skills/sector-analysis/references/modules/M087-chemicals-analyst-playbook.md

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<!-- Module: 087 | Title: Chemicals Analyst Playbook -->

## PART XV - SECTOR PLAYBOOKS | MODULE 087

# Chemicals Analyst Playbook

> Mission. Build a sector-specific research system for Chemicals that converts operating data into financial outcomes, highlights the accounting areas most likely to distort comparability, and selects valuation methods that reflect the sector's economics.

## Economic engine and binding constraints

Model volume, price, mix, feedstocks, energy, utilization, capacity additions, inventory, regional spreads, turnarounds, and environmental liabilities. Separate price-cost timing from true structural margin improvement.

## Primary KPI stack

| KPI | Construction / analyst control |
| --- | --- |
| volume | Revenue growth bridge = volume effect + price effect + mix effect + FX/acquisition effects, using a consistent base |
| price | Revenue growth bridge = volume effect + price effect + mix effect + FX/acquisition effects, using a consistent base |
| mix | Revenue growth bridge = volume effect + price effect + mix effect + FX/acquisition effects, using a consistent base |
| feedstock cost | Weighted-average cost of biomass/oil/other feedstock consumed per gallon/barrel/ton of finished product. Validation: Recalculate price/cost from underlying dollars and physical units; test mix, rebates, FX, timing, and unit-definition effects; reconcile to reported revenue or expense. |
| utilization | Actual productive output or occupied capacity divided by practical available capacity after planned downtime, yield loss, and maintenance constraints. Validation: Recalculate from same-scope numerator and denominator; confirm period, units, cohort/geography, and issuer definition; reconcile material differences to filings or operating data. |
| spreads | Selling price or product benchmark minus key raw-material/input benchmark on a matched unit and period basis. Validation: Recalculate independently from cited source data; verify definition, period, units, scope, signs, and any reconciliation to reported financial or operating totals. |
| capacity additions | Incremental nameplate/effective production or infrastructure capacity entering service during the period, net of retirements. Validation: Tie physical/operating units to company disclosures or source-system data; reconcile beginning/ending populations where applicable and test scope, ownership, and period consistency. |
| regional mix | Revenue, volume, gross profit, or capacity by geography divided by consolidated total using a consistent denominator. Validation: Recalculate from same-scope numerator and denominator; confirm period, units, cohort/geography, and issuer definition; reconcile material differences to filings or operating data. |



## Sector-specific accounting and comparability traps

- Inventory: reconcile issuer treatment with peer treatment and quantify the effect on reported growth, margin, cash flow, capital, or valuation before comparing outputs.

- Environmental liabilities: reconcile issuer treatment with peer treatment and quantify the effect on reported growth, margin, cash flow, capital, or valuation before comparing outputs.

- Pension: reconcile issuer treatment with peer treatment and quantify the effect on reported growth, margin, cash flow, capital, or valuation before comparing outputs.

- Jv accounting: reconcile issuer treatment with peer treatment and quantify the effect on reported growth, margin, cash flow, capital, or valuation before comparing outputs.

- Restructuring: reconcile issuer treatment with peer treatment and quantify the effect on reported growth, margin, cash flow, capital, or valuation before comparing outputs.

## Valuation frameworks

- Mid-cycle EV/EBITDA: enterprise value divided by through-cycle EBITDA after normalizing commodity prices, utilization, spreads, temporary outages, and one-time costs.

- P/E: common equity value per share divided by normalized diluted EPS; normalize taxes, one-time items, dilution, cyclicality, and non-operating income.

- FCF yield: normalized levered free cash flow divided by equity value; reconcile SBC, working capital, maintenance capex, taxes, and cycle before comparing companies.

- DCF: forecast FCFF from operating drivers, discount at a capital-structure-consistent WACC, model terminal growth/ROIC coherently, and bridge enterprise value to common equity.

## Sector diligence questions

- What is the most important leading indicator for Chemicals, and how many months does it lead reported revenue or cash flow?

## Sector stress and falsification

- Stress volume and price together in the direction most likely to break the equity story; flow the result through working capital, capex, liquidity, financing, dilution, and valuation.

- Explicitly test inventory. Determine whether it can make the reported sector comparison look better or worse without equivalent economic change.

## 99-point standalone execution extension

### Model architecture and forecast chain

Model volume, price, mix, feedstock, energy, utilization, capacity additions, maintenance outages, and product-specific spreads.

### Leading-indicator dashboard

Track operating rates, inventories, feedstock spreads, China/global capacity, freight, end-market production, and plant outages.

### Primary-source map

SEC filings; EIA and commodity-feedstock data; Federal Reserve industrial production; Census end-market data; peer capacity additions; environmental/regulatory permits and disclosures.

### Accounting normalization test

Inventory, pension, environmental liabilities, JV accounting, restructuring, and maintenance turnaround timing require normalization.

### Valuation implementation

Use mid-cycle EV/EBITDA, DCF, FCF yield, and replacement-cost context. Normalize for cycle and feedstock advantage.

### Worked numerical mini-case

> Illustrative spread case.

A plant sells 1.0m tonnes at $1,100/tonne with variable feedstock/energy of $700/tonne, creating $400m contribution before fixed costs. A $120/tonne spread compression cuts contribution by $120m at constant volume.

Overlay utilization, new capacity, contract lags and inventory before calling the move structural.

### Monitoring and falsification cadence

Breaks include sustained global overcapacity, feedstock disadvantage, regulation, substitution, or structurally lower demand in key end markets.

At every quarterly update, rebuild the driver bridge from operating units to revenue, margin, cash flow and valuation; compare leading indicators with the prior forecast; record definition changes; and precommit the threshold that would trigger a thesis reset rather than a cosmetic estimate change.

## Sector exit standard

The Chemicals work is complete only when the analyst can explain the business in its native operating units, reproduce the KPI history, identify the binding growth constraint and marginal price setter, normalize sector-specific accounting, quantify a coherent adverse case, and translate the current market price into the operating expectations that must be met or exceeded.