This project uses text analytics to help the UK civil service derive value and manage risk from high volumes of unstructured digital information that has accumulated over the decades. We are also exploring the potential of technology to support real-time categorization and connect staff working on similar challenges across organizations to improve productivity and outcomes.
Innovation Summary
Innovation Overview
Effective information and records management, whether on paper or digitally, is essential for good government: to support policy development, to provide accountability, to enable comprehensive evidence to be submitted to inquiries and court actions, and eventually to provide the historical background to government. The challenge of applying traditional archival approaches from the print and paper era to high volumes of digital data has emerged as a significant problem for the government and other large organizations over the last decade or so. In the UK, The National Archives had been considering the issue under its digital research program when an independent review, highlighting the risk of allowing unstructured information to accumulate, moved the problem into the public spotlight in 2015.
The review observed that the transition from paper-based working to email and electronic documents had undermined the rigor of information management across much of government. While little information has been lost altogether, much of what has accumulated over the past fifteen to twenty years is poorly organized, scattered across different systems and almost impossible to search effectively.
This not only undermines government’s ability to structure and preserve long-term records, but it also creates real and immediate risks for senior leaders, who may be unable to provide evidence for past decisions and actions or to meet their statutory obligations for public records and Freedom of Information. The review prompted the formation of a collaborative team to tackle the issue on a cross-government basis. The main contributors to the collaborative effort are the Cabinet Office, The National Archives and the Government Digital Service.
In the initial phase, the team worked with archivists, digital professionals, and external experts to develop a way to use data analytics technology to sift, deduplicate and make sense of departments' digital material. A number of pilot projects have been initiated and some early lessons have been identified. The team also pursued a number of ways to address the behavior challenges inherent in asking a workforce to put additional effort into what is generally perceived to be an administrative task.
The program is now moving into a more exploratory phase to investigate the application of technology to deliver near-term benefits to productivity and effectiveness of government policy formulation and implementation. Proposals under development include the real-time application of text analytics, natural language processing, and sentiment analysis to automatically suggest appropriate categorization of information as it is created. This supports record categorization: e.g. distinguishing between the social ephemeral instant message text and the contractual document which needs to be retained for a number of years after contract end date.
Most significantly, this approach opens up the potential to identify, in real-time, what area of policy or service a government worker is creating information on; what phase of development they are in; and how similar their area of activity is to other public sector officials in other departments or organizations. The potential exists for ‘the system’ to suggest to the individual previous work that may be of relevance, colleagues who may be able to support with knowledge gained in previous experience, or indeed people who are prime for active cross-departmental collaboration on the topic. The high-level objectives of the innovation can be summarised as follows:
1. Support central government in understanding the scale and structure of its legacy data collections and the risks inherent therein.
2. Support government departments in gaining greater control over such collections and sorting or reducing them to the level of acceptable residual risk.
3. Developing and implementing a new standard for information management and using this to drive the necessary behavioral changes.
4. Prototyping and implementing technology innovations so that government employees are digitally enabled by enhanced search and automated services that help them find information and expertise as well as system processes that make it easy for them to manage the information they acquire or create.
The beneficiaries of this work include central government ministers and officials; others involved in inquiries, investigations, and litigation; archivists, journalists, and historians; and, ultimately the citizens of the state. By approaching the work in a collaborative and open manner there is the potential for the benefits to be replicated in local government and other public sector organizations such as health services.
Though still at an early stage, this innovation has the potential to provide the public sector with the tools it needs to make sense of the material that its employees create. This, in turn, will lead to better outcomes, more accountability, and a richer historical archive.
Innovation Description
What Makes Your Project Innovative?
The status quo has arisen from a broad assumption that if policy and guidelines are available they will be found, read, understood and followed. The evidence suggests that in times of high operational delivery pressure, combined with a shrinking public sector workforce, this is not the case. Previous efforts to change behaviors have involved little more than ‘restating the rules’. Where attempts have been made to introduce technology to address the problem it has often been counter-productive; implementing old-fashioned Electronic Document and Record Management Systems with little regard for how users work - demanding significant extra effort from the workforce to manually create extensive metadata and\ make decisions about what to keep, where to keep it and for how long.
This innovation is different because it is driven by the perspective that a benefits focussed value proposition is the most effective way to support behavior change, coupled with harnessing emerging thinking in behavioral economics and behavioral science to ‘nudge’ civil servants in the UK to improve information management behaviors. Where technology and techniques already exist, such as the use of e-discovery in the legal profession, the innovation comes from discovering how to apply it on a broader and more diverse problem space across government, at significant scale and as part of ‘business as usual’ processes.
The technological innovation in exploring the application of text analytics, natural language processing and sentiment analysis in real-time to support information management and exploitation is, to the best of our knowledge, a step-change in the public sector consideration of such technology (with the exception of some defense and security contexts). The concept of combining this with the development of a cross-government semantic knowledge graph is, again to the best of our knowledge, new to the public sector. Inspiration has not been drawn from any specific other innovation efforts; it has come from a long term tracking and analysis of technological and societal trends and creative consideration of how they might inform solutions on this problem space.
What is the current status of your innovation?
The innovation consists of a number of projects arranged in different phases designed to be mutually supporting in delivering the overall program objectives and benefits. Different elements of the program are therefore at different points in the innovation lifecycle. The problem was identified in the course of an independent review into government record keeping and information management. A ‘discovery’ phase was employed; clarifying the problems, understanding the needs of government departments and identifying areas of investigation for future solutions. An ‘alpha’ phase followed, looking at innovative approaches to digital legacy management by piloting the use of e-discovery and data analytics software, then sharing lessons learned among departments.
The need to tackle long-term compliance improvement and behavioral change was supported by developing a ‘Knowledge and Information Behavioural Change Toolkit’. Exploratory workshops have been used to reframe the program to strengthen the current value proposition and increase the scope of technological innovation. Success metrics are being developed with the concept of a whole of government risk dashboard being the significant quantitative measure. The extent of behavior change achieved and shifts in staff satisfaction with their ‘digital workplace’ will be assessed via longitudinal qualitative surveys, The spread of the innovation is occurring through cross-government networks such as the Knowledge & Information Management profession. This includes helping government departments learn from both the central team and each other in a collaborative setting.
Innovation Development
Collaborations & Partnerships
Collaboration with The National Archives has been essential to bring deep expertise in archival practice into the team, especially in the digital domain where they have a world-leading digital archives approach. Similarly, the contribution from the Government Digital Service has allowed the team to engage in the implementation planning for major information systems across government, providing for the opportunity to support good information management practices from the start. Technical contributions have also come from the Government Legal Service and the Crown Commercial Service. Broader collaboration with the cross-government Knowledge and Information Management profession has been essential as responsibility for addressing this problem space is distributed across government departments.
Users, Stakeholders & Beneficiaries
During the discovery phase workshops were undertaken with consulting firms, highly-regulated industries, and academics to understand best practice in information and knowledge management. The team has engaged with small-scale providers of data analytics solutions and larger system integrators to identify available ‘off the shelf’ solutions and understand how these might be deployed at scale. Commercial stakeholders were invited to formal ‘Supplier Engagement Day’ and a sequence of 1 to 1 discussion with technical and procurement specialists. Civil society organizations and citizens have been engaged via a mix of formal briefings (e.g. at the Information Management and Records Society annual conference) and informal activities such as discussions at the community of practice meetings of civic-minded technologists. The academic community, a long-term consumer of government information through archival research, has also been engaged through conferences (e.g. at Northumbria University).
Innovation Reflections
Results, Outcomes & Impacts
Early results have confirmed that the use of e-discovery and data analytics can significantly reduce the volume of information that needs to be reviewed by more manual approaches. Though the exact process for how this will work at scale is still in development, the use of data analytics is expected to make it more likely that government will be able to manage its legacy digital information from a risk perspective, as well as gaining valuable insights from it. The behavior change toolkit, developed in the alpha phase, has already been credited with significantly improving the information change strategy of a major government department. If some of the more stretching goals of this work (record categorization and network creation) come to fruition, the upsides for government productivity and outcomes are potentially very significant. Though it is too early to speculate on the exact scale of impacts and returns, we would hope that civil service working practices would change considerably for the better as a result of our work, with potential knock-on effects for outcomes for citizens and customers of government services.
Challenges and Failures
To date, we have encountered a mix of procurement, security, organizational and cultural challenges. Some of these have resulted from commercial difficulties arising from interaction with major IT system integration and operating companies. Others have included the difficulty of engaging senior leadership attention on this problem for a period of sustained effort. The team is exploring a variety of ways to address these challenges, for example by exploring ways to bring risk which implies future effort (and therefore resource) forward as a nominal contingent liability, and (in a different context) re-framing the problem to focus more on harnessing value than managing risk.
Conditions for Success
Pre-requisites for success in this type of innovation include sustained senior leadership engagement; aligned motivation and values across the team; and, the ability to apply different levels of pace and delivery expectation to different components of the solution set depending on complexity and the urgency of the corresponding problem area.
Replication
The potential for this innovation to be replicated elsewhere is very high. The problems are generally organization agnostic and exist in any large (>500 knowledge workers) organizations - especially if they are federated to any extent. Thus similar problems are found in local government authorities and health service organizations. We hope that we will be able to share lessons with other governments, charities and other not-for-profit third sector organizations. The technology approaches are being pursued in a deliberately vendor-agnostic manner. As government departments use a variety of cloud-based office productivity systems it is essential that the tools and techniques we develop work across different systems.
Lessons Learned
Dealing with complexity in a problem space of this range and scale works best with an open and collaborative approach - but this is only sustainable if the senior management of the contributing organizations can align themselves with a common set of goals which also support their organizational objectives. Success and progress also require sustained effort, ideally from a central team which can coordinate and drive activity and ensures alignment and effort from all partners. A hallmark of this work has been experimentation and testing. It can be difficult to persuade stakeholders to experiment when resources are limited, but this project has had success through an incremental approach.
Status:
- Developing Proposals - turning ideas into business cases that can be assessed and acted on
Date Published:
28 May 2017