Healthcare Delivery & EducationBehavioral InterventionType 1 Diabetes (T1D)
Research Summary
Analyzed using Evidence Intelligence™

Online school staff training improved type 1 diabetes knowledge and confidence

Last updated May 15, 2026

Key finding

In a pre-post study of 436 Italian school staff, a 1-hour synchronous online psychoeducational session improved type 1 diabetes knowledge, confidence in diabetes management, and recognition of hypoglycemia symptoms immediately after training.

This study tested a 1-hour live online training session for school staff on type 1 diabetes. Staff knowledge and confidence scores improved right after the session, and participants reported better ability to recognize low blood sugar symptoms. Because there was no control group and only immediate follow-up, longer-term effects are uncertain.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

non-randomized clinical trial (non-RCT or NRCT)

Follow-up

Short-Term (≤3 mo)

Risk of bias

High Risk

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Plain-language summary

What this paper says

A plain-language read of the study’s main message and where it applies.

Study focus

In a pre-post study of 436 Italian school staff, a 1-hour synchronous online psychoeducational session improved type 1 diabetes knowledge, confidence in diabetes management, and recognition of hypoglycemia symptoms immediately after training.

Published in

Journal Reference

Publication details and source links for this paper.

Caldarelli G, Troncone A, Chianese A, et al. Evaluation of the Impact of a Psychoeducational Program on Type 1 Diabetes in Italian Schools: A Pre-Post Study. J Sch Health. 2026;96(5):e70141. doi:10.1111/josh.70141

Main Effects

↑ Type 1 diabetes knowledge score increased from 9.66 to 10.32/11

↑ Self-perceived diabetes management ability increased (d=0.99)

↑ Ability to recognize hypoglycemia symptoms improved (d=0.97)

Evidence network

How this study fits

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Evidence Context

This study contributes evidence to Synchronous online type 1 diabetes psychoeducational program for school staff and Diabetes management self-efficacy, Diabetes-related misconceptions, Hypoglycemia symptom recognition ability, and 1 more.

Primary intervention

Synchronous online type 1 diabetes psychoeducational program for school staff

Primary outcomes

  • Diabetes management self-efficacy
  • Diabetes-related misconceptions
  • Hypoglycemia symptom recognition ability

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

4
Evidence pairs
4
Relationships
2
Evidence topics
contributes_evidence

Editorial context

Why this study matters

See why this paper is useful beyond its individual results.

Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Moderate contributionModerate confidenceNetwork score: 51

2

Related topics

4

Evidence pairs

143

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 evidence relationships
  • Uses a randomized study design signal
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Diabetes Management Self-Efficacy

Related evidence

Evidence topic

Diabetes Self-Management Education

Save evidence

Evidence topic

Diabetes Self-Management Education and Support

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Diabetes management self-efficacy

Synchronous online type 1 diabetes psychoeducational program for school staff → Diabetes management self-efficacy

Synchronous online type 1 diabetes psychoeducational program for school staff → Diabetes management self-efficacy

Evidence Intelligence™
EvidenceScore™
53
Emerging
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Diabetes-related misconceptions

Synchronous online type 1 diabetes psychoeducational program for school staff → Diabetes-related misconceptions

Synchronous online type 1 diabetes psychoeducational program for school staff → Diabetes-related misconceptions

Evidence Intelligence™
EvidenceScore™
53
Emerging
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Hypoglycemia symptom recognition ability

Synchronous online type 1 diabetes psychoeducational program for school staff → Hypoglycemia symptom recognition ability

Synchronous online type 1 diabetes psychoeducational program for school staff → Hypoglycemia symptom recognition ability

Evidence Intelligence™
EvidenceScore™
53
Emerging
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Type 1 diabetes knowledge score

Synchronous online type 1 diabetes psychoeducational program for school staff → Type 1 diabetes knowledge score

Synchronous online type 1 diabetes psychoeducational program for school staff → Type 1 diabetes knowledge score

Evidence Intelligence™
EvidenceScore™
53
Emerging
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Evidence Library

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evidence suggest

Evidence Suggest

  • A brief synchronous online psychoeducational session can improve short-term diabetes literacy among school staff
  • Staff confidence-related outcomes improved alongside objective knowledge score gains
  • Findings support school-health collaboration models but need confirmation with controlled long-term studies
who this applies

Who this applies to

School staff members (teachers, principals, and nonteaching personnel) in schools attended by children with type 1 diabetes, primarily in Southern Italy.

keep in mind

Keep in Mind

The intervention was short and measured only immediate effects. Results may not reflect sustained behavior change. Because schools volunteered and staff self-selected participation, findings may overrepresent people already motivated to learn about diabetes care.

between the lines

Between the Lines

  • No control group, so causal inference is limited
  • Outcomes measured immediately post-session without long-term retention data
  • High noncompletion rate from enrollment to paired analysis
  • Several outcomes are self-reported and may be affected by social desirability

Evidence Library

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Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Diabetes Self-Management Education and Support (DSMES) Programs and Diabetes-related misconceptions, Diabetes Self-Management Education and Support (DSMES) Programs and Hypoglycemia symptom recognition ability.

Related evidence relationships

Explore in Evidence Explorer

This study contributes to the evidence on the following intervention-outcome relationships.

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Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Diabetes Self-Management Education and Support (DSMES) Programs improve diabetes management self-efficacy?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Diabetes Management Self-Efficacy.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Diabetes management self-efficacy

    EvidenceScore™ Emerging | EvidenceScore™ 52.6 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 10 supporting studies with consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
10 supporting studiesUpdated: Jul 2026

Does Synchronous online type 1 diabetes psychoeducational program for school staff affect hypoglycemia symptom recognition ability?

Emerging Evidence

Synchronous online type 1 diabetes psychoeducational program for school staff appears to improve Hypoglycemia symptom recognition ability.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Hypoglycemia symptom recognition ability

    EvidenceScore™ Emerging | EvidenceScore™ 52.6 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Synchronous online type 1 diabetes psychoeducational program for school staff improve diabetes-related misconceptions?

Emerging Evidence

Current evidence does not show a clear benefit of Synchronous online type 1 diabetes psychoeducational program for school staff for Diabetes-related misconceptions.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Diabetes-related misconceptions

    EvidenceScore™ Emerging | EvidenceScore™ 52.6 | neutral | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Synchronous online type 1 diabetes psychoeducational program for school staff improve type 1 diabetes knowledge score?

Emerging Evidence

Current evidence does not show a clear benefit of Synchronous online type 1 diabetes psychoeducational program for school staff for Type 1 diabetes knowledge score.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Type 1 diabetes knowledge score

    EvidenceScore™ Emerging | EvidenceScore™ 52.6 | neutral | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026
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