This presentation takes a look at five tech solutions to qualitative research data collection and evaluates data quality associated with each solution based on the Credibility component of the Total Quality Framework.
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Technological Alternatives to Qualitative Data Collection
1. Does the End Justify the Means?
Exploring & Evaluating
Technological Alternatives to
Qualitative Data Collection
Margaret R. Roller, MA
May 17, 2018
2. Does the End Justify the Means? May 17, 2018 1Margaret R. Roller
Qualitative research & typical methods/mode
Tech solutions:Advantages & drawbacks
Tech solutions: Method-mode alternatives
Overview
3. 2Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Reference: Total Quality Framework
4. 3Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Scope
Representation
Cooperation
Data Gathering
Validity
Researcher effects
Participant effects
Reference: TQF Credibility Component
5. 4Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Reference: Text
Roller & Lavrakas, 2015. New York: Guilford Press.
http://bit.ly/TQFbook
6. 5Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Reference: Blog
http://www.researchdesignreview.com
7. 6Margaret R. RollerDoes the End Justify the Means? May 17, 2018
What is Qualitative Research?Qualitative Research: Unique Attributes
8. 7Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Tech Solutions Advantages
Representation & cooperation
Coverage & access (geography & population segment)
Convenience & flexibility for participants
Appropriate for sensitive topics
Relevant form of communication, esp., for certain demographics
Data accuracy & depth
Mitigates memory/recall error
Added dimension via blending approaches, use of visual
elicitation, & multimedia text, video, images
Efficient use of resources
9. 8Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Tech Solutions Potential Drawbacks
Internet access & comfort with technology
Managing engagement (skills, time)
Important visual &/or verbal cues may be missing
Analysis Lots of data (in volume & formats)
Fraud, misrepresentation
Identity is fluid and potentially multiple on the Internet.
Security, confidentiality, anonymity
10. 9Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Tech Solutions:
In-depth Interviews
11. 10
Tech Solutions: In-depth Interviews
EMAIL
WEBCAM
MOBILE
VIDEO
SensitiveTopic
Professionals
Diary/Life Story
Substitute For In-person
Usability
Concurrent Mixed Methods
In-the-moment Research
Location-specific, Geofencing
Study a Process or Event
12. 11
Email
SCOPE DATA GATHERING
CooperationRepresentation
Validity
Researcher
Effects
Participant
Effects
Comfort level
with mode
Length &
perceived
burden may lead
to drop outs
Exclusion of
some segments,
e.g., 65+ & <HS
Depth,
complex data
from follow-up
& homework
Participants
words & how
text is typed
may bias
Willingness to
discuss sensitive
topic due to
privacy, safe
environment
Mitigates social
desirability
responding
Mitigates
bias due to
ability to
reflect
Tech Solutions: In-depth Interviews
Access to pop
segment
Flexibility of
location
Geographic
coverage
13. 12
Webcam
Cooperation Validity Participant
Effects
Flexibility of
location
Requires
reminders &
instructions
Social desirability
Depth, ability
to showing
stimuli,
participant
markup
Researcher
Effects
Requires access
& technical
know-how
Willingness to
respond due to
rapport & cues
Consistency,
ability to
follow guide
Bias due to
visual cues
Observers &/or
recording(s) may
stifle responses
SCOPE DATA GATHERING
Representation
Tech Solutions: In-depth Interviews
Access to pop
segment
Geographic
coverage
14. 13
MobileVideo
Tech Solutions: In-depth Interviews
Cooperation Validity Participant
Effects
Engagement
with video
technology
Requires
reminders &
instructions
Selection bias,
choosing
what to share
Mitigates
recall error
Researcher
Effects
Access & comfort
with app
downloading & use
Geographic
coverage Mitigates on-
site social
interaction
bias
Depth from
verbal, nonverbal,
& contextual cues
Inconsistency,
difficulty
following guide
Altered
behavior
Absence of
broader context
& meaning
SCOPE DATA GATHERING
Representation
Access to pop
segment
15. 14Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Tech Solutions:
Asynchronous Focus Groups
16. 15Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Tech Solutions: Asynchronous FGs
Asynchronous
Focus Groups
SensitiveTopic
Professionals
Hard-to-reach, disabled
17. 16
Cooperation Validity
Participant
Effects
Flexibility of
location, time,
& device
Requires
reminders &
instructions
Nonresponse
Unwillingness or
inability to
participate in a
mostly text-
based discussion
Breadth & depth
due to days of
discussion
Researcher
Effects
Access &
comfort with
platform
technology
Platform
features help
mitigate bias
& maintain
consistency
Triangulation,
multi-media
responses text,
video, image Losing focus
while
managing
engagement
Mitigates bias,
multiple ways
to respond
Representation
Tech Solutions: Asynchronous FGs
Access to pop
segment
Geographic
coverage
SCOPE DATA GATHERING
18. 17Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Platform Functionality Discussion Guide
Tech Solutions: Asynchronous FGs
19. 18Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Platform Functionality Discussion Guide
Tech Solutions: Asynchronous FGs
20. 19Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Platform Functionality Discussion Guide
Tech Solutions: Asynchronous FGs
21. 20Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Platform Functionality Activities
Tech Solutions: Asynchronous FGs
22. 21Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Platform Functionality Managing Engagement
Tech Solutions: Asynchronous FGs
23. 22Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Tech Solutions:
Observation &
Multimethod/mode
24. 23Margaret R. RollerDoes the End Justify the Means? May 17, 2018
Day in the Life
Journey
Specific assignment/task
Tech Solutions:
Observation & Multimethod/mode
25. 24
Mobility Patterns
Among Children
IDIs
Observation
via GPS &
SMS questions
Day in the Life
IDIs
using GPS maps &
guided tour as stimuli
AcneTreatment
2-month
multimedia diary
IDIs
via mobile video
+
Brazilian Migrants
6-month online
observation of
migrant communities
IDIs
via email & in-person
+
Tech Solutions:
Observation & Multimethod/mode
26. 25
Influence of the Internet
in the Classroom on Literacy
Email IDIs
Diaries
Photos
Journey
+
+
Teachers published articles
+
Emotional Effects of
Selecting a College
Webcam IDIs
Participants submit text, images,
video during the course of the
application-selection process
Asynchronous focus group
Tech Solutions:
Observation & Multimethod/mode
27. 26
Shopping For & Using Body
Wash Product
Audio responses to
questions on wallet card
In-store photos & videos
Specific Assignment/Task
+
In-shower audio responses
to questions on laminated card
In-the-moment Sensorial
Experience with Meatless Burgers
Photo + text
regarding package
1 video + text
regarding interaction with package &
cooking burger (look, smell, texture)
Text
regarding the eating experience
Tech Solutions:
Observation & Multimethod/mode
28. 27
Tech Solutions:
Observation & Multimethod/mode
SCOPE DATA GATHERING
Cooperation Validity
Participant
Effects
Comfort with
technology
(among some)
Tasks/length
may be
burdensome Triangulation,
methodological
& researcher
Researcher
Effects
Bias towards
tech savvy
individuals
Broad geographic
coverage Mitigate bias
by reflecting
on multi data
Depth due to
synergy of
methods, multi-
layered data
Tasks bias
normality &
taint study
environment
Tasks/length
help reflexive
responding
Tasks alters
behavior &
attitudes
Selection bias
Representation
31. Does the End Justify the Means? May 17, 2018
Interested in Qualitative Research
& Hard-to-reach Participants?
Recruiting Hard-to-Reach Respondents with Complex
Characteristics for Qualitative Interviews
Daniela Glusberg, D叩nae Corado, Casey Langer Tesfaye
AAPOR Thursday May 17th
Time: 4:15 p.m. 5:45 p.m. Session 10
Location: Governors Square 17
Check Out
32. Does the End Justify the Means? May 17, 2018
Questions &
Comments
Margaret R. Roller, MA
Email: rmr@rollerresearch.com
Website: rollerresearch.com
Blog: researchdesignreview.com
33. Does the End Justify the Means? May 17, 2018
Appendix
References
34. 33Margaret R. RollerDoes the End Justify the Means? May 17, 2018
EMAIL IDI
Bowker, N., & Tuffin, K. (2004). Using the online medium for discursive research about people with disabilities. Social Science
Computer Review, 22(2), 228241.
Egan, J., Chenoweth, L., & McAuliffe, D. (2006). Email-facilitated qualitative interviews with traumatic brain injury survivors: A
new and accessible method. Brain Injury, 20(12), 12831294.
Hawkins, J. E. (2018). The Practical Utility Suitability of Email Interviews in Qualitative Research The Practical Utility Suitability of
Email Interviews in Qualitative Research, 23(2), 493501.
McCoyd, J. L. M., & Kerson, T. S. (2006). Conducting intensive interviews using email: A serendipitous comparative opportunity.
Qualitative Social Work, 5(3), 389406.
Stacey, K., & Vincent, J. (2011). Evaluation of an electronic interview with multimedia stimulus materials for gaining in depth
responses from professionals. Qualitative Research, 11(5), 605624.
ASYNCHRONOUS FOCUS GROUP
Tates, K., Zwaanswijk, M., Otten, R., van Dulmen, S., Hoogerbrugge, P. M., Kamps, W. A., & Bensing, J. M. (2009). Online focus
groups as a tool to collect data in hard-to-include populations: Examples from paediatric oncology. BMC Medical Research
Methodology, 9(1), 15.
Harmsen, I. A., Mollema, L., Ruiter, R. A., Paulussen, T. G., de Melker, H. E., & Kok, G. (2013). Why parents refuse childhood
vaccination: a qualitative study using online focus groups. BMC Public Health, 13, 1183.
References
35. 34Margaret R. RollerDoes the End Justify the Means? May 17, 2018
OBSERVATION & MULTIMETHOD/MODE
Christensen, P., Mikkelsen, M. R., Nielsen, T. A. S., & Harder, H. (2011). Children, mobility, and space: Using GPS and mobile
phone technologies in ethnographic research. Journal of Mixed Methods Research, 5(3), 227246.
Hancock, K. (2012). Online qual studies health care foundation to shift its focus. Quirks Marketing Research Review, October,
Article ID 20121006.
Karchmer, R. A. (2001). The journey ahead: Thirteen teachers report how the Internet influences literacy and literacy instruction
in their K-12 classrooms. Reading Research Quarterly, 36(4), 442466.
Schrooten, M. (2012). Moving ethnography online: Researching Brazilian migrants online togetherness. Ethnic and Racial
Studies, 35(10), 17941809.
OTHER
James, N., & Busher, H. (2009). Online interviewing. London: Sage Publications.
Minute Maid Debuts New Campaign That Celebrates the Good in Everyday Family Moments,
https://www.businesswire.com/news/home/20180409006050/en/Minute-Maid-Debuts-New-Campaign-Celebrates-Good
(Accessed April 10, 2018)
http://www.pewinternet.org/fact-sheet/mobile/ (Accessed April 17, 2018)
References