MatNeo Data Hub Workstreams

The MatNeo Data Hub's work programme is made up of five 'component' workstreams. These are detailed below.

Please contact the Hub Programme Team at phs.matneodatahub@phs.scot if you have questions or suggestions.

1. Manage a visible Maternity and Neonatal Data Hub for Scotland

As well as managing the inter-dependencies among the projects described below, we continue to work closely with the Scottish Perinatal Network, Healthcare Improvement Scotland, Scottish Government and National Records of Scotland.

We are also linking to colleagues undertaking similar national work in England, Wales and Northern Ireland (via a 4-nation maternal data group we established), to UK-wide audits and with IT system suppliers.

Within this workstream we provide regular updates to stakeholders about the programme and conduct stakeholder surveys.  Your feedback allows us to improve the MatNeo Data Hub, to make it more beneficial to our users.

 

2. Align Maternity and Neonatal data collection, extraction and data flow

We have reviewed a comprehensive list of nationally-collected (all-Scotland) datasets for maternity & neonatal care to identify data items that are either duplicated (same thing collected in same way in multiple datasets) or divergent (same thing collected in multiple datasets in similar but different ways).  Somewhat surprisingly, we discovered that there is less duplication and divergence at the data item level than we expected.  At the end of 2019 we confirmed, through a limited consultation, that we hadn’t missed anything important.

The Maternity and Neonatal Data Access Liaison Group for Scotland (MaNDALS) was established to share updates from multiple parallel conversations involving organisations who require all-Scotland-consistent data for national purposes from clinical information systems (mainly BadgerNet), and to align these conversations. The group will meet again in May 2025.

PHS signed a Data Services Agreement with System C in December 2024. This agreement facilitates access to maternity and neonatal data that System C hold on behalf of Scottish NHS boards, where boards ask System C to allow access. We are meeting with System C to discuss how to deal better with changes they make to the BadgerNet systems and how, in future, to add additional data items to PHS MatNeo datasets.

We have developed a secure, automated mechanism to routinely transfer nationally-consistent maternity and neonatal data from BadgerNet systems into Public Health Scotland (PHS). We worked on this with colleagues in National Services Scotland Digital and Security (NSS: DaS) and with System C who provide the BadgerNet systems. The first data to be accessed in this way is antenatal booking and neonatal care data.

NSS DaS have now built a MatNeo Data Platform to hold data and make it available for analysis.  This Data Platform will also be used to support the Congenital Conditions and Rare Diseases Registration and Information Service for Scotland (CARDRISS) and further expanded to include the additional maternity datasets we are developing that are described below.

 

3. Establish new all-Scotland maternity data sets (Enhanced Maternity Dataset for Scotland – EMaDS)

Throughout 2019 we reviewed the national maternity data return (SMR02) and the Scottish Birth Record (SBR; national baby data set), with a view to developing enhanced future maternity and baby data sets that align to current service delivery, and provide more consistent data on maternity care, births and babies.

With the onset of the COVID-19 pandemic we refocussed our Enhanced Maternity Dataset for Scotland (EMaDS) work to capture close-to-real-time data on aspects of antenatal booking.  We were already proposing to separate the collection of antenatal booking data from collection of data on births (and other ends-of-pregnancy). We decided to dramatically accelerate that, and developed an Antenatal Booking Collection (ABC) data set (as an early implementation of a module of EMaDS).  We established weekly reporting for antenatal booking data, and received historic data back to April 2019, so we could report on all women pregnant in March 20 (and thereafter).

We have now established the Antenatal Booking Collection as a routine and enduring all-Scotland data collection.  Numbers of pregnancies booked, and gestation at booking, based on ABC data are presented on the Scottish Pregnancy, Births and Neonatal Data (SPBAND) Dashboard.  Official Statistics on numbers of pregnancies booked, gestation at booking, and smoking status, sourced from the Antenatal Booking Collection, are also published annually in the Antenatal Booking in Scotland publication.

ABC data is used to maintain a dynamic pregnancy cohort for linkage studies (the Scottish Linked Pregnancy and Baby Dataset, SLiPBD). SLiPBD is described in a data resource profile published in July 2024. A similar dynamic pregnancy cohort was used (in the COVID-19 in Pregnancy in Scotland (COPS) study) to monitor COVID vaccine uptake in pregnant women and investigate the effect of COVID-19 infection (and COVID-19 vaccination) on outcomes for mothers and babies. SLiPBD is now allowing PHS to do studies on medicines use in pregnancy.  SLiPBD data also allows us to estimate how many people were pregnant at a point in time and therefore eligible for antenatal screening and immunisations.

PHS have created an expanded version 2 of the Antenatal Booking Collection (ABC2). We have also developed a Mother, Birth and Baby (MoBBa) dataset. MoBBa is intended to be deployed alongside the existing SMR02 dataset to gather additional data on mothers, births and babies that is not included in SMR02.

We are establishing if ABC2 and MoBBa are fit for the purpose of allowing national reporting by analysing one-off data transfers for each dataset. We received BadgerNet Maternity data related to thirteen boards in January 2025 and will shortly receive data from NHS Lothian.  We are checking completeness for each data item and conducting initial analyses to see with what frequency different options appear for each of the data items.  This will allow us to decide if individual data items are available and suitable for national reporting. We will then revise the two datasets and prepare to introduce the revised versions as routine data flows. This will require us to obtain refreshed information governance permissions from territorial boards. We will also work with NSS DaS to complete technical (IT) and data specifications so DaS can add ABC2 data items and the additional MoBBa dataset to the MatNeo Data Platform already developed for ABC and neonatal care data. Our aim is to introduce ABC2 and MoBBa as routine data flows in spring 2026.

We have continued to explore how we can capture data on miscarriage from ‘early pregnancy’ settings. A miscarriage dataset has been developed in collaboration with Scottish Government, clinicians and digital midwives.  We are taking a similar approach, to that described above for ABC2 and MoBBa, to testing whether this miscarriage dataset is collectable and useful. One-off data transfers have been received from System C (containing data from BadgerNet Maternity and the BadgerNet Early Pregnancy and Gynaecology Unit (EPAGU) module) and from NHS Lothian (containing Trak Maternity data). We are doing the same assessments as described above for ABC2 and MoBBa and will follow the same steps to prepare revised proposals for a routine miscarriage data flow, which we are working towards also having in spring 2026.

Tobacco dependency remains the single biggest modifiable determinant of harm in pregnancy.  PHS is actively working to improve the quality of data we collect on tobacco dependency in pregnancy: to understand where, and for whom, need for support is greatest and the impact of interventions to prevent tobacco-related harm.  This complements work underway with midwifes and local public health teams providing tobacco-dependency treatment to collectively consider how we ensure optimal delivery of treatment pathways and services in pregnancy.

 

4. Routine collection of data on specialist neonatal care (NeoCareIn+)

PHS developed a neonatal care dataset (NeoCareIn+) in 2018 and 2019, and analysed a one-off extract of those data items, derived from the BadgerNet Neonatal system, in 2020. Since then, we have been working to make the content of the NeoCareIn+ dataset routinely available for analysis via the secure, automated data transfer mechanism mentioned earlier in this update. This has been in partnership with colleagues in National Services Scotland Digital and Security (NSS DaS) and System C.  NSS: DaS recently completed intensive work with us to specify and build a neonatal component of our MatNeo Data Platform. We have accessed BadgerNet Neonatal data held by System C and loaded NeoCareIn+ data onto the MatNeo Data Platform.

We hope that routine outputs (both public and for the neonatal network) using this new neonatal data flow will be available in mid-2025.  However, ongoing testing of analytical access to neonatal data on the data platform, intensive assessment of data completeness, and conducting initial analyses, is taking a little longer than we wanted so there may be a short delay to availability of NeoCareIn+ data outputs.

 

5. Data displays showing maternity and neonatal CORE measures

We have developed CORE maternity measures for incorporation into maternity dashboards.  This supports Commitment 67 in Best Start: “National level maternity and neonatal dashboards should be developed to facilitate benchmarking and reduce variations in care”.  Such measures, using all-Scotland-comparable data, support individual services and regional collaborations to learn from each other’s experience. To develop the initial list of CORE maternity measures we first explored WHAT measures are used in a variety of local and national dashboards. From this we made recommendations that were discussed in November 2019 with a short life working group. The working group contained representation from Heads of Midwifery, Clinical Directors of Obstetrics, the Scottish Perinatal Network and the Best Start Implementation Programme.

From 2020 many of the CORE maternity measures were presented on a Wider Impacts (of COVID) dashboard.  Pregnancy and Births and babies sections of the Wider Impacts dashboard were updated each month until Sep 2023.  Those two sections were replaced in October 2023 by a new Scottish Pregnancy, Births and Neonatal Data (SPBAND) Dashboard. Data on SPBAND is refreshed quarterly (in January, April, July and October each year).

SPBAND includes the same topics as those that featured in the two sections of the Wider Impacts dashboard it replaces:

  • Pregnancy: number of pregnancies booked; average gestation at booking; number of terminations; average gestation at termination
  • Births and Babies: location of extremely pre-term births; induction of labour; type of birth; third- and fourth-degree perineal tears; pre- and post-term births; stillbirths and infant deaths; Apgar scores

SPBAND offers three ways to view data:  time series charts for individual measures and individual Health Boards; small multiple time series charts, to allow comparison (for a particular measure) across Health Board areas, and a multi-indicator overview that displays multiple measures simultaneously, allowing comparison across Health Board areas.

We are continuing to develop two additional neonatal measures to be included within SPBAND. These are:

  • Median length of stay for babies born at 30+0 to 32+6 weeks, expressed as corrected gestational age at discharge.
  • Percentage of live-born babies who are admitted to a neonatal unit, by BAPM level of care (shown separately for late pre-term – 34+0 to 36+6 weeks – and term/ post-term – 37+0 to 42+6 weeks).

We are discussing definitions for these neonatal measures with the National Neonatal Network Data Group. If our assessments of NeoCareIn+ data (see above) are positive, we plan to introduce these additional measures from either the July 2025 or October 2025 SPBAND refresh.

The Health in the Early Years in Scotland (HEYS) dashboard includes information on infant feeding. Data is refreshed quarterly (in January, April, July and October each year).  A link to data on HEYS is available from the Infant feeding menu item on SPBAND.

We are continuing to maintain a topics index, which catalogues individual maternity and neonatal measures already available.  The Topics Index also includes an up-to-date list of the maternity CORE measures and where to find data on these.  More details are given on the web resources page.

Each year our colleagues in the maternity analytical team in Public Health Scotland publish a series of Official Statistics on pregnancy, childbirth and the early care of babies born in Scotland. See the web resources page for links to these.