APN Codex · Series 21600 · Technical Specification

APN Codex 21600:
Market Sentiment & Behavioural Analysis

Technical baseline specification for the four-node Market Sentiment & Behavioural Analysis series. All parameters certified Q4 2025. Each node documented independently with ratified metrics, certified telemetry, and governance declarations.

Series
21600 — Market Sentiment & Behavioural Analysis
Nodes Certified
4 of 8
Baseline Period
Q1 2011 – Q4 2025
Terminal Date
Q4 2025
Published
April 2026
21610
$ICR_t$
+0.8307σ
Investor vs. Owner-Occupier Behaviour
N = 60 · Q1 2011 – Q4 2025
21620
$BMM_t$
+0.847σ
Market Psychology & Herd Behaviour
N = 57 effective · Q4 2011 – Q4 2025
21630
$AVRS_t$
+0.1073σ
Price Volatility & Risk Assessment
N = 50 · Q3 2013 – Q4 2025
21640
$CSI_t$ · $BSI_t$ · $SDS_t$
+0.0411σ / +0.0873σ
Measured Consumer & Business Sentiment
N = 60 · Q1 2011 – Q4 2025
01

Node 21610 — Investor vs. Owner-Occupier Behaviour

21610 Investor vs. Owner-Occupier Behaviour
+0.8307σ
ParameterVariableValueStatus
Primary metricInvestor Concentration Ratio ($ICR_t$)$ICR_t = V^{inv}_t \div (V^{inv}_t + V^{oo}_t)$Certified
Observation periodQ1 2011 – Q4 2025N = 60Certified
Historical mean (μ)$ICR_t$35.4974%Certified
Standard deviation (σ, ddof=0)Population5.0482Certified
Terminal $ICR_t$ valueQ4 202539.6907%Certified
Terminal Z-Score$Z_{ICR}$+0.8307σCertified
Series peak $Z_{ICR}$Q2 2015+1.8347σCertified
Series trough $Z_{ICR}$Q4 2020−2.3174σCertified
High-DTI asymmetry (Q4 2025)Investor $DTI \ge 6x$ share vs owner-occupier11.3% vs 4.0% — 2.83× differentialAPRA Verified
Primary sourcesABS LEND_HOUSING · RBA D2 · APRA ADIEFS frameworkActive
Double-count protocolRBA DLCANS net-switching seriesApplied algorithmically — prevents administrative loan reclassifications from being ingested as organic capital deployment
Chart 1.1 · $ICR_t$ Z-Score Trajectory · Q1 2011 – Q4 2025
Chart 1.2 · $Z_{ICR}$ at Macroprudential Intervention Points
+0.8307σ
Terminal $Z_{ICR}$ — Q4 2025
+1.8347σ
Series peak Q2 2015 — preceding APRA 10% benchmark
2.83×
Investor vs owner-occupier $DTI \ge 6x$ origination differential
39.69%
Terminal $ICR_t$ — 15-year mean 35.50%
H₀: The investor and owner-occupier cohorts are not structurally differentiated in their market impact. Any observed divergence in settlement volumes and debt-leveraging ratios reflects standard cyclical macroeconomic fluctuations rather than a persistent structural condition with independent macroprudential consequences.
✕ Null Hypothesis — Definitively Rejected

The $ICR_t$ functions as a leading indicator for sovereign macroprudential intervention by quantifying the proportional divergence between speculative and utility-driven capital within total mortgage origination. The series peak of +1.8347σ in Q2 2015 preceded APRA's 10 per cent annual investor credit growth benchmark by a single quarter. The Q4 2017 return to negative territory (−0.2178σ) followed APRA's 30 per cent interest-only lending cap, confirming the node's diagnostic utility across two complete regulatory cycles.

The terminal reading of +0.8307σ at Q4 2025 reflects an investor cohort that re-accelerated origination throughout 2024 and 2025. Investor lending expanded 31.8 per cent year-on-year in Q4 2025 against owner-occupier growth of 18.6 per cent, confirming the structural asymmetry that catalysed APRA's February 2026 $DTI \ge 6x$ constraint. The 2.83× differential in high-DTI origination between cohorts empirically validates that investor participation is governed by sequential equity extraction rather than baseline income serviceability.

24800 · SPCI
APN Sovereign Policy Composite Index™
An elevated $Z_{ICR}$ signals that market liquidity is disproportionately reliant on speculative capital. The SPCI uses the $ICR_t$ trajectory to calibrate the probability, timing, and magnitude of sovereign regulatory intervention, as investor capital withdraws at materially faster velocity than owner-occupier capital following any policy shift.
24230 · APN Credit Rationing Index™
APN Credit Rationing Index™
The 2.83× DTI asymmetry is a primary input for the Credit Rationing Index. The cohort-level divergence in leverage application determines the differential systemic risk weighting between investor and owner-occupier exposures, calibrating the index's structural constraint multiplier on new lending capacity.
24410 · APN RLV Gap™
APN Residual Land Value Gap™
Elevated investor concentration shifts developer incentives toward premium typologies, widening the viability gap for affordable supply. The $ICR_t$ trajectory directly calibrates the RLV Gap's demand-composition input, confirming that speculative capital closes residual land value gaps faster than utility-driven demand.
02

Node 21620 — Market Psychology & Herd Behaviour

Ratified Operational Formula — Two-Vector Form
$$BMM_t = \left(\frac{\Delta P_t}{\overline{\Delta P}_n}\right) \times \left(\frac{\Delta TV_t}{\overline{\Delta TV}_n}\right)$$
where $\Delta P_t$ = quarterly mean dwelling price change (ABS 6416.0) · $\Delta TV_t$ = quarterly new loan commitment count change (ABS LEND_HOUSING) · $\overline{\Delta P}_n$ and $\overline{\Delta TV}_n$ = respective 15-year series means
APN-GOV-21620-DAM-001: The Days-on-Market (DAM) term is classified as a Pending Structural Enhancement and is excluded from this baseline. Reinstatement is contingent on resolution of pre-2022 historical record suppression by digital property platforms and demonstrated within-publisher variance disqualification.
21620 Market Psychology & Herd Behaviour
+0.847σ
ParameterVariableValueStatus
Primary metricBehavioural Momentum Metric ($BMM_t$)Two-vector product formCertified
$\Delta P_t$ mean (μ)Price velocity series1.4025% QoQCertified
$\Delta P_t$ std dev (σ, ddof=0)N = 57 (first-order diff)1.9139Certified
$\Delta TV_t$ mean (μ)Transaction velocity series1.7083% QoQCertified
$\Delta TV_t$ std dev (σ, ddof=0)N = 598.0902Certified
Effective synthesis NProduct series (constrained by $\Delta P_t$)57 quartersCertified
Terminal Z-Score$Z_{BMM}$+0.847σCertified
Terminal $\Delta P_t$Q4 2025+2.7438% QoQCertified
Terminal $\Delta TV_t$Q4 2025+10.6329% QoQCertified
Series peakQ3 2019+5.441σCertified — EFS transition artefact
Supply-withdrawal eventQ3 2022+1.227σ (dual-negative vectors)Certified
Primary sourcesABS RES_DWELL_ST · ABS LEND_HOUSINGTier-1 SovereignActive
Chart 2.1 · $BMM_t$ Z-Score Series · Q4 2011 – Q4 2025
Chart 2.2 · Dual-Vector Decomposition · $\Delta P_t$ vs $\Delta TV_t$ Z-Scores
+0.847σ
Terminal $Z_{BMM}$ — Q4 2025
+5.441σ
Series peak Q3 2019 — EFS transition surge
+1.227σ
Q3 2022 — positive $BMM_t$ from dual-negative vectors
+10.63%
Terminal $\Delta TV_t$ — Q4 2025 transaction velocity

The $BMM_t$ captures the compounding interaction between price velocity and transaction velocity. A positive product of two positive vectors confirms expansionary momentum; a positive product of two negative vectors — as observed in Q3 2022 — identifies a supply-withdrawal dynamic rather than a market correction. During Q3 2022, mean dwelling prices fell $36,800 (−3.33% QoQ) while transaction velocity contracted 11.35% QoQ. The $BMM_t$ nevertheless registered +1.227σ, correctly diagnosing that incumbent asset holders withdrew inventory rather than accepting price discounts under rising serviceability constraints.

The terminal reading of +0.847σ reflects simultaneous price and transaction acceleration into Q4 2025, with $\Delta P_t$ at +2.74% QoQ and $\Delta TV_t$ at +10.63% QoQ — both vectors positive and above their respective 15-year means. This configuration is structurally consistent with the pre-constraint environment in which the investor cohort accelerated origination ahead of the February 2026 APRA $DTI \ge 6x$ activation.

24210 · APN RVM™
APN Regulatory Velocity Multiplier™
The first derivative of $Z_{BMM}$ velocity is a primary RVM™ input. Accelerating $BMM_t$ compresses the forecast intervention window, increasing the RVM™ multiplier and amplifying the projected magnitude of sovereign regulatory response.
24200 · APN Risk & Compliance Index™
APN Risk & Compliance Index™
Sustained above-mean $BMM_t$ readings signal building systemic exposure. The $BMM_t$ trajectory calibrates the compliance index's regulatory friction weighting ahead of sovereign intervention cycles, with supply-withdrawal events (dual-negative product) recorded as distinct structural stress signals.
21630 · Price Volatility & Risk
Price Volatility & Risk Assessment
The $\Delta P_t$ vector uses the same certified ABS 6416.0 mean price series as Node 21630's $P_t$ input, ensuring cross-node mathematical continuity. A supply-withdrawal $BMM_t$ event concurrently elevates $AVRS_t$ via the rolling $\sigma_{P,8}$ component.
03

Node 21630 — Price Volatility & Risk Assessment

Ratified Operational Formula — Asset Volatility Risk Score
$$AVRS_t = \sigma_{P,n} \times \left|\frac{dP_t}{P_n}\right| \times \left(\frac{1}{LIQ_t}\right)$$
$\sigma_{P,n}$ = rolling standard deviation of asset prices (n = 8 quarters, ratified) · $dP_t$ = absolute QoQ price change · $P_n$ = rolling 8-quarter mean price · $LIQ_t$ = new loan commitments count (ABS LEND_HOUSING, unadjusted original series)
21630 Price Volatility & Risk Assessment
+0.1073σ
ParameterVariableValueStatus
Primary metricAsset Volatility Risk Score ($AVRS_t$)Rolling 8-quarter windowCertified
Rolling window (n)Ratified governance decision8 quartersGovernance Ratified
Effective NQ3 2013 – Q4 202550 quartersCertified
Nominal baseline referenceQ1 2011 – Q4 202560 quarters (contextual)Certified
$\mu_{AVRS}$ raw seriesSet A parameters$5.591 \times 10^{-6}$Certified
$\sigma_{AVRS}$ (ddof=0)Set A parameters$6.158 \times 10^{-6}$Certified
Terminal Z-Score$Z_{AVRS}$ Q4 2025+0.1073σCertified
Terminal $LIQ_t$ (unadjusted)Q4 2025158,121 commitmentsABS Verified
Terminal $\sigma_{P,8}$Q4 202534.83 ($000)Certified
Series peakQ4 2021+4.2119σCertified
Series troughQ1 2023−0.9022σCertified
First +1.0σ breachQ1 2021Phase III onsetCertified
Primary sourcesABS 6416.0 · ABS LEND_HOUSING (unadjusted)Tier-1 SovereignActive
DAM retirementAPN-GOV-21630-DAM-001Pending Structural Enhancement — identical basis to APN-GOV-21620-DAM-001
Phase I
Q3 2013 – Q4 2019
±0.916σ band
Baseline Cyclicality. Contained high-frequency oscillation. No sustained above-mean sequence. Two APRA intervention cycles absorbed within existing capital buffers.
Phase II
Q1 2020 – Q3 2020
Sub-threshold build
Pre-Structural Acceleration. $\sigma_{P,8}$ begins expanding as early price acceleration commences. Rolling volatility shifts from cyclical oscillation to progressive accumulation.
Phase III
Q4 2020 – Q3 2022
+4.2119σ peak
Structural Volatility Event. Only sustained above-mean sequence in the 50-quarter baseline. Peak at Q4 2021. Secondary elevation +2.1204σ at Q3 2022 driven by sharp $dP_t$ contraction against elevated $\sigma_{P,8}$.
Phase IV
Q4 2022 – Q4 2025
+0.1073σ terminal
Post-Event Normalisation. Rapid return below zero-mean. Trough −0.9022σ at Q1 2023. Terminal +0.1073σ is the first positive reading since Q3 2022 — earliest signal of renewed volatility build.
Chart 3.1 · $AVRS_t$ Z-Score · Q3 2013 – Q4 2025 · Four-Phase Epoch
Chart 3.2 · $\sigma_{P,8}$ Rolling Volatility Component · Q3 2013 – Q4 2025
+0.1073σ
Terminal $Z_{AVRS}$ — first positive reading since Q3 2022
+4.2119σ
Series peak Q4 2021 — Phase III structural event
158,121
Terminal $LIQ_t$ — Q4 2025 unadjusted commitments
N = 50
Effective baseline — 8-quarter rolling window truncation from Q1 2011

The $AVRS_t$ integrates rolling price standard deviation, absolute price velocity, and inverse transactional liquidity into a single standardised risk signal. The ratified 8-quarter rolling window produces an effective baseline of N=50 (Q3 2013 – Q4 2025). The nominal 15-year baseline (Q1 2011 – Q4 2025) remains the fixed reference frame for all contextual macroeconomic interpretation.

The Phase III Structural Volatility Event (Q4 2020 – Q3 2022) is the defining feature of the series. The $AVRS_t$ reached +4.2119σ at Q4 2021 — the only breach of +4.0σ recorded — driven by the simultaneous expansion of $\sigma_{P,8}$ to 78.74 and a $dP_t$ of +51.1. The terminal reading of +0.1073σ constitutes the earliest empirical signal of a renewed volatility build. The $\sigma_{P,8}$ component remains elevated at 34.83 relative to its Phase I range, confirming residual structural momentum in the rolling volatility window despite the post-event normalisation trajectory.

24800 · SPCI
APN Sovereign Policy Composite Index™
$AVRS_t$ defines the boundary conditions for state-led intervention within the SPCI. Elevated volatility signals that sovereign regulatory architecture may be concentrating rather than dispersing systemic risk, recalibrating the SPCI's policy transmission weighting accordingly.
24230 · APN Credit Rationing Index™
APN Credit Rationing Index™
The $AVRS_t$ inverse liquidity term ($1/LIQ_t$) directly interfaces with the Credit Rationing Index. As $LIQ_t$ contracts under tightening conditions, the AVRS amplifies the risk signal, feeding into the Credit Rationing Index as a structural constraint multiplier on new lending capacity.
24450 · APN Replacement Cost Gap™
APN Replacement Cost Gap™
Sustained above-mean $AVRS_t$ readings compress developer viability margins. The Phase III event confirmed that asset price variance materially exceeded construction cost trajectories, widening the Replacement Cost Gap and rendering affordable supply delivery commercially unviable.
04

Node 21640 — Measured Consumer & Business Sentiment

Sentiment Divergence Scalar — Ratified Formula
$$SDS_t = \frac{SI_t - SI_n}{\sigma_{SI}} - \frac{TV_t - TV_n}{\sigma_{TV}}$$
$SI_t = (0.5 \cdot CSI_t) + (0.5 \cdot BSI_t)$ · $TV_t = OO\_TV_t$ (ABS Series ID A130268859F) · rolling mean and standard deviation vectors
APN-GOV-21640-TV-001: Transaction volume ($TV_t$) operates under a ratified proxy pivot to owner-occupier new loan commitments count ($OO\_TV_t$, ABS A130268859F). The combined investor/owner-occupier count series carries an irresolvable structural break at the July 2019 ABS EFS migration with no backcast prior to Q3 2019. Reinstatement of total market count is contingent on ABS backcasting investor count data to the pre-2019 period.
21640 Measured Consumer & Business Sentiment
$CSI_t$: +0.0411σ $BSI_t$: +0.0873σ
SeriesSource / Series IDμσ (ddof=0)Terminal ValueTerminal Z
$CSI_t$ OECD CSCICP02AUM460S · quarterly mean −3.32787.9730 −3.0 (Q4 2025) +0.0411σ
$BSI_t$ OECD BSCICP02AUQ460S · native quarterly +10.35567.3861 +11.0 (Q4 2025) +0.0873σ
$OO\_TV_t$ ABS A130268859F · excl. refinancing 83,858.611,311.1 94,773 (Q4 2025) +0.9649σ
$SDS_t$ Derived — rolling differential Q4 2025 −0.9007
ParameterVariableValueStatus
Observation period (all series)Q1 2011 – Q4 2025N = 60Certified
OECD normalisation layerAmplitude-adjusted composite indexHP-filter · seasonal adj · detrendApplied
$CSI_t$ series peakQ2 2021+2.0479σCertified
$CSI_t$ series troughQ1 2023−2.0911σCertified
Sustained suppression epochQ1 2023 – Q3 20247 consecutive quarters below −1.5σVerified
$BSI_t$ series troughQ2 2020−3.2975σCertified
$SDS_t$ series peakQ1 2011+2.7081Certified
$SDS_t$ series troughQ2 2021−1.8525Certified
$OO\_TV_t$ series peakQ2 2021+2.8975σCertified
Consumer Sentiment Index — $Z_{CSI}$ Terminal Q4 2025
+0.0411σ
First above-mean reading since Q4 2022. Seven consecutive quarters below −1.5σ (Q1 2023 – Q3 2024) preceding this recovery. The return to mean constitutes the end of the sustained psychological friction epoch.
Business Sentiment Index — $Z_{BSI}$ Terminal Q4 2025
+0.0873σ
Maintained stabilised posture through late 2025. Simultaneous return of both $CSI_t$ and $BSI_t$ to mean at Q4 2025 is without precedent in the post-2022 tightening period.
Chart 4.1 · $Z_{CSI}$ and $Z_{BSI}$ Trajectories · Q1 2011 – Q4 2025
Chart 4.2 · $SDS_t$ Sentiment Divergence Scalar · Q1 2011 – Q4 2025
Chart 4.3 · $Z_{CSI}$ vs $Z_{OO\_TV}$ — Declared Sentiment vs Revealed Transactional Behaviour · Q1 2011 – Q4 2025
+0.0411σ
Terminal $Z_{CSI}$ — return to historical mean Q4 2025
−2.0911σ
$CSI_t$ trough Q1 2023 — deepest outside Q2 2020 pandemic shock
−1.8525
$SDS_t$ trough Q2 2021 — transaction surge decoupled from sentiment
+0.9649σ
Terminal $Z_{OO\_TV}$ — revealed behaviour above mean at terminal point

The three-series architecture of Node 21640 is designed to expose the structural divergence between declared market psychology and revealed transactional behaviour. Both the $CSI_t$ and $BSI_t$ are ingested via the OECD first-order normalisation layer, which applies Hodrick-Prescott filtering, seasonal adjustment, and amplitude rescaling before APN Z-Score standardisation is applied. This ensures declared sentiment inputs are cleansed of transient anomalies prior to comparison with observed transaction volumes.

The seven-quarter $CSI_t$ suppression epoch (Q1 2023 – Q3 2024, ranging from −2.0911σ to −1.5476σ) is the defining feature of the recent baseline. Despite this sustained pessimism, $Z_{OO\_TV}$ remained positive for much of the period, confirming the non-discretionary transaction floor thesis: owner-occupier activity was sustained by demographic necessity and sequential equity deployment rather than declared consumer optimism. The terminal $SDS_t$ of −0.9007 at Q4 2025 reflects that $Z_{OO\_TV}$ (+0.9649σ) continues to run materially ahead of the recovered sentiment composite, consistent with the structural pattern established throughout the suppression epoch.

24800 · SPCI
APN Sovereign Policy Composite Index™
Sovereign monetary policy must permeate the cognitive filter of market participants before it transmits to transactional liquidity. The $CSI_t$ and $BSI_t$ Z-Score trajectories calibrate the SPCI's policy transmission lag parameter, determining how quickly cash rate adjustments produce behavioural changes in origination volumes.
24210 · APN RVM™
APN Regulatory Velocity Multiplier™
The $SDS_t$ trough of −1.8525 in Q2 2021 confirmed that transaction volumes can be structurally decoupled from declared sentiment by fiscal and monetary stimulus. The RVM™ uses this decoupling magnitude to calibrate the lag between policy activation and observed market behavioural response.
21610 · Investor vs Owner-Occupier
Investor vs. Owner-Occupier Behaviour
Node 21640's $OO\_TV_t$ proxy captures owner-occupier revealed behaviour exclusively. Investor transaction activity is captured via the $ICR_t$ in Node 21610. Together the two nodes provide the complete revealed behaviour architecture against which the $SDS_t$ measures the declared sentiment composite.
Technical Baseline Status — Q4 2025
All four operative nodes within the Market Sentiment & Behavioural Analysis (21600) series are certified at the Q4 2025 terminal boundary. Node 21610 ($Z_{ICR}$ = +0.8307σ) documents a re-accelerating investor cohort operating at structurally differentiated leverage multiples, with the 2.83× high-DTI asymmetry empirically validating the activation of the February 2026 APRA constraint. Node 21620 ($Z_{BMM}$ = +0.847σ) confirms simultaneous price and transaction velocity expansion with both vectors above their 15-year means at the terminal point. Node 21630 ($Z_{AVRS}$ = +0.1073σ) records the first positive Z-Score since Q3 2022, representing an early-stage renewed volatility signal within a post-event normalisation regime; the $\sigma_{P,8}$ component remains structurally elevated at 34.83. Node 21640 ($Z_{CSI}$ = +0.0411σ · $Z_{BSI}$ = +0.0873σ) confirms the simultaneous return of both sentiment series to the historical mean, ending the seven-quarter suppression epoch, while $SDS_t$ = −0.9007 confirms that revealed transactional behaviour continues to run materially ahead of declared sentiment. Governance declarations APN-GOV-21620-DAM-001, APN-GOV-21630-DAM-001, and APN-GOV-21640-TV-001 are classified as Pending Structural Enhancements and do not affect the certification status of the current baseline telemetry.