Journal of Marketing Research · 1999 · 404 citations · 45 references
BusinessMarketingMarketing ManagementForecastingMarketing StrategyStrategic MarketingLong-term ForecastingRevenue AnalyticsBehavior Over Time PatternsDecision Rule ModelingDynamic Forecasting ModelsLong-run BehaviorLong-term EffectivenessMarket Response To ScarcityScenarios
An intuitively appealing decision rule is to allocate a company's scarce marketing resources to where they have the greatest long-term benefit. This principle, however, is easier to accept than it is to execute, because long-run effects of marketing spending are difficult to estimate. The authors address this problem by examining the behavior of market response and marketing spending over time and identify four common strategic scenarios: business as usual, hysteresis in response, escalation, and evolving business practice. The authors explain and illustrate why each scenario can occur in practice and describe its positive and negative consequences for long-term profitability. The authors propose to use multivariate persistence measures to identify which of the four strategic scenarios is taking place and illustrate this approach in the pharmaceutical and packaged-food industries. The results substantiate the authors’ proposition that the strategic scenario is a major determinant of marketing effectiveness and long-term profitability. This conclusion sets up a substantial agenda for further research.
45
Statistical analysis of cointegration vectors
Søren Johansen · Journal of Economic Dynamics and Control · 1988 · 16.8K citations
Business, Economics, Econometrics +13
Journal of the American Dietetic Association · 1993 · 12.1K citations
Applied Multivariate Statistical Analysis.
Andrea Johnson, Dean W. Wichern · Biometrics · 1988 · 11.4K citations