This time, I'm engaging in a conversation with Katharina, and I must say I'm thrilled to explore more on the topic of ethical statistics. In our previous discussion, we delved into the importance of ethical guidelines, particularly focusing on the ISI declaration of Ethics. Today, we aim to take things a step further – moving beyond declarations to the practical implementation of ethical statistics. It's not merely about having a set of guidelines but ensuring their incorporation, driving change, and fostering a collective commitment to ethical data use.

As we dive into this, I find it crucial to emphasize the distinction between ethics and morality. We discuss the following key points:

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