Evidence map›Paper›PMID 26245935›Full record

ArticleHealth education & behavior : the official publication of the Society for Public Health Education2015

The Data-to-Action Framework: A Rapid Program Improvement Process.

Ronda Zakocs, Jessica A Hill, Pamela Brown, Jocelyn Wheaton, Kimberley E Freire

Abstract read
In one paragraph

Article in Health education & behavior : the official publication of the Society for Public Health Education, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Trial
  2. Article
  3. The Public Health Approach to Preventing Community Violence.Public health reports (Washington, D.C. : 1974) · 2025
    Article
  4. Article
  5. Article
  6. CDC Program Evaluation Framework, 2024.MMWR. Recommendations and reports : Morbidity and mortality weekly report. Recommendations and reports · 2024
    Article
  7. Public health surveillance and the data, information, knowledge, intelligence and wisdom paradigm.Revista panamericana de salud publica = Pan American journal of public health · 2024
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. The DELTA PREP Initiative: Accelerating Coalition Capacity for Intimate Partner Violence Prevention.Health education & behavior : the official publication of the Society for Public Health Education · 2015
    Article
  13. Evaluation of DELTA PREP: A Project Aimed at Integrating Primary Prevention of Intimate Partner Violence Within State Domestic Violence Coalitions.Health education & behavior : the official publication of the Society for Public Health Education · 2015
    Article
  14. Article
  15. 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

5 authors.

Ronda ZakocsInsight Evaluation, LLC, Portland, OR, USA.
Jessica A HillSunflower Group, LLC, Decatur, GA, USA.
Pamela BrownCenters for Disease Control and Prevention, Atlanta, GA, USA.
Jocelyn WheatonCenters for Disease Control and Prevention, Atlanta, GA, USA.
Kimberley E FreireCenters for Disease Control and Prevention, Atlanta, GA, USA hbx8@cdc.gov.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

Although health education programs may benefit from quality improvement methods, scant resources exist to help practitioners apply these methods for program improvement. The purpose of this article is to describe the Data-to-Action framework, a process that guides practitioners through rapid-feedback cycles in order to generate actionable data to improve implementation of ongoing programs. The framework was designed while implementing DELTA PREP, a 3-year project aimed at building the primary prevention capacities of statewide domestic violence coalitions. The authors describe the framework's main steps and provide a case example of a rapid-feedback cycle and several examples of rapid-feedback memos produced during the project period. The authors also discuss implications for health education evaluation and practice.

Indexed as

FeedbackHumansIntimate Partner ViolenceOrganizational InnovationOrganizational ObjectivesProgram DevelopmentProgram EvaluationPublic Health AdministrationQuality ImprovementUnited Statesdevelopmental evaluationevaluationprocess evaluationquality improvementutilization evaluationviolent behavior and prevention

Identifiers

PMID26245935
PMCPMC5990006

What OpenQuestion holds

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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.