Hongmei Yang Email and Phone Number
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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
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Senior Data ScientistAtrium Health Apr 2018 - PresentCharlotte, North Carolina, UsConsult 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. -
Data ScientistCarolinas Healthcare System Apr 2016 - Apr 2018Charlotte, Nc, UsDeveloped 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. -
Senior StatisticianCarolinas Healthcare System Feb 2014 - Apr 2016Charlotte, Nc, UsCollaborated 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). -
Researcher | Modeler (Epidemiologist & Applied Statistician)Population Services International Sep 2005 - Aug 2013Washington, Dc, UsModeler 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. -
Postdoctoral Fellow (Statistician & Epidemiologist)Wayne State University Jul 2003 - Aug 2005Detroit, Mi, UsDeveloped 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. -
Postdoctoral Fellow (Epidemiologist)International Agency For Research On Cancer, Who Nov 2002 - Jul 2003Conducted 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
Hongmei Yang Education Details
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Chinese Center For Disease Control And PreventionEpidemiology -
Tongji Medical University, Wuhan, ChinaBiostatistics -
Tongji Medical University, Wuhan, ChinaPreventive 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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