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Table 1 Questions used in pre and post-audit surveys

From: Effectiveness of data auditing as a tool to reinforce good research data management (RDM) practice: a Singapore study

Question

1

How important do you think is RDM in your research work?

2

How much do you agree with this statement: “Lack of reproducibility in science is because data is not properly managed”?

3

Rate your level of awareness of proper RDM

4

What do you think is the current strength of RDM in your laboratory?

5

How much of your time do you think you should devote to proper RDM?

6

Do you think more education and training is needed in RDM?

7

Rate how likely you will deposit ALL research data into the central data repository system

8

If deposition of research data into the central data repository system is not mandatory, rate how likely you will deposit research data into it

9

Rate your level of preference in having a service that helps to back up all your research data

10

Do you think your DMP will assist you in the proper storage and easy retrieval of data?

11

How useful do you think is DMP in reinforcing RDM?

12

Rate your current level of compliance with the DMP