Table I.

Key innovations in marketing research at 10 year intervals from 1960 to the present

YearTechnologyNew dataNew methodsNew issues
1960-1969MainframeAggregateRegressionMarketing concept
  SurveyStochasticMarketing mix
  Diary panelDiscriminantResponse models
   ClusterProduct life cycle
   MDSDiffusion
    Brand loyalty
    Perceptions/preferences
    Segmentation
1970-1979MainframeLab experimentsConjointMeasurement
   Covariance structureMulti-attribute
   LogitAttitudes
   Qualitative researchPositioning
    Information processing
    Market share models
    Decision support
1980-1989ScannerScanner panelFinite mixtureBrand choice
 PCPoint of sale dataInterpretativeStrategy
   Game theoryChannels
    Pricing
    Services
    Involvement
    Knowledge/expertise
1990-1999InternetOnline shopping BayesianCRM
 Web browserClickstreamHeterogeneityMarket orientation
 Search enginesBig dataHazardLong-term effects
   Time seriesConsumption behavior
    Consideration sets
    Brand Equity
    Satisfaction
    Internet
2000-2009BroadbandReviewsText miningOnline advertising
 Social networksSocial networksMachine learningOnline word-of-mouth
 Smart phones Econ Structural modelsOnline experience
 Wi-Fi  Marketing profitability
    Service dominant logic
2010-2019Virtual assistant
Smart home 
Location trackingControl function
Field experiments
Big data techniques
Neuroscience
Multi-channel
Mobile
Social networks
Privacy Showrooming

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