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Complex Adaptive Systems as a
      Model for Evaluating
Organisational Change Caused
 by the Introduction of Health
      Information Systems
                         Kieren Diment1, Ping Yu1, Karin Garrety2,

1. Health Informatics Research Lab, Faculty of Informatics, University of Wollongong, NSW

2. School of Management, University of Wollongong, NSW


          PhD Scholarship funded by ARC Linkage Grant held by Dr Ping Yu:

       Introducing computer-based nursing documentation into residential aged care:
                          A multi-method evaluation of success
Study Focus:


Introduction of electronic nursing documentation
       into residential aged care facilities
Residential Aged Care (RAC)


• Physically and emotionally demanding work
• Most carers have limited computer experience
• Humanitarian/vocational occupation
   • not a way to get rich!
Study Sites
•   One management
    group (so far ...)
    • High Care
    • Low Care
    • Mixed Care
•   58 Interviews
    • Managers / Deputies (N=10)
    • Registered Nurses (N=9)
    • Enrolled Nurses (N=6)
    • Personal Care Workers (N=25)
    • Others (N=8)
     • Recreation Officers (N=5)
     • Physiotherapy Assistants (N=2)
     • Carer “promoted” to
        administration (1)
Additional Data
• Management meetings
   • Working group meetings
   • Research reporting meetings
   • RAC Software Industry
• Collaborative research
Evaluating Organisational
Change In the Nursing Home
               Management effects




                                    Interaction effects




Care effects                           Staff effects
Management effects




                                    Interaction effects




Care effects                           Staff effects
Understanding management effects
        are relatively straightforward




Management’s relationship with nursing documentation:
    • Need to retrieve information
    • Need complete information
    • Concern with resource use and availability
Other effects less so ...
                Management effects




                                     Interaction effects




Care effects                            Staff effects
Management effects
            Complex Adaptive Systems
                                                                            Interaction effects




        • “Systems with multiple elements adapting
           or reacting to the pattern these elements
         Care effects 1                       Staff effects
           create.”

1. Arthur, W. B. (1999). Complexity and the economy. Science, 284(5411), 107.
Understanding complexity
                       Management effects

     Intersects
 represent multiple
interacting elements                        Interaction effects




       Care effects                            Staff effects
Part of an Open System
External forces*:
    Political
   Economic
 Demographic
  Regulatory



 *In   no particular order
Part of an Open System ...
External forces:
    Political
   Economic
 Demographic
  Regulatory




Image © National Geographic
         Society


 Constant inputs from somewhat unpredictable external forces
Part of an Open System ...
External forces:                          Autonomous system
                                       reacting to its environment
    Political
   Economic
 Demographic
  Regulatory




Image © National Geographic
         Society


 Constant inputs from somewhat unpredictable external forces
Complex systems are
 not in equilibrium
•   Require a constant input of energy (aka
    resources) to retain their function
•   Change introduction will increase resource
    use
•   Energy use should plateau to an optimum
    post-change
Complex systems are
 not in equilibrium

• Understanding the flow of energy/resources
   • Helps us to optimise decision making
Is Aged Care eDoc
    Implementation complex?
•    Is the process rational (i.e. purely governed by logic?)
        •   i.e. Do we have a predetermined, optimum,
            logically derived set of objectives?1
•    Content versus Process - what we do versus how we
     do it?

1. After Macintosh, R, & Maclean, D. (1999) Conditioned emergence: A dissipative structures
   approach to transformation. Strategic Management Journal, 20(4), 297–316.
Examples of management systems
     governed by content:

       Assembly lines
     (Many) Call centres
Content driven systems:
         Tasks are clearly defined
Tasks are determined by fairly rigid scripts

Outcomes are deterministic      (Newtonian)

 Some aspects of RAC are mechanistic.
            Many are not.
RAC Duties
•   Although tasks are clearly defined, the high level of personal
    contact with clients and colleagues introduces complexity
•   Busy, demanding high productivity environment
•   Residents are in final years
     •   Frail and in pain.
     •   Will die (“pass on”) at end of care.
          •   Introduces requirement for high levels of sensitivity
              to workers’ environment.
RAC Duties


High levels of sensitivity require attention to
         process as well as content
This introduces complexity and unpredictability.
Entropy?

• In thermodynamics, entropy is the measure
  of the uniformity of distribution of energy
  in a system.
• In information theory, entropy is a
  (statistical) measure of the content of a
  communication (and has a unit called surprisal!)
Entropy?

• Non-equilibrium system requires input of
  resources (energy).
• Nursing homes require input of resources
  through funding, staffing and resident
  throughput.
Entropy?

• Initial input of resources for
  implementation:
  • IT infrastructure
  •   Training
       •
                          }
           Software use
                              quasi-independent
       •   Awareness
Entropy?
• Resources are obtained from:
     •   Funding

     •   Staffing

     •   Resident turnover

•   Outputs:
     •   Resident care
Entropy?

  Resource consumption before change




                                        }
     Resource input to start change
                                        Is there an optimum?
Resource consumption during change      Optimum efficiency
                                        Optimum effectiveness?

Resource consumption at end of change
Why Entropy?
       A useful metaphor/abstraction:

• As resources are consumed, results
  dissipate into the environment.
• The resources are consumed to a purpose
    • Not all resource allocation goes directly
      for intended purpose
Why Entropy?

    Can account for
  phenomena before
during and after change.
Why Entropy?


A metaphor for use with the systems view.
An Example
  Documentation strategy




Management/Carer interaction
Emergence of Nursing Documentation Specalist:
           A change in resource use.

   • Performs and co-ordinates assessments.
   • Gathers data from electronic or paper
     system.
   • Oversees and performs care planning.
   • Reduces doc load on other staff.
Emergence of Nursing Documentation Specalist:
           A change in resource use.


   • Gathers data from electronic or paper
     system.
      • Requires other users’ cooperation
         • And use of the system
Emergence of Nursing Documentation Specalist:
           A change in resource use.

   • Requires
    • working close to the floor
    • monitoring and delegation
   • Alternative:
    • Can be split between managers and
       registered nurses.
Conclusion
• The complexity approach allows us to focus
  on the systems view of the organisation.
• Focuses on resource input required to
  maintain state.
• Allows us to identify and evaluate multiple
  competing factors
• May be amenable to scenario simulation.
Part of an Open System ...




Image © National Geographic
         Society



 Constant inputs from somewhat unpredictable external forces
Part of an Open System ...




Image © National Geographic
                              Image © Creative Commons Rowen Atkinson http://www.flickr.com/photos/scttw
         Society


           Understand how to maintain appropriate control
                  in an unpredictable environment
Contact:

       kd21@uow.edu.au


http://www.uow.edu.au/~kd21/ace

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Complex Adaptive Systems as a Model for Evaluating Organisational Change Caused by the Introduction of Health Information Systems

  • 1. Complex Adaptive Systems as a Model for Evaluating Organisational Change Caused by the Introduction of Health Information Systems Kieren Diment1, Ping Yu1, Karin Garrety2, 1. Health Informatics Research Lab, Faculty of Informatics, University of Wollongong, NSW 2. School of Management, University of Wollongong, NSW PhD Scholarship funded by ARC Linkage Grant held by Dr Ping Yu: Introducing computer-based nursing documentation into residential aged care: A multi-method evaluation of success
  • 2. Study Focus: Introduction of electronic nursing documentation into residential aged care facilities
  • 3. Residential Aged Care (RAC) • Physically and emotionally demanding work • Most carers have limited computer experience • Humanitarian/vocational occupation • not a way to get rich!
  • 4. Study Sites • One management group (so far ...) • High Care • Low Care • Mixed Care
  • 5. 58 Interviews • Managers / Deputies (N=10) • Registered Nurses (N=9) • Enrolled Nurses (N=6) • Personal Care Workers (N=25) • Others (N=8) • Recreation Officers (N=5) • Physiotherapy Assistants (N=2) • Carer “promoted” to administration (1)
  • 6. Additional Data • Management meetings • Working group meetings • Research reporting meetings • RAC Software Industry • Collaborative research
  • 7. Evaluating Organisational Change In the Nursing Home Management effects Interaction effects Care effects Staff effects
  • 8. Management effects Interaction effects Care effects Staff effects
  • 9. Understanding management effects are relatively straightforward Management’s relationship with nursing documentation: • Need to retrieve information • Need complete information • Concern with resource use and availability
  • 10. Other effects less so ... Management effects Interaction effects Care effects Staff effects
  • 11. Management effects Complex Adaptive Systems Interaction effects • “Systems with multiple elements adapting or reacting to the pattern these elements Care effects 1 Staff effects create.” 1. Arthur, W. B. (1999). Complexity and the economy. Science, 284(5411), 107.
  • 12. Understanding complexity Management effects Intersects represent multiple interacting elements Interaction effects Care effects Staff effects
  • 13. Part of an Open System External forces*: Political Economic Demographic Regulatory *In no particular order
  • 14. Part of an Open System ... External forces: Political Economic Demographic Regulatory Image © National Geographic Society Constant inputs from somewhat unpredictable external forces
  • 15. Part of an Open System ... External forces: Autonomous system reacting to its environment Political Economic Demographic Regulatory Image © National Geographic Society Constant inputs from somewhat unpredictable external forces
  • 16. Complex systems are not in equilibrium • Require a constant input of energy (aka resources) to retain their function • Change introduction will increase resource use • Energy use should plateau to an optimum post-change
  • 17. Complex systems are not in equilibrium • Understanding the flow of energy/resources • Helps us to optimise decision making
  • 18. Is Aged Care eDoc Implementation complex? • Is the process rational (i.e. purely governed by logic?) • i.e. Do we have a predetermined, optimum, logically derived set of objectives?1 • Content versus Process - what we do versus how we do it? 1. After Macintosh, R, & Maclean, D. (1999) Conditioned emergence: A dissipative structures approach to transformation. Strategic Management Journal, 20(4), 297–316.
  • 19. Examples of management systems governed by content: Assembly lines (Many) Call centres
  • 20. Content driven systems: Tasks are clearly defined Tasks are determined by fairly rigid scripts Outcomes are deterministic (Newtonian) Some aspects of RAC are mechanistic. Many are not.
  • 21. RAC Duties • Although tasks are clearly defined, the high level of personal contact with clients and colleagues introduces complexity • Busy, demanding high productivity environment • Residents are in final years • Frail and in pain. • Will die (“pass on”) at end of care. • Introduces requirement for high levels of sensitivity to workers’ environment.
  • 22. RAC Duties High levels of sensitivity require attention to process as well as content This introduces complexity and unpredictability.
  • 23. Entropy? • In thermodynamics, entropy is the measure of the uniformity of distribution of energy in a system. • In information theory, entropy is a (statistical) measure of the content of a communication (and has a unit called surprisal!)
  • 24. Entropy? • Non-equilibrium system requires input of resources (energy). • Nursing homes require input of resources through funding, staffing and resident throughput.
  • 25. Entropy? • Initial input of resources for implementation: • IT infrastructure • Training • } Software use quasi-independent • Awareness
  • 26. Entropy? • Resources are obtained from: • Funding • Staffing • Resident turnover • Outputs: • Resident care
  • 27. Entropy? Resource consumption before change } Resource input to start change Is there an optimum? Resource consumption during change Optimum efficiency Optimum effectiveness? Resource consumption at end of change
  • 28. Why Entropy? A useful metaphor/abstraction: • As resources are consumed, results dissipate into the environment. • The resources are consumed to a purpose • Not all resource allocation goes directly for intended purpose
  • 29. Why Entropy? Can account for phenomena before during and after change.
  • 30. Why Entropy? A metaphor for use with the systems view.
  • 31. An Example Documentation strategy Management/Carer interaction
  • 32. Emergence of Nursing Documentation Specalist: A change in resource use. • Performs and co-ordinates assessments. • Gathers data from electronic or paper system. • Oversees and performs care planning. • Reduces doc load on other staff.
  • 33. Emergence of Nursing Documentation Specalist: A change in resource use. • Gathers data from electronic or paper system. • Requires other users’ cooperation • And use of the system
  • 34. Emergence of Nursing Documentation Specalist: A change in resource use. • Requires • working close to the floor • monitoring and delegation • Alternative: • Can be split between managers and registered nurses.
  • 35. Conclusion • The complexity approach allows us to focus on the systems view of the organisation. • Focuses on resource input required to maintain state. • Allows us to identify and evaluate multiple competing factors • May be amenable to scenario simulation.
  • 36. Part of an Open System ... Image © National Geographic Society Constant inputs from somewhat unpredictable external forces
  • 37. Part of an Open System ... Image © National Geographic Image © Creative Commons Rowen Atkinson http://www.flickr.com/photos/scttw Society Understand how to maintain appropriate control in an unpredictable environment
  • 38. Contact: kd21@uow.edu.au http://www.uow.edu.au/~kd21/ace

Editor's Notes

  1. This is a representative sample of the proportions of different staff. No night staff yet, but coming.
  2. Field notes from management meetings, research reporting meetings, “keeping an eye on the industry” (e.g. I know that some s/w is closely aligned to documentation competence training) . Communication with other people on the research team on parallel projects.
  3. Asking the question what are the effects of change. Management, care and staff effects (there could be more)
  4. Political/regulatory: move from RCS (doc based funding) to ACFI (assessment based funding). Demographic: Ageing workforce, age of nurses in RAC
  5. We’ll look at the inputs in this system after looking at complexity in more detail first.
  6. Content versus process - perhaps “are efficiency and effectiveness the same thing”?
  7. process v content and efficiency (quality) v effectiveness (quality) link. Is efficiency the same as effectiveness. From the perspective of a worker on an assembly line it is. From a nurses perspective it isn’t
  8. So now we start to reconcile how to understand this from a complexity viewpoint.
  9. Efficiency v effectiveness: quantity versus quality - showering a resident efficiently (i.e. in the allotted time) is not necessarily effective (interpersonal dimension)
  10. Understanding Resources and understanding Surprisal.
  11. This emergent role is in part created by the new assessment based funding model, but also seems to work well with the electronic system due to improved oversight. Having someone “in charge of” docs (ownership) can positively influence completeness and accuracy. But they still need to perform some floor tasks, while delegating others.
  12. A population of PCWs with good training and awareness of the capabilities of the system can drive critical mass of adoption. One interesting alternative approach (especially on paper based system) - night staff as documentation auditors. However this is a discretionary role (night nurse’s choice)