This study aimed to determine the association between diabetes mellitus (DM) medication use and glycaemic control.
This was a retrospective diabetes registry-based cohort study.
Singapore.
Patients aged 18 and above with incident DM in the SingHealth Diabetes Registry from 2013 to 2020 were included. The entire study period included a 1 year baseline period, a 1 year observation period and a 3 month outcome period.
Drug use was measured using the proportion of days covered (PDC), and the changes in glycated haemoglobin (HbA1c) between the outcome and baseline periods were assessed. The associations between baseline HbA1c and PDC ≥0.80 and between PDC and change in HbA1c were analysed using logistic regression and the Kruskal–Wallis test, respectively.
Of 184 646 unique patients in the registry from 2013 to 2020, 36 314 met the inclusion and exclusion criteria and were included in the analysis. The median PDC for any DM drug, oral DM drugs and insulin during the observation period was 20.3%, 16.8% and 0%, respectively. Those who had good glycaemic control at baseline were less likely to receive DM drugs and those with poor baseline glycaemic control or missing baseline HbA1c were more likely to be consistent users (PDC >80%) (px 10-16).
The relationship between DM drug use and glycaemic control is complex and non-monotonic. Higher PDC for any DM drug and oral DM drugs during the observation period was significantly associated with clinically relevant HbA1c improvements.
To explore the experiences of nursing students in England who had worked through the first wave and transitioned to qualification in the ongoing pandemic.
Experiences of health professionals and student nurses during the pandemic are now well documented, but the transition of students to qualification is less well understood. In Summer 2020, we interviewed 16 student nurses who had worked as health care assistants on paid extended placements as part of the COVID-19 response in the East of England, finding surprisingly positive experiences, including perceived heightened preparedness for qualification. A year later, we re-interviewed 12 participants from the original study to hear about transitioning to qualification during the ongoing pandemic. This study provides novel insights into their experiences.
A qualitative study design was used.
Twelve newly qualified nurses who had participated in the original study took part in qualitative, online interviews where they shared their experiences of working and transitioning to qualification during the ongoing pandemic since we spoke to them a year earlier. The data was analysed using thematic analysis. COREQ guidelines were used in developing and reporting this study.
Three themes were identified. Constant change: in the clinical environment and arising out of the transition to newly qualified nurse, mental health and well-being and reflecting on the past to learn for the future.
Participants experienced a unique transition to qualification. The perceived heightened preparedness for qualification that participants who had worked as students during the first wave of the pandemic had become a reality, ameliorating some of the known effects of transition. However, increased expectations and added responsibilities in extremely busy, fluctuating clinical environments with minimal support add weight to calls for mandatory preceptorship programmes. While heightened resilience was evident, provision of ongoing mental health and well-being support is strongly recommended.
We need a partnership approach with nurse educators and practice colleagues which ensures preparation for qualified practice is appropriate. If we do not effectively prepare students for qualified nurse posts, patient care will almost certainly be compromised.