The VSM-based examinations of data sharing concept by three stakeholders
| System | Data producers | Data consumers | Regulators |
|---|---|---|---|
| Goal | Exist in HyR, augmenting their capacity to govern data interactions | Using interactions data to optimise their behaviour patterns and affect other HyR stakeholders | Developing behavioural frameworks and executing policies for their enforcement |
| 1 Operational processes | How to address the need for privacy in HyR? | Which data are actually used in the data analysis processes? | How to optimise the behavioural frameworks design process? |
| Which are the effects of data analysis on their behaviour patterns? | How to process data to produce information? | How to optimise policies implementation? | |
| How to address the need for deleting data and preventing external analysis? | How to react to the information? | ||
| 2 and 4 Internal and external communication channels | How to keep up with the sharing data dynamics? | How to acquire the needed data (negotiation, distributed data processing, transparency)? | How to develop and control communication protocols to ensure safety, transparency and feasibility? |
| How to filter important information? | How to use behavioural insights in communication with the data producers? | ||
| How to share the (only) appropriate data? | |||
| 3 The coordinators | How to behave, knowing of being measured? | How to organise data collecting process? | How to design policies and frameworks? |
| How to act on the predictions and prescriptions? | How to govern the policies' execution? | ||
| How to persuade other HyR stakeholders to act according to their goals? | How to reinforce frameworks use in HyR? | ||
| 5 The governors | How to adapt behavioural patterns in the measured environment? | How to develop predictions, prescriptions and mental models to guide internal processes? | How to control data interactions? |
| How to manage my data sharing, protect my privacy and share my ideas? | How to dynamically adapt organisation processes to utilise the collected knowledge? | How to activate passive HyR stakeholders? | |
| How to integrate external and internal mental models? | How to share predictions, prescriptions and mental models with other HyR stakeholders? | How to maintain the power balance between HyR stakeholders? | |
| How to contribute to the external mental model development? | How to govern continuous frameworks and policy redesign? |
| System | Data producers | Data consumers | Regulators |
|---|---|---|---|
| Goal | Exist in HyR, augmenting their capacity to govern data interactions | Using interactions data to optimise their behaviour patterns and affect other HyR stakeholders | Developing behavioural frameworks and executing policies for their enforcement |
| 1 Operational processes | How to address the need for privacy in HyR? | Which data are actually used in the data analysis processes? | How to optimise the behavioural frameworks design process? |
| Which are the effects of data analysis on their behaviour patterns? | How to process data to produce information? | How to optimise policies implementation? | |
| How to address the need for deleting data and preventing external analysis? | How to react to the information? | ||
| 2 and 4 Internal and external communication channels | How to keep up with the sharing data dynamics? | How to acquire the needed data (negotiation, distributed data processing, transparency)? | How to develop and control communication protocols to ensure safety, transparency and feasibility? |
| How to filter important information? | How to use behavioural insights in communication with the data producers? | ||
| How to share the (only) appropriate data? | |||
| 3 The coordinators | How to behave, knowing of being measured? | How to organise data collecting process? | How to design policies and frameworks? |
| How to act on the predictions and prescriptions? | How to govern the policies' execution? | ||
| How to persuade other HyR stakeholders to act according to their goals? | How to reinforce frameworks use in HyR? | ||
| 5 The governors | How to adapt behavioural patterns in the measured environment? | How to develop predictions, prescriptions and mental models to guide internal processes? | How to control data interactions? |
| How to manage my data sharing, protect my privacy and share my ideas? | How to dynamically adapt organisation processes to utilise the collected knowledge? | How to activate passive HyR stakeholders? | |
| How to integrate external and internal mental models? | How to share predictions, prescriptions and mental models with other HyR stakeholders? | How to maintain the power balance between HyR stakeholders? | |
| How to contribute to the external mental model development? | How to govern continuous frameworks and policy redesign? |
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