太平洋创新,知识和机会 (PIKO) 计划:数据生命周期研究经验
1School of Natural Sciences and Mathematics, Department of Data Science, Analytics and Visualization, Chaminade University of Honolulu, Honolulu, HI.
Hawai'i journal of health & social welfare
|October 30, 2023
概括
由于数据挑战,太平洋临床研究需要一种新的方法. 数据生命周期为管理研究数据提供了一个结构化的方法,改善其创建,可访问性和可用性.
科学领域:
- 临床和翻译科学 临床和翻译科学
- 数据科学数据科学数据科学
- 太平洋卫生研究研究
背景情况:
- 基于证据的临床和翻译研究在太平洋地区至关重要.
- 重要的数据挑战阻碍了研究,包括创建,可访问性,可用性,可用性和合规性.
- 传统的西方研究方法在解决太平洋地区特定的研究需求方面存在局限性.
研究的目的:
- 将数据生命周期描述为传统研究方法的补充方法.
- 为了说明数据生命周期在太平洋环境中的研究数据管理中的应用.
- 通过改进数据管理来支持太平洋创新,知识和机会中心的计划.
主要方法:
- 该手稿详细介绍了数据生命周期框架,概述了数据管理的关键活动.
- 它描述了数据科学团队对该框架的实际实施.
- 该方法的重点是指导研究人员和组织通过整个数据旅程.
主要成果:
- 数据生命周期为解决太平洋研究中的数据挑战提供了一个结构化的方法.
- 它的应用促进了更好的数据创建,管理,使用和分发.
- 这种方法提高了临床和翻译研究倡议的效率和有效性.
结论:
- 数据生命周期是克服太平洋研究数据障碍的宝贵工具.
- 实施该框架可以显著提高临床和转化研究的质量和影响.
- 该方法支持在太平洋地区推进研究和创新.
关键词:
菲律宾人的健康 菲律宾人的健康原住民夏威夷人的健康状况皮科 (PIKO) 是一个有趣的品牌.太平洋岛民的健康状况临床临床临床临床临床临床临床数据生命周期数据.数据科学数据科学基于证据的基于证据的证据.健康的健康健康的健康.翻译工作的翻译工作.更多相关视频
11:21Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
8.2K
06:16Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting
Published on: June 6, 2020
3.8K
相关概念视频
Methods of Documentation III: PIE
1.4K
Problem-intervention-evaluation (PIE) is a systematic approach to documentation used in healthcare settings for clinical decision-making and patient care planning. It is a structured approach to organizing patient data based on problems, interventions, and evaluations. Here's a breakdown of its key features and considerations:
1.4K
Methods of Documentation II: POMR
966
The Problem-Oriented Medical Record (POMR) revolutionized medical record-keeping by introducing a systematic approach focusing on the patient's problems rather than merely listing symptoms. Dr. Lawrence Weed's introduction of this method in the 1960s marked a significant advancement in medical documentation. The POMR framework consists of four key components: the database, problem list, plan of care, and progress notes.
966
Longitudinal Research
12.0K
Sometimes we want to see how people change over time, as in studies of human development and lifespan. When we test the same group of individuals repeatedly over an extended period of time, we are conducting longitudinal research. Longitudinal research is a research design in which data-gathering is administered repeatedly over an extended period of time. For example, we may survey a group of individuals about their dietary habits at age 20, retest them a decade later at age 30, and then again...
12.0K
Decision Making: P-value Method
5.4K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.4K
Data Reporting and Recording
4.7K
Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
4.7K
Data Collection III
2.8K
The physical assessment examines the patient for objective data that defines the patient's condition, and aids in formulating the nursing care plan. The purpose of physical assessment is a health status appraisal, which includes identifying health problems, and establishing a database for nursing intervention.
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...
2.8K
