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Research  Refresher  
   to  graduate  successfully   
                      
            September  6,    2011  




            C.A.W.  Bal  
HZ  University  of  Applied  Sciences  
  Vlissingen,  The  Netherlands  
There  are  many  books  on  research  




      Luckily,  they  all  tell  the  same  story.    
                                 
                                C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Become  a  competent  researcher  !  
                                                    Research  competency:  
        Phase  1:  Planning  and  preparing  your  research  
        product:  research  proposal  (background  +  theory)  
        Phase  2:  Executing  your  research  
        product:  work  on  site  (practical  component)  
        Phase  3:  Finalising  the  research  
        product:  report  (shared  knowledge)  
                       attitude  
        product:  success                                         
                                                           C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
What  is  research?  
Finding  answers  to                                                                          questions  
                      (complex/scientific)  
In  a  structured  manner:  
                                Sharing/                                Question/  
                                                                        hypothesis  
                                 using  

         Answer                                                                                Orientation  
                                      Research  phases:  
                                      Two-­‐way   Cycle  

            Analysis  
                                                                                           Approach/  
                                                                                            Strategy  
                                              Gathering  
                                                data  



                                                         C.A.W.  Bal,  Hogeschool  Zeeland               7-­‐9-­‐2011  
What  is  research?  
Finding  answers  to                                                                          questions  
                      (complex/scientific)  
In  a  structured  manner:  
  Report                        Sharing/                                Question/  
                                                                        hypothesis  
                                 using  

   Answer                                                                                      Orientation  
                                      Research  phases:  
                                      Two-­‐way   Cycle  

      Analysis  
                                                                                           Approach/  
                                                                                            Strategy  
                                              Gathering  
                                                data  

     Practical component                                                 Research Proposal
                                                         C.A.W.  Bal,  Hogeschool  Zeeland               7-­‐9-­‐2011  
Phase  1:  Planning  and  preparation  
     1.1  Sketch  of  problem,  research  question(s),  goal  
       
     1.2  Literature  and  expert  review  
       
     1.3  Research  design  (using                            )  
                                          Bricks  

       
  
                                 1.4  Research  proposal  



                                                     C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Brick  

              1.1    Research  Question  

     Ends  with     
     Not  too  simple,  not  too  complex  
     Sum  of  subquestions  answer  the  main  question    
     Define  the  scope  and  the  concepts  
     Link  to  theory  and  professional  practice  
                             SMART
  
     Specific    Measurable    Attainable    Relevant    Timed  
       
                                      C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Brick  

               1.1  Research  Question  

     Is  this  question  OK?:  
       
              can  firm  A  improve  business  results                        
  
     How  about  this  one?:  
       
        What  are  firm   legal,  technical  and  marketing  
     requirements  for  successful  introduction  of  product  Y  
                                 
       
                                      C.A.W.  Bal,  Hogeschool  Zeeland          7-­‐9-­‐2011  
Brick  

              1.2  Literature  review  

   Search  strategy  (diversity  of  sources,  keep  a  log)  
   Search  terms  (synonyms,  language,  combinations,  theory   
   Use  databases  (e.g.  from  the  Mediatheek)  
   Check  references  for  further  leads  
     
   Mind  the  quality  (recent,  trustworthy)  
   Be  critical  (arguments  in  favor,  arguments  against)  
   Write  summaries,  and  integrate  findings  in  a  chapter  
              Revise  research  question  if  needed  
                                    C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
1.3  Research  design  

         Research  strategy  
         Sample  choice  (size,  representative)  
         Operationalisation                             satisfaction   
         Measurement  instrument  
         Data  analysis  method  
           
           
              It  is  the  key  to  finding  a  proper  answer  

                                             C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
1.3  Research  design  

 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  

Approach/                       Grounded                                                       Action  
                Experiment                            Survey                Case  study  
 Strategy                        theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                           Experiment  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                           Experiment  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                         Grounded  theory  
                      Does  this  look  like  an  effective  teaching  method?  
 Sharing/  
  using  
                      Could  you  derive  a  theory?   Publication  

                                  Coldren,  J.,  &  Hively,  J.,  (2009).  Interpersonal  Teaching  Style  and    
                                                           Answer/  
  Answer  
                                                          discussion  
                                 Student  Impression  Formation.  College  Teaching;  Spring2009,    
                                 57  [2],  pp.  93-­‐98  
                4                           Quantitative   Qualitative  
 Analysis  
                                               analysis             analysis  

Gathering                                     Question-­‐                                   Secundary  
                            Observation                                 Interview  
  data                                          naire                                          data  
                                      Grounded                                                         Action  
Approach        Experiment                                    Survey                Case  study  
                                       theory                                                         Research  

Question  +                                                             Literature  
                                               Question  
orientation                                                               review  


                                                      C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                    Grounded  theory  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                                  Survey  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                                  Survey  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                               Case  study  
 Sharing/  
                                                 Publication  
  using  

                                           Answer/  
  Answer  
                                          discussion  
                       Emerging  Energy  Research,  (2008).  Global  Wind  Turbine    
                       Markets  and  Strategies,  2008 2020  (New  market  study).    
                                Quantitative   Qualitative  
 Analysis              [On-­‐line,  Hyperlink  to  pdf  ]    (price   3350).  
                       4           analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                        Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                               Case  study  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                        Action  research  
 Sharing/       Hall,  D.T.,  Otazo,  K.L.,  &  Hollenbeck,  G.P.  (1999).  
                                                      Publication  
                Behind  Closed  Doors:  What  Really  Happens  in  
  using  
                Executive  Coaching.  Organizational  Dynamics,  
                27  [3],  pp.  39-­‐54           Answer/  
  Answer  
                                                discussion  
                                 Quantitative           Qualitative  
 Analysis  
                                   analysis              analysis  

Gathering                                    Question-­‐                                  Secundary  
                         Observation                                  Interview  
  data                                         naire                                         data  
                                    Grounded                                                         Action  
Approach        Experiment                                  Survey                Case  study  
                                     theory                                                         Research  

Question  +                                                           Literature  
                                              Question  
orientation                                                             review  


                                                    C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
Brick  

                      Action  research  
 Sharing/  
                                                 Publication  
  using  

                                         Answer/  
  Answer  
                                        discussion  
                               Quantitative       Qualitative  
 Analysis  
                                 analysis          analysis  

Gathering                               Question-­‐                                 Secundary  
                      Observation                               Interview  
  data                                    naire                                        data  
                                Grounded                                                       Action  
Approach        Experiment                            Survey                Case  study  
                                 theory                                                       Research  

Question  +                                                     Literature  
                                         Question  
orientation                                                       review  


                                              C.A.W.  Bal,  Hogeschool  Zeeland             7-­‐9-­‐2011  
1.4  Research  proposal  

This  is  the  document  that  convinces    
yourself  and  outside  parties  (host  company,  tutors)    
that  your  research  is  worthwhile,  well  prepared,    
and  organized  in  such  a  way  that  you  will  find  an  answer/result  
  
  
Now  they  will  invest  in  you!  
                                                       
  
  
(NB:  Count  on  needing  four  weeks,  after  approval  and  start  of  the      
                  graduation  assignment,  for  finalizing  your  research  proposal)  
                                                     C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
1.4  Research  proposal  

It  consists  of  several  paragraphs  (usually  3  to  5  pages):    
    Introduction  (sketch  of  the  problem  or  task)  
    Research  question                                      Use  a  solid  
    Theoretical  framework                                  set  of  
    Practical  relevance                                    references!  
         Research  design  +  instrument  
         Project  planning  and  scope  
                                  
                                Write  what  you  plan  to  do,  and  why  
                                                  C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Project  planning  
Do  this  upfront  (in  your  research  proposal)  
Arrange  budget  and  access  
Timing  usually  runs  out:  
   Theory/literature  
   Setting  up  interventions/equipment  
                                                    Allow    
   Interviews  (travel,  preparation)           some  slack!  
   Questionnaire  (participants,  data)  
Leave  time  for  analysis  
  
                                C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Project  planning  
Do  this  upfront  (in  your  research  proposal)  
Arrange  budget  and  access  
Timing  usually  runs  out:  
   Theory/literature  
   Setting  up  interventions/equipment  
                                                    Allow    
   Interviews  (travel,  preparation)           some  slack!  
   Questionnaire  (participants,  data)  
Leave  time  for  analysis  
  
                                C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Phase  2:  Executing  your  research  
2.1  Gathering  the  data  
  
2.2  Processing  the  data  for  interpretation  
  
2.3  Monitor  progress  and  quality  




                                  C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
2.1  Gathering  the  data  

         Think  about  access  to  your  data  
         Apply  the  rules  for  proper  research:  
             Objectivity  
                     Validity  
                                 Ethics  
                                           Reliability  -­‐  Repeatability  
                                                     Transparency  
            NB:  Violation  disqualifies  research  findings  

                                                 C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Increase  our  road  capacity   

How  do  you  apply  these  rules:  
  
   Objectivity:  Measuring  cars  or  opinions?  
   Validity:  Can  we  use  existing  simulation  models?  
   Ethics:  Tell  the  truth  or  the  desired  outcome?  
   Reliability:  Who  to  trust  on  knowledge?  
   Repeatability:  Will  we  find  the  same  next  time?  
   Transparency:  Is  it  100%  clear  what  we  did?  

                                  C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Brick  

                    Observation  
Take  notes  
Sample  choice  is  important  
Be  systematic,  use  a  coding  scheme  
You  only  see  what            looking  for  
Do  not  interpret,  report  facts  




                                   C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Brick  

                                               Questionnaire  
    Frequently  used  
    Think  research  through,  and  pilot  test                                                       very                            very    
                                                                                                       bad                            good  
    Do  not  ask:                                         you                                           1        2         3            4
                                                                                                      never                  always  
   But  ask:                                     often  do  you                                         1     2            3    4

                                               you  drink  and                                          1        2         3            4

                                               you  indicate  direction                                 1        2         3            4

   Such   Likert  scale                                      higher  reliability  and  validity    
    Know  the  limitations  of  your  sample  (non-­‐respons)  

                                                                C.A.W.  Bal,  Hogeschool  Zeeland                    7-­‐9-­‐2011  
Brick  

                             Interview  
Prepare  (background  of  interviewee,  subject  knowledge,  
professional  appearance)  
Access  (person,  location,  time)  
Topic  list    
Timing  
Make  a  transcript  
Listen  well,  use  follow-­‐up  questions  
Summarize  the  answers  (as  a  check)  
Ask  for  further  contacts,  ideas,  suggestions  
                                    C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Checking  numbers  and  statistics  
Things  you  could  read  somewhere:  
     One  windmill  is  enough  to  power  300  households  
     (But  what  size,  for  how  long,  where  on  the  planet,  etc)  
     5%  population  growth  means  doubling  in  20  years  
     (well,  not  quite,  how  about  doubling  every  14  years)  
     70%  of  the  internet  respondents  have  experienced  crime  
     (who  are  they,  which  crime,  when,  is  this  not  a  bit  high)  
     In  the  crisis  every  investor  has  lost  50%  of  his/her  wealth  
     (on  average,  exactly  50%,  investor  in  what,  what  is  wealth)  
  
  
                                            C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Checking  numbers  and  statistics  
Things  you  could  read  somewhere:  
   One  windmill  is  enough  to  power  300  households  
   (But  what  size,  for  how  long,  where  on  the  planet,  etc)  
   5%  population  growth  means  doubling  in  20  years  
   (well,  not  quite,  how  about  doubling  every  14  years)  
   70%  of  the  internet  respondents  have  experienced  crime  
   (who  are  they,  which  crime,  when,  is  this  not  a  bit  high)  
   In  the  crisis  every  investor  has  lost  50%  of  his/her  wealth  
   (on  average,  exactly  50%,  investor  in  what,  what  is  wealth)  
These  may  be  calculation  or  (more  likely)  copying  accidents,    
but  could  also  deliberately  be  put  there  to  mislead!  
                                           C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
2.2  Processing  the  data  

                                          (into  numbers  or  categories)  
    Indicate  relationships    
    (between  variables  or  categories)  
    Show  overview  and  structure  through:  
    key  numbers,  graphs,  tables,  schemes  
    (make  them  self-­‐explanatory)  
    Use  of  Excel  

                      Clear  and  logical  


                                                   C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
2.3  Monitor  progress  and  quality  

Stay  on  track  
Adhere  to  your  planning  
Be  pragmatic,  keep  moving  
the  project  ahead  
  
  
Intervene/change  if  necessary  
Things  do  not  always  go  as  you  plan  them!  
Keep  a  record  of  changes  and  their  justification  



                                       C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Phase  3:  Finalizing  the  research  
           3.1  Interpret  your  data  
             
           3.2  Report  your  research  (process  and  results)  
             


        




                                               C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
3.1  Interpret  your  data  

           Interpret  in  light  of  your  research  question  
           Formulate  conclusions  and  recommendations  
           Compare  with  other  research  
           Report  new  applications  and  insights  
           Propose  further  research    
  
                        Analytical  thinking,    Logic  and  coherency,  
                        Structured  writing,   Creativity,   Hard  work,  
                        Concentration              
                                             C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Brick  

                  Quantitative  analysis  
        The  fun  part:    
        Reporting  numbers  in  colourful  graphs  and  tables.    
        Such  descriptive  statistics  are  often  useful  
        More  advanced:  cross-­‐tables,  correlation  and  regression            
        The  tricky  part:    
        What  can  you  conclude  from  your  sampled  data.    
        Need  inferential  statistics  (confidence  levels,  accuracy)  

         Get  good  advice  upfront:  course,  book,  or  prof.  
              Software  is  great,  if  you  understand  what  it  does    
  
                                             C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
  
Brick  

                 Qualitative  analysis  
   Coding  and  structuring  (search  for  relationships  between  
   concepts,  explain  categories  in  words,  link  to  theory)  
   Present  text  fragments  (quotes)    
   Use  schematical  representations  (diagram  or  table)  
   Use  word  processor  (or  qualitative  analysis  software  such  as  
   Kwalitan,  Kodani)  
     
        Motivate  your  choices,  apply  strict  logic,  demonstrate    
        the  arguments  that  lead  to  your  conclusions  

                                         C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
 attitude  
Before  moving  to  writing  your  report,  first  a  few  words  
about  the  fourth  part  of  the  research  competency:      
                                your  attitude  as  a  researcher  
  
Adapt  behavior  to  research  norms,  professional  ethics,  
and  professional  responsability  
          Neutrality,     Preciseness  
          Critical  mindset,     High  standards,    
          Curiosity,     Perseverance,   Respect  

                                   C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Neutrality?  




         C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
High  standards  and  critical  mindset  

        Do  not  believe,  until  convinced  
        One  source  is  not  enough  
        Do  not  use,  unless  understand  
        Check,  check  and  double  check  
        Always  consider  alternatives  
        Try  to  prove  yourself  wrong  

                             responsible  !  
           
                                                    C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Creativity  and  hard  work  




   Creativity  is  a  source  of  ideas  and  solutions,  but  takes  
  an  investment  to  reap  the  benefits  
                                      C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Brick  

            3.2  Report  your  research  

Start  from  day  one    
Make  and  discuss  TOC  (Table  Of  Contents)  early  
Structure:  Introduction/background,  Method,  Results,  
Discussion/conclusions/implications  
Answer  the  research  question!  
Clear  and  logical,  Argued  choices  
References  
Research  should  be  reproducible  based  on  report  
Target  audience,  use  of  appropriate  language  
                                   C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
Brick  

                 3.2  Report  your  research  

Only  as  good  as  your  score  on  attitudes  and  skills:  
.  



Neutrality      Take  some  distance  every  now  and  then  

Preciseness      Only  write  what  is  needed  (no  frills,  appendix)    

Critical  mindset      If  something  appears  simple,  check  for  errors  

High  standards      Be  extremely  strict  on  yourself  in  every  phase  

Curiosity      Your  thesis  is  a  consequence,  not  a  goal  

Perseverance      When  fed  up,  do  not  give  up  

Analytical  thinking      Is  every  claim  justified                                          Continued  


                                                         C.A.W.  Bal,  Hogeschool  Zeeland       7-­‐9-­‐2011  
Brick  

              3.2  Report  your  research  

Logic  and  coherency      The  thesis  should  be  fully  self-­‐explanatory  

Structured  writing      Lay-­‐out  matters  (references,  APA?)  

Creativity      Give  new  ideas  follow  up  

Hard  work      Proper  effort  and  no  result  is  a  result  too  

Project  planning      Count  on  several  times  writing,  start  early  

Concentration      Write  in  half-­‐days,  not  hours  

                                      
                                                        Then:  
  
                                             C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
A  real  project:  
                                production                                                        
 Sharing/                      Kao,  C.,  (2009).  Efficiency  measurement  
  using         Communication  to  MT  and  floor  
                               for  parallel  production  systems.    
                                European  Journal  of  Operational  Research,  
  Answer        With  adaptations,  series  production  
                                196  [3],  pp.  1107-­‐1112  


 Analysis       Both  numbers  and  production  concepts  
Gathering  
  data          Production  data,  floor  lay  out,  staffing  
Approach        Case  study,  secundary  data  
Question  +  
orientation     What  is  flexible  and  cost  efficient?  

                                         C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
A  real  project:  
                               production                                                       
 Sharing/  
  using         Communication  to  MT  and  floor  
  Answer        With  adaptations,  series  production  
 Analysis       Both  numbers  and  production  concepts  
Gathering  
  data          Production  data,  floor  lay  out,  staffing  
Approach        Case  study,  secundary  data  
Question  +  
orientation     What  is  flexible  and  cost  efficient?  

                                       C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Your  next  project:  
      Finding  right  job  and                                                                        
 Sharing/   LaGesse,  D.,  (2009).  Turning  Social  Networking  Into  a  Job  Offer.  
  using  
                    Write  application  letter(s)  
            U.S.  News  &  World  Report,  146  [4],  pp.  44-­‐45  

  Answer            Short  list  of  positions  and  companies  

 Analysis           Qualitative  and  quantitative  comparison  
Gathering  
  data              Interviews,  secundary  data  
Approach            Survey  of  jobs  and  industries  
Question  +  
orientation         Which  jobs  fit  my  skills  and  interests  

                                                    C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Your  next  project:  
      Finding  right  job  and                                                           
 Sharing/  
  using  
                Write  application  letter(s)  

  Answer        Short  list  of  positions  and  companies  

 Analysis       Qualitative  and  quantitative  comparison  
Gathering  
  data          Interviews,  secundary  data  
Approach        Survey  of  jobs  and  industries  
Question  +  
orientation     Which  jobs  fit  my  skills  and  interests  

                                       C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Conclusion  
   This  is  just  a  refresher   
   (to  know  what  you  do  not  know  is  a  good  start)  
   The  details  are  important,  use  your  books    
   (and  any  good  research  advice  you  find  at  school  or  on-­‐line)  
   Research  is  finding  answers  systematically  
   (answers  that  come  easily  are  suspicious)      
        BUT:  
        If  you  master  the  attitudes  and  skills,  succes  will  follow  
        These  are  applicable  everywhere,  and  highly  valued  
        Learning  is  in  doing,  with  the  thesis  as  living  proof  
                                           C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  
Any  questions?  
            Thank  you  
     Wish  you  wisdom  and  luck    
 during  graduation  and  thereafter!  
                    
    Research  Refresher:  
                    
                    
A  competent  researcher!  
                    
                      


             kees.bal@hz.nl  

                        C.A.W.  Bal,  Hogeschool  Zeeland     7-­‐9-­‐2011  

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Research Proposal Guide

  • 1. Research  Refresher   to  graduate  successfully     September  6,    2011   C.A.W.  Bal   HZ  University  of  Applied  Sciences   Vlissingen,  The  Netherlands  
  • 2. There  are  many  books  on  research   Luckily,  they  all  tell  the  same  story.          C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 3. Become  a  competent  researcher  !                                                      Research  competency:   Phase  1:  Planning  and  preparing  your  research          product:  research  proposal  (background  +  theory)   Phase  2:  Executing  your  research          product:  work  on  site  (practical  component)   Phase  3:  Finalising  the  research          product:  report  (shared  knowledge)    attitude          product:  success        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 4. What  is  research?   Finding  answers  to                                                                          questions   (complex/scientific)   In  a  structured  manner:     Sharing/   Question/   hypothesis     using     Answer   Orientation   Research  phases:     Two-­‐way   Cycle     Analysis   Approach/   Strategy     Gathering   data      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 5. What  is  research?   Finding  answers  to                                                                          questions   (complex/scientific)   In  a  structured  manner:    Report Sharing/   Question/   hypothesis     using     Answer   Orientation   Research  phases:     Two-­‐way   Cycle     Analysis   Approach/   Strategy     Gathering   data   Practical component Research Proposal    C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 6. Phase  1:  Planning  and  preparation   1.1  Sketch  of  problem,  research  question(s),  goal     1.2  Literature  and  expert  review     1.3  Research  design  (using                            )   Bricks             1.4  Research  proposal      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 7. Brick   1.1    Research  Question   Ends  with     Not  too  simple,  not  too  complex   Sum  of  subquestions  answer  the  main  question     Define  the  scope  and  the  concepts   Link  to  theory  and  professional  practice     SMART   Specific    Measurable    Attainable    Relevant    Timed        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 8. Brick   1.1  Research  Question   Is  this  question  OK?:     can  firm  A  improve  business  results     How  about  this  one?:     What  are  firm   legal,  technical  and  marketing   requirements  for  successful  introduction  of  product  Y          C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 9. Brick   1.2  Literature  review   Search  strategy  (diversity  of  sources,  keep  a  log)   Search  terms  (synonyms,  language,  combinations,  theory   Use  databases  (e.g.  from  the  Mediatheek)   Check  references  for  further  leads     Mind  the  quality  (recent,  trustworthy)   Be  critical  (arguments  in  favor,  arguments  against)   Write  summaries,  and  integrate  findings  in  a  chapter          Revise  research  question  if  needed      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 10. 1.3  Research  design   Research  strategy   Sample  choice  (size,  representative)   Operationalisation   satisfaction   Measurement  instrument   Data  analysis  method                    It  is  the  key  to  finding  a  proper  answer      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 11. 1.3  Research  design   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Approach/   Grounded   Action   Experiment   Survey   Case  study   Strategy   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 12. Brick   Experiment   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 13. Brick   Experiment   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 14. Brick   Grounded  theory   Does  this  look  like  an  effective  teaching  method?   Sharing/   using   Could  you  derive  a  theory?   Publication                    Coldren,  J.,  &  Hively,  J.,  (2009).  Interpersonal  Teaching  Style  and     Answer/   Answer   discussion   Student  Impression  Formation.  College  Teaching;  Spring2009,     57  [2],  pp.  93-­‐98   4   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 15. Brick   Grounded  theory   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 16. Brick   Survey   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 17. Brick   Survey   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 18. Brick   Case  study   Sharing/   Publication   using     Answer/   Answer   discussion   Emerging  Energy  Research,  (2008).  Global  Wind  Turbine     Markets  and  Strategies,  2008 2020  (New  market  study).     Quantitative   Qualitative   Analysis   [On-­‐line,  Hyperlink  to  pdf  ]    (price   3350).   4   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 19. Brick   Case  study   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 20. Brick   Action  research   Sharing/   Hall,  D.T.,  Otazo,  K.L.,  &  Hollenbeck,  G.P.  (1999).   Publication   Behind  Closed  Doors:  What  Really  Happens  in   using   Executive  Coaching.  Organizational  Dynamics,   27  [3],  pp.  39-­‐54   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 21. Brick   Action  research   Sharing/   Publication   using   Answer/   Answer   discussion   Quantitative   Qualitative   Analysis   analysis   analysis   Gathering   Question-­‐ Secundary   Observation   Interview   data   naire   data   Grounded   Action   Approach   Experiment   Survey   Case  study   theory   Research   Question  +   Literature   Question   orientation   review      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 22. 1.4  Research  proposal   This  is  the  document  that  convinces     yourself  and  outside  parties  (host  company,  tutors)     that  your  research  is  worthwhile,  well  prepared,     and  organized  in  such  a  way  that  you  will  find  an  answer/result       Now  they  will  invest  in  you!         (NB:  Count  on  needing  four  weeks,  after  approval  and  start  of  the                        graduation  assignment,  for  finalizing  your  research  proposal)        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 23. 1.4  Research  proposal   It  consists  of  several  paragraphs  (usually  3  to  5  pages):     Introduction  (sketch  of  the  problem  or  task)   Research  question   Use  a  solid   Theoretical  framework   set  of   Practical  relevance   references!   Research  design  +  instrument   Project  planning  and  scope                                                                    Write  what  you  plan  to  do,  and  why      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 24. Project  planning   Do  this  upfront  (in  your  research  proposal)   Arrange  budget  and  access   Timing  usually  runs  out:   Theory/literature   Setting  up  interventions/equipment   Allow     Interviews  (travel,  preparation)   some  slack!   Questionnaire  (participants,  data)   Leave  time  for  analysis        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 25. Project  planning   Do  this  upfront  (in  your  research  proposal)   Arrange  budget  and  access   Timing  usually  runs  out:   Theory/literature   Setting  up  interventions/equipment   Allow     Interviews  (travel,  preparation)   some  slack!   Questionnaire  (participants,  data)   Leave  time  for  analysis        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 26. Phase  2:  Executing  your  research   2.1  Gathering  the  data     2.2  Processing  the  data  for  interpretation     2.3  Monitor  progress  and  quality      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 27. 2.1  Gathering  the  data   Think  about  access  to  your  data   Apply  the  rules  for  proper  research:   Objectivity          Validity                      Ethics                                Reliability  -­‐  Repeatability                                          Transparency              NB:  Violation  disqualifies  research  findings      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 28. Increase  our  road  capacity   How  do  you  apply  these  rules:     Objectivity:  Measuring  cars  or  opinions?   Validity:  Can  we  use  existing  simulation  models?   Ethics:  Tell  the  truth  or  the  desired  outcome?   Reliability:  Who  to  trust  on  knowledge?   Repeatability:  Will  we  find  the  same  next  time?   Transparency:  Is  it  100%  clear  what  we  did?      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 29. Brick   Observation   Take  notes   Sample  choice  is  important   Be  systematic,  use  a  coding  scheme   You  only  see  what    looking  for   Do  not  interpret,  report  facts      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 30. Brick   Questionnaire   Frequently  used   Think  research  through,  and  pilot  test   very     very     bad   good   Do  not  ask:   you     1 2 3 4 never   always     But  ask:               often  do  you     1 2 3 4                                   you  drink  and     1 2 3 4                                         you  indicate  direction   1 2 3 4   Such   Likert  scale higher  reliability  and  validity     Know  the  limitations  of  your  sample  (non-­‐respons)      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 31. Brick   Interview   Prepare  (background  of  interviewee,  subject  knowledge,   professional  appearance)   Access  (person,  location,  time)   Topic  list     Timing   Make  a  transcript   Listen  well,  use  follow-­‐up  questions   Summarize  the  answers  (as  a  check)   Ask  for  further  contacts,  ideas,  suggestions        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 32. Checking  numbers  and  statistics   Things  you  could  read  somewhere:   One  windmill  is  enough  to  power  300  households   (But  what  size,  for  how  long,  where  on  the  planet,  etc)   5%  population  growth  means  doubling  in  20  years   (well,  not  quite,  how  about  doubling  every  14  years)   70%  of  the  internet  respondents  have  experienced  crime   (who  are  they,  which  crime,  when,  is  this  not  a  bit  high)   In  the  crisis  every  investor  has  lost  50%  of  his/her  wealth   (on  average,  exactly  50%,  investor  in  what,  what  is  wealth)          C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 33. Checking  numbers  and  statistics   Things  you  could  read  somewhere:   One  windmill  is  enough  to  power  300  households   (But  what  size,  for  how  long,  where  on  the  planet,  etc)   5%  population  growth  means  doubling  in  20  years   (well,  not  quite,  how  about  doubling  every  14  years)   70%  of  the  internet  respondents  have  experienced  crime   (who  are  they,  which  crime,  when,  is  this  not  a  bit  high)   In  the  crisis  every  investor  has  lost  50%  of  his/her  wealth   (on  average,  exactly  50%,  investor  in  what,  what  is  wealth)   These  may  be  calculation  or  (more  likely)  copying  accidents,     but  could  also  deliberately  be  put  there  to  mislead!        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 34. 2.2  Processing  the  data   (into  numbers  or  categories)   Indicate  relationships     (between  variables  or  categories)   Show  overview  and  structure  through:   key  numbers,  graphs,  tables,  schemes   (make  them  self-­‐explanatory)   Use  of  Excel                        Clear  and  logical      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 35. 2.3  Monitor  progress  and  quality   Stay  on  track   Adhere  to  your  planning   Be  pragmatic,  keep  moving   the  project  ahead       Intervene/change  if  necessary   Things  do  not  always  go  as  you  plan  them!   Keep  a  record  of  changes  and  their  justification      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 36. Phase  3:  Finalizing  the  research   3.1  Interpret  your  data     3.2  Report  your  research  (process  and  results)                C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 37. 3.1  Interpret  your  data   Interpret  in  light  of  your  research  question   Formulate  conclusions  and  recommendations   Compare  with  other  research   Report  new  applications  and  insights   Propose  further  research                 Analytical  thinking,    Logic  and  coherency,   Structured  writing,   Creativity,   Hard  work,   Concentration                  C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 38. Brick   Quantitative  analysis   The  fun  part:     Reporting  numbers  in  colourful  graphs  and  tables.     Such  descriptive  statistics  are  often  useful          More  advanced:  cross-­‐tables,  correlation  and  regression             The  tricky  part:     What  can  you  conclude  from  your  sampled  data.     Need  inferential  statistics  (confidence  levels,  accuracy)          Get  good  advice  upfront:  course,  book,  or  prof.                Software  is  great,  if  you  understand  what  it  does          C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011    
  • 39. Brick   Qualitative  analysis   Coding  and  structuring  (search  for  relationships  between   concepts,  explain  categories  in  words,  link  to  theory)   Present  text  fragments  (quotes)     Use  schematical  representations  (diagram  or  table)   Use  word  processor  (or  qualitative  analysis  software  such  as   Kwalitan,  Kodani)            Motivate  your  choices,  apply  strict  logic,  demonstrate            the  arguments  that  lead  to  your  conclusions      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 40.  attitude   Before  moving  to  writing  your  report,  first  a  few  words   about  the  fourth  part  of  the  research  competency:                                      your  attitude  as  a  researcher     Adapt  behavior  to  research  norms,  professional  ethics,   and  professional  responsability   Neutrality,     Preciseness   Critical  mindset,     High  standards,     Curiosity,     Perseverance,   Respect      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 41. Neutrality?      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 42. High  standards  and  critical  mindset   Do  not  believe,  until  convinced   One  source  is  not  enough   Do  not  use,  unless  understand   Check,  check  and  double  check   Always  consider  alternatives   Try  to  prove  yourself  wrong                            responsible  !          C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 43. Creativity  and  hard  work     Creativity  is  a  source  of  ideas  and  solutions,  but  takes   an  investment  to  reap  the  benefits      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 44. Brick   3.2  Report  your  research   Start  from  day  one     Make  and  discuss  TOC  (Table  Of  Contents)  early   Structure:  Introduction/background,  Method,  Results,   Discussion/conclusions/implications   Answer  the  research  question!   Clear  and  logical,  Argued  choices   References   Research  should  be  reproducible  based  on  report   Target  audience,  use  of  appropriate  language        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 45. Brick   3.2  Report  your  research   Only  as  good  as  your  score  on  attitudes  and  skills:   .   Neutrality      Take  some  distance  every  now  and  then   Preciseness      Only  write  what  is  needed  (no  frills,  appendix)     Critical  mindset      If  something  appears  simple,  check  for  errors   High  standards      Be  extremely  strict  on  yourself  in  every  phase   Curiosity      Your  thesis  is  a  consequence,  not  a  goal   Perseverance      When  fed  up,  do  not  give  up   Analytical  thinking      Is  every  claim  justified                                          Continued      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 46. Brick   3.2  Report  your  research   Logic  and  coherency      The  thesis  should  be  fully  self-­‐explanatory   Structured  writing      Lay-­‐out  matters  (references,  APA?)   Creativity      Give  new  ideas  follow  up   Hard  work      Proper  effort  and  no  result  is  a  result  too   Project  planning      Count  on  several  times  writing,  start  early   Concentration      Write  in  half-­‐days,  not  hours                          Then:        C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 47. A  real  project:   production     Sharing/   Kao,  C.,  (2009).  Efficiency  measurement   using   Communication  to  MT  and  floor   for  parallel  production  systems.     European  Journal  of  Operational  Research,   Answer   With  adaptations,  series  production   196  [3],  pp.  1107-­‐1112   Analysis   Both  numbers  and  production  concepts   Gathering   data   Production  data,  floor  lay  out,  staffing   Approach   Case  study,  secundary  data   Question  +   orientation   What  is  flexible  and  cost  efficient?      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 48. A  real  project:   production     Sharing/   using   Communication  to  MT  and  floor   Answer   With  adaptations,  series  production   Analysis   Both  numbers  and  production  concepts   Gathering   data   Production  data,  floor  lay  out,  staffing   Approach   Case  study,  secundary  data   Question  +   orientation   What  is  flexible  and  cost  efficient?      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 49. Your  next  project:   Finding  right  job  and     Sharing/   LaGesse,  D.,  (2009).  Turning  Social  Networking  Into  a  Job  Offer.   using   Write  application  letter(s)   U.S.  News  &  World  Report,  146  [4],  pp.  44-­‐45   Answer   Short  list  of  positions  and  companies   Analysis   Qualitative  and  quantitative  comparison   Gathering   data   Interviews,  secundary  data   Approach   Survey  of  jobs  and  industries   Question  +   orientation   Which  jobs  fit  my  skills  and  interests      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 50. Your  next  project:   Finding  right  job  and     Sharing/   using   Write  application  letter(s)   Answer   Short  list  of  positions  and  companies   Analysis   Qualitative  and  quantitative  comparison   Gathering   data   Interviews,  secundary  data   Approach   Survey  of  jobs  and  industries   Question  +   orientation   Which  jobs  fit  my  skills  and  interests      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 51. Conclusion   This  is  just  a  refresher   (to  know  what  you  do  not  know  is  a  good  start)   The  details  are  important,  use  your  books     (and  any  good  research  advice  you  find  at  school  or  on-­‐line)   Research  is  finding  answers  systematically   (answers  that  come  easily  are  suspicious)       BUT:   If  you  master  the  attitudes  and  skills,  succes  will  follow          These  are  applicable  everywhere,  and  highly  valued          Learning  is  in  doing,  with  the  thesis  as  living  proof      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011  
  • 52. Any  questions?   Thank  you   Wish  you  wisdom  and  luck     during  graduation  and  thereafter!     Research  Refresher:       A  competent  researcher!       kees.bal@hz.nl      C.A.W.  Bal,  Hogeschool  Zeeland   7-­‐9-­‐2011