SlideShare a Scribd company logo
1 of 8
Not just one… 
… but MANY Alexs! 
Personalising the approach 
to engagement and 
response analysis in 
online consumer panels 
advances of model proposal
Background 
● online panellist more difficult to get 
■ panellist becoming ‘extinct’? 
● increasing costs invite new approaches 
● response & engagement as quality issue 
some online references about this topic: 
❖ Gittelman & Trimarchi (quirks article) http://www.quirks.com/articles/2010/20101108.aspx 
❖ Future Access Panels (quirks article) http://www.quirks.com/articles/2010/20101107.aspx 
❖ Greenbook Blog (article) http://www.greenbookblog.org/2012/03/06/access-panel-recruitment-the-real-dirty-secret-2/ 
❖ Matt Warta (post) http://blog.gutcheckit.com/what-does-the-future-hold-for-market-research-online-communities-mrocs
Engagement: Eternal Issue (1) 
● widely accepted belief: to improve 
their responsiveness / engagement, 
respondents should be known 
○ The more, the better… 
● it is about finding ways to: 
○ facilitate the engagement / response 
process 
○ persuade the respondent to act in certain 
way
Engagement: Eternal Issue (2) 
● battle fronts in the online era: 
○ Technological 
■ increasing costs tackled with tech… 
● eg. routing, fishing 
○ eg. effect of routing 
○ Humanistic 
■ a call for respondents’ personalisation 
● a classic: “The Anonymous Elect” (A. Postoaca) 
■ begun with direct marketing methods… 
■ … through customisation & UX … 
■ … while evolving more eCRM-like formulations 
● eg. Lightspeed GMI looking for CRM’er (Nov 14)
Typifying the Panellists 
● An old issue… 
■ Eg Edgerton, Britt and Norman (1947) 
● some industry-related studies: 
■ Postoaca’s studies (IPSOS, ESOMAR) 
■ Faber (internet article) 
■ Bruggen et al (internet article) 
● from respondents thru profiles to 
“personas”? 
■ a more comprehensive response analysis: 
● more demographical, utilitarian and motivational
Example of an exercise of the 
multidimensional approach 
● “Using simulations for consumer panel 
operations analysis” (link) 
○ An artificial (simulated) consumer panel 
■ previous evidences: Neslin et al (abstract) 
○ Simulation of panellist’s response dynamics 
○ Evaluation of effects of response diversity 
and dynamics on panel provider operations
Panellist’s behavioural model 
(sketched) 
Loyalty (desire to 
stay) 
- Comparison with other 
panels 
- Quality of service and other 
perceived rewards 
- Satisfaction; Joy; “What is 
there for me?” 
- Tenure (proxy) 
Response (desire to initiate 
and continue) 
- Size and type of reward per survey 
- Questionnaire length 
- Quality of present and previous 
questionnaire experience 
- Topic, Frequency 
Effort (“maximum per 
week”; “yield”) 
- `Planned´dedication time and 
budget; Necessity, Availability 
- Channel, Presentation (Exposure; 
Accessibility) 
- Season or other external events 
All proposed variables 
could interact to define 
the response rate model
Remarks 
● Simple formulations are preferred, but 
the dynamic is actually a complex one 
● CRM in panel providers and the future of 
response and engagement analysis 
○ Is CRM having an influence in panel 
m´gment? 
○ Main contribution to panel performance 
AND quality of research? 
● Simulation projects 
○ Can they help performance analysis? 
○ Gains for CRM´ers and Analysts? 
○ Gains for clients?

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Consumer panels, engagement and response

  • 1. Not just one… … but MANY Alexs! Personalising the approach to engagement and response analysis in online consumer panels advances of model proposal
  • 2. Background ● online panellist more difficult to get ■ panellist becoming ‘extinct’? ● increasing costs invite new approaches ● response & engagement as quality issue some online references about this topic: ❖ Gittelman & Trimarchi (quirks article) http://www.quirks.com/articles/2010/20101108.aspx ❖ Future Access Panels (quirks article) http://www.quirks.com/articles/2010/20101107.aspx ❖ Greenbook Blog (article) http://www.greenbookblog.org/2012/03/06/access-panel-recruitment-the-real-dirty-secret-2/ ❖ Matt Warta (post) http://blog.gutcheckit.com/what-does-the-future-hold-for-market-research-online-communities-mrocs
  • 3. Engagement: Eternal Issue (1) ● widely accepted belief: to improve their responsiveness / engagement, respondents should be known ○ The more, the better… ● it is about finding ways to: ○ facilitate the engagement / response process ○ persuade the respondent to act in certain way
  • 4. Engagement: Eternal Issue (2) ● battle fronts in the online era: ○ Technological ■ increasing costs tackled with tech… ● eg. routing, fishing ○ eg. effect of routing ○ Humanistic ■ a call for respondents’ personalisation ● a classic: “The Anonymous Elect” (A. Postoaca) ■ begun with direct marketing methods… ■ … through customisation & UX … ■ … while evolving more eCRM-like formulations ● eg. Lightspeed GMI looking for CRM’er (Nov 14)
  • 5. Typifying the Panellists ● An old issue… ■ Eg Edgerton, Britt and Norman (1947) ● some industry-related studies: ■ Postoaca’s studies (IPSOS, ESOMAR) ■ Faber (internet article) ■ Bruggen et al (internet article) ● from respondents thru profiles to “personas”? ■ a more comprehensive response analysis: ● more demographical, utilitarian and motivational
  • 6. Example of an exercise of the multidimensional approach ● “Using simulations for consumer panel operations analysis” (link) ○ An artificial (simulated) consumer panel ■ previous evidences: Neslin et al (abstract) ○ Simulation of panellist’s response dynamics ○ Evaluation of effects of response diversity and dynamics on panel provider operations
  • 7. Panellist’s behavioural model (sketched) Loyalty (desire to stay) - Comparison with other panels - Quality of service and other perceived rewards - Satisfaction; Joy; “What is there for me?” - Tenure (proxy) Response (desire to initiate and continue) - Size and type of reward per survey - Questionnaire length - Quality of present and previous questionnaire experience - Topic, Frequency Effort (“maximum per week”; “yield”) - `Planned´dedication time and budget; Necessity, Availability - Channel, Presentation (Exposure; Accessibility) - Season or other external events All proposed variables could interact to define the response rate model
  • 8. Remarks ● Simple formulations are preferred, but the dynamic is actually a complex one ● CRM in panel providers and the future of response and engagement analysis ○ Is CRM having an influence in panel m´gment? ○ Main contribution to panel performance AND quality of research? ● Simulation projects ○ Can they help performance analysis? ○ Gains for CRM´ers and Analysts? ○ Gains for clients?