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Developing Integrated  Multi-Channel Compliance Programmes Len Starnes Head of Global E-Business  Primary Care, Bayer Schering Pharma
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Agenda
Basic assumption
Isolated channels SMS &  mobile Internet  & email Contact centre Case manager VAT Pack &  devices Direct  mail Patient
The integration of multiple  interventional channels is more  effective in reducing patient  non-compliance than the sum of  the impacts on non-compliance  produced by each of the channels  operating independently
Rationale… Integration provides more complete  and coherent knowledge of a  patient’s needs  Allowing earlier identification of  likelihood of non-compliance Thus enabling more appropriate and  more timely interventions to be made
Integration in practice Patient signs-up for ‘daily tips’ on  coping with SEs Patient calls asking  for advice about  a severe SE Patient downloads a PDF on SEs  management Application software accessed by a case manager All patient interactions and interventions logged Case manager alerted to SEs issue and makes appropriate interventions Secure patient  database Patient
__________________________________ Collection Integration U tilization Increase compliance Improve health OCs Increase QOL Benefits on 2 levels Personalized patient data __________________________________ Collection Integration Utilization Aggregated, annonymized patient data Improve knowledge of market dynamics and patients’ needs
Channel specifics
Channel efficacy 5 4 1 3 1 1 1 Patient's  decisional balance  (pros vs cons) 5 3 1 3 1 1 1 Socio-economic factors 5 3 3 3 3 1 1 Stage of disease 4 4 3 5 5 1 1 Disease and treatment information 5 4 3 3 3 3 1 Drug handling 5 4 3 3 3 3 1 Side-effects 1 4 4 2 1 5 5 Forgetfulness Nurse support Contact centre Voice automation technology Internet  & email Direct mail SMS & mobile Pack &  devices  
Channel triple constraints Efficacy Regulatory  freedom Cost
Behavioural modelling
Integrated systems can be made  smarter by incorporating constructs  from behavioural models such as the Transtheoretical Model of Change to enable them to identify a patient ’ s  ‘stage of readiness’ to become  non-compliant and to propose  stage-specific interventions
[object Object],[object Object],The key question is: how  smart should the system be?
The  business case
Develop a robust  business case ,[object Object],[object Object],[object Object]
Data protection and privacy
[object Object],[object Object],[object Object],[object Object],[object Object],A huge issue… but by no  means insurmountable
Putting it  all together
Health warning Integrated compliance projects are not for the faint-hearted
Programme objectives Reliably identifying a  patient’s risk status Ensuring the patient is  always on the corresponding interventional timeline Shifting the patient to  a lower risk status  and corresponding interventional timeline
Week 1 Week 2 Week 3 Week 5 Week 4 Week 1 Week 2 Week 3 Week 5 Week 4 Week 1 Week 2 Week 3 Week 5 Week 4 High  risk Low risk Medium  risk Interventions & timelines Visit Phone call Mailing
Establish a project team Project manager/owner (PM) Lead case manager Channel specialist(s) Medical & additional case managers Corporate Data Protection Officer Business analytics & finance IT functions External consultants Project management specialist IT professional  Core Extended External vendor
Creating the framework High-level scoping document Channel A Business  requirements  document Channel B Business  requirements  document Channel C Business  requirements  document TMC Business  requirements  document IT specifications document
Milestone tasks:  channel-specific business  requirements Internet www.brandx.yz Patient support area ,[object Object],[object Object],[object Object]
The business requirements document ‘ Records will be entered  into the system software when a patient orders  support material from the  brandx.yz patient support area’… Typical e-channel  functionality  statements ‘ Brandx patients will be  verified by matching data  from the existing patient  support database with  that extracted from the  brandx.yz database’.... ‘ All support material  requests will be alerted  to users’…
Milestone tasks:  behavioural modelling Transtheoretical Model of Change (TMC) widely used in health behaviour change interventions Used to predict likelihood of non-compliance and to provide guidance  on stage-specific interventions  TMC-based software programs can assist case managers such as call centre agents or nurse support staff James Prochaska
TMC integration options ,[object Object],[object Object]
Example Biogen Developed intelligent call centre counselling software based on a  TMC-predictive model* Probably of drop-out p = 1/(1 + e -z ) where z is an index derived from  4 patient-specific predictor variables: - Pros of treatment - Cons of treatment - Educational level - Disability * Berger BA et al, Journal of the American  Pharmacists Association, Vol 44, No 4 July/Aug 2004
Crucial sub-task: identification & ranking of risk factors           etc           etc           etc           Decisional balance           Depression           Educational level           Side-effects Relative ranking How important is the predictor relative to others? Practicality How practical is it to make an intervention? Impactability How much impact can we make on this predictor? Weight How strong a predictor of non-compliance is it? Is it  modifiable  Yes or no? Risk factor
Key algorithm inputs:  overall risk-factor weighting  RF1 20% RF3 10% RF2 25% RF4 30% RF5 15%
Milestone tasks: software selection, development and customization The good news IMCP software is essentially  the same as low-level CRM software The bad news It will almost certainly  require significant customization
Choices Heavyweights Proprietary Develop  from scratch Open Source
Using and accessing the system in practice Case manager: call centre agent Accesses system directly and continuously   Case manager: nurse Does the nurse have access  to the internet? Does the nurse use a laptop? If yes, does she take it on visits? Would the nurse prefer to use  an offline solution (PDA)?
The user interface ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Keep it simple
Other stuff… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Len Starnes ,[object Object],[object Object]

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Developing Integrated Multichannel Patient Relationship Management Programmes

  • 1. Developing Integrated Multi-Channel Compliance Programmes Len Starnes Head of Global E-Business Primary Care, Bayer Schering Pharma
  • 2.
  • 4. Isolated channels SMS & mobile Internet & email Contact centre Case manager VAT Pack & devices Direct mail Patient
  • 5. The integration of multiple interventional channels is more effective in reducing patient non-compliance than the sum of the impacts on non-compliance produced by each of the channels operating independently
  • 6. Rationale… Integration provides more complete and coherent knowledge of a patient’s needs Allowing earlier identification of likelihood of non-compliance Thus enabling more appropriate and more timely interventions to be made
  • 7. Integration in practice Patient signs-up for ‘daily tips’ on coping with SEs Patient calls asking for advice about a severe SE Patient downloads a PDF on SEs management Application software accessed by a case manager All patient interactions and interventions logged Case manager alerted to SEs issue and makes appropriate interventions Secure patient database Patient
  • 8. __________________________________ Collection Integration U tilization Increase compliance Improve health OCs Increase QOL Benefits on 2 levels Personalized patient data __________________________________ Collection Integration Utilization Aggregated, annonymized patient data Improve knowledge of market dynamics and patients’ needs
  • 10. Channel efficacy 5 4 1 3 1 1 1 Patient's decisional balance (pros vs cons) 5 3 1 3 1 1 1 Socio-economic factors 5 3 3 3 3 1 1 Stage of disease 4 4 3 5 5 1 1 Disease and treatment information 5 4 3 3 3 3 1 Drug handling 5 4 3 3 3 3 1 Side-effects 1 4 4 2 1 5 5 Forgetfulness Nurse support Contact centre Voice automation technology Internet & email Direct mail SMS & mobile Pack & devices  
  • 11. Channel triple constraints Efficacy Regulatory freedom Cost
  • 13. Integrated systems can be made smarter by incorporating constructs from behavioural models such as the Transtheoretical Model of Change to enable them to identify a patient ’ s ‘stage of readiness’ to become non-compliant and to propose stage-specific interventions
  • 14.
  • 15. The business case
  • 16.
  • 18.
  • 19. Putting it all together
  • 20. Health warning Integrated compliance projects are not for the faint-hearted
  • 21. Programme objectives Reliably identifying a patient’s risk status Ensuring the patient is always on the corresponding interventional timeline Shifting the patient to a lower risk status and corresponding interventional timeline
  • 22. Week 1 Week 2 Week 3 Week 5 Week 4 Week 1 Week 2 Week 3 Week 5 Week 4 Week 1 Week 2 Week 3 Week 5 Week 4 High risk Low risk Medium risk Interventions & timelines Visit Phone call Mailing
  • 23. Establish a project team Project manager/owner (PM) Lead case manager Channel specialist(s) Medical & additional case managers Corporate Data Protection Officer Business analytics & finance IT functions External consultants Project management specialist IT professional Core Extended External vendor
  • 24. Creating the framework High-level scoping document Channel A Business requirements document Channel B Business requirements document Channel C Business requirements document TMC Business requirements document IT specifications document
  • 25.
  • 26. The business requirements document ‘ Records will be entered into the system software when a patient orders support material from the brandx.yz patient support area’… Typical e-channel functionality statements ‘ Brandx patients will be verified by matching data from the existing patient support database with that extracted from the brandx.yz database’.... ‘ All support material requests will be alerted to users’…
  • 27. Milestone tasks: behavioural modelling Transtheoretical Model of Change (TMC) widely used in health behaviour change interventions Used to predict likelihood of non-compliance and to provide guidance on stage-specific interventions TMC-based software programs can assist case managers such as call centre agents or nurse support staff James Prochaska
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  • 29. Example Biogen Developed intelligent call centre counselling software based on a TMC-predictive model* Probably of drop-out p = 1/(1 + e -z ) where z is an index derived from 4 patient-specific predictor variables: - Pros of treatment - Cons of treatment - Educational level - Disability * Berger BA et al, Journal of the American Pharmacists Association, Vol 44, No 4 July/Aug 2004
  • 30. Crucial sub-task: identification & ranking of risk factors           etc           etc           etc           Decisional balance           Depression           Educational level           Side-effects Relative ranking How important is the predictor relative to others? Practicality How practical is it to make an intervention? Impactability How much impact can we make on this predictor? Weight How strong a predictor of non-compliance is it? Is it modifiable Yes or no? Risk factor
  • 31. Key algorithm inputs: overall risk-factor weighting RF1 20% RF3 10% RF2 25% RF4 30% RF5 15%
  • 32. Milestone tasks: software selection, development and customization The good news IMCP software is essentially the same as low-level CRM software The bad news It will almost certainly require significant customization
  • 33. Choices Heavyweights Proprietary Develop from scratch Open Source
  • 34. Using and accessing the system in practice Case manager: call centre agent Accesses system directly and continuously Case manager: nurse Does the nurse have access to the internet? Does the nurse use a laptop? If yes, does she take it on visits? Would the nurse prefer to use an offline solution (PDA)?
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  • 37.