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Umass chan medical school Interview Questions

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You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Umass chan medical school Salaries by Position

Overview: GENERAL SUMMARY OF POSITION:Under the general direction of the department head or designee, the Biostatistician II will assist in the planning, design, review, programming and implementation of special information systems activities. Responsibilities: ESSENTIAL FUNCTIONS Applications <ul><li>Assist in the design and maintain databases for storage and retrieval of research data. Write computer programs to combine data from separate computer files to allow comparison of data from different sources. </li><li>Evaluate and implement, quantitative and qualitative (experimental and non-experimental), research designs in standard APA format.</li><li>Collaborate with program staff on the design and analysis of biostatistics aspects of research protocols including developing objectives, design sampling, randomization, and data collection procedures. </li><li>Support the creation of SAS/SPSS applications in support of research projects.</li></ul> Data Collection <ul><li>Create project statements </li><li>Participate in the design of questionnaires and interview forms.</li><li>Analyze data in collaboration with senior statisticians beginning with univariate and multivariate analyses such as logistic regression and factor analysis for research studies.</li><li>Assume primary responsibility for the analysis and written presentation of project data at all stages, from collection to final presentation, for consistency and quality</li></ul> Communications <ul><li>Provide tabular and written summaries of analyses in a form suitable for inclusion in project deliverables as well as media for presentation at project meetings.</li><li>Collect the interpretation and assist in the creation of study results in collaboration with faculty members, epidemiologists, biostatisticians, and project team members.</li><li>Prepare non-standard correspondence and minutes that require public scrutiny.</li></ul> Studies <ul><li>Support the interpretation and assist in the creation of study results in collaboration with faculty members, epidemiologists, biostatisticians, and project team members.</li><li>Responsible For content expertise and writing selected sections of project final reports; participates in the editing of reports; responsible for the execution and production of presentation-ready final project deliverables.</li></ul> Qualifications: REQUIRED QUALIFICATIONS:<ul><li>Master's degree in Biostatistics, Statistics, Epidemiology, or equivalent experience</li><li>0-1 year health-related research experience (preferably in biostatistics or epidemiology) participating in project management and/or relevant experience in research and evaluation projects. This experience may be concurrent with satisfying degree requirements, but must include scientific research data analysis and database management.</li><li>Knowledge of PC database construction, especially MS Access Database Programming.</li><li>Working knowledge of SAS, SPSS statistical packages.</li><li>Strong communication skills, both the oral and written necessary to interact with state and national counterparts, internal and external senior management, project team members and study participants.</li></ul> Additional Information: Preferred Qualifications - Experience in the following areas is strongly preferred:<ul><li>Experience with survey sampling statistics and methodology.</li><li>Demonstrated experience with statistical analyses of survey data.</li><li>Experience in programming a survey software system, particularly for multiple modes of data collection (including programming for data entry, computer assisted telephone interviewing, and web surveys).</li><li>Experience manipulating and cleaning datasets.</li></ul><table style="border-collapse: collapse; width: 78pt;" width="104"><tbody><tr><td style="width: 78pt;" width="104">#LI-VG1 </td></tr></tbody></table>

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Healthcare Data Analyst II (Hybrid - Boston) Job Number : 2024-45645
Category: Administrative Professional
Location : Boston, MA
Shift: Day
Exempt/Non-Exempt: Exempt
Business Unit: ForHealth Consulting
Department: ForHealth Consulting - Office Of Clinical Affairs - W401300
Job Type: Full-Time
Salary Grade: 44
Union Code: Non Union Position -W60- Non Unit Professional
Num. Openings : 1
Post Date : March 14, 2024
POSITION SUMMARY:
Under the general direction of the Manager or designee, the Healthcare Data Analyst II will perform data analyses for assigned projects and develop/ produce all related reports. This position will conduct information gathering to provide leadership with the necessary tools to determine the best data analytic practices to position the business unit for addressing client needs. The Healthcare Data Analyst II will also begin to develop analytic consulting skills and utilize a customer service focus in order to design and deliver analytic products that meet or exceed client expectations. This position will be required to work on multiple concurrent projects while managing to successfully complete deliverables with an increasing level of independence.
ESSENTIAL FUNCTIONS:
Conduct advanced data mining in a timely and accurate manner as required by the program/project.
Produce standard and adhoc analyses and reports using a variety of data which support the development, implementation and monitoring of programs/projects.
Integrate/manipulate large datasets from data sources (e.g. claims and encounter data) to support analyses using MS Excel, Access, SAS, SQL, COGNOS, and Business Objects.
Deploy standard qualitative and quantitative analysis techniques utilizing software packages such as SAS, SQL or Atlas.ti.
Contribute to the design of project-specific analytic plans, data manipulation and collection efforts; may include: claims analysis, interviews, focus groups, and surveys involving clients, state agency personnel, and other key informants.
Utilize and create standard testing measures and/or algorithms to test and analyze large amounts of data.
Design and develop data collection instruments, databases and procedure manuals based on thorough knowledge of data files, related databases, and systems integration.
Participate in the design and implementation of data management strategies/techniques and quality control procedures, including writing technical requirements and documentation of data sets.
Produce and submit data analysis reports. Develop methods and results narratives to be included in broader scientific reports developed by senior staff.
Ensure accuracy of all data analyses, reports and other deliverables by conducting thorough quality control checks and resolving discrepancies.
Provide interpretation of data for key stakeholders and leadership; including identifying and reporting data patterns and abnormalities. May be required to produce tabular and graphic summaries of analyses in a form suitable for inclusion in manuscripts for publication in peer reviewed scientific journals as well as for presentation at scientific meetings.
Schedule, coordinate, and review activities related to data collection and analysis in order to meet deadlines.
Communicate with all appropriate parties to ensure that the projects objectives, scope, and expected deliverables of each project phase are understood. Facilitate communication of the projects status, budget, costs, issues, and related information to same.
May provide guidance and training to more junior data staff as needed to help ensure accuracy and timeliness of deliverables.
Review and monitor compliance with the federal and state regulations.
Perform other duties as required.
REQUIRED QUALIFICATIONS:
Bachelors degree in a business, health sciences, or a related field; or equivalent
4 years of related experience; including at least one year of healthcare data analysis
Demonstrated experience/skills in appropriate computer, statistical or database applications including SAS/SQL, Business Objects, Cognos or similar
Strong attention to detail and time management/organization skills to manage multiple priorities
Demonstrated ability to research issues and resources
Demonstrated ability to write reports, journal articles and/ or other technical documents
Excellent communication skills, both oral and written
Interpersonal skills necessary to interact successfully with a wide range of individuals.
UMass Chan Medical School was among 23 companies that stood out as 2023 “DEI champions,” according toThe Boston Globe.
Named a U.S. News & World Report
“2023 BEST MEDICAL GRAD SCHOOL”
for Primary Care and Research

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Umass chan medical school Interview Questions

Umass chan medical school Interview Guides

Umass chan medical school Interview Questions

Umass chan medical school Salaries by Position

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