QUALITATIVE DATA
 Qualitative data are forms of information
  gathered in a nonnumeric form. Common
  examples of such data are:
 Interview transcript
 Field notes
 Video & Audio recordings
 Images
 Documents (reports, meeting minutes, e-
  mails)
WHAT IS QUALITATIVE DATA
ANALYSIS?(QDA)

 Is the range of processes and procedures
 whereby we move from the qualitative data
 that have been collected into some form of;
 Explanation, understanding, interpretation
 of the people and situations we are
 investigating.
 QDA is usually based on an interpretative
  philosophy.
 To examine the meaningful and symbolic
  content of qualitative data.
 For example,
    by analyzing interview data the
     researcher may be attempting to identify
     any or all of;
 Someone's interpretation of the world,
 Why they have that point of view,
 How they came to that view,
 What they have been doing,
 How they conveyed their view of their
  situation,
 How they identify or classify themselves
  and others in what they say,
 QDA usually involves two things,
 Writing and the identification of themes.
 Writing of some kind is found in almost all
  forms of QDA.
 In contrast, some approaches, such as
  discourse analysis or conversation
  analysis may not require the identification
  of themes.
Types of Data
 This is the process of interpreting data collected
 during the course of qualitative research.
 Analysis of the data depends on its
  type;
 Analysis of Visual data & analysis of
  Narrative data
Analysis of a Set of Photographs
 A set of photographs could be analyzed;
 What is the setting of the photograph?
 What is the likely time of year and day?
 What is the subject of the photograph?
 Does it include people, animals, buildings
  and/or scenery?
 What is the main activity of the photograph?
 Does there seem to be a theme to a set of
  photographs?
Analysis of Textual Data
 To understand society you have to gain
 access to the way people attribute
 meaning to what goes on around them,
and find out how they react to action or lack
of action
   events and/or nothing happening,
   people or the absence of people
 One way of gaining access to people’s
  understanding is to capture their talk.
 Mean their spoken words turned into
  text, or it may mean their words that were
  written down by them for themselves,
 e.g. diaries
 or for others to read e.g. letters
 Analysis of qualitative data begins before it
  is collected;
 1. By framing and posing a research
  question or problem;
 2. Being aware of the theoretical positions
  available on the topic,
 Researchers' are 'pre-figuring the field' i.e.
  anticipating what they may find?
Prefiguring the field &
 Rigor
 Pre-figuring the field runs the risk of
 researchers only finding out what they want to
 find by only looking for a specific
 phenomena, or by being blind to other issues
 that arise.

 Rigor - the checks and balances built into
 qualitative research to make sure it is
 believable, trustworthy and credible.
Reflexivity
Forewarned is forearmed. By being aware of
the pitfalls of pre-figuring the field, researchers
can maintain an openness to the situation they
are investigating. They can be attentive to
issues that are not expected or do not conform
to existing accounts or theories of society. This
idea of being aware of your own values, ideas
and pre-judgements as a researcher is known
as reflexivity.
Iteration
 Iteration means moving back and forth. In
  qualitative research it is difficult to cleanly
  separate out data collection or generation from
  data analysis because there is movement back
  and forth between generation and analysis.
 Researchers usually generate data at a point
  in time and also write analytical notes to
  themselves about that data. These notes are
  then processed into memos or guiding notes to
  inform the next bout of data collection. And so
  leads the merry dance.
Analytical Memos
The sorts of things included are –
 The identification of patterns;
 Working out the limitations, exceptions and
  variations present in whatever is being
  investigated;
 Generating tentative explanations for the
  patterns and seeing if they are present or
  absent in other settings or situations;
 Working explanations into a theoretical model;
 Confirming or modifying the theoretical model;
 What makes qualitative data analysis
  dynamic, exciting and intellectually
  challenging is the iteration between
  generation and analysis and within the
  different types of analytical work.
 It is very rare for qualitative data to be
  collected all in one go, then processed and
  analyzed. If this happened we might criticize
  the project for not being true to the context
  in which it was generalized, which would
  make it a weak piece of work.
Triangulation of Analysis
 One way of producing believable, credible and
  trustworthy work is to use triangulation.
 In qualitative analysis means more than one
  perspective on a situation e.g. students or service
  users, their families and friends, and service
  providers.
Fluency
 To analyze texts for their meaning, researchers
  have to be fluent in the language which the
  research participants use.
 Not just the formal language, but also the
  colloquialisms used in every day talk. Listen
  carefully next time you are in a public place to
  the richness of everyday language that bears
  little resemblance to standard English - check
  with a friend their interpretation of phrase or word
  against your own.
 An inability to understand what is said will restrict
  researchers' abilities to gain an understanding of
  participants' motives, meanings and behaviors.
Capturing Talk
 The act of capturing talk may shape what
  is said and in turn influence how it is
  analyzed.
 Using tape recorders to capture talk means
  that researchers' may attend to the
  interviewee without having to focus on
  writing down their talk verbatim.
  However, the recording will have to be
  clear to allow an accurate transcription so
  attention to equipment and environment
  will have a direct affect on the quality of the
  analysis.
Processing Texts and
 Archiving
 The most common way of processing texts is to
  transcribe taped talk into word processed
  documents. These may then be read and re-read
  to identify meaning, patterns and models.
 Analytical notes and memos will be made, and all
  of these need to stored carefully -
  1. to protect the integrity of the original document,
  2. to allow the various components of the current
  analysis to be identified,
  3. to locate the source of the comments made.
 Use the key questions for analysis to consider the following three
  photographs, writing down your thoughts about each.
 Photo 1

 Suggested Interpretation
  This is a busy scene showing lots of young adults (university students)
  socialising outside a building. The majority are seated, having
  conversations with friends. There are many holding alcoholic
  drinks, possibly lager or beer. There is a building in the
  background, with a large amount of glass frontage and a couple of tree
  trunks in the foreground. The sun is shining and some of the students
  are wearing caps. The majority are wearing short sleeved tops, though
  have trousers on. The photograph might have been taken in the late
  spring, or early/late summer. It is suggestive of the campus being a
  lively centre, with the provision of facilities that support student
  recreation.
Thank you


Ans. Ques.

Data analysis

  • 1.
    QUALITATIVE DATA  Qualitativedata are forms of information gathered in a nonnumeric form. Common examples of such data are:  Interview transcript  Field notes  Video & Audio recordings  Images  Documents (reports, meeting minutes, e- mails)
  • 2.
    WHAT IS QUALITATIVEDATA ANALYSIS?(QDA)  Is the range of processes and procedures whereby we move from the qualitative data that have been collected into some form of;  Explanation, understanding, interpretation of the people and situations we are investigating.
  • 3.
     QDA isusually based on an interpretative philosophy.  To examine the meaningful and symbolic content of qualitative data.  For example,  by analyzing interview data the researcher may be attempting to identify any or all of;  Someone's interpretation of the world,  Why they have that point of view,
  • 4.
     How theycame to that view,  What they have been doing,  How they conveyed their view of their situation,  How they identify or classify themselves and others in what they say,
  • 5.
     QDA usuallyinvolves two things,  Writing and the identification of themes.  Writing of some kind is found in almost all forms of QDA.  In contrast, some approaches, such as discourse analysis or conversation analysis may not require the identification of themes.
  • 6.
    Types of Data This is the process of interpreting data collected during the course of qualitative research.  Analysis of the data depends on its type;  Analysis of Visual data & analysis of Narrative data
  • 8.
    Analysis of aSet of Photographs  A set of photographs could be analyzed;  What is the setting of the photograph?  What is the likely time of year and day?  What is the subject of the photograph?  Does it include people, animals, buildings and/or scenery?  What is the main activity of the photograph?  Does there seem to be a theme to a set of photographs?
  • 9.
    Analysis of TextualData  To understand society you have to gain access to the way people attribute meaning to what goes on around them, and find out how they react to action or lack of action  events and/or nothing happening,  people or the absence of people
  • 10.
     One wayof gaining access to people’s understanding is to capture their talk.  Mean their spoken words turned into text, or it may mean their words that were written down by them for themselves,  e.g. diaries  or for others to read e.g. letters
  • 11.
     Analysis ofqualitative data begins before it is collected;  1. By framing and posing a research question or problem;  2. Being aware of the theoretical positions available on the topic,  Researchers' are 'pre-figuring the field' i.e. anticipating what they may find?
  • 12.
    Prefiguring the field& Rigor  Pre-figuring the field runs the risk of researchers only finding out what they want to find by only looking for a specific phenomena, or by being blind to other issues that arise.  Rigor - the checks and balances built into qualitative research to make sure it is believable, trustworthy and credible.
  • 13.
    Reflexivity Forewarned is forearmed.By being aware of the pitfalls of pre-figuring the field, researchers can maintain an openness to the situation they are investigating. They can be attentive to issues that are not expected or do not conform to existing accounts or theories of society. This idea of being aware of your own values, ideas and pre-judgements as a researcher is known as reflexivity.
  • 14.
    Iteration  Iteration meansmoving back and forth. In qualitative research it is difficult to cleanly separate out data collection or generation from data analysis because there is movement back and forth between generation and analysis.  Researchers usually generate data at a point in time and also write analytical notes to themselves about that data. These notes are then processed into memos or guiding notes to inform the next bout of data collection. And so leads the merry dance.
  • 15.
    Analytical Memos The sortsof things included are –  The identification of patterns;  Working out the limitations, exceptions and variations present in whatever is being investigated;  Generating tentative explanations for the patterns and seeing if they are present or absent in other settings or situations;  Working explanations into a theoretical model;  Confirming or modifying the theoretical model;
  • 16.
     What makesqualitative data analysis dynamic, exciting and intellectually challenging is the iteration between generation and analysis and within the different types of analytical work.  It is very rare for qualitative data to be collected all in one go, then processed and analyzed. If this happened we might criticize the project for not being true to the context in which it was generalized, which would make it a weak piece of work.
  • 17.
    Triangulation of Analysis One way of producing believable, credible and trustworthy work is to use triangulation.  In qualitative analysis means more than one perspective on a situation e.g. students or service users, their families and friends, and service providers.
  • 18.
    Fluency  To analyzetexts for their meaning, researchers have to be fluent in the language which the research participants use.  Not just the formal language, but also the colloquialisms used in every day talk. Listen carefully next time you are in a public place to the richness of everyday language that bears little resemblance to standard English - check with a friend their interpretation of phrase or word against your own.  An inability to understand what is said will restrict researchers' abilities to gain an understanding of participants' motives, meanings and behaviors.
  • 19.
    Capturing Talk  Theact of capturing talk may shape what is said and in turn influence how it is analyzed.  Using tape recorders to capture talk means that researchers' may attend to the interviewee without having to focus on writing down their talk verbatim. However, the recording will have to be clear to allow an accurate transcription so attention to equipment and environment will have a direct affect on the quality of the analysis.
  • 20.
    Processing Texts and Archiving  The most common way of processing texts is to transcribe taped talk into word processed documents. These may then be read and re-read to identify meaning, patterns and models.  Analytical notes and memos will be made, and all of these need to stored carefully - 1. to protect the integrity of the original document, 2. to allow the various components of the current analysis to be identified, 3. to locate the source of the comments made.
  • 21.
     Use thekey questions for analysis to consider the following three photographs, writing down your thoughts about each.  Photo 1  Suggested Interpretation This is a busy scene showing lots of young adults (university students) socialising outside a building. The majority are seated, having conversations with friends. There are many holding alcoholic drinks, possibly lager or beer. There is a building in the background, with a large amount of glass frontage and a couple of tree trunks in the foreground. The sun is shining and some of the students are wearing caps. The majority are wearing short sleeved tops, though have trousers on. The photograph might have been taken in the late spring, or early/late summer. It is suggestive of the campus being a lively centre, with the provision of facilities that support student recreation.
  • 25.