SynthesisBMC medical research methodology2019
Hierarchies of evidence applied to lifestyle Medicine (HEALM): introduction of a strength-of-evidence approach based on a methodological systematic review.
Synthesis in BMC medical research methodology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
28 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Vegetable and Fruit Consumption and Prognosis Among Cancer Survivors: A Systematic Review and Meta-Analysis of Cohort Studies.Advances in nutrition (Bethesda, Md.) · 2020Pooled it
- Childhood Obesity Evidence Base Project: A Rationale for Taxonomic versus Conventional Meta-Analysis.Childhood obesity (Print) · 2020Pooled it
- Pooled it
- Navigating uncertainty in evidence-informed decision-making for traditional, complementary and integrative medicine: An updated critical interpretive review.Integrative medicine research · 2026Review
- Assessment of practice and barriers to lifestyle medicine among physicians in Saudi Arabia-A cross-sectional study.Journal of family medicine and primary care · 2026Article
- Updating the Scientific Advisory Committee on Nutrition's Framework for the evaluation of evidence.The British journal of nutrition · 2025Review
- Comparing the Effectiveness of Group Discussion and SMS-Based Education on Nutritional Status, Physical Activity, and Blood Cholesterol Levels in Women with Elevated Cholesterol: A Randomized Controlled Trial.International journal of endocrinology and metabolism · 2025Article
- Article
- Development and Psychometric Evaluation of the Lifestyle Medicine Health Behavior Scale.American journal of lifestyle medicine · 2024Article
- Nature of the evidence base and approaches to guide nutrition interventions for individuals: a position paper from the Academy of Nutrition Sciences.The British journal of nutrition · 2024Article
- Lifestyle Medicine Implementation in 8 Health Systems: Protocol for a Multiple Case Study Investigation.JMIR research protocols · 2024Article
- Review
- Article
- Health effects associated with vegetable consumption: a Burden of Proof study.Nature medicine · 2022Article
- The role of sugar-sweetened beverages in the global epidemics of obesity and chronic diseases.Nature reviews. Endocrinology · 2022Review
- NUQUEST-NUtrition QUality Evaluation Strengthening Tools: development of tools for the evaluation of risk of bias in nutrition studies.The American journal of clinical nutrition · 2022Article
- Public health interventions on prescription redemptions and secondary medication adherence among type 2 diabetes patients: systematic review and meta-analysis of randomized controlled trials.Journal of diabetes and metabolic disorders · 2021Review
- Lifestyle Medicine and Economics: A Proposal for Research Priorities Informed by a Case Series of Disease Reversal.International journal of environmental research and public health · 2021Article
- Evidence Use in the Development of the Australian Dietary Guidelines: A Qualitative Study.Nutrients · 2021Article
- Grading nutrition evidence: where to go from here?The American journal of clinical nutrition · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
backgroundCurrent methods for assessing strength of evidence prioritize the contributions of randomized controlled trials (RCTs). The objective of this study was to characterize strength of evidence (SOE) tools in recent use, identify their application to lifestyle interventions for improved longevity, vitality, or successful aging, and to assess implications of the findings.
methodsThe search strategy was created in PubMed and modified as needed for four additional databases: Embase, AnthropologyPlus, PsycINFO, and Ageline, supplemented by manual searching. Systematic reviews and meta-analyses of intervention trials or observational studies relevant to lifestyle intervention were included if they used a specified SOE tool. Data was collected for each SOE tool. Conditions necessary for assigning the highest SOE grading and treatment of prospective cohort studies within each SOE rating framework were summarized. The expert panel convened to discuss the implications of findings for assessing evidence in the domain of lifestyle medicine. RESULTS AND
conclusionsA total of 15 unique tools were identified. Ten were tools developed and used by governmental agencies or other equivalent professional bodies and were applicable in a variety of settings. Of these 10, four require consistent results from RCTs of high quality to award the highest rating of evidence. Most SOE tools include prospective cohort studies only to note their secondary contribution to overall SOE as compared to RCTs. We developed a new construct, Hierarchies of Evidence Applied to Lifestyle Medicine (HEALM), to illustrate the feasibility of a tool based on the specific contributions of diverse research methods to understanding lifetime effects of health behaviors. Assessment of evidence relevant to lifestyle medicine requires a potential adaptation of SOE approaches when outcomes and/or exposures obviate exclusive or preferential reliance on RCTs. This systematic review was registered with the International Prospective Register of Systematic Reviews, PROSPERO [CRD42018082148].
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Registered trials
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 Socratic graph.