This readme.txt file was generated on 20200315 by Samuel D. Ihlenfeldt ------------------- GENERAL INFORMATION ------------------- 1. Title of Dataset All Code and Data for "What Are Important Research Areas, Methodologies, and Citations in Educational Measurement? A Review of Literature Published in EMIP from 2005-2019" 2. Author Information Principal Investigator Contact Information Name: Joseph A. Rios Institution: University of Minnesota Address: 56 E. River Road, 164 Education Sciences Building, Minneapolis, MN 55455. Email: jrios@umn.edu ORCID: https://orcid.org/0000-0002-1004-9946 Associate or Co-investigator Contact Information Name: Corissa Rohloff Institution: University of Minnesota Email: wurth005@umn.edu Associate or Co-investigator Contact Information Name: Samuel D. Ihlenfeldt Institution: University of Minnesota Email: ihlen010@umn.edu Associate or Co-investigator Contact Information Name: Andrew Zieffler Institution: University of Minnesota Address: 56 E. River Road, 178 Education Sciences Building, Minneapolis, MN 55455. Email: zief0002@umn.edu ORCID: https://orcid.org/0000-0002-1035-0341 Associate or Co-investigator Contact Information Name: Amy Riegelman Institution: University of Minnesota Address: Lib Soc Sci & Professional Programs; 267 Wilson Library Email: aspringe@umn.edu ORCID: https://orcid.org/0000-0003-4127-5222 3. Date of data collection Fall 2019 - Spring 2020 4. Geographic location of data collection (where was data collected?): University of Minnesota 5. Information about funding sources that supported the collection of the data: NA -------------------------- SHARING/ACCESS INFORMATION -------------------------- 1. Licenses/restrictions placed on the data: Attribution 3.0 United States (https://creativecommons.org/licenses/by/3.0/us/) 2. Links to publications that cite or use the data: NA 3. Links to other publicly accessible locations of the data: NA 4. Links/relationships to ancillary data sets: NA 5. Was data derived from another source? If yes, list source(s): Educational Measurement: Issues and Practice. Journal ISSN: 1745-3992 (Used for Main Analysis, Keyword Analysis) Education Source, Web of Science. Full-text research database (Used for Bibliometric Analysis) 6. Recommended citation for the data: Rios, Joseph A; Rohloff, Corissa T; Ihlenfeldt, Samuel D; Riegelman, Amy; Zieffler, Andrew. (2020). A Review of Literature Published in EMIP from 2005-2019. Retrieved from the Data Repository for the University of Minnesota, https://doi.org/10.13020/kxm7-vp82 --------------------- DATA & FILE OVERVIEW --------------------- 1. File List A1. Filename: FinalSampleOfStudies.csv Short description: Metadata for all 119 studies included in the final sample. All articles come from Educational Measurement: Issues and Practice. Important note: Excel will automatically convert some of the page ranges in Column E to date ranges if the file is double-clicked to open. To avoid this error introduced by Excel, the file must be manually loaded into Excel using the "Import from Text/CSV" option on the Data menu. Relationship between files: NA, 1 file B1. Filename: MainAnalysis.csv Short description: Coded variables used in descriptive analysis of published studies. 142 rows, 48 variables. B2. Filename: MainAnalysisCodebook.csv Short description: Codebook for the main analysis variables. Relationship between files: Codebook contains name, operational definition, and levels of main analysis codes. C1. Filename: KeywordAnalysis.R Short description: Code used to analyze keyword trends across reported keywords C2. Filename: KeywordAnalysis.csv Short description: 49 common keywords divided by theme, subtheme, and keyword for all 119 studies. Also includes whether the study was funded, and whether the primary author was affiliated with an educational institution. C3. Filename: KeywordList.csv Short description: List of every keyword from all 119 included studies. 2 variables. Relationship between files: 49 keywords or themes occured more than once in KeywordList.csv - found in KeywordAnalysis.csv, each study was coded to determine if it contained those keywords. D1. Filename: BibliometricAnalysis.csv Short description: Meta-data on the citations of journals in our sample extracted from Web of Science and Education Source. Metadata was cleaned-up in Zotero. (only includes variables used in analysis) D2. Filename: BibliometricAnalysis.R Short description: Code used to analyze BibliometricAnalysis.csv Relationship between files: The data and statistical code employed in the bibliometric analysis 2. Are there multiple versions of the dataset? no -------------------------- METHODOLOGICAL INFORMATION -------------------------- 1. Description of methods used for collection/generation of data: See pre-print 2. Methods for processing the data: NA 3. Describe any quality-assurance procedures performed on the data: See pre-print ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: FinalSampleOfStudies.csv ----------------------------------------- Important note: Excel will automatically convert some of the page ranges in Column E to date ranges if the file is double-clicked to open. To avoid this error introduced by Excel, the file must be manually loaded into Excel using the "Import from Text/CSV" option on the Data menu. 1. Number of variables: 7 2. Number of cases/rows: 119 3. Missing data codes: No missing data 4. Variable List A. Name: title Description: title of study open-ended B. Name: year Description: year of study open-ended C. Name: volume Description: volume of EMIP open-ended D. Name: issue Description: issue of volume open-ended E. Name: pages Description: pages within issue open-ended F. Name: authors Description: authors open-ended G. Name: abstract Description: article abstract open-ended ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: MainAnalysis.csv ----------------------------------------- 1. Number of variables: 48 2. Number of cases/rows: 142 3. Missing data codes: NA missing or not applicable 4. Variable List See MainAnalysisCodebook.csv ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: KeywordAnalysis.csv ----------------------------------------- 1. Number of variables: 51 2. Number of cases/rows: 119 3. Missing data codes: "" not applicable 4. Variable List A. Name: (Variables 1 - 49) Keyword Description: a keyword found 2 or more times in KeywordList.csv 1 = Study has this keyword "" = Study does not have this keyword B. Name: Funding (Note - from MainAnalysis.csv) Description: Whether or not the authors received financial support for their work 1 = Received funding 0 = Did not receive funding/did not specify C. Name: Primary Author (Note - from MainAnalysis.csv) Description: Whether the primary author was affiliated with an academic institution 1 = Affiliated 0 = Not affiliated/did not specify ----------------------------------------- DATA-SPECIFIC INFORMATION FOR: BibliometricAnalysis.csv ----------------------------------------- 1. Number of variables: 5 2. Number of cases/rows: 4110 3. Missing data codes: "" not applicable/missing 4. Variable List A. Name: Item Type Description: The type of publication book journalArticle report bookSection conferencePaper manuscript newspaperArticle letter webpage computerProgram thesis document encyclopediaArticle statute presentation blogPost magazineArticle B. Name: Publication Year Description: Year of publication open-ended B. Name: Author Description: List of authors (and in some cases, editors, when no author was listed) open-ended B. Name: Title Description: Title of item open-ended B. Name: Publication Title Description: If published in a journal or a book, the title of that publication open-ended