CV
Education
- M.A. in Economics, Hunter College, City University of New York, 2019
- B.S. in Data Driven Policy Evaluation, Baruch College, City University of New York, 2015
Work experience
- New York University School of Medicine
- July 2019 - Present: Data Analyst
- Develop algorithms in python to improve GIS analysis processes
- Icahn School of Medicine at Mount Sinai
- January 2016 – July 2019: Data Analyst
- Organized and standardized multiple administrative datasets from different hospital systems using Stata
- Employed propensity score matching and entropy balancing techniques to create balance between groups
- Performed Medicare cost analysis to identify savings from GEDI-WISE program interventions
- Evaluated data from randomized controlled trial to identify impact on patient satisfaction and medical understanding
- Cleaned and analyzed clinical data to test effectiveness of new Troponin tests
- Provided solutions to data validation issues that arise from data warehouse reports
- June 2015 – January 2016: Consultant
- Developed algorithms in Stata to clean and extract encrypted information from Medicare Research Identifiable Files
- Matched Medicare beneficiaries and claims to actual hospital visits to calculate costs
- Calculated Charlson Comorbidities from ICD-9 diagnosis codes in Medicare and Administrative data
- Isolated claims for beneficiaries that visited Emergency Department and Intensive Care Unit for analysis
- KREDIT Microfinance Institution
- May – August 2013: Business Development Intern
- Recommended product features and solutions to delivery channel obstacles to executive level management
- Analyzed institution’s internal data and discovered error in customer classifications
- Developed research prospectuses and questionnaires for new Annuity-type and Parent-child Accounts
- Singapore Armed Forces
- October 2009 – August 2011: Reconnaissance Team Commander (3rd Sergeant)
- Led a team of four to perform time-constrained reconnaissance missions
- Communicated complicated battle orders and detailed maps using models and illustrations
- Adapted to demanding military environment and effectively prioritized multiple mission goals
- Maintained a productive working climate through motivation and leadership-by-example
Skills
- Languages
- Spatial
- Data Analysis Experience
- Linear Regressions
- Instrumental Variables
- Probit and Logit Models
- Panel Data Models
- Count Data Models
- Finite Mixture Models
- Coarsened Exact Matching
- Entropy Balancing
- Propensity Score Matching
- Spatial Regression
Publications
- Chisolm-Straker, M., Sze, J., Einbond, J., White, J. and Stoklosa, H. (2019) “Screening for human trafficking among homeless young adults.” Children and Youth Services Review. Volume 98, March 2019, pp 72-79
- Chisolm-Straker, M., Sze, J., Einbond, J., White, J. and Stoklosa, H. (2018) “A supportive adult may be the difference in homeless youth not being trafficked.” Children and Youth Services Review. Volume 91, August 2018, pp 115-120
- Hwang et al. (2018) “Geriatric Emergency Department Innovations: Transitional Care Nurses and Hospital Use.” Journal of the American Geriatrics Society. Volume 66, Issue 3, March 2018, pp. 459-466
