Specifically, I am interested in understanding which parts of data collection are most costly.

Is it the data collection frequency, the level of expertise required, the data collection methods, or the data collectors (individual vs. team-based)?

Any scientific references would be greatly appreciated.

Thank you in advance for your help!

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