Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
AN INTRODUCTION TO QDA MINER: or IS QDA MINER REALLY A BETTER SOLUTION FOR MIXED METHODS RESEARCH? By Normand Péladeau President Provalis Research Corp. MIXED METHODS IN TRADITIONNAL CAQDAS Integration of numerical data • Inclusion of socio-demographic data, responses to closed-ended questions, etc. • Limited ability to perform comparisons & no statistics Performing statistics on/with qualitative data 1) Export code frequency matrix to file 2) Open statistical software 3) Import saved matrix 4) Run statistical analysis HOW DOES QDA MINER DIFFERS? 1) Same file format as SimStat (a stat software) and full interoperability between the two. Ability to keep numerical, categorical data, dates and text data in a single data file HOW DOES QDA MINER DIFFERS? 1) Same file format as SimStat (a stat software) and full interoperability between the two. Ability to keep numerical, categorical data, dates and text data in a single data file HOW DOES QDA MINER DIFFERS? 1) Same file format as SimStat (a stat software) and full interoperability between the two. Ability to keep numerical, categorical data, dates and text data in a single data file 2) Integration of statistical tools Frequencies and percentages, F-test, chi-square, correlation, clustering, multidimensional scaling, correspondence analysis. STATISTICS ON QUALITATIVE DATA STATISTICS ON QUALITATIVE DATA HOW DOES QDA MINER DIFFERS? 1) Same file format as SimStat (a stat software) and full interoperability between the two. Ability to keep numerical, categorical data, dates and text data in a single data file 2) Integration of statistical tools Frequencies and percentages, F-test, chi-square, correlation, clustering, multidimensional scaling, correspondence analysis. HOW DOES QDA MINER DIFFERS? 1) Same file format as SimStat (a stat software) and full interoperability between the two. Ability to keep numerical, categorical data, dates and text data in a single data file 2) Integration of statistical tools Frequencies and percentages, F-test, chi-square, correlation, clustering, multidimensional scaling, correspondence analysis. 3) Integration of other text analysis techniques • Within QDA Miner itself • With WordStat (a content analysis add-on) INTEGRATING TEXT ANALYSIS TECHNIQUES ANALYSIS OF NUMERICAL DATA Statistical Analysis Mixed Methods ANALYSIS OF TEXTUAL DATA Qualitative Analysis Content Analysis Text Mining Information Retrieval Computational Linguistic QUALITATIVE CONTENT ANALYSIS One can use codings in QDA Miner to control what will be analyzed by WordStat QUALITATIVE CONTENT ANALYSIS CONTENT ANALYSIS QUALITATIVE One can use WordStat text-mining features or dictionaries to search and code segments in QDA Miner QUALITATIVE + INFORMATION RETRIEVAL Information Retrieval Models • Boolean search ( AND, OR, NOT ) • Similarity search QUERY BY EXAMPLES QUERY BY EXAMPLES QUERY BY EXAMPLES QUERY BY EXAMPLES • Relevance feedback mechanism • Fuzzy string matching Resistant to misspelling Matches related words Ex.: “resistant to misspelling” “resistent to mispeling” “resist to misspelled words” “resist to words not correctly spelled” ADDITIONAL LEARNING RESOURCES General Introduction 10 minutes tour of QDA Miner 3.2 10 minutes tour of WordStat 5.0 Specific Features of QDA Miner Importing NVivo projects The Bubble Chart feature The Coding of Graphics The Query by Example The Report Manager Keyword Retrieval features The Command Log Automatic Document Classification The Code Sequences Feature Coded text highlighting Segment Retrieval Techniques Click on any of the above links for self-running demos