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Core 2: Data Analysis Core (Analysis Core)

核心2：数据分析核心（Analysis Core）

基本信息

批准号：
10627901
负责人：
DANIEL M BOLT
金额：
$ 19.16万
依托单位：
UNIVERSITY OF WISCONSIN-MADISON
依托单位国家：
美国
项目类别：
财政年份：
2014
资助国家：
美国
起止时间：
2014-09-01 至 2025-04-30
项目状态：
未结题

来源：
https://reporter.nih.gov/project-details/10627901
关键词：
Address Biometry Chronic Care Clinical Collaborations Collection Continuity of Patient Care Cost Effectiveness Analysis Data Data Analyses Data Set Decision Analysis Decision Making Development Effectiveness Electronic Health Record Enhancement Technology Ensure Evaluation Experimental Designs Goals Health system Healthcare Healthcare Systems Integrated Health Care Systems Intervention Intervention Studies Knowledge Linear Regressions Logistic Regressions Mediation Methodology Methods Modeling Monitor Nicotine Outcome Pharmaceutical Preparations Phase Population Preparation Primary Care Procedures Program Research Project Grants Reach, Effectiveness, Adoption, Implementation, and Maintenance Readiness Research Research Methodology Research Personnel Research Project Grants Resource Allocation Role Services Smoker Smoking Smoking Cessation Intervention Smoking treatment Statistical Data Interpretation System Techniques Time Tobacco Treatment Cost Treatment outcome Universities Wisconsin World Health cost cost effectiveness data integration data management design experience experimental study future implementation health care settings implementation cost implementation intervention innovation member multiphase optimization strategy nicotine patch nicotine replacement novel operation primary outcome programs screening smoking cessation smoking intervention smoking prevalence therapy development treatment optimization treatment program treatment strategy varenicline

项目摘要

Project Summary The Data Analysis Core supports the scientific objectives of the four research projects of this Research Program Project primarily through data management and statistical analysis services. In this role, and through collaboration with Design and Optimization Core and other Program Project investigators, the Data Analysis Core will manage all Program Project data and will apply and interpret a variety of statistical techniques for analyzing research project data to support the development of an optimized healthcare system smoking program (the Comprehensive Chronic Care Smoking Treatment Program: CCCSTOP). Services provided by the Analysis Core include: 1) cleaning, preparing, documenting, and sharing research project data for subsequent statistical analysis; 2) conducting statistical analyses to address primary and secondary aims associated with the four research projects, including the modeling of key binary and continuous outcomes in relation to the main and interaction effects of studied intervention components using approaches such as linear and logistic regression models; 3) development and application of statistical techniques to synthesize results across multiple outcomes, particularly in the screening stages of the Multiphase Optimization Strategy (MOST) approach; 4) implementation of cost-effectiveness analyses that will permit evaluation of treatment outcomes in relation to the cost of treatment; 5) conducting analyses of qualitative and quantitative data to assist Implementation Project investigators in the evaluation of intervention Reach, Efficacy, Adoption, Implementation, and Maintenance (RE-AIM model); and 6) coordinating and consulting with Project and Core Leaders to develop analytic plans that ensure that analyses address clinically and substantively important research goals and to assist in interpretation of obtained results. Members of the Data Analysis Core will meet regularly with investigators to ensure the scientific integrity of the research plan implementation, to monitor and discuss overall progress as well as specific project needs, and to make decisions related to prioritization and allocation of resources provided by the Data Analysis Core.

项目总结