Assigning television commercial videotapes to time slots under alternative message spacing policies

A number of studies in the psychological and marketing literature have focused on the effects of message spacing on consumer memory and judgement. The importance of message spacing has also been exemplified by a crucial scheduling problem in the broadcast television industry that requires the assignment of multiple airings of commercial videotapes to purchased slots of air time. Existing models for this problem are restricted to the case of equal spacing of successive airings in terms of slot position. In light of the fact that equal spacing of messages is not necessarily the best course of action in all situations, we present an alternative model that enables greater flexibility with respect to the spacing of commercial messages. For example, the model allows for equal temporal spacing of commercials in addition to equal spacing in terms of slot position. More importantly, the model permits spacing options that allow for pulsing strategies associated with well-separated bursts of commercial airings, as well as the consideration of spacing decisions when commercials have different durations. We demonstrate a heuristic for solving the scheduling problem under various message spacing policies. We believe that our model, which is effective and adaptable, has considerable promise for practical scheduling problems as well as subsequent experimental research.

[1]  James W. Hall Unmixing effects of spacing on free recall. , 1992 .

[2]  Julian Lincoln Simon,et al.  What do Zielske's Real Data Really Show about Pulsing? , 1978 .

[3]  Robert L. Greene,et al.  Spacing effects on implicit memory tests. , 1990 .

[4]  Colin McDonald From `frequency' to `continuity'--is it a new dawn? , 1997 .

[5]  Fred M. Feinberg,et al.  The Shape of Advertising Response Functions Revisited: A Model of Dynamic Probabilistic Thresholds , 2004 .

[6]  Prasad A. Naik,et al.  Planning Media Schedules in the Presence of Dynamic Advertising Quality , 1998 .

[7]  Robert L. Greene,et al.  Spacing effects in memory: evidence for a two-process account , 1989 .

[8]  Tammo H. A. Bijmolt,et al.  Consumer Memory for Television Advertising: A Field Study of Duration, Serial Position, and Competition Effects , 1997 .

[9]  D. Stewart,et al.  Advertising Repetition: A Critical Review of Wearin and Wearout , 1988, Current Issues and Research in Advertising.

[10]  Gilbert A. Churchill,et al.  Recognition versus Recall as Measures of Television Commercial Forgetting , 1988 .

[11]  B. Sternthal,et al.  The Persuasive Impact of Message Spacing , 1997 .

[12]  Hubert A. Zielske The Remembering and Forgetting of Advertising , 1959 .

[13]  R. E. Burnkrant,et al.  Effects of Repeating Varied Ad Executions on Brand Name Memory , 1991 .

[14]  Catherine A. Cole,et al.  The Effects of Length, Content, and Repetition on Television Commercial Effectiveness , 1993 .

[15]  B. Sternthal,et al.  Ease of message processing as a moderator of repetition effects in advertising. , 1990 .

[16]  Colin McDonald,et al.  What is the short-term effect of advertising? , 1971 .

[17]  J. Cacioppo,et al.  Effects of message repetition and position on cognitive response, recall, and persuasion. , 1979 .

[18]  T. Meyvis,et al.  Effects of Brand Logo Complexity, Repetition, and Spacing on Processing Fluency and Judgment , 2001 .

[19]  R. Haygood,et al.  Effects of Scheduling on Retention of Advertising Messages , 1985 .

[20]  Arno J. Rethans,et al.  Effects of Television Commercial Repetition, Receiver Knowledge, and Commercial Length: A Test of the Two-Factor Model , 1986 .

[21]  Srinivas Bollapragada,et al.  Special Issue: Franz Edelman Award for Achievement in Operations Research and the Management Sciences: NBC's Optimization Systems Increase Revenues and Productivity , 2002, Interfaces.

[22]  A. Glenberg,et al.  Component-levels theory of the effects of spacing of repetitions on recall and recognition , 1979, Memory & cognition.

[23]  Suman Mallik,et al.  Scheduling Commercial Videotapes in Broadcast Television , 2004, Oper. Res..

[24]  B. Calder,et al.  Television Commercial Wearout: An Information Processing View , 1980 .

[25]  M. J. Brusco,et al.  Scheduling advertising slots for television , 2008, J. Oper. Res. Soc..

[26]  Chris Janiszewski,et al.  A Meta-analysis of the Spacing Effect in Verbal Learning: Implications for Research on Advertising Repetition and Consumer Memory , 2003 .

[27]  Flemming Hansen,et al.  Emotions, Advertising and Consumer Choice , 2007 .

[28]  T. Wickens,et al.  Examining the Spacing Effect in Advertising: Encoding Variability, Retrieval Processes, and Their Interaction , 2005 .

[29]  Fred M. Feinberg,et al.  Pulsing Policies for Aggregate Advertising Models , 1992 .

[30]  S. Mishra,et al.  Enhancing Memory of Television Commercials through Message Spacing , 1994 .

[31]  David W. Schumann,et al.  Predicting the Effectiveness of Different Strategies of Advertising Variation: A Test of the Repetition-Variation Hypotheses , 1990 .

[32]  G. Tellis Effective Frequency: One Exposure or Three Factors? , 2006 .

[33]  Hani I. Mesak,et al.  An Aggregate Advertising Pulsing Model with Wearout Effects , 1992 .

[34]  Michael J. Naples Effective frequency: then and now , 1997 .

[35]  D. Balota,et al.  Age-related differences in the impact of spacing, lag, and retention interval. , 1989, Psychology and aging.

[36]  Lawrence D. Gibson What can one TV exposure do , 1996 .

[37]  W. The Situation with Respect to the Spacing of Repetitions and Memory , 2005 .

[38]  Antonio G. Chessa,et al.  A Neurocognitive Model of Advertisement Content and Brand Name Recall , 2007 .

[39]  Anthony Grimes,et al.  Researching Mere Exposure Effects to Advertising - Theoretical Foundations and Methodological Implications , 2007 .

[40]  Erwin Ephron,et al.  Media Scheduling and Carry-over Effects: , 2002, Journal of Advertising Research.

[41]  J. P. Jones What does effective frequency mean in 1997 , 1997 .

[42]  J. Alba,et al.  Salience Effects in Brand Recall , 1986 .

[43]  Minhi Hahn,et al.  Pulsing in a Discrete Model of Advertising Competition , 1991 .

[44]  Michael J. Naples Effective frequency : the relationship between frequency and advertising effectiveness , 1979 .

[45]  T. K. Srull,et al.  Human cognition in its social context. , 1986, Psychological review.

[46]  Vijay Mahajan,et al.  Advertising Pulsing Policies for Generating Awareness for New Products , 1986 .

[47]  Simon Broadbent,et al.  Building better TV schedules: New light from the single source , 1997 .