ArticlePloS one2013
Correlations between Income inequality and antimicrobial resistance.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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
14 citing papers in PubMed, 27 citations in OpenAlex.
- Distinct infant resistome trajectories shaped by country income and geography revealed through global metagenomics reanalysis.npj antimicrobials and resistance · 2026Article
- Association of factors linked to health inequalities and the risk of antibiotic-resistant infection in high-income countries: a systematic scoping review.JAC-antimicrobial resistance · 2025Review
- Socioeconomic position and urban environments as drivers of antimicrobial resistance? An ecological study in Germany, 2010 to 2019.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025Article
- Invisible Engines of Resistance: How Global Inequities Drive Antimicrobial Failure.Antibiotics (Basel, Switzerland) · 2025Review
- Non-Canonical Aspects of Antibiotics and Antibiotic Resistance.Antibiotics (Basel, Switzerland) · 2024Review
- Acute Respiratory Infection Hubs: A Service Model with Potential to Optimise Infection Management.Antibiotics (Basel, Switzerland) · 2023Article
- Antibiotic-ResistantAntibiotics (Basel, Switzerland) · 2021Review
- Who is willing to stay sick for the collective? - Individual characteristics, experience, and trust.SSM - population health · 2019Article
- Article
- Predictors and trajectories of antibiotic consumption in 22 EU countries: Findings from a time series analysis (2000-2014).PloS one · 2018Article
- Risk factors for and impact of carbapenem-resistant Acinetobacter baumannii colonization and infection: matched case-control study.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2015Article
- Antibiotic Resistance of Helicobacter pylori Among Male United States Veterans.Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association · 2015Article
- Antimicrobial resistance: risk associated with antibiotic overuse and initiatives to reduce the problem.Therapeutic advances in drug safety · 2014Review
- High prevalence of Staphylococcus aureus and methicillin-resistant S. aureus colonization among healthy children attending public daycare centers in informal settlements in a large urban center in Brazil.BMC infectious diseases · 2014Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThe aim of this study is to investigate if correlations exist between income inequality and antimicrobial resistance. This study's hypothesis is that income inequality at the national level is positively correlated with antimicrobial resistance within developed countries. DATA COLLECTION AND ANALYSIS: Income inequality data were obtained from the Standardized World Income Inequality Database. Antimicrobial resistance data were obtained from the European antimicrobial Resistance Surveillance Network and outpatient antimicrobial consumption data, measured by Defined daily Doses per 1000 inhabitants per day, from the European Surveillance of antimicrobial Consumption group. Spearman's correlation coefficient (r) defined strengths of correlations of: > 0.8 as strong, > 0.5 as moderate and > 0.2 as weak. Confidence intervals and p values were defined for all r values. Correlations were calculated for the time period 2003-10, for 15 European countries.
resultsIncome inequality and antimicrobial resistance correlations which were moderate or strong, with 95% confidence intervals > 0, included the following. Enterococcus faecalis resistance to aminopenicillins, vancomycin and high level gentamicin was moderately associated with income inequality (r= ≥0.54 for all three antimicrobials). Escherichia coli resistance to aminoglycosides, aminopenicillins, third generation cephalosporins and fluoroquinolones was moderately-strongly associated with income inequality (r= ≥0.7 for all four antimicrobials). Klebsiella pneumoniae resistance to third generation cephalosporins, aminoglycosides and fluoroquinolones was moderately associated with income inequality (r= ≥0.5 for all three antimicrobials). Staphylococcus aureus methicillin resistance and income inequality were strongly associated (r=0.87).
conclusionAs income inequality increases in European countries so do the rates of antimicrobial resistance for bacteria including E. faecalis, E. coli, K. pneumoniae and S. aureus. Further studies are needed to confirm these findings outside Europe and investigate the processes that could causally link income inequality and antimicrobial resistance.
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.