Unit 13: Analysis of Qualitative Data Flashcards
quantitative analysis
is less formulaic
qualitative analysis is difficulty due to
- there is no universal rules for analyzing and summarizing qualitative data/ diff to prove validity
- is enormous amount of work required. must organize through narrative work
- reducing the data for reports
analysis styles for qualitative data
> > template analysis type-develop a template a category and analysis guide for sorting a narrative data
editing analysis style- act as interpreters who read through texts in search of meaningful segments. researchers develop a category scheme and corresponding sides that can used to sort and organize the data
immersion/crystallization analysis style this style involves the analyst’s total a immersion in and reflection of the text material, resulting in an intuitive crystallization of the data
the qualitative analysis process
process of fitting data together of making invisible obvious, of linking and attributing consequences to antecedents four cognitive processes -comprehending >synthesizing >theorizing >rexontextualizing
qualitative data management and organization
-developing a category scheme
» a category system or template is sometimes drafted before data collection
-coding qualitative system
»after category scheme has been developed the data are then read int heir entirety and coded for correspondence to the identified category
- manual method of organizing qualitative data
» develop conceptual files
- computer programs for managing quantitative data
analytic procedure
data management in qualitative research is reductionist in nature because it concert large masses of data into smaller, more convenient units
> analysis of narrative data to identify prominent themes and patterns among the themes
theme
is an abstract entity that brings meaning and identity to a current experience and its variant manifestation
themes emerges from the data
general analytic overview
themes
validation
weave the thematic pieces into a integrated whole
quasi statistic
a tabulation of the freq with which certain themes or patterns are supported by the data
analysis of ethnographic data
beings the moment the researcher sets foot in the field looking from patterns in the behavior maps, flow charts, organizational charts are also useful analytic tools that help to crystallize and illustrate the data being collected 12 step 1. locating an informant 2. interviewing an informant 3. making an ethnographic record 4. asking descriptive questions 5. analyzing ethno interview 6. making domain analysis 7.asking structural questions 8. making a taxonomic analysis 9. asking contrast questions 10. making componential analysis 11. discovering cultural themes 12. writing the ethno
domain
which are units of cultural knowledge, are board categories that encompass smaller categories
taxonomy
a system of classifying and organizing of a domain and the relationship among the subcategories
phenomenological analysis
three method colaizzi, giorgi, cankaam
colaizzi
- read all protocols to acquire a feeling for them
- review each protocol extract significant statement
- spell out the meaning of each significant statement
4 organize the formulated meanings into clusters of themes - integrate results into an exhaustive description of the phenomenon under study
- formulate a description in as unequivocal a statement of identification as possible
- ask participants about the finding thus for a final validating step
giorgi
- read the entire set
- discriminate units from participants’ description of phenomenon being studied
- articulate the psychological insight in each of the meaning units
- synthesize all of the transformed meaning into consistent statement regarding participants