An agent-based fuzzy cognitive map approach to the strategic marketing planning for industrial firms

Industrial marketing planning is a typical example of an unstructured decision making problem due to the large number of variables to consider and the uncertainty imposed on those variables. Although abundant studies identified barriers and facilitators of effective industrial marketing planning in practice, the literature still lacks practical tools and methods that marketing managers can use for the task. This paper applies fuzzy cognitive maps (FCM) to industrial marketing planning. In particular, agent based inference method is proposed to overcome dynamic relationships, time lags, and reusability issues of FCM evaluation. MACOM simulator also is developed to help marketing managers conduct what-if scenarios to see the impacts of possible changes on the variables defined in an FCM that represents industrial marketing planning problem. The simulator is applied to an industrial marketing planning problem for a global software service company in South Korea. This study has practical implication as it supports marketing managers for industrial marketing planning that has large number of variables and their cause–effect relationships. It also contributes to FCM theory by providing an agent based method for the inference of FCM. Finally, MACOM also provides academics in the industrial marketing management discipline with a tool for developing and pre-verifying a conceptual model based on qualitative knowledge of marketing practitioners.     

Global marketing in business-to-business contexts: Challenges,developments, and opportunities

This article introduces the special issue on global marketing in business-to-business contexts. The aim is to advance knowledge on the subject that can stimulate further research in this important and emerging area of industrial marketing. The twelve contributions selected for this special issue bring together high quality contemporary research that address challenges and recent developments. The articles specifically offer unique insights that progress understanding in the area, provide interesting managerial implications, and present intriguing opportunities for future researchers. These contributions reflect the variety of current work in global marketing in the business-to-business context. While most of the contributions in this special issue focus on the development and deployment of unique resources and capabilities to enhance international competitiveness and performance success, insights are also offered on international relationships and/or relationship marketing within the business-to-business context, country of origin effects, and knowledge transfer between international partners in subsidiaries. The article concludes with a summary of important avenues for further research.     

Some factors in industrial market segmentation

Buyer-seller relationships are complex, especially in industrial marketing. A model for segmenting industrial markets is proposed and implications for organization buying behavior are summarized.     

Inverted breakeven analysis for profitable marketing decisions

This article develops a modified model of breakeven analysis which provides a viable conceptual tool to the industrial marketing management to determine in actual industrial marketing situations whether a given product should be produced and marketed by the supplier firm.     

An applied theory for marketing industrial services

When the area of industrial marketing is discussed in the literature on marketing and marketing management, only the marketing of goods to industrial buyers are considered. However, a vast amount of services are also marketed in the industrial sector. There is some, although very limited, literature on professional or consultancy services, but the area is usually not thought of as a part of industrial marketing [1–3]. Recently, a few papers have been published where these services are treated as an integral part of industrial marketing [4, 5]. The purpose of this article is to suggest some frameworks concerning the marketing of industrial services.     

A method to improve response to industrial mail surveys

Mail surveys play a critically important role in industrial marketing research. This article reviews previous literature, presents a process model of the major elements involved in constructing industrial mail surveys, and overviews a comprehensive approach to mail survey design known as the Total Design Method (TDM). The TDM is relatively exhaustive and covers all facets of questionnaire design and implementation. The value of the TDM is illustrated by reviewing two industrial marketing studies that attempted to follow the TDM guidelines. The results of a cost-benefit analysis indicate the TDM can provide excellent value to industrial marketing researchers.     

Growth hacking: Insights on data-driven decision-making from three firms

Theoretical backgroundThe work explores how Big Data analysis can reshape marketing decision-making in B2B sector. Deriving from Data-Driven Decision-Making (DDDM) approach, the Growth Hacking model is employed to investigate the role of cognitive computing and big data analytics in redefining business processes.PurposeThe main objectives of the study are: 1) to assess how a data-driven orientation to the use of big data analytics and cognitive computing can reframe marketing decisions in B2B segment; 2) to explore whether the adoption Growth Hacking can be helpful in exploiting the opportunities offered by big data analytics and cognitive computing in B2B marketing.MethodologyThe paper is based on Action Research (AR) methodology that permits researchers to participate actively in the observation of businesses and to examine how decisions are undertaken and managed over time.ResultsThe main findings allow identifying the most common strategies and tactics employed in three companies operating in different B2B sectors to exploit the opportunities offered by cognitive computing and big data analytics according to a data-driven marketing approach. Based on the application of the Growth Hacking model, the tools of analytics and the main objectives, outcomes and implications on marketing decision-making are revealed.OriginalityThe identification of the main objectives and outcomes produced across the three dimensions of the Growth Hacking model (data analysis, marketing and programming) can help academics and practitioners to understand the main levers to attain marketing goals, such as the enhancement of relationship with customers (CRM), continuous learning and development of new products and potential innovation.     

Understanding the role of marketing-purchasing collaboration in industrial markets: The case of Russia

This study aims to investigate the role of interfunctional collaboration between marketing and purchasing functions in industrial companies. Interfunctional collaboration is considered as a measure of the internal alignment and partnership between departments in the firm, which in turn contributes to the creation of sustainable advantages via improved external partnerships and facilitating demand chain integration. We test the impact of customer orientation as well as the interactions between departments (specifically marketing and purchasing) as collaboration antecedents, and analyze the direct impact of marketing-purchasing collaboration on business performance. The model is tested on a sample of 148 industrial companies in Russia with two key respondents in each firm, incorporating the purchasing as well as the marketing perspective. The results show that marketing-purchasing collaboration mediates the effects of interfunctional interaction as well as customer orientation on business performance. Alternative model testing shows that the direct effects of these antecedent constructs on performance are non-significant in the context of Russian industrial companies.     

The New Approach to Assessing the Marketing Effectiveness of Korean Firms

This study attempted to revise Philip Kotler's marketing effectiveness model to diagnose and offer managerial implications for Korean marketing practices. Nineteen Korean firms, divided into ten manufacturing and nine service sectors, were examined to assess their level of marketing effectiveness. By industry, these firms were further divided into five categories; electronics, machinery, chemicals, finance, and service-oriented. The five marketing effectiveness attributes — strategy, organization, operations, personnel, and information system — along with accompanying factor components were incorporated into the measurement of the marketing effectiveness. The findings showed that manufacturing sector firms were less effective in marketing operations than the service sector firms. In both sectors, relative to the predetermined factor importance weights, the Korean firms were found to underperform in planning and controlling functions. Managerial implications regarding the underperforming marketing functions and future recommendations are offered.     

Problem formulation in industrial marketing research

Marketing research is achieving increasingly greater recognition in the industrial marketing field as one of the major tools to assist management in decision-making processes. Its position in consumer goods marketing has long been well established, and its use has been widespread. At the present time industrial marketing research is becoming more accepted as a normal part of marketing management whose efforts are directed to the industrial markets for goods and services.     

Industrial product positioning: Progmatic uses

With increased competition and sophistication in the industrial sector, a better understanding of buyer behavior and attitudes is necessary to minimize “marketing myopia” and maximize marketing productivity. Numerous techniques are emerging to facilitate greater understanding of the buyer. A group of these techniques, known as product positioning, are likely to be especially useful in developing effective marketing programs [8]. Product positioning has achieved substantial acceptance by consumer marketing firms but far less use by industrial firms [9]. An approach to product positioning which is useful in both industrial and consumer marketing is developed here.     

A sales mix model for effective industrial selling

The purpose of this article is to focus on one aspect of the marketing mix for industrial firms. Specifically, the control of promotion centers on the promotional mix, which includes personal selling, advertising, and sales promotion. The personal sales mix model (Figure 1) highlights those factors that are controllable by the industrial sales representative. Also, the uncontrollables involved in industrial selling are discussed. An understanding of the personal sales mix model should aid industrial marketers in satisfying buyer's needs through effective selling.     

A dominant product-dominant country framework of industrial export segmentation

This article proposes a framework that industrial marketing managers can utilize to improve their understanding of and ability to select industrial products for export to attractive global markets. The framework is arrayed along two axes: export products and existing global markets. As a result of the suggested process, a 2×2 model emerges that provides guidance to marketing managers about actions that can be undertaken to maximize success with industrial products and services in the global marketplace.     

A dynamic industrial product model

This article reports on the development of a marketing model for industrial products to aid marketing managers in developing marketing programs on a quarterly and yearly basis. The system incorporates a market response model which relies heavily on the involvement of managers in providing inputs. The model was parameterized and tested in the context of a large manufacturer of capital goods. The results were supportive of the conceptual soundness of the moral and its utility in decision making.     

Toward a theory of professional service marketing

The existing marketing theory is inadequate in its attempts to explain service marketing. This paper contributes to both the theory of industrial marketing and service marketing through its treatment of the following two questions: What is a professional service? And what relevance has a generic definition of a professional service to the marketer of those services? These questions are dealt with in the broader areas of the current theories and models of industrial marketing and the emerging conceptual frameworks of service marketing.     

Industrial marketing education: Practitioner's views

A study of industrial marketing practitioner perspectives on industrial marketing education was conducted. Attitudes toward the educational process, definition of skills, continuing education, practitioner assistance in education and topic importance were queried. In general it was found that practitioners are favorably disposed toward industrial marketing education, are willing to assist in the educational process and have distinct perceptions on the nature of the educational process and how it should be carried out.     

Global marketing of industrial products: Are interpersonal relationships always critical?

The present paper examines the issue of whether interpersonal relationships are critical for global marketing of industrial products. The fields of relationship marketing, IMP group research, sales research, and network theory have stressed the importance of interpersonal relationships in the business-to-business or industrial marketing context. In contrast to this emphasis on interpersonal relationships, we argue that industrial firms can both conceive and enhance marketing strategies based on developing high quality and consistent processes, products, services or outcomes (consistent processes and outcomes). Such strategies are especially important given the fact that developing interpersonal relationships is expensive due to their reliance on frequent and/or face-to-face communications. In this paper, we examine industry and country contexts that lead to the choice of alternative industrial product marketing strategies and highlight some future research directions and managerial implications.     

The Roles of Marketing and Industrial Design in Discontinuous New Product Development*

Radical or “discontinuous” products based on new technological breakthroughs are playing an ever‐increasing role in the success of firms. However, little research has been conducted that investigates the roles of marketing and industrial design (ID) in the development of these types of products. Further, past research has tended to overlook the role that industrial design, and the impact of the marketing‐industrial design interaction, can have on the development of discontinuous new products. Frequently, the term design is used broadly or is equated with engineering; thus, while the marketing–research and development (R&D) interaction is studied, the marketing–ID as well as the industrial design–R&D relationships are not considered. This article examines the roles of marketing and industrial design in the product development process for discontinuous innovations. Specifically, questions concerning how and the degree to which marketing and industrial design are integrated into the development process are investigated. The investigation employs multiple methods, or triangulation, in order to secure an in‐depth understanding of the roles of these disciplines. In the course of examining these questions, key factors influencing industrial design and marketing involvement are identified and preliminary models are examined. The research, which was conducted in two phases, employed a mixed‐method, multiple sample design. The methods used included a survey, field observation study, and depth‐interviewing. Data were collected from three different samples: R&D managers, project team members (including personnel from various disciplines—marketing, R&D, industrial design, engineering, etc.), and industrial design managers. The use of the different data sources and sampling of various groups of managers was employed in order to provide a rich context for investigating the research questions of interest. In addition, a preliminary analysis of factors (e.g., degree of product discontinuity, product innovation objectives, process discontinuity, process formality) identified in the first phase was conducted, and these relationships were explored further in the second phase of the research. Findings across the two phases of this research suggest that the development of discontinuous new products involves a process that is different from more conventional new product development—particularly as it concerns the roles of marketing and industrial design. The high degree of discontinuity inherent in such projects, along with the strong R&D orientation often surrounding them, results in delayed involvement of marketing and ID, as well as altering their roles in the new product development (NPD) process. Factors such as the degree of product discontinuity (DPD), process discontinuity (PCD), and process formality (PF) seemed to exert a differential influence on the involvement of marketing and ID. Although their roles and involvement are altered in discontinuous new product development, this research suggests that marketing and ID roles in this context involve increased challenges with respect to validation of key assumptions and product application directions. Additionally, managers operating in this development context need to explicitly consider the influence of factors such as discontinuity level in undertaking NPD projects with respect to how it affects the execution of industrial design and marketing activities.