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The researchers say that Groopman is right to highlight examples of human judgment being just as good as data.
First, passive surveillance data are not as good as data collected from active surveillance.
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The map is only as good as the data, though, and their data collection includes only actual Tea Party members (67,000 of them), from online membership databases.
It has been questioned whether administrative data is as good as clinical data to explore the volume-outcome relationship [ 47].
However information from surveillance data is only as good as the data collected.
"Health inspection data is only as good as the data itself," Ms. Wells said.
The models are only as good as the data behind them, and the data is changing faster than we can update it".
"But why Apple is using data that is not as good as the data in OpenStreetMap" — which is accessible by anyone — "is not clear!" he said.
These data are obviously not as good as administrative data from European countries that were used in some other studies on the topic.
Further, the maps are only as good as the data on which they are based; Worldmapper data come from a variety of sources such as World Health Organization surveys, and thus the quality may vary depending on a country's surveillance systems and data collection.
One problem is that the computer models are still only as good as the data on which they are based, and those data are still incomplete, or are scattered around in scientific journals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com