Hongmei Yang

Hongmei Yang Email and Phone Number

Data Scientist at Carolinas HealthCare System @ Atrium Health
Hongmei Yang's Location
Charlotte, North Carolina, United States, United States
Hongmei Yang's Contact Details
About Hongmei Yang

I am a skilled quantitative research professional with over 30 peer-reviewed publications and extensive experience in health and behavioral science. Known for ability to formulate problems and to deliver relevant and reliable results. Well recognized for strong database management, data manipulation, statistical analysis and modeling skills coupled with critical thinking to manage complexity, improve efficiency, and enhance quality. A well organized and detail-oriented individual that is dedicated to work and enjoys new challenges.• Quantitative Research: Epidemiologic study design, program evaluation, sampling, questionnaire development, quality control, data management / analysis, results interpretation and presentation• Statistical Analysis: Proficient in statistical description, hypothesis test, inference and procedures including non-parametric analysis, linear and non-linear models, categorical data and survival. Experienced in time series analysis (e.g., control charts, interrupted time series analysis, and ARIMA)• Data Mining: Large-scale data extraction, processing, and analysis including unsupervised learning (e.g., clustering and dimensionality reduction) and supervised learning (e.g., decision tree, random forest, support vector machine, and penalized regressions)• Software: * SAS, R, SPSS, and STATA * Aginity, MS SQL * PowerBI, Business Objects * MS Office Applications, including Word, Excel, PowerPoint, AccessContact Hongmei at hongmeiyang3@gmail.com

Hongmei Yang's Current Company Details
Atrium Health

Atrium Health

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Data Scientist at Carolinas HealthCare System
Hongmei Yang Work Experience Details
  • Atrium Health
    Senior Data Scientist
    Atrium Health Apr 2018 - Present
    Charlotte, North Carolina, Us
    Consult and lead a variety of analytic projects. Provide advanced analytics support to clinical and administrative leaders for system strategic initiatives. Create evaluation methodology documentation to guide improved evaluation processes at Atrium Health. Perform program evaluation to assess the effectiveness of different intervention programs at Atrium Health.
  • Carolinas Healthcare System
    Data Scientist
    Carolinas Healthcare System Apr 2016 - Apr 2018
    Charlotte, Nc, Us
    Developed readmission risk predictive models to improve quality of care and streamline delivery of care. Evaluated technical quality of Cerner Readmission Model and its impact on downstream operation and patient management. Performed program evaluation for several quality improvement initiatives.
  • Carolinas Healthcare System
    Senior Statistician
    Carolinas Healthcare System Feb 2014 - Apr 2016
    Charlotte, Nc, Us
    Collaborated with another senior statistician to lead the segmentation analysis which were used for market growth strategy, care management planning, cost reduction, and care delivery quality improvement at Enterprise level. Identified most influential metrics to focus on moving Charlotte up the city rankings by developing a simulation tool for the HealthyCharlotte project of the Charlotte Chamber of Commerce. Helped CHS Medical Groups to prioritize resources and set goals by developing a quality and cost target setting tool based on Quality and Resource Use Reports (QRUR).
  • Population Services International
    Researcher | Modeler (Epidemiologist & Applied Statistician)
    Population Services International Sep 2005 - Aug 2013
    Washington, Dc, Us
    Modeler 2008 - 2013Developed and maintained 27 health impact models for products and services covering 44 interventions which were used to produce health impact estimates for performance tracking and programmatic decision making at the country and global level. • Received CTO recognition for building a robust mathematical modeling function and establishing a strong reputation among donors and partner organizations.• Attracted the interest of the Gates Foundation in funding non-communicable disease intervention research by expanding model portfolio from communicable to non-communicable diseases.• Published modeling methodology article in peer reviewed journal that substantially increased PSI’s reputation for measurable results among implementation organizations.Researcher 2006 - 2008Developed training materials on data preparation, analysis and results interpretation to build capacity of quantitative analysis skills of regional and local researchers and improve quality of studies. Trained and mentored over 30 colleagues. • Improved quantitative analysis skills of over 100 researchers which in turn increased company’s peer-reviewed publications from 4 to 5 to about 20 per year. • Received 2 Best Researcher of the Year awards.Research Associate 2005 - 2006Generated routine and ad hoc data reports to assist the Research team in progress tracking and decision making. Analyzed survey data to address different research questions. Standardized dashboard analysis process to reduce confusion among researchers about quantitative analyses and statistical models. • Received Best Researcher of the Year award.
  • Wayne State University
    Postdoctoral Fellow (Statistician & Epidemiologist)
    Wayne State University Jul 2003 - Aug 2005
    Detroit, Mi, Us
    Developed parts of methodology section for the proposal of Psychosocial Needs of Children Orphaned by AIDS in China: a Longitudinal Assessment, was awarded $1.7M in NIH funding. Provided technical support to 4 additional NIH funded projects including study design, sampling, questionnaire development, and quality control. Formulated research questions, analyzed data, and drafted report manuscripts. • Authored or co-authored 29 papers in peer-reviewed journals.
  • International Agency For Research On Cancer, Who
    Postdoctoral Fellow (Epidemiologist)
    International Agency For Research On Cancer, Who Nov 2002 - Jul 2003
    Conducted geographic, ethnic pattern and time trend analyses spanning 20 years of data in support of the international incidence of childhood leukemia studies (IICC-1 and IICC-2).

Hongmei Yang Skills

Statistics Program Evaluation Public Health Data Analysis Epidemiology Data Management Global Health Capacity Building Impact Evaluation Spss Predictive Modeling Clinical Study Design Proposal Writing Technical Assistance Mathematical Modeling Project Management Ngos Analytical Skills Analysis International Development Qualitative Research Study Design Progress Monitoring

Hongmei Yang Education Details

  • Chinese Center For Disease Control And Prevention
    Chinese Center For Disease Control And Prevention
    Epidemiology
  • Tongji Medical University, Wuhan, China
    Tongji Medical University, Wuhan, China
    Biostatistics
  • Tongji Medical University, Wuhan, China
    Tongji Medical University, Wuhan, China
    Preventive Medicine

Frequently Asked Questions about Hongmei Yang

What company does Hongmei Yang work for?

Hongmei Yang works for Atrium Health

What is Hongmei Yang's role at the current company?

Hongmei Yang's current role is Data Scientist at Carolinas HealthCare System.

What is Hongmei Yang's email address?

Hongmei Yang's email address is hy****@****psi.org

What is Hongmei Yang's direct phone number?

Hongmei Yang's direct phone number is +120248*****

What schools did Hongmei Yang attend?

Hongmei Yang attended Chinese Center For Disease Control And Prevention, Tongji Medical University, Wuhan, China, Tongji Medical University, Wuhan, China.

What skills is Hongmei Yang known for?

Hongmei Yang has skills like Statistics, Program Evaluation, Public Health, Data Analysis, Epidemiology, Data Management, Global Health, Capacity Building, Impact Evaluation, Spss, Predictive Modeling, Clinical Study Design.

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