Data Collection & Analysis - Grounded Theory
-
Upload
claudia-cardenas -
Category
Education
-
view
351 -
download
1
Transcript of Data Collection & Analysis - Grounded Theory
Data Collection & Data Collection & analysisanalysisGrounded TheoryGrounded Theory
Dolly Ramos GallegoClaudia Cárdenas
Find the following information in the assigned thesisSamples
of dataInterpretati
on of dataCodes
Triangulation Process
Description of data
Data analysis
What is qualitative research?“Development of concepts which help us to understand social phenomena in natural (rather than experimental) settings, giving due emphasis to the meanings, experiences and views of the participants.”
Pope & MaysBMJ 1995;311:42-45
5
What is qualitative data?- Data that are not easily reduced to numbers
- Data that are related to concepts, opinions, values and behaviours of people in social contextTranscripts of individual interviews and focus groups, field notes from observation of certain activities, copies of documents, audio/video recordings...
www.socialresearchmethods.net/kb/qualdata.php16
Tools for helping the Analytical Process
Summaries: Should contain the key points that emerge from undertaking the specific activitySelf Memos: Allow you to make a record of the ideas which occur to you about any aspect of your research, as you think of themResearcher DiaryAnalytical notes
SAMPLING
Data analysis &Data analysis &gatheringgathering
Methods – instruments◦ Interviews-Questionnaires-surveys◦ Observations - Audio/video tapes◦ Journals-diaries-logs
When to begin◦D A- systematic and begins as
soon as data is available.
Data Collection&Data Collection&AnalysisAnalysis
Definition It is the process of systematically
arranging your methods to increase your understanding of them and allows you to present what you have learn or discovered.
Disassembling & Reassembling- to separate something into its different
parts- to make something again by joining its
separate parts together
Features of Qualitative data analysis
•Analysis is circular and non-linear
•Iterative and progressive
•Close interaction with the data
•Data collection and analysis is simultaneous
•Level of analysis varies
•Can be sorted in many ways
•Qualitative data by itself has meaning, i.e. “apple”
31
STAGES FOR DATA ANALYSIS
FOUR FOUR
ELEMENTSELEMENTSThat are the phenomena found in the data Each line, sentence, or paragraph is read in search of the answer
Grounded Theory
Grounded Theory Is the constant Analysis of the Data.
Consist of 4 stages• Compare incidents (tentive catg)
• Comparing Changes (integrating)
• DelImitation of the theory (reducing similar)
• Forming Systematic substative theory (reasonable
accurate statement
Triangulation
The basic idea of the grounded theory approach is to read (and re-read) the data and "discover" or label codes and their interrelationships
Meaning :
To include multiple sources of information.
The act of bringing more than one source to a bear point
TYPES OF
TRIANGULATION (DENZIN 1978)
•Data •Investigator •Methodology• In time and location•TheoreticalSupport Existent
TriangulatinTriangulating your Datag your Data
The Data
Disassembling and Reassembling
OrDesintegrating and
reintegrating
“ “making making familiar appear familiar appear
strange”strange”
WHITE= LOGSWHITE= LOGSYELLOW = YELLOW = INTERVIEWSINTERVIEWSBLUE = VIDEOBLUE = VIDEOTEACHERS’ LOGSTEACHERS’ LOGS
CLARIFICATION OF CONCEPTS AND FAMILIARIZATION WITH THE METALANGUAGE
Enrike Q5=Did the sessions provide you with tools to solve challenges in the classroom?
A=Uhm yes, I might say yes, because when I was in the calss I tried to apply some of that knowledge acquiered at the workshops and yeah I saw the changes in my teaching abilities. they are very much applicable to my practice and I think they are very rewarding for me as apersonal I have got a lot of knowledge in those workshops.
Diego=The assessment and evaluation and according to the type of group, the group profile we can custimaze it , according to the type of students so you really made me like think about it and improve some little problems I had and know the difference between assessment and evaluation.
Migule A= it offeres the possibility to learn about theory but also to exchange with other teacher experience and anectode and everything that help us about teaching butalso about have to a good professional in different ways.
Awareness/
growth
Collaborative learning
Applicability
Academic/ familiarizi
ng
CODING AND CATEGORIES in the diagnostic stageCODING AND CATEGORIES in the diagnostic stage
CODING CATEGORIES Lack of listening SKILLS
Oral production reading & writing SKILLS
Ss attendance ATTITUDE
Relationship ATTITUDE
Improve my teaching STRATEGIES
Learning strategies & writing STRATEGIES
Mistakes GRAMMAR
Lack of grammar GRAMMAR
verb agreement GRAMMAR
Use of the language COMPETENCES
Use of the language COMPETENCES
Categories and codes for the implementation stage sub categories
Teachers’ perceptions about how students view of English class
ss feelings with each other and the teacher Rapport
lack of motivation Negative Reaction about the language
ss negative reactions to the language
lack of commitment led to bad performance commitment
ss' commitment caused good results
Teachers' desire for improvement
teachers' desire for self-improvement improvement
teachers' desire to improve their classes
reflect on becoming updated Reflect
Teachers reflecting about ss' needs
reflect on ss' profile
teachers' development of autonomy in ss development
Teachers 'strategies to improve ss weaknesses strategies
Teachers' perspectives about course orientations
teachers focused on specific skill (s) Skills
teacher had communicative focus communication
teachers' perspectives about the course
Teachers´ objectives do not match course objectives
Categories and codes Sub-categories
Teachers’ perceptions about how students view of English class
ss feelings with each other and the teacher Rapport
lack of motivation Negative Reaction about the language
ss negative reactions to the languagelack of commitment led to bad
performance Commitment
ss' commitment caused good results
Teachers' desire for improvementteachers' desire for self-improvement Improvement
teachers' desire to improve their classesreflect on becoming updated Reflect
Teachers reflecting about ss' needsreflect on ss' profile
teachers' development of autonomy in ss DevelopmentTeachers 'strategies to improve ss
weaknesses Strategies
Teachers' perspectives about course orientations
teachers focused on specific skill (s) Skillsteacher had communicative focus communication
teachers' perspectives about the courseTeachers´ objectives do not match course
objectives
INTERPRETATIONGRAMMAR It refers to the order of the words within a sentence. Teachers mentioned that students needed to improve in accuracy SAMPLEK EQ2Students had some mistakes during the activities in written exercisesC EQ3Ss present problems when working with Passive/clauses/P. perfectC EQ2They had terrible bases. No grammar, nothing INTERTREPATIONThe data suggest that teachers are still focusing on grammar and the importance of accuracy when teaching or using a skill. Teachers never mentioned that due to the fact that learners showed problems with grammar that they were not able to convey feeling or thoughts. However, this comes to show us that teachers are still not aware that the Institution implements the communicative approach.
INTERPRETATIONSKILL This term refers to the four element used in a language such as listening, speaking , Reading and writing. (Subcategory of competence). SAMPLE J EQ2The listening skill is difficult to obtain M EQ2We didn't have time to practice listening because it is time consuming and it demands a lot of effort for ss and teacher INTERPRETATIONThese teachers mentioned that listening was one of the most difficult skills to help learners improve. Besides, teachers seem to find it challenging to integrate the skills. In this case we can detect that teachers have lack of creativity or do not know or have the appropriate tools to design these type of activities.
On the other hand, teachers tend to separate the skills according to the aim of the class instead of designing an activity in which they can integrate the four language skills for one lesson.
InterpretationInterpretation
Attitude: Ss motivation to attend and participate in English class is very low
SAMPLE J EQ2: Ss usually arrive late to class they really do not care
about it CB IQ1: Sss have expressed that they are there because they
need to graduate CO IQ1: Ss are only interested in the grade they don’t want to
learn
INTERPRETATIONThe sample above show the lac of interest and commitment
from learners to talk part of the class, perhaps this can be due to teachers lack of control of the class or their lack of sufficient knowledge to develop class that activate or engage or foster learners interest
Some ReferencesSome Referenceswww.groundedtheory.comhttp://gtm.vlsm.org/Aguide to research for Educators and Trainers of Adults. Merriam & Simpson (1995)
Forming an Inquiry from questions to Planning the Project. Potillo (2000)
25
Data analysis
•Identify recurrent themes•Notice patterns in the data•Identify respondent clusters- Search for causality- Identify related themes
•Build sequence of events•Search data to answer research questions•Develop hypothesis
38
Interpretation
•Interpretation is the act of identifying and explaining the core meaning of the data•Organizing and connecting emerging themes, sub-themes and contradictions to get the bigger picture-what it all means. Think how best to integrate data from multiple sources and methods
•Make generalization-providing answers to questions of social and theoretical significance.•Ensuring credible or trustworthy interpretations.
62