Research exists to explain markets,
not predict them.
The objective is to reduce uncertainty by explaining mechanisms supported by verifiable, primary-source evidence. Every conclusion traces back to observable data. The chain always runs from cause to sector to company — never from headline to stock.
No analytical position is formed before the primary-source data is assembled and verified. The evidence determines the conclusion — not the other way around.
Every published piece explains how something works before stating what it means. The causal chain — trigger to transmission to impact — must be visible to the reader.
Readers must know what is known as fact and what is inferred from evidence. Named inferences are labelled clearly, always. Hedging language is not a substitute for proper labelling.
Inference is never presented as fact. When a data point cannot be verified from a Tier 1 source, it is either sourced properly or excluded — never estimated or recalled from memory.
Short-term engagement that compromises accuracy is rejected. One corrected or retracted figure costs more credibility than years of consistent, accurate analysis can build.
All analysis is grounded in Pakistan's equity market structure, its regulatory environment, and its specific data sources. Global comparisons are context, never the primary frame.
Source tiers
Every figure published by Jamil Research is sourced from a Tier 1 primary source unless explicitly stated otherwise. When tiers conflict, the higher tier always overrides — conflicting sources are resolved explicitly, never averaged.
| Tier | Sources | Data Type | Rule |
|---|---|---|---|
| Tier 1 | PSX · Company Filings · SBP · PBS · Finance Division · SECP · NCCPL | Index levels, policy rates, CPI, earnings, flows, regulatory decisions | Always preferred. Primary sources. No substitution without explicit disclosure. |
| Tier 2 | Industry associations · Broker research · IMF · World Bank | Sector data, economic projections, institutional analysis | Secondary. Use when Tier 1 is unavailable. Source must be stated explicitly. |
| Tier 3 | Bloomberg · Reuters · Dawn Business · Profit | News, market commentary, corporate announcements | Tertiary. Must be cross-verified against Tier 1 before use. Never sole source. |
| Tier 4 | Social media · Forums · Blogs | — | Never used as evidence. Never cited. No exceptions. |
Eight steps, never reversed
The sequence is fixed. No step may begin before the preceding one is complete. Analysis never begins at step 5 and works backward to justify conclusions already formed.
Gather raw data exclusively from Tier 1 sources: PSX, NCCPL, SBP, PBS, company filings, and regulatory bodies. Nothing is accepted at this stage without a traceable primary source.
Every key figure is confirmed against at least two independent, reliable sources. If verification cannot be completed, the figure is excluded — never estimated. The multi-source verification rule has no exceptions.
Map the causal chain from event to transmission to market and sector impact. This step produces the analytical spine — the answer to "why" and "how," not just "what."
For every assumption built into the analysis, ask: what must be true for this to hold? Assumptions are made explicit, not buried in the prose. If an assumption cannot survive scrutiny, it is restated or the conclusion is amended.
The most obvious mechanism is examined alongside competing explanations. Confirmation bias is actively resisted. If an alternative explanation is more consistent with the evidence, it is adopted.
Conclusions follow from the evidence — they do not precede it. Verified facts are stated cleanly. Inferences are labelled as such and separated from the established record.
Every thesis names the specific evidence that would prove it wrong — the falsifier. Known risks, potential risks, and acknowledged unknowns are separated and stated explicitly. No thesis publishes without this step.
The final output clears all quality gates — research QA, writing QA, design QA, and compliance QA — before it reaches any platform. Publication is a consequence of completion, not a deadline target.
From event to equity market
Every macro event is mapped through the same transmission chain — from economy-wide impact down to individual company earnings and valuation. No analysis stops at the headline.
The triggering event — a monetary policy decision, a CPI print, a budget announcement, an oil price move, a corporate filing, a regulatory change. Confirmed as resolved before framing begins.
How the event affects the broader economy: interest rates, inflation trajectory, exchange rate, fiscal stance, import dynamics, external account, liquidity conditions.
Which sectors are affected, how, and by how much. Revenue drivers, cost structure, government policy linkages, and regulatory exposure are all assessed. Beneficiaries and exposed names are named.
Named KSE-100 heavyweights are assessed through the mechanism. Circular debt exposure, FCF vs. reported EPS divergence, working capital quality, and balance sheet position are all examined where relevant.
The directional earnings impact — magnitude, timing, and the assumptions underlying the estimate. Reported profit divergence from free cash flow is flagged, not buried.
Re-rating or de-rating — the directional mechanism, not a price target. Assessed against the sector's own history, its peers, and the KSE-100 broad market. No return promises.
The falsifier — the specific, measurable data point that would invalidate the thesis. The leading indicator to watch. The timeline on which the mechanism plays out or breaks down.
The Six-Question Standard
Every completed analysis must answer all six questions. A missing answer means the research is incomplete and does not publish. These are not a checklist — they are the structure of a complete analytical argument.
The verified event, stated precisely. Not a paraphrase of the headline — the specific, sourced fact that anchors the analysis.
The upstream cause. The decision, data, or structural condition that produced the event. Mechanism over narrative.
The full causal chain — from event through economy to sector to company. This is the analytical core of every publication.
Named sectors, named companies. Not "equities broadly" — the specific beneficiaries, with the mechanism that advantages them stated.
The falsifier — the specific, measurable evidence that would prove the analysis wrong. Every thesis has one. If one cannot be named, the thesis is not credible.
The forward variable — the data point, event, or indicator that will confirm or challenge the thesis. Gives readers something concrete to monitor.
Verified fact or named inference.
Nothing in between.
Every important statement in a Jamil Research publication belongs to one of two categories, and that category is made visible to the reader. Hedging language — "broadly supportive," "consistent with," "seems to suggest" — is not an accepted substitute for proper labelling.
The source is named. No hedging is required or used. The statement stands on its primary-source citation. Two independent sources have confirmed the figure.
Uncertainty remains and is stated. The inference is labelled explicitly. The assumption underpinning the inference is named. The reader knows what is known and what is reasoned from evidence.
A graduated confidence system — verified, high, moderate, speculative — reintroduces the hedging language the brand explicitly rejects. The binary framework forces clarity: every statement is either a clean fact with a citation, or a labelled inference with its assumptions made visible. There is no middle ground.
Sector-specific KPIs
Every sector analysis is anchored to the metrics that actually drive that sector's earnings — not generic financial ratios applied uniformly. The KPIs below are the primary analytical lenses used in every PSX sector piece.
| Sector | Key Performance Indicators |
|---|---|
Banks |
|
E&P |
|
Cement |
|
Fertiliser |
|
OMCs |
|
Power |
|
Autos |
|
Textile |
|
Tech |
Every thesis names what would prove it wrong
A thesis without a falsifier is not analysis — it is advocacy. Jamil Research requires every analytical conclusion to name the specific evidence that would invalidate it, the timing at which the falsifier would manifest, and the leading indicator to monitor.
Common falsifiers identified in PSX equity analysis
Unexpected SBP policy reversal — rate hike or cut outside the forward curve
OGRA or NEPRA tariff decision contrary to expected direction
Demand destruction evident in volume data before the thesis plays out
PKR movement beyond the modelled range — affects import costs, debt service, margins
Commodity price shock — oil, coal, LNG, urea — outside the base case
Lower-than-expected earnings versus the mechanism's directional forecast
Circular debt acceleration, not stabilisation — E&P and OMC receivables
IMF programme disruption — tranche delay, condition breach, or review failure
Regulatory intervention contrary to the modelled policy path
PSDP allocation undershoot — cement, construction, infrastructure
FIPI flow reversal of the identified institutional positioning
Block trade misread as organic institutional flow — NCCPL anomaly
Education and analysis only
Jamil Research operates as an educational and analytical publication. It is not a licensed investment advisor. No publication provides personalised investment advice. The following rules apply to every piece, every platform, without exception.
- No recommendation to buy or sell any security
- No price targets or entry/exit prices
- No projected or guaranteed return figures
- No personalised investment advice
- Watchlist format only: Ticker | Why it is on the list (mechanism) | What would change the view (falsifier)
- Mechanism and falsifier framing on every analytical conclusion
- Disclaimer on every published piece, every format: "Education & analysis, not investment advice."
Nothing publishes until all four gates pass
Every publication clears four independent quality checks before reaching any platform. A single failed gate stops publication. Gates are not a courtesy review — they are the final control on accuracy, brand integrity, and compliance.