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BISM1201 Cheatsheet · Transforming Business with Information Systems

University of Queensland · Cheatsheet for the final exam. UQ Semester 2 examination period, 7–21 November 2026 (check your personal exam timetable). Full BISM1201 study guide →

BISM1201
Transforming Business with Information Systems
University of Queensland · Semester 2, 2026 · Level 1
BISM1201 cheatsheet QR code – open the full BISM1201 study guide
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SIDE 1/2   DEFINITIONS · METHODS · DECISION RULES · COMPARISONSEXAM REVISION SHEET · final exam 40%

0 · Exam map course.json · brief

Report 30%Excel 30%Final 40%
AssessmentWeightFormat
Information Systems Analysis Report30%Individual analysis report, due Week 6
Excel Workbook30%Workbook + tutorial participation/progress
Final Exam40%Identity verified; in person; end-of-semester period

Permitted materials: not confirmed for this offering in the course materials we hold — check the exam instructions on the LMS.

The final rewards a retrievable chain: define → apply to facts → show logic → control/consequence → evidence limit. Do not substitute a technology label for analysis.

1 · Diagnose the whole system C1 overview · FAQ

PEOPLEPROCESSTECHINFORMATION SYSTEM
A system aligns people, process, technology and data around a decision.
DataRecorded observations.
InformationData organised with definition, timing and context for a purpose.
DecisionA choice using evidence, criteria and accountable action.
BoundaryPeople, activities, data and technologies included in the analysis.

Decision-first chainsymptom → process cause → information need → capability → control → outcome measure

Information quality: accuracy, completeness, timeliness, consistency and relevant detail. Name the data owner: accountable for definition, quality, access and disputed values. Name an exception control for cases outside the normal path.

Boundary and quality audit

ElementQuestion to answer
PeopleWho creates, corrects, approves and uses the record?
ProcessWhat trigger, rules, hand-offs and exceptions transform the input?
TechnologyWhat capability captures, stores, transfers or displays?

2 · Value → strategy → system C2 overview · FAQ

pressurestrategycapabilityprocessmeasure
Every later claim must answer the evidence at the left.

Value testcapability → changed process → measurable outcome
Test benefit, implementation/operating cost, risk and trade-offs; do not double-count one effect.

PressureEvidence signalQuestion
RivalryStrong competitors; rapid imitationWhat defensible difference or cost position?
New entrantsLower entry barriersWhat scale, relationship or coordination raises resistance?
SubstitutesNeed solved another wayWhy choose this value proposition?
Buyer powerEasy comparison/switching; concentrated demandHow improve fit, trust or switching value?
Supplier powerFew alternatives; costly switching; asymmetryHow improve visibility or coordination?
ResponseOperational meaningFit check
Cost leadershipLower sustainable cost structureNot a one-off cut
DifferentiationValued distinctiveness delivered consistentlyCustomer recognises value
Niche focusSpecific segment needsCapability fits segment
Customer/supplier intimacyRelationship knowledge + coordinated serviceTrust/retention or partner coordination

Coherence rule: evidence identifies the strongest pressure; strategy responds to it; capability changes the process; controls protect delivery; measures test the intended outcome. Include one plausible alternative and say what missing fact would reverse the choice.

Value-realisation ledger

WritePurpose
BaselineCurrent outcome before the change; prevents ungrounded improvement claims.

3 · Process before automation C3–4 FAQ · WEX

capturerule?routinereviewnoyes
Map trigger, tasks, gateway rule, owner, exception and outcome.
FindEvidenceRepair
WaitingQueue between rolesInformation/capacity at constraint
ReworkReopened or corrected casesFix rule or source quality
Duplicate captureSame fact re-enteredCapture once; reuse controlled record
Ambiguous gatewaySame case routed differentlyExplicit test + owner
BottleneckWork accumulates; throughput constrainedImprove constraint, not merely upstream speed

Process answertrigger → issue → cause → redesign → exception/control → end-to-end measure + balancing quality/risk measure

Redesign moves: remove work only if it adds neither customer value nor necessary control; simplify/standardise an ambiguous rule; automate a stable justified step; predict the next queue; add training, role clarity and feedback. Adoption is part of the system.

4 · Integrate the shared core C4 overview

shared definitions + ownershipcontrolled cross-functional processERP · CRM · SCM capabilities
Value comes from aligned data and process layers, not the application label.
ERPInternal resources/transactions: procurement, operations, inventory, finance.
CRMCustomer history/interactions: acquisition, sales, service, retention.
SCMDemand, supply, inventory, partners and logistics across a value network.

Standardise where common definitions, control or coordination create value. Preserve local variation where regulation, customers or operating conditions differ; connect only the information other processes need.

5 · Choose the development method C5 FAQ

ConditionPredictive emphasisIterative emphasis
RequirementsStable; baseline usefulEvolving/uncertain
FeedbackFormal stage validationFrequent stakeholder evidence
Late changeExpensive; visible approvalSmaller increments lower learning cost
Risk/traceabilityFormal approval/material controlsExpose uncertainty early
Best proofRequirement traced to design, test, approvalUsable increment changes the backlog
goalselectbuildreviewadapt
Iteration is real only when a usable increment and review evidence change priority.
Scrum elementRule
Product ownerAccountable for product value, goal and backlog ordering.
DevelopersOwn delivery of the increment.
Scrum MasterSupports effective framework use and improvement; does not choose product value.
Acceptance criteriaItem-specific conditions.
Definition of doneShared quality standard across increments: review, tests, security, documentation, readiness.

Hybrid rule: baseline stable security, legal, identity, capacity or data requirements; iterate uncertain user workflow. Justify the combination by risk and learning, then include training, support, monitoring and operational ownership.

6 · Sustainable process evidence C6 overview

problembuildevaluaterefine
Build–test–refine turns a plausible notation into evaluated evidence.

Indicator contractresource + formula + unit/denominator + process boundary + timing/period + source + owner + target/action

7 · Excel: structure → logic → audit C7 overview · WEX

sourceone rowcalcclear logicreportmeaningsample · totals · blanks · dupes
Keep source values separate; make every transformation inspectable.
QuestionFunction/ruleTrap
ScaleSUM; COUNT/COUNTACOUNT excludes text; define blanks
CentreAVERAGE vs MEDIANMean is pulled by extremes
PositionMIN, MAX, LARGE, SMALL, RANKState which position answers the question
ChoiceIF(test,true,false)Order thresholds; final catch-all
All / anyAND / ORDo not reverse policy words
Expected errorIFERRORDo not hide every error as zero

Reference ruleA1 moves row and column · $A$1 locks both · $A1 locks column · A$1 locks row
Predict the copied formula at all corners before trusting output.

Ticket-priority rule

STANDARDPRIORITYPRIORITYCRITICALimpact: other → Highhours: ≤8 → >8
Write the four cases before the nested formula.

8 · Lookup and report chooser C8 overview · FAQ

display / decisionreturn valuematch ruleclean unique key
Reliable retrieval is built from the key upward.

Lookup checkExact match: validate key type, spaces and uniqueness; show an explicit missing result. Approximate match: sort thresholds, draw each interval and test below, at and above every boundary. Clear the spill range; keep one maintained formula.

9 · ERD rules you can test C9 overview · FAQ

CUSTOMERPK cust.BOOKINGPK bookingWORKSHOPPK work.1:MM:1M:N → two 1:M links
Booking stores the association and its facts: status or attendance.
EntityDistinct concept with multiple identifiable instances and facts to store.
PKUniquely identifies each record; cannot be missing.
FKReferences a related PK; makes the relationship operational.
CardinalityHow many related instances are allowed.
ModalityWhether participation is optional or mandatory.

Normalise repeated facts into stable homes, preserving links through keys. Test for: update anomaly (same fact changed in many places), insertion anomaly (cannot store one fact without another), deletion anomaly (removing a row destroys a needed fact).

Relationship event questions: can the parent exist first; can the child move; may several links exist now or over time; and would deletion remove evidence that must be retained? These tests reveal modality, cardinality and history needs.

Exam cue State each relationship in both directions before drawing marks. Populate sample records; attempt invalid FK, duplicate link and deletion of needed history.

10 · BI + responsible AI C10 overview

definepreparepredictreviewmonitor
Deployment is not the final step; review and monitoring keep accountability live.

Metric contractdefinition + formula + unit + period + source + refresh + owner + comparison/threshold + intended action

Process mining reconstructs actual paths from event logs. Verify case identifier, activity meaning and timestamp completeness before claiming delay, variants or rework. Difference from the designed process is evidence to investigate, not automatic failure.

Responsible useOperating control
Decision + boundaryState supported choice; document data limits
Check your exam instructions on the LMS for what you may bring; use this sheet to revise and self-test.
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https://www.asksia.ai/cheatsheet/uq-bism1201 · Full BISM1201 study guide → · Forward this to your tutorial group
v2 · 2026-10-25 · Shared by ________
UQ Semester 2 examination period, 7–21 November 2026 (check your personal exam timetable).
BISM1201
Transforming Business with Information Systems
University of Queensland · Semester 2, 2026 · Level 1
BISM1201 cheatsheet QR code – open the full BISM1201 study guide
Full guide + ask Sia
about BISM1201
SIDE 2/2   WORKED MINI-EXAMPLES · JUDGEMENT CARDS · CLASSIC TRAPSEXAM REVISION SHEET · self-test side

A · Method chooser all chapter FAQs

If the prompt shows…Do this
Symptom + proposed softwareDelay the product; diagnose decision, process cause and information need.
Competitive pressureName strongest force from evidence; choose strategy; trace enabling capability.
Queues/rework/hand-offsMap trigger to outcome; locate constraint; keep an exception path.
Shared data across functionsChoose authoritative records, consequences, migration and interface controls.
Stable vs uncertain needsCompare predictive/iterative fit; justify any hybrid by risk and learning.
Excel policyTruth/decision table → formula → boundary cases → interpretation.
Identifiers vs bandsExact match for keys; approximate only for sorted intervals.
Repeated facts / M:NNormalise; add linking entity; state both relationship directions.
Dashboard/model scoreDefine metric/decision; test errors; human review, monitoring, challenge route.
defineapplyjustifycontrolmeasure
Use one sentence per link; later links must repair the earlier diagnosis.

Worked 1 · Conflicting availability course WEX · 6 checks

evidenceprocessinfocapabilitymeasure
A defensible recommendation keeps all five links consistent.

    Worked 2 · Redesign returns C3 WEX · 5 checks

    Prompt. An invented retailer retypes return details and waits for finance approval in a spreadsheet.

    NOWNEWretypewaitrefundcapturerisk?refundowner review
    Automate routine cases; route only defined exceptions to an accountable reviewer.
    1. Map store/postal triggers through validation, approval, refund and closure.
    2. Locate duplicate capture and the finance hand-off queue.
    3. Capture order/reason once; route only material exceptions for approval.
    4. Assign owners for damaged, missing and high-value exceptions.
    5. Pilot; measure refund cycle time, error, rework and exception volume.

    AnswerRemove repeated entry; automate the routine path; preserve review for defined exceptions; judge success by end-to-end time plus quality.

    Classic traps · one-line repairs C1–10

    Technology-firstWrite decision and information gap first.
    Force = strategyDiagnose pressure, then choose response.
    One database = one truthAdd definitions, owner, access, reconciliation.
    Sprint = AgileRequire usable increment + evidence-driven reprioritisation.
    Metric without contractAdd unit, boundary, period, source, owner and action.
    M:N left unresolvedAdd linking entity and FKs.
    Model makes decisionSeparate output, accountable review and contestability.
    Faster intakeCheck end-to-end time plus error, rework and exception volume.
    Normal path onlyDraw rejected, incomplete and escalated cases; assign an owner and decision record.

    Worked 3 · Volunteer booking C5 WEX · 5 checks

    Prompt. An invented charity knows the core capacity rule but is uncertain about shift swaps. Choose and apply a development approach.

    BASE: security · identitycapacity · auditbuildslicereviewevidencereorderbacklog
    Stable controls can be fixed while uncertain workflow is iterated.
    1. Fix stable security, identity, capacity and audit requirements.
    2. Build a small authenticated view-and-book increment with acceptance criteria.
    3. Review with coordinators; observe uncertainty around swap approval.
    4. Move the risky approval flow ahead of optional reminders.
    5. Test controls, train users and define support before expanding the pilot.

    AnswerHybrid iterative approach: protect stable controls; use working increments to learn uncertain workflow; let feedback change backlog priority; produce rollout evidence.

    Trap A short calendar period is not evidence of iteration. Ask what became usable, what was learned and what decision changed.

    Enterprise integration cards C4 FAQ · WEX

    If you see…Write…
    Shared stock/customer historyCommon identifiers + authoritative record + downstream consequences.
    Different store appointment rulesPreserve justified local scheduling; connect booking outcomes.
    Legacy cutoverProfile, cleanse, map, test, reconcile; define fallback authority.
    eventrecordactionreconcile
    Walk one event, correction and duplicate through every dependent record.

    Method-fit stress test

    Worked 4 · Ticket priority C7 WEX · 5 checks

    Rule. Critical when impact is High and hours open exceed 8; Priority when either condition holds; otherwise Standard.

    Impact High?Hours >8?Expected
    NoNoStandard
    YesNoPriority
    NoYesPriority
    YesYesCritical
    High?>8?>8?noyesN Std · Y PriN Pri · Y Crit
    AND defines Critical; OR captures the remaining Priority cases.

    =IF(AND(B2="High",C2>8),"Critical",IF(OR(B2="High",C2>8),"Priority","Standard"))

    1. Write all four cases.
    2. Use AND for Critical.
    3. Use OR for remaining Priority.
    4. Test both/each/neither.
    5. Test exactly 8: it is not “exceeds 8”.

    Numeric check · centre C7 body drill

    Weekly resolution times: 3, 4, 4, 5, 24 hours.

    34,4524
    The 24-hour case pulls the arithmetic mean upward.

    SUM = 40 · AVERAGE = 40 ÷ 5 = 8 · MEDIAN = 4

    Decision: report median 4 hours for a typical case; retain the 24-hour case for tail-risk/process diagnosis. Function choice follows the business question.

    Formula-review traps C7 study

    Plausible outputStill inspect copied references at first/last row and all corners.
    “At least”Use inclusive ≥; test below/at/above.
    Every error → 0Zero may be valid; return a defined message only for expected errors.
    Clean reportReconcile totals, blanks, duplicates, manual sample and formula consistency.

    Review exchangereviewer receives the business rule + expected outputs, not a formula explanation → locate inputs → predict two outputs → inspect copied references → reproduce one result manually

    Worked 5 · Workshop bookings C9 WEX · 6 checks

    Rule. Customers attend many workshops; workshops host many customers. Create an implementable design.

    CUSTOMERPK cust.BOOKINGPK book.FKs bothWORKSHOPPK work.1:MM:1
    The linking entity makes the many-to-many rule operational.
    1. Identify Customer and Workshop with their own PKs.
    2. State M:N in both directions.
    3. Create Booking between them.
    4. Place customer_id and workshop_id as FKs in Booking.
    5. Store status/attendance in Booking.
    6. Add referential and duplicate-booking controls.

    AnswerBooking resolves M:N, houses relationship facts and preserves valid links to Customer and Workshop.

    Self-check Can you create a valid parent, reject an invalid child reference, prevent an impermissible duplicate and retain needed history after deletion?

    Lookup + report judgement C8 FAQ · WEX

    If you see…Do this
    Employee/product codeExact match; validate type, spaces and uniqueness; explicit missing result.
    Threshold bandApproximate match; sort thresholds; draw intervals; test boundaries.
    Active cases + readiness <3FILTER on both conditions.
    Review-date prioritySORT filtered result by review date.
    checkFILTERSORTUNIQUE
    One maintained rule; clear spill range; source validation and human interpretation remain.

    Database event audit

    AI / BI judgement cards C10 FAQ · WEX

    modelpredicthumanreviewownerdecisionoutcomes + overrides → monitor
    A score focuses attention; it does not transfer responsibility.
    If you see…Do this
    Delay predictionDefine use as prioritising review, not automatic denial/closure.
    False positiveName unnecessary review/action and who corrects it.
    False negativeName missed risk and resulting harm; compare materiality.
    Human reviewSupervisor checks evidence and records override.
    After deploymentMonitor performance, drift, data quality and relevant group differences.
    Affected person disputesProvide correction/appeal route; preserve decision record.

    Dashboard: work backwards from the manager’s action. Define target, comparison, unit, period, refresh and source; add a balancing measure. Choose status/trend/ranking/composition/relationship display only after defining the question.

    Process mining: incomplete case IDs, event meanings or timestamps can distort apparent flow. Compare discovered and designed paths, then investigate—not every variation is non-compliance.

    Causal trap: correlation or prediction does not establish that changing the input will change the outcome.

    PrincipleConcrete control
    PrivacyMinimise collection; restrict access.
    FairnessCompare errors/performance across relevant groups.
    TransparencyExplain the model’s role and limits.
    SecurityControl data and decision access.
    ContestabilityLog decisions/overrides; enable review and correction.

    Exam-morning plan course strategy

    defineredrawworkrepair
    Retrieve definitions → redraw rules → solve covered answers → review errors by cause.
      Check your exam instructions on the LMS for what you may bring; use this sheet to revise and self-test.
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      https://www.asksia.ai/cheatsheet/uq-bism1201 · Full BISM1201 study guide → · Forward this to your tutorial group
      v2 · 2026-10-25 · Shared by ________
      UQ Semester 2 examination period, 7–21 November 2026 (check your personal exam timetable).

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