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It used a set of 'core variables' in the form of questions that were used to collect standardized information from all policy-makers (such as socio-demographic information, affiliations, tenure).
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For the purpose of this project, we defined a methodologist as an individual having an affiliation with a department of statistics, biostatistics, epidemiology, clinical epidemiology or public health services, as determined by author information and affiliations listed in the publication.
In addition to registration codes that categorize ownership, our dataset provides information about affiliation codes that distinguish the government levels to which a firm is affiliated (i.e., levels of central government, provincial government, prefectural and city government, county government, and township and village government).
Information about Affiliation with the HMS Division of Sleep Medicine.
2. Investigator(s) name, contact information, and affiliation (contact information should include, phone, address, email).
Information on affiliation was incomplete in some records.
Sickness certificates should provide the same type of information regardless affiliation or clinic, and we do not have data on the individual physicians.
Once those authors had been identified we researched all the records downloaded from the initial search by author name to collect additional records that had poor or no information on affiliation.
For example, information on affiliation in Scopus is not regularly available for all authors, sometimes abbreviations are used (e.g. Dpt. Gen. Pract)., and in a few cases typing errors lead to missing a study.
Once we had identified authors with the highest output volume, we searched all retrieved records again for additional records using the name rather than just relying on information about affiliation.
And information about gang affiliations, which I guess refers to tattoos.
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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