Grants per year
Personal profile
Research Interests
My research efforts focus on developing statistical methods for handling incomplete or missing data. I apply these methods to a range of problems including rater bias, participant dropout, data harmonization in individual participant data analysis, and measurement error. I collaborate closely with lifestyle intervention researchers and I am interested in the analysis of diet and physical activity data. Google Scholar profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
DrPH, University of California at Los Angeles
… → 2005
Research interests keywords
- Behavioral Medicine
- Biostatistics
- Health Services Research
- Nutrition / Dietetics
- Physical activity
- Preventive Medicine
- Psychiatry
- Public Health
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AHA CDA: Primordial Prevention of Cardiometabolic Disease in High-Risk Young Adults
Shah, N. S. (PD/PI), Kandula, N. R. (Other), Luo, Y. (Other) & Siddique, J. (Other)
4/1/24 → 3/31/27
Project: Research project
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SMARTer weight loss management
Carnethon, M. R. (PD/PI), Spring, B. (PD/PI), Spring, B. (PD/PI), Pfammatter, A. F. (Co-PD/PI), Siddique, J. (Co-Investigator) & Siddique, J. (Co-Investigator)
National Institute of Diabetes and Digestive and Kidney Diseases
7/1/23 → 4/30/28
Project: Research project
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Evaluating the EVO treatment optimized for resource constraints: Elements Vital to treat Obesity
Siddique, J. (PD/PI), Spring, B. (PD/PI), Spring, B. (PD/PI), Siddique, J. (Co-Investigator) & Siddique, J. (Co-Investigator)
University of Tennessee, National Institute of Diabetes and Digestive and Kidney Diseases
7/1/23 → 6/30/25
Project: Research project
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Investigating and implementing scalable interventions to prevent diabetic foot ulcers
Siddique, J. (PD/PI)
Universidad Peruana Cayetano Heredia, UKRI Medical Research Council
6/7/23 → 6/6/26
Project: Research project
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Fit2ThriveMIND: Optimizing a mHealth Physical Activity Intervention with Mindful Awareness Lessons in Breast Cancer Survivors
Phillips, S. M. (PD/PI), Phillips, S. M. (PD/PI), Victorson, D. E. (PD/PI), Victorson, D. E. (PD/PI), Siddique, J. (Co-Investigator), Siddique, J. (Co-Investigator), Spring, B. (Co-Investigator) & Spring, B. (Co-Investigator)
9/1/22 → 8/31/27
Project: Research project
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Association of diastolic blood pressure and coronary artery calcium in South Asian American adults
Moorthy, M., Kandula, N. R., Lancki, N., Siddique, J., Thangada, N., Shimbo, D., Pedamallu, H., Kanaya, A. M. & Shah, N. S., Mar 1 2025, In: Journal of hypertension. 43, 3, p. 538-543 6 p.Research output: Contribution to journal › Article › peer-review
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Imputation of Missing Continuous Glucose Monitor Data
Kuang, A., Yu, Y., Siddique, J. & Scholtens, D., 2025, (Accepted/In press) In: Journal of Diabetes Science and Technology.Research output: Contribution to journal › Article › peer-review
Open Access -
Stakeholder-informed refinement of a behavioral sleep/circadian intervention for gynecologic cancer survivors: an application of the MOST preparation phase
Fox, R. S., Brandon, K., Badger, T. A., Gaumond, J. S., Morales, A. A., Ong, J. C., Parthasarathy, S., Rini, C., Zee, P. C., Tanner, E. J., Ancoli-Israel, S., Penedo, F. J., Siddique, J., Wu, L. M., Reid, K. J. & Kaiser, K., Jan 1 2025, In: Translational behavioral medicine. 15, 1, ibaf001.Research output: Contribution to journal › Article › peer-review
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An Adaptive Behavioral Intervention for Weight Loss Management: A Randomized Clinical Trial
Spring, B., Pfammatter, A. F., Scanlan, L., Daly, E., Reading, J., Battalio, S., McFadden, H. G., Hedeker, D., Siddique, J. & Nahum-Shani, I., Jul 2 2024, In: JAMA. 332, 1, p. 21-30 10 p.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
Association between Life's Essential 8 Cardiovascular Health Metrics with Cardiovascular Events in the Cardiovascular Disease Lifetime Risk Pooling Project
Ning, H., Perak, A. M., Siddique, J., Wilkins, J. T., Lloyd-Jones, D. M. & Allen, N. B., May 1 2024, In: Circulation: Cardiovascular Quality and Outcomes. 17, 5, p. E010568Research output: Contribution to journal › Article › peer-review
7 Scopus citations
Datasets
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Sedentary Time and Physical Activity Across Occupational Classifications
Quinn, T. D. (Creator), Pettee Gabriel, K. (Contributor), Siddique, J. (Contributor), Aaby, D. (Creator), Whitaker, K. M. (Creator), Lane-Cordova, A. (Contributor), Sidney, S. (Creator), Sternfield, B. (Creator) & Barone Gibbs, B. (Contributor), SAGE Journals, 2019
DOI: 10.25384/sage.c.4742189, https://sage.figshare.com/collections/Sedentary_Time_and_Physical_Activity_Across_Occupational_Classifications/4742189/1
Dataset
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Multiple imputation for harmonizing longitudinal non-commensurate measures in individual participant data meta-analysis
Reiter, J. P. (Contributor), Siddique, J. (Contributor), Reiter, J. P. (Contributor), Brincks, A. (Contributor), Gibbons, R. D. (Contributor), Crespi, C. M. (Contributor) & Brown, C. H. (Contributor), figshare, 2016
DOI: 10.6084/m9.figshare.1466878.v1, https://wiley.figshare.com/articles/dataset/Multiple_imputation_for_harmonizing_longitudinal_non_commensurate_measures_in_individual_participant_data_meta_analysis/1466878/1
Dataset
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Data From: Multiple imputation for harmonizing longitudinal non-commensurate measures in individual participant data meta-analysis
Siddique, J. (Contributor), Reiter, J. P. (Contributor), Brincks, A. (Contributor), Gibbons, R. D. (Contributor), Crespi, C. M. (Contributor) & Brown, C. H. (Contributor), wiley, 2016
DOI: 10.6084/m9.figshare.1466878.v2, https://wiley.figshare.com/articles/dataset/Multiple_imputation_for_harmonizing_longitudinal_non_commensurate_measures_in_individual_participant_data_meta_analysis/1466878/2
Dataset
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Translating a heart disease lifestyle intervention into the community: the South Asian Heart Lifestyle Intervention (SAHELI) study; a randomized control trial
Kandula, N. R. (Contributor), Dave, S. (Creator), De Chavez, P. J. (Contributor), Bharucha, H. (Contributor), Patel, Y. (Creator), Seguil, P. (Creator), Kumar, S. (Creator), Baker, D. W. (Creator), Spring, B. (Creator) & Siddique, J. (Contributor), figshare, 2015
DOI: 10.6084/m9.figshare.c.3614927, https://springernature.figshare.com/collections/Translating_a_heart_disease_lifestyle_intervention_into_the_community_the_South_Asian_Heart_Lifestyle_Intervention_SAHELI_study_a_randomized_control_trial/3614927
Dataset
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Calibrating validation samples when accounting for measurement error in intervention studies
Ackerman, B. (Creator), Siddique, J. (Contributor) & Stuart, E. A. (Creator), SAGE Journals, 2021
DOI: 10.25384/sage.c.5316661.v1, https://sage.figshare.com/collections/Calibrating_validation_samples_when_accounting_for_measurement_error_in_intervention_studies/5316661/1
Dataset