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PascalCrepey avatar PascalCrepey commented on July 26, 2024

Hopefully, there will be not much differences, but I agree.

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tjibbed avatar tjibbed commented on July 26, 2024

I can see what you mean... Some of these statistics are not part of the network, but rather of the database itself, and I agree that we should treat them separately.

However, I would want to argue that quite a number of the statistics calculated by per_facility_summary() are actually part of the hospital network. I think that the possibility of including these makes the HospiNet object stand apart from a "standard" igraph.

For instance, the number of admissions per facility gives information about what proportion of these are transfers / movements. Whereas mean length of stay gives a measure of size or patient volume of a given facility. To me, these are facility-based stats are an important part of the hospital network.

I will have a look and see if I can separate the stats that are part of the network from those that are part of the database, and move those belonging to the database to the checkBase report

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PascalCrepey avatar PascalCrepey commented on July 26, 2024

Well, I think the potential problem is when there are discrepancies between what's in the base and what ends up in the network. For example, because we modify the number of admissions to deal with overlaps, the number of admissions per hospital in the network will not be the same as the one in the base. I think it's ok to leave everything in the HospiNet object, but maybe we need to differentiate them...

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tjibbed avatar tjibbed commented on July 26, 2024

I've created a bit of a stricter separation between what are network properties (belonging in the HospiNet object) and what are summary stats about the database (returned by checkBase())

This way, the workflow allows the user to check the database and get a quality report with stats on the database and errors therein. After that, the hospinet object can be created, and all information on the specific nodes (i.e. facilities/hospitals) is stored there.

Does that resolve your issue, @ClementMassonnaud ?

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PascalCrepey avatar PascalCrepey commented on July 26, 2024

@ClementMassonnaud, @tjibbed, can I close this issue ?

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tjibbed avatar tjibbed commented on July 26, 2024

Yes, I agree.

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