ArticleInternational journal of endocrinology and metabolism2019
Data Extraction from Graphs Using Adobe Photoshop: Applications for Meta-Analyses.
Article in International journal of endocrinology and metabolism, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 6 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
27 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Clinical Impact of Meniscal Scaffold Implantation in Patients with Meniscal Tears: A Systematic Review.Clinics in orthopedic surgery · 2025Pooled it
- Effects of transcutaneous electrical acupoint stimulation on early postoperative pain and recovery: a comprehensive systematic review and meta-analysis of randomized controlled trials.Frontiers in medicine · 2024Pooled it
- The efficacy and safety of high-dose nonsedating antihistamines in chronic spontaneous urticaria: a systematic review and meta-analysis of randomized clinical trials.BMC pharmacology & toxicology · 2023Pooled it
- The effect of physical exercise on circulating brain-derived neurotrophic factor in healthy subjects: A meta-analysis of randomized controlled trials.Brain and behavior · 2022Pooled it
- Prewarming i-gel laryngeal mask for mechanical ventilation: a meta-analysis of randomised control trials and trial sequential analysis.BMJ open · 2021Pooled it
- Comparison of the efficacy of hematopoietic stem cell mobilization regimens: a systematic review and network meta-analysis of preclinical studies.Stem cell research & therapy · 2021Pooled it
- The compartmentalization model of nitrate homeostasis: Role of the salivary glands, skeletal muscle, and liver.EXCLI journal · 2026Review
- Article
- Using Force Plates to Monitor the Recovery of Vertical Jump Performance After Strenuous Exercise: A Systematic Review and Meta-Analysis.Journal of functional morphology and kinesiology · 2025Review
- Artificial intelligence for difficult airway assessment: a protocol for a systematic review with meta-analysis.BMJ open · 2025Article
- Combined Anterior Cruciate Ligament and Anterolateral Ligament Reconstruction Shows Reduced Graft Failure Rates and Superior Residual Rotational Stability Regardless of Anterolateral Ligament Reconstruction Graft: A Systematic Review.Journal of clinical medicine · 2025Review
- Deep learning for identifying cervical ossification of the posterior longitudinal ligament: a systematic review and meta-analysis.Quantitative imaging in medicine and surgery · 2025Article
- Which Measure of Stone Burden is the Best Predictor of Interventional Outcomes in Urolithiasis: A Systematic Review and Meta-analysis by the YAU Urolithiasis Working Group and EAU Urolithiasis Guidelines Panel.European urology open science · 2025Review
- Article
- Article
- The efficacy of silver needle therapy for treating low back pain: a protocol for meta-analysis of randomized controlled trials.Frontiers in medicine · 2024Article
- Myocardial infarct size is reduced by nitrite and nitrate administration: a systematic review and meta-analysis of animal studies.EXCLI journal · 2024Review
- Impaired vascular relaxation in type 2 diabetes: A systematic review and meta-analysis.EXCLI journal · 2024Review
- Effects of perioperative steroid use on surgical stress and prognosis in patients undergoing hepatectomy: a systematic review and meta-analysis of randomized controlled trials.Frontiers in pharmacology · 2024Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Graphs, an effective form of data presentation, are used for summarizing complex information and making them easier to understand. Extracting numerical data from graphs, which is commonly required in systematic reviews and meta-analyses, is however a challenging issue. Since this kind of results presentation is common, ignorance of such data may result in publication bias when conducting meta-analyses. On the other hand, contacting the authors of a particular publication in order to retrieve the data may take a long time and is often not very fruitful. In this case, there are a few software and methods that may be used for data extraction; however, using these software is costly and not simple as well as different types of graphs need different extraction methods. Here, we have described a simple reproducible method for extracting data from graphs using Adobe Photoshop.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.