ArticleHuman resources for health2022
Inequal distribution of nursing personnel: a subnational analysis of the distribution of nurses across 58 countries.
Article in Human resources for health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Healthcare Professionals' Perspectives on Nursing Competency: A Synthesis of Qualitative Evidence.International nursing review · 2026Review
- Factors influencing clinical decision-making skills among nurses in Malaysia: A three-level general linear mixed-effects analysis.International journal of nursing studies advances · 2026Article
- An Ecological Panel Analysis of Trends in the Geographic Disparities of the Certified Nurse and Certified Nurse Specialist in Japan from 1996 to 2022.Nursing reports (Pavia, Italy) · 2026Article
- Exploring the Nature and Impact of Nurse Workload on Care: A Qualitative Study in Health Facilities in a Resource-Limited Municipality.Journal of nursing management · 2026Article
- Geriatric and gerontological physiotherapy in focus: a cross-sectional survey of education, clinical practice, and service availability across world physiotherapy member nations.BMC medical education · 2025Article
- Inequalities in the Distribution of the Nursing Workforce in Albania: A Regional Analysis Using the Gini Coefficient.Nursing reports (Pavia, Italy) · 2025Article
- Assessing Visitor Expectations of AI Nursing Robots in Hospital Settings: Cross-Sectional Study Using the Kano Model.JMIR nursing · 2024Article
- The allocation and fairness of hospital pharmacist human resources in China: a time-series study.BMC health services research · 2024Article
- Demand Forecasting of Nurse Talents in China Based on the Gray GM (1,1) Model: Model Development Study.Asian/Pacific Island nursing journal · 2024Article
- Understanding the factors associated with nurse employment in clinics: Experiences in Taiwan.Journal of the Chinese Medical Association : JCMA · 2024Article
- The distribution structure of medical and care resources based on regional characteristics throughout Japan in 2020.BMC health services research · 2024Article
- Associated Factors of Cardiopulmonary Resuscitation Outcomes; a Cohort Study on an Adult In-hospital Cardiac Arrest Registry.Archives of academic emergency medicine · 2024Article
- Regional Variation in the Community Nursing and Support Workforce in England: A Longitudinal Analysis 2010-2021.Journal of nursing management · 2024Article
- Anemia and frailty in the aging population: implications of dietary fiber intake (findings of the US NHANES from 2007-2018).BMC geriatrics · 2023Article
- Article
- Enhancing the education of paediatric nurses: A positive step towards achieving sustainable development goals.Nursing open · 2023Review
- Distribution of nursing workforce in the world using Gini coefficient.BMC nursing · 2023Article
- The allocation and fairness of health human resources in Chinese maternal and child health care institutions: a nationwide longitudinal study.BMC health services research · 2023Article
- Examining coordination and equilibrium: an analysis of supply index and spatial evolution characteristics for older adult services in Zhejiang Province.Frontiers in public health · 2023Article
- The global inequity in COVID-19 vaccination coverage among health and care workers.International journal for equity in health · 2022Article
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Authors and funding
6 authors.
Funding
Abstract
backgroundNursing personnel are critical for enabling access to health service in primary health care. However, the State of the World's Nursing 2020 report showed important inequalities in nurse availability between countries.
methodsThe purpose of this study/analysis was to describe the differences in nurse-to-population density in 58 countries from six regional areas and the relationship between differences in access to nurses and other indicators of health equity.
resultsAll countries and income groups showed subnational inequalities in the distribution of nursing personnel with Gini coefficients ranging from 1 to 39. The latter indicated situation such as 13% of the population having access to 45% of nurses in a country. The average max-to-min ratio was on average of 11-fold. In our sample, the African region had the highest level of subnational inequalities with the average Gini coefficient of 19.6. The European Region had the lowest level of within-country inequalities with the average Gini coefficient being 5.6. A multivariate analysis showed a clustering of countries in three groups: (1) high Gini coefficients comprised mainly African countries; (2) moderate Gini coefficients comprised mainly South-East Asian, Central and South American countries; (3) low Gini coefficients comprised mainly Western countries, Japan, and Korea. The analysis also showed that inequality in distribution of nurses was correlated with other indices of health and inequality such as the Human Development Index, maternal mortality, and life expectancy.
conclusionsThis study showed that there is a high level of geographic inequality in the distribution of nurses at subnational level. Inequalities in nursing distribution are multifactorial, to improve access to nurses, policies should be bundled, tailored to the local context and tackle the various root causes for inequalities.
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