The third theme in the Best Practice checklist is Transparency. There are four items in this theme.
Read the full checklist at: mhdss.ac.uk/best-practice-… (1/10) #MentalHealth #MHDSScot Best Practice for Mental Health Data Science. This checklist
Transparency 1
Today: ensuring that researchers have a process in place for responding to withdrawal requests and that they provide transparency on whether, how and when participants can withdraw their #data. mhdss.ac.uk/best-practice-… (2/10) Circular symbol with a piece of paper at the centre, with a
Transparency 1
Future: appointing a qualified, independent arbiter to arbitrate on complex questions relating to consent and #data withdrawal. mhdss.ac.uk/best-practice-… (3/10) Circular symbol with a piece of paper at the centre, with a
Transparency 2
Today: allowing other researchers to check analyses wherever possible (in addition to peer review). mhdss.ac.uk/best-practice-… (4/10) Circular symbol with a document and a magnifying glass in mi
Transparency 2
Future: developing methods for de-identification, including innovative ways to mask identifiable information. mhdss.ac.uk/best-practice-… (5/10) Circular symbol with a document and a magnifying glass in mi
Transparency 3
Today: monitoring #data quality and taking account of the origin and quality of data when drawing conclusions. mhdss.ac.uk/best-practice-… (6/10) Circular symbol with a chart on a screen and a hand pointing
Transparency 3
Future: incorporating oversight of #data repositories in order to monitor data quality and respond to public enquiries. mhdss.ac.uk/best-practice-… (7/10) Circular symbol with a chart on a screen and a hand pointing
Transparency 4
Today: facilitating research linking mental health data with other sources of public data, such as #education or welfare #data, in order to provide new information of public benefit about #MentalHealth. mhdss.ac.uk/best-practice-… (8/10) Circular symbol with half a brain in centre, which has conne
Transparency 4
Future: providing access to synthetic #data where real data cannot be shared, in order to allow other researchers to check analyses and conclusions. mhdss.ac.uk/best-practice-… (9/10) Circular symbol with half a brain in centre, which has conne
Case studies 2, 4, 7 & 9 focus on the theme of transparency mhdss.ac.uk/case-studies (10/10) Circular symbol with half a brain in centre, which has conne
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More from @EdinUniMentalH

19 Feb
The final theme in the Best Practice checklist is Community. There are 3 items in this theme.
Read the full checklist at: mhdss.ac.uk/best-practice-… #MentalHealth #MHDSScot Best Practice for Mental Health Data Science. This checklist
Community 1
Today: ensuring that participants have as much control over consent as possible. mhdss.ac.uk/best-practice-… Circular symbol with shaking hands in centre, with an umbrel
Community 1
Future: exploring alternative models of consent, which may involve moving away from individualised models of consent mhdss.ac.uk/best-practice-… Circular symbol with shaking hands in centre, with an umbrel
Read 10 tweets
19 Feb
The second theme in the Best Practice checklist is Anonymity. There are three items in this theme.
Read the full checklist at: mhdss.ac.uk/best-practice-… (1/7) #MHDSScot Best Practice for Mental Health Data Science. This checklist
Anonymity 1
Today: using de-identified #data, except where identifiable information is essential to beneficial outcomes. In all cases, the health & benefit of people with lived experience should be prioritised. mhdss.ac.uk/best-practice-… (2/7) Circular symbol with question mark in centre, surrounded by
Anonymity 1
Future: building plans for de-identified #data collected by researchers, scientists and clinical services to be made available for analysis on an open-access basis. mhdss.ac.uk/best-practice-… (3/7) Circular symbol with question mark in centre, surrounded by
Read 8 tweets
19 Feb
The first theme in the Best Practice checklist is Security. there are four items in this theme.
Read the full checklist at: mhdss.ac.uk/best-practice-… (1/10) #MentalHealth #MHDSScot Best Practice for Mental Health Data Science. This checklist
Security 1:
Today: #Data should be accessible to a range of people who conduct research, including authorised academics and clinicians.
mhdss.ac.uk/best-practice-… (2/10) Circular symbol containing a hand holding 3 people with an u
Security 1
Future: providing appropriate training and supervision for #data users, and carrying out criminal record checks where relevant. mhdss.ac.uk/best-practice-… (3/10) Circular symbol containing a hand holding 3 people with an u
Read 11 tweets
19 Feb
Today we officially launch our “Best Practice for Mental Health Data Science” checklist, which was co-created by community experts with a research team. Its purpose is to guide the practice of #data science in #MentalHealth research. View it at: mhdss.ac.uk/best-practice-… (1/3) Best Practice for Mental Health Data Science. This checklist
Researchers conducting new studies should consider each item on the today checklist. Together as a research community, we should also aim to develop and disseminate new protocols to meet the criteria for best practice in the future. Read checklist at mhdss.ac.uk/best-practice-… (2/3) A person stands in the middle of an empty car park, surround
To accompany the checklist, we have compiled a list of case studies, which illustrate how different #MentalHealth #data science teams around the UK are delivering excellence in their research practice. mhdss.ac.uk/case-studies 2 (3/3) 7 different coloured folders on a shelf, representing a numb
Read 4 tweets

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