40 they can: 1 remind of the  location and what was happening  in the  location; 2
capture a specific teaching moment; 3 track sequence of events or behaviors; 4 record  non-verbal  aspects  such  as  physical  expressions  and  body  positions;  5
capture facial expression that might reflect aspects of people’s attitudes, thinking, and ideas; 6 identify who places themselves where in the classroom.
F. Data Collection Techniques
The  data  were  collected  in  all  of  the  stages  in  the  research.  First,  in  the beginning of the planning stage, the researcher collected
students’ writing scores through  pre-test to see the general level of students writing skill. The researcher
was able to collaborate with the English teacher to assess students’ writing ability. The  researcher  also  collected  the  data  in  the  form  of  field  notes  and  interview
transcripts after observing the teaching and learning process and interviewing the students and the teacher.
Second, in action and observation stage the researcher collected the data in the form of field notes and interview transcript again. By using observation guide
the  collaborator  observe  the  action  carried  by  the  researcher.  Then,  after  the implementation  of  the  action,  the  researcher  interviewed  the  teacher  and  the
students to get the description about the students’ responses and  behaviors, and another  research  team  member’s  responses  about  the  implementation  of  the
action. The photographic data, especially collected in the action stage, was used to record the  process  in  the  implementation  of  the  action  in  the  classroom  such  as,
the students’ activities and involvement in the teaching and learning process.
41 The last data were obtained from the students’ post-test to see the gap or
the difference of the students’ writing scores between the pre-test and the post- test.  After  collecting  all  of  the  data,  the  researcher  analyzed  the  data  to  find  the
result of the actions and makes the conclusion of the research.
G. Data Analysis Techniques
There  were  two  kinds  of  data  used  in  this  research.  The  first  one  was qualitative data in the  form of  field notes, interview transcripts and photographs.
The second one was quantitative data in the  form of  students’ writing score. In analyzing  qualitative  data,  the  researcher  used  three  steps  of  qualitative  data
analyzing  proposed  by  Miles  and  Huberman  1994.  Those  steps  are:  data reduction, data display and drawing and verifying conclusion.
After the researcher collected the data through classroom observations and interviews,  those  data  were  selected,  processed  and  transformed  into  field  notes
and  interview  transcripts.  In  the  data  display  step,  the  data  were  presented  and reported  based  on  the  requirement.  Finally  the  researcher  and  the  collaborator
analyzed the data and discussed to get conclusion. The  quantitative  data  was  gained  from  students’  writing  performance
before and after the action. Students’ writing performance were transformed into score  based  on  scoring  rubric  of  writing  proposed  by  Jacobs  et  al.  in  Weigle
2002: 116. Then, the result of students’ pre-test and post-tests was analyzed by using  Microsoft Excel program to find the  mean  score and compare the score  in
each test.
42
H. Validity and Reliability
All  of  the  data  used  in  this  research  had  to  be  valid  and  reliable.  The validity  of  the  data  gained  by  the  researcher  by  fulfilling  five  validity  criteria
suggested by Anderson et al. 1994 in Burns 1999: 161-162. Those are follows:
1. Democratic validity
This  criterion  relates  to  the  extent  to  which  the  research  is  truly collaborative  and  allows  for  the  involvement  of  multiple  voices.  The  researcher
gained  this  criterion  by  allowing  another  research  member  to  give  their suggestions and comments in this research.
2. Outcome validity
This criterion relates to the notion of actions leading to outcomes that are „successful’ within the research context. The researcher gained this criterion  by
involving  another  research  member  to  give  some  suggestions  about  the implementation  of  the  use  of  picture  series  in  writing  teaching  and  learning
process.
3. Process validity
This criterion raises questions about the „dependability’ and „competency’ of the research. The researcher gained this criterion by following four steps stated
by Kemmis and McTaggart 1988 in conducting action research. Those steps are planning, action, observation, and reflection.
4. Catalytic validity
This criterion relates to the extent to which the research allows participants to deepen their understanding of the  social realities of the context and  how they
43 can make changes within it. The researcher gained this criterion by giving chance
to the another research team member to deepen their understanding on the use of picture  series  in  writing  teaching  and  learning  process  through  monitoring  the
res earcher’s action and discussion.
5. Dialogic validity
This criterion connects the processes of peer review that is commonly used in academic research. The researcher gained this criterion by doing dialogues and
interviews  with  the  English  teacher  and  the  students  to  evaluate  the  previous actions and determine the next actions.
To  avoid  subjectivity  and  get  trustworthiness  the  researcher  used Triangulation suggested by Denzin 1978 in Burns 1999. Triangulation is used
to  get  multiple  perspective  of  the  situation  being  studied.  In  this  research  the researcher  used  two  kinds  of  triangulation.  The  first  one  was  time  triangulation
where the data collection was done at different points at time. In this research the data were collected at the beginning, middle and the end of the action. The second
one  was  researcher  triangulation  which  the  data  were  collected  by  another research team member. The result of the data from the teacher and students were
compared with the researcher own data to avoid the subjectivity in this research.
I. Procedure of the Research
The  researcher  applied  action  research  procedures  suggested  by  Kemmis and  McTaggart  1988  in  Burns  2010:  8  which  has  four  important  stages:
planning, action, observation, and reflection. Their concept can be seen in Figure 4.