ReviewApplied soft computing2022
The applications of MCDM methods in COVID-19 pandemic: A state of the art review.
Review in Applied soft computing, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis 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
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Cannabinoids, the Blood-Brain Barrier, and Neurodegeneration: Mechanisms, Dysregulation, and Therapeutic Perspectives.Biomolecules · 2026Pooled it
- Increasing COVID-19 Testing and Vaccination Uptake in the Take Care Texas Community-Based Randomized Trial: Adaptive Geospatial Analysis.JMIR formative research · 2025Trial
- Expert experience-guided virtual datasets for adaptive automatic driving in metro trains.Scientific reports · 2026Article
- Who Should Decide the Outcome for a Clinical Trial? Comparing the Views of Stakeholders on Intervention Benefit Using Multi-Criteria Decision Modelling of Cognitive Remediation.Schizophrenia bulletin · 2026Article
- A multi-phase, multi-method assessment of national COVID-19 vaccination performance with equity analysis.Scientific reports · 2026Article
- A hybrid machine learning-enhanced MCDM model for transport safety engineering.Scientific reports · 2025Article
- CRISPR-driven diagnostics: Molecular mechanisms, clinical efficacy and translational challenges.Clinical and translational medicine · 2025Review
- Review
- Ranking polycystic ovarian syndrome (PCOS) drugs using degree-based indices in QSPR models and CRITIC-driven MCDM methods.Scientific reports · 2025Article
- Natural Antimicrobial Compounds as Promising Preservatives: A Look at an Old Problem from New Perspectives.Molecules (Basel, Switzerland) · 2024Review
- Identifying the most critical side effects of antidepressant drugs: a new model proposal with quantum spherical fuzzy M-SWARA and DEMATEL techniques.BMC medical informatics and decision making · 2024Article
- Article
- Article
- Comparison of the Bulut Index-Beta method and Global Health Security Index: results from the world's countries.Turkish journal of medical sciences · 2024Article
- Identifying and prioritizing resilient health system units to tackle the COVID-19 pandemic.Socio-economic planning sciences · 2023Article
- Article
- An investigation to offer conclusive recommendations on suitable benefit/cost criteria-based normalization methods for TOPSIS.MethodsX · 2023Article
- 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
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Likened to the economic calamity of World War Two, the COVID-19 pandemic has sparked fears of a deep economic crisis, killed more than six million people worldwide and had a ripple effect on all aspects of life. MCDM (multi-criteria decision making) methods have become increasingly popular in modeling COVID-19 problems owing to the multi-dimensionality of this crisis and the complexity of health and socio-economic systems. This paper is aimed to review 72 papers published in 37 leading peer-reviewed journals indexed in Web of Science that used MCDM methods in different areas of COVID-19 pandemic. In this paper, data retrieval follows the PRISMA protocol for systematic literature reviews. 35 countries have contributed to this multidisciplinary research and India is identified as the leading country in this field followed by Turkey and China. Also 36 articles, namely 50% of papers are presented in the form of international cooperation. "
Indexed as
Identifiers
What Socratic 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 Socratic graph.