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The Study

Diabetic retinopathy incidence, predictors and its association with longitudinal fasting blood sugar level changes among diabetes mellitus patients in Ethiopia: joint model

In simple terms

This study looked at people with diabetes over time and noticed that those with higher blood sugar levels were more likely to develop eye problems. But it didn't prove that high sugar caused the eye problems—maybe other things like diet or access to doctors played a role too.

59%

Analysis score

59/ 72

Maximum 72 for a cohort study.

Where the score came from

Reporting40
Methodology35
Publication100
Statistical77
Study type (basis of the score)
Cohort Study
Level 2b - Individual cohort study
What’s the bottom line?

This study looked at people newly diagnosed with diabetes in Ethiopia to see who developed eye damage from high blood sugar.

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
59

59 / 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 — even after accounting for other factors, sustained high blood sugar over months strongly increases the chance of vision-damaging eye disease.
  2. 2Over 4 years, about 12 out of 100 people got eye damage.
  3. 3Those with higher blood sugar 3 months earlier were 4.2 times more likely to get it.
  4. 4Rural residents, those with high blood pressure, and those with diabetes over 5 years were also at higher risk.

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

Publication

Journal

Frontiers in Endocrinology

Year

2024

Authors

H. Abuhay, A. Lakew, H. F. Wolde, Berhanu Mengistu, Mandefro Tadesse Legesse, M. K. Yenit

Open Access
5 citations
Analysis v6
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