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Data reuse

Before you start your project, consider whether any existing source of data can be reused. The data, or a part of the data, you want to collect may already be available in existing databases or in the EHR (Electronic Health Record) system. Why…

https://aph-qualityhandbook.org/set-up-conduct/study-preparation/data-reuse/

FAIR Data stewardship

Data Stewardship comprises the planning of data management before the start of your project, the management of data during your research project, and data preservation when your project is finished, all in line with the FAIR principles. The FAIR…

https://aph-qualityhandbook.org/set-up-conduct/study-preparation/fair-data-stewardship/

Quality control procedures checklist

the following, and document them in a data management plan: Does your Informed Consent Form adequately describe what data will be processed and made available/accessible to whom, including potential future use? What tools you need to document your…

https://aph-qualityhandbook.org/set-up-conduct/methods-data-collection/2-1-qualitative-research/quality-control-procedures-checklist/

File maintenance

Aim To maintain and, if necessary, to improve the quality of data files over time. Requirements Update/clean the data when inconsistencies arise during the data analysis phase; Make new versions of files when updating/cleaning; Keep classification…

https://aph-qualityhandbook.org/set-up-conduct/process-analyze-data/3-2-quantitative-research/3-2-1-data-processing/file-maintenance/

Data sharing

the quality of the data A clear and concise data management plan (DMP) is essential when starting a research project, and especially important when you intend to share your data. A well-defined description in your DMP helps build trust from other…

https://aph-qualityhandbook.org/set-up-conduct/methods-data-collection/2-2-quantitative-research/2-2-5-data-collection/data-sharing/

Data sharing

the quality of the data A clear and concise data management plan (DMP) is essential when starting a research project, and especially important when you intend to share your data. A well-defined description in your DMP helps build trust from other…

https://aph-qualityhandbook.org/reporting-review-knowledge-utilization/archiving-open-data/data-sharing/

Data provided by third parties

Aim To ensure that data provided by third parties are suitable for the proposed study. Requirements Agreements with the supplier of the data should be made in writing in collaboration with Legal Research Support (LRS) for Amsterdam UMC employees and…

https://aph-qualityhandbook.org/set-up-conduct/methods-data-collection/2-2-quantitative-research/2-2-5-data-collection/data-provided-by-third-parties/

Analysis plan

Aim To promote structured targeted data analysis. Requirements An analysis plan should be created and finalized prior to the data analyses. Documentation The analysis plan (Guidelines per study type are provided below) Responsibilities Executing…

https://aph-qualityhandbook.org/set-up-conduct/process-analyze-data/3-2-quantitative-research/3-2-2-data-analysis/analysis-plan/