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The Art and Science of 
Survey Research
What is a survey? 
Surveys are a bit like porn – hard to define, but 
you know one when you see one!
But if you want to be all academic 
about it… 
A survey is “a systematic method for collecting 
information from or about people to describe, 
compare or explain – in a quantitative way - 
their knowledge, attitudes, experiences, and 
behaviours” 
-adapted from Fink, 2003 & Groves et al., 2004 
This presentation will focus on self-administered, cross-sectional 
surveys, analysed in SPSS
You should use a survey when you 
want to… 
Ask about knowledge, attitudes, behaviours or 
experiences (“stuff”) on a larger scale 
Ask about stuff in a standardized way 
Quantify stuff 
Focus on self-report 
Allow participants to be anonymous
Once You’ve Decided on a Survey, 
You’ll Need to Consider… 
The Science 
(what you just have to do) 
& 
The Art 
(what you’ll do if you’re passionate 
about good research)
The Science
Step One 
Identify the objectives of your study
Here are the objectives from one of my surveys… 
Identify the rate of suicidal ideation 
in family carers of people with dementia 
Identify the factors associated with 
suicide risk and resilience in this 
group 
Explore differences in suicidal ideation 
(& risk/resilience factors) between 
carers with different demographic 
profiles
Step Two 
Define the key concepts in your objectives
Here are the key concepts from my objectives… 
SUICIDAL IDEATION: having considered killing 
yourself or having attempted suicide 
FAMILY CARERS: the primary carer for a family 
member with dementia who is at home, in care, or 
has recently passed away
RISK: factors identified in the literature 
e.g. depression, hopelessness, 
RESILIENCE: factors identified in the literature 
e.g. physical health, optimism, social support 
DEMOGRAPHIC PROFILES: age, gender, relationship 
to PWD, urban/rural, ethnicity, sexuality
Step Three: Select Questions 
Demographic questions 
Best adopted from large bodies (ABS, AIHW, CDC etc) or 
previous studies in your field 
This allows you to compare the demographics of your 
sample with population level data or previous research 
Some people put demographic questions at the end of a survey. 
Always put them at the beginning! That way, if people don’t finish 
you can at least compare the demographic data of completers vs 
non-completers.
A Note on Scales 
In most surveys, the main questions will 
take the form of scales. 
A scale is a group of questions (usually 
referred to as items) that address the 
same topic and are added together to give a 
single score that reflects the 
construct/concept of interest. 
Scales are useful when multiple factors 
contribute to an overall concept & when you 
are unlikely to get a reliable response from 
a single question (e.g. Are you depressed?)
A Note on Scales Cont. 
In most surveys, you’ll have one scale for 
each concept/outcome of interest. 
In my research I had one scale each for: 
depression, anxiety, suicidal ideation, 
physical health, social support etc 
Your choice of scales should be informed 
by your literature review. 
Scale creation is a science in itself, so 
unless there is good reason, steer clear of 
creating your own.
Step Three Cont. 
For your key concepts, choose scales that: 
Are informed by your literature review 
Are reliable 
Have been validated 
Are appropriate for your population 
Have clear scoring instructions 
Are publicly available (or within your budget)
A Note on Reliability 
Test-retest 
Consistency over time, or the extent to 
which a question or scale will produce the 
same result for the same person if 
repeated under the same conditions. 
Anything over 0.8 is good. 
Internal consistency 
How well the items of a scale go together 
or can be considered to reflect the same 
construct/concept. Anything over 0.6 is 
acceptable and over 0.8 is good. But over 
0.95 may indicate too much overlap or 
redundant items.
A Note on Validity 
Content validity 
The extent to which a scale represents all the facets of 
a given concept. 
Face validity 
The extent to which a scale looks like it’s measuring 
what you tell participants it’s measuring. 
Convergent validity 
The extent to which scores on this measure align with 
scores on measures of related concepts 
Divergent (or discriminant) validity 
The extent to which scores on this measure differ from 
scores on measures of unrelated or opposing concepts
Summarising Steps One to Three 
Objective: 
Key term: 
Measure/Scale 1: 
Source/Reference: 
Reliability: 
Validity: 
Scoring: 
Previous Use: 
Availability: 
Measure/Scale 2: 
Source/Reference: 
Reliability: 
Validity: 
Scoring: 
Previous Use: 
Availability: 
Create a document 
that looks like this… 
If you can’t fill in all the 
blanks, you either 
don’t have a clear idea 
of what you want to 
measure or the scales 
you have selected are 
not appropriate.
Step Four: Pilot testing 
Gather together a small group of people & ask them to 
complete the survey as if they were a participant. They 
should pay attention to the following… 
Are the instructions clear? 
Do the questions make sense? 
Are the response options sufficient/appropriate? 
Are skips easy to follow? 
How long did it take to complete? 
Do they understand how to complete/save/return the 
survey? 
You should revise your survey accordingly, but do not change 
scales that have already been validated.
Step Five: Sampling 
A good sample is a miniature version of the 
population you are researching. 
Inclusion criteria: Who do you want? 
Exclusion criteria: Who don’t you want?
Here are the exclusion criteria from my survey… 
Excluded: 
• Paid carers 
• Non-primary family carers 
• Caring for someone with a condition 
other than dementia 
• Person with dementia deceased more 
than 2 years ago 
• Unable to read and write English
Sampling Cont. 
How many do you need? 
This should be informed by the existing literature and an 
understanding of the impact of power on your analyses 
How many will you have to approach? 
This is always more than the number you need 
How long is this likely to take? 
Take your answer to this question, double it, and add three 
months
My recent experience… 
Wanted: 1500 
After 12 months of extensive 
recruitment…. 
Got: 566
Step Six: Ethics 
How will participants provide informed consent? 
Are there any risks to completing your survey? 
How will you manage these? 
How will you ensure participant anonymity?
Step Seven: Administer Your Survey 
This is the easy part!
Step Eight: Data Entry and Analysis 
Set up your data set
A thing of beauty is a joy forever 
-Keats 
An ugly dataset is a pain in the arse 
forever 
-O’Dwyer
Data Entry & Analysis Cont. 
Set up your data set 
Each item in your survey should have its own 
variable. 
Each variable needs: Name, Type, Label, Values, 
Missing, Measure 
Your dataset should be detailed enough that 
someone else could run your analyses without any 
additional info about the variables.
This is the dataset from my survey… 
If you create scale scores, you should always recode/transform into new/different 
variables. If your data set is too big, you can create a new dataset with just the scale 
scores, but NEVER completely delete the item level data!
Data Entry & Analysis Cont. 
Enter your data 
Depending on your sample size, you should also 
double check or double enter 20% to check accuracy 
of data entry 
Prepare your data set 
Check for missing data 
Check for extreme values 
Check for implausible response patterns 
Create scale scores (SAVE ALL SYNTAX) 
Check internal consistency of scale scores
Good data preparation is the academic equivalent of 
‘Measure Twice, Cut Once’ 
Don’t skimp. Be prepared for data prep to take longer than data analysis. And never 
delete or modify data without (a) a good reason & (b) keeping a copy.
Data Entry & Analysis Cont. 
Analysis 
Should be guided by your objectives and 
research questions 
Common techniques in survey research are: 
descriptives, frequencies, chi-square, t-tests, and 
regressions 
More advanced techniques include: factor 
analysis and structural equation modeling
Step Nine: Reporting 
Methods Section 
– Brief description of each scale (including number of items, range 
of scores and direction) 
– Reference original scale article 
– Internal consistency as reported previously 
– Internal consistency in your sample 
– Method of imputation (if applicable) 
Analysis Section 
– Cronbach’s alpha 
– Descriptive analyses 
– Univariate analyses 
– Multivariate analyses
Reporting Cont. 
Results Section 
– Response rate 
– Descriptive findings 
– Univariate findings 
– Multivariate findings
How I reported my survey… 
O’Dwyer, Moyle, Zimmer-Gembeck & De Leo.(2013). 
Suicidal ideation in family careres of people 
with dementia: A pilot study. 
International Journal of Geriatric Psychiatry, 
11, 1182-1188.
A Note on Online Surveys 
Advantages 
• No postage 
• No data 
entry 
• Increased 
anonymity 
Disadvantages 
• Sample bias 
• Missing data 
• Duplicates 
• Ineligible/imp 
lausible 
Recommendation: Make your survey 
available in both formats (paper/online) 
and give people the choice, but consider 
any differences in your analysis.
If you work through these steps, there’s a 
reasonable chance you’ll end up with 
a good survey. 
But who wants a good survey, when you can 
have a great survey? 
And that’s where The Art comes in…
The Art
Recruitment 
What would appeal to you?
An appealing headline, 
but a not so appealing study….
Recruitment Cont. 
What information is NOT necessary? 
The goal is to get people to call or click on the link, 
everything else can come later 
Make it personal 
In my work I include a photo & brief bio of each of the 
team members on the information sheet 
Be available and return calls promptly 
If you don’t respect a participant’s time, why should 
they respect yours?
Format 
Group like scales/questions together 
Modify instructions to suit your objective/sample 
Leave lots of white space 
Make sure font size & colour are appropriate 
In scales with more than 4 items, highlight 
every second one
Format Cont. 
If questions break over a page or screen, provide 
response options again 
If you ask an open question, leave enough space for the 
response 
Online: Let participants know how much they have left 
Online: Check layout on laptops and different browsers
Aesthetics / Design 
DO NOT photocopy scales from journal articles 
and staple them together!!!! 
Make your survey pleasing to the eye 
If it doesn’t look like you care, why should your participants? 
Good design does not have to be expensive 
Try using Tables in Word, but making the lines invisible
Other Tips 
Consider providing reminders at regular 
intervals after the survey is administered 
Offer telephone support for people who may 
otherwise be unable to complete the survey 
Practice calculated acts of kindness
Calculated Acts of Kindness 
A calculated act of kindness is an act that benefits both 
parties. A bit like giving a lollipop to a child you are about to 
vaccinate.
A few of the calculated acts of kindness from my survey… 
‘Take a break’ page in middle of survey, with a 
teabag & sugar sachet stapled in 
Hand-written ‘Thank-You’ cards 
Hand-written cover notes 
Hand-addressed envelopes 
List of resources
A Note on Calculated Acts 
of Kindness 
They are a way to acknowledge that you are the only 
person for whom this survey is a priority 
They are about recognising that being a decent human 
being and being a researcher are not mutually exclusive 
They improve response rates and reduce missing data 
They support research more generally, as participants 
who have a positive experience with you are much more 
likely to volunteer again. Consider it good research 
karma. 
If you don’t have time to practice them, you don’t have 
time to do the survey!!!
A Checklist for the Perfect Survey 
 Identify objectives 
 Define key terms 
 Select questions 
 Prepare survey instrument (Don’t forget The Art) 
 Pilot test and refine 
 Prepare and submit relevant ethics documents (including 
information sheet and consent form, if required) 
 Administer survey (Don’t forget Calculated Acts of 
Kindness!) 
 Preparing data (Don’t skimp here!) 
 Analyse data 
 Report results

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The Art and Science of Survey Research

  • 1. The Art and Science of Survey Research
  • 2. What is a survey? Surveys are a bit like porn – hard to define, but you know one when you see one!
  • 3. But if you want to be all academic about it… A survey is “a systematic method for collecting information from or about people to describe, compare or explain – in a quantitative way - their knowledge, attitudes, experiences, and behaviours” -adapted from Fink, 2003 & Groves et al., 2004 This presentation will focus on self-administered, cross-sectional surveys, analysed in SPSS
  • 4. You should use a survey when you want to… Ask about knowledge, attitudes, behaviours or experiences (“stuff”) on a larger scale Ask about stuff in a standardized way Quantify stuff Focus on self-report Allow participants to be anonymous
  • 5. Once You’ve Decided on a Survey, You’ll Need to Consider… The Science (what you just have to do) & The Art (what you’ll do if you’re passionate about good research)
  • 7. Step One Identify the objectives of your study
  • 8. Here are the objectives from one of my surveys… Identify the rate of suicidal ideation in family carers of people with dementia Identify the factors associated with suicide risk and resilience in this group Explore differences in suicidal ideation (& risk/resilience factors) between carers with different demographic profiles
  • 9. Step Two Define the key concepts in your objectives
  • 10. Here are the key concepts from my objectives… SUICIDAL IDEATION: having considered killing yourself or having attempted suicide FAMILY CARERS: the primary carer for a family member with dementia who is at home, in care, or has recently passed away
  • 11. RISK: factors identified in the literature e.g. depression, hopelessness, RESILIENCE: factors identified in the literature e.g. physical health, optimism, social support DEMOGRAPHIC PROFILES: age, gender, relationship to PWD, urban/rural, ethnicity, sexuality
  • 12. Step Three: Select Questions Demographic questions Best adopted from large bodies (ABS, AIHW, CDC etc) or previous studies in your field This allows you to compare the demographics of your sample with population level data or previous research Some people put demographic questions at the end of a survey. Always put them at the beginning! That way, if people don’t finish you can at least compare the demographic data of completers vs non-completers.
  • 13. A Note on Scales In most surveys, the main questions will take the form of scales. A scale is a group of questions (usually referred to as items) that address the same topic and are added together to give a single score that reflects the construct/concept of interest. Scales are useful when multiple factors contribute to an overall concept & when you are unlikely to get a reliable response from a single question (e.g. Are you depressed?)
  • 14. A Note on Scales Cont. In most surveys, you’ll have one scale for each concept/outcome of interest. In my research I had one scale each for: depression, anxiety, suicidal ideation, physical health, social support etc Your choice of scales should be informed by your literature review. Scale creation is a science in itself, so unless there is good reason, steer clear of creating your own.
  • 15. Step Three Cont. For your key concepts, choose scales that: Are informed by your literature review Are reliable Have been validated Are appropriate for your population Have clear scoring instructions Are publicly available (or within your budget)
  • 16. A Note on Reliability Test-retest Consistency over time, or the extent to which a question or scale will produce the same result for the same person if repeated under the same conditions. Anything over 0.8 is good. Internal consistency How well the items of a scale go together or can be considered to reflect the same construct/concept. Anything over 0.6 is acceptable and over 0.8 is good. But over 0.95 may indicate too much overlap or redundant items.
  • 17. A Note on Validity Content validity The extent to which a scale represents all the facets of a given concept. Face validity The extent to which a scale looks like it’s measuring what you tell participants it’s measuring. Convergent validity The extent to which scores on this measure align with scores on measures of related concepts Divergent (or discriminant) validity The extent to which scores on this measure differ from scores on measures of unrelated or opposing concepts
  • 18. Summarising Steps One to Three Objective: Key term: Measure/Scale 1: Source/Reference: Reliability: Validity: Scoring: Previous Use: Availability: Measure/Scale 2: Source/Reference: Reliability: Validity: Scoring: Previous Use: Availability: Create a document that looks like this… If you can’t fill in all the blanks, you either don’t have a clear idea of what you want to measure or the scales you have selected are not appropriate.
  • 19. Step Four: Pilot testing Gather together a small group of people & ask them to complete the survey as if they were a participant. They should pay attention to the following… Are the instructions clear? Do the questions make sense? Are the response options sufficient/appropriate? Are skips easy to follow? How long did it take to complete? Do they understand how to complete/save/return the survey? You should revise your survey accordingly, but do not change scales that have already been validated.
  • 20. Step Five: Sampling A good sample is a miniature version of the population you are researching. Inclusion criteria: Who do you want? Exclusion criteria: Who don’t you want?
  • 21. Here are the exclusion criteria from my survey… Excluded: • Paid carers • Non-primary family carers • Caring for someone with a condition other than dementia • Person with dementia deceased more than 2 years ago • Unable to read and write English
  • 22. Sampling Cont. How many do you need? This should be informed by the existing literature and an understanding of the impact of power on your analyses How many will you have to approach? This is always more than the number you need How long is this likely to take? Take your answer to this question, double it, and add three months
  • 23. My recent experience… Wanted: 1500 After 12 months of extensive recruitment…. Got: 566
  • 24. Step Six: Ethics How will participants provide informed consent? Are there any risks to completing your survey? How will you manage these? How will you ensure participant anonymity?
  • 25. Step Seven: Administer Your Survey This is the easy part!
  • 26. Step Eight: Data Entry and Analysis Set up your data set
  • 27. A thing of beauty is a joy forever -Keats An ugly dataset is a pain in the arse forever -O’Dwyer
  • 28. Data Entry & Analysis Cont. Set up your data set Each item in your survey should have its own variable. Each variable needs: Name, Type, Label, Values, Missing, Measure Your dataset should be detailed enough that someone else could run your analyses without any additional info about the variables.
  • 29. This is the dataset from my survey… If you create scale scores, you should always recode/transform into new/different variables. If your data set is too big, you can create a new dataset with just the scale scores, but NEVER completely delete the item level data!
  • 30. Data Entry & Analysis Cont. Enter your data Depending on your sample size, you should also double check or double enter 20% to check accuracy of data entry Prepare your data set Check for missing data Check for extreme values Check for implausible response patterns Create scale scores (SAVE ALL SYNTAX) Check internal consistency of scale scores
  • 31. Good data preparation is the academic equivalent of ‘Measure Twice, Cut Once’ Don’t skimp. Be prepared for data prep to take longer than data analysis. And never delete or modify data without (a) a good reason & (b) keeping a copy.
  • 32. Data Entry & Analysis Cont. Analysis Should be guided by your objectives and research questions Common techniques in survey research are: descriptives, frequencies, chi-square, t-tests, and regressions More advanced techniques include: factor analysis and structural equation modeling
  • 33. Step Nine: Reporting Methods Section – Brief description of each scale (including number of items, range of scores and direction) – Reference original scale article – Internal consistency as reported previously – Internal consistency in your sample – Method of imputation (if applicable) Analysis Section – Cronbach’s alpha – Descriptive analyses – Univariate analyses – Multivariate analyses
  • 34. Reporting Cont. Results Section – Response rate – Descriptive findings – Univariate findings – Multivariate findings
  • 35. How I reported my survey… O’Dwyer, Moyle, Zimmer-Gembeck & De Leo.(2013). Suicidal ideation in family careres of people with dementia: A pilot study. International Journal of Geriatric Psychiatry, 11, 1182-1188.
  • 36. A Note on Online Surveys Advantages • No postage • No data entry • Increased anonymity Disadvantages • Sample bias • Missing data • Duplicates • Ineligible/imp lausible Recommendation: Make your survey available in both formats (paper/online) and give people the choice, but consider any differences in your analysis.
  • 37. If you work through these steps, there’s a reasonable chance you’ll end up with a good survey. But who wants a good survey, when you can have a great survey? And that’s where The Art comes in…
  • 39. Recruitment What would appeal to you?
  • 40. An appealing headline, but a not so appealing study….
  • 41. Recruitment Cont. What information is NOT necessary? The goal is to get people to call or click on the link, everything else can come later Make it personal In my work I include a photo & brief bio of each of the team members on the information sheet Be available and return calls promptly If you don’t respect a participant’s time, why should they respect yours?
  • 42. Format Group like scales/questions together Modify instructions to suit your objective/sample Leave lots of white space Make sure font size & colour are appropriate In scales with more than 4 items, highlight every second one
  • 43. Format Cont. If questions break over a page or screen, provide response options again If you ask an open question, leave enough space for the response Online: Let participants know how much they have left Online: Check layout on laptops and different browsers
  • 44. Aesthetics / Design DO NOT photocopy scales from journal articles and staple them together!!!! Make your survey pleasing to the eye If it doesn’t look like you care, why should your participants? Good design does not have to be expensive Try using Tables in Word, but making the lines invisible
  • 45. Other Tips Consider providing reminders at regular intervals after the survey is administered Offer telephone support for people who may otherwise be unable to complete the survey Practice calculated acts of kindness
  • 46. Calculated Acts of Kindness A calculated act of kindness is an act that benefits both parties. A bit like giving a lollipop to a child you are about to vaccinate.
  • 47. A few of the calculated acts of kindness from my survey… ‘Take a break’ page in middle of survey, with a teabag & sugar sachet stapled in Hand-written ‘Thank-You’ cards Hand-written cover notes Hand-addressed envelopes List of resources
  • 48. A Note on Calculated Acts of Kindness They are a way to acknowledge that you are the only person for whom this survey is a priority They are about recognising that being a decent human being and being a researcher are not mutually exclusive They improve response rates and reduce missing data They support research more generally, as participants who have a positive experience with you are much more likely to volunteer again. Consider it good research karma. If you don’t have time to practice them, you don’t have time to do the survey!!!
  • 49. A Checklist for the Perfect Survey  Identify objectives  Define key terms  Select questions  Prepare survey instrument (Don’t forget The Art)  Pilot test and refine  Prepare and submit relevant ethics documents (including information sheet and consent form, if required)  Administer survey (Don’t forget Calculated Acts of Kindness!)  Preparing data (Don’t skimp here!)  Analyse data  Report results

Editor's Notes

  1. HANDOUT