Evidence map›Paper›PMID 40406089›Full record

ArticleFrontiers in public health2025

Unlocking public health competencies: the dose-response effect of problem-based learning on undergraduate student outcomes.

Ashley Falcon, Andrew Porter, Yui Matsuda, Cynthia L Foronda, Padideh Lovan, Beck Graefe

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Ashley FalconSchool of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States.
Andrew PorterSchool of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States.
Yui MatsudaSchool of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States.
Cynthia L ForondaSchool of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States.
Padideh LovanSchool of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States.
Beck GraefeSchool of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Problem-based learning (PBL) is a student-centered pedagogical strategy that emphasizes active learning through the exploration of complex real-world problems. While it has demonstrated effectiveness in undergraduate- and graduate-level programs, there is a notable gap in research on the dose-response relationship between the extent of PBL exposure and competency development in public health education. This study examines the effect of PBL on undergraduate public health students' learning outcomes and explores the dose-response relationship between the extent of PBL exposure and the development of specific public health competencies in students. Methods: A pre-posttest design using surveys evaluated the impact of PBL across three undergraduate public health courses at a medium-sized, private university in South Florida. Students ( Results: Significant increases were found across all 10 learners' skill domains from pre- to post-course measurements, with the most substantial gains in Data Literacy (Cohen's Conclusion: Findings demonstrate that PBL effectively enhances several competencies critical to public health practice among undergraduate students. The novel discovery of a dose-response relationship suggests that increased exposure to PBL may lead to cumulative improvements in competencies. These results support the integration of multiple PBL courses in undergraduate public health curricula.

Indexed as

Problem-Based LearningPublic HealthStudents, Public HealthAdultCurriculumEducational MeasurementFemaleFloridaHumansMaleSurveys and QuestionnairesUniversitiesYoung Adultactive learningcompetency developmentdose responseeducationproblem-based learningpublic healthundergraduate

Identifiers

PMID40406089
PMCPMC12095146

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.