y., Fan, Y., & Brown, R. Journal of Northwest University (Natural Science Edition), 53(5), 739–748

Just because I'm a woman: Gender happiness gap in human mobility

Erinne, J., Ermagun, A., & Fan, Y. Travel Behaviour and Society, 29, 224–235

Travel duration tolerance: Examining the sensitivity of emotional well-being to trip duration

Ermagun, A., Erinne, J., & Fan, Y. Transportation Research Part D: Transport and Environment, 102, 103137

Improving data quality of smartphone-based activity–travel survey: A framework for data post-processing

Zhang, Y., Song, Y., & Fan, Y. Transactions in GIS, 26(1), 475–504

Breast cancer survivors' physical activity, psychosocial beliefs, daily trip behaviors, and subjective well-being: A descriptive study

Ryu, S., Adams, K., Chen, Y., & Gao, Z. Complementary Therapies in Clinical Practice, 49, 101688

Iterated multisource exchangeability models for individualized inference with an application to mobile sensor data

Brown, R., Fan, Y., Das, K., & Wolfson, J. Biometrics, 77(2), 401–412

Exploring the interactions between modal options, destination access, and travel mood

Wang, J., Lindsey, G., & Fan, Y. Transportation Research Part F: Traffic Psychology and Behaviour, 82, 450–461

Is gardening associated with greater happiness of urban residents? A multi-activity, dynamic assessment in the Twin-Cities region, USA

Ambrose, G., Das, K., Fan, Y., & Ramaswami, A. Landscape and Urban Planning, 198, 103776

Connecting air quality with emotional well-being and neighborhood infrastructure in a US city

Lal, R. M., Das, K., Fan, Y., et al. Environmental Health Insights, 14, 1178630220915488

Expanding the positive utility of travel through weeklong tracking: Within-person and multi-environment variability of ideal travel time

Le, H. T. K., Buehler, R., Fan, Y., & Hankey, S. Journal of Transport Geography, 84, 102679

Understanding trip happiness using smartphone-based data: The effects of trip- and person-level characteristics

Fan, Y., Brown, R., Das, K., & Wolfson, J. Findings

How transport modes, the built and natural environments, and activities influence mood: A GPS smartphone app study

Glasgow, T. E., Le, H. T. K., Geller, E. S., Fan, Y., & Hankey, S. Journal of Environmental Psychology

Examining threshold effects of built environment elements on travel-related carbon-dioxide emissions

Wu, X., Tao, T., Cao, J., Fan, Y., & Ramaswami, A. Transportation Research Part D: Transport and Environment, 75, 1–12

Travel mood scale: Development and validation of a survey to measure mood during transportation

Glasgow, T. E., Geller, E. S., Le, H. T. K., & Hankey, S. Transportation Research Part F: Traffic Psychology and Behaviour, 59, 318–329

Beyond the clinic: Comprehensive assessment of time burdens in cancer care

Vogel, R. I., Jewett, P., Parsons, H. M., et al. Journal of Clinical Oncology (ASCO Annual Meeting abstract), 43(16_suppl), 11011

A multimodal analysis of environmental stress experienced by older adults during outdoor walking trips

Yupanqui, R., Sohn, J., Kim, Y., et al. Proceedings of the 26th International Conference on Multimodal Interaction, 302–311

Breast cancer survivors' daily physical activity and subjective well-being: Differences by activity types and weight status

Ryu, S., & Gao, Z. Medicine & Science in Sports & Exercise (abstract), 55(9S), 309

Exploring the effect of transportation facilities on commute mode choice by survey data: A case of Xi'an

Zhang, Y., Zhu, J., Fan, Y., & Brown, R. CICTP 2021, 2024–2034

Assessing the impact of transport mode, trip purpose, and the built environment on mood using a smartphone app

Glasgow, T., Le, H., Geller, E. S., Fan, Y., & Hankey, S. ISEE Conference Abstracts

Statistical methods for mobile health data and causal effect estimation under positivity violations

Barnard, M. Doctoral dissertation, University of Minnesota

Statistical methods for sequential categorical data

Huang, Z. Doctoral dissertation, University of Minnesota

Using GPS-enabled activity-travel surveys to understand individuals' spatiotemporal behaviors and promote equitable mobility

Zhang, Y. Doctoral dissertation, University of Minnesota

Bayesian dynamic data borrowing methodologies for source-specific inference

Ji, Z. Doctoral dissertation, University of Minnesota

Travel behavior and subjective well-being: Effects of travel, activity, and personal factors

Erinne, J. O. Mississippi State University

A statistical framework for harnessing human activity data to understand behavior, health, and well-being

Brown, R. Doctoral dissertation, University of Minnesota

Emotional agents: Modeling travel satisfaction, affinity, and travel demand using a smartphone travel survey

Le, H. T. K. Doctoral dissertation, Virginia Tech

Unpacking the role of household and neighborhood infrastructure in shaping human wellbeing: Method development to inform sustainability

Flanegin, R. K. Master's professional paper, University of Minnesota

Centering the margins: The transportation experience of underserved communities

Fan, Y., Greenberg, G., Panchal, N., et al. University of Minnesota

Advancing equity in accessibility and travel experiences: The role of gender and identity

Fan, Y., Song, Y., Zhang, Y., & McDonnell, A.

COVID-19 implications on public transportation: Understanding post-pandemic transportation needs, behaviors, and experiences

Fan, Y., Becker, A., Ryan, G., & Wolfson, J. Center for Transportation Studies, University of Minnesota

Parking FlexPass at ABC Ramps: Integrating parking and transit options for sustainable mobility

Ryan, G., Fan, Y., Becker, A., & Douma, F. Center for Transportation Studies, University of Minnesota

Smartphone-based interventions for sustainable travel behavior: The University of Minnesota parking contract holder study

Fan, Y., Becker, A., Ryan, G., Wolfson, J., Guthrie, A., & Liao, C.-F. Center for Transportation Studies, University of Minnesota

Visualizing transportation happiness in the Minneapolis–St. Paul region

Fan, Y., Ormsby, T., Wiringa, P., Liao, C.-F., & Wolfson, J. Center for Transportation Studies, University of Minnesota

SmarTrAC: A smartphone solution for context-aware travel and activity capturing

Fan, Y., et al. U.S. DOT Volpe Center / ITS Joint Program Office

Multinomial thresholded LASSO for interpretable dimension reduction of human activity sequences

Huang, Z., Fan, Y., Hodges, J., & Wolfson, J. arXiv:2507.17900

Time burden of cancer care among individuals with advanced ovarian cancer or metastatic breast cancer (dataset)

Vogel, R. I., Jewett, P., Parsons, H., et al. Data Repository for the University of Minnesota