Measuring and managing customer relationship risk in business markets

There have been repeated calls from top management and marketing academics for greater accountability in marketing so that the financial returns of marketing investments can be more robustly evaluated. These are coalescing around the issue of whether or not marketing delivers shareholder value. One promising line of enquiry explores customer lifetime value and the profitable management of these relationships. Although helpful, this approach fails to make the final link with shareholder value since customer lifetime value is still essentially a profit or cash flow measure and does not fully account for customer risk. This paper describes empirical research which explores differing approaches to measuring customer risk and the creation of shareholder value through customer relationship management (CRM). We develop a customer relationship scorecard which proves an innovative tool for managers to use in determining the risks in their customer relationships and developing risk mitigation strategies. The scorecard is then used to forecast retention probabilities, from which a risk-adjusted customer lifetime value is calculated. Both the scorecard and the calculations have an impact on the CRM practices of the customer relationship managers. From a theoretical perspective, an enhanced consideration of customer risk and returns is an important additional step towards demonstrating that marketing creates shareholder value.     

Customer reference marketing: Conceptualization,measurement and link to selling performance

The use of customer references to facilitate marketing and sales in business markets has received growing interest among practitioners and academics. The importance of references has been highlighted in a wide range of contexts, such as customer relationship management, customer value management, sales, and marketing communications. Yet knowledge about the effective application of references in business remains scant, and studies have not addressed in-depth what constitutes customer reference marketing or studied its relation to firm performance. This study contributes to this important but underdeveloped business marketing topic by 1) conceptualizing customer reference marketing based on theory and an extensive qualitative field study, 2) building a measure for the construct using survey data, and 3) demonstrating its relevance by linking the construct to firms' selling performance with additional collected data. The results broaden and specify the current understanding of how to effectively deploy references in business markets and provide evidence of the hypothesized performance, as well as contingency effects. The established conceptual foundations for the phenomenon provide substantial opportunities for practitioners and theory-testing oriented business marketing research.     

Demand chain management-integrating marketing and supply chain management

This paper endorses demand chain management as a new business model aimed at creating value in today's marketplace, and combining the strengths of marketing and supply chain competencies. Demand chain design is based on a thorough market understanding and has to be managed in such a way as to effectively meet differing customer needs. Based on a literature review as well as the findings from a co-development workshop and focus group discussions with marketing and supply chain professionals, a conceptual foundation for demand chain management is proposed. Demand chain management involves (1) managing the integration between demand and supply processes; (2) managing the structure between the integrated processes and customer segments and (3) managing the working relationships between marketing and supply chain management. Propositions for the role of marketing within demand chain management and implications for further research in marketing are derived.     

Interactive strategy formation: Organizational and entrepreneurial factors related to effective customer information systems practices in B2B firms

Interactive marketing requires that a firm learn about its customers and remember what the customer has said to personalize communications and customize product offerings to those customers. This type of marketing requires that customer information be actively managed because information from and about the customer is the core of marketing decision-making. In-depth interviews with 17 managers in five firms identified specific organizational and entrepreneurial factors pertinent to the strategic management of customer information. The research suggests that interactive marketing require a company that can itself be interactive with its internal and external environment to create strategies that can succeed in a changing environment.One exemplary company was compared to four others to uncover organizational issues and processes leading to effective management of customer information. Using the Resource-Based View and the importance of the effective management of intangible assets as its starting point, this research illuminated the processes involved with collecting and disseminating information and highlighted the firms' struggle with issues of inter-functional conflict. Perhaps most importantly, from a strategy-formation point of view, customer-centric strategies related to customer information management were found to be developed interactively, as a dialogue between middle and upper management, using customer data and competitive trends.     

Basking in reflected glory: Using customer reference relationships to build reputation in industrial markets

Corporate reputation is an important intangible asset that enables firms to establish customer relationships. Customer relationships, specifically customer reference relationships, can in turn be utilized to build supplier reputation in industrial markets. The aim of this conceptual article is to analyze the combination of these two concepts. It lays the foundation for further investigations into the effectiveness of reference customer relationships in enhancing supplier reputation. By developing propositions on the determinants impacting effectiveness of reputation transfer between customer and supplier firm, implications for practice and research in business marketing and corporate reputation management are derived.     

Marketing metrics' usage: Its predictors and implications for customer relationship management

This research aims to determine the conditions that foster use of marketing metrics in customer relationship management (CRM) and identify the organizational factors that strengthen/weaken the impact of usage of marketing metrics on CRM performance. Based on the customer value-based theory of the firm and the contingency perspective, a research framework was developed to shed light on the predictor roles of customer value-based organizational culture and processes in determining usage of marketing metrics, and foster an understanding of the moderating roles of marketing-supply chain conflict, and innovative value proposition on the marketing metric-performance relationships. Empirical evidence from a sample of 209 business firms confirmed the main effect that customer value-based organizational culture and processes support a firm's use of marketing metrics that in turn enhance its CRM performance. Notable moderating effects were also identified. Although marketing-supply chain conflict weakens the impact of marketing metrics usage in achieving superior CRM performance, innovative value proposition strengthens the conversion of marketing-metric-related knowledge into superior CRM performance.     

Linking customer lifetime value with shareholder value

The measurement of customer lifetime value has become a key issue for developing and maintaining long-term profitable customer relationships. It plays a significant role in customer acquisition and retention decisions. Given the growing importance of creating value for shareholders, market strategies have to be evaluated by their capacity to achieve this goal. Accordingly, both the acquisition and maintenance of customers must result in superior cash flows and augmented shareholder value. However, little attention has been paid to the link between customer lifetime value and shareholder value. The authors of this paper provide a conceptual framework for linking customer lifetime value to shareholder value. It is argued that customers have to be treated as assets that increase shareholder value by accelerating and enhancing cash flows, reducing cash flow volatility and vulnerability and increasing the residual value of the firm.     

Customer value anticipation, customer satisfaction and loyalty: An empirical examination

A service-dominant logic by definition is inherently customer oriented and relational, reflecting deeper and more complex connections between suppliers and customers. The service mindset driving increased collaboration enables suppliers to have deeper insights to what customers' value. Customer value perceptions are dynamic, sometimes in constant flux, necessitating anticipatory capabilities on the part of suppliers. Yet, there is a notable lack of discussion about customer value anticipation and related empirical evidence of whether or not customers care if suppliers anticipate what they value. The authors report on two survey studies that test using structural equation modeling the notion that suppliers good at anticipating what customers will value realize higher customer satisfaction and loyalty. Understanding this relationship is critical for marketing managers wrestling with allocation of limited resources. We find that customer value anticipation is a strong driver of satisfaction and loyalty, with satisfaction acting as a mediator for loyalty.     

Managing customer share in key supplier relationships

Supply base consolidation is an important issue in many business markets. Against this background, the allocation of purchasing budgets across vendors becomes an area of vital interest to suppliers. In the present research, we argue that customer share is a key decision variable in business marketing settings and investigate how a supplier can proactively manage the share of its customer's business. We report the results of a cross-sectional study among purchasing managers in U.S. manufacturing industries. Our findings confirm the role of customer value as an antecedent to customer share in business relationships. The study further shows that customer share influences the stability of key supplier relationships. Rather than displaying a direct impact, our results suggest that trust mediates and dependence moderates the link between customer share and search for alternative suppliers. Based on these findings, we propose a framework for managing customer share in key supplier relationships. Four approaches of how industrial vendors can proactively manage customer share are discussed.     

Managing customer profitability in a competitive market by continuous data mining

In a near perfect market, competitive marketing strategies are often adapted dynamically and rapidly. The changes in customer behavior are resultant in unpredictable customer profitability and cause inefficient and ineffective marketing planning. In this study, by using data mining techniques, we develop a Customer Profitability Management (CPM) system to achieve marketing goals by leading customers to migrate along pre-determined and desirable tracks. The proposed system emphasizes a continuous interplay between the active and reactive monitoring procedures to identify customer shifts. It has been shown to be an effective approach to help a firm calibrate its marketing tactics with respect to different types of customers in different situations. The proposed mechanism has been applied to a telecom company with promising results.     

Marketing solutions in accordance with the S-D logic: Co-creating value with customer network actors

In the last ten years industrial companies have gone from offering products to offering products/services and then to offering solutions. At the same time, the theory of marketing has also evolved to provide, under the heading of S-D logic, an enlarged conceptual framework. In this article we apply the conceptual framework of S-D logic to the marketing of solutions. Based on two case studies, we highlight the limits to current offering strategies in terms of co-creation and involving customer network actors. We suggest an approach to co-create value in customer networks based on a switch from customer value proposition to customer network value proposition.     

Preparing industrial suppliers for customer integration

In real world markets and business markets in particular, the idea of customized products and services receives increasing attention. A management tool called customer integration has been developed as an approach to master the challenges originating from customization for a supplier. Customer integration competence is the organizational quality that results from this tool after being implemented. Putting this together, we can hypothesize a causal relation between customer integration competence and market success. In order to confirm this hypothesis, the paper presents a conceptualization of customer integration competence. To accomplish this, references are made to competence models from psychology, success factor research and organizational science. The concept was validated through a survey with 78 industry experts from business markets responding. Customer integration competence measured in this way was then contrasted to a second measure capturing market success. Regression analysis supports our hypothesis strongly. Finally, implications for marketing research as well as marketing practice are presented.     

关于天然气批发环节客户评价体系及精准营销的思考

近年来,中国天然气行业市场化改革不断深化,市场原有竞争格局受到挑战,但供应商现有客户评价管理较为粗放,客户评价体系不尽完善。新形势下的天然气行业客户评价及精准营销体系亟待建立,新体系遵循的原则包括:多维衡量,因地制宜;分类细化,量化评价;结合场景,灵活运用。可依据"销量、价格、效益、信用、协作"5个维度及15个指标,选取所需指标并赋予权重,获取指标数据源,运用分数归类定级方法进行判断。客户评价是工具,精准营销是措施。建议从做好精准营销基础项目、立足本职工作替客户分忧、运用大数据探索精准营销3个层面进行规划与升级。     

Towards a framework of customer value assessment in B2B markets: An exploratory study

This paper examines the key processes and activities of customer value assessment in business-to-business (B2B) markets. Given that an increasing number of B2B firms are providing combinations of products and services, or integrated solutions, the present study examines customer value assessment from the solution supplier's perspective. Specifically, based on an exploratory field study and in-depth interviews with 18 managers in three different firms, the present study identifies five key processes (i.e., value potential identification, baseline assessment, performance evaluation, long-term value realization, and systematic data management) and 11 related activities involved in customer value assessment in B2B markets, and integrates them into a managerially grounded framework. The findings from this study contribute to the literature on customer value and solution research, and provide useful insights for managers on how to assess the value delivered by their offerings to customers.     

The external effect of marketing accountability in business relationships: Exploring the role of customer perceived value

This paper explores where and how marketing accountability of a supplier meets customer perceived value in a business relationship setting. If the supplier's firm implements marketing accountability processes, marketing activities are improved, as well as the communication of the value proposition to customers. The supplier's value proposition is in turn reflected through the creation of superior customer perceived value, which triggers attitudinal and behavioral value outcomes. Hence, the marketing accountability of the supplier, through its external manifestation with customers, ultimately influences the supplier's financial results. The aim of the paper is to discuss the external effect of marketing accountability in a business relationship context, which is often suppressed by the prevailing focus on the internal manifestations of marketing accountability, or the inside-out approach. As marketing accountability is an evolving field, bibliometric co-citation analysis is carried out to gain a better understanding of the marketing accountability's domain and scope. On the grounds of the relationship marketing theory and resource-based view, qualitative research was carried out and insights from interviews with marketing managers from different industries were analyzed. The paper concludes by suggesting the operationalization of the marketing accountability construct and pointing out the need for a multilevel and dyadic design of further empirical studies for testing the proposed external effect of marketing accountability.     

Marketing competencies and the sources of customer value in business markets

This introduction to the special issue discusses the notion of marketing competencies in buyer-supplier relationships, and the role these competencies play in creating value for the customer. Existing work on the role of competencies in industrial marketing has two main foci. The first, established approach deals with competencies as inputs to organizational processes, and seeks to establish in how far marketing competencies such as customer relationship management, channel design, etc. lead to superior financial returns. The second, emerging, approach focuses on the marketing of competencies as a source for customer value. This article uses supply and demand side perspectives to look at these two approaches and suggests a typolology involving four distinct value-creation strategies. Recent literature is discussed and implications for advancing the application of resource-based thinking to industrial marketing are provided.     

Measuring customer attractiveness

Various beneficial consequences can accrue when a customer is perceived to be an attractive customer, particularly in a business-to-business context. Opinions differ as to what makes for customer attractiveness and a number of different features have been suggested as contributing to it. Currently there exists no comprehensive view of what factors constitute customer attractiveness and how this may be valued, measured and evaluated. Drawing on various facets of customer attractiveness suggested in the literature, this paper seeks to delineate the customer attractiveness construct and develop an instrument to measure it. The paper concludes by discussing how the scale developed can be used as a tool to address some critical issues in assessing customer attractiveness.     

Entrepreneurship: Its relationship with market orientation and learning orientation and as antecedents to innovation and customer value

This paper seeks to address two main problems. First, it evaluates the direct effect of entrepreneurship and business orientations namely, learning orientation, integrated market orientation and human resource practices on innovation and customer value. Second, it examines the interaction effect of entrepreneurship and business orientations on innovation and customer value. Data were collected from small and medium-size hotels in Indonesia and analysed using the structural equation model. The results show that entrepreneurship and human resource management were shown to be the most significant drivers of innovation and customer value. The results further suggest that interaction of entrepreneurship and integrated market orientation as well as human resource practices has significant impact on customer value and innovation respectively. Theoretical and practical implications of the study are discussed.     

Transitioning and co-evolving to upgrade value offerings: A competence-based marketing view

This article shows how subcontractors in the steel and metalworking industry can effectively upgrade their customer value offerings. The study intends to identify internal and external drivers for successful transitions. It builds on the IMP's (Industrial Marketing and Purchasing Group) research tradition by looking into value creation and competence-based marketing within business networks. Using qualitative methods, the research identifies ‘ideal’ value-added market positions and relates these to specific competence configurations. It also reveals the need to manage co-evolution with other network partners in order to make a successful transition from basic to value-added offerings. The paper contributes to business marketing science by looking explicitly into the mechanisms of internal alignment when upgrading value offerings (a pre-condition often overlooked in extant literature) and by extending the concept of co-evolution.