INDEPENDENT PROFESSIONAL PERSPECTIVES
Perspective Articles
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Each article presents my own understanding, interpretation and application of the topic, informed by my professional experience and education. Sources are cited when I discuss an established theory or published finding, and every company example is hypothetical.
01Advertising Psychology
Downloadable six-page perspective articles
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Advertising Psychology
Downloadable six-page perspective articles
Perceptual Fluency and the Formation of Brand Familiarity
Independent Perspective Article · PDFWorking Memory Limits in Multi-Message Advertisements
Independent Perspective Article · PDFEmotional Arousal and the Encoding of Advertising Messages
Independent Perspective Article · PDFTrust Formation Before Direct Product Experience
Independent Perspective Article · PDFSocial Proof as a Cue Under Consumer Uncertainty
Independent Perspective Article · PDFFraming Effects in Price and Value Communication
Independent Perspective Article · PDFLoss Aversion in Promotional Message Design
Independent Perspective Article · PDFCognitive Load and Decision Friction on Landing Pages
Independent Perspective Article · PDFRepetition, Familiarity and Advertising Wearout
Independent Perspective Article · PDFMental Availability and the Retrieval of Brand Information
Independent Perspective Article · PDFProcessing Fluency and the Perceived Credibility of Claims
Independent Perspective Article · PDFGoal Congruence and the Personal Relevance of Advertising
Independent Perspective Article · PDFTemporal Distance and Consumer Response to Future Benefits
Independent Perspective Article · PDFIdentity Signalling in Brand and Product Choice
Independent Perspective Article · PDFChoice Architecture in Digital Advertising Journeys
Independent Perspective Article · PDFRisk Perception in High-Consideration Purchases
Independent Perspective Article · PDFThe Relationship Between Curiosity and Click Behaviour
Independent Perspective Article · PDFNarrative Transportation in Short-Form Advertising
Independent Perspective Article · PDFFrom Attention to Action: A Behavioural Decision Framework
Independent Perspective Article · PDF02Advertising Effectiveness
Downloadable six-page perspective articles
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Advertising Effectiveness
Downloadable six-page perspective articles
Defining Advertising Effectiveness Beyond Click-Through Rate
Independent Perspective Article · PDFShort-Term Response and Long-Term Brand Effects
Independent Perspective Article · PDFCreative Quality as a Moderator of Media Performance
Independent Perspective Article · PDFIncrementality and the Counterfactual Evaluation of Advertising
Independent Perspective Article · PDFThe Effect of Message-Market Fit on Conversion Outcomes
Independent Perspective Article · PDFCross-Channel Advertising and the Problem of Shared Credit
Independent Perspective Article · PDFSearch Advertising as Demand Capture and Demand Development
Independent Perspective Article · PDFPaid Social Advertising and New-Customer Acquisition
Independent Perspective Article · PDFFrequency, Reach and the Point of Diminishing Returns
Independent Perspective Article · PDFLanding-Page Continuity as a Driver of Media Efficiency
Independent Perspective Article · PDFAttribution Windows and the Interpretation of Delayed Response
Independent Perspective Article · PDFAudience Quality Versus Low-Cost Conversion Volume
Independent Perspective Article · PDFMeasuring Advertising Effectiveness Across the Customer Journey
Independent Perspective Article · PDFBrand Search Lift as an Intermediate Advertising Outcome
Independent Perspective Article · PDFCreative Fatigue and the Decline of Marginal Response
Independent Perspective Article · PDFContext Effects Across Feed, Search and Video Environments
Independent Perspective Article · PDFThe Relationship Between Offer Strength and Media Efficiency
Independent Perspective Article · PDFTesting Advertising Concepts Rather Than Cosmetic Variations
Independent Perspective Article · PDFCommercial Outcomes and the Limits of Platform Reporting
Independent Perspective Article · PDFAn Integrated Framework for Evaluating Advertising Effectiveness
Independent Perspective Article · PDF03Organizational Behaviour & Processes
Downloadable six-page perspective articles
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Organizational Behaviour & Processes
Downloadable six-page perspective articles
Psychological Safety in Marketing and Advertising Teams
Independent Perspective Article · PDFDecision Rights and Accountability in Cross-Functional Work
Independent Perspective Article · PDFInformation Silos and the Quality of Marketing Decisions
Independent Perspective Article · PDFTeam Learning After Campaign Success and Failure
Independent Perspective Article · PDFMeeting Load and the Fragmentation of Knowledge Work
Independent Perspective Article · PDFRole Clarity in Agency-Client Relationships
Independent Perspective Article · PDFEmployee Voice in Performance-Oriented Teams
Independent Perspective Article · PDFCoordination Costs in Multi-Channel Marketing Operations
Independent Perspective Article · PDFThe Influence of Incentives on Reporting Behaviour
Independent Perspective Article · PDFProcess Documentation as Organizational Memory
Independent Perspective Article · PDFLeadership Responses to Unfavourable Performance Evidence
Independent Perspective Article · PDFConflict Between Creative and Analytical Functions
Independent Perspective Article · PDFWorkload Expansion and the Erosion of Strategic Focus
Independent Perspective Article · PDFFeedback Quality in Remote and Distributed Teams
Independent Perspective Article · PDFStatus Differences and Participation in Decision Processes
Independent Perspective Article · PDFThe Organizational Consequences of Metric Fixation
Independent Perspective Article · PDFHandover Quality and Continuity in Client Service Teams
Independent Perspective Article · PDFAutonomy, Control and Professional Motivation
Independent Perspective Article · PDFLearning Loops in Recurring Marketing Operations
Independent Perspective Article · PDFA Process Model for Evidence-Based Marketing Organizations
Independent Perspective Article · PDF04Applied Hypothesis Testing
Downloadable six-page perspective articles
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Applied Hypothesis Testing
Downloadable six-page perspective articles
From Business Question to Testable Advertising Hypothesis
Independent Perspective Article · PDFNull and Alternative Hypotheses in Marketing Experiments
Independent Perspective Article · PDFStatistical Significance Versus Commercial Significance
Independent Perspective Article · PDFSample Size, Power and the Risk of Premature Decisions
Independent Perspective Article · PDFType I and Type II Errors in Campaign Testing
Independent Perspective Article · PDFMinimum Detectable Effect in Practical Media Experiments
Independent Perspective Article · PDFA/B Testing Under Unequal Traffic Allocation
Independent Perspective Article · PDFMultiple Comparisons in Creative Testing Programmes
Independent Perspective Article · PDFSequential Testing and the Inflation of False Positives
Independent Perspective Article · PDFConfidence Intervals for Marketing Decision-Making
Independent Perspective Article · PDFRandomization and the Control of Confounding Variables
Independent Perspective Article · PDFQuasi-Experimental Designs for Advertising Evaluation
Independent Perspective Article · PDFPre-Post Comparisons and the Problem of Time Effects
Independent Perspective Article · PDFHoldout Groups and the Measurement of Incrementality
Independent Perspective Article · PDFHypothesis Testing with Noisy Conversion Data
Independent Perspective Article · PDFBayesian and Frequentist Interpretations for Practitioners
Independent Perspective Article · PDFHeterogeneous Treatment Effects Across Audience Segments
Independent Perspective Article · PDFReplication and the Reliability of Advertising Learnings
Independent Perspective Article · PDFDocumenting Assumptions, Exclusions and Stopping Rules
Independent Perspective Article · PDFAn Applied Framework for Evidence-Based Campaign Experiments
Independent Perspective Article · PDFThese articles present Vaibhav Kadyan’s own professional perspectives, shaped by his education, judgment and applied advertising experience. They are educational, non-peer-reviewed and do not present original experiments or human-subject studies. Citations credit established theories and published findings; all company examples are hypothetical.
Research informed by applied advertising experience.
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