ArticleHealth economics2019
Causes of regional variation in Dutch healthcare expenditures: Evidence from movers.
Article in Health economics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 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
12 citing papers in PubMed.
- Hospital variation in treatment for synchronous metastatic esophageal and gastric cancer: A nationwide population-based study in the Netherlands.International journal of cancer · 2025Article
- Identifying outlying groups through residual analysis and its application to healthcare expenditure.Journal of applied statistics · 2025Article
- Related variations: A novel approach for detecting patterns of regional variations in healthcare utilisation rates.PloS one · 2023Article
- Regional variation in long-term care spending in Japan.BMC public health · 2022Article
- Regional variation in prescription drug spending: Evidence from regional migrants in Sweden.Health economics · 2022Article
- A Framework for Understanding How Variation in Health Care Service Delivery Affects Work Disability Management.Journal of occupational rehabilitation · 2022Review
- Assessing the role of energy finance, green policies, and investment towards green economic recovery.Environmental science and pollution research international · 2022Article
- The influence and mechanism of health expenditures on investment of financial assets decisions: A case study of China's economy.Frontiers in public health · 2022Article
- Regional differences in healthcare costs further explained: The contribution of health, lifestyle, loneliness and mastery.TSG : tijdschrift voor gezondheidswetenschappen · 2022Article
- Are the Sick Left Behind at the Peripheries? Health Selection in Migration to Growing Urban Centres in Finland.European journal of population = Revue europeenne de demographie · 2021Article
- Self-Declared Roma Ethnicity and Health Insurance Expenditures: A Nationwide Cross-Sectional Investigation at the General Medical Practice Level in Hungary.International journal of environmental research and public health · 2020Article
- Causes of regional variation in Dutch healthcare expenditures: Evidence from movers.Health economics · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We assess the relative importance of demand and supply factors as determinants of regional variation in healthcare expenditures in the Netherlands. Our empirical approach follows individuals who migrate between regions. We use individual data on annual healthcare expenditures for the entire Dutch population between the years 2006 and 2013. Regional variation in healthcare expenditures is mostly driven by demand factors, with an estimated share of around 70%. The relative importance of different causes varies with the groups of regions being compared.
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.