I am an Instructor in the Department of Epidemiology and Population Health at Stanford University School of Medicine and a Fellow at the Harvard FXB Center for Health and Human Rights. I received my doctorate in Quantitative Methods from the Department of Social and Behavioral Sciences at Harvard TH Chan School of Public Health. Before that, I received my MPH at New York University, my BA in Sociology from San Diego State University, and I was a 2016 fellow at University of Chicago’s Data Science for Social Good summer fellowship.
My research lies at the intersection of computational social science and social epidemiology. Methodologically, my work revolves around combining disparate data sources in epidemiologically meaningful ways. For example, I work with individual-level, non-health data (e.g., GPS, accelerometer, and other sensor data from smartphones), traditional health data (e.g., survey, health systems, or death certificate data), and third-party data (e.g., cellphone providers or ad-tech data). To do this, I use a variety of methods such as joint Bayesian spatial models, traditional epidemiologic models, dynamical models, microsimulation, and demographic analysis.
Substantively, my work focuses on socioeconomic and racial/ethnic inequities in health. A few current projects include (1) my K99-funded work focused on reducing racial/ethnic inequities in the treatment of opioid use disorder; (2) my work with CrisisReady on quantifying the impacts of wildfires, natural disasters, climate change, and power outages on medically-vulnerable populations to inform equitable disaster response; and (3) my work with the COVID-19 Mobility Data Network on leveraging third-party data to evaluate and inform public health interventions to the COVID-19 pandemic.
- Huynh BQ, Kwong LH, Kiang MV, Mohareb AM, Jumaan AO, Basu S, Geldsetzer P, Karaki FM, & Rehkopf DH, Public health impacts of an imminent Red Sea oil spill, Preprint on medRxiv (April 2021), doi: 10.1101/2021.04.08.21255129. [Open Access]
- Ferguson JM†, Magid H†, Purnell AL, Kiang MV, & Osborne TF, Differences in COVID-19 testing and test positivity among Veterans, United States, 2020. Public Health Reports (April 2021), doi: 10.1177/00333549211009498. [†First authors contributed equally.]
- Wrigley-Field E, Kiang MV, Riley AR, Barbieri M, Chen Y-H, Duchowny KA, Matthay EC, Van Riper D, Jegathesan K, Bibbins-Domingo K, & Leider JP, Geographically-targeted COVID-19 vaccination is more equitable than age-based thresholds alone, Preprint on medRxiv (March 2021), doi: 10.1101/2021.03.25.21254272
- Kiang MV, Chin ET, Huynh BQ, Chapman LAC, Rodríguez-Barraquer I, Greenhouse B, Rutherford GW, Bibbins-Domingo K, Havlir D, Basu S, & Lo NC, Routine asymptomatic testing strategies for airline travel during the COVID-19 pandemic: a simulation study. The Lancet Infectious Diseases (March 2021), doi: 10.1016/S1473-3099(21)00134-1. [Reproducible code and data] [UCSF Press Release] [Pre-print version] [Blog post] [NPR’s A1]
- Matthay EC, Kiang MV, Elser H, Schmidt LA, & Humphreys K, Evaluation of state cannabis laws and rates of self-harm and assault, JAMA Network Open (March 2021), doi: 10.1001/jamanetworkopen.2021.1955. [Invited commentary] [UCSF Press Release] [Open Access]
- Salje H, Wesolowski A, Brown TS, Kiang MV, Berry IM, Lefrancq N, Fernandez S, Jarman R, Ruchusatsawat K, Iamsirithaworn S, Vandepitte W, Suntarattiwong P, Klungthong C, Thaisomboonsuk B, Engø-Monsen K, Buckee CO‡, Cauchemez S‡, & Cummings DA‡, Reconstructing unseen transmission events to infer dengue dynamics from viral sequences, Nature Communications (March 2021), doi: 10.1038/s41467-021-21888-9. [Pre-print version] [‡Senior authors contributed equally] [Open Access]
- Brown TS, Engø-Monsen K, Kiang MV, Mahmud AS, Maude RJ, & Buckee CO, The impact of mobility network properties on predicted epidemic dynamics in Dhaka and Bangkok, Epidemics (February 2021) doi: 10.1016/j.epidem.2021.100441. [Pre-print version] [Open Access]
- Casey JA, Mango M, Mullendore S, Kiang MV, Hernández D, Li B, Li K, Im TM, & Tartof SY, Trends from 2008 to 2018 in electricity-dependent durable medical equipment rentals and sociodemographic disparities, Epidemiology (February 2021), doi: 10.1097/EDE.0000000000001333
- Baum LVM, Bruzelius E, Kiang MV, Humphreys K, Basu S, & Baum A, Analysis of unused prescription opioids and benzodiazepines remaining after death among Medicare decedents, Drug and Alcohol Dependence (February 2021), doi: 10.1016/j.drugalcdep.2020.108502
- Elser H†, Kiang MV†, John EM, Simard JF, Bondy M, Nelson LM, Chen W, Linos E, The impact of the first COVID-19 shelter-in-place announcement on social distancing, difficulty in daily activities, and levels of concern in the San Francisco Bay Area: A cross-sectional social media survey, PLOS One (January 2021), doi: 10.1371/journal.pone.0244819. [Pre-print version] [Open Access]
- Kiang MV†, Santillana M†, Chen JT, Onnela J-P, Krieger N, Engø-Monsen K, Ekapirat N, Areechokchai D, Prempree P, Maude RJ‡, & Buckee CO‡, Incorporating human mobility data improves forecasts of Dengue fever in Thailand, Scientific Reports (January 2021), doi: 10.1038/s41598-020-79438-0. [Pre-print version] [†First authors contributed equally] [‡Senior authors contributed equally]
- Kiang MV, Chen JT, Krieger N, Buckee CO, Alexander MJ, Baker JT, Buckner RL, Coombs III G, Rich-Edwards JW, Carlson KW, & Onnela JP, Sociodemographic characteristics of missing data in digital phenotyping, medRxiv (January 2021) doi: 10.1101/2020.12.29.20249002. [Pre-print — not peer-reviewed] [Open Access]
- Casey JA, Fukurai M, Hernandez D, Balsari S, & Kiang MV, Power outages and community health: a narrative review, Current Environmental Health Reports (November 2020), doi: 10.1007/s40572-020-00295-0.
- Kiang MV, Irizarry RA, Buckee CO, & Balsari S, Every body counts: Measuring mortality from the COVID-19 pandemic, Annals of Internal Medicine (September 2020), doi: 10.7326/M20-3100. [Open Access] [Invited commentary]
- Chin T†, Kahn R†, Li R, Chen JT, Krieger N, Buckee CO, Balsari S‡ & Kiang MV‡, US county-level level variation in intersecting individual, household, and community characteristics relevant to COVID-19 and planning an equitable response: a cross-sectional, BMJ Open (September 2020), doi: 10.1136/bmjopen-2020-039886. [†First authors contributed equally] [‡Senior authors contributed equally] [Pre-print version]
- Kishore N, Kiang MV, Engø-Monsen K, Vembar N, Balsari S, & Buckee CO, Measuring mobility to monitor travel and physical distancing interventions: a common framework for mobile phone data analysis, The Lancet Digital Health (September 2020), doi: 10.1016/S2589-7500(20)30193-X [Pre-print version]
- Kiang MV & Tsai AC, Statements issued by academic medical institutions after George Floyd’s killing by police and subsequent unrest in the United States: cross-sectional study, medRxiv (July 2020), doi: 10.1101/2020.06.22.20137844. [Pre-print — not peer-reviewed] [Open Access] [Code]
- 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]
- Elser H, Parks RM, Moghavem N, Kiang MV, Bozinov N, Henderson VW, Rehkopf DH, & Casey JA, Anomalously warm weather and acute care visits in patients with multiple sclerosis: A retrospective study of privately insured individuals in the US. American Academy of Neurology Virtual Annual Meeting 2021: Online (April 2021). [Selected for press release]
- Ferguson J, Magid H, Purnell A, Kiang MV, & Osborne T, Evaluating potential disparities in COVID-19 testing and test positivity in the veterans health administration. American Public Health Association Annual Meeting 2020: Online (October 2020).
- Matthay EC, Kiang MV, Elser H, Glymour MM, Schmidt LA, & Humphreys K, Association of recreational cannabis laws with self-harm and assault injuries. Interdisciplinary Association for Population Health Sciences Annual Conference 2020: Online (September 2020).
- 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
†First authors contributed equally.
‡Senior authors contributed equally.
§Best student poster award.