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Evolution of the
American Trends Panel
Nick Bertoni Courtney Kennedy
Panel Manager Director of Survey Research
AAPOR 75th Annual Conference
2
Pew Research Center’s path to an online panel
• For 20 years, we were an RDD telephone polling organization
• We created our online “American Trends Panel” in 2014 and just
finished fielding our 68th panel survey
• This talk will draw on our experiences with the ATP and highlight
some important changes over the years
3
• National probability-based sample of adults who take surveys for us
• Created in 2014
• 100% online survey administration
• Non-internet households are provided tablets and data plan
• We conduct 1 to 2 surveys per month, either 8- or 15-min long
• $5 to $20 for each survey
• Primary platform for Center domestic data collection
American Trends Panel Overview
BUILDING THE ATP
June 11, 2020 4
5
ATP Establishment, Enhancement and
Expansion
6
ATP Establishment, Enhancement and
Expansion
7
ATP Establishment, Enhancement and
Expansion
8
ATP Establishment, Enhancement and
Expansion
9
ATP Establishment, Enhancement and
Expansion
10
ATP Establishment, Enhancement and
Expansion
RECRUITMENT MODE – FROM RDD TO ABS
June 11, 2020 11
12
Changing recruitment from RDD to ABS
• ATP was initially recruited at the end of RDD polls in 2014 and 2015
• One limitation of this approach is that the cumulative response rate to
panel surveys was 2%
• In 2017 we had a dedicated RDD recruitment survey
• Starting in 2018 we switched to ABS recruitment
10% Response rate to recruitment surveys
X 50% Agreement to join panel among recruitment respondents
X 55% Panelists active at the start of the wave
X 77% Wave-level response rate
2% Cumulative response rate for ATP wave
13
Changing recruitment from RDD to ABS
• When we switched to recruiting via ABS, we saw notable
improvement
Recruitment
Recruitmen
t survey
AAPOR
RR3
% of recruitment
survey respondents
agreeing to join the
panel
2017 RDD
Design
10% 50%
14
Changing recruitment from RDD to ABS
• When we switched to recruiting via ABS, we saw notable
improvement
Recruitment
Recruitmen
t survey
AAPOR
RR3
% of recruitment
survey respondents
agreeing to join the
panel
2017 RDD
Design
10% 50%
2018 ABS Design 12% 94%
15
Changing recruitment from RDD to ABS
• When we switched to recruiting via ABS, we saw notable
improvement
Lower response rate and panel agreement rate in 2019 attributed to targeted recruitment of
Hispanic and non-internet households
Recruitment
Recruitmen
t survey
AAPOR
RR3
% of recruitment
survey respondents
agreeing to join the
panel
2017 RDD
Design
10% 50%
2018 ABS Design 12% 94%
2019 ABS Design 11% 80%
16
Changing recruitment from RDD to ABS
• Now our cumulative response rate looks like this
10% 11% Response rate to recruitment surveys
X 50% 79% Agreement to join panel among recruitment respondents
X 55% 85% Panelists active at the start of the wave
X 77% 77% Wave-level response rate
2% 6% Cumulative response rate for ATP wave
17
Changing recruitment from RDD to ABS
• Now our cumulative response rate looks like this
• To be sure, it’s still low.
• And, yes, Montaquila and Brick saw this pattern 10 years ago in
NHES!
• But as the ABS-recruits become a larger and larger share of the
panel and as we refine the ABS protocol and improve the recruitment
response rate…
10% 11% Response rate to recruitment surveys
X 50% 79% Agreement to join panel among recruitment respondents
X 55% 85% Panelists active at the start of the wave
X 77% 77% Wave-level response rate
2% 6% Cumulative response rate for ATP wave
18
Changing recruitment from RDD to ABS
• In time it may be possible to get a cumulative response rate more
likely 15% even without an in-person recruitment stage
• This would provide a clearer, more compelling distinction between
probability-based versus opt-in online polls
Even more importantly, ABS yielded a more representative sample
10% 11% 25% Response rate to recruitment surveys
X 50% 79% 94% Agreement to join panel among recruitment
respondents
X 55% 85% 85% Panelists active at the start of the wave
X 77% 77% 77% Wave-level response rate
2% 6% 15% Aspirational cumulative response rate
19
Changing recruitment from RDD to ABS
• The ABS recruited sample was closer to population benchmarks on
virtually every dimension we measured
• It’s important to note that ABS oversampled based on commercial
flags for black, Hispanic, and age 18-24
(%) unweighted profile of ABS-recruited versus existing, RDD-recruited panelists
INTERVIEW MODE – FROM MAIL TO WEB
June 11, 2020 20
WHY USE MAIL MODE TO BEGIN WITH?
June 11, 2020 21
June 11, 2020 22
Coverage
• Not everyone uses the internet
• Those who do not use the internet are different
than those who do
• Prefer to include non-internet households
23
Covering those without internet access
• There are three main approaches:
 Provide the technology and interview online
 Interview by telephone
 Interview by mail
• Selecting the optimal approach is a multi-dimensional problem
• We see at least six important dimensions
24
Covering those without internet access
Dimension
Provide
technology
Interview by
telephone
Interview by
mail
Cost Very expensive
Less
expensive(?)
Relatively
inexpensive
25
Covering those without internet access
Dimension
Provide
technology
Interview by
telephone
Interview by
mail
Cost Very expensive
Less
expensive(?)
Relatively
inexpensive
Representation of
non-internet adults
Weaker with
potential to
change panelists
Strong Strong
26
Covering those without internet access
Dimension
Provide
technology
Interview by
telephone
Interview by
mail
Cost Very expensive
Less
expensive(?)
Relatively
inexpensive
Representation of
non-internet adults
Weaker with
potential to
change panelists
Strong Strong
Mode effects risk? None Yes Minimal
27
Covering those without internet access
Dimension
Provide
technology
Interview by
telephone
Interview by
mail
Cost Very expensive
Less
expensive(?)
Relatively
inexpensive
Representation of
non-internet adults
Weaker with
potential to
change panelists
Strong Strong
Mode effects risk? None Yes Minimal
Possible to do
timely surveys?
Yes Yes No
28
Covering those without internet access
Dimension
Provide
technology
Interview by
telephone
Interview by
mail
Cost Very expensive
Less
expensive(?)
Relatively
inexpensive
Representation of
non-internet adults
Weaker with
potential to
change panelists
Strong Strong
Mode effects risk? None Yes Minimal
Possible to do
timely surveys?
Yes Yes No
Can do extensive
skips, fills,
rotations?
Yes Yes No
29
Covering those without internet access
Dimension
Provide
technology
Interview by
telephone
Interview by
mail
Cost Very expensive
Less
expensive(?)
Relatively
inexpensive
Representation of
non-internet adults
Weaker with
potential to
change panelists
Strong Strong
Mode effects risk? None Yes Minimal
Possible to do
timely surveys?
Yes Yes No
Can do extensive
skips, fills,
rotations?
Yes Yes No
Added risk of
programming error
No Yes Yes
30
Covering those without internet access
• Each solution has its limitations
• On the ATP, we started with the mail approach but switched in 2016
to providing the technology
• For us concerns about timeliness and mode effects are greater than
concerns about cost and somewhat reduced representation of the
non-internet population
• But this remains a difficult issue
CONVERTING THE PANELISTS – LOGISTICS AND
RESULTS
June 11, 2020 31
June 11, 2020 32
Conversion Protocol
• Advance letter to current mail mode panelists (N=574)
• Conversion call
• Inform panelists of the conversion from mail to web
• Determine internet access and/or device needs
• Ask to convert
• Obtain email if available, provide tablet with internet connection if
necessary
• Tablet gets configured and shipped by vendor
• Follow up call after panelists receive tablet
June 11, 2020 33
Conversion Stats
• Initial results of the Conversion Call were encouraging
Mail to Web Conversion Call
% of mail panelists that…
Percent
Agreed to convert 66
Refused to convert 25
Non-contact 8
N 574
Source: Mail to Web Conversion Call survey conducted 4/11/2016-
1/4/2017. Results do not add up to 100 due to rounding.
PEW RESEARCH CENTER
June 11, 2020 34
Conversion Stats
• If only it ended at the Conversion Call
Mail to Web Conversion
% of mail panelists that…
Percent
Refused after initially
agreeing to convert 3
Refused after receiving the
tablet 12
Received the tablet but never
participated 9
Participated at first but then
disappeared 2
Note: Percent shown is of total attempted to convert (N=574)
PEW RESEARCH CENTER
June 11, 2020 35
Conversion Stats
• When all of the dust settled
Mail to Web Conversion
% of mail panelists that…
Percent
Agreed to convert 41
Refused to convert 59
N 574
Source: Mail to Web Conversion.
PEW RESEARCH CENTER
June 11, 2020 36
Composition of the Panel:
No Observed Differences
• We observed no statistically significant difference in sample
composition of the panel pre- and post-conversion for several key
areas
Sex Political ideology
Race/Ethnicity Follow politics
Party ID Follow news
Voter registration Religious attendance
June 11, 2020 37
Composition of the Panel:
Internet Use
• A smaller proportion of the panel are non-internet users after the
conversion
6
2
0
1
2
3
4
5
6
7
8
9
10
Non-internet user
Before conversion After conversion
%
(N=4,563) (N=4,248)
June 11, 2020 38
Composition of the Panel:
Education
• A smaller proportion of the panel has HS or less education after the
conversion
%
18
33
49
15
32
52
0
10
20
30
40
50
60
70
80
HS or less Some college College+
Before conversion After conversion
(N=4,563) (N=4,248)
June 11, 2020 39
Contact Information
Nick Bertoni
Panel Manager
nbertoni@pewresearch.org

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Evolution of the American Trends Panel

  • 1. Evolution of the American Trends Panel Nick Bertoni Courtney Kennedy Panel Manager Director of Survey Research AAPOR 75th Annual Conference
  • 2. 2 Pew Research Center’s path to an online panel • For 20 years, we were an RDD telephone polling organization • We created our online “American Trends Panel” in 2014 and just finished fielding our 68th panel survey • This talk will draw on our experiences with the ATP and highlight some important changes over the years
  • 3. 3 • National probability-based sample of adults who take surveys for us • Created in 2014 • 100% online survey administration • Non-internet households are provided tablets and data plan • We conduct 1 to 2 surveys per month, either 8- or 15-min long • $5 to $20 for each survey • Primary platform for Center domestic data collection American Trends Panel Overview
  • 11. RECRUITMENT MODE – FROM RDD TO ABS June 11, 2020 11
  • 12. 12 Changing recruitment from RDD to ABS • ATP was initially recruited at the end of RDD polls in 2014 and 2015 • One limitation of this approach is that the cumulative response rate to panel surveys was 2% • In 2017 we had a dedicated RDD recruitment survey • Starting in 2018 we switched to ABS recruitment 10% Response rate to recruitment surveys X 50% Agreement to join panel among recruitment respondents X 55% Panelists active at the start of the wave X 77% Wave-level response rate 2% Cumulative response rate for ATP wave
  • 13. 13 Changing recruitment from RDD to ABS • When we switched to recruiting via ABS, we saw notable improvement Recruitment Recruitmen t survey AAPOR RR3 % of recruitment survey respondents agreeing to join the panel 2017 RDD Design 10% 50%
  • 14. 14 Changing recruitment from RDD to ABS • When we switched to recruiting via ABS, we saw notable improvement Recruitment Recruitmen t survey AAPOR RR3 % of recruitment survey respondents agreeing to join the panel 2017 RDD Design 10% 50% 2018 ABS Design 12% 94%
  • 15. 15 Changing recruitment from RDD to ABS • When we switched to recruiting via ABS, we saw notable improvement Lower response rate and panel agreement rate in 2019 attributed to targeted recruitment of Hispanic and non-internet households Recruitment Recruitmen t survey AAPOR RR3 % of recruitment survey respondents agreeing to join the panel 2017 RDD Design 10% 50% 2018 ABS Design 12% 94% 2019 ABS Design 11% 80%
  • 16. 16 Changing recruitment from RDD to ABS • Now our cumulative response rate looks like this 10% 11% Response rate to recruitment surveys X 50% 79% Agreement to join panel among recruitment respondents X 55% 85% Panelists active at the start of the wave X 77% 77% Wave-level response rate 2% 6% Cumulative response rate for ATP wave
  • 17. 17 Changing recruitment from RDD to ABS • Now our cumulative response rate looks like this • To be sure, it’s still low. • And, yes, Montaquila and Brick saw this pattern 10 years ago in NHES! • But as the ABS-recruits become a larger and larger share of the panel and as we refine the ABS protocol and improve the recruitment response rate… 10% 11% Response rate to recruitment surveys X 50% 79% Agreement to join panel among recruitment respondents X 55% 85% Panelists active at the start of the wave X 77% 77% Wave-level response rate 2% 6% Cumulative response rate for ATP wave
  • 18. 18 Changing recruitment from RDD to ABS • In time it may be possible to get a cumulative response rate more likely 15% even without an in-person recruitment stage • This would provide a clearer, more compelling distinction between probability-based versus opt-in online polls Even more importantly, ABS yielded a more representative sample 10% 11% 25% Response rate to recruitment surveys X 50% 79% 94% Agreement to join panel among recruitment respondents X 55% 85% 85% Panelists active at the start of the wave X 77% 77% 77% Wave-level response rate 2% 6% 15% Aspirational cumulative response rate
  • 19. 19 Changing recruitment from RDD to ABS • The ABS recruited sample was closer to population benchmarks on virtually every dimension we measured • It’s important to note that ABS oversampled based on commercial flags for black, Hispanic, and age 18-24 (%) unweighted profile of ABS-recruited versus existing, RDD-recruited panelists
  • 20. INTERVIEW MODE – FROM MAIL TO WEB June 11, 2020 20
  • 21. WHY USE MAIL MODE TO BEGIN WITH? June 11, 2020 21
  • 22. June 11, 2020 22 Coverage • Not everyone uses the internet • Those who do not use the internet are different than those who do • Prefer to include non-internet households
  • 23. 23 Covering those without internet access • There are three main approaches:  Provide the technology and interview online  Interview by telephone  Interview by mail • Selecting the optimal approach is a multi-dimensional problem • We see at least six important dimensions
  • 24. 24 Covering those without internet access Dimension Provide technology Interview by telephone Interview by mail Cost Very expensive Less expensive(?) Relatively inexpensive
  • 25. 25 Covering those without internet access Dimension Provide technology Interview by telephone Interview by mail Cost Very expensive Less expensive(?) Relatively inexpensive Representation of non-internet adults Weaker with potential to change panelists Strong Strong
  • 26. 26 Covering those without internet access Dimension Provide technology Interview by telephone Interview by mail Cost Very expensive Less expensive(?) Relatively inexpensive Representation of non-internet adults Weaker with potential to change panelists Strong Strong Mode effects risk? None Yes Minimal
  • 27. 27 Covering those without internet access Dimension Provide technology Interview by telephone Interview by mail Cost Very expensive Less expensive(?) Relatively inexpensive Representation of non-internet adults Weaker with potential to change panelists Strong Strong Mode effects risk? None Yes Minimal Possible to do timely surveys? Yes Yes No
  • 28. 28 Covering those without internet access Dimension Provide technology Interview by telephone Interview by mail Cost Very expensive Less expensive(?) Relatively inexpensive Representation of non-internet adults Weaker with potential to change panelists Strong Strong Mode effects risk? None Yes Minimal Possible to do timely surveys? Yes Yes No Can do extensive skips, fills, rotations? Yes Yes No
  • 29. 29 Covering those without internet access Dimension Provide technology Interview by telephone Interview by mail Cost Very expensive Less expensive(?) Relatively inexpensive Representation of non-internet adults Weaker with potential to change panelists Strong Strong Mode effects risk? None Yes Minimal Possible to do timely surveys? Yes Yes No Can do extensive skips, fills, rotations? Yes Yes No Added risk of programming error No Yes Yes
  • 30. 30 Covering those without internet access • Each solution has its limitations • On the ATP, we started with the mail approach but switched in 2016 to providing the technology • For us concerns about timeliness and mode effects are greater than concerns about cost and somewhat reduced representation of the non-internet population • But this remains a difficult issue
  • 31. CONVERTING THE PANELISTS – LOGISTICS AND RESULTS June 11, 2020 31
  • 32. June 11, 2020 32 Conversion Protocol • Advance letter to current mail mode panelists (N=574) • Conversion call • Inform panelists of the conversion from mail to web • Determine internet access and/or device needs • Ask to convert • Obtain email if available, provide tablet with internet connection if necessary • Tablet gets configured and shipped by vendor • Follow up call after panelists receive tablet
  • 33. June 11, 2020 33 Conversion Stats • Initial results of the Conversion Call were encouraging Mail to Web Conversion Call % of mail panelists that… Percent Agreed to convert 66 Refused to convert 25 Non-contact 8 N 574 Source: Mail to Web Conversion Call survey conducted 4/11/2016- 1/4/2017. Results do not add up to 100 due to rounding. PEW RESEARCH CENTER
  • 34. June 11, 2020 34 Conversion Stats • If only it ended at the Conversion Call Mail to Web Conversion % of mail panelists that… Percent Refused after initially agreeing to convert 3 Refused after receiving the tablet 12 Received the tablet but never participated 9 Participated at first but then disappeared 2 Note: Percent shown is of total attempted to convert (N=574) PEW RESEARCH CENTER
  • 35. June 11, 2020 35 Conversion Stats • When all of the dust settled Mail to Web Conversion % of mail panelists that… Percent Agreed to convert 41 Refused to convert 59 N 574 Source: Mail to Web Conversion. PEW RESEARCH CENTER
  • 36. June 11, 2020 36 Composition of the Panel: No Observed Differences • We observed no statistically significant difference in sample composition of the panel pre- and post-conversion for several key areas Sex Political ideology Race/Ethnicity Follow politics Party ID Follow news Voter registration Religious attendance
  • 37. June 11, 2020 37 Composition of the Panel: Internet Use • A smaller proportion of the panel are non-internet users after the conversion 6 2 0 1 2 3 4 5 6 7 8 9 10 Non-internet user Before conversion After conversion % (N=4,563) (N=4,248)
  • 38. June 11, 2020 38 Composition of the Panel: Education • A smaller proportion of the panel has HS or less education after the conversion % 18 33 49 15 32 52 0 10 20 30 40 50 60 70 80 HS or less Some college College+ Before conversion After conversion (N=4,563) (N=4,248)
  • 39. June 11, 2020 39 Contact Information Nick Bertoni Panel Manager nbertoni@pewresearch.org

Notes de l'éditeur

  1. Panelists get paid for the surveys they take at a rate of $20 per 30 minutes (and proportionately less if a survey is shorter)
  2. Panelists get paid for the surveys they take at a rate of $20 per 30 minutes (and proportionately less if a survey is shorter)
  3. Panelists get paid for the surveys they take at a rate of $20 per 30 minutes (and proportionately less if a survey is shorter)
  4. NHES: National HH Education Survey
  5. NHES: National HH Education Survey
  6. In my view there are several main dimensions to this…COST
  7. In my view there are several main dimensions to this…COST
  8. In my view there are several main dimensions to this…COST
  9. In my view there are several main dimensions to this…COST
  10. In my view there are several main dimensions to this…COST
  11. In my view there are several main dimensions to this…COST
  12. Panelists get paid for the surveys they take at a rate of $20 per 30 minutes (and proportionately less if a survey is shorter)