ArticleScientific data2019
Creating a surrogate commuter network from Australian Bureau of Statistics census data.
Article in Scientific data, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 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
23 citing papers in PubMed.
- Impact of opinion dynamics on recurrent pandemic waves: balancing risk aversion and peer pressure.Interface focus · 2025Article
- Multi-scale phylodynamic modelling of rapid punctuated pathogen evolution.PLoS computational biology · 2025Article
- Article
- Measuring unequal distribution of pandemic severity across census years, variants of concern and interventions.Population health metrics · 2023Article
- Persistence of the Omicron variant of SARS-CoV-2 in Australia: The impact of fluctuating social distancing.PLOS global public health · 2023Article
- A general framework for optimising cost-effectiveness of pandemic response under partial intervention measures.Scientific reports · 2022Article
- The effects of local homogeneity assumptions in metapopulation models of infectious disease.Royal Society open science · 2022Article
- Island Study Linking Aging and Neurodegenerative Disease (ISLAND) Targeting Dementia Risk Reduction: Protocol for a Prospective Web-Based Cohort Study.JMIR research protocols · 2022Article
- Simulating Transmission Scenarios of the Delta Variant of SARS-CoV-2 in Australia.Frontiers in public health · 2022Article
- Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19.Journal of healthcare informatics research · 2022Article
- How will mass-vaccination change COVID-19 lockdown requirements in Australia?The Lancet regional health. Western Pacific · 2021Article
- Risk mapping for COVID-19 outbreaks in Australia using mobility data.Journal of the Royal Society, Interface · 2021Article
- Simulation of pandemics in real cities: enhanced and accurate digital laboratories.Proceedings. Mathematical, physical, and engineering sciences · 2021Article
- Modelling transmission and control of the COVID-19 pandemic in Australia.Nature communications · 2020Article
- Evolutionary modelling of the COVID-19 pandemic in fifteen most affected countries.Chaos, solitons, and fractals · 2020Article
- Time Series Analysis and Forecast of the COVID-19 Pandemic in India using Genetic Programming.Chaos, solitons, and fractals · 2020Article
- Phase Transitions in Spatial Connectivity during Influenza Pandemics.Entropy (Basel, Switzerland) · 2020Article
- Creating a surrogate commuter network from Australian Bureau of Statistics census data.Scientific data · 2019Article
- The Effects of Imitation Dynamics on Vaccination Behaviours in SIR-Network Model.International journal of environmental research and public health · 2019Article
- Urbanization affects peak timing, prevalence, and bimodality of influenza pandemics in Australia: Results of a census-calibrated model.Science advances · 2018Article
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
Abstract
Between the 2011 and 2016 national censuses, the Australian Bureau of Statistics changed its anonymity policy compliance system for the distribution of census data. The new method has resulted in dramatic inconsistencies when comparing low-resolution data to aggregated high-resolution data. Hence, aggregated totals do not match true totals, and the mismatch gets worse as the data resolution gets finer. Here, we address several aspects of this inconsistency with respect to the 2016 usual-residence to place-of-work travel data. We introduce a re-sampling system that rectifies many of the artifacts introduced by the new ABS protocol, ensuring a higher level of consistency across partition sizes. We offer a surrogate high-resolution 2016 commuter dataset that reduces the difference between the aggregated and true commuter totals from ~34% to only ~7%, which is on the order of the discrepancy across partition resolutions in data from earlier years.
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.