Spaced Digital Education for Health Professionals: Systematic Review and Meta-Analysis (Preprint)
Authors: Martinengo Laura , Ng Matthew Song Peng , Ng Tony De Rong , Ang Yi-Ian , Jabir Ahmad Ishqi , Kyaw Bhone Myint , Tudor Car Lorainne 
Published: October 2024

BACKGROUND

Spaced digital education applies digital tools to deliver educational content via multiple, repeated learning sessions separated by prespecified time intervals. Spaced digital education appears to promote acquisition and long-term retention of knowledge, skills, and change in clinical behavior.

OBJECTIVE

The aim of this review was to assess the effectiveness of spaced digital education in improving pre- and postregistration health care professionals’ knowledge, skills, attitudes, satisfaction, and change in clinical behavior.

METHODS

This review followed Cochrane’s methodology and PRISMA (Preferred Reporting Items of Systematic Reviews and Meta-Analyses) reporting guidelines. We searched MEDLINE, Embase, Web of Science, ERIC, PsycINFO, CINAHL, CENTRAL, and ProQuest Dissertation and Theses databases from January 1990 to February 2023. We included randomized controlled trials (RCTs), cluster RCTs, and quasi-RCTs comparing spaced digital education with nonspaced education, spaced nondigital education, traditional learning, or no intervention for pre- or postregistration health care professionals. Study selection, data extraction, study quality, and certainty of evidence were assessed by 2 independent reviewers. Meta-analyses were conducted using random effect models.

RESULTS

We included 23 studies evaluating spaced online education (n=17, 74%) or spaced digital simulation (n=6, 26%) interventions. Most studies assessed 1 or 2 outcomes, including knowledge (n=15, 65%), skills (n=9, 39%), attitudes (n=8, 35%), clinical behavior change (n=8, 35%), and satisfaction (n=7, 30%). Most studies had an unclear or a high risk of bias (n=19, 83%). Spaced online education was superior to massed online education for postintervention knowledge (n=9, 39%; standardized mean difference [SMD] 0.32, 95% CI 0.13-0.51, <i>I</i><sup>2</sup>=66%, moderate certainty of evidence). Spaced online education (n=3, 13%) was superior to massed online education (n=2, 9%) and no intervention (n=1, 4%; SMD 0.67, 95% CI 0.43-0.91, <i>I</i><sup>2</sup>=5%, moderate certainty of evidence) for postintervention clinical behavior change. Spaced digital simulation was superior to massed simulation for postintervention surgical skills (n=2, 9%; SMD 1.15, 95% CI 0.34-1.96, <i>I</i><sup>2</sup>=74%, low certainty of evidence). Spaced digital education positively impacted confidence and satisfaction with the intervention.

CONCLUSIONS

Spaced digital education is effective in improving knowledge, particularly in substantially improving surgical skills and promoting clinical behavior change in pre- and postregistration health care professionals. Our findings support the use of spaced digital education interventions in undergraduate and postgraduate health profession education.

Trial Registration: PROSPERO CRD42021241969;

CLINICALTRIAL

PROSPERO CRD42021241969; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=241969