My dissertation work involved studying how we can use multimodal data (i.e., smartphone-based digital phenotyping data, microlevel death certificate data, or population-level cell tower data) with spatial modeling, Bayesian methods, and data science to understand health disparities and social and behavioral determinants of health.
Currently, I’m working with Keith Humphreys and the Shah Lab to leverage predictive modeling, machine learning, and causal inference on large electronic medical records to understand the spatial and social patterning of fatal drug overdoses. With Harvard FXB, we are also examining the effects of wildfires, climate change, and public safety power shutoffs on medically vulnerable populations.
- Kiang MV, Humphreys K, Cullen MR, Basu S. Opioid prescribing patterns among medical providers in the United States, 2003–17: retrospective, observational study, BMJ (January 2020), doi: 10.1136/bmj.l6968 [Open Access] [PDF] [Code] [Shiny Apps] [BMJ Press Release]
- Tsai AC, Kiang MV, Barnett ML, Beletsky L, Keyes KM, McGinty EE, Smith LR, Strathdee S, Wakeman SE, & Venkataramani AS, Stigma as a fundamental hindrance to the US opioid overdose crisis response, PLOS Medicine (November 2019), doi: 10.1371/journal.pmed.1002969 [Open Access] [PDF]
- Kiang MV, Krieger N, Buckee CO, Onnela JP, & Chen JT. Decomposition of the US black/white inequality in premature mortality, 2010–2015: an observational study. BMJ Open (November 2019), doi: 10.1136/bmjopen-2019-029373 [Open Access] [PDF] [Code]
- Vable AM, Kiang MV, Glymour MM, Rigdon J, Drabo EF, & Basu S, Performance of matching methods to unmatched ordinary least squares regression under constant effects, American Journal of Epidemiology (April 2019), doi: 10.1093/aje/kwz093
- Kiang MV, Basu S, Chen JT, and Alexander MJ. Assessment of changes in the geographical distribution of opioid-related mortality across the United States by opioid type, 1999- 2016. JAMA Network Open (Februrary 2019). doi: 10.1001/jamanetworkopen.2019.0040 [Open Access] [PDF] [Code] [Shiny App] [Official Press Release] [CNN] [NBC] [Altmetric]
- Gemmill A, Kiang MV, and Alexander MJ. Trends in pregnancy-associated mortality involving opioids in the United States, 2007-2016. American Journal of Obstetrics and Gynecology (January 2019). doi: 10.1016/j.ajog.2018.09.028 [Code] [Press Release]
- Kiang MV & Alexander MJ, Decomposition of the US Black/White inequality in life expectancy: Quantifying the impact of deaths of despair. Society for Epidemiologic Research Annual Meeting 2019: Minneapolis, MN (June 2019) [Slides]
- Instructor, Big Data and Infectious Disease Epidemiology (September 2019), People’s Republic of Bangladesh Directorate General of Health Services
- Course developer (x2), Using Python for Research via HarvardX V1 (November 2016) and V2 (January 2018), HSPH, Professor Jukka-Pekka Onnela
- Instructor, Intro to Causal Inference for Data Science Workshop (March 2017), Instituto Tecnológico Autónomo de México
- Teaching assistant (x2), Dynamics of Infectious Disease (Spring 2017 and Spring 2018), HSPH, Professor Caroline Buckee
- Teaching assistant, Society and Health (Fall 2013), HSPH, Professor Ichiro Kawachi
- Teaching assistant, Biostatistics II (Spring 2010), NYU, Professor Ying Lu
- Teaching assistant, Statistics I (Fall 2009), NYU, Professor Robert Norman
†Authors contributed equally.
‡Best student poster award.