Abstract
Background
We developed a prototype minimum data set (MDS) for English care homes, assessing feasibility of extracting data directly from digital care records (DCRs) with linkage to health and social care data.
Methods
Through stakeholder development workshops, literature reviews, surveys and public consultation we developed an aspirational MDS. We identified ways to extract this from existing sources including DCRs and routine health and social care datasets. To address gaps we added validated measures of delirium, cognitive impairment, functional independence and Quality of Life to DCR software. Following routine health and social care data linkage to DCRs, we compared variables recorded across multiple data sources, using a hierarchical approach to reduce missingness where appropriate. We reported proportions of missingness, mean and standard deviation (SD) or frequencies (%) for all variables.
Results
We recruited 996 residents from 45 care homes in three English Integrated Care Systems. 727 residents had data included in the MDS. Additional data were well completed (<35% missingness at wave 1). Competition for staff time, staff attrition, and software-related implementation issues contributed to missing DCR data. Following data linkage and combining variables where appropriate, missingness was reduced (<=4% where applicable).
Discussion
Integration of health and social care is predicated on access to data and interoperability. Despite governance challenges we safely linked care home DCRs to statutory health and social care datasets to create a viable prototype MDS for English care homes. We identified issues around data quality, governance, data plurality and data completion essential to MDS implementation going forward.
Key points
•DCRs, health and social care datasets contain a range of information which can help provide a more complete picture of residents.
•We developed and implemented a Minimum Dataset linking care home DCRs to statutory health and social care records.
•Information governance for linking data across multiple data owners and data processors is complex and time consuming.
•Standardisation across Digital Care Records Systems would enable data to be used more effectively across the care home sector.
•Establishing shared priorities across key stakeholders interested in care home data is essential to effective MDS implementation.
We developed a prototype minimum data set (MDS) for English care homes, assessing feasibility of extracting data directly from digital care records (DCRs) with linkage to health and social care data.
Methods
Through stakeholder development workshops, literature reviews, surveys and public consultation we developed an aspirational MDS. We identified ways to extract this from existing sources including DCRs and routine health and social care datasets. To address gaps we added validated measures of delirium, cognitive impairment, functional independence and Quality of Life to DCR software. Following routine health and social care data linkage to DCRs, we compared variables recorded across multiple data sources, using a hierarchical approach to reduce missingness where appropriate. We reported proportions of missingness, mean and standard deviation (SD) or frequencies (%) for all variables.
Results
We recruited 996 residents from 45 care homes in three English Integrated Care Systems. 727 residents had data included in the MDS. Additional data were well completed (<35% missingness at wave 1). Competition for staff time, staff attrition, and software-related implementation issues contributed to missing DCR data. Following data linkage and combining variables where appropriate, missingness was reduced (<=4% where applicable).
Discussion
Integration of health and social care is predicated on access to data and interoperability. Despite governance challenges we safely linked care home DCRs to statutory health and social care datasets to create a viable prototype MDS for English care homes. We identified issues around data quality, governance, data plurality and data completion essential to MDS implementation going forward.
Key points
•DCRs, health and social care datasets contain a range of information which can help provide a more complete picture of residents.
•We developed and implemented a Minimum Dataset linking care home DCRs to statutory health and social care records.
•Information governance for linking data across multiple data owners and data processors is complex and time consuming.
•Standardisation across Digital Care Records Systems would enable data to be used more effectively across the care home sector.
•Establishing shared priorities across key stakeholders interested in care home data is essential to effective MDS implementation.
| Original language | English |
|---|---|
| Journal | Age and Ageing |
| Publication status | Accepted/In press - 3 Dec 2024 |