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The analysis in this report was commissioned by NBN Co and was prepared by Accenture on behalf of NBN Co. Views and opinions expressed in this document are based on Accenture's knowledge and understanding of its area of business, markets and technology. Accenture does not provide medical, legal, regulatory, audit, or tax advice, and this document does not constitute advice of any nature. While the information in this document has been prepared in good faith, Accenture disclaims, to the fullest extent permitted by applicable law, any and all liability for the accuracy and completeness of the information in this document and for any acts or omissions made based on such information. Opinions expressed herein are subject to change without notice. No part of this document may be reproduced in any manner without the written permission of Accenture. This document may make references to third party names, trademarks or copyrights that may be owned by others. 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Each of these features also play a significant role in shaping overall user experience and driving economic growth.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 18:54:13.515+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "008ae872-d128-4750-bbfa-21ebf014c7d2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.22, "x": 0.75, "y": 0.45 }, "kind": "paragraph", "text": "Since the rollout of the nbn network, the quality of Australian broadband infrastructure has increased significantly. 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Modelling at the SA2 level allows us to examine the impact of fast broadband on specific regions. This is helpful in two primary ways: (a) We can use the model to understand how broadband has impacted specific types of regions; for example, rural and remote regions compared to major cities, or, lower to higher socio-economic regions. This is important given a key rationale for the nbn network was to improve access to previously underserved communities. 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Modelling at the SA2 level requires us to build a time-series dataset for all SA2s in Australia, including estimating all variables used in the analysis at the SA2 level. This included estimating average broadband speed for each SA2 between 2011 and 2023, as well as estimating Gross Regional Product ('GRP') for each SA2. More detail on our approach can be found in the appendix. SA2 boundaries are set by the ABS and have changed several times in our time period of interest. To solve for this, we choose to use the 2011 boundaries throughout our time period of analysis. 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Speedit = Average broadband speeds, estimated based on nbn and non-nbn connections, including unconnected households, who are assumed to have a speed of zero.\n• Population. Densityit = The quotient of the residential population in an SA2 and its area in square kilometres\n• Average. Incomeit = Personal income on an SA2 level\n• Unemployment. Rateit = Unemployment rate, by SA2 from Small Area Labour Markets data, by SA2\n• Remotenessit = Classification of an SA2 into one of five remoteness categories (major cities, inner regional, outer regional, remote and very remote) based on the Australian Statistical Geography Standard\n• εit = error term\nWe applied this model to estimate the implied percentage of people with a bachelors degree or higher in the absence of fast broadband (%EDUC_bachelor degrees or higher – β1 * Increase in broadband speed since 2011 / 100). Our model describes a relationship between total average broadband speeds and number of bachelor and higher degree completions. To fairly represent the impact of the nbn network (only one part of the total broadband story in Australia), we then disaggregate this total number of bachelor and higher degree completions into nbn and non-nbn effects. In each year we calculate the weighted impact of the nbn network on the all-Australian average broadband speed, accounting for take-up and average speeds, using the following formula:\n%Completion of a bachelor degree or higher upliftnbn = (Householdsnbn * Speednbn) / SpeedAll\nThis fraction increases over time with the nbn roll out, from 0.6% in 2012 to close to 90% in 2023. 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