Final answer:
Among the listed data-related tasks, manipulating data or altering its interpretation is ethically problematic as it misrepresents the truth and undermines data credibility. While other tasks like deleting erroneous data and changing formats are typically acceptable, they must be done with care for data integrity.
Step-by-step explanation:
When management asks someone to carry out a data-related task, certain actions could be considered ethically problematic. Of the options provided, the one that would likely raise the most ethical concerns is 3) Manipulate data or alter its interpretation. This can misrepresent reality and impact the credibility of the data, leading to potential harm or misinformed decisions. It is important to keep data integrity intact to prevent such ethical violations.
Deleting erroneous data can be part of data cleaning processes, provided it's done transparently and according to established guidelines. Aggregating data together and changing data to another format are generally acceptable practices, so long as the integrity of the data is not compromised. To avoid ethical issues, one should follow best practices for data handling that ensure accuracy, honesty, and transparency.