Media & Narrative Sentiment Research Hub
APN’s Media & Narrative Sentiment programme (Node 21680) is a forensic, evidence-based audit of how the Australian media frames major property and housing-policy events — from an early sentiment-divergence study of the December 2025 CPI release through three linked waves tracking the 2026–27 Federal Budget’s housing tax reforms, closing with a six-part Academy distillation of the full ninety-day retrospective.
Media coverage of major property and tax-policy events rarely tells the whole story on day one. This programme is APN’s structured effort to test that gap empirically — measuring what outlets reported, what they omitted, and how the picture changed as each story matured, from the first hours of coverage through to a full retrospective close-out.
The six Core Reports below run from an early sentiment-divergence audit of the December 2025 CPI release, through the initial audit of Federal Budget housing coverage, a follow-up study on the information gaps that opened in the days after, a dedicated verification finding on the tax reforms’ grandfathering mechanics, and the ninety-day retrospective’s executive summary and main findings. The six-part Distillation Series that follows breaks that retrospective down across six reading levels, from a plain-language explainer through to a national-policy-register submission standard.
Sentiment Divergence: The December 2025 CPI Release
A forensic audit of the sentiment divergence across Australian media following the December 2025 CPI release, mapping the rhetorical strategies institutional, public-sector and independent-realist outlets used to frame the return of “sticky” inflation.
Read the report →Media Bias Analysis: Budget Housing Measures
Analysis of the 2026–27 Federal Budget coverage reveals significant structural bias across the Australian media, driven by commercial conflicts and political framing — over-amplifying investor narratives while key measures benefiting renters were systematically omitted from public discourse.
Read the report →Budget Housing Media Information Failure
Extends the Budget housing-reform media analysis, finding specialist podcasts reversed mainstream media’s omission of critical trust-tax changes, and documenting an information-market failure as public search for basic definitions like “what is negative gearing” rose sharply while coverage emphasised concern.
Read the report →The Information Gap That Never Closed
The programme’s closing instrument: a ninety-day retrospective examining how the Australian media processed the most material structural intervention in residential property taxation since 1999, from budget night through legislative passage to Day 90.
Read the report →Structural Media Failure & the Wealth-Insulation Mandate
A ninety-day retrospective finding the Australian media emphasised concern about the housing tax reforms while structurally failing to communicate their protections — even as a historic majority of the electorate came to support the outcome the reforms are designed to produce.
Read the report →Grandfathering’s Disposal-Year Limit
A dedicated verification of the housing tax reforms’ grandfathering provisions confirms a previously unreported structural interaction: the new 30% minimum tax can materially reduce the disposal-year cash value of grandfathered negative-gearing deductions.
Read the report →Companion pieces to The Information Gap That Never Closed, restating its ninety-day findings across six reading levels — from plain language through to a national-policy-register submission standard.
EL 1 — Plain Language
What actually happened to negative gearing and capital gains tax, and why the coverage left most people confused: what changed, what grandfathering protects, and its disposal-year limit.
Read the report →EL 2 — General Reader
How the media framed the housing tax reforms: the editorial frames outlets reached for, and what each frame left out.
Read the report →EL 3 — Media Analysis
Reading the media bias matrix: outlet-by-outlet scoring across the ten-vector methodology, with the claim-accuracy register.
Read the report →EL 4 — Informed Practitioner
The grudge pattern and the polling paradox: register dynamics between grudge behaviour and repeal advocacy, and the psychological decoupling observation.
Read the report →EL 5 — Systemic Critique
The regulatory accountability vacuum: why the grudge pattern documented across the retrospective sits in a structurally legal zone.
Read the report →EL 6 — Masterful
Structural media failure and the rupture of the wealth-insulation mandate: the findings situated in political-communication theory and comparative precedent.
Read the report →