Editorial Standards

Our commitment to evidence-based wellness content that respects both science and your intelligence.

Core Principles

1. Evidence First

Every health or science claim on Good Flippin Vibes links to peer-reviewed research from PubMed, NIH, or equivalent reputable sources. We prioritize:

  • Systematic reviews and meta-analyses (highest evidence)
  • Randomized controlled trials (RCTs)
  • Large-scale observational studies (cohort, case-control)
  • ! Pilot studies and hypothesis papers are clearly labeled as preliminary

2. Transparent Limitations

We don't cherry-pick. Every study citation includes:

  • • Sample size and population demographics
  • • Effect sizes (not just statistical significance)
  • • Study limitations and confounding variables
  • • Clinical vs. statistical relevance context

3. Clear Medical Disclaimers

Good Flippin Vibes provides general wellness information, not medical advice. We explicitly state:

Important Medical Disclaimer

The content on this site is for informational and inspirational purposes only. It is not a substitute for professional medical advice, diagnosis, or treatment. Always consult qualified healthcare providers for mental health conditions, chronic diseases, or medical concerns. Laughter, gratitude, and creativity practices complement—but do not replace—clinical care.

Evidence Classification System

We use a three-tier system to help you understand research quality at a glance:

Strong Evidence

Requirements: Multiple high-quality studies, meta-analyses, or large RCTs (n>500) with consistent findings.

Example: Social connection reducing mortality risk (Holt-Lunstad et al., 2010, n=308,849)

Moderate Evidence

Requirements: Several studies with positive findings, but limited sample sizes or inconsistent methodologies.

Example: Gratitude interventions improving mood (Davis et al., 2016, effect size d=0.31)

Limited/Preliminary

Requirements: Pilot studies, small samples, hypothesis papers, or single-center trials.

Example: Laughter improving vascular function (Miller & Fry, 2009, n=20 — requires replication)

Citation Standards

Every Science Claim Includes:

Required Elements

  • • Full author names and year
  • • Journal name and publication details
  • • PubMed ID (PMID) or DOI
  • • Direct link to abstract/full text
  • • Sample size (n=)
  • • Key findings summary
  • • Study limitations

Quality Checks

  • • Peer-review status verified
  • • Journal impact factor ≥ 2.0 preferred
  • • Author conflicts of interest disclosed
  • • Industry funding transparency
  • • Replication status noted (if available)
  • • Effect size reported (Cohen's d, odds ratio, etc.)

Example Citation Format:
Miller, M., & Fry, W. F. (2009). The effect of mirthful laughter on the human cardiovascular system. Medical Hypotheses, 73(5), 636-639. PMID: 19699586. DOI: 10.1016/j.mehy.2009.02.044.
Sample: n=20 adults. Findings: 22% improvement in brachial artery flow-mediated dilation. Limitations: Small sample, single-center pilot study requiring replication.

Content Review Process

1. Research Phase

Content team identifies peer-reviewed sources via PubMed, Google Scholar, and institutional repositories. Priority given to systematic reviews and meta-analyses.

2. Expert Verification

Scientific claims reviewed by team members with relevant academic credentials (see About Our Team). External subject matter experts consulted for specialized topics.

3. Plain Language Translation

Technical research summarized in accessible language without oversimplifying or misrepresenting findings. Effect sizes and limitations always included.

4. Citation Accuracy Check

All hyperlinks tested, PMIDs verified against PubMed database, DOIs checked for accuracy. Broken links trigger content update.

5. Ongoing Updates

Science pages reviewed quarterly. If new meta-analyses or contradictory evidence emerges, content updated with revision dates clearly marked.

What We Don't Do

  • Cherry-pick studies to support predetermined conclusions
  • Overstate effect sizes or clinical relevance for dramatic impact
  • Cite predatory journals or non-peer-reviewed sources without clear labeling
  • Hide study limitations or conflicts of interest
  • Make medical claims without explicit disclaimers and citations
  • Promote products or services based on incomplete or biased research

Updates & Corrections

Science evolves. When new evidence emerges, we update content promptly and transparently.

Correction Policy:

  • • Major corrections (changed conclusion) noted at page top with date
  • • Minor updates (new citations added) logged in page footer
  • • Retracted studies removed within 48 hours of retraction notice
  • • All updates timestamped; no silent edits to hide errors

Questions About Our Standards?

We welcome feedback on our editorial practices and citation accuracy.

Contact Editorial Team