Evidence map›Paper›PMID 42438109›Full record

ReviewJournal of human nutrition and dietetics : the official journal of the British Dietetic Association2026

Development of a Theoretical Framework for Program Evaluation of the Impact of Policy, Systems, and Environmental Interventions on Individual-Level Behavior.

Krystal L Hodge, Caitlin Kownacki, Kaitlyn Streitmatter, Rebecca L Hagedorn-Hatfield, Karah Mantinan, Jennifer McCaffrey

Abstract readReview
In one paragraph

Review in Journal of human nutrition and dietetics : the official journal of the British Dietetic Association, 2026. 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. Development of a Theoretical Framework for Program Evaluation of the Impact of Policy, Systems, and Environmental Interventions on Individual-Level Behavior.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2026
    Review
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.

Krystal L HodgeDepartment of Food Science and Human Nutrition, University of Illinois Urbana, Champaign, Illinois, USA.ORCID https://orcid.org/0000-0002-2486-4343
Caitlin KownackiIllinois Extension, University of Illinois Urbana, Champaign, Illinois, USA.
Kaitlyn StreitmatterIllinois Extension, University of Illinois Urbana, Champaign, Illinois, USA.
Rebecca L Hagedorn-HatfieldAltarum Institute, Ann Arbor, Michigan, USA.
Karah MantinanAltarum Institute, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0001-9192-9648
Jennifer McCaffreyIllinois Extension, University of Illinois Urbana, Champaign, Illinois, USA.

Funding

U.S. Department of Agriculture FCSEQ03623
6 · The paper itself

Abstract

backgroundAs community nutrition education programs have expanded to include policy, systems, and environmental (PSE) initiatives to increase access to nutritious food and safe physical activity, the impact of these efforts on the consumption of healthier foods and physical activity levels is not clear. Research shows the effectiveness of PSE changes on individual-level behavior in controlled environments and in other public health disciplines. However, more evidence and guidance is needed to show the impact of PSE interventions in practice on individual-level nutrition and physical activity behaviors. The PSE Intervention and Evaluation Framework (PSE-IEF) was developed to explain the process by which implemented PSE activities may result in behavior changes within the priority audience.

methodsFramework development involved a review and Theory of Change mapping process of a list of PSE changes used in the Supplemental Nutrition Assistance Program- Education (SNAP-Ed) Program, an environmental literature scan to identify relevant theories and related factors, and an expert review. The environmental scan examined how PSE changes are conceptualized as drivers of behavior change and how their impacts are measured at the individual level. Sources were identified through database searches, grey literature review, and citation tracking, with inclusion limited to U.S.-based, English-language documents published in the past 10 years. Twelve frameworks or theories were reviewed for their focus on individual behavior, ability to capture behavior change over time, and recognition of individual choice in when or whether change occurs. The PSE changes theory of change mapping results were reviewed for alignment with the selected framework and applied to a logic model for PSE implementers. Forty-five practitioners reviewed the framework for relevance, comprehensiveness, and comprehensibility, with revisions made iteratively until no substantial changes to structure or content were received.

resultsThe final PSE-IEF describes how PSE programs are implemented at the organizational level and how they might impact the target audience at the individual level. To see outcomes at the individual level, organizational level activities must be completed, including staff awareness, engagement, action and maintenance activities to produce PSE outputs available for target audience use. Precaution Adoption Process Model stages of awareness, engagement, decision, action, and maintenance describe the responses at both the organizational and individual level over time.

conclusionsThe resultant framework can be used to guide PSE intervention and evaluation in community-based programs and to increase the evidence base illustrating the impact of PSE interventions on individual behavior and health.

Indexed as

Health BehaviorHealth EducationHealth PromotionNutrition PolicyProgram EvaluationEnvironmentExerciseFood AssistanceHumanspolicy, systems, and environment interventionsprogram evaluationPSEtheory‐based frameworkstheory of change mapping

Identifiers

PMID42438109
PMCPMC13358025

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.