How far back do we need to look to capture diagnoses in electronic health records? A retrospective observational study of hospital electronic health record data

Objectives
Analysis of routinely collected electronic health data is a key tool for long-term condition research and practice for hospitalised patients. This requires accurate and complete ascertainment of a broad range of diagnoses, something not always recorded on an admission document at a single point in time. This study aimed to ascertain how far back in time electronic hospital records need to be interrogated to capture long-term condition diagnoses.

Design
Retrospective observational study of routinely collected hospital electronic health record data.

Setting
Queen Elizabeth Hospital Birmingham (UK)-linked data held by the PIONEER acute care data hub.

Participants
Patients whose first recorded admission for chronic obstructive pulmonary disease (COPD) exacerbation (n=560) or acute stroke (n=2142) was between January and December 2018 and who had a minimum of 10 years of data prior to the index date.

Outcome measures
We identified the most common International Classification of Diseases version 10-coded diagnoses received by patients with COPD and acute stroke separately. For each diagnosis, we derived the number of patients with the diagnosis recorded at least once over the full 10-year lookback period, and then compared this with shorter lookback periods from 1 year to 9 years prior to the index admission.

Results
Seven of the top 10 most common diagnoses in the COPD dataset reached >90% completeness by 6 years of lookback. Atrial fibrillation and diabetes were >90% coded with 2–3 years of lookback, but hypertension and asthma completeness continued to rise all the way out to 10 years of lookback. For stroke, 4 of the top 10 reached 90% completeness by 5 years of lookback; angina pectoris was >90% coded at 7 years and previous transient ischaemic attack completeness continued to rise out to 10 years of lookback.

Conclusion
A 7-year lookback captures most, but not all, common diagnoses. Lookback duration should be tailored to the conditions being studied.

Leggi
Febbraio 2024

Abstract 16949: The Effects of the Technology-Based Family-Centered Empowerment (T-FamE) Heart Failure Transitional Program: Preliminary Analysis of a Randomized Controlled Trial

Circulation, Volume 148, Issue Suppl_1, Page A16949-A16949, November 6, 2023. Introduction:Health digitization and advanced dyadic science offer new opportunities to enhance the transitional care model for heart failure (HF). The T-FamE program a transitional care model integrating digital health and optimized carer support to enhance the post-discharge outcomes of HF patients.Hypothesis:The T-FamE was more effective than usual care to enhance self-care, perceived control, family function, HRQoL and hospital readmission of HF patients.Methods:From Aug 2021 to March 2022, a RCT randomized 170 post-discharge HF patients (mean age = 69.0; SD=11.5; NYHA Grade II/III/IV = 53.9/40.6/.5.5%. LVEF

Leggi
Novembre 2023

Fractional Flow Reserve–Guided PCI or Coronary Bypass Surgery for 3-Vessel Coronary Artery Disease: 3-Year Follow-Up of the FAME 3 Trial

Circulation, Ahead of Print. BACKGROUND:Previous studies comparing percutaneous coronary intervention (PCI) with coronary artery bypass grafting (CABG) in patients with multivessel coronary disease not involving the left main have shown significantly lower rates of death, myocardial infarction (MI), or stroke after CABG. These studies did not routinely use current-generation drug-eluting stents or fractional flow reserve (FFR) to guide PCI.METHODS:FAME 3 (Fractional Flow Reserve versus Angiography for Multivessel Evaluation) is an investigator-initiated, multicenter, international, randomized trial involving patients with 3-vessel coronary artery disease (not involving the left main coronary artery) in 48 centers worldwide. Patients were randomly assigned to receive FFR-guided PCI using zotarolimus drug-eluting stents or CABG. The prespecified key secondary end point of the trial reported here is the 3-year incidence of the composite of death, MI, or stroke.RESULTS:A total of 1500 patients were randomized to FFR-guided PCI or CABG. Follow-up was achieved in >96% of patients in both groups. There was no difference in the incidence of the composite of death, MI, or stroke after FFR-guided PCI compared with CABG (12.0% versus 9.2%; hazard ratio [HR], 1.3 [95% CI, 0.98–1.83];P=0.07). The rates of death (4.1% versus 3.9%; HR, 1.0 [95% CI, 0.6–1.7];P=0.88) and stroke (1.6% versus 2.0%; HR, 0.8 [95% CI, 0.4–1.7];P=0.56) were not different. MI occurred more frequently after PCI (7.0% versus 4.2%; HR, 1.7 [95% CI, 1.1–2.7];P=0.02).CONCLUSIONS:At 3-year follow-up, there was no difference in the incidence of the composite of death, MI, or stroke after FFR-guided PCI with current-generation drug-eluting stents compared with CABG. There was a higher incidence of MI after PCI compared with CABG, with no difference in death or stroke. These results provide contemporary data to allow improved shared decision-making between physicians and patients with 3-vessel coronary artery disease.REGISTRATION:URL:https://www.clinicaltrials.gov; Unique identifier: NCT02100722.

Leggi
Agosto 2023