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The Study

Associations between Macronutrients Intake and Bone Mineral Density: A Longitudinal Analysis of the Health Workers Cohort Study Participants

In simple terms

This study looked at what people ate and how strong their bones were over time, and found that people who ate more carbs tended to have weaker bones, while those who ate more protein and fat tended to have stronger bones. But it didn’t prove that eating more carbs breaks your bones—it just saw a pattern, and other things like how much they moved or how much sun they got could also be involved.

60%

Analysis score

60/ 72

Maximum 72 for a cohort study.

Where the score came from

Reporting40
Methodology37
Publication100
Statistical77
Study type (basis of the score)
Cohort Study
Level 2b - Individual cohort study
What’s the bottom line?

This study looked at what adults in Mexico ate and how it changed their bone strength over six years.

Where does this study sit?

Reviews of RCTs (Meta-analyses)

Max 100

Randomized Trials

Max 90

Reviews of Cohort Studies

Max 85

Cohort Studies

Max 72

Reviews of Case-Control Studies

Max 63

Case-Control Studies

Max 58

Cross-Sectional & Case Series

Max 50

Expert Opinion

Max 5
StrongerWeaker
Cohort Studies
Level 2b
60

60 / 100

Quality score

Groups of people are followed over time to see who develops an outcome. Strong for identifying risk factors and associations, but cannot prove causation as firmly as RCTs.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1Yes — small changes in diet (like swapping a sugary snack for chicken or cheese) could meaningfully affect bone strength over years.
  2. 2Eating 5% more carbs made bones weaker; eating 5% more animal protein or fat made bones stronger.
  3. 3Replacing carbs with protein or fat helped bones, especially in women.

Score breakdown, methodology, conflicts of interest, evidence analysis & raw study data

Publication

Journal

The Journal of Nutrition, Health & Aging

Year

2023

Authors

B. Rivera-Paredez, G. León-Reyes, D. Rangel-Marín, J. Salmerón, R. Velázquez-Cruz

Open Access
3 citations
Analysis v5
Fit Body Science verdict — we translate health studies into clear verdicts backed by peer-reviewed research.

Not medical advice. For informational purposes only. Always consult a qualified healthcare professional before making health decisions.