L23: Data Acquisition 1 Flashcards
What is primary data vs secondary data?
Primary data - data collected by investigator specifically to answer the research question
Secondary data - existing data collected for other purposes (by someone else other than the user), which an investigator employs to answer his research question
What are the differences between primary and secondary data?
- primary is specifically for research qn; secondary for other purposes
- primary: exact data variables needed to answer research qn are collected; secondary: limited to existing data variables collected
- primary: missing data minimized bc data collection is controlled by researcher; secondary: missing data often a problem
- primary: may be less representative of target population; secondary: more representative of target population
- primary: highly involved; secondary: rapid and easy
- primary: costly and time consuming; secondary: less costly and time consuming
What are the three main primary data collection methods?
- Experimental method (lab based expt and controlled trial)
- Observation method
- Survey method (in depth interview, focus group discussion and questionnaire)
What are the two types of observation?
- non-participant observation
- participant observation
What are the strengths of observation method?
- independent of subjects willingness to respond
- useful when subjects not capable of giving verbal reports
- can directly see what ppl do rather than what they say they do
What are the limitations of the observation method?
- time-consuming
- does not increase understanding of why they behave as such
- need skilled observers
- need to refrain from interpretation
- susceptible to Hawthorne effect (change behaviour when observed)
How to record observations/interview/focus group discussion?
- manual note taking
- audio recording
- video recording
What are the strengths of in depth interview?
- info on personal experiences, stories, feelings
- useful for sensitive topics
- gain in depth info
What are the limitations of in depth interview?
- time consuming
- susceptible to interviewer bias
- need skills to establish rapport, use probes etc
- flexibility to change topic order following what the person says
- a lot of transcription needed
How to do in depth interview?
- use semi structured interview guide to prompt data collection
- establish rapport
- ask qns in open, empathic way
- motivate by probing
What are some considerations for the composition of the focus group?
- homogeneity among participants: if so, more likely to share freely w others who are similar
- level of familiarity: better to recruit strangers
How to carry out focus group discussion?
using a discussion guide
What are the two types of focus group discussions?
- moderator-dominated discussion
- interactive group discussion
What are the strengths of a focus group discussion?
- large volume of info
- wide range of views
- new and unanticipated issues
What are the limitations of focus group discussion?
- susceptible to interviewer bias
- discussion can be dominated/sidetracked
- need skilled moderator to conduct the grp and manage dynamics
- less confidential
- social pressure influence
- responses not independent
- does not provide valid info at indiv level
- not representative of other grps