ArticleJMIR medical informatics2017
Hierarchical Medical System Based on Big Data and Mobile Internet: A New Strategic Choice in Health Care.
Article in JMIR medical informatics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Standards for Mobile Health-Related Apps: Systematic Review and Development of a Guide.JMIR mHealth and uHealth · 2020Pooled it
- Reshaping the hierarchical medical system for rare diseases: a two-tier structure and one-stop referral network.Journal of global health · 2025Article
- Can telemedicine help integrate the referral-based healthcare system? An economic and operational analysis.PloS one · 2025Article
- Utilization of upper gastrointestinal tumor inpatient services affected by COVID-19 in China 2018-2021: an interrupted time series analysis.Frontiers in public health · 2025Article
- Effectiveness of hierarchical medical system policy: an interrupted time series analysis of a pilot scheme in China.Health policy and planning · 2023Article
- National Brain Tumour Registry of China (NBTRC) statistical report of primary brain tumours diagnosed in China in years 2019-2020.The Lancet regional health. Western Pacific · 2023Article
- Hierarchical medical system and local medical performance: A quasi-natural experiment evaluation in Shanghai, China.Frontiers in public health · 2022Article
- Does Internet Use Affect Medical Decisions among Older Adults in China? Evidence from CHARLS.Healthcare (Basel, Switzerland) · 2021Article
- From conventional healthcare to e-health: Social and spatial transformation. Using a comparison between Hong Kong and Mainland China.Journal of clinical and translational research · 2021Review
- Detecting Undifferentiation of Tertiary and County Hospitals in China in Adoption of DRG Instrument.Healthcare (Basel, Switzerland) · 2021Article
- Hierarchical medical system in the COVID-19 pandemic era: A potential access to the management in disease control and medical resource sustainability--a commentary on "Health policy and leadership models during the COVID-19 pandemic: A review".International journal of surgery (London, England) · 2021Article
- The Establishment and Practice of Pharmacy Care Service Based on Internet Social Media: Telemedicine in Response to the COVID-19 Pandemic.Frontiers in pharmacology · 2021Article
- How Serious is the Economic Burden of Diabetes Mellitus in Hainan Province? A Study Based on "System of Health Account 2011".Diabetes therapy : research, treatment and education of diabetes and related disorders · 2019Article
- Analysis of factors influencing the frequency of primary care visits among diabetic patients in two provinces in China.BMC public health · 2019Article
- The Impacts of the Hierarchical Medical System on National Health Insurance on the Resident's Health Seeking Behavior in Taiwan: A Case Study on the Policy to Reduce Hospital Visits.International journal of environmental research and public health · 2019Article
- The health service capacity of primary health care in West China: different perspectives of physicians and their patients.BMC health services research · 2019Article
- Research on Current Curative Expenditure among Lung Cancer Patients Based on the "System of Health Accounts 2011": Insights into Influencing Factors.Journal of Cancer · 2019Article
- Factors of hospitalization expenditure of the genitourinary system diseases in the aged based on "System of Health Account 2011" and neural network model.Journal of global health · 2018Article
- Standardization of medical service indicators: A useful technique for hospital administration.PloS one · 2018Article
- From Free-Standing to Textile Electrodes: Carbonaceous Biocompatible Material for Wearable Sensing.Healthcare technology lettersArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
China is setting up a hierarchical medical system to solve the problems of biased resource allocation and high patient flows to large hospitals. The development of big data and mobile Internet technology provides a new perspective for the establishment of hierarchical medical system. This viewpoint discusses the challenges with the hierarchical medical system in China and how big data and mobile Internet can be used to mitigate these challenges.
Indexed as
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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.