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Homeless Link surveyed more than 2,500 homeless adults (pdf) and found 45% of respondents had been diagnosed with a mental health issue, compared to 25% of the general population.
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We link survey information spanning the inventors' entire careers and psychometric test evidence with patent history data for more than 1000 inventors.
Consent was obtained to link survey data supplied by the respondent to individual level cost data obtained from two publically funded health programs administered by Medicare Australia, the Pharmaceutical Benefits Scheme (PBS) and the Medical Benefits Scheme MBSS).
The survey targeted medical oncology trainees using a web-based survey link (Survey Monkey).
It is possible to securely link survey data with health consumption data.
The quantitative study was anonymous and it was impossible to link survey results with qualitative data.
In the UK it is not currently possible to systematically link surveys to GP records.
Another limitation of the study is not being able to link survey data to responders.
Quantitative survey data will be anonymised and a unique participant identification number will be used to link survey rounds.
The county variables associated with each dentist's mailing address was used to link survey and ARF data.
However, given the confidentiality issues and difficulties obtaining agreements to link survey and administrative data, we feel that the method used in this paper was a valuable alternative.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com