Data-Informed LeadershipTeams using the new tool perform better, so should you mandate it? Data-literate leaders pause first.
Twenty-four items — seven data situations, two evidence questions and 15 behavioural statements — measure whether you separate correlation from causation, spot vanity metrics, test a confident analysis and decide on incomplete data. Four banded competencies, a narrative and a growth plan come back.
The confident, data-flavoured answer is the trap
The seven situations put a dashboard in front of you and ask what you do with it. Teams using a new tool show higher performance and someone wants it mandated everywhere. Two things move together and a leader concludes one causes the other. A confident analysis with a strong conclusion lands on your desk and you must decide whether to rely on it. The deadline will not wait for more data. The options include adopting the tool, rejecting the dashboard as meaningless, trusting the analyst — and checking who adopted first, looking for confounders and finding a fairer comparison.
Options are weighted against public research on correlation versus causation, confounding, reverse causation and selection effects, vanity versus outcome-linked metrics, confirmation bias and disconfirming evidence, signal versus noise, decision quality versus outcome quality, base-rate reasoning and unit-economics reasoning. Each weight carries a written rationale. The bank is original AssessAll work; no analytics vendor's framework or statistics course is named or borrowed, and no item requires a calculation. The 15 behavioural statements ask how you actually treat numbers in meetings, and reverse-keyed items catch the manager who agrees with every sceptical-sounding line.
The report bands Data-Informed Judgment, Critical Analysis, Decision Quality and Commercial Acumen beneath a 0–100 score, each with a coaching interpretation for the next dashboard review. A narrative generated from your own responses says which data habit you have and which you skip when the chart is persuasive. The growth plan is built from the lowest competencies and proposes concrete disciplines — a confounder question before any rollout, a base-rate check before any forecast — and the item review explains every weight so you can see what the dashboard was hiding.
What you walk away with
Data-Informed Judgment, Critical Analysis, Decision Quality and Commercial Acumen each land in Emerging, Developing, Strong or Exceptional beneath your 0–100 score. The radar shows the common shapes — the numerate manager who trusts every chart, the sceptic who cannot decide on incomplete data.
Each band carries a coaching paragraph about the decisions the competency governs: what Developing on Data-Informed Judgment does with a persuasive correlation, how Strong on Decision Quality commits when the data will never be complete. No statistics vocabulary required.
Built from your lowest competencies, the plan proposes disciplines that fit an existing meeting — who adopted first, what else changed, what the base rate says, which metric the outcome actually depends on — rather than a course in regression.
The item review shows your choice, the evidence-favoured option and the reasoning for each weight across all 24 items. Where you mandated the tool, the explanation walks through the selection effect that made the dashboard look so convincing.
What comes back
Illustrative sample — your report is generated from your own responses.
Band edges at 40, 60 and 80. Each band carries its own coaching interpretation for that competency.
Every competency this test declares, scored from the items tagged to it — so the shape is yours, not a template.
Built for
- Managers who receive dashboards and analyses and have to decide what to do with them
- Product, growth, operations and marketing leads whose metrics drive investment decisions
- Non-technical leaders working alongside analytics and data-science teams
- HR and L&D teams baselining data literacy across a management population
Every dashboard is arguing for something. Find out how often you notice.
Twenty-four items in about 28 minutes, then four banded competencies, a narrative and a growth plan the moment you finish.
₹999 (incl. GST) · assessment and full report, nothing further to pay
Frequently asked questions
Whether you can lead with data without being misled by it: distinguishing correlation from causation, spotting vanity metrics, testing a confident analysis before relying on it, deciding well when data is incomplete, and reading the commercial numbers that matter. Four competencies — Data-Informed Judgment, Critical Analysis, Decision Quality and Commercial Acumen — are measured through seven situations, two evidence questions and 15 behavioural statements. It suits any manager who receives dashboards and must act on them.
No statistics are needed and there is no calculation; every item is about judgement. Each option is weighted against published research on causation, confounding, metrics and decision quality, with a written rationale per weight. Knowing the vocabulary helps less than expected because the trap is always the persuasive chart, not a formula. Reverse-keyed behavioural statements make a uniformly sceptical self-report read as inconsistent rather than as a high band.
About 22 to 30 minutes within a 28-minute window. You receive a 0–100 score with its band, four banded competencies with coaching interpretations, a radar, a narrative generated from your own responses, a strengths-and-development summary, a growth plan built from your lowest competencies and a full item review with the reasoning for every weight. The report is complete on delivery and there is nothing further to unlock.
L&D teams use it to baseline data literacy before a programme and to show movement afterwards. Analytics leaders use it to identify which business partners will challenge an analysis and which will accept it uncritically. Hiring managers use the bands to structure interviews for roles that make investment decisions from metrics. Individually, the growth plan is a list of questions to bring to the next review; retake after six months.
Yes. The situations involve dashboards, tools, analyses and deadlines rather than any market's data or currency, and the research base is international. Managers in India, the UK, the Gulf, Southeast Asia and North America sit identical items and receive the same report. The assessment is priced in INR and USD, and the price on this page is the full price.
Each battery takes one management capability — delegation, coaching, conflict, influence, decision-making, change — and measures it through situational judgement scored against published evidence, with a competency profile, coaching interpretations and a prioritised growth plan. For the level-by-level readiness verdicts, see Leadership & Management Premium.
See the leadership catalogue →Methodology: Original AssessAll scenarios and items operationalising public, well-established constructs of data-literate leadership: correlation versus causation, confounding, reverse causation and selection effects; vanity versus outcome-linked metrics; confirmation bias and seeking disconfirming evidence (Nickerson); assumption-testing and signal versus noise; decision quality versus outcome quality and outcome bias (Baron & Hershey); base-rate reasoning under incomplete data; and unit-economics / contribution-margin commercial reasoning. Situational-judgement scoring is literature-keyed with a documented per-option rationale citing the evidence for each weight. Generic public constructs only; no trademarked instrument names or vendor-coined vocabulary, and no items copied or paraphrased from any branded assessment. Flagship items are tagged for optional human SME validation.