Analytics Overuse in Advertising and Promotion Budget Forecasting

2017 ◽  
pp. 477-505
Author(s):  
Burçin Güçlü ◽  
Miguel-Ángel Canela

Several studies have recently raised a common concern in the field of management, which is the overspending in marketing activities. In this paper, we propose and empirically test that overspending in marketing investments is an unfortunate outcome of information overload, in a sense that managers who confront too many risk informants in their decision environment tend to overinvest in marketing activities due to the overemphasis on the environmental risk. In a longitudinal experiment, where we manipulated the amount of information through marketing analytics, we demonstrate that firms employing simple marketing analytics are less prone to increase their marketing expenditures due to the fear of losing customers, and have a lower expectancy that their competitors will increase their brand-level advertising and promotional expenditures, compared to firms using a combination of simple and complex marketing analytics. Moreover, we demonstrate that firms employing simple marketing analytics keep their overall marketing spending at a lower level, and spend less in brand-level marketing, especially in promotional activities, compared to when using a combination of simple and complex marketing analytics.

Author(s):  
Burçin Güçlü ◽  
Miguel-Ángel Canela

Several studies have recently raised a common concern in the field of management, which is the overspending in marketing activities. In this paper, we propose and empirically test that overspending in marketing investments is an unfortunate outcome of information overload, in a sense that managers who confront too many risk informants in their decision environment tend to overinvest in marketing activities due to the overemphasis on the environmental risk. In a longitudinal experiment, where we manipulated the amount of information through marketing analytics, we demonstrate that firms employing simple marketing analytics are less prone to increase their marketing expenditures due to the fear of losing customers, and have a lower expectancy that their competitors will increase their brand-level advertising and promotional expenditures, compared to firms using a combination of simple and complex marketing analytics. Moreover, we demonstrate that firms employing simple marketing analytics keep their overall marketing spending at a lower level, and spend less in brand-level marketing, especially in promotional activities, compared to when using a combination of simple and complex marketing analytics.


Author(s):  
José Juan Pazos-Arias ◽  
Martín López-Nores

We are witnessing the development of new communication technologies (e.g., DTV networks [digital TV], 3G [thirdgeneration] telephony, and DSL [digital subscriber line]) and a rapid growth in the amount of information available. In this scenario, users were supposed to benefit extensively from services delivering news, entertainment, education, commercial functionalities, and so forth. However, the current situation may be better referred to as information overload; as it frequently happens that users are faced with an overwhelming amount of information. A similar situation was noticeable in the 1990s with the exponential growth of the Internet, which made users feel disoriented among the myriad of contents available through their PCs. This gave birth to search engines (e.g., Google and Yahoo) that would retrieve relevant Web pages in response to user-entered queries. These tools proved effective, with millions of people using them to find pieces of information and services. However, the advent of new devices (DTV receivers, mobile phones, media players, etc.) introduces consumption and usage habits that render the search-engine paradigm insufficient. It is no longer realistic to think that users will bother to visit a site, enter queries describing what they want, and select particular contents from among those in a list. The reasons may relate to users adopting a predominantly passive role (e.g., while driving or watching TV), the absence of bidirectional communication (as in broadcasting environments), or users feeling uneasy with the interfaces provided. To tackle these issues, a large body of research is being devoted nowadays to the design and provision of personalized information services, with a new paradigm of recommender systems proactively selecting the contents that match the interests and needs of each individual at any time. This article describes the evolution of these services, followed by an overview of the functionalities available in diverse areas of application and a discussion of open problems. Background The development of personalized information


Abundance ◽  
2021 ◽  
pp. 1-26
Author(s):  
Pablo J. Boczkowski

Chapter 1 situates the contemporary focus of this book in historical perspective by summarizing the main findings from studies of previous eras that had a massive surge in the amount of information available. Moreover, it critically examines the key contributions from social and behavioral science scholarship on information overload. In addition, it further articulates the conceptual framework that is initially introduced in the preface and that constitutes the analytical apparatus of the book. It also describes the research design adopted to gather the data necessary to answer the questions posed in the preface. Finally, it provides an outline of the book.


2021 ◽  
Vol 15 ◽  
Author(s):  
Minjing Peng ◽  
Zhicheng Xu ◽  
Haiyang Huang

One of the advantages of e-retailers is their capability to provide a large amount of information to consumers. However, when the amount of information exceeds consumers’ information processing capacities, it will lead to worse decision quality and experience, causing the information overload effect. In this study, the event-related potentials (ERPs) were applied to examine the hidden neural mechanism of the impact of information overload on consumers’ decision processes. Behavioral data showed that people would spend more time making decisions when faced with information overload. Neurophysiologically, consumers would invest less attentional resources in the high amount of information (HAI) condition than those in the low amount of information (LAI) condition and lead to less positive P2 amplitudes. The HAI condition would increase decision difficulty than would the LAI condition and result in smaller P3 amplitudes. In addition, an increased late positive component (LPC) was observed for the HAI condition in contrast to the LAI condition, indicating that consumers were more inclined to have decision process regret when consumers were overloaded. We further investigated the dynamic information processing when consumers got over information overload by mining the brain’s time-varying networks. The results revealed that during the decision process and the neural response stage, the central area controlled other brain regions’ activities for the HAI condition, suggesting that people may still consider and compare other important information after the decision process when faced with information overload. In general, this study may provide neural evidence of how information overload affects consumers’ decision processes and ultimately damages decision quality.


Author(s):  
Kristina Tihomirova ◽  
Linda Mezule

It has been observed that huge amount of information received from teachers can create a feeling of overload for students. Selection of modern teaching methods do not always help to solve this issue. To identify the link between information overload at various study course organization models (regular, advanced and super-advanced), various lecturer types have been described. These include apathetic, formal, teacher-centred egoist, student-centred chaotic lecturer and activist. The results demonstrated that course organization in engineering studies is closely linked to the personality of the lecturer. Successful course organization is based on good time management, selection of appropriate amount of information. In advanced and super-advanced courses regular communication between lecturers and experts in practice is favoured. At the same time selection of adequate amount of study material based on the general knowledge level of the students is required. To achieve the goal, each lecturer should evaluate the level of information required and the overall interest level of students in the course topic on a regular basis before the beginning of the course.


Mathematics ◽  
2020 ◽  
Vol 8 (4) ◽  
pp. 650
Author(s):  
Tsung-Yu Chou

The thriving development of cross-regional e-commerce has gradually increased online marketing activities and consumers’ intention to shop online. The objective of this paper to find solutions for improving the advertising effectiveness has therefore become very important. In this article, an integrating method of fuzzy quality function deployment (FQFD) and fuzzy grey relational analysis (FGRA) was proposed to identify solutions for improving the advertising effectiveness. Based on this method, the house of quality (HoQ) to facilitate investigation of the 17 advertising effectiveness needs and 10 feasible technical improvements were presented. Through the questionnaire survey of platform users, the importance and satisfaction of the attributes of advertising needs were obtained. After that, a fuzzy relationship matrix was constructed to link technical improvements and advertising effectiveness needs in a fuzzy decision environment. Finally, the priority of technical improvements regarding improving advertising effectiveness were obtained. The results show that the proposed method can help decision makers of cross-regional e-commerce to improve advertising effectiveness effectively, so that they can effectively use resources to design advertisements that meet user needs.


1984 ◽  
Vol 48 (1) ◽  
pp. 46-53 ◽  
Author(s):  
Gary L. Lilien ◽  
David Weinstein

This paper presents an international study of industrial marketing communications spending. The study compares the results of data collected from 55 European companies on 80 products with a sample of 131 products from 29 companies representing the ADVISOR study sample in the United States. The results show that the overall relationship between the strategic variables and advertising and marketing spending levels is not different between the U.S. and Europe. Although some differences exist in the importance of individual strategic variables between the two regions, those differences are generally small.


2020 ◽  
Vol 202 ◽  
pp. 15014
Author(s):  
Roro Isyawati Permata Ganggi

Covid-19 is the world's main focus, so the mass media is competing to provide details information. The amount of information related to Covid-19 in the communities raises information overload. The purpose of the study is to know the effects of overload information about Covid-19 on the information of anxiety and distrust of information about the people of Semarang. This research uses quantitative methods. The samples in this study were one hundred and fifty seven respondents which is acquired using random sampling. The Data in this research was obtained through online questionnaires. Data is presented descriptively because in this study using an open-ended questionnaire. The results showed that overload information about Covid-19 triggers the occurrence of anxiety information. The anxiety of the information itself has an impact on the rise of laziness to searching information and fatigue of information, where both lead to information distrust.


2017 ◽  
Vol 6 (4) ◽  
pp. 38-56
Author(s):  
Burçin Güçlü ◽  
Miguel-Ángel Canela

Several studies have raised a common concern in the field of management, the lack of innovation. However, they either attribute this phenomenon to the inefficiency of marketing analytics, or to managerial despair in evaluating innovation projects. In this article, the authors propose and empirically test cognitive effort spent on marketing analytics which can lead to the lack of innovativeness, due to the negative impact of high cognitive effort on the managers' mood. In a longitudinal experiment, where manipulating the complexity of the decision context through marketing analytics, the authors demonstrate that managers employing simple marketing analytics expect their competitors to launch more products, compared to managers using complex marketing analytics. They also demonstrate that firms employing simple marketing analytics behave venturesome by embarking upon innovative activities. At the same time, firms using complex marketing analytics take more deliberative actions by innovating less and amplifying short-term gains with high priced products.


2010 ◽  
Vol 10 (1) ◽  
pp. 28-33 ◽  
Author(s):  
Glenda Browne

AbstractThe internet provides access to a huge amount of information, and most people experience problems with information overload rather than scarcity. Glenda Browne explains how indexing provides a way of increasing retrieval of relevant information from the content available. Manual, book-style indexes can be created for websites and individual web documents such as online books. Keyword metadata is a crucial behind the scenes aid to improved search engine functioning, and categorisation, social bookmarking and automated indexing also play a part.


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