How to design an effective survey: The good the bad and the ugly
1. How to design an effective survey
Workshop
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26.02.2013
2. Workshop overview
10.00-10.15
Introduction to survey design
10.15-11.15
How to design an effective survey
Writing good questions
11.15-11.30
Morning tea
11.30-12.30
Tips and tricks
How to maximise response rate
Getting the most out of your data
12.30-1.00
Q&A and Close
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How to design an effective survey
3. Introduction
So you want to create a survey...
What is the purpose of the survey?
• Needs assessment
• Impact assessment
• Knowledge assessment
• Attitudes assessment
• Behaviour assessment
• Client satisfaction / program feedback
• Program evaluation
What survey mode will you use?
• Telephone, online, paper, interview
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How to design an effective survey
4. When to use a survey
To collect information from a large number of
people or records
To collect this information relatively inexpensively
To say something about the population from which
the sample was drawn
When you do not need very in-depth information
When you want the data collection procedure to
be as standardised as possible
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How to design an effective survey
5. Some advantages of surveys
Anonymity
Asking sensitive questions
Standardised data to monitor trends
Quick to administer
Simple data analysis (%, frequencies)
Data can be presented as graphs/charts
Multiple distribution channels (online,
paper, social networking sites)
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How to design an effective survey
6. Some limitations of surveys
Limited explanations for the data
Comments open to a range of
interpretations
Don‟t know why questions were skipped
or why survey was partially completed
No opportunity to explain questions that
people don‟t understand
Can‟t guarantee the survey was even
received or completed by the right person
Basic literacy levels needed
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How to design an effective survey
7. What makes a ‘good’ survey?
Have you ever created a survey and felt
disappointed with the data you collected?
Have you ever been asked to answer a survey and
felt irritated with the questions asked?
A good survey considers both your needs for data
and the capabilities and experience of the
respondent.
Collects complete, accurate, and reliable data.
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How to design an effective survey
8. What is a ‘bad’ survey?
Too wordy
Language is hard to understand
Bad timing - e.g. respondents tired at the end of a session
No „Other‟ response category
Questions that seem irrelevant to the topic
Repetitive
Boring – e.g. same structure throughout, no images
Does not consider the capabilities of the respondents
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How to design an effective survey
9. Is a long survey a bad survey?
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10. HOW TO DESIGN AN
EFFECTIVE SURVEY
IN 3 EASY STEPS!
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11. Step 1.
Establish your survey goals!
Ask yourself:
Why am I creating this survey?
What do I hope to learn or
accomplish?
How do I plan on using the data
that I collect?
How will the data influence my
decisions?
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How to design an effective survey
12. Step 2.
Create a ‘dummy table’
A tool you may not have used before. The dummy table
helps ensure all survey objectives are addressed and all
survey questions are relevant. Consider data analysis
before, during and after survey development.
Areas of inquiry
Questions
Demographics
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13. A dummy table …
• Ensures you can interpret data
• Ensures each question will collect the
information you need
• Ensures you leave nothing of importance out
• Ensures you don‟t collect more information
than you need
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14. Example: Health Care Experience of the
LGBTI* Community in WA
Activity – Find questions related to:
Area of inquiry
Questions
LGBTI health issues
Demographics and lifestyle
Current experience of healthcare
services
How and where to reorient current
health services
*LGBTI – lesbian, gay, bisexual, transgender, intersex
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15. Answers
Area of inquiry
Questions
LGBTI health issues
10,11,24
Demographics and lifestyle
1,2,3,4,5,6,7,8,9,15,16
Current experience of healthcare
services
12,13,14,20,21,22,23
How and where to reorient current
health services
17,18,19,25
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16. Step 3.
Write good questions
Try to use a range of question types:
Open-ended questions
• To explore issues
• Open to a variety of responses (comment boxes)
Closed-ended questions
• Dichotomous
• Likert scale
• Guttman scale
• Multiple choice (one response, multiple responses)
• Rank order
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17. Example - Dichotomous
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18. Example – Likert Scale
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19. Example - Guttman Scale
Agreement with any one item implies agreement with the lower-order
items.
E.g. are you willing to permit _______ to...
-
live in your country?
-
live in your community?
-
live next door to you?
-
marry your child?
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20. Example – Multiple Choice (one response)
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21. Example – Multiple Choice
(multi-response)
Evaluation of Health Promotion to design an effective survey
How
382
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22. Example – Rank Order
Rank the following methods of receiving a positive STI
diagnosis in order of preference from highest to lowest
(1=your most preferred method; 5=your least preferred
method)
• SMS______
• Phone call ______
• In person ______
• Email ______
• Letter ______
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23. Developing a Client Satisfaction
Survey
Example: The Wheatbelt Resilience Program
Included a series of community workshops
A survey was developed to find out how useful the
workshops were in terms of increasing awareness of the
Wheatbelt Resilience Program; understanding of suicide
and suicidal behaviours; and opportunities to help with this
issue in the community
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How to design an effective survey
24. Can you identify
any ways in which
this feedback sheet
could be improved?
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25. The questionnaire
was adapted to
capture more
specific information
and to also gauge
satisfaction with the
workshop. The
pre-questionnaire
was on a separate
document to the
post-workshop
evaluation.
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How to design an effective survey
26. Curtin University is a trademark of Curtin University of Technology
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27. WRITING GOOD QUESTIONS
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28. What do you want to know?
What do you need to know?
Don‟t waste the opportunity to collect good quality
data by asking vague questions
Be economical with the number of questions but
make sure you collect all the information required
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29. Activity: Work in small groups
Re-write these questions and include closed
ended responses:
(a) “How often do you participate in physical
activities on average?”
(b) “When were you last physically active?”
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30. What to avoid
Double-barreled questions
Biased/leading questions
Questions with a double negative
Loaded questions
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31. Example: double-barreled question
Please indicate how much you agree or
disagree with each of the following statements
about our service:
I feel welcomed by staff and other youth at the
centre
Example: leading question
Negotiating condom use with a sexual
partner is difficult. Did this session help
you feel more confident to negotiate
condom use successfully?
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32. Example: double negative
How do you feel about the following statement?
We should not reduce investment in sexual health
services.
Strongly Agree
Agree
Disagree
Strongly Disagree
Example: Loaded questions
Which of the following services most
urgently requires improvement?
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33. What to avoid
Questions which could create a response set
i.e. the tendency for a respondent to answer later questions
the same way they answered earlier questions
Technical language/jargon
Use simple, common words
Emotive language
Do you approve of the government‟s oppressive immigration
policy?
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34. What to avoid
Using “and”, “or”, “but” in the same question
Long, complex, multi-part questions
Questions which contain a negative and a positive
If you were in a foreign country and did not speak the language but knew
someone who did would you…
Huh?!
a. Let the person that spoke the language speak for you
b. Try to learn the language on your own
c. Not try to learn the language or let the person that you knew that spoke
the language speak for you.
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35. What to avoid
Response categories that are not exhaustive
What is your current age?
10 to 20
21 to 30
31 to 40
I‟m 41!
Response categories that are not mutually exclusive
What is your current age?
10 or less
10 to 20
20 to 30
30 or greater
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I‟m 30!
How to design an effective survey
36. Avoid fuzzy words in the question
Those words which are open to different
interpretation by the respondents.
• Have you ever had any major injuries during the past year?
Avoid words like:
important, major, better, regular, often, occasional
(subjective interpretation).
Best to give specific time & details
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37. Irrelevant questions
Questions which are irrelevant to the survey
objectives
• E.g. do you really need to know someone‟s income?
Questions which are irrelevant to the respondent
• e.g. Don‟t ask nurses to compare the effectiveness of different
patient management techniques if they have no experience of the
alternatives.
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38. Presuming knowledge
Don‟t assume people either know or have
appropriate experience to answer the
question.
What is
• Have you been bullied this year?
bullying?
• How many standard drinks have you drunk in the
last week?
• How many cigarettes have you smoked in the
last week?
Use filter questions or provide more
information to avoid these problems
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What is a
standard
drink?
I don‟t
smoke!
39. Presuming knowledge
Hypothetical or predictive questions
• Would you like to try marijuana?
• Avoid - many people might like to try anything once.
Generally avoid:
• Would you like to...
• What would you do if..?
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40. Personal questions
Be sensitive!
May need to preface personal questions to give
respondent „permission‟ to respond truthfully
Consider the structure of response choices
• people don‟t like to consider themselves at extreme ends of a
scale
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41. Activity: Design a brief survey to
evaluate this workshop
Workshop objectives
• Increase participants’ knowledge and skills in effective survey design
• Assess participants’ satisfaction with the SiREN training workshop
Areas of inquiry
Questions
Demographics
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42. TIPS AND TRICKS
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43. Critically assess your survey
questions
Is the respondent‟s understanding of response
categories likely to be influenced by more than
words?
The vaguer the question and answer categories,
the greater potential for error / poor data
Is the survey information being collected in more
than one mode? E.g. phone, interview, email
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44. Critically assess your survey
questions
Is changing a question acceptable to the survey
sponsor?
Is the question necessary?
Will it improve the validity of your study if you do
ask more than one question?
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45. Critically assess your survey
questions
How easy is it to get an accurate answer?
Can people accurately recall and report past
behaviours?
Will the respondent be willing to reveal the
requested information?
Will the respondent feel threatened or defensive
by the question?
Will the respondent feel motivated to answer each
question?
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46. Tips and tricks
Insert dummy questions
• These may be irrelevant to the research to avoid respondents
guessing desirable answers
Reverse the wording of some survey items
• This technique can avoid creating response sets
I always enjoy going to work
I dread going to work
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47. Tips and tricks
The order of questions may influence responses
• Put interesting questions first
• Sensitive questions towards end
• Demographic information – location of these questions depends
on importance
• Similar themes together
Put instructions for questions before the question
not at the beginning of the survey
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48. Tips and tricks
Be specific
Example: How can we improve our service?
This is too vague and may elicit single responses about many
different aspects of the service without much guidance to help you
decide which ones are important.
Instead, consider asking respondents to rank from 1-5 the quality of
different aspects of the service
What claims will you use the data to support?
Be honest and consider if this is realistic or credible. This technique
helps you to clarify the wording of questions
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49. HOW TO MAXIMISE RESPONSE
RATE
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50. Aim to get a 65% response rate
That is: 65% of your sample complete and
return a questionnaire
Remember non-respondents may bias your
results
Choose a sample size that takes into account
response rates
Sample size for pre- and post- surveys should be
large enough in case of attrition
If possible, have participants complete survey at
the time of distribution
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51. How to maximise response rate
Involve your target group in design if possible
Pre-test!
Ask questions that people can and will answer
Uplift, motivate and encourage the respondents to
give information
Avoid bad survey questions
Allow sufficient time for responding to the survey
and for participants to complete the survey
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52. How to increase responses
Plan multiple contacts
• Pre-notification (tell people you are planning to survey)
• Reminders for non-responders
Consider incentives
• Individual incentives more effective than prize draws e.g. incentive
given for getting others to complete the survey
• Dependent on resources
Obtain ethics approval for your survey
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53. A note about survey ethics…
Considerations may include:
Information and consent forms
Confidentiality and anonymity
Samples which include minors
How to ask questions about potentially illegal activities
Length of survey / burden on respondents
Format of survey - e.g. acceptability, culturally appropriate
Please contact siren@curtin.edu.au for more advice about survey ethics
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54. GETTING THE MOST OUT OF
YOUR SURVEY DATA
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55. Curtin University is a trademark of Curtin University of Technology
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56. Planning and evaluation cycle
Needs
assessment
Re-planning
Survey
data
Program
planning
Survey
data
Survey
data
Evaluation
Implementation
Survey
data
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Use different
types of survey
data as part of a
continuous
program
planning and
evaluation cycle
57. How will you use the data?
Use survey data to inform the program planning cycle
Adopt a mindset of continuous program improvement
After implementing the survey, critically evaluate the
quality and completeness of the data collected
• Were any questions ambiguous?
• Were all the questions necessary?
• Did any questions appear to cause confusion?
• Did you get some unexpected responses?
• Were the data useful?
• What decisions could the data inform?
• Are there still gaps in the data?
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Ask yourself what
will you change?
58. Close the feedback loop
Finally, it is important to „close the
loop‟ when collecting data by
following up respondents to thank
them for their input and to share
the results of the survey
If you intend to survey the same
group several times, this feedback
loop is particularly important and
may influence the response rate
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How to design an effective survey
59. Getting the most out of your data
Don‟t just file the survey data away until the next activity
report for your funding provider is due!
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60. Health promotion short course –
example survey data
How confident do you
feel to undertake a needs
assessment to plan a
health promotion
program?
How confident do you feel to
contribute to the design and
implementation of an
evaluation of a health
promotion initiative?
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Pre course
Post course
11
11
5
3
2
0
Not
confident
Confident
Very
confident
Pre course
Not
Confident
Very
confident
Confident
Post course
9
10
3
7
3
0
Not
confident
Confident
Very
Confident
How to design an effective survey
Not
Confident
Very
confident
confident
61. Health promotion short course –
example survey data
Pre course
How confident do you feel to
work collaboratively with
your community and with
other organisations?
Post course
13
12
4
3
0
Not
confident
0
Confident
Very
Confident
Not
confident
Confident
Very
confident
What could you conclude from these data?
What decisions about the course would you make as a
result of these data?
Are these decisions valid? What other data might you want
to collect?
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62. Any questions?
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63. FOLLOW UP SESSION
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64. Follow up session
SURVEY CLINIC
Tuesday 12th March
2013, 10am – 12 noon
Curtin University (Room TBA)
In two weeks‟ time!
Aim to put what you have learned into practice
Either:
1.
Critically review a survey you have used previously OR
2.
Design a new survey using what you have learned.
Bring your surveys and any questions to the survey clinic
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65. Workshop evaluation
Please draw around
your hand (or both
hands) and provide
some feedback on
today‟s workshop.
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66. THANKS FOR COMING!
Please don’t forget to complete the workshop evaluation!
Thank you
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Editor's Notes
This questionnaire was given to participants at the beginning of the workshop when they completed the ‘Before presentation’ section. The ‘After presentation’ section was completed immediately after the presentation. While this is a good way to gather process data you should not give participants the questions on the same sheet pre and post presentation. Usually for process it is enough to collect data at post presentation and ask participants to reflect on how the presentation has made them think about changes to their knowledge, attitudes etc. If you do want to collect at pre and post presentation see the Wheatbelt Resiliency Program document for an example as to how to do this. The questions are very broad. For example ‘I can identify factors associated with suicide.’ It is better to relate back to perceived knowledge. When conducting workshops it is important to collect information about the workshop – e.g. was the workshop useful, well facilitated etc. These types of questions help with the planning of subsequent workshops. Questions can be asked using a Likert scale. Avoid too many open ended questions, however it is always useful to ask what participants liked and what could be improved.