Category Archives: #caredata

#caredata, change management, empowerment, engagement, NHS England, trust

Off the record – a case study in NHS patient data access

Patient online medical records’ access in England was promised by April 2015.

HSCIC_statsJust last month headlines abounded “GPs ensure 97% of patients can access summary record online“. Speeches carried the same statistics.  So what did that actually mean? The HSCIC figures released in May 2015 showed that while around 57 million patients can potentially access something of their care record only 2.5 million or 4.5% of patients had actively signed up for the service.

In that gap lies a gulf of a difference. You cannot access the patient record unless you have signed up for it, so to give the impression that 97% of patients can access a summary record online is untrue.  Only 4.5% can, and have done so. While yes, this states patients must request access, the impression is somewhat misrepresentative.

Here’s my look at what that involved and once signed up, what ‘access your medical records’ actually may mean in practice.

The process to getting access

First I wrote a note to the practice manager about a month ago, and received a phone call a few days later to pop in any time. A week later, I called to check before I would ‘pop in’ and found that the practice manager was not in every day, and it would actually have to be when she was.

I offered to call back and arrange a suitable date and time. Next call, we usefully agreed the potential date I could go in, but I’d have to wait to be sure that the paper records had first been retrieved from the external store (since another practice closed down ours had become more busy than ever and run out of space.) I was asked whether I had already received permission from the practice manager and to confirm that I knew there would be a £10 charge.

So, one letter, four phone calls and ten pounds in hard cash later, I signed a disclosure form this morning to say I was me and I had asked to see my records, and sat in a corner of the lovely practice manager’s office with a small thinly stuffed Lloyd George envelope, and a few photocopied or printed-out A4 pages  (so I didn’t get to actually look at my own on-screen record the GP uses) and a receipt.

What did my paper records look like?

My oldest notes on paper went back as far as 1998 and were for the most part handwritten. Having lived abroad since there was then a ten year gap until my new registration and notes moved onto paper prints of electronic notes.

These included referral for secondary care, correspondence between consultants and my GP and/or to and from me.

The practice manager was very supportive and tolerant of me taking up a corner of her office for half an hour. Clutching a page with my new log-in for the EMIS web for patient records access, I put the papers back, said my thank yous and set off home.

Next step: online

I logged on at home to the patient access system. Having first had it in 2009 when I registered, I hadn’t used the system since as it had very limited functionality, and I had had good health. Now I took the opportunity to try it again.

By asking the GP practice reception, I had been assigned a PIN, given the Practice ID, an Access ID and confirmation of my NHS number all needed entry in Step 1:

emis1

 

Step 2: After these on screen 2, I was asked for my name, DOB, and to create a password.

emis2

 

Step 3: the system generated a long number user ID which I noted down.

Step 4: I looked for the data sharing and privacy policy. Didn’t spot with whom data entered would be shared or for what purposes and any retention or restrictions of purposes. I’d like to see that added.

emis3
Success:

Logged on using my new long user ID and password, I could see an overview page with personal contact details, which were all accurate.  Sections for current meds, allergies, appointments, medical record, personal health record and repeats prescriptions. There was space for overview of height, BMI and basic lifestyle (alcohol and smoking) there too.

emis4c

 

A note from 2010 read: “refused consent to upload national. sharing. electronic record.” Appropriately some may perhaps think, this was recorded in the “problems” section, which was otherwise empty.

Drilling down to view the medication record,  the only data held was the single most recent top line prescription without any history.

emis4b

 

And the only other section to view was allergies, similarly and correctly empty:

emis5

The only error I noted was a line to say I was due an MMR immunization in June 2015. [I will follow up to check whether one of my children should be due for it, rather than me.]

What else was possible?

Order repeat prescription: If your practice offers this service there is a link called Make a request in the Repeat Prescriptions section of the home page after you have signed in. This was possible. Our practice already does it direct with the pharmacy.

Book an appointment: with your own GP from dates in a drop down.

Apple Health app integration: The most interesting part of the online access was this part that suggested it could upload a patient’s Apple health app data, and with active patient consent, that would be shared with the GP.

emis6

 

It claims: “You can consent to the following health data types being shared to Patient Access and added to your Personal Health Record (PHR):”

  • Height
  • Weight
  • BMI
  • Blood Glucose
  • Blood Pressure (Diastolic & Systolic)
  • Distance (walked per day)
  • Forced expired volume
  • Forced Vital capacity
  • Heart Rate
  • Oxygen Saturation
  • Peak Expiratory Flow
  • Respiratory rate
  • Steps (taken per day)

“This new feature is only available to users of IOS8 who are using the Apple Health app and the Patient Access app.”

 

With the important caveat for some: IOS 8.1 has removed the ability to manually enter Blood Glucose data via the Health app. Health will continue to support Blood Glucose measurements added via 3rd party apps such as MySugr and iHealth.

Patient Access will still be able to collect any data entered and we recommend entering Blood Glucose data via one of those free apps until Apple reinstate the capability within Health.

What was not possible:

To update contact details: The practice configures which details you are allowed to change. It may be their policy to restrict access to change some details only in person at the practice.

Viewing my primary care record: other than a current medication there was nothing of my current records in the online record. Things like test results were not in my online record at all, only on paper. Pulse noted sensible concerns about this area in 2013.

Make a correction: clearly the MMR jab note is wrong, but I’ll need to ask for help to remove it.

“Currently the Patient Access app only supports the addition of new information; however, we envisage quickly extending this functionality to delete information via the Patient Access service.” How this will ensure accuracy and avoid self editing I am unsure.

Questions: Who can access this data?

While the system stated that “the information is stored securely in our accredited data centre that deals solely with clinical data. ” there is no indication of where, who manages it and who may access it and why.

In 2014 it was announced that pharmacies would begin to have access to the summary care record.

“A total of 100 pharmacies across Somerset, Northampton, North Derbyshire, Sheffield and West Yorkshire will be able to view a patient’s summary care record (SCR), which contains information such as a patient’s current medications and allergies.”

Yet clearly in the Summary Care Record consent process in 2010 from my record, pharmacists were not mentioned.

Does the patient online access also use the Summary Care Record or not? If so, did I by asking for online access, just create a SCR without asking for one? Or is it a different subset of data? If they are different, which is the definitive record?

Overall:

From stories we read it could appear that there are broad discrepancies between what is possible in one area of the country from another, and between one practice and another.

Clearly to give the impression that 97% of patients can access summary records online is untrue to date if only 4.5% actually can get onto an electronic system, and see any part of their records, on demand today.

How much value is added to patients and practitioners in that 4.5% may vary enormously depending upon what functionality they have chosen to enable at different locations.

For me as a rare user of the practice, there is no obvious benefit right now. I can book appointments during the day by telephone and meds are ordered through the chemist. It contained no other information.

I don’t know what evidence base came from patients to decide that Patient Online should be a priority.

How many really want and need real time, online access to their records? Would patients not far rather the priority in these times of austerity, the cash and time and IT expertise be focused on IT in direct care and visible by their medics? So that when they visit hospital their records would be available to different departments within the hospital?

I know which I would rather have.

What would be good to see?

I’d like to get much clearer distinction between the data purposes we have of what data we share for direct and indirect purposes, and on what legal basis.

Not least because it needs to be understandable within the context of data protection legislation. There is often confusion in discussions of what consent can be implied for direct care and where to draw its limit.

The consultation launched in June 2014 is still to be published since it ended in August 2014, and it too blurred the lines between direct care and secondary purposes.  (https://www.gov.uk/government/consultations/protecting-personal-health-and-care-data).

Secondly, if patients start to generate potentially huge quantities of data in the Apple link and upload it to GP electronic records, we need to get this approach correct from the start. Will that data be onwardly shared by GPs through care.data for example?

But first, let’s start with tighter use of language on communications. Not only for the sake of increased accuracy, but so that as a result expectations are properly set for policy makers, practitioners and patients making future decisions.

There are many impressive visions and great ideas how data are to be used for the benefit of individuals and the public good.

We need an established,  easy to understand, legal and ethical framework about our datasharing in the NHS to build on to turn benefits into an achievable reality.

#caredata, care.data, change management, comm consent, commercial, communications, confidentiality, engagement, NHS, NHS England, transparency

Are care.data pilots heading for a breech delivery?

Call the midwife [if you can find one free, the underpaid overworked miracle workers that they are], the care.data ‘pathfinder’ pilots are on their way! [This is under a five minute read, so there should be time to get the hot water on – and make a cup of tea.]

I’d like to be able to say I’m looking forward to a happy new arrival, but I worry care.data is set for a breech birth. Is there still time to have it turned around? I’d like to say yes, but it might need help.

The pause appears to be over as the NHS England board delegated the final approval of directions to their Chair, Sir Malcolm Grant and Chief Executive, Simon Stevens, on Thursday May 28.

Directions from NHS England which will enable the HSCIC to proceed with their pathfinder pilots’ next stage of delivery.

“this is a programme in which we have invested a great deal, of time and thought in its development.” [Sir Malcolm Grant, May 28, 2015, NHS England Board meeting]

And yet. After years of work and planning, and a 16 month pause, as long as it takes for the gestation of a walrus, it appears the directions had flaws. Technical fixes are also needed before the plan could proceed to extract GP care.data and merge it with our hospital data at HSCIC.

And there’s lots of unknowns what this will deliver.**

Groundhog Day?

The public and MPs were surprised in 2014. They may be even more surprised if 2015 sees a repeat of the same again.

We have yet to hear case studies of who received data in the past and would now be no longer eligible. Commercial data intermediaries? Can still get data, the NHS Open Day was told. And they do, as the HSCIC DARS meeting minutes in 2015 confirm.

By the time the pilots launch, the objection must actually work, communications must include an opt out form and must clearly give the programme a name.

I hope that those lessons have been learned, but I fear they have not been. There is still lack of transparency. NHS England’s communications materials and May-Oct 2014 and any 2015 programme board minutes have not been published.

We have been here before.

Back to September 2013: the GPES Advisory Committee, the ICO and Dame Fiona Caldicott, as well as campaigners and individuals could see the issues in the patient leaflet and asked for fixes.The programme went ahead anyway in February 2014 and although foreseen, failed to deliver. [For some, quite literally.]

These voices aren’t critical for fun, they call for fixes to get it right.

I would suggest that all of the issues raised since April 2014, were broadly known in February 2014 before the pause began. From the public listening exercise,  the high level summary captures some issues raised by patients, but doesn’t address their range or depth.

Some of the difficult and unwanted  issues, are still there, still the same and still being ignored, at least in the public domain. [4]

A Healthy New Arrival?

How is the approach better now and what happens next to proceed?

“It seems a shame,” the Walrus said, “To play them such a trick, After we’ve brought them out so far, And made them trot so quick!” [Lewis Carroll]

When asked by a board member: What is it we seek to learn from the pathfinder approach that will guide us in the decision later if this will become a national approach? it wasn’t very clear. [full detail end of post]

First they must pass the tests asked of them by Dame Fiona [her criteria and 27 questions from before Christmas.] At least that was what the verbal background given at the board meeting explained.

If the pilots should be a dip in the water of how national rollouts will proceed, then they need to test not just for today, but at least for the known future of changing content scope and expanding users – who will pay for the communication materials’ costs each time?

If policy keeps pressing forward, will it not make these complications worse under pressure? There may be external pressure ahead as potential changes to EU data protection are expected this year as well, for which the pilot must be prepared and design in advance for the expectations of best practice.

Pushing out the pathfinder directions, before knowing the answers to these practical things and patient questions open for over 16 months, is surely backwards. A breech birth, with predictable complications.

If in Sir Malcolm Grant’s words:

“we would only do this  if we believed it was absolutely critical in the interests of patients.” [Malcom Grant, May 28, 2015, NHS England Board meeting]

then I’d like to see the critical interest of patients put first. Address the full range of patient questions from the ‘listening pause’.

In the rush to just fix the best of a bad job, we’ve not even asked are we even doing the right thing? Is the system designed to best support doctor patient needs especially with the integration “blurring the lines” that Simon Stevens seems set on.

If  focus is on the success of the programme and not the patient, consider this: there’s a real risk too many opt out due to these unknowns. And lack of real choice on how their data gets used. It could be done better to reduce that risk.

What’s the percentage of opt out that the programme deems a success to make it worthwhile?

In March 2014, at a London event, a GP told me all her patients who were opting out were the newspaper reading informed, white, middle class. She was worried that the data that would be included, would be misleading and unrepresentative of her practice in CCG decision making.

medConfidential has written a current status for pathfinder areas that make great sense to focus first on fixing care.data’s big post-election question the opt out that hasn’t been put into effect. Of course in February 2014 we had to choose between two opt outs -so how will that work for pathfinders?

In the public interest we need collectively to see this done well. Another mis-delivery will be fatal. “No artificial timelines?”

Right now, my expectations are that the result won’t be as cute as a baby walrus.

******

Notes from the NHS England Board Meeting, May 28, 2015:

TK said:  “These directions [1] relate only to the pathfinder programme and specify for the HSCIC what data we want to be extracted in the event that Dame Fiona, this board and the Secretary of State have given their approval for the extraction to proceed.

“We will be testing in this process a public opt out, a citizen’s right to opt out, which means that, and to be absolutely clear if someone does exercise their right to opt out, no clinical data will be extracted from their general practice,  just to make that point absolutely clearly.

“We have limited access to the data, should it be extracted at the end of the pathfinder phase, in the pathfinder context to just four organisations: NHS England, Public Health England, the HSCIC and CQC.”

“Those four organisations will only be able to access it for analytic purposes in a safe, a secure environment developed by the Information Centre [HSCIC], so there will be no third party hosting of the data that flows from the extraction.

“In the event that Dame Fiona, this board, the Secretary of State, the board of the Information Centre, are persuaded that there is merit in the data analysis that proceeds from the extraction, and that we’ve achieved an appropriate standard of what’s called fair processing, essentially have explained to people their rights, it may well be that we proceed to a programme of national rollout, in that case this board will have to agree a separate set of directions.”

“This is not signing off anything other than a process to test communications, and for a conditional approval on extracting data subject to the conditions I’ve just described.”

CD said: “This is new territory, precedent, this is something we have to get right, not only for the pathfinders but generically as well.”

“One of the consequences of having a pathfinder approach, is as Tim was describing, is that directions will change in the future. So if we are going to have a truly fair process , one of the things we have to get right, is that for the pathfinders, people understand that the set of data that is extracted and who can use it in the pathfinders, will both be a subset of, the data that is extracted and who can use it in the future. If we are going to be true to this fair process, we have to make sure in the pathfinders that we do that.

“For example, at the advisory group last week, is that in the communication going forward we have to make sure that we flag the fact there will be further directions, and they will be changed, that we are overt in saying, subject to what Fiona Caldicott decides, that process itself will be transparent.”

Questions from Board members:
Q: What is it we seek to learn from the pathfinder approach that will guide us in the decision later if this will become a national approach?
What are the top three objectives we seek to achieve?

TK: So, Dame Fiona has set a series of standards she expects the pathfinders to demonstrate, in supporting GPs to be able to discharge this rather complex communication responsibility, that they have under the law  in any case.

“On another level how we can demonstrate that people have adequately understood their right to opt out [..]

“and how do we make sure that populations who are relatively hard to reach, although listed with GPs, are also made aware of their opportunity to opt out.

Perhaps it may help if I forward this to the board, It is in the public domain. But I will forward the letter to the board.”

“So that lays out quite a number of specific tangible objectives that we then have to evaluate in light of the pathfinder experience. “

Chair: “this is a programme in which we have invested a great deal, of time and thought in its development, we would only do this  if we believed it was absolutely critical in the interests of patients, it was something that would give us the information the intelligence that we need to more finely attune our commissioning practice, but also to get real time intelligence about how patients lives are lived, how treatments work and how we can better provide for their care.

“I don’t think this is any longer a matter of huge controversy, but how do we sensitively attune ourselves to patient confidentiality.”

“I propose that […] you will approve in principle the directions before you and also delegate to the Chief Executive and to myself to do final approval on behalf of the board, once we have taken into account the comments from medConfidential and any other issues, but the substance will remain unchanged.”

******

[4] request for the release of June 2014 Open House feedback still to be published in the hope that the range and depth of public questions can be addressed.

care.data comms letter

******
“The time has come,” the walrus said, “to talk of many things.”
[From ‘The Walrus* and the Carpenter’ in Through the Looking-Glass by Lewis Carroll]

*A walrus has a gestation period of about 16 months.
The same amount of time which the pause in the care.data programme has taken to give birth to the pathfinder sites.

references:
[1] NHS England Directions to HSCIC: May 28 2015 – http://www.england.nhs.uk/wp-content/uploads/2015/05/item6-board-280515.pdf
[2] Notes from care.data advisory group meeting on 27th February 2015
[3] Patient questions: https://jenpersson.com/pathfinder/
[4] Letter from NHS England in response to request from September, and November 2014 to request that public questions be released and addressed

15 Jan 2024: Image section in header replaced at the request of likely image tracing scammers who don’t own the rights and since it and this blog is non-commercial would fall under fair use anyway. However not worth the hassle. All other artwork on this site is mine.

#caredata, care.data, choice, commercial, health, HES, NHS England, privacy, transparency, trust

The Economic Value of Data vs the Public Good? [1] care.data, Concerns and the cost of Consent

They say ‘every little helps’.  care.data needs every little it can get.

In my new lay member role on the ADRN panel, I read submissions for research requests for any ethical concerns that may be reflected in wider public opinion.

The driving force for sharing administrative data research is non-commercial, with benefits to be gained for the public good.

So how do we quantify the public good, and ‘in the public interest’?

Is there alignment between the ideology of government, the drivers of policy [for health, such as the commissioning body NHS England] and the citizens of the country on what constitutes ‘the public good’?

There is public good to be gained for example, from social and health data seen as a knowledge base,  by using it using in ‘bona fide’ research, often through linking with other data to broaden insights.

Insight that might result in improving medicines, health applications, and services. Social benefits that should help improve lives, to benefit society.

Although social benefits may be less tangible, they are no harder for the public to grasp than the economic. And often a no brainer as long as confidentiality and personal control are not disregarded.

When it comes to money making from our data the public is less happy. The economic value of data raises more questions on use.

There is economic benefit to extract from data as a knowledge base to inform decision making, being cost efficient and investing wisely. Saving money.

And there is measurable economic public good in terms of income tax from individuals and corporations who by using the data make a profit, using data as a basis from which to create tools or other knowledge. Making money for the public good through indirect sales.

Then there is economic benefit from data trading as a commodity. Direct sales.

In all of these considerations, how does what the public feels and their range of opinions, get taken into account in the public good cost and benefit accounting?

Do we have a consistent and developed understanding of ‘the public interest’ and how it is shifting to fit public expectation and use?

Public concern

“The importance of building and maintaining trust and confidence among all stakeholder groups concerned – including researchers, institutions, ethical review boards and research participants – as a basis for effective data sharing cannot be overstated.”  [Wellcome blog, April 2015]

If something is jeopardising that public good it is in the public interest to say so, and for the right reasons.

The loss of public trust in data sharing measured by public feeling in 2014 is a threat to data used in the public interest, so what are we doing to fix it and are care.data lessons being learned?

The three biggest concerns voiced by the public at care.data listening events[1] were repeatedly about commercial companies’ use, and re-use of data, third parties accessing data for unknown purposes and the resultant loss of confidentiality.

 Question from Leicester: “Are we saying there will be only clinical use of the data – no marketing, no insurance, no profit making? This is our data.” [NHS Open Day, June 2014]

While people are happy for the state to use their data without active consent for bona fide research, they are not for commercial purposes.

Much of the debate and upset caused by the revelations of how our hospital episode statistics were managed in the past centred on the sense of loss of ownership. And with that, the inability to consent to who uses it. This despite acknowledgment that patients own their data.

Significant concern centres on use of the information gleaned from data that patients consider commercial exploitation. For use segmenting the insurance markets. For consumer market research. Using data for individual targeting. And its utter lack of governance.

There is also concern about data being directly sold or exchanged as a commodity.

These concerns were raised meeting after meeting in the 2014 care.data “listening process.”

To read in Private Eye that commercially sensitive projects were discussed in various meetings between NHS England and supermarket giant Tesco throughout 2014 [2] by the Patients and Information Director, responsible for care.data, is therefore all the more surprising.

They may of course be quite unrelated.

But when transparency is the mother of trust, it’s perhaps a surprising liason while ‘listening’ to care.data concerns.

It could appear that greater confidentiality was given to the sensitivity of commercial meetings than citizens’ sensitive data.

Consent package deals may be a costly mistake

People are much more aware since care.data a year ago, that unknown third parties may access data without our consent.

Consent around secondary NHS data sharing and in wider fora is no longer an inconvenient ethical dilemma best left on the shelf, as it has been for the last 25 years in secondary use, dusted off in the care.data crisis. [3]

Consent is front and centre in the latest EU data protection discussions [4] in which consent may become a requirement for all research purposes.

How that may affect social science and health research use, its pros and cons [5] remain to be seen.

However, in principle consent has always been required and good practice in applied medicine, despite the caveat for data used in medical research. As a general rule: “An intervention in the health field may only be carried out after the person concerned has given free and informed consent to it”. But this is consent for your care. Assuming that information is shared when looking after you, for direct care, during medical treatment itself is not causes concerns.

The idea is becoming increasingly assumed in discussions I have heard, [at CCG and other public meetings] that because patients have given implied consent to sharing their information for their care, that the same data may be shared for other purposes. It is not, and it is those secondary purposes that the public has asked at care.data events, to see split up, and differentiated.

Research uses are secondary uses, and those purposes cannot ethically be assumed. However, legal gateways, access to that data which makes it possible to uses for clearly defined secondary purposes by law, may make that data sharing legal.

That legal assumption, for the majority of people polls and dialogue show [though not for everyone 6b], comes  a degree of automatic support for bona fide research in the public interest. But it’s not a blanket for all secondary uses by any means, and it is this blanket assumption which has damaged trust.

So if data use in research assumes consent, and any panel is the proxy for personal decision making, the panel must consider the public voice and public interest in its decision making.

So what does the public want?

In those cases where there is no practicable alternative [to consent], there is still pressure to respect patient privacy and to meet reasonable expectations regarding use. The stated ambition of the CAG, for example, is to only advise disclosure in those circumstances where there is reason to think patients would agree it to be reasonable.

Whether active not implied consent does or does not become a requirement for research purposes without differentiation between kinds, the public already has different expectations and trust around different users.

The biggest challenge for championing the benefits of research in the public good, may be to avoid being lumped in with commercial marketing research for private profit.

The latter’s misuse of data is an underlying cause of the mistrust now around data sharing [6]. It’s been a high price to pay for public health research and others delayed since the Partridge audit.

Consent package deals mean that the public cannot choose how data are used in what kids of research and if not happy with one kind, may refuse permission for the other.

By denying any differentiation between direct, indirect, economic and social vale derived from data uses, the public may choose to deny all researchers access to their all personal data.

That may be costly to the public good, for public health and in broader research.

A public good which takes profit into account for private companies and the state, must not be at the expense of public feeling, reasonable expectations and ethical good practice.

A state which allows profit for private companies to harm the perception of  good practice by research in the public interest has lost its principles and priorities. And lost sight of the public interest.

Understanding if the public, the research community and government have differing views on what role economic value plays in the public good matters.

It matters when we discuss how we should best protect and approach it moving towards a changing EU legal framework.

“If the law relating to health research is to be better harmonised through the passing of a Regulation (rather than the existing Directive 95/46/EC), then we need a much better developed understanding of ‘the public interest’ than is currently offered by law.”  [M Taylor, “Information Governance as a Force for Good? Lessons to be Learnt from Care.data”, (2014) 11:1 SCRIPTed 1]

In the words of Dr Mark Taylor, “we need to do this better.”

How? I took a look at some of this in more detail:

Part two: The Economic Value of Data vs the Public Good? [2] Pay-for-privacy and Defining Purposes.

Part three: The Economic Value of Data vs the Public Good? [3] The value of public voice.

Update note: A version of these three posts was combined into an opinion piece – care.data: ‘The Value of Data versus the Public Interest?’ published on StatsLife on June 3rd 2015.

****

image via Tesco media

 

[1] care.data listening event questions: https://jenpersson.com/pathfinder/

[2] Private Eye – on Tesco / NHS England commercial meetings https://twitter.com/medConfidential/status/593819474807148546

[3] HSCIC audit and programme for change www.hscic.gov.uk/article/4780/HSCIC-learns-lessons-of-the-past-with-immediate-programme-for-change

[4] EU data protection discussion http://www.digitalhealth.net/news/EHI/9934/eu-ministers-back-data-privacy-changes

[5] Joint statement on EU Data Protection proposals http://www.wellcome.ac.uk/stellent/groups/corporatesite/@policy_communications/documents/web_document/WTP055584.pdf

[6] Ipsos MORI research with the Royal Statistical Society into the Trust deficit with lessons for policy makers https://www.ipsos-mori.com/researchpublications/researcharchive/3422/New-research-finds-data-trust-deficit-with-lessons-for-policymakers.aspx

[6b] The ‘Dialogue on Data’ Ipsos MORI research 2014 https://www.ipsos-mori.com/researchpublications/publications/1652/Dialogue-on-Data.aspx – commissioned by the Economic and Social Research Council (ESRC) and the Office for National Statistics (ONS) to conduct a public dialogue examining the public’s views on using linked administrative data for research purposes,

[7] AdExchanger Janaury 2015 http://adexchanger.com/data-driven-thinking/the-newest-asset-class-data/

[8] Tesco clubcard data sale https://jenpersson.com/public_data_in_private_hands/  / Computing 14.01.2015 – article by Sooraj Shah: http://www.computing.co.uk/ctg/feature/2390197/what-does-tescos-sale-of-dunnhumby-mean-for-its-data-strategy

[9] Direct Marketing 2013 http://www.dmnews.com/tesco-every-little-bit-of-customer-data-helps/article/317823/

[10] Personalisation in health data plans http://www.england.nhs.uk/iscg/wp-content/uploads/sites/4/2014/01/ISCG-Paper-Ref-ISCG-009-002-Adult-Social-Care-Informatics.pdf

[11] Tim Kelsey Keynote speech at Strata November 2013 https://www.youtube.com/watch?v=s8HCbXsC4z8

[12] Forbes: Illumina CEO on the US$20bn DNA market http://www.forbes.com/sites/luketimmerman/2015/04/29/qa-with-jay-flatley-ceo-of-illumina-the-genomics-company-pursuing-a-20b-market/

 

#caredata, care.data, genomics, human rights, NHS England, privacy, transparency

The Economic Value of Data vs the Public Good? [2] Pay-for-privacy, defining purposes

Differentiation. Telling customers apart and grouping them by similarities is what commercial data managers want.

It enables them to target customers with advertising and sales promotion most effectively. They segment the market into chunks and treat one group differently from another.

They use market research data, our loyalty card data, to get that detailed information about customers, and decide how to target each group for what purposes.

As the EU states debate how research data should be used and how individuals should be both enabled and protected through it, they might consider separating research purposes by type.

While people are happy for the state to use their data without active consent for bona fide research, they are not for commercial consumer research purposes. [ref part 1].

Separating consumer and commercial market research from the definition of research purposes for the public good by the state, could be key to rebuilding people’s trust in government data use.

Having separate purposes would permit separate consent and control procedures to govern them.

But what role will profit make in the state’s definition of ‘in the public interest’ – is it in the public interest if the UK plc makes money from its citizens? and how far along any gauge of public feeling will a government be prepared to go to push making money for the UK plc at our own personal cost?

Pay-for-privacy?

In January this year, the Executive Vice President at Dunnhumby, Nishat Mehta, wrote in this article [7], about how he sees the future of data sharing between consumers and commercial traders:

“Imagine a world where data and services that are currently free had a price tag. You could choose to use Google or Facebook freely if you allowed them to monetize your expressed data through third-party advertisers […]. Alternatively, you could choose to pay a fair price for these services, but use of the data would be forbidden or limited to internal purposes.”

He too, talked about health data. Specifically about its value when accurate expressed and consensual:

“As consumers create and own even more data from health and fitness wearables, connected devices and offline social interactions, market dynamics would set the fair price that would compel customers to share that data. The data is more accurate, and therefore valuable, because it is expressed, rather than inferred, unable to be collected any other way and comes with clear permission from the user for its use.”

What his pay-for-privacy model appears to have forgotten, is that this future consensual sharing is based on the understanding that privacy has a monetary value. And that depends on understanding the status quo.

It is based on the individual realising that there is money made from their personal data by third parties today, and that there is a choice.

The extent of this commercial sharing and re-selling will be a surprise to most loyalty card holders.

“For years, market research firms and retailers have used loyalty cards to offer money back schemes or discounts in return for customer data.”

However despite being signed up for years, I believe most in the public are unaware of the implied deal. It may be in the small print. But everyone knows that few read it, in the rush to sign up to save money.

Most shoppers believe the supermarket is buying our loyalty. We return to spend more cash because of the points. Points mean prizes, petrol coupons, or pounds off.

We don’t realise our personal identity and habits are being invisibly analysed to the nth degree and sold by supermarkets as part of those sweet deals.

But is pay-for-privacy discriminatory? By creating the freedom to choose privacy as a pay-for option, it excludes those who cannot afford it.

Privacy should be seen as a human right, not as a pay-only privilege.

Today we use free services online but our data is used behind the scenes to target sales and ads often with no choice and without our awareness.

Today we can choose to opt in to loyalty schemes and trade our personal data for points and with it we accept marketing emails, and flyers through the door, and unwanted calls in our private time.

The free option is to never sign up at all, but by doing so customers pay a premium by not getting the vouchers and discounts.  Or trading convenience of online shopping.

There is a personal cost in all three cases, albeit in a rather opaque trade off.

 

Does the consumer really benefit in any of these scenarios or does the commercial company get a better deal?

In the sustainable future, only a consensual system based on understanding and trust will work well. That’s assuming by well, we mean organisations wish to prevent PR disasters and practical disruption as resulted for example to NHS data in the last year, through care.data.

For some people the personal cost to the infringement of privacy by commercial firms is great. Others care less. But once informed, there is a choice on offer even today to pay for privacy from commercial business, whether one pays the price by paying a premium for goods if not signed up for loyalty schemes or paying with our privacy.

In future we may see a more direct pay-for-privacy offering along  the lines of Nishat Mehta.

And if so, citizens will be asking ever more about how their data is used in all sorts of places beyond the supermarket.

So how can the state profit from the economic value of our data but not exploit citizens?

‘Every little bit of data’ may help consumer marketing companies.  Gaining it or using it in ways which are unethical and knowingly continue bad practices won’t win back consumers and citizens’ trust.

And whether it is a commercial consumer company or the state, people feel exploited when their information is used to make money without their knowledge and for purposes with which they disagree.

Consumer commercial use and use in bona fide research are separate in the average citizen’s mind and understood in theory.

Achieving differentiation in practice in the definition of research purposes could be key to rebuilding consumers’ trust.

And that would be valid for all their data, not only what data protection labels as ‘personal’. For the average citizen, all data about them is personal.

Separating in practice how consumer businesses are using data about customers to the benefit of company profits, how the benefits are shared on an individual basis in terms of a trade in our privacy, and how bona fide public research benefits us all, would be beneficial to win continued access to our data.

Citizens need and want to be offered paths to see how our data are used in ways which are transparent and easy to access.

Cutting away purposes which appear exploitative from purposes in the public interest could benefit commerce, industry and science.

By reducing the private cost to individuals of the loss of control and privacy of our data, citizens will be more willing to share.

That will create more opportunity for data to be used in the public interest, which will increase the public good; both economic and social which the government hopes to see expand.

And that could mean a happy ending for everyone.

The Economic Value of Data vs the Public Good?  They need not be mutually exclusive. But if one exploits the other, it has the potential to continue be corrosive. The UK plc cannot continue to assume its subjects are willing creators and repositories of information to be used for making money. [ref 1] To do so has lost trust in all uses, not only those in which citizens felt exploited.[6]

The economic value of data used in science and health, whether to individual app creators, big business or the commissioning state in planning and purchasing is clear. Perhaps not quantified or often discussed in the public domain perhaps, but it clearly exists.

Those uses can co-exist with good practices to help people understand what they are signed up to.

By defining ‘research purposes’, by making how data are used transparent, and by giving real choice in practice to consent to differentiated data for secondary uses, both commercial and state will secure their long term access to data.

Privacy, consent and separation of purposes will be wise investments for its growth across commercial and state sectors.

Let’s hope they are part of the coming ‘long-term economic plan’.

****

Related to this:

Part one: The Economic Value of Data vs the Public Good? [1] Concerns and the cost of Consent

Part two: The Economic Value of Data vs the Public Good? [2] Pay-for-privacy and Defining Purposes.

Part three: The Economic Value of Data vs the Public Good? [3] The value of public voice.

****

image via Tesco media

[6] Ipsos MORI research with the Royal Statistical Society into the Trust deficit with lessons for policy makers https://www.ipsos-mori.com/researchpublications/researcharchive/3422/New-research-finds-data-trust-deficit-with-lessons-for-policymakers.aspx

[7] AdExchanger Janaury 2015 http://adexchanger.com/data-driven-thinking/the-newest-asset-class-data/

[8] Tesco clubcard data sale https://jenpersson.com/public_data_in_private_hands/  / Computing 14.01.2015 – article by Sooraj Shah: http://www.computing.co.uk/ctg/feature/2390197/what-does-tescos-sale-of-dunnhumby-mean-for-its-data-strategy

[9] Direct Marketing 2013 http://www.dmnews.com/tesco-every-little-bit-of-customer-data-helps/article/317823/

 

#caredata, care.data, engagement, HES, HSCIC, NHS England

Public data in private hands – should we know who manages our data?

When Tesco reportedly planned to sell off its data arm Dunnhumby [1] in January this year, it was a big deal.

Clubcard and the data which deliver customer insights – telling the company who we are, what we buy and how and when we shop using ‘billions of lines of code’ – will clearly continue to play a vital role in the supermarket customer relations strategy, whether its further processing and analysis is in-house or outsourced.

Assuming the business is sold,  clubcard shoppers might wonder who will then own their personal data, if not the shoppers themselves? Who is the data controller and processor? Who will inform customers of any change in its management?

“Dunnhumby has functioned as a standalone outfit in the past few years, offering customer information services to other retailers around the world, and could operate in a similar way for Tesco post-acquisition.”

I haven’t seen in the same media that the Dunnhumby speculation turned into a sale. At least not yet.

In contrast to the commercial company managing customer data for those who choose to take part, the company which manages the public’s data for many state owned services, was sold in December.

For an undisclosed value, Northgate Public Services [2] part of NIS was sold in Dec 2014 to Cinven, a European private equity firm.

What value I wondered does the company have of itself, or what value is viewed intrinsic to the data it works with – health screening, the National Joint Registry and more? It formerly managed HES data. What was part of the deal? Are the data part of the package?

Does the public have transparency of who manages our data?

Northgate has, according to their website, worked with public data, national and local government administrative data since 1969, including the development and management of the NNADC, “the mission critical solution providing continuous surveillance of the UK’s road network. The NADC is integrated with other databases, including the Police National Computer, and supports more than 3 million reads a day across the country.”

Northgate manages welfare support payments for many local authorities and the Welsh Assembly Government.

Data are entrusted to these third parties by the commercial or public body, largely without informing the public.

One could argue that a ‘named owner and processor’ is irrelevant to the public, which is probably true when things are done well.

But when things go wrong or are changed, should ‘the supplier’ of the data, or rather the public whose data it is, not be told?

If so, citizens would be informed and know who now accesses or even owns our public data that Northgate had in the past. Different firms will have different levels of experience, security measures and oversight of their practices than others. To understand how this works could be an opportunity for transparency to create trust.

Trust which is badly needed to ensure consensual data sharing continues.

So what will the future hold for these systems now owned by a private equity firm?

The buyer of Northgate Public Services, Cinven, has experience making a profit in healthcare.

We hear few details of plans available in the public domain about the NHS vision for data management and its future in public research.

We generally hear even less about the current management of the public’s data unless it is in a crisis, as front page stories will testify to over the last year. care.data has been in good company generating anger, with HMRC, the electoral register and other stories of legal, but unexpected data use of citizens’ data.

As a result we don’t know what of our public data is held by whom.

The latest news reported by the DM [3] will not be popular either given that 2/3rds of people asked in research into public trust over the governance of data [4] have concerns about public data in the hands of private firms:

“Controversial plans to give private companies such as Google responsibility for storing people’s private personal health data could be revived, a minister has suggested.”

Could there ever be privatisation plans afoot for HSCIC?

It’s going to be interesting to see what happens next, whoever is making these decisions on our behalf after May 7th.

Certainly the roadmap, business plan, SIAM goals, and framework agreement [5] have given me cause to consider this before. The framework agreement specifically says change to its core functions or duties would require further primary legislation.”
[HSCIC DH framework agreement]

hscic_DH_framework

 

Changes to the HSCIC core remit, such as privatising the service, would require a change in legislation which would by default inform parliament.

Should there not be the same onus to inform the public whose data they are? Especially with “protection of patients being paramount”.  One could say protections should apply to our consumer data too.

Regardless of whether data are managed in-house or by another third party, by the state or commercial enterprise, if third parties can be outsourced or even sold, should consumers not always know who owns our data and of any changes in that guardianship?

Taking into account the public mistrust of commercial companies’ data management I would like to think so.

Further privatising the workings of our state data without involving the public in the process would certainly be a roadmap to driving public confidence on data sharing into the ground.

So too, when it comes to public trust, we might find when the commercial sale of consumer Clubcard data goes ahead, every little does not help.

****

Refs:

[1] Computing 14.01.2015 – article by Sooraj Shah: http://www.computing.co.uk/ctg/feature/2390197/what-does-tescos-sale-of-dunnhumby-mean-for-its-data-strategy

[2] Northgate sale to Cinven http://www.northgate-is.com/press-release-nps.html / http://www.northgatepublicservices.co.uk/

[3]  On the future of data handling http://www.dailymail.co.uk/news/article-3066758/Could-Google-look-NHS-data-Controversial-plans-revived-minister-says-technology-firms-best-placed-look-information-securely.html

[4] Ipsos MORI research with the Royal Statistical Society into the Trust deficit with lessons for policy makers https://www.ipsos-mori.com/researchpublications/researcharchive/3422/New-research-finds-data-trust-deficit-with-lessons-for-policymakers.aspx

[5] HSCIC DH Framework agreement http://www.hscic.gov.uk/media/13866/Framework-Agreement-between-the-Department-of-Health-and-the-HSCIC/pdf/Framework_Agreement_between_the_Department_of_Health_and_the_Health_and_Social_Care_Information_Cent.pdf

#caredata, care.data, choice, genomics, NHS England, research, scope

Wearables: patients will ‘essentially manage their data as they wish’. What will this mean for diagnostics, treatment and research and why should we care? [#NHSWDP 3]

 

Consent to data sharing appears to be a new choice firmly available on the NHS England patient menu if patient ownership of our own records, is clearly acknowledged as ‘the operating principle legally’.

Simon Stevens, had just said in his keynote speech:

“..smartphones; […] the single most important health treatment and diagnostic tool at our disposal over the coming decade and beyond ” Simon Stevens, March 18 2015.

Tim Kelsey, Director Patients and Information, NHS England, then talked about consent in the Q&A:

“We now acknowledge the patient’s ownership of the record […] essentially, it’s always been implied, it’s still not absolutely explicit but it is the operating principle now legally for the NHS.

“So, let’s get back to consent and what it means for clinical professionals, because we are going to move to a place where people will make those decisions as they currently do with wearable devices, and other kinds of mobile, and we need to get to a point where people can plug their wearable device into their medical record, and essentially manage their data as they wish.

“It is essentially, their data.”

How this principle has been applied in the past, is being now, and how it may change matters, as it will affect many other areas.

Our personal health data is the business intelligence of the health industry’s future.

Some parts of that industry will say we don’t share enough data. Or don’t use it in the right way.  For wearables designed as medical devices, it will be vital to do so.

But before some launch into polemics on the rights and wrongs of blanket ‘data sharing’ we should be careful what types of data we mean, and for what purposes it is extracted.It matters when discussing consent and sharing.

We should be clear to separate consent to data sharing for direct treatment from consent for secondary purposes other than care (although Mr Kelsey hinted at a conflation of the two in a later comment). The promised opt-out from sharing for secondary uses is pending legal change. At least that’s what we’ve been told.

Given that patient data from hospital and range of NHS health settings today, are used for secondary purposes without consent – despite the political acknowledgement that patients have an opt out – this sounded a bold new statement, and contrasted with his past stance.

Primary care data extraction for secondary uses, in the care.data programme, was not intended to be consensual. Will it become so?

Its plan so far has an assumed opt-in model, despite professional calls from some, such as at the the BMA ARM to move to an opt-in model, and the acknowledged risk of harm that it will do to patient trust.

The NHS England Privacy Assessment said: ‘The extraction of personal confidential data from providers without consent carries the risk that patients may lose trust in the confidential nature of the health service.’

A year into the launch, Jan 2014, a national communications plan should have solved the need for fair processing, but another year on, March 2015, there is postcode lottery, pilot approach.

If in principle, datasharing is to be decided by consensual active choice,  as it “is the operating principle now legally for the NHS” then why not now, for care.data, and for all?

When will the promised choice be enacted to withhold data from secondary uses and sharing with third parties beyond the HSCIC?

“we are going to move to a place where people will make those decisions as they currently do with wearable devices” [Widening digital participation, at the King’s Fund March 2015]

So when will we see this ‘move’ and what will it mean?

Why plan to continue to extract more data under the ‘old’ assumption principle, if ownership of data is now with the individual?

And who is to make the move first – NHS patients or NHS patriarchy – if patients use wearables before the NHS is geared up to them?

Looking back or forward thinking?

Last year’s programme has become outdated not only in principle, but digital best practice if top down dictatorship is out, and the individual is now to “manage their data as they wish.”

What might happen in the next two years, in the scope of the Five Year Forward Plan or indeed by 2020?

This shift in data creation, sharing and acknowledged ownership may mean epic change for expectations and access.

It will mean that people’s choice around data sharing; from patients and healthy controls, need considered early on in research & projects. Engagement, communication and involvement will be all about trust.

For the ‘worried well’, wearables could ‘provide digital “nudges” that will empower us to live healthier and better lives‘ or perhaps not.

What understanding have we yet, of the big picture of what this may mean and where apps fit into the wider digital NHS application and beyond?

Patients right to choose

The rights to information and decision making responsibility is shifting towards the patient in other applied areas of care.

But what data will patients truly choose to apply and what to share, manipulate or delete? Who will use wearables and who will not, and how will that affect the access to and delivery of care?

What data will citizens choose to share in future and how will it affect the decision making by their clinician, the NHS as an organisation, research, public health, the state, and the individual?

Selective deletion could change a clinical history and clinician’s view.

Selective accuracy in terms of false measurements [think diabetes], or in medication, could kill people quickly.

How are apps to be regulated? Will only NHS ‘approved’ apps be licensed for use in the NHS and made available to choose from and what happens to patients’ data who use a non-approved app?

How will any of their data be accessed and applied in primary care?

Knowledge is used to make choices and inform decisions. Individuals make choices about their own lives, clinicians make decisions for and with their patients in their service provision, organisations make choices about their business model which may include where to profit.

Our personal health data is the business intelligence of the health industry’s future.

Who holds the balance of power in that future delivery model for healthcare in England, is going to be an ongoing debate of epic proportions but it will likely change in drips rather than a flood.

It has already begun. Lobbyists and companies who want access to data are apparently asking for significant changes to be made in the access to micro data held at the ONS. EU laws are changing.

The players who hold data, will hold knowledge, will hold power.

If the NHS were a monopoly board game, data intermediaries would be some of the wealthiest sites, but the value they create from publicly funded NHS data, should belong in the community chest.

If consent is to be with the individual for all purposes other than direct care, then all data sharing bodies and users had best set their expectations accordingly. Patients will need to make wise decisions, for themselves and in the public interest.

Projects for research and sharing must design trust and security into plans from the start or risk failure through lack of participants.

It’s enormously exciting.  I suspect some apps will be rather well hyped and deflate quickly if not effective. Others might be truly useful. Others may kill us.

As twitter might say, what a time to be alive.

Digital opportunities for engaging citizens as far as apps and data sharing goes, is not only not about how the NHS will engage citizens, but how citizens will engage with what NHS offering.

Consent it seems will one day be king.
Will there or won’t there be a wearables revolution?
Will we be offered or choose digital ‘wellness tools’ or medically approved apps? Will we trust them for diagnostics and treatment? Or will few become more than a fad for the worried well?
Control for the individual over their own data and choice to make their own decisions of what to store, share or deny may rule in practice, as well as theory.
That practice will need to differentiate between purposes for direct clinical care and secondary uses as it does today, and be supported and protected in legislation, protecting patient trust.
“We are going to move to a place where people will make those decisions as they currently do with wearable devices, and other kinds of mobile, and we need to get to a point where people can plug their wearable device into their medical record, and essentially manage their data as they wish.”
However as ‘choice’ was the buzzword for NHS care in recent years – conflated with increasing the use of private providers – will consent be abused to mean a shift of responsibility from the state to the individual, with caveats for how it could affect care?
With that shift in responsibility for decision making, as with personalized budgets, will we also see a shift in responsibility for payment choices from state to citizen?
Will our lifestyle choices in one area exclude choice in another?
Could app data of unhealthy purchases from the supermarket or refusal to share our health data, one day be seen as refusal of care and a reason to decline it? Mr Kelsey hinted at this last question in the meeting.
Add a population stratified by risk groups into the mix, and we have lots of legitimate questions to ask on the future vision of the NHS.
He went on to say:
“we have got some very significant challenges to explore in our minds, and we need to do, quite urgently from a legal and ethical perspective, around the advent of machine learning, and …artificial intelligence capable of handling data at a scale which we don’t currently do […] .
“I happen to be the person responsible in the NHS for the 100K genomes programme[…]. We are on the edge of a new kind of medicine, where we can also look at the interaction of all your molecules, as they bounce around your DNA. […]
“The point is, the principle is, it’s the patient’s data and they must make decisions about who uses it and what they mash it up with.”
How well that is managed will determine who citizens will choose to engage and share data with, inside and outside our future NHS.
Simon Stevens earlier at the event, had acknowledged a fundamental power shift he sees as necessary:
“This has got to be central about what the redesign of care looks like, with a fundamental power shift actually, in the way in which services are produced and co-produced.”

That could affect everyone in the NHS, with or without a wearables revolution.

These are challenges the public is not yet discussing and we’re already late to the party.

We’re all invited. What will you be wearing?

********
[Previous: part one here #NHSWDP 1  – From the event “Digital Participation and Health Literacy: Opportunities for engaging citizens” held at the King’s Fund, London, March 18, 2015]

[Previous: part two #NHSWDP 2: Smartphones: the single most important health treatment & diagnostic tool at our disposal]

********

Apple ResearchKit: http://techcrunch.com/2015/03/09/apple-introduces-researchkit-turning-iphones-into-medical-diagnostic-devices/#lZOCiR:UwOp
Digital nudges – the Tyranny of the Should by Maneesha Juneja http://maneeshjuneja.com/blog/2015/3/2/the-tyranny-of-the-should

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#caredata, care.data, choice, empowerment, engagement, genomics, NHS England

smartphones: the single most important health treatment & diagnostic tool at our disposal [#NHSWDP 2]

After Simon Stevens big statement on smartphones at the #NHSWDP event, I’d asked what sort of assessment had the NHS done on how wearables’ data would affect research.

#digitalinclusion is clearly less about a narrow focus on apps than applied skills and online access.

But I came away wondering how apps will work in practice, affect research and our care in the NHS in the UK, and much more.

What about their practical applications and management?

NHS England announced a raft of regulated apps for mental health this week, though it’s not the first approved.  

This one doesn’t appear to have worked too well.

The question needs an answer before many more are launched: how will these be catalogued, indexed and stored ? Will it be just a simple webpage? I’m sure we can do better to make this page user friendly and intuitive.

This British NHS military mental health app is on iTunes. Will iTunes carry a complete NHS approved library and if so, where are the others?

We don’t have a robust regulation model for digital technology, it was said at a recent WHF event, and while medical apps are sold as wellness or fitness or just for fun, patients could be at risk.

In fact, I’m convinced that while medical apps are being used by consumers as medical devices, for example as tests, or tools which make recommendations, and they are not thoroughly regulated, we *are* at risk.

If Simon Stevens sees smartphones as: “going to be the single most important health treatment and diagnostic tool at our disposal over the coming decade and beyond,” then we’d best demand the tools that work on them, work safely. [speech in full]

And if his statement on their importance is true, then when will our care providers be geared up to accepting extracts of data held on a personal device into the local health record at a provider – how will interoperability, testing and security work?

And who’s paying for them? those on the library right now, have price tags. The public should be getting lots of answers to lots of questions.

“Over the coming decade”  has already started.

What about Research?: I know the Apple ResearchKit had a big reaction, and I’m sure there’s plenty of work already done on expectations of how data sharing in wearables affect research participation. (I just haven’t read it yet, but am interested to do so,  feel free to point any my way).

I was interested in the last line in this article: “ResearchKit is a valiant effort by Apple, and if its a hit with scientists, it could make mass medical research easier than ever.”

How do we define ‘easier’? Has Apple hit on a mainstream research app? How is ‘mass medical research’ in public health for example, done today and how may it change?

Will more people be able to participate in remote trials?

Will more people choose to share their well-being data and share ‘control’ phenotype data more in depth than in the past?

Are some groups under- or not-at-all represented?

How will we separate control of datasharing for direct care and for other secondary uses like research?

Quality: Will all data be good data or do we risk research projects drowning in a data tsunami of quantity not quality? Or will apps be able to target very specific trial data better than before?

How: One size will not fit all. How will data stored in wearables affect research in the UK? Will those effects differ between the UK and the US, and will app designs need different approaches due to the NHS long history and take into account single standards and be open? How will research take historical data into account if apps are all ‘now’? How will research based on that data be peer reviewed?

Where: And as we seek to close the digital divide here at home, what gulf may be opening up in the research done in public health, the hard to reach, and even between ‘the west’ and ‘developing’ countries?

In the UK will the digital postcode lottery affect care? Even with a wish for wifi in every part of the NHS estate, the digital differences are vast. Take a look at Salford – whose digital plans are worlds apart from my own Trust which has barely got rid of Lloyd George folders on trolleys.

Who: Or will in fact the divide not be by geography, but by accessibility based on wealth?  While NHS England talks about digital exclusion, you would hope they would be doing all they can to reduce it. However, the mental health apps announced just this week each have a price tag if ‘not available’ to you on the NHS.

Why: on what basis will decisions be made on who gets them prescribed and who pays for the,  where apps are to be made available for which area of diagnosis or treatment, or at all if the instructions are “to find out if it’s available in your area email xxx or call 020 xxx. Or you could ask your GP or healthcare professional.”

The highest intensity users of the NHS provision, are unlikely to be the greatest users of growing digital trends.

Rather the “worried well” would seem the ideal group who will be encouraged to stay away from professionals, self-care with self-paid support from high street pharmacies. How much could or will this measurably benefit the NHS, the individual and make lives better? As increasingly the population is risk stratified and grouped into manageable portions, will some be denied care based on data?

Or will the app providers be encouraged to promote their own products, make profits, benefit the UK plc regardless of actual cost and measurable benefits to patients?

In 2013, IMS Health reported that more than 43,000 health-related apps were available for download from the Apple iTunes app store. Of those, the IMS Institute found that only 16,275 apps are directly related to patient health and treatment, and there was much to be done to move health apps from novelty to mainstream.

Reactionary or Realistic – and where’s the Risks Assessment before NHS England launches even more approved apps?

At the same time as being exciting,  with this tempting smörgåsbord of shiny new apps comes a set of new risks which cannot responsibly be ignored. In patient safety, cyber security, and on what and who will be left out.

Given that basic data cannot in some places be shared between GP and hospital due for direct care to local lack of tech and the goal is another five years away, how real is the hype of the enormous impact of wearables going to be for the majority or at scale?

On digital participation projects: “Some of the work that has already been done by the Tinder Foundation, you take some of the examples here, with the Sikh community in  Leicester around diabetes, and parenting in other parts of the country, you can see that this is an agenda which can potentially get real quite quickly and can have quite a big impact.”
(Simon Stevens)

These statements, while each on different aspects of digital inclusion, by Simon Stevens on smartphones, and scale, and on consent by Tim Kelsey, are fundamentally bound together.

What will wearables mean for diagnostics, treatment and research in the NHS? For those who have and those who have not?

How will sharing data be managed for direct care and for other purposes?

What control will the patriarchy of the NHS reasonably expect to have over patients choice of app by any provider? Do most patients know at all, what effect their choice may have for their NHS care?

How will funding be divided into digital and non-digital, and be fair?

How will we maintain the principles and practice of a ‘free at the point of access’ digital service available to all in the NHS?

Will there really be a wearables revolution? Or has the NHS leadership just jumped on a bandwagon as yet without any direction?

****

[Next: part three  – on consent – #NHSWDP 3: Wearables: patients will ‘essentially manage their data as they wish’. What will this mean for diagnostics, treatment and research and why should we care?] 

[Previous: part one – #NHSWDP 1: Thoughts on Digital Participation and Health Literacy: Opportunities for engaging citizens in the NHS – including Simon Stevens full keynote speech]

#caredata, care.data, change management, leadership, mental health, NHS, NHS England

Thoughts on Digital Participation and Health Literacy: Opportunities for engaging citizens in the NHS [#NHSWDP 1]

“..smartphones […] the single most important health treatment and diagnostic tool at our disposal over the coming decade and beyond “

That’s what Simon Stevens said at a meeting on “digital participation and health literacy: opportunities for engaging citizens” in the National Health Service this week, at the King’s Fund in London.

It seemed a passing comment, but its enormity from the Chief Executive of the commissioning body for the NHS, made me catch my breath.

Other than inspiration from the brilliance of Helen Milner, Chief Executive of the Tinder Foundation – the only speaker who touched on the importance of language around digital participation – what did I take away from the meeting?

The full text of Simon Steven’s speech is below at the end of this post, but he didn’t elaborate further on this comment.

Where to start?

The first thing I took away to think about, was the impact of the statement. 

“the single most important health treatment and diagnostic tool at our disposal over the coming decade and beyond “

So I thought about that more in a separate post, part two.

The second, was on consent.

This tied into the statement by Tim Kelsey, Director of Patients and Information at NHS England. It seems that the era when consent will be king is fast approaching, and I thought about this more in part three.

The third key learning I had of the day, which almost everyone I met voiced to me was, that the “best bit of these events is the learnings outside the sessions, from each other. From other people you meet.”

That included Roger who we met via video. And GP Dr Ollie Hart. All the tweeps I’ve now met in real life, and as Roz said, didn’t disappoint. People with experience and expertise in their fields. All motivated to make things better and make things work, around digital, for people.

Really important when thinking about ‘digital’ it doesn’t necessarily mean remote or reduce the people-time involved.

Change happens through people. Not necessarily seen as ‘clients’ or ‘consumers’ or even ‘customers’. How human interaction is supported by or may be replaced by digital contact fascinates me.

My fourth learning? was about how to think about data collection and use in a personalised digital world.

Something which will be useful in my new lay role on the ADRN approvals panel (which I’m delighted to take on and pretty excited about).

Data collection is undergoing a slow but long term sea change, in content, access, expectations, security & use.

Where, for who, and from whom data is collected varies enormously. It’s going to vary even more in future if some will have free access to apps, to wifi, and others be digitally excluded.

For now, the overall effect is perhaps only ripples on the surface (like interruptions to long-term research projects due to HSCIC data stops after care.data outcry) but research direction, and currents of thought may shift fundamentally if how we collect data changes radically for even small pockets of society, or the ‘worried well’.

My fifth learning, was less a learning and more the triggering of lots of questions on wearables about which I want to learn more.

#digitalinclusion is clearly less about a narrow focus on apps than applied skills and online access.

But I came away wondering how apps will affect research and the NHS in the UK, and much more.

[Next: part two #NHSWDP 2: Smartphones: the single most important health treatment & diagnostic tool at our disposal – on wearables]

[And: part three #NHSWDP 3: Wearables & Consent: patients will ‘essentially manage their data as they wish’. What will this mean for diagnostics, treatment and research and why should we care?]

*****

Full text of the speech given by Simon Stevens, Keynote speaker:

“The reality is we all can see that we’ve got to change […] as part of that we have got to have more integrated services, between primary and specialist services, between physical and mental health services, and between health and social care services.

“And the guiding principle of that integration has got to be care that is personal, and coordinated around individuals, with leadership of communities and patient groups.

“There is no way that can happen without a strong, technological underpinning using the information revolution which is sweeping just about every other part of the economy.

“We are not unusual in this country in having a health sector which has been a little slower, in some respects, than many other parts of national life to take full advantage of that.

“We are not unusual, because that is the experience of health services in every industrialised country.

“We obviously have a huge opportunity, and have a comparative advantage in the way that the NHS is organised, to put that right.

“We know that 8 out of 10 adults are now online, we know that two thirds of people in this country have got smartphones which is going to be the single most important health treatment and diagnostic tool at our disposal over the coming decade and beyond.

“But we know we have got 6.4m people who are not.

“And so when you of course then get serious about who are those six and a half million people, many of them are our highest users of services with the greatest needs.

“So this is not an optional extra. This has got to be central about what the redesign of care looks like, with a fundamental power shift actually, in the way in which services are produced and co-produced.

“This agenda goes to the heart of what we’ve got to get right, not just on inequalities but around co-production of services and the welcome steps that have been taken by the organisations involved, I think that the point is obviously we have now got to scale this in a much more fundamental fashion, but when you look at the impact of what has already been achieved, and some of the work that has already been done by the Tinder Foundation, you take some of the examples here, with the Sikh community in  Leicester around diabetes, and parenting in other parts of the country, you can see that this is an agenda which can potentially get real quite quickly and can have quite a big impact.

“The early evaluation anyway indicates that about half of people involved say they are leading healthier lives on the back of it, 48% in healthy eating, a third do more physical activity, 72% say they have saved money or time.

“Given that we are often talking about resource poor, time poor communities, that is hugely impactful as well.

“So my role here today, I think is simply to underline the weight that we place on this, as NHS England nationally, to thank all of you for the engagement that you have been having with us, and to learn from the discussion we are about to have as what you see where you see key priorities and what you need from us.”

[March 18, 2015 at the event “Digital Participation and Health Literacy: Opportunities for engaging citizens” held at the King’s Fund, London]

 

#caredata, care.data, HSCIC, NHS England, transparency

The future of care.data in recent discussions

Questions were raised at two health events this week, on the status of the care.data programme.

The most recent NHS England announcement about the care.data rollout progress, was made in October 2014.

What’s the current status of Public Information?

The IIGOP review in December 2014 [1], set 27 criteria for the programme to address.

The public has not yet seen a response, but according to the GPES minutes one was made at the end of January.

Will it be released in the public domain?

An updated privacy impact assessment “was approved by the care.data programme board and will be published in February 2015.” It has not yet been made public.

Limited and redacted programme board materials were released and the public awaits to see if a business case or more will be released in the public interest.

Risks and issues have been redacted or not released at all, such as the risk register.

There is no business case in place, confirmed page 6 of the October 2014 board minutes – I find that astonishing.

It is hard to know if more material will be made public as recommended in their own transparency agenda.

What is the current state of open questions?

Professionals and public are still interested in the current plan, and discussions this week at the Roy Lilley chat with Dr. Sarah Wollaston MP, again raised some open questions.

1. What happened to penalties for misuse and ‘one strike and out’ ?

Promised  in Parliament by Dr. Dan Poulter,  Parliamentary Under Secretary of State at the Department of Health, a year ago – questions on penalties are still being asked and  without a clear public answer of all that has changed since then and what remains to be done:

care.data penalties are unclear

Poulter on care.data penalties

[Hansard, March 25 2014 ] [2]

Some changes are being worked on [written evidence to HSC]*[7] planned for autumn 2015 – but does it clarify what has happened concretely to date and how it will protect patients in the pathfinder?

“The department is working to table these regulations in Parliament in 2015, to come into force in the autumn.”

Did this happen? Are the penalties proportionate for big multi-nationals, or will other safeguards be introduced, such as making misuse a criminal offence, as suggested?

2. What about promises made on opt out?

One year on the public still has no fair processing of personal data released by existing health providers. It was extracted in the past twenty-five years, the use of which by third parties was not public knowledge. (Data from hospital visits (HES), mental health, maternity data etc).

The opt out of all data sharing from secondary care such as A&E, stored at the HSCIC, was promised by Jeremy Hunt, Secretary of State for Health, a year ago, on February 25th 2014.

It has still not come into effect and been communicated:

Jeremy Hunt on care.data opt out

[Hansard February 25 2014, col 148] [3]

Jeremy Hunt MP

 

In fact the latest news reported in the media was that opt out ‘type 2’ was not working, as expected. [4]

Many in the public have not been informed at all that they can request opt out, as the last public communication attempt failed to reach all households, yet their data continues to be released.

3. What about clarifying the purposes of the Programme?

The public remains unclear about the purpose of the whole programme and data sharing, noted at the Roy Lilley event:

A business case, and a risk benefit analysis would improve this.

Flimsy assurances based on how data may be used in the initial extraction will not be enough to assure the public how their data will be used in future and by whom, not just the next six months or so.

Once released, data is not deleted, so a digital health footprint is not just released for care.data, it is given up for life. How much patients trust the anonymous, pseudonymous, and what is ‘de-identified’ data depends on the individual, but in a world where state-held data matching form multiple sources is becoming the norm, many in the public are skeptical.[5]

The controls over future use and assurances that are ‘rock solid’, will only be trustworthy if what was promised, happens.

To date, that is not the case or has not been communicated.

What actions have been taken recently?

Instead of protecting the body, which in my opinion has over the last two years achieved external scrutiny of care.data and ensuring promises made were kept, the independent assurance committee, the IAG, is to be scrapped.

The data extraction and data release functions are to be separated.

This could give the impression that data is no longer to be extracted only when needed for a specific purpose, but lends weight to the impression that all data is to be “sucked up” and purposes defined later. If care.data is purposed to replace SUS, it would not be a surprise.

It would however contravene fair processing data protection which requires the purposes of use to be generally clear before extraction.  Should use change, it must be fair. [For example, to have had consent for data sharing for direct care, but then use the data for secondary uses by third parties,  is such a significant change, one can question whether that falls under ‘fair’ looking at ICOs examples.]

So, what now, I asked Dr. Poulter after the Guardian healthcare debate on Tuesday evening this week on giving opt out legal weight?
(I would have asked during the main session, but there was not enough time for all questions).

care.data opt out open question

 

He was not able to give any concrete commitment to the opt out for HES data, or care.data, and simply did not give any answer at all.

What will happen next? Will the pathfinders be going live before the election in May? I asked.

Without any precise commitment, he said that everything was now dependent on Dame Fiona’s IIGOP response to the proposals [made by NHS England].

cd_metw2 Dan Poulter MP

 

What has happened to Transparency?

The public has not been given access to see what the NHS England response to the IIGOP/ Caldicott December review was.

The public has no visibility of what the risks are, as seen by the programme board.

The public is still unclear on what the expected benefits are, to measure those risks against.

And without a business case, the public does not know how much it is costing.

Without these, the public cannot see how the care.data board and DH is effectively planning, measuring progress, and spending public money, or how they will be accountable for its outcomes.

The sad thing about this, is that transparency and “intelligent grown up debate” as Sir Manning called for last year, would move this programme positively ahead.

Instead it seems secretive, which is not building trust.  The deficit of that trust is widely recognised and still needs solidly rebuilt.

Little seems to have been done since last year to make it so.

“Hetan Shah, executive director of the Royal Statistical Society said, ‘Our research shows a “data trust deficit”. In this data-rich world, companies and government have to earn citizens’ trust in how they manage and use data – and those that get it wrong will pay the price.” [Royal Statistical Society, 22 July 2014][6]

Shame.

Care.data is after all, meant to be for the public good.

care.data purposes are unclear
It would be in the public interest to get answers to these questions from recent events.

 

refs:

1. IIGOP care.data report December 2014 https://www.gov.uk/government/publications/iigop-report-on-caredata

2. Hansard March 25th 2014: http://www.publications.parliament.uk/pa/cm201314/cmhansrd/cm140325/halltext/140325h0002.htm

3. Hansard February 25th 2014: http://www.publications.parliament.uk/pa/cm201314/cmhansrd/cm140225/debtext/140225-0001.htm

4. NHS England statement on Type 2 opt out http://www.england.nhs.uk/2015/01/23/data-opt-out/

5. Ipsos MORI June 2014 survey: https://www.ipsos-mori.com/researchpublications/researcharchive/3407/Privacy-and-personal-data.aspx

6. Royal Statistical Society on the ‘trust deficit’ http://www.statslife.org.uk/news/1672-new-rss-research-finds-data-trust-deficit-with-lessons-for-policymakers

7. *additional note made, Sun 15th incl. reference HSC Letter from HSCIC

#caredata, care.data, HES, NHS England, scope

care.data – one of our business cases is missing

“The government takes the view that transparency is vital to healthy public services. It has created a new Statistics Commission to improve the quality of information collected (and to end arguments about “fiddling” figures).” [Tim Kelsey, New Statesman, 2001] [1]

In a time of continuing cuts to budgets across the public sector the members of the public have every right and good sense to question, how is public money spent and what is its justification.[#NHS2billion]

For the flagship data extraction care.data programme, it is therefore all the more surprising, that for the short and long term there is [2]:

a) no public proof of how much the programme is costing,
b) little around measurable tangible and intangible benefits,
c) or how the risks have been evaluated.

The Woolly Mammoth in the Room

The care.data programme has been running under its ‘toxic’ [3] brand in a similar form now, for two years.

When asked directly on costs at the Health Select Committee last month, the answer was, at best, woolly.

“Q655   Rosie Cooper: While I appreciate that, can you give us any rough figures? What would a CCG be contributing to this?

Tim Kelsey: I cannot answer that question, but we will very rapidly come back to you with the CCGs’ own estimates of the costs of the programme and how much of that cost is being met by the programme.” [Hansard January 2015][4]

The department appears very unwilling to make public and transparent its plans, risks and costs. I’ve been asking for them since October 2014, in a freedom of information request. [5]

They are still not open. Very much longer will look decidedly shady.

A few limited and heavily redacted parts were released [2] in poor quality .pdf files in Jan 2015, and don’t meet my request as there’s nothing from April-October 2014, and many missing files:

Transparent?

As I followed the minutes and materials released over the last 18 months this was a monstrous gap [7], so I have asked for it before.[8]

I had imagined there was reticence in making it public.
I had imagined, the numbers may be vague.
I hadn’t imagined it just didn’t exist at all.

For the programme whose watchword is transparency, this is more than a little surprising.  A plan had to be drafted to drive transparency, after the FOI was received [which I believe fails section 22 refusal criteria, as the decision to publish was made after the FOI]

– here’s the plan [9] – where are the outcomes?nessie

Is the claim that without care.data the NHS will fail, [10] no more than a myth?

 

Why does the business case and cost/risk analysis matter? What is the future of our data ownership?

 

Because history has a habit of repeating itself and there is a terrible track record in NHS IT which the public cannot afford [22] to allow to repeat, ever again.

The mentality that these unaccountable monster programmes are allowed to grow unchecked, must die out.

Of the NPfIT, Mr Bacon MP said: “This saga is one of the worst and most expensive contracting fiascos in the history of the public sector.”

Last autumn, a new case history [23] examined its rollout, including why local IT systems fail to deliver patient joined up digital records.

Yet, even today, as we hear that IT is critical to the digital delivery of NHS care and we must all be able to access our own health records, we read that tech funds are being cut.

Where is common sense and cohesion of their business planning?

These Big Data programmes do not stand alone, but interact with all sorts of other programmes, policies, and ideas on what will be done and what is possible in future for long term data purposes.

The public is not privvy to that to be able to scrutinise , criticise and positively contribute to plans. That seems short-sighted.

And what of previous data-based ventures? Take as a case study the Dr. Foster IC Joint Venture [NAO, February 2007] [24]

“The Information Centre spent £2.5 million on legal and consultancy advice in developing the joint venture, and setting up the Information Centre. The Information Centre contends that £855,000 of the money paid to KPMG was associated with costs for setting up the Information Centre which included business planning.

However, they could not provide an explicit breakdown of these costs […] We therefore calculate that the total cost to the taxpayer of a 50 per cent share is between £15.4 million and £16.3 million.”

“The Information Centre paid £12 million in cash for a 50 per cent share of the joint venture (see Figure 2 overleaf).

The UK plc made a sizeable investment here. The UK state invested UK taxes in this firm – so what’s the current business case for using data? How transparent are our current state assets and risks?

Being a shareholder in one half, it is fair to ask who are we now sharing the investment risk with or was this part sold soon after?[25] Was that investment a long-term one, or always meant to be so short term and are there any implications for the future of HSCIC?

In 2011 this report [26] another investment group, Bamboo holdings [related to other investor companies], wanted but did not succeed in selling its Dr. Foster stock at an acceptable price, said the portfolio introduction due in their words, to ‘poor performance’.  [Annual investor review from 2013 [p.5]

So what risks does the market see as a whole which are not made available to the public which affect how data is used and shared?

What of the other parts of Dr. Foster Research and so on, we, the state, went on to buy or sell later? It appears complex.

Is the commercial benefit to be made for private companies, seen as part of the big picture benefit to the UK plc or where does state investment and expectation for economic growth fit in?

What assessment has been made of the app market in the NHS and how patient data is expected in future to be held by the individual, released by personal choice to providers through phones?

Is a state infrastructure being built which in the surprisingly short term, may see few healthy people who store their data in it or will we see bias to exclude those with the money and technology to opt out who prefer to keep their health data in a handheld device?

What is the government plan for the future of the HSCIC and our data it manages? The provider Northgate was just bought by European private equity firm Cinven, which now manages a huge swathe of UK’s data [32] and HSCIC brought others in-house. [33]

“Its software and services are used by over 400 UK local authorities, all UK police forces, social housing providers in the UK and internationally, and NHS hospitals. Its IT projects support the sharing of information for criminal intelligence and investigations across UK police forces and the management of health screening records in the UK and in Ireland.”

All the easier to manage – or to manage to sell off?

Is the business plan future-proofed to survive the new age of health data management?

One of the problems with business cases for programmes which drag on and get swamped down in delays, is they become obsolete.

The one year mark has now passed in the announced care.data pause, announced on February 18th 2014.

The letter from Mr.Kelsey on April 14th 2014, said they would use the six months to listen and act on the view of patients, public, GPs and stakeholders.

Many of the open questions remain without any reply at all, never mind public answers to solutions to open issues.

The spine proposal by medConfidential [30] is one of the best and clearest proposals I have found with practical solutions to the failed opt out 9Nu4 for example.

Will these be addressed, or will NHS England answer the Data Guardian report and 27 questions [31] from December?

Is care.data arthritic or going quietly extinct? The last public information made available, is that it is rolling on in the background towards the pathfinders.

“By when will NHS England commit to respect the 700,000 objections to secondary data sharing already logged but not enacted?” [updated ref June 6th 2015]

How is the business plan kept up to date as the market moves on?

Is Big Data in the NHS too big to survive or has the programme learned to adapt and changed?

As Peter Mills asked a year ago, “Is the Government going to take this, as a live issue, into the next general election? Or will it (like the National Programme for IT) continue piecemeal, albeit without the toxic ‘care.data’ banner? “

The care.data programme board transparency agenda in Nov 2014 : “The care.data programme has yet to routinely publish agendas, minutes, highlight reports and finalised papers which arise from the care.data Programme Board.

“This may lead to external stakeholders and members of the public having a lack of confidence in the transparency of the programme.”

We all recognise the problem, but where’s the solution?

Where’s the cost, benefit and risk analysis?

Dear NHS England. One of your business cases is missing.
Why has the public not seen it?
Why are you making it hard to hunt down?
Why has transparency been gagged?

Like Dippy, the care.data business case belongs in the public domain, not hidden in a back room.

Like the NHS, the care.data full risk & planning files belong to us all.

Or is the truth that, like Nessie, despite wild claims, they may not actually exist?

***

more detail:

[1] New Statesman article, Tim Kelsey, 2001

[2]http://www.england.nhs.uk/ourwork/tsd/care-data/prog-board/ care.data programme board webpage

[3] http://www.infosecurity-magazine.com/news/nhs-caredata-pr-fiasco-continues/

[4] http://data.parliament.uk/writtenevidence/committeeevidence.svc/evidencedocument/health-committee/handling-of-nhs-patient-data/oral/17740.html

[5] https://www.whatdotheyknow.com/request/caredata_programme_board_minutes?nocache=incoming-621173#incoming-621173

[6] http://www.england.nhs.uk/wp-content/uploads/2015/02/cd-prog-brd-highlt-rep-15-12-14.pdf

[7] http://www.telegraph.co.uk/news/science/science-news/11377168/Natural-History-Museums-star-Dippy-the-dinosaur-to-retire.html

[8] https://jenpersson.com/care-data-postings-summary/

[9] http://www.england.nhs.uk/wp-content/uploads/2015/02/propsl-transpncy-pub-cd-papers.pdf

[10] http://www.computerweekly.com/news/2240215074/NHS-England-admits-failure-to-explain-benefits-of-caredata

[11] http://nuffieldbioethics.org/blog/2014/care-data-whats-in-a-dot-and-whats/

[12] http://www.theinformationdaily.com/2014/03/26/business-scents-boom-in-personal-information-economy

[13] http://www.hscic.gov.uk/article/3887/HSCIC-publishes-strategy-for-2013-2015

[14] https://jenpersson.com/flagship-care-data-2-commercial-practice/

[15] http://www.publications.parliament.uk/pa/ld201415/ldhansrd/text/141015-0001.htm

[16] http://www.publications.parliament.uk/pa/ld201415/ldhansrd/text/141015-0001.htm

[17] http://www.legislation.gov.uk/ukpga/2014/23/pdfs/ukpga_20140023_en.pdf

[18] https://jenpersson.com/hear-evil-evil-speak-evil/

[19] https://www.whatdotheyknow.com/request/nhs_patient_data_sharing_with_us

[20] http://www.hscic.gov.uk/hesdatadictionary

[21] http://www.bbc.co.uk/news/uk-politics-24130684

[22]  http://www.nao.org.uk/wp-content/uploads/2007/02/0607151.pdf

[23] http://www.cl.cam.ac.uk/~rja14/Papers/npfit-mpp-2014-case-history.pdf

[24] http://www.nao.org.uk/wp-content/uploads/2007/02/0607151.pdf

[25] http://www.healthpolicyinsight.com/?q=node/688

[26]http://www.albion-ventures.co.uk/ourfunds/pdf%20bamboo/Bamboo%20IOM%20signed%20interims%2030611.pdf

[27] http://www.v3.co.uk/v3-uk/news/2370877/nhs-needs-patients-digital-data-to-survive-warns-health-chief

[28 ]http://uk.emc.com/campaign/global/NHS-Healthcare-Report-2014/index.htm

[29 ] http://uk.emc.com/campaign/global/NHS-Healthcare-Report-2014/index.htm

[30] https://medconfidential.org/wp-content/uploads/2015/01/2015-01-29-A-short-proposal.pdf

[31] https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/389219/IIGOP_care.data.pdf

[32] http://www.privateequitywire.co.uk/2014/12/23/215235/cinven-acquire-northgate-public-services

[33] http://www.ehi.co.uk/news/EHI/9886/hscic-starts-sus-and-care-id-transfer