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DATA COLLECTION
     METHODS IN
    QUANTITATIVE
RESEARCH-AN OVERVIEW

                BY
       Mrs.Manoranjitham.S
       Professor in Nursing
        College of Nursing
         CMC,Vellore-4
DEFINITION :Data Collection Method is
            Gathering of informatin to address a
 research problem.
DIMENSIONS:
 1.Structure
 2.Quantifiability
 3.Researcher obtrusiveness
 4.Objectivity
STRUCTURE
   Structured plan indicates what information is to
    be gathered and how to gather it
   Most self administered questionnaires are highly
    structured
   SAQ-include fixed set of questions to be
    answered in a specified sequence and with
    predesignated response options (agree or
    disagree)
Quantifiability
   Data that will be subjected to statistical analysis
    must be gathered in such a way that they can be
    quantified
   For statistical analysis variables must be
    quantitatively measured
Researcher Obtrusiveness
   Data collection methods differ in the degree to
    which people are aware of their status as
    participants
   People’s role in the study(behaviour and
    responses may not be normal)
   Researcher should make an effort to put
    participants at ease
Objectivity
   It refers to the degree to which two independent
    researchers can arrive at similar scores or make
    similar observations regarding the concepts
   Some research problems require a higher degree
    of objectivity than others
Major Types
   Self Reports

   Observation

   Biophysiologic Measures

   Research question may dictate which specific
    method to use
I. Self Reports
   Most widely used method
   For quantitative study always use a formal, written
    instrument
   Vast majority of nursing studies involve data collected
    by self-report
   Using self reports researcher can gather retrospective
    data about activities and events occurring in the past
   Instruments-Interview schedule and Self administered
    questionnaire
Types of self reports
SAQ
Set of questions in which the wording of both questions
and response alternatives is predetermined

Interview schedule
 When questions are asked orally in either face-face or
 telephone interviews
Questions
   Structured instruments
   Set of questions in which the wording of both
    questions and response alternatives is
    predetermined
   Two types-Open ended and closed ended
Open ended questions
   Allow respondents to respond in their own
    words (eg.)
   What was the biggest problem you faced after
    your surgery?
   Interviewers are expected to quote responses
    verbatim or as closely
   Adequate space must be provided
Closed ended questions

   Are also called fixed alternative questions
   It offers respondents alternative replies from
    which subjects choose the one that most closely
    matches the appropriate answer
   Good closed ended items are often difficult to
    construct but easy to administer and analyze
   Preferred by respondents who are unable to
    express verbally
Advantages of questionnaire

   Distribution-mail, person and internet
    (economical)
   Cost-less, requires less time and energy,
    distribution is inexpensive, more diverse sample
    can be obtained
   Anonymity is complete
   No interview bias
Advantages of interviews
   Response rates are high
   Audience-many people cannot fill questionnaire
   Clarity-offer protection against ambiguous or confusing
    questions
   Depth of questioning is more
   Missing information is not there
   Researcher has the control over the order of questions
   Sample control-in tented respondents can be contacted
   Supplementary data-additional data through
    observation
II.Observation
 Involves systematic selection, observation and
  recording of behaviours,events and settings relevant to
  a problem under study
 General issues;
  1.characteristics and conditions of individual
  2.activities and behaviour
  3.skill attainment and performance
  4.verbal communication
  5.non verbal communication
  6.environmental characteristics
Types of observation
   Check list-it is the instrument observer use to
    record observed phenomena



   Rating scales-rate a phenomenon along a
    descriptive continuum (e.g.) passive/aggressive
III.Biophysiologic measures
 Used to assess the physiologic status of study
  participants
 Purpose:

 1.basic physiologic process
 2.Physiologic outcomes of nursing care
 3.Evaluation of nursing interventions
 4.Product assessment
 5.measurement and diagnosis improvement
 6.Studies of physiologic correlates
Types of Biophysiologic measure
   In vivo measurement- Performed directly in or
    on living organisms e.g. BP,oxygen
    saturation,body temperature

   In vitro measurements-performed outside the
    organisms body e.g. Serum potassium
    concentrate in the blood
Advantages
   Accurate and precise

   Objective

   Valid measures of the targeted variables

   Cost is low(hospital)
Disadvantages
   Measuring tool may affect the variables

   Risk of damaging the cells
Other datas
   Records

   Vignettes

   Projective techniques
251109 rm-m.r.-data collection methods in quantitative research-an overview

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251109 rm-m.r.-data collection methods in quantitative research-an overview

  • 1. DATA COLLECTION METHODS IN QUANTITATIVE RESEARCH-AN OVERVIEW BY Mrs.Manoranjitham.S Professor in Nursing College of Nursing CMC,Vellore-4
  • 2. DEFINITION :Data Collection Method is Gathering of informatin to address a research problem. DIMENSIONS: 1.Structure 2.Quantifiability 3.Researcher obtrusiveness 4.Objectivity
  • 3. STRUCTURE  Structured plan indicates what information is to be gathered and how to gather it  Most self administered questionnaires are highly structured  SAQ-include fixed set of questions to be answered in a specified sequence and with predesignated response options (agree or disagree)
  • 4. Quantifiability  Data that will be subjected to statistical analysis must be gathered in such a way that they can be quantified  For statistical analysis variables must be quantitatively measured
  • 5. Researcher Obtrusiveness  Data collection methods differ in the degree to which people are aware of their status as participants  People’s role in the study(behaviour and responses may not be normal)  Researcher should make an effort to put participants at ease
  • 6. Objectivity  It refers to the degree to which two independent researchers can arrive at similar scores or make similar observations regarding the concepts  Some research problems require a higher degree of objectivity than others
  • 7. Major Types  Self Reports  Observation  Biophysiologic Measures  Research question may dictate which specific method to use
  • 8. I. Self Reports  Most widely used method  For quantitative study always use a formal, written instrument  Vast majority of nursing studies involve data collected by self-report  Using self reports researcher can gather retrospective data about activities and events occurring in the past  Instruments-Interview schedule and Self administered questionnaire
  • 9. Types of self reports SAQ Set of questions in which the wording of both questions and response alternatives is predetermined Interview schedule When questions are asked orally in either face-face or telephone interviews
  • 10. Questions  Structured instruments  Set of questions in which the wording of both questions and response alternatives is predetermined  Two types-Open ended and closed ended
  • 11. Open ended questions  Allow respondents to respond in their own words (eg.)  What was the biggest problem you faced after your surgery?  Interviewers are expected to quote responses verbatim or as closely  Adequate space must be provided
  • 12. Closed ended questions  Are also called fixed alternative questions  It offers respondents alternative replies from which subjects choose the one that most closely matches the appropriate answer  Good closed ended items are often difficult to construct but easy to administer and analyze  Preferred by respondents who are unable to express verbally
  • 13. Advantages of questionnaire  Distribution-mail, person and internet (economical)  Cost-less, requires less time and energy, distribution is inexpensive, more diverse sample can be obtained  Anonymity is complete  No interview bias
  • 14. Advantages of interviews  Response rates are high  Audience-many people cannot fill questionnaire  Clarity-offer protection against ambiguous or confusing questions  Depth of questioning is more  Missing information is not there  Researcher has the control over the order of questions  Sample control-in tented respondents can be contacted  Supplementary data-additional data through observation
  • 15. II.Observation  Involves systematic selection, observation and recording of behaviours,events and settings relevant to a problem under study  General issues; 1.characteristics and conditions of individual 2.activities and behaviour 3.skill attainment and performance 4.verbal communication 5.non verbal communication 6.environmental characteristics
  • 16. Types of observation  Check list-it is the instrument observer use to record observed phenomena  Rating scales-rate a phenomenon along a descriptive continuum (e.g.) passive/aggressive
  • 17. III.Biophysiologic measures  Used to assess the physiologic status of study participants  Purpose: 1.basic physiologic process 2.Physiologic outcomes of nursing care 3.Evaluation of nursing interventions 4.Product assessment 5.measurement and diagnosis improvement 6.Studies of physiologic correlates
  • 18. Types of Biophysiologic measure  In vivo measurement- Performed directly in or on living organisms e.g. BP,oxygen saturation,body temperature  In vitro measurements-performed outside the organisms body e.g. Serum potassium concentrate in the blood
  • 19. Advantages  Accurate and precise  Objective  Valid measures of the targeted variables  Cost is low(hospital)
  • 20. Disadvantages  Measuring tool may affect the variables  Risk of damaging the cells
  • 21. Other datas  Records  Vignettes  Projective techniques