Welcome to the ADSoPP Blog.

ADSoPP started in September 2016. It is an ESRC funded project being conducted by a research team based primarily at Ulster University.  The project aims to promote social prescribing as an antidepressive agent. To do so, the team aim to gain access to information about the antidepressant medications being prescribed to the N.I. population. This information will be shared with our project partner Aware Defeat Depression, who will use it to target their interventions to the places and people who need them most.  

Please follow our blog for updates on research progress, comments from the research team and ongoing collaborative work with Aware Defeat Depression.

2018 International Conference for Administrative Data Research

Two project related conference presentations were made at the International Conference for Administrative Data Research, Queen’s University Belfast, 21-22nd June 2018.

1. Mogens Christoffersen, “Is the Prevention Paradox Useful in Suicide Prevention Theory and Strategies?”

2. Mark Shevlin, “Prevalence and predictors of antidepressant prescribing in Northern Ireland”

Dr Christoffersen’s presentation described the extensive Danish registries and outlined how they can be used to test complex social science hypotheses. There was an extensive discussion about how registry data is accessed and how the associated privacy concerns were addressed. He also met with post-graduate research students and discussed the possibility of collaborative research. The discussion after Mark Shevlin’s presentation was around what other data resources could be used through the ADRC-NI. These were described and those who were interested were directed to the ADRN/ADRC-NI website.

Conference website

BBC File on 4

An episode of File on 4 examined the rates of antidepressant prescribing in the UK, particularly looking at the increase rates for young people.

“More antidepressants than ever before are being prescribed to young people in Britain, despite fears that they can cause harm in some cases.

What are the driving factors behind the increase? Is there any merit to claims the drugs are ineffective – and, in some cases, have serious side effects in children? And is the NHS providing the proper support to young people affected by mental illness who are turning to medication to cope?

This, however, is not the first time a surge in the rate of antidepressants being prescribed to young people has been deemed a cause for concern. In 2005, in response to public concern, prescription guidelines were introduced. They included step-by-step instructions for medical professionals who treat patients under 18 years of age; providing, for the first time, standard treatment protocols. In turn, the number of antidepressants being prescribed across the UK declined for a period. But, now, some thirteen years later, the numbers have surpassed pre-NICE guidelines levels – and show no signs of slowing. And there’s evidence that the guidelines themselves are being ignored in some cases.

Paul Connolley investigates the causes and risks of an increasing reliance on medication.”

Listen to the programme here

**The producer of the programme contacted Mark Shevlin and was provided with details of the project findings.

Interview with a Research Support Officer

Recently, Ian Craig from the Research Support Unit (RSU) at NISRA kindly accepted our request to answer a few questions. We thought it might be interesting to do a profile on a Research Support Officer, and get their perspective on administrative data research. Ian and his colleagues are constantly liaising with researchers, ADRC-NI staff, data controllers… they really are right in the thick of it. Ian’s answers are genuine and to the point, which is characteristic of the RSU staff.

1. How did you end up working at NISRA and how long have you been working here?

I returned to Belfast after working in England for a number of years. I worked in two organisations based in Belfast prior to joining NISRA. I have been working in NISRA for eight years.

2. What is your involvement (role and responsibilities) in ADRC-NI?

I am a Research Support Officer within the NISRA Research Support Unit. My role is to provide support for ADRC-NI projects from concept to the provision of data in the secure environment. I am also responsible for clearing outputs (intermediate and final) and monitoring the activities of the secure environment.

3. What do you think are the greatest benefits of using population data linkage?

In my opinion the greatest benefit of using population data linkage is to aid policy makers make informed decisions. It also provides an opportunity to link datasets together that traditionally would not have been linked and hence provide an insight into population trends and possible concerns.

4. What do you think are the obstacles to more widespread use of administrative data through the ADRC-NI?

Time. It takes a lot of time from concept to providing the data in the secure environment. It also involves a lot of effort to secure legal access to the data.

5. What would you change (if anything) about the current process of using administrative linked data in Northern Ireland?

I would not change anything but would enhance the current process by providing the legal rights for RSU to house data from data controllers. This would reduce the time to provide the data to researchers.

6. Any other comments?

ADRC-NI is very young and hence will require time to develop. Have patience.

On behalf of myself and the rest of the ADSoPP team, I would like to extend thanks for this interview to Ian, NISRA-RSU and ADRC-NI.

Stephanie

MONTLY MUST-READ: March 2018

This months must-read is quite simply, major. On February 21st, The Lancet published a meta-analysis of Randomised Control Trials (RCTs) addressing antidepressant use that generated widespread media coverage across the world. This meta-analysis, which psychiatrists from the Royal College of Psychiatrists (RCPsych) participated in creating, reports that ”antidepressants work”. Unfortunately, that is probably the sum of information the public will retain from this research. The full details of the research don’t fit nice and neatly into an attention-grabbing headline. If I were to try and create a reasonable headline for the work, it would probably look something like this:

There appear to be very small to moderate effects for antidepressant use over placebo, suggesting they may be of slight benefit for a small sub-set of patients who are undergoing short-term treatment. However, a cost-benefit analysis for improvement in symptoms versus adverse effects must be conducted. Also, as only average response rate was analysed, the effects for a specific age group, gender, social class, clinical presentation etc. cannot be determined. Please take caution when interpreting these results as specific adverse effects occur over a prolonged period of usage, and this work has only sampled short-term RCTs (<8 weeks). Lastly, note that RCTs in psychopharmacology, such as those sampled in this work, tend to be funded by industry, i.e. big pharmaceutical companies who have vested interests in selling these drugs.

Not exactly as catchy as “antidepressants work”, is it? And it is just the start. This pseudo-headline  I’ve cobbled together to provide a more balanced view of the research doesn’t even begin to cover the lengthy limitations of the meta-analysis, although Robert Whitaker and Dr. Peter Gøtzsche have written particularly good critiques for those who are interested (here and here). A particularly striking soundbite from Dr. Gøtzsche’s critique refers to the manipulation of results in industry-funded trials, and the participation in this meta-analysis of authors who have previously renounced such trials.

“Several of the authors of a 2018 network meta-analysis in the Lancet are well aware that published trial reports of depression pills cannot be trusted. I therefore do not understand why they are authors on this paper. Erick Turner, for example, has been a reviewer for the FDA (Food and Drug Administration) and he showed in 2008 that the effect of depression pills was 32% larger in published trials than in all trials in FDA’s possession” Dr. Peter Gøtzsche

The media storm the Lancet paper generated was furthered by a letter subsequently published in The Times newspaper, signed by Professor Wendy Burn and Professor David Baldwin, the President of RCPsych and the Chair of its Psychopharmacology Committee respectively. The letter stated that for the vast majority of patients, any withdrawal symptoms experienced following antidepressant discontinuation halted within two weeks of stopping treatment. This claim has caused considerable outrage with practitioners, academics and patients in the mental health community (including several psychiatrists), who find claim untrue and potentially dangerous. Thus, a formal complaint was compiled on behalf of several prominent professionals, and submitted to RCPsych by Professor John Read of the University of East London. The formal complaint details several counter-arguments to The Times letter claim, and brandishes it a danger to public health. Professor Read has subsequently been interviewed by James Moore on the subject. He is a renowned researcher with decades of experience in this field, and his responses are more pithy than anything I could write. I strongly recommend that you listen to his interview here.

To conclude, these developments are staggering. Having read the evidence, I can’t help but feel it further illustrates for the need for administrative data research to supplement RCTS such as these. Two critiques of the Lancet paper are that the RCTs sampled assess short-term usage and they fail to assess Global Functioning. Use of administrative data allows us to link data over longer periods of time, so that long-term recovery can be assessed. Global functioning can also be assessed using objective measures such as educational attainment or employment.  Our project in particular, the Antidepressant Social Prescribing Project, has linked antidepressant prescribing to socioeconomic, health and demographic factors. For those of you who are new, you can learn more about the Antidepressant Social Prescribing Project here.

Initial Results from ADSoPP

On March 6th we were pleased to release our initial results to key stakeholders in a roundtable discussion event at Ulster University. In collaboration with Aware NI, we presented our results to representatives from the Royal College of Psychiatrists, the Public Health Agency, the Belfast Health and Social Care Trust, and academics from Ulster University and Queens University Belfast working in the areas of antidepressant use and social prescribing (apologies were sent from the Royal College of General Practitioners and the Department of Health who were unable to attend).

The event began with Professor Mark Shevlin introducing the Administrative Data Research Network, and advocating for administrative data research. Then Mark presented our headline figures and discussed the results we’re prepared to present at this time. Tom McEneany followed, discussing the potential for impact. Tom is our primary contact at Aware NI. Tom and Aware NI are probably the epitome of a great non-academic research partner. Tom used his vast his on-the-ground knowledge to advocate for the power of academic research in VCSE sector work, and discussed how Aware NI will use our results moving forward.

BeFunky Collage.jpg

Top Left: (L-R) Prof. Daniel Boduszek, Dr. Michael Rosato, Prof. Jamie Murphy, Prof. Mark Shevlin and Tom McEneany prepare to present the initial results from ADSoPP. Top Centre: Dr. Donal McAteer and Dr. Orla McBride from Ulster University in discussion. Top Right: Prof. Daniel Boduszek and Tom McEneany discussing variations in prescribing rates. Bottom Left: (L-R) Dr. Mark Rodgers from the Royal College of Psychiatrists, and Stephanie Boyle from Ulster University and Shelley Keenan from the Belfast Health and Social Care Trust discussing social prescribing. Bottom Centre: Katy Karnell from the ADRC-NI,  and Dr. Richard Wilson and Dr. Mark Rodgers from the Royal College of Psychiatrists in discussion. Bottom Right: Prof. Mark Shevlin presenting the initial results to the room.

The roundtable ended with a passionate and involved discussion on our initial results and the current context of antidepressant prescribing in NI. Unfortunately, we cannot make comment on the content of the discussion or the results at this time, as we have a paper in preparation. However, the level of interest our results generated at the event, and the spirited discussion they incited, are an indicator of what’s to come. All said, the event was a great success. On behalf of the research team, I’d like to thank Tom and Aware NI, and all our attendees for their enthusiastic involvement in the event – the discussion continued on past the event end time and I’m sure it would have continued into the night if we let it! I speak for entire team when I say we look forward to similar opportunities to discuss our results in the future. Again, whilst we cannot publish research results on the blog at this time, we will be in a position to do so in the next couple of months. Follow us on Twitter @ADSoPP_NI to keep up with the latest project developments.

Stephanie

Mapping Population Data using QGIS workshop

Mark Shevlin, Stephanie Boyle and Jamie Murphy attend the ‘Mapping Population Data using QGIS’ workshop organised by the Northern Ireland Longitudinal Survey (NILS) Research Forum on Thursday 22nd March 2018.

mapping class

Using settlement band data a map of antidepressant prescribing was produced. A prescribing map at the super output level is planned when the data is available.

map

 

 

MONTHLY MUST-READ: January 2018

“It’s Unlikely That ‘Antidepressants’ Have a True Effect on Depression”

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https://www.madinamerica.com/2018/01/antidepressants-effect-depression/

The must-read this month was suggested by Mark, our chief investigator. It is an article by Dr. Peter Gøtzsche, a scientist who works as part of a team who complete systematic reviews of psychiatric drug trials at the Nordic Cochrane Centre. Dr. Gøtzsche’s argument that antidepressants lack effect in all populations (both those who are currently being treated with antidepressants and are “washed out”, and antidepressant-naïve patients with comorbidities) is compelling.

Stephanie

Interview with a statistician: setting up data for analysis

We now can now initiate data analysis using our de-identified dataset at the Northern Ireland Statistics and Research Agency (NISRA) secure research environment. We were granted access to the dataset a around two weeks ago. When we gained access, the data was in two separate files, one with NISRA Census data and one with Business Services Organisation Enhanced Prescribing Database data. It was then up to Michael to do what he calls “the easy bit”, and link the data using anonymous identification number (researchers are blind to the de-identification process) to set up the file for analysis.

I must say we are lucky to have Michael as a project member. Michael has worked in research for over 30 years, and has been working on the Northern Ireland Longitudinal Study in various roles over the past 10 years. He knows what to expect when data files are delivered, knows what they should look like, and will happily tell you that he has reams of STATA code ready to help him organise the data. Michael was able to set up our dataset in around two weeks. I asked Michael a few questions about the process and here’s what he had to say…

Michael, how long does it generally take to set up a dataset like ours?

“Well… linkage? That takes 5 minutes. Setting up the dataset? Well… that is never-ending. You are constantly organising and reorganising and categorising and preparing it (for analysis, outputs). Then, once you’ve set it up, it probably takes you about a month to get to grips with it. Especially for you…(me, as a new researcher). You need to take time to look at it and get a feel for it. You shouldn’t rush it, as rushing it can lead to mistakes. Actual linkage is pretty quick, but getting a feel for the data and getting outputs can take a few months.

Michael what is generally the most challenging part of setting up a dataset?

“It is getting it right. There are always frustrations and mistakes, those happen to everybody. That’s what I would recommend to new researchers… be careful and take your time. Anyone can make mistakes and we need to continually check what we’re doing”

Anything else?

“Learn STATA. It’s easy to learn and it is a great program for doing this sort of thing. You can do it in other programs but I would always recommend STATA”.

 

‘The Administrative Data Research Network takes privacy protection very seriously. All information that directly identifies individuals will be removed from the datasets by trusted third parties, before researchers get to see it. All researchers using the Network are trained and accredited to use sensitive date safely and ethically, they will only access the data via a secure environment, and all of their findings will be vetted to ensure they adhere to the strictest confidentiality standards.

The help provided by the staff of the ADRC-NI and the NISRA Research Support Unit is acknowledged. The ADRC-NI is funded by the Economic and Research Council. The authors alone are responsible for the interpretation of the data and any views or opinions presented are solely those of the author and do not necessarily represent those of the ADRC-NI. The Census and Business Services Organisation data has been supplied for the sole purpose of this project.’

The data is ‘in the room’

In ADRC-NI lingo, the data is now officially ‘in the room’, meaning we can access our de-identified database in the secure environment at the NISRA Research Support Unit. In actuality, the data has been accessible since the first week of December. However, there is a lot of work that goes into checking, cleaning and setting-up the database. Thankfully, Michael was able to lend his vast experience to the task, and was able to set-up our database for analysis in two weeks (check out my interview with Michael on the process – coming soon!).

projectteam.JPGThe ADSoPP team with Ian Craig from the Research Support Unit at the at the NISRA secure environment. (Left-right: Dr. Michael Rosato, Stephanie Boyle, Dr. Mark Shevlin, Ian Craig and Dr. Jamie Murphy).

As a result of Michael’s hard work, the team were able to come to the NISRA secure environment this week and get started on analysis. Ian Craig, Research Support Officer at NISRA was on hand to induct the team into the secure environment, and provide advice and support throughout. It was a great experience for the team, and a second beginning for the project. I think I speak for us all when I say we look forward to many days such as these to come.