Academic Leadership Award for Statistical Training in Multidisciplinary Aging Research
Academic Leadership Award for Statistical Training in Multidisciplinary Aging Research
批准号:
10427564
负责人:
SUJUAN GAO
金额:
$15.79万
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-08-15 至 2027-07-31
关键词:
AddressAdultAgeAgingAlzheimer&aposs DiseaseAlzheimer&aposs disease related dementiaArchivesAwardBiological MarkersBiometryBloodCardiovascular DiseasesCase StudyClinical DataComputerized Medical RecordDataData AnalysesData AnalyticsData CollectionData ScienceDevelopmentDimensionsDiseaseDoctor of PhilosophyEducational CurriculumEpidemiologyFacultyFundingGenomicsGoalsGrantGrowthHealthImpaired cognitionIndianaIndividualIntensive Care UnitsK-Series Research Career ProgramsLeadershipLongitudinal StudiesMalignant NeoplasmsMentorsModernizationMusculoskeletalNatureNeurosciencesPharmacy facilityPhysiciansPilot ProjectsPopulationPostdoctoral FellowPrevalencePrincipal InvestigatorProductivityPublic HealthQuality of lifeRecoveryReproducibilityResearchResearch DesignResearch InfrastructureResearch MethodologyResearch PersonnelResearch Project GrantsResourcesScientistStatistical MethodsStudentsSurvivorsTrainingTraining ActivityTraining ProgramsUnited States National Institutes of HealthUniversitiesage relatedaging populationanalytical toolcareercomorbiditydata managementdata resourcedigitaldisabilitydoctoral studentepidemiology studygenetic epidemiologyhealth datahigh dimensionalityimaging facilitiesinterdisciplinary approachlecturesmedical schoolsmultidisciplinarymultiple omicsneuroimagingnext generationprogramsresearch studystatistics
中文摘要
摘要
老龄化研究在性质上越来越多地涉及多学科,具有纵向研究设计,
广泛的数据收集,包括基因组学、多组学和大型电子病历数据,
除了传统的临床数据。这些增加了研究设计和数据维度的复杂性
对老龄化研究人员在数据分析和结果解释方面提出了特殊的挑战,
和可重复的科学发现。我进行了独立的统计研究,
我在印第安纳州工作了20年,在衰老研究方面与调查人员进行了广泛的合作
大学医学院。我还指导过初级调查员进行K-应用程序,并指导
博士研究生主要学习老龄化研究中的统计方法。学术领导
该奖项将为制定全面的统计培训计划提供支持,其中包括
先进的统计方法,专门为医生和科学家在老龄化研究和说明使用
老龄化研究项目的案例研究。第一个目标是开发一个先进的统计方法,
老龄化研究课程,将提供全面,深入的现代统计培训
适用于衰老研究的方法。第二个目标是提高印第安纳州的研究能力
通过提供数据资源和分析工具,从已完成和正在进行的老龄化研究,
支持二级数据分析和试点项目。第三个目标是提供个人指导,
初级调查员获得职业发展奖。一个全面、强大和先进的
统计培训计划将导致更好的研究设计,提高研究生产力,
研究质量和可重复的科学发现在老龄化研究。
英文摘要
Abstract
Aging research studies are increasingly multidisciplinary in nature with longitudinal study design and
extensive data collection including genomic, multi-omics, and large electronic medical records data in
addition to traditional clinical data. These increased complexities in study design and data dimensionality
present special challenges to aging researchers in data analyses and result interpretation for meaningful
and reproducible scientific discoveries. I have conducted independent statistical research and have also
collaborated extensively with investigators in aging research during my two-decades career at Indiana
University School of Medicine. I have also mentored junior investigators on K-applications and directed
Ph.D. students in research focused on statistical methods in aging research. The Academic Leadership
Award will provide support for developing a comprehensive statistical training program that includes
advanced statistical methods tailored to physicians and scientists in aging research and illustrated using
case studies from aging research projects. The first aim is to develop an Advanced Statistical Methods in
Aging Research curriculum that will provide comprehensive, in-depth training of modern statistical
methods applicable to aging research. The second aim is to enhance research capacity at Indiana
University by providing data resources and analytical tools from completed and ongoing aging studies to
support secondary data analyses and pilot projects. The third aim is to provide individual mentoring to
junior investigators for obtaining career development awards. A comprehensive, robust and advanced
statistical training program will lead to better study design, increased research productivity, higher
research quality and reproducible scientific discoveries in aging research.
期刊论文(0)
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会议论文
Academic Leadership Award for Statistical Training in Multidisciplinary Aging Research
-
批准号:10682601
-
项目类别:
-
资助金额:$15.79万
-
财政年份:2022
-
负责人:SUJUAN GAO
-
依托单位:
Data Management and Statistics Core
-
批准号:10475179
-
项目类别:
-
资助金额:$32.85万
-
财政年份:2021
-
负责人:SUJUAN GAO
-
依托单位:
Data Management and Statistics Core
-
批准号:10264432
-
项目类别:
-
资助金额:$33.68万
-
财政年份:2021
-
负责人:SUJUAN GAO
-
依托单位:
Data Management and Statistics Core
-
批准号:10666614
-
项目类别:
-
资助金额:$32.04万
-
财政年份:2021
-
负责人:SUJUAN GAO
-
依托单位:
Longitudinal interactive vascular exposure and Alzheimer's Disease
-
批准号:9041471
-
项目类别:
-
资助金额:$31.1万
-
财政年份:2014
-
负责人:SUJUAN GAO
-
依托单位:
Longitudinal interactive vascular exposure and Alzheimer's Disease
-
批准号:8693492
-
项目类别:
-
资助金额:$31.17万
-
财政年份:2014
-
负责人:SUJUAN GAO
-
依托单位:
Longitudinal interactive vascular exposure and Alzheimer's Disease
-
批准号:8878976
-
项目类别:
-
资助金额:$30.2万
-
财政年份:2014
-
负责人:SUJUAN GAO
-
依托单位:
Statistical Core
-
批准号:7759407
-
项目类别:
-
资助金额:$5.44万
-
财政年份:2009
-
负责人:SUJUAN GAO
-
依托单位:
Selenium, other risk factors and cognitive decline in rural elderly Chinese
-
批准号:8063069
-
项目类别:
-
资助金额:$49.9万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium Levels and Cognitive Decline in Elderly Chinese
-
批准号:6573036
-
项目类别:
-
资助金额:$33.31万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium Levels and Cognitive Decline in Elderly Chinese
-
批准号:7056059
-
项目类别:
-
资助金额:$31.33万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium, other risk factors and cognitive decline in rural elderly Chinese
-
批准号:7782274
-
项目类别:
-
资助金额:$52.61万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium Levels and Cognitive Decline in Elderly Chinese
-
批准号:7230471
-
项目类别:
-
资助金额:$30.42万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium Levels and Cognitive Decline in Elderly Chinese
-
批准号:6726162
-
项目类别:
-
资助金额:$32.09万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium, other risk factors and cognitive decline in rural elderly Chinese
-
批准号:8446393
-
项目类别:
-
资助金额:$47.81万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium, other risk factors and cognitive decline in rural elderly Chinese
-
批准号:8236943
-
项目类别:
-
资助金额:$51.03万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
Selenium Levels and Cognitive Decline in Elderly Chinese
-
批准号:6883149
-
项目类别:
-
资助金额:$32.09万
-
财政年份:2003
-
负责人:SUJUAN GAO
-
依托单位:
STATISTICAL METHODS IN LONGITUDINAL STUDIES OF DEMENTIA
-
批准号:6631529
-
项目类别:
-
资助金额:$10.35万
-
财政年份:1999
-
负责人:SUJUAN GAO
-
依托单位:
STATISTICAL METHODS IN LONGITUDINAL STUDIES OF DEMENTIA
-
批准号:6509878
-
项目类别:
-
资助金额:$11.17万
-
财政年份:1999
-
负责人:SUJUAN GAO
-
依托单位:
STATISTICAL METHODS IN LONGITUDINAL STUDIES OF DEMENTIA
-
批准号:2899811
-
项目类别:
-
资助金额:$8.81万
-
财政年份:1999
-
负责人:SUJUAN GAO
-
依托单位:
海外基金